feat: list to avro file

src/dbt/deanslist/models/staging/stg_deanslist__incidents.sql

@@ -29,6 +29,7 @@ select
     actions,
     custom_fields,
     penalties,
+    attachments,
 
     /* transformations */
     nullif(addlreqs, '') as addl_reqs,

src/dbt/deanslist/models/staging/stg_deanslist__incidents__attachments.sql

@@ -0,0 +1,32 @@
+select
+    i.incident_id,
+
+    a.attachmenttype as attachment_type,
+    a.contenttype as content_type,
+    a.entityname as entity_name,
+    a.entitytype as entity_type,
+    a.internalfilename as internal_filename,
+    a.internalfolder as internal_folder,
+    a.minuserlevel as min_user_level,
+    a.minuserlevelgroupname as min_user_level_group_name,
+    a.publicfilename as public_filename,
+    a.reporttype as report_type,
+    a.sourcetype as source_type,
+    a.url,
+
+    a.filepostedat.timezone as file_posted_at__timezone,
+    a.filepostedat.timezone_type as file_posted_at__timezone_type,
+
+    cast(a.attachmentid as int) as attachment_id,
+    cast(a.bytes as int) as bytes,
+    cast(a.entityid as int) as entity_id,
+    cast(a.schoolid as int) as school_id,
+    cast(a.sourceid as int) as source_id,
+    cast(a.studentid as int) as student_id,
+    cast(a.termid as int) as term_id,
+
+    cast(a.reportdate as date) as report_date,
+
+    cast(a.filepostedat.`date` as datetime) as file_posted_at__date,
+from {{ ref("stg_deanslist__incidents") }} as i
+cross join unnest(i.attachments) as a

src/dbt/kipptaf/models/amplify/dds/sources-external.yml

@@ -2,9 +2,10 @@ version: 2
 
 sources:
   - name: amplify
-    schema:
-      "{% if env_var('DBT_DEV', '') == 'true' %}_dev_kipptaf_amplify{% else %}kipptaf_amplify{%
-      endif %}"
+    schema: |
+      {% if env_var('DBT_DEV', '') == 'true' -%}_dev_kipptaf_amplify
+      {%- else -%}kipptaf_amplify
+      {%- endif %}
     tags:
       - stage_external_sources
     tables:

src/dbt/kipptaf/models/amplify/dibels/sources-drive.yml

@@ -2,9 +2,10 @@ version: 2
 
 sources:
   - name: amplify
-    schema:
-      "{% if env_var('DBT_DEV', '') == 'true' %}_dev_kipptaf_amplify{% else %}kipptaf_amplify{%
-      endif %}"
+    schema: |
+      {% if env_var('DBT_DEV', '') == 'true' -%}_dev_kipptaf_amplify
+      {%- else -%}kipptaf_amplify
+      {%- endif %}
     tags:
       - stage_external_sources
     tables:

src/dbt/kipptaf/models/amplify/mclass/sources-external.yml

@@ -2,9 +2,10 @@ version: 2
 
 sources:
   - name: amplify
-    schema:
-      "{% if env_var('DBT_DEV', '') == 'true' %}_dev_kipptaf_amplify{% else %}kipptaf_amplify{%
-      endif %}"
+    schema: |
+      {% if env_var('DBT_DEV', '') == 'true' -%}_dev_kipptaf_amplify
+      {%- else -%}kipptaf_amplify
+      {%- endif %}
     tags:
       - stage_external_sources
     tables:

src/dbt/kipptaf/models/deanslist/sources-kippcamden.yml

@@ -2,6 +2,10 @@ version: 2
 
 sources:
   - name: kippcamden_deanslist
+    schema: |
+      {% if env_var('DBT_DEV', '') == 'true' -%}_dev_kippcamden_deanslist
+      {%- else -%}kippcamden_deanslist
+      {%- endif %}
     tables:
       - name: stg_deanslist__behavior
         meta:
@@ -139,3 +143,11 @@ sources:
               - kippcamden
               - deanslist
               - stg_deanslist__dff_stats
+      - name: stg_deanslist__incidents__attachments
+        meta:
+          dagster:
+            group: deanslist
+            asset_key:
+              - kippcamden
+              - deanslist
+              - stg_deanslist__incidents__attachments

src/dbt/kipptaf/models/deanslist/sources-kippmiami.yml

@@ -2,6 +2,10 @@ version: 2
 
 sources:
   - name: kippmiami_deanslist
+    schema: |
+      {% if env_var('DBT_DEV', '') == 'true' -%}_dev_kippmiami_deanslist
+      {%- else -%}kippmiami_deanslist
+      {%- endif %}
     tables:
       - name: stg_deanslist__behavior
         meta:
@@ -139,3 +143,11 @@ sources:
               - kippmiami
               - deanslist
               - stg_deanslist__dff_stats
+      - name: stg_deanslist__incidents__attachments
+        meta:
+          dagster:
+            group: deanslist
+            asset_key:
+              - kippmiami
+              - deanslist
+              - stg_deanslist__incidents__attachments

src/dbt/kipptaf/models/deanslist/sources-kippnewark.yml

@@ -2,6 +2,10 @@ version: 2
 
 sources:
   - name: kippnewark_deanslist
+    schema: |
+      {% if env_var('DBT_DEV', '') == 'true' -%}_dev_kippnewark_deanslist
+      {%- else -%}kippnewark_deanslist
+      {%- endif %}
     tables:
       - name: stg_deanslist__behavior
         meta:
@@ -139,3 +143,11 @@ sources:
               - kippnewark
               - deanslist
               - stg_deanslist__dff_stats
+      - name: stg_deanslist__incidents__attachments
+        meta:
+          dagster:
+            group: deanslist
+            asset_key:
+              - kippnewark
+              - deanslist
+              - stg_deanslist__incidents__attachments

src/dbt/kipptaf/models/deanslist/staging/stg_deanslist__incidents__attachments.sql

@@ -0,0 +1,9 @@
+{{
+    dbt_utils.union_relations(
+        relations=[
+            source("kippnewark_deanslist", "stg_deanslist__incidents__attachments"),
+            source("kippcamden_deanslist", "stg_deanslist__incidents__attachments"),
+            source("kippmiami_deanslist", "stg_deanslist__incidents__attachments"),
+        ]
+    )
+}}

src/dbt/kipptaf/models/iready/sources-kippmiami.yml

@@ -2,9 +2,10 @@ version: 2
 
 sources:
   - name: kippmiami_iready
-    schema:
-      "{% if env_var('DBT_DEV', '') == 'true' %}_dev_kippmiami_iready{% else %}kippmiami_iready{%
-      endif %}"
+    schema: |
+      {% if env_var('DBT_DEV', '') == 'true' -%}_dev_kippmiami_iready
+      {%- else -%}kippmiami_iready
+      {%- endif %}
     tables:
       - name: stg_iready__diagnostic_results
         meta:

src/dbt/kipptaf/models/iready/sources-kippnj.yml

@@ -2,9 +2,10 @@ version: 2
 
 sources:
   - name: kippnj_iready
-    schema:
-      "{% if env_var('DBT_DEV', '') == 'true' %}_dev_kippnewark_iready{% else %}kippnewark_iready{%
-      endif %}"
+    schema: |
+      {% if env_var('DBT_DEV', '') == 'true' -%}_dev_kippnewark_iready
+      {%- else -%}kippnewark_iready
+      {%- endif %}
     tables:
       - name: stg_iready__diagnostic_results
         meta:

src/dbt/kipptaf/models/iready/staging/stg_iready__instruction_by_lesson_pro.sql

@@ -1,8 +1,8 @@
 {{
     dbt_utils.union_relations(
         relations=[
-            source("kippnj_iready", model.name),
-            source("kippmiami_iready", model.name),
+            source("kippnj_iready", "stg_iready__instruction_by_lesson_pro"),
+            source("kippmiami_iready", "stg_iready__instruction_by_lesson_pro"),
         ]
     )
 }}

src/teamster/code_locations/kippcamden/deanslist/assets.py

@@ -90,16 +90,6 @@
     api_version="v1",
     schema=BEHAVIOR_SCHEMA,
     partitions_def=DEANSLIST_FISCAL_MULTI_PARTITIONS_DEF,
-    op_tags={
-        "dagster-k8s/config": {
-            "container_config": {
-                "resources": {
-                    "requests": {"memory": "0.5Gi"},
-                    "limits": {"memory": "6.5Gi"},
-                }
-            }
-        }
-    },
 )
 
 fiscal_multi_partitions_assets = [behavior, *fiscal_multi_partitions_assets]

src/teamster/code_locations/kippnewark/deanslist/assets.py

@@ -90,16 +90,6 @@
     api_version="v1",
     schema=BEHAVIOR_SCHEMA,
     partitions_def=DEANSLIST_FISCAL_MULTI_PARTITIONS_DEF,
-    op_tags={
-        "dagster-k8s/config": {
-            "container_config": {
-                "resources": {
-                    "requests": {"cpu": "250m", "memory": "0.5Gi"},
-                    "limits": {"cpu": "1250m", "memory": "4.0Gi"},
-                }
-            }
-        }
-    },
 )
 
 fiscal_multi_partitions_assets = [behavior, *fiscal_multi_partitions_assets]

src/teamster/core/resources.py

@@ -1,3 +1,5 @@
+import os
+
 from dagster import EnvVar
 from dagster_dbt import DbtCliResource
 from dagster_gcp import BigQueryResource, GCSResource
@@ -71,12 +73,19 @@
 
 
 def get_io_manager_gcs_pickle(code_location):
+    if os.getenv("DAGSTER_CLOUD_IS_BRANCH_DEPLOYMENT") == "1":
+        code_location = "test"
+
     return GCSIOManager(
         gcs=GCS_RESOURCE, gcs_bucket=f"teamster-{code_location}", object_type="pickle"
     )
 
 
 def get_io_manager_gcs_avro(code_location, test=False):
+    if os.getenv("DAGSTER_CLOUD_IS_BRANCH_DEPLOYMENT") == "1":
+        code_location = "test"
+        test = True
+
     return GCSIOManager(
         gcs=GCS_RESOURCE,
         gcs_bucket=f"teamster-{code_location}",
@@ -86,6 +95,10 @@ def get_io_manager_gcs_avro(code_location, test=False):
 
 
 def get_io_manager_gcs_file(code_location, test=False):
+    if os.getenv("DAGSTER_CLOUD_IS_BRANCH_DEPLOYMENT") == "1":
+        code_location = "test"
+        test = True
+
     return GCSIOManager(
         gcs=GCS_RESOURCE,
         gcs_bucket=f"teamster-{code_location}",

src/teamster/libraries/deanslist/assets.py

@@ -143,25 +143,22 @@ def build_deanslist_paginated_multi_partition_asset(
     code_location: str,
     endpoint: str,
     api_version: str,
-    schema,
+    schema: dict,
     partitions_def: MultiPartitionsDefinition,
     op_tags: dict | None = None,
     params: dict | None = None,
 ) -> AssetsDefinition:
     if params is None:
         params = {}
 
-    asset_key = [code_location, "deanslist", "behavior"]
-
     @asset(
-        key=asset_key,
+        key=[code_location, "deanslist", "behavior"],
         metadata=params,
-        io_manager_key="io_manager_gcs_avro",
+        io_manager_key="io_manager_gcs_file",
         partitions_def=partitions_def,
         op_tags=op_tags,
         group_name="deanslist",
         kinds={"python"},
-        check_specs=[build_check_spec_avro_schema_valid(asset_key)],
     )
     def _asset(context: AssetExecutionContext, deanslist: DeansListResource):
         partition_key = _check.inst(obj=context.partition_key, ttype=MultiPartitionKey)
@@ -172,9 +169,10 @@ def _asset(context: AssetExecutionContext, deanslist: DeansListResource):
 
         date_partition_key_fy = FiscalYear(datetime=date_partition_key, start_month=7)
 
-        total_count, data = deanslist.list(
+        total_count, data_filepath = deanslist.list(
             api_version=api_version,
             endpoint=endpoint,
+            avro_schema=schema,
             school_id=int(partition_key.keys_by_dimension["school"]),
             params={
                 "UpdatedSince": date_partition_key.date().isoformat(),
@@ -184,9 +182,6 @@ def _asset(context: AssetExecutionContext, deanslist: DeansListResource):
             },
         )
 
-        yield Output(value=(data, schema), metadata={"records": total_count})
-        yield check_avro_schema_valid(
-            asset_key=context.asset_key, records=data, schema=schema
-        )
+        yield Output(value=data_filepath, metadata={"records": total_count})
 
     return _asset

src/teamster/libraries/deanslist/resources.py

@@ -1,3 +1,7 @@
+import pathlib
+
+import fastavro
+import fastavro.types
 import yaml
 from dagster import ConfigurableResource, DagsterLogManager, InitResourceContext, _check
 from pydantic import PrivateAttr
@@ -99,16 +103,35 @@ def list(
         school_id: int,
         params: dict,
         page_size: int = 250000,
+        avro_schema: fastavro.types.Schema | None = None,
         *args,
         **kwargs,
     ):
         page: int = 1
         total_pages: int = 2
         total_count: int = 0
-        data: list[dict] = []
+        all_data: list[dict] = []
+
+        data_filepath = pathlib.Path(
+            f"env/deanslist/{endpoint}/{params["UpdatedSince"]}/{school_id}/data.avro"
+        ).absolute()
 
         url = self._get_url(*args, api_version=api_version, endpoint=endpoint)
 
+        if avro_schema is not None:
+            data_filepath.parent.mkdir(parents=True, exist_ok=True)
+
+            with data_filepath.open("wb") as fo:
+                fastavro.writer(
+                    fo=fo,
+                    schema=avro_schema,
+                    records=[],
+                    codec="snappy",
+                    strict_allow_default=True,
+                )
+
+        fo = data_filepath.open("a+b")
+
         while page <= total_pages:
             params.update({"page_size": page_size, "page": page})
 
@@ -118,8 +141,24 @@ def list(
 
             total_count = response_json["total_count"]
             total_pages = response_json["total_pages"]
-            data.extend(response_json["data"])
+            data = response_json["data"]
+
+            if avro_schema is not None:
+                fastavro.writer(
+                    fo=fo,
+                    schema=avro_schema,
+                    records=data,
+                    codec="snappy",
+                    strict_allow_default=True,
+                )
+            else:
+                all_data.extend(data)
 
             page += 1
 
-        return int(total_count), data
+        fo.close()
+
+        if avro_schema is not None:
+            return int(total_count), data_filepath
+        else:
+            return int(total_count), all_data