From 1ca6e6f6ce345f0b7537cc6872d6154eacd9555d Mon Sep 17 00:00:00 2001 From: georgewoodhead <50772749+georgewoodhead@users.noreply.github.com> Date: Wed, 15 Nov 2023 10:51:17 +0000 Subject: [PATCH] Add base macros --- dbt_project.yml | 22 +- .../snowplow_media_player_base_expected.csv | 2 +- ...w_media_player_media_ad_views_expected.csv | 2 +- .../source/snowplow_media_player_events.csv | 5296 ++++++++--------- integration_tests/dbt_project.yml | 11 +- .../models/actual/actual_vs_expected.yml | 4 +- macros/identifiers.sql | 67 + models/base/manifest/base_manifest.yml | 6 +- ...layer_base_sessions_lifecycle_manifest.sql | 156 - ...layer_base_sessions_lifecycle_manifest.sql | 132 - ...layer_base_sessions_lifecycle_manifest.sql | 128 - ...layer_base_sessions_lifecycle_manifest.sql | 132 - ...media_player_base_quarantined_sessions.sql | 18 +- ...layer_base_sessions_lifecycle_manifest.sql | 41 + ...plow_media_player_incremental_manifest.sql | 14 +- models/base/scratch/base_scratch.yml | 2 +- ...plow_media_player_base_events_this_run.sql | 61 +- ...plow_media_player_base_events_this_run.sql | 57 +- ...plow_media_player_base_events_this_run.sql | 380 +- ...plow_media_player_base_events_this_run.sql | 58 +- ...ow_media_player_base_sessions_this_run.sql | 28 +- .../media_ad_views/scratch/base_scratch.yml | 2 +- ...w_media_player_media_ad_views_this_run.sql | 2 +- .../snowplow_media_player_media_ads.sql | 28 +- models/media_base/media_base.yml | 2 +- .../snowplow_media_player_base_this_run.sql | 4 +- packages.yml | 2 +- 27 files changed, 2993 insertions(+), 3664 deletions(-) create mode 100644 macros/identifiers.sql delete mode 100644 models/base/manifest/bigquery/snowplow_media_player_base_sessions_lifecycle_manifest.sql delete mode 100644 models/base/manifest/databricks/snowplow_media_player_base_sessions_lifecycle_manifest.sql delete mode 100644 models/base/manifest/default/snowplow_media_player_base_sessions_lifecycle_manifest.sql delete mode 100644 models/base/manifest/snowflake/snowplow_media_player_base_sessions_lifecycle_manifest.sql create mode 100644 models/base/manifest/snowplow_media_player_base_sessions_lifecycle_manifest.sql diff --git a/dbt_project.yml b/dbt_project.yml index a72c7ae..ed6183e 100644 --- a/dbt_project.yml +++ b/dbt_project.yml @@ -32,6 +32,7 @@ vars: snowplow__dev_target_name: 'dev' # snowplow__atomic_schema: 'atomic' # Only set if not using 'atomic' schema for Snowplow events data # snowplow__database: # Only set if not using target.database for Snowplow events data -- WILL BE IGNORED FOR DATABRICKS + # snowplow__events_table: 'events' # Only set if not using 'events' table for Snowplow events data # Variables - Operation and logic snowplow__complete_play_rate: 0.99 @@ -48,8 +49,12 @@ vars: snowplow__upsert_lookback_days: 30 snowplow__allow_refresh: false snowplow__app_id: [] - - snowplow__session_timestamp: collector_tstamp # Used to manage utils version higher than 0.15.1, do not change until new base macro is used + snowplow__session_timestamp: collector_tstamp + # please refer to the macros within identifiers.sql for default session and user values + snowplow__session_identifiers: [] + # snowplow__session_sql: 'sc.session_id' # takes priority over session_identifiers + snowplow__user_identifiers: [] + # snowplow__user_sql: 'sc.user_id' # takes priority over user identifiers # Variables - Contexts, filters, and logs # please set any of the below three variables to true if the related context schemas are enabled for your warehouse, please note it cannot be used to filter the data: @@ -85,6 +90,7 @@ vars: snowplow__derived_tstamp_partitioned: true snowplow__query_tag: 'snowplow_dbt' snowplow__enable_load_tstamp: true + snowplow__entities_or_sdes: [] # Databricks Only # Depending on the use case it should either be the catalog (for Unity Catalog users from databricks connector 1.1.1 onwards) or the same value as your snowplow__atomic_schema (unless changed it should be 'atomic') # snowplow__databricks_catalog: 'hive_metastore' @@ -93,9 +99,9 @@ vars: on-run-start: - '{{ snowplow_media_player_delete_from_manifest(var("models_to_remove",[])) }}' -# Update manifest table with last event consumed per sucessfully executed node/model +# Update manifest table with last event consumed per successfully executed node/model on-run-end: - - '{{ snowplow_utils.snowplow_incremental_post_hook("snowplow_media_player") }}' + - '{{ snowplow_utils.snowplow_incremental_post_hook("snowplow_media_player", "snowplow_media_player_incremental_manifest", "snowplow_media_player_base_events_this_run", var("snowplow__session_tstamp", "collector_tstamp")) }}' models: snowplow_media_player: @@ -104,14 +110,6 @@ models: base: manifest: +schema: "snowplow_manifest" - bigquery: - +enabled: "{{ target.type == 'bigquery' | as_bool() }}" - databricks: - +enabled: "{{ target.type in ['databricks', 'spark'] | as_bool() }}" - default: - +enabled: "{{ target.type in ['redshift', 'postgres'] | as_bool() }}" - snowflake: - +enabled: "{{ target.type == 'snowflake' | as_bool() }}" scratch: +schema: 'scratch' +tags: 'scratch' diff --git a/integration_tests/data/expected/snowplow_media_player_base_expected.csv b/integration_tests/data/expected/snowplow_media_player_base_expected.csv index 1975784..136ab71 100644 --- a/integration_tests/data/expected/snowplow_media_player_base_expected.csv +++ b/integration_tests/data/expected/snowplow_media_player_base_expected.csv @@ -1,4 +1,4 @@ -play_id,page_view_id,media_identifier,player_id,media_label,session_identifier,domain_userid,user_id,page_referrer,page_url,source_url,geo_region_name,br_name,dvce_type,os_name,os_timezone,platform,duration_secs,media_type,media_player_type,start_tstamp,end_tstamp,paused_time_secs,buffering_time_secs,ads_time_secs,seeks,ads,ads_clicked,ads_skipped,ad_breaks,is_played,is_valid_play,is_complete_play,percent_progress_reached,play_time_secs,play_time_muted_secs,avg_playback_rate,retention_rate,content_watched_secs,content_watched_percent +play_id,page_view_id,media_identifier,player_id,media_label,session_identifier,user_identifier,user_id,page_referrer,page_url,source_url,geo_region_name,br_name,dvce_type,os_name,os_timezone,platform,duration_secs,media_type,media_player_type,start_tstamp,end_tstamp,paused_time_secs,buffering_time_secs,ads_time_secs,seeks,ads,ads_clicked,ads_skipped,ad_breaks,is_played,is_valid_play,is_complete_play,percent_progress_reached,play_time_secs,play_time_muted_secs,avg_playback_rate,retention_rate,content_watched_secs,content_watched_percent d37760b0061292a5ac168324c5a4befe,70d2839e-c8a6-4cbc-abc5-e1ff763a82b3,ae9ad2ba4e69068fa1807c9f41d9235a,html-dbt,dbt Coalesce 2021 - Data modeling at Scale,6108e41d-e9a5-446b-aced-3f075e47c638,626641ff-a212-4a20-a034-96c1cd9e8b63,,,https://snowplowanalytics.com/dbt-coalesce-data-at-scale-html-2021/,https://snowplowanalytics.com/wp-content/uploads/sites/3/2022/01/Modeling-event-data-at-scale-w_-Paul-Boocock-of-Snowplow-H6Q-dtQ7xdM.mp4,Devon,Firefox 9,Computer,Mac OS X,Europe/London,web,1887,video,org.whatwg-media_element,2022-01-18 12:11:12.690000000,2022-01-18 12:11:34.315000000,,,,1,,,,,true,false,false,,0.000,0.000,1.000,0.000,, 0677535575450bcdbbb41652e503cdd3,7b2539f5-6ea4-4625-81c2-04dc8ee950d6,ae9ad2ba4e69068fa1807c9f41d9235a,html-dbt,dbt Coalesce 2021 - Data modeling at Scale,f93e8a1e-1fa0-444d-bf13-9cc5c2eecb34,8386d9a2-fb0c-4567-b20a-a6c73c0d6e1c,,,https://snowplowanalytics.com/dbt-coalesce-data-at-scale-html-2021/,https://snowplowanalytics.com/wp-content/uploads/sites/3/2022/01/Modeling-event-data-at-scale-w_-Paul-Boocock-of-Snowplow-H6Q-dtQ7xdM.mp4,Staffordshire,Firefox 9,Computer,Mac OS X,Europe/London,web,1887,video,org.whatwg-media_element,2022-01-18 11:57:21.354000000,2022-01-18 11:57:22.504000000,,,,0,,,,,true,false,false,,0.000,0.000,1.000,0.000,, 01a156bb8313e33f1de0b8900cedf07f,ffae6eef-c255-4dea-918f-f793c716e117,ae9ad2ba4e69068fa1807c9f41d9235a,html-dbt,dbt Coalesce 2021 - Data modeling at Scale,f93e8a1e-1fa0-444d-bf13-9cc5c2eecb34,8386d9a2-fb0c-4567-b20a-a6c73c0d6e1c,,https://tagassistant.google.com/,https://snowplowanalytics.com/dbt-coalesce-data-at-scale-html-2021/?gtm_debug=1643370977451,https://snowplowanalytics.com/wp-content/uploads/sites/3/2022/01/Modeling-event-data-at-scale-w_-Paul-Boocock-of-Snowplow-H6Q-dtQ7xdM.mp4,Staffordshire,Firefox 9,Computer,Mac OS X,Europe/London,web,1887,video,org.whatwg-media_element,2022-01-18 11:56:27.815000000,2022-01-18 11:56:42.221000000,,,,1,,,,,true,true,false,100,472.000,0.000,1.000,0.000,, diff --git a/integration_tests/data/expected/snowplow_media_player_media_ad_views_expected.csv b/integration_tests/data/expected/snowplow_media_player_media_ad_views_expected.csv index fb84277..3470e05 100644 --- a/integration_tests/data/expected/snowplow_media_player_media_ad_views_expected.csv +++ b/integration_tests/data/expected/snowplow_media_player_media_ad_views_expected.csv @@ -1,4 +1,4 @@ -media_ad_id,platform,media_identifier,media_label,domain_userid,session_identifier,user_id,play_id,ad_break_id,ad_break_name,ad_break_type,ad_id,name,creative_id,duration_secs,pod_position,skippable,clicked,skipped,percent_reached_25,percent_reached_50,percent_reached_75,percent_reached_100,viewed_at,last_event +media_ad_id,platform,media_identifier,media_label,user_identifier,session_identifier,user_id,play_id,ad_break_id,ad_break_name,ad_break_type,ad_id,name,creative_id,duration_secs,pod_position,skippable,clicked,skipped,percent_reached_25,percent_reached_50,percent_reached_75,percent_reached_100,viewed_at,last_event 4d8f7edbf7172575c528d515864aef56,mob,12a63eafc0d70abcfc379a23ae9788e3,For bigger fun,403f1cce-bd79-1276-40c3-48c3d3ad3948,f408b333-9938-76af-9e34-d34b6c972cef,,9eaa0dfd-e97c-d84c-093a-4df583222cfc,342285bb-2a8c-adef-22f6-67eeb6a63732,break,linear,a825644f-3882-8dcc-5e20-c38007bbf5b4,Ad 1,ad-1,4,1,true,false,true,true,false,false,false,2022-10-08 13:47:37.043000000,2022-10-08 13:47:39.369000000 828fb17a4444393c01930e8ab54aa4a8,mob,12a63eafc0d70abcfc379a23ae9788e3,For bigger fun,71f59f48-2c65-9ddb-6f16-6781a07458f0,2782ceac-a287-f9d7-d9a7-82688894976d,,df668de4-9188-9408-1e62-67c1209745c8,7ce3c741-8413-5ea6-5aff-4726813cc236,break,linear,0c446fce-b41a-f88d-81b8-e73774bec5fe,Ad 2,ad-2,4,2,true,true,true,true,true,false,false,2022-10-08 11:09:05.102000000,2022-10-08 11:09:08.593000000 4d8f7edbf7172575c528d515864aef56,mob,12a63eafc0d70abcfc379a23ae9788e3,For bigger fun,403f1cce-bd79-1276-40c3-48c3d3ad3948,cbbcabcd-381a-7703-cbf5-143bcb7c4013,,446844e7-6dbd-4463-0b18-699df1a002b0,2ae78ec1-2599-c2a3-bf07-a10a81df6fba,break,linear,a825644f-3882-8dcc-5e20-c38007bbf5b4,Ad 1,ad-1,4,1,true,false,true,true,true,true,false,2022-10-08 14:59:43.813000000,2022-10-08 14:59:45.524000000 diff --git a/integration_tests/data/source/snowplow_media_player_events.csv b/integration_tests/data/source/snowplow_media_player_events.csv index cac68a9..bcb4430 100644 --- a/integration_tests/data/source/snowplow_media_player_events.csv +++ b/integration_tests/data/source/snowplow_media_player_events.csv @@ -1,2648 +1,2648 @@ -app_id,platform,etl_tstamp,collector_tstamp,dvce_created_tstamp,event,event_id,txn_id,name_tracker,v_tracker,v_collector,v_etl,user_id,user_ipaddress,user_fingerprint,domain_userid,domain_sessionidx,network_userid,geo_country,geo_region,geo_city,geo_zipcode,geo_latitude,geo_longitude,geo_region_name,ip_isp,ip_organization,ip_domain,ip_netspeed,page_url,page_title,page_referrer,page_urlscheme,page_urlhost,page_urlport,page_urlpath,page_urlquery,page_urlfragment,refr_urlscheme,refr_urlhost,refr_urlport,refr_urlpath,refr_urlquery,refr_urlfragment,refr_medium,refr_source,refr_term,mkt_medium,mkt_source,mkt_term,mkt_content,mkt_campaign,se_category,se_action,se_label,se_property,se_value,tr_orderid,tr_affiliation,tr_total,tr_tax,tr_shipping,tr_city,tr_state,tr_country,ti_orderid,ti_sku,ti_name,ti_category,ti_price,ti_quantity,pp_xoffset_min,pp_xoffset_max,pp_yoffset_min,pp_yoffset_max,useragent,br_name,br_family,br_version,br_type,br_renderengine,br_lang,br_features_pdf,br_features_flash,br_features_java,br_features_director,br_features_quicktime,br_features_realplayer,br_features_windowsmedia,br_features_gears,br_features_silverlight,br_cookies,br_colordepth,br_viewwidth,br_viewheight,os_name,os_family,os_manufacturer,os_timezone,dvce_type,dvce_ismobile,dvce_screenwidth,dvce_screenheight,doc_charset,doc_width,doc_height,tr_currency,tr_total_base,tr_tax_base,tr_shipping_base,ti_currency,ti_price_base,base_currency,geo_timezone,mkt_clickid,mkt_network,etl_tags,dvce_sent_tstamp,refr_domain_userid,refr_dvce_tstamp,domain_sessionid,derived_tstamp,event_vendor,event_name,event_format,event_version,event_fingerprint,true_tstamp,load_tstamp,event_id_dedupe_index,row_count,contexts_com_snowplowanalytics_snowplow_web_page_1_0_0,contexts_org_whatwg_video_element_1_0_0,contexts_org_whatwg_media_element_1_0_0,contexts_com_youtube_youtube_1_0_0,contexts_com_snowplowanalytics_snowplow_media_player_1_0_0,unstruct_event_com_snowplowanalytics_snowplow_media_player_event_1_0_0,contexts_com_snowplowanalytics_snowplow_gdpr_1_0_0,contexts_com_snowplowanalytics_snowplow_ua_parser_context_1_0_0,contexts_nl_basjes_yauaa_context_1_0_0,contexts_org_w3_performance_timing_1_0_0,unstruct_event_com_snowplowanalytics_snowplow_application_error_1_0_0,unstruct_event_com_snowplowanalytics_snowplow_change_form_1_0_0,unstruct_event_com_snowplowanalytics_snowplow_focus_form_1_0_0,unstruct_event_com_snowplowanalytics_snowplow_link_click_1_0_0,unstruct_event_com_snowplowanalytics_snowplow_submit_form_1_0_0,unstruct_event_com_planonsoftware_ctx_workspace_1_0_0,unstruct_event_com_snplow_eng_aws_special_chars_1_0_0,unstruct_event_com_snowplowanalytics_snowplow_website_snplow_cookies_1_0_0,contexts_com_optimizely_optimizelyx_summary_1_0_0,contexts_com_zenefits_frontend_events_all_1_0_0,contexts_com_snowplowanalytics_mobile_application_1_0_0,contexts_com_snowplowanalytics_mobile_screen_1_0_0,contexts_com_snowplowanalytics_snowplow_client_session_1_0_0,contexts_com_snowplowanalytics_snowplow_geolocation_context_1_0_0,contexts_com_snowplowanalytics_snowplow_mobile_context_1_0_0,unstruct_event_com_snowplowanalytics_mobile_screen_view_1_0_0,unstruct_event_com_snowplowanalytics_snowplow_timing_1_0_0,contexts_com_snowplowanalytics_mobile_screen_view_1_0_0,contexts_com_iab_snowplow_spiders_and_robots_1_0_0,unstruct_event_com_snowplowanalytics_snowplow_site_search_1_0_0,contexts_com_segment_screen_1_0_0,unstruct_event_com_segment_screen_1_0_0,contexts_com_snowplowanalytics_iglu_anything_a_1_0_0,unstruct_event_com_apple_notification_event_1_0_0,unstruct_event_com_snowplowanalytics_mobile_application_install_1_0_0,unstruct_event_com_snowplowanalytics_snowplow_application_background_1_0_0,unstruct_event_com_snowplowanalytics_snowplow_application_foreground_1_0_0,unstruct_event_com_snowplowanalytics_plg_interaction_1_0_0,unstruct_event_com_snowplowanalytics_snowplow_website_demo_request_1_0_0,unstruct_event_com_snowplowanalytics_techops_terraform_action_1_0_0,unstruct_event_com_snowplowanalytics_snowplow_add_to_cart_1_0_0,unstruct_event_com_snowplowanalytics_console_structures_ui_schema_1_0_0,unstruct_event_com_snowplowanalytics_monitor_storage_warehouse_group_context_1_0_0,contexts_com_snowplowanalytics_snowplow_duplicate_1_0_0,contexts_org_ietf_http_client_hints_1_0_0,unstruct_event_acme_com_consultation_teo_1_0_0,contexts_com_google_analytics_cookies_1_0_0,contexts_com_snowplowanalytics_snowplow_media_player_2_0_0,unstruct_event_com_snowplowanalytics_iglu_anything_a_1_0_0,unstruct_event_org_ietf_http_cookie_1_0_0,unstruct_event_com_mailgun_recipient_unsubscribed_1_0_0,unstruct_event_com_mailgun_message_clicked_1_0_0,unstruct_event_com_mailgun_message_opened_1_0_0,unstruct_event_com_mailgun_message_delivered_1_0_0,unstruct_event_com_mailgun_message_complained_1_0_0,contexts_com_snowplowanalytics_mobile_deep_link_1_0_0,contexts_com_snowplowanalytics_mobile_application_lifecycle_1_0_0,unstruct_event_com_snowplowanalytics_mobile_deep_link_received_1_0_0,unstruct_event_com_snowplowanalytics_mobile_message_notification_1_0_0,unstruct_event_com_jordan_ui_interaction_1_0_0,contexts_com_jordan_ui_element_1_0_0,contexts_com_viltest_search_1_0_0,unstruct_event_com_sendgrid_spamreport_2_0_0,unstruct_event_com_sendgrid_dropped_2_0_0,unstruct_event_com_sendgrid_unsubscribe_2_0_0,unstruct_event_com_sendgrid_deferred_2_0_0,unstruct_event_com_sendgrid_delivered_2_0_0,unstruct_event_com_sendgrid_open_2_0_0,unstruct_event_com_sendgrid_group_resubscribe_2_0_0,unstruct_event_com_sendgrid_group_unsubscribe_2_0_0,unstruct_event_com_sendgrid_processed_2_0_0,unstruct_event_com_sendgrid_bounce_2_0_0,unstruct_event_com_sendgrid_click_2_0_0,unstruct_event_com_snowplowanalytics_snowplow_cmp_visible_1_0_0,unstruct_event_com_snowplowanalytics_snowplow_consent_preferences_1_0_0,contexts_com_snowplowanalytics_snowplow_sql_enrichment_example_1_0_0,contexts_com_snplow_eng_aws_temp_page_1_0_0,contexts_com_snplow_eng_aws_temp_user_1_0_0,unstruct_event_com_snplow_sales_gcp_ruby_test_event_1_0_0,unstruct_event_com_snowplowanalytics_snowplow_ad_impression_1_0_0,contexts_com_teo_product_1_0_0,unstruct_event_com_teo_checkout_funnel_2_0_0,contexts_com_teo_user_1_0_0,contexts_com_snowplowanalytics_snowplow_add_to_cart_1_0_0,unstruct_event_com_snplow_eng_aws_shopify_cart_event_2_0_0,contexts_com_snplow_eng_aws_dw_product_entity_test_1_0_0,contexts_aws_sandbox_parquet_null_1_0_0,unstruct_event_com_snplow_sales_gcp_vehicle_search_1_0_0,contexts_com_snplow_sales_gcp_vehicle_context_2_0_0,unstruct_event_com_snowplowanalytics_snowplow_ecommerce_snowplow_ecommerce_action_1_0_0,contexts_com_snowplowanalytics_snowplow_ecommerce_page_1_0_0,contexts_com_snowplowanalytics_snowplow_ecommerce_product_1_0_0,contexts_com_snowplowanalytics_snowplow_ecommerce_checkout_step_1_0_0,contexts_com_snowplowanalytics_snowplow_ecommerce_cart_1_0_0,contexts_com_snowplowanalytics_snowplow_ecommerce_user_1_0_0,contexts_com_snowplowanalytics_snowplow_ecommerce_transaction_1_0_0,contexts_com_enes_test1_1_0_0,unstruct_event_com_enes_test1_1_0_0,contexts_com_snowplowanalytics_iglu_validation_info_1_0_0,contexts_com_google_analytics_enhanced_ecommerce_action_field_object_1_0_0,unstruct_event_com_google_analytics_enhanced_ecommerce_action_1_0_0,contexts_com_snowplowanalytics_snowplow_ecommerce_refund_1_0_0,contexts_com_snowplowanalytics_snowplow_identify_1_0_0,unstruct_event_com_snowplowanalytics_snowplow_consent_withdrawn_1_0_0,contexts_com_snowplowanalytics_snowplow_ecommerce_promotion_1_0_0,contexts_com_snowplowanalytics_snowplow_link_click_1_0_0,contexts_com_snowplowanalytics_snowplow_consent_document_1_0_0,unstruct_event_com_snowplowanalytics_snowplow_consent_granted_1_0_0,contexts_com_snplow_sales_gcp_demo_ecommerce_entity_user_1_0_0,unstruct_event_com_snplow_eng_aws_media_player_event_1_0_0,unstruct_event_com_snplow_eng_aws_rahul_event_1_0_0,contexts_com_snowplowanalytics_snowplow_media_ad_break_1_0_0,unstruct_event_com_snowplowanalytics_snowplow_media_pause_event_1_0_0,unstruct_event_com_snowplowanalytics_snowplow_media_ad_skip_event_1_0_0,unstruct_event_com_snowplowanalytics_snowplow_media_play_event_1_0_0,unstruct_event_com_snowplowanalytics_snowplow_media_ad_break_end_event_1_0_0,contexts_com_snowplowanalytics_snowplow_media_session_1_0_0,unstruct_event_com_snowplowanalytics_snowplow_media_ad_start_event_1_0_0,unstruct_event_com_snowplowanalytics_snowplow_media_ping_event_1_0_0,contexts_com_snowplowanalytics_snowplow_media_ad_1_0_0,unstruct_event_com_snowplowanalytics_snowplow_media_ad_complete_event_1_0_0,unstruct_event_com_snowplowanalytics_snowplow_media_ad_break_start_event_1_0_0,unstruct_event_com_snowplowanalytics_snowplow_media_buffer_start_event_1_0_0,unstruct_event_com_snowplowanalytics_snowplow_media_percent_progress_event_1_0_0,unstruct_event_com_snowplowanalytics_snowplow_media_seek_end_event_1_0_0,unstruct_event_com_snowplowanalytics_snowplow_media_seek_start_event_1_0_0,unstruct_event_com_snowplowanalytics_snowplow_media_end_event_1_0_0,unstruct_event_com_snowplowanalytics_snowplow_media_ad_quartile_event_1_0_0,unstruct_event_com_snowplowanalytics_snowplow_media_volume_change_event_1_0_0,unstruct_event_com_snowplowanalytics_snowplow_media_ad_click_event_1_0_0,unstruct_event_com_snowplowanalytics_snowplow_media_playback_rate_change_event_1_0_0,contexts_com_snowplowanalytics_snowplow_client_session_1_0_2,sf_contexts_com_snowplowanalytics_snowplow_client_session_1_0_2,sf_contexts_org_whatwg_video_element_1_0_0,sf_contexts_org_whatwg_media_element_1_0_0,sf_contexts_com_youtube_youtube_1_0_0,sf_contexts_com_snowplowanalytics_snowplow_media_player_1_0_0,sf_contexts_com_snowplowanalytics_snowplow_media_player_2_0_0,sf_contexts_com_snowplowanalytics_snowplow_media_session_1_0_0,sf_contexts_com_snowplowanalytics_snowplow_media_ad_1_0_0,sf_contexts_com_snowplowanalytics_snowplow_media_ad_break_1_0_0,sf_unstruct_event_com_snowplowanalytics_snowplow_media_ad_quartile_event_1_0_0 -sp-media-tracking,web,2022-01-18 11:56:28.389,2022-01-18 11:56:27.816,2022-01-18 11:56:27.571,unstruct,99226fef-58b9-4501-89c5-818d53c50359,,sp-media,js-3.2.3,snowplow-stream-collector-kinesis-2.4.5-kinesis,streamCommon-2.0.4-common-2.0.4,,f6b20609ce62fafa9a593d85687e4ae32131fd3540db3e6dffadd9b8cae9b3c2,,8386d9a2-fb0c-4567-b20a-a6c73c0d6e1c,7,edf125d2-4dfc-42db-b771-7a2a98785248,GB,ST,Stafford,ST16,52.808,-2.1118,Staffordshire,Virgin Media,Virgin Media,virginm.net,,https://snowplowanalytics.com/dbt-coalesce-data-at-scale-html-2021/?gtm_debug=1643370977451,,https://tagassistant.google.com/,https,snowplowanalytics.com,443,/dbt-coalesce-data-at-scale-html-2021/,gtm_debug=1643370977451,,https,tagassistant.google.com,443,/,,,search,Google,,,,,,,,,,,,,,,,,,,,,,,,,,0,0,0,0,Mozilla/5.0 (Macintosh; Intel Mac OS X 10.15; rv:96.0) Gecko/20100101 Firefox/96.0,Firefox 9,Firefox,96.0,Browser,GECKO,en-GB,,,,,,,,,,True,24,667,1302,Mac OS X,Mac OS X,Apple 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""layoutEngineVersionMajor"": ""115"", ""networkType"": ""Unknown"", ""operatingSystemClass"": ""Desktop"", ""operatingSystemName"": ""Mac OS"", ""operatingSystemNameVersion"": ""Mac OS >=10.15.7"", ""operatingSystemNameVersionMajor"": ""Mac OS >=10.15"", ""operatingSystemVersion"": "">=10.15.7"", ""operatingSystemVersionBuild"": ""??"", ""operatingSystemVersionMajor"": "">=10.15"", ""webviewAppName"": ""Unknown"", ""webviewAppNameVersionMajor"": ""Unknown ??"", ""webviewAppVersion"": ""??"", ""webviewAppVersionMajor"": ""??""}]",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, diff --git a/integration_tests/dbt_project.yml b/integration_tests/dbt_project.yml index 3de619c..8f8dfae 100644 --- a/integration_tests/dbt_project.yml +++ b/integration_tests/dbt_project.yml @@ -45,6 +45,7 @@ vars: # Variables - Warehouse and tracker snowplow__percent_progress_boundaries: [10, 25, 50, 75] snowplow__events: '{{ ref("snowplow_media_player_events_stg") }}' + snowplow__events_table: 'snowplow_media_player_events_stg' snowplow__start_date: '2022-01-17' snowplow__atomic_schema: '{{ target.schema }}_snplw_media_player_int_tests' @@ -65,6 +66,14 @@ vars: # Variables - Warehouse Specific snowplow__page_view_context: 'snowplow_web_page_view_context' + snowplow__context_mobile_session: | + {% if target.type in ['postgres', 'redshift'] -%} + com_snowplowanalytics_snowplow_client_session_1 + {%- elif target.type in ['bigquery'] -%} + contexts_com_snowplowanalytics_snowplow_client_session_1_0_2 + {%- else -%} + contexts_com_snowplowanalytics_snowplow_client_session_1 + {%- endif %} seeds: quote_columns: false @@ -297,7 +306,7 @@ seeds: platform: '{{ "string" if target.type in ["bigquery", "databricks", "spark"] else "varchar" }}' media_identifier: '{{ "string" if target.type in ["bigquery", "databricks", "spark"] else "varchar" }}' media_label: '{{ "string" if target.type in ["bigquery", "databricks", "spark"] else "varchar" }}' - domain_userid: '{{ "string" if target.type in ["bigquery", "databricks", "spark"] else "varchar" }}' + user_identifier: '{{ "string" if target.type in ["bigquery", "databricks", "spark"] else "varchar" }}' user_id: '{{ "string" if target.type in ["bigquery", "databricks", "spark"] else "varchar" }}' play_id: '{{ "string" if target.type in ["bigquery", "databricks", "spark"] else "varchar" }}' ad_break_id: '{{ "string" if target.type in ["bigquery", "databricks", "spark"] else "varchar" }}' diff --git a/integration_tests/models/actual/actual_vs_expected.yml b/integration_tests/models/actual/actual_vs_expected.yml index 18ffe1f..f7995ac 100644 --- a/integration_tests/models/actual/actual_vs_expected.yml +++ b/integration_tests/models/actual/actual_vs_expected.yml @@ -14,7 +14,7 @@ models: - player_id - media_label - session_identifier - - domain_userid + - user_identifier - user_id - duration_secs - media_type @@ -92,7 +92,7 @@ models: - platform - media_identifier - media_label - - domain_userid + - user_identifier - user_id - play_id - ad_break_id diff --git a/macros/identifiers.sql b/macros/identifiers.sql new file mode 100644 index 0000000..6ba13ee --- /dev/null +++ b/macros/identifiers.sql @@ -0,0 +1,67 @@ +{# +Copyright (c) 2022-present Snowplow Analytics Ltd. All rights reserved. +This program is licensed to you under the Snowplow Personal and Academic License Version 1.0, +and you may not use this file except in compliance with the Snowplow Personal and Academic License Version 1.0. +You may obtain a copy of the Snowplow Personal and Academic License Version 1.0 at https://docs.snowplow.io/personal-and-academic-license-1.0/ +#} + +{% macro session_identifiers() %} + + {% if target.type == 'snowflake' -%} + {% set mobile_field = 'sessionId' %} + {%- else -%} + {% set mobile_field = 'session_id' %} + {%- endif %} + + {% if var('snowplow__session_identifiers') %} + {{ return(var('snowplow__session_identifiers')) }} + + {% else %} + + {% if var('snowplow__enable_web_events') and var('snowplow__enable_mobile_events') %} + {{ return([ + {'schema': var('snowplow__context_mobile_session'), 'field': mobile_field, 'prefix': 'session_'}, + {'schema': 'atomic', 'field': 'domain_sessionid', 'prefix': 'session_'} + ]) }} + + {% elif var('snowplow__enable_mobile_events') %} + {{ return([{'schema': var('snowplow__context_mobile_session'), 'field': mobile_field, 'prefix': 'session_'}]) }} + + {% else %} + {{ return([{'schema': 'atomic', 'field': 'domain_sessionid', 'prefix': 'session_'}] )}} + + {% endif %} + {% endif %} + +{% endmacro %} + + +{% macro user_identifiers() %} + + {% if target.type == 'snowflake' -%} + {% set mobile_field = 'userId' %} + {%- else -%} + {% set mobile_field = 'user_id' %} + {%- endif %} + + {% if var('snowplow__user_identifiers') %} + {{ return(var('snowplow__user_identifiers')) }} + + {% else %} + + {% if var('snowplow__enable_web_events') and var('snowplow__enable_mobile_events') %} + {{ return([ + {'schema': var('snowplow__context_mobile_session'), 'field': mobile_field, 'prefix': 'user_'}, + {'schema': 'atomic', 'field': 'domain_userid', 'prefix': 'user_'} + ]) }} + + {% elif var('snowplow__enable_mobile_events') %} + {{ return([{'schema': var('snowplow__context_mobile_session'), 'field': mobile_field, 'prefix': 'user_'}]) }} + + {% else %} + {{ return([{'schema': 'atomic', 'field': 'domain_userid', 'prefix': 'user_'}] )}} + + {% endif %} + {% endif %} + +{% endmacro %} diff --git a/models/base/manifest/base_manifest.yml b/models/base/manifest/base_manifest.yml index 3aadc4d..1d29e0b 100644 --- a/models/base/manifest/base_manifest.yml +++ b/models/base/manifest/base_manifest.yml @@ -4,14 +4,14 @@ models: - name: snowplow_media_player_base_sessions_lifecycle_manifest description: '{{ doc("table_base_sessions_lifecycle_manifest") }}' columns: - - name: session_id + - name: session_identifier description: '{{ doc("col_session_identifier") }}' tags: - primary-key tests: - unique - not_null - - name: domain_userid + - name: user_identifier description: '{{ doc("col_domain_userid") }}' - name: start_tstamp description: The `collector_tstamp` when the session began @@ -36,7 +36,7 @@ models: - name: snowplow_media_player_base_quarantined_sessions description: '{{ doc("table_base_quarantined_sessions") }}' columns: - - name: session_id + - name: session_identifier description: The `session_id` of the quarantined session tags: - primary-key diff --git a/models/base/manifest/bigquery/snowplow_media_player_base_sessions_lifecycle_manifest.sql b/models/base/manifest/bigquery/snowplow_media_player_base_sessions_lifecycle_manifest.sql deleted file mode 100644 index 85b270a..0000000 --- a/models/base/manifest/bigquery/snowplow_media_player_base_sessions_lifecycle_manifest.sql +++ /dev/null @@ -1,156 +0,0 @@ -{# -Copyright (c) 2022-present Snowplow Analytics Ltd. All rights reserved. -This program is licensed to you under the Snowplow Personal and Academic License Version 1.0, -and you may not use this file except in compliance with the Snowplow Personal and Academic License Version 1.0. -You may obtain a copy of the Snowplow Personal and Academic License Version 1.0 at https://docs.snowplow.io/personal-and-academic-license-1.0/ -#} - -{{ - config( - materialized='incremental', - unique_key='session_id', - upsert_date_key='start_tstamp', - sort='start_tstamp', - dist='session_id', - partition_by = snowplow_utils.get_value_by_target_type(bigquery_val={ - "field": "start_tstamp", - "data_type": "timestamp" - }, databricks_val='start_tstamp_date'), - cluster_by=snowplow_utils.get_value_by_target_type(bigquery_val=["session_id"], snowflake_val=["to_date(start_tstamp)"]), - full_refresh=snowplow_media_player.allow_refresh(), - tags=["manifest"], - sql_header=snowplow_utils.set_query_tag(var('snowplow__query_tag', 'snowplow_dbt')), - tblproperties={ - 'delta.autoOptimize.optimizeWrite' : 'true', - 'delta.autoOptimize.autoCompact' : 'true' - }, - snowplow_optimize = true - ) -}} - --- Known edge cases: --- 1: Rare case with multiple domain_userid per session. - -{% set lower_limit, upper_limit, _ = snowplow_utils.return_base_new_event_limits(ref('snowplow_media_player_base_new_event_limits')) %} -{% set session_lookback_limit = snowplow_utils.get_session_lookback_limit(lower_limit) %} -{% set is_run_with_new_events = snowplow_utils.is_run_with_new_events('snowplow_media_player') %} - -with new_events_session_ids as ( - select - {% if var('snowplow__enable_mobile_events', false) %} - coalesce( - {{ snowplow_utils.get_optional_fields( - enabled=var('snowplow__enable_mobile_events', false), - fields=[{'field': 'session_id', 'dtype': 'string'}], - col_prefix='contexts_com_snowplowanalytics_snowplow_client_session_1_', - relation=source('atomic', 'events'), - relation_alias='e', - include_field_alias=false) }}, - e.domain_sessionid - ) as session_id, - max(coalesce( - {{ snowplow_utils.get_optional_fields( - enabled=var('snowplow__enable_mobile_events', false), - fields=[{'field': 'user_id', 'dtype': 'string'}], - col_prefix='contexts_com_snowplowanalytics_snowplow_client_session_1_', - relation=source('atomic', 'events'), - relation_alias='e', - include_field_alias=false) }}, - e.domain_userid - )) as domain_userid, - {% else %} - e.domain_sessionid as session_id, - max(e.domain_userid) as domain_userid, -- Edge case 1: Arbitary selection to avoid window function like first_value. - {% endif %} - min(e.collector_tstamp) as start_tstamp, - max(e.collector_tstamp) as end_tstamp - - from {{ var('snowplow__events') }} e - - where - {% if var('snowplow__enable_mobile_events', false) %} - coalesce( - {{ snowplow_utils.get_optional_fields( - enabled=var('snowplow__enable_mobile_events', false), - fields=[{'field': 'session_id', 'dtype': 'string'}], - col_prefix='contexts_com_snowplowanalytics_snowplow_client_session_1_', - relation=source('atomic', 'events'), - relation_alias='e', - include_field_alias=false) }}, - e.domain_sessionid - ) is not null - and not exists (select 1 from {{ ref('snowplow_media_player_base_quarantined_sessions') }} as a where a.session_id = coalesce( - {{ snowplow_utils.get_optional_fields( - enabled=var('snowplow__enable_mobile_events', false), - fields=[{'field': 'session_id', 'dtype': 'string'}], - col_prefix='contexts_com_snowplowanalytics_snowplow_client_session_1_', - relation=source('atomic', 'events'), - relation_alias='e', - include_field_alias=false) }}, - e.domain_sessionid - )) -- don't continue processing v.long sessions - {% else %} - e.domain_sessionid is not null - and not exists (select 1 from {{ ref('snowplow_media_player_base_quarantined_sessions') }} as a where a.session_id = e.domain_sessionid) -- don't continue processing v.long sessions - {% endif %} - and e.dvce_sent_tstamp <= {{ snowplow_utils.timestamp_add('day', var("snowplow__days_late_allowed", 3), 'dvce_created_tstamp') }} -- don't process data that's too late - and e.collector_tstamp >= {{ lower_limit }} - and e.collector_tstamp <= {{ upper_limit }} - and {{ snowplow_utils.app_id_filter(var("snowplow__app_id",[])) }} - and {{ event_name_filter(var("snowplow__media_event_names", ["media_player_event"]))}} - and {{ is_run_with_new_events }} --don't reprocess sessions that have already been processed. - {% if var('snowplow__derived_tstamp_partitioned', true) and target.type == 'bigquery' | as_bool() %} -- BQ only - and e.derived_tstamp >= {{ lower_limit }} - and e.derived_tstamp <= {{ upper_limit }} - {% endif %} - - group by 1 - ) - -{% if is_incremental() %} - -, previous_sessions as ( - select * - - from {{ this }} - - where start_tstamp >= {{ session_lookback_limit }} - and {{ is_run_with_new_events }} --don't reprocess sessions that have already been processed. -) - -, session_lifecycle as ( - select - ns.session_id, - coalesce(self.domain_userid, ns.domain_userid) as domain_userid, -- Edge case 1: Take previous value to keep domain_userid consistent. Not deterministic but performant - least(ns.start_tstamp, coalesce(self.start_tstamp, ns.start_tstamp)) as start_tstamp, - greatest(ns.end_tstamp, coalesce(self.end_tstamp, ns.end_tstamp)) as end_tstamp -- BQ 1 NULL will return null hence coalesce - - from new_events_session_ids ns - left join previous_sessions as self - on ns.session_id = self.session_id - - where - self.session_id is null -- process all new sessions - or self.end_tstamp < {{ snowplow_utils.timestamp_add('day', var("snowplow__max_session_days", 3), 'self.start_tstamp') }} --stop updating sessions exceeding 3 days - ) - -{% else %} - -, session_lifecycle as ( - - select * from new_events_session_ids - -) - -{% endif %} - -select - sl.session_id, - sl.domain_userid, - sl.start_tstamp, - least({{ snowplow_utils.timestamp_add('day', var("snowplow__max_session_days", 3), 'sl.start_tstamp') }}, sl.end_tstamp) as end_tstamp -- limit session length to max_session_days - {% if target.type in ['databricks', 'spark'] -%} - , DATE(sl.start_tstamp) as start_tstamp_date - {%- endif %} - -from session_lifecycle sl diff --git a/models/base/manifest/databricks/snowplow_media_player_base_sessions_lifecycle_manifest.sql b/models/base/manifest/databricks/snowplow_media_player_base_sessions_lifecycle_manifest.sql deleted file mode 100644 index a98adb5..0000000 --- a/models/base/manifest/databricks/snowplow_media_player_base_sessions_lifecycle_manifest.sql +++ /dev/null @@ -1,132 +0,0 @@ -{# -Copyright (c) 2022-present Snowplow Analytics Ltd. All rights reserved. -This program is licensed to you under the Snowplow Personal and Academic License Version 1.0, -and you may not use this file except in compliance with the Snowplow Personal and Academic License Version 1.0. -You may obtain a copy of the Snowplow Personal and Academic License Version 1.0 at https://docs.snowplow.io/personal-and-academic-license-1.0/ -#} - -{{ - config( - materialized='incremental', - unique_key='session_id', - upsert_date_key='start_tstamp', - sort='start_tstamp', - dist='session_id', - partition_by = snowplow_utils.get_value_by_target_type(bigquery_val={ - "field": "start_tstamp", - "data_type": "timestamp" - }, databricks_val='start_tstamp_date'), - cluster_by=snowplow_utils.get_value_by_target_type(bigquery_val=["session_id"], snowflake_val=["to_date(start_tstamp)"]), - full_refresh=snowplow_media_player.allow_refresh(), - tags=["manifest"], - sql_header=snowplow_utils.set_query_tag(var('snowplow__query_tag', 'snowplow_dbt')), - tblproperties={ - 'delta.autoOptimize.optimizeWrite' : 'true', - 'delta.autoOptimize.autoCompact' : 'true' - }, - snowplow_optimize = true - ) -}} - --- Known edge cases: --- 1: Rare case with multiple domain_userid per session. - -{% set lower_limit, upper_limit, _ = snowplow_utils.return_base_new_event_limits(ref('snowplow_media_player_base_new_event_limits')) %} -{% set session_lookback_limit = snowplow_utils.get_session_lookback_limit(lower_limit) %} -{% set is_run_with_new_events = snowplow_utils.is_run_with_new_events('snowplow_media_player') %} - -with new_events_session_ids as ( - select - {% if var('snowplow__enable_mobile_events', false) %} - coalesce( - e.contexts_com_snowplowanalytics_snowplow_client_session_1[0].session_id::string, - e.domain_sessionid - ) as session_id, - max(coalesce( - e.contexts_com_snowplowanalytics_snowplow_client_session_1[0].user_id::string, - e.domain_userid - )) as domain_userid, - {% else %} - e.domain_sessionid as session_id, - max(e.domain_userid) as domain_userid, -- Edge case 1: Arbitary selection to avoid window function like first_value. - {% endif %} - min(e.collector_tstamp) as start_tstamp, - max(e.collector_tstamp) as end_tstamp - - from {{ var('snowplow__events') }} e - - where - {% if var('snowplow__enable_mobile_events', false) %} - coalesce( - e.contexts_com_snowplowanalytics_snowplow_client_session_1[0].session_id::string, - e.domain_sessionid - ) is not null - and not exists (select 1 from {{ ref('snowplow_media_player_base_quarantined_sessions') }} as a where a.session_id = coalesce( - e.contexts_com_snowplowanalytics_snowplow_client_session_1[0].session_id::string, - e.domain_sessionid - )) -- don't continue processing v.long sessions - {% else %} - e.domain_sessionid is not null - and not exists (select 1 from {{ ref('snowplow_media_player_base_quarantined_sessions') }} as a where a.session_id = e.domain_sessionid) -- don't continue processing v.long sessions - {% endif %} - and e.dvce_sent_tstamp <= {{ snowplow_utils.timestamp_add('day', var("snowplow__days_late_allowed", 3), 'dvce_created_tstamp') }} -- don't process data that's too late - and e.collector_tstamp >= {{ lower_limit }} - and e.collector_tstamp <= {{ upper_limit }} - and {{ snowplow_utils.app_id_filter(var("snowplow__app_id",[])) }} - and {{ event_name_filter(var("snowplow__media_event_names", ["media_player_event"]))}} - and {{ is_run_with_new_events }} --don't reprocess sessions that have already been processed. - {% if var('snowplow__derived_tstamp_partitioned', true) and target.type == 'bigquery' | as_bool() %} -- BQ only - and e.derived_tstamp >= {{ lower_limit }} - and e.derived_tstamp <= {{ upper_limit }} - {% endif %} - - group by 1 - ) - -{% if is_incremental() %} - -, previous_sessions as ( - select * - - from {{ this }} - - where start_tstamp >= {{ session_lookback_limit }} - and {{ is_run_with_new_events }} --don't reprocess sessions that have already been processed. -) - -, session_lifecycle as ( - select - ns.session_id, - coalesce(self.domain_userid, ns.domain_userid) as domain_userid, -- Edge case 1: Take previous value to keep domain_userid consistent. Not deterministic but performant - least(ns.start_tstamp, coalesce(self.start_tstamp, ns.start_tstamp)) as start_tstamp, - greatest(ns.end_tstamp, coalesce(self.end_tstamp, ns.end_tstamp)) as end_tstamp -- BQ 1 NULL will return null hence coalesce - - from new_events_session_ids ns - left join previous_sessions as self - on ns.session_id = self.session_id - - where - self.session_id is null -- process all new sessions - or self.end_tstamp < {{ snowplow_utils.timestamp_add('day', var("snowplow__max_session_days", 3), 'self.start_tstamp') }} --stop updating sessions exceeding 3 days - ) - -{% else %} - -, session_lifecycle as ( - - select * from new_events_session_ids - -) - -{% endif %} - -select - sl.session_id, - sl.domain_userid, - sl.start_tstamp, - least({{ snowplow_utils.timestamp_add('day', var("snowplow__max_session_days", 3), 'sl.start_tstamp') }}, sl.end_tstamp) as end_tstamp -- limit session length to max_session_days - {% if target.type in ['databricks', 'spark'] -%} - , DATE(sl.start_tstamp) as start_tstamp_date - {%- endif %} - -from session_lifecycle sl diff --git a/models/base/manifest/default/snowplow_media_player_base_sessions_lifecycle_manifest.sql b/models/base/manifest/default/snowplow_media_player_base_sessions_lifecycle_manifest.sql deleted file mode 100644 index abf6e12..0000000 --- a/models/base/manifest/default/snowplow_media_player_base_sessions_lifecycle_manifest.sql +++ /dev/null @@ -1,128 +0,0 @@ -{# -Copyright (c) 2022-present Snowplow Analytics Ltd. All rights reserved. -This program is licensed to you under the Snowplow Personal and Academic License Version 1.0, -and you may not use this file except in compliance with the Snowplow Personal and Academic License Version 1.0. -You may obtain a copy of the Snowplow Personal and Academic License Version 1.0 at https://docs.snowplow.io/personal-and-academic-license-1.0/ -#} - -{{ - config( - materialized='incremental', - unique_key='session_id', - upsert_date_key='start_tstamp', - sort='start_tstamp', - dist='session_id', - partition_by = snowplow_utils.get_value_by_target_type(bigquery_val={ - "field": "start_tstamp", - "data_type": "timestamp" - }, databricks_val='start_tstamp_date'), - cluster_by=snowplow_utils.get_value_by_target_type(bigquery_val=["session_id"], snowflake_val=["to_date(start_tstamp)"]), - full_refresh=snowplow_media_player.allow_refresh(), - tags=["manifest"], - sql_header=snowplow_utils.set_query_tag(var('snowplow__query_tag', 'snowplow_dbt')), - tblproperties={ - 'delta.autoOptimize.optimizeWrite' : 'true', - 'delta.autoOptimize.autoCompact' : 'true' - }, - snowplow_optimize = true - ) -}} - --- Known edge cases: --- 1: Rare case with multiple domain_userid per session. - -{% set lower_limit, upper_limit, _ = snowplow_utils.return_base_new_event_limits(ref('snowplow_media_player_base_new_event_limits')) %} -{% set session_lookback_limit = snowplow_utils.get_session_lookback_limit(lower_limit) %} -{% set is_run_with_new_events = snowplow_utils.is_run_with_new_events('snowplow_media_player') %} - -with - -{% if var('snowplow__enable_mobile_events', false) -%} - {{ snowplow_utils.get_sde_or_context(var('snowplow__atomic_schema', 'atomic'), var('snowplow__context_mobile_session'), lower_limit, upper_limit, 'mob_session') }}, -{%- endif %} - -new_events_session_ids as ( - select - {% if var('snowplow__enable_mobile_events', false) %} - coalesce(ms.mob_session_session_id, e.domain_sessionid) as session_id, - max(coalesce(ms.mob_session_user_id, e.domain_userid)) as domain_userid, - {% else %} - e.domain_sessionid as session_id, - max(e.domain_userid) as domain_userid, -- Edge case 1: Arbitary selection to avoid window function like first_value. - {% endif %} - min(e.collector_tstamp) as start_tstamp, - max(e.collector_tstamp) as end_tstamp - - from {{ var('snowplow__events') }} e - {% if var('snowplow__enable_mobile_events', false) -%} - left join {{ var('snowplow__context_mobile_session') }} ms on e.event_id = ms.mob_session__id and e.collector_tstamp = ms.mob_session__tstamp - {%- endif %} - where - {% if var('snowplow__enable_mobile_events', false) %} - coalesce(ms.mob_session_session_id, e.domain_sessionid) is not null - and not exists (select 1 from {{ ref('snowplow_media_player_base_quarantined_sessions') }} as a where a.session_id = coalesce(ms.mob_session_session_id, e.domain_sessionid)) -- don't continue processing v.long sessions - {% else %} - e.domain_sessionid is not null - and not exists (select 1 from {{ ref('snowplow_media_player_base_quarantined_sessions') }} as a where a.session_id = e.domain_sessionid) -- don't continue processing v.long sessions - {% endif %} - and e.dvce_sent_tstamp <= {{ snowplow_utils.timestamp_add('day', var("snowplow__days_late_allowed", 3), 'dvce_created_tstamp') }} -- don't process data that's too late - and e.collector_tstamp >= {{ lower_limit }} - and e.collector_tstamp <= {{ upper_limit }} - and {{ snowplow_utils.app_id_filter(var("snowplow__app_id",[])) }} - and {{ event_name_filter(var("snowplow__media_event_names", ["media_player_event"]))}} - and {{ is_run_with_new_events }} --don't reprocess sessions that have already been processed. - {% if var('snowplow__derived_tstamp_partitioned', true) and target.type == 'bigquery' | as_bool() %} -- BQ only - and e.derived_tstamp >= {{ lower_limit }} - and e.derived_tstamp <= {{ upper_limit }} - {% endif %} - - group by 1 - ) - -{% if is_incremental() %} - -, previous_sessions as ( - select * - - from {{ this }} - - where start_tstamp >= {{ session_lookback_limit }} - and {{ is_run_with_new_events }} --don't reprocess sessions that have already been processed. -) - -, session_lifecycle as ( - select - ns.session_id, - coalesce(self.domain_userid, ns.domain_userid) as domain_userid, -- Edge case 1: Take previous value to keep domain_userid consistent. Not deterministic but performant - least(ns.start_tstamp, coalesce(self.start_tstamp, ns.start_tstamp)) as start_tstamp, - greatest(ns.end_tstamp, coalesce(self.end_tstamp, ns.end_tstamp)) as end_tstamp -- BQ 1 NULL will return null hence coalesce - - from new_events_session_ids ns - left join previous_sessions as self - on ns.session_id = self.session_id - - where - self.session_id is null -- process all new sessions - or self.end_tstamp < {{ snowplow_utils.timestamp_add('day', var("snowplow__max_session_days", 3), 'self.start_tstamp') }} --stop updating sessions exceeding 3 days - ) - -{% else %} - -, session_lifecycle as ( - - select * from new_events_session_ids - -) - -{% endif %} - -select - sl.session_id, - sl.domain_userid, - sl.start_tstamp, - least({{ snowplow_utils.timestamp_add('day', var("snowplow__max_session_days", 3), 'sl.start_tstamp') }}, sl.end_tstamp) as end_tstamp -- limit session length to max_session_days - {% if target.type in ['databricks', 'spark'] -%} - , DATE(sl.start_tstamp) as start_tstamp_date - {%- endif %} - -from session_lifecycle sl diff --git a/models/base/manifest/snowflake/snowplow_media_player_base_sessions_lifecycle_manifest.sql b/models/base/manifest/snowflake/snowplow_media_player_base_sessions_lifecycle_manifest.sql deleted file mode 100644 index b644ad8..0000000 --- a/models/base/manifest/snowflake/snowplow_media_player_base_sessions_lifecycle_manifest.sql +++ /dev/null @@ -1,132 +0,0 @@ -{# -Copyright (c) 2022-present Snowplow Analytics Ltd. All rights reserved. -This program is licensed to you under the Snowplow Personal and Academic License Version 1.0, -and you may not use this file except in compliance with the Snowplow Personal and Academic License Version 1.0. -You may obtain a copy of the Snowplow Personal and Academic License Version 1.0 at https://docs.snowplow.io/personal-and-academic-license-1.0/ -#} - -{{ - config( - materialized='incremental', - unique_key='session_id', - upsert_date_key='start_tstamp', - sort='start_tstamp', - dist='session_id', - partition_by = snowplow_utils.get_value_by_target_type(bigquery_val={ - "field": "start_tstamp", - "data_type": "timestamp" - }, databricks_val='start_tstamp_date'), - cluster_by=snowplow_utils.get_value_by_target_type(bigquery_val=["session_id"], snowflake_val=["to_date(start_tstamp)"]), - full_refresh=snowplow_media_player.allow_refresh(), - tags=["manifest"], - sql_header=snowplow_utils.set_query_tag(var('snowplow__query_tag', 'snowplow_dbt')), - tblproperties={ - 'delta.autoOptimize.optimizeWrite' : 'true', - 'delta.autoOptimize.autoCompact' : 'true' - }, - snowplow_optimize = true - ) -}} - --- Known edge cases: --- 1: Rare case with multiple domain_userid per session. - -{% set lower_limit, upper_limit, _ = snowplow_utils.return_base_new_event_limits(ref('snowplow_media_player_base_new_event_limits')) %} -{% set session_lookback_limit = snowplow_utils.get_session_lookback_limit(lower_limit) %} -{% set is_run_with_new_events = snowplow_utils.is_run_with_new_events('snowplow_media_player') %} - -with new_events_session_ids as ( - select - {% if var('snowplow__enable_mobile_events', false) %} - coalesce( - e.contexts_com_snowplowanalytics_snowplow_client_session_1[0]:sessionId::varchar, - e.domain_sessionid - ) as session_id, - max(coalesce( - e.contexts_com_snowplowanalytics_snowplow_client_session_1[0]:userId::varchar, - e.domain_userid - )) as domain_userid, - {% else %} - e.domain_sessionid as session_id, - max(e.domain_userid) as domain_userid, -- Edge case 1: Arbitary selection to avoid window function like first_value. - {% endif %} - min(e.collector_tstamp) as start_tstamp, - max(e.collector_tstamp) as end_tstamp - - from {{ var('snowplow__events') }} e - - where - {% if var('snowplow__enable_mobile_events', false) %} - coalesce( - e.contexts_com_snowplowanalytics_snowplow_client_session_1[0]:sessionId::varchar, - e.domain_sessionid - ) is not null - and not exists (select 1 from {{ ref('snowplow_media_player_base_quarantined_sessions') }} as a where a.session_id = coalesce( - e.contexts_com_snowplowanalytics_snowplow_client_session_1[0]:sessionId::varchar, - e.domain_sessionid - )) -- don't continue processing v.long sessions - {% else %} - e.domain_sessionid is not null - and not exists (select 1 from {{ ref('snowplow_media_player_base_quarantined_sessions') }} as a where a.session_id = e.domain_sessionid) -- don't continue processing v.long sessions - {% endif %} - and e.dvce_sent_tstamp <= {{ snowplow_utils.timestamp_add('day', var("snowplow__days_late_allowed", 3), 'dvce_created_tstamp') }} -- don't process data that's too late - and e.collector_tstamp >= {{ lower_limit }} - and e.collector_tstamp <= {{ upper_limit }} - and {{ snowplow_utils.app_id_filter(var("snowplow__app_id",[])) }} - and {{ event_name_filter(var("snowplow__media_event_names", ["media_player_event"]))}} - and {{ is_run_with_new_events }} --don't reprocess sessions that have already been processed. - {% if var('snowplow__derived_tstamp_partitioned', true) and target.type == 'bigquery' | as_bool() %} -- BQ only - and e.derived_tstamp >= {{ lower_limit }} - and e.derived_tstamp <= {{ upper_limit }} - {% endif %} - - group by 1 - ) - -{% if is_incremental() %} - -, previous_sessions as ( - select * - - from {{ this }} - - where start_tstamp >= {{ session_lookback_limit }} - and {{ is_run_with_new_events }} --don't reprocess sessions that have already been processed. -) - -, session_lifecycle as ( - select - ns.session_id, - coalesce(self.domain_userid, ns.domain_userid) as domain_userid, -- Edge case 1: Take previous value to keep domain_userid consistent. Not deterministic but performant - least(ns.start_tstamp, coalesce(self.start_tstamp, ns.start_tstamp)) as start_tstamp, - greatest(ns.end_tstamp, coalesce(self.end_tstamp, ns.end_tstamp)) as end_tstamp -- BQ 1 NULL will return null hence coalesce - - from new_events_session_ids ns - left join previous_sessions as self - on ns.session_id = self.session_id - - where - self.session_id is null -- process all new sessions - or self.end_tstamp < {{ snowplow_utils.timestamp_add('day', var("snowplow__max_session_days", 3), 'self.start_tstamp') }} --stop updating sessions exceeding 3 days - ) - -{% else %} - -, session_lifecycle as ( - - select * from new_events_session_ids - -) - -{% endif %} - -select - sl.session_id, - sl.domain_userid, - sl.start_tstamp, - least({{ snowplow_utils.timestamp_add('day', var("snowplow__max_session_days", 3), 'sl.start_tstamp') }}, sl.end_tstamp) as end_tstamp -- limit session length to max_session_days - {% if target.type in ['databricks', 'spark'] -%} - , DATE(sl.start_tstamp) as start_tstamp_date - {%- endif %} - -from session_lifecycle sl diff --git a/models/base/manifest/snowplow_media_player_base_quarantined_sessions.sql b/models/base/manifest/snowplow_media_player_base_quarantined_sessions.sql index 7c64274..b14d235 100644 --- a/models/base/manifest/snowplow_media_player_base_quarantined_sessions.sql +++ b/models/base/manifest/snowplow_media_player_base_quarantined_sessions.sql @@ -17,20 +17,6 @@ You may obtain a copy of the Snowplow Personal and Academic License Version 1.0 ) }} -/* -Boilerplate to generate table. -Table updated as part of post-hook on sessions_this_run -Any sessions exceeding max_session_days are quarantined -Once quarantined, any subsequent events from the session will not be processed. -This significantly reduces table scans -*/ +{% set quarantined_query = snowplow_utils.base_create_snowplow_quarantined_sessions() %} -with prep as ( - select - cast(null as {% if target.type == 'redshift' %} varchar(400) {% else %} {{snowplow_utils.type_max_string()}} {% endif %}) as session_id -) - -select * - -from prep -where false +{{ quarantined_query }} diff --git a/models/base/manifest/snowplow_media_player_base_sessions_lifecycle_manifest.sql b/models/base/manifest/snowplow_media_player_base_sessions_lifecycle_manifest.sql new file mode 100644 index 0000000..736f45a --- /dev/null +++ b/models/base/manifest/snowplow_media_player_base_sessions_lifecycle_manifest.sql @@ -0,0 +1,41 @@ +{{ + config( + materialized="incremental", + unique_key='session_identifier', + upsert_date_key='start_tstamp', + partition_by = snowplow_utils.get_value_by_target_type(bigquery_val={ + "field": "start_tstamp", + "data_type": "timestamp" + }, databricks_val='start_tstamp_date'), + cluster_by=snowplow_utils.get_value_by_target_type(bigquery_val=["session_identifier"], snowflake_val=["to_date(start_tstamp)"]), + full_refresh=snowplow_media_player.allow_refresh(), + tags=["manifest"], + sql_header=snowplow_utils.set_query_tag(var('snowplow__query_tag', 'snowplow_dbt')), + tblproperties={ + 'delta.autoOptimize.optimizeWrite' : 'true', + 'delta.autoOptimize.autoCompact' : 'true' + }, + snowplow_optimize=true + ) +}} + +{% set sessions_lifecycle_manifest_query = snowplow_utils.base_create_snowplow_sessions_lifecycle_manifest( + session_identifiers=session_identifiers(), + session_sql=var('snowplow__session_sql', none), + session_timestamp=var('snowplow__session_timestamp', 'collector_tstamp'), + user_identifiers=user_identifiers(), + user_sql=var('snowplow__user_sql', none), + derived_tstamp_partitioned=var('snowplow__derived_tstamp_partitioned', true), + days_late_allowed=var('snowplow__days_late_allowed', 3), + max_session_days=var('snowplow__max_session_days', 3), + app_ids=var('snowplow__app_id', []), + snowplow_events_database=var('snowplow__database', target.database) if target.type not in ['databricks', 'spark'] else var('snowplow__databricks_catalog', 'hive_metastore') if target.type in ['databricks'] else var('snowplow__atomic_schema', 'atomic'), + snowplow_events_schema=var('snowplow__atomic_schema', 'atomic'), + snowplow_events_table=var('snowplow__events_table', 'events'), + event_limits_table='snowplow_media_player_base_new_event_limits', + incremental_manifest_table='snowplow_media_player_incremental_manifest' +) %} + +{{ sessions_lifecycle_manifest_query }} + +where session_identifier is not null diff --git a/models/base/manifest/snowplow_media_player_incremental_manifest.sql b/models/base/manifest/snowplow_media_player_incremental_manifest.sql index ebf1e69..326ec46 100644 --- a/models/base/manifest/snowplow_media_player_incremental_manifest.sql +++ b/models/base/manifest/snowplow_media_player_incremental_manifest.sql @@ -17,16 +17,6 @@ You may obtain a copy of the Snowplow Personal and Academic License Version 1.0 ) }} --- Boilerplate to generate table. --- Table updated as part of end-run hook +{% set incremental_manifest_query = snowplow_utils.base_create_snowplow_incremental_manifest() %} -with prep as ( - select - cast(null as {{ snowplow_utils.type_max_string() }}) as model, - cast('1970-01-01' as {{ type_timestamp() }}) as last_success -) - -select * - -from prep -where false +{{ incremental_manifest_query }} diff --git a/models/base/scratch/base_scratch.yml b/models/base/scratch/base_scratch.yml index ac8cbbc..1644f44 100644 --- a/models/base/scratch/base_scratch.yml +++ b/models/base/scratch/base_scratch.yml @@ -12,7 +12,7 @@ models: - name: snowplow_media_player_base_sessions_this_run description: '{{ doc("table_base_sessions_this_run") }}' columns: - - name: session_id + - name: session_identifier description: '{{ doc("col_session_identifier") }}' tags: - primary-key diff --git a/models/base/scratch/bigquery/snowplow_media_player_base_events_this_run.sql b/models/base/scratch/bigquery/snowplow_media_player_base_events_this_run.sql index fbb22a2..6612f22 100644 --- a/models/base/scratch/bigquery/snowplow_media_player_base_events_this_run.sql +++ b/models/base/scratch/bigquery/snowplow_media_player_base_events_this_run.sql @@ -15,7 +15,7 @@ You may obtain a copy of the Snowplow Personal and Academic License Version 1.0 'start_tstamp', 'end_tstamp') %} --- check for exceptions +{# Check for exceptions #} {% if var("snowplow__enable_whatwg_media") is false and var("snowplow__enable_whatwg_video") %} {{ exceptions.raise_compiler_error("variable: snowplow__enable_whatwg_video is enabled but variable: snowplow__enable_whatwg_media is not, both need to be enabled for modelling html5 video tracking data.") }} {% elif not var("snowplow__enable_media_player_v1") and not var("snowplow__enable_media_player_v2") %} @@ -24,23 +24,31 @@ You may obtain a copy of the Snowplow Personal and Academic License Version 1.0 {{ exceptions.raise_compiler_error("No media context enabled. Please enable as many of the following variables as required: snowplow__enable_media_player_v2, snowplow__enable_youtube, snowplow__enable_whatwg_media, snowplow__enable_whatwg_video") }} {% endif %} -with prep as ( +{% set base_events_query = snowplow_utils.base_create_snowplow_events_this_run( + sessions_this_run_table='snowplow_media_player_base_sessions_this_run', + session_identifiers=session_identifiers(), + session_sql=var('snowplow__session_sql', none), + session_timestamp=var('snowplow__session_timestamp', 'collector_tstamp'), + derived_tstamp_partitioned=var('snowplow__derived_tstamp_partitioned', true), + days_late_allowed=var('snowplow__days_late_allowed', 3), + max_session_days=var('snowplow__max_session_days', 3), + app_ids=var('snowplow__app_id', []), + snowplow_events_database=var('snowplow__database', target.database) if target.type not in ['databricks', 'spark'] else var('snowplow__databricks_catalog', 'hive_metastore') if target.type in ['databricks'] else var('snowplow__atomic_schema', 'atomic'), + snowplow_events_schema=var('snowplow__atomic_schema', 'atomic'), + snowplow_events_table=var('snowplow__events_table', 'events'), + entities_or_sdes=contexts, + custom_sql=var('snowplow__custom_sql', '') +) %} + +with base_query as ( + {{ base_events_query }} +), + +prep as ( select - - a.* except ( - domain_userid, - domain_sessionid, - derived_tstamp - - {% if not var('snowplow__enable_load_tstamp', true) %} - , load_tstamp - {% endif %} - ), - + a.*, a.derived_tstamp as start_tstamp, - b.domain_userid, -- take domain_userid from manifest. This ensures only 1 domain_userid per session. - b.session_id as session_identifier, {{ web_or_mobile_field( web={ 'field': 'id', 'col_prefix': 'contexts_com_snowplowanalytics_snowplow_web_page_1' }, @@ -135,25 +143,10 @@ with prep as ( video_height={ 'field': 'video_height', 'dtype': 'int' } ) }} as playback_quality - from {{ var('snowplow__events') }} as a - inner join {{ ref('snowplow_media_player_base_sessions_this_run') }} as b - on {{ web_or_mobile_field( - web='a.domain_sessionid', - mobile={ 'field': 'session_id', 'col_prefix': 'contexts_com_snowplowanalytics_snowplow_client_session_1', 'dtype': 'string' } - ) }} = b.session_id - - where a.collector_tstamp <= {{ snowplow_utils.timestamp_add('day', var("snowplow__max_session_days", 3), 'b.start_tstamp') }} - and a.dvce_sent_tstamp <= {{ snowplow_utils.timestamp_add('day', var("snowplow__days_late_allowed", 3), 'a.dvce_created_tstamp') }} - and a.collector_tstamp >= {{ lower_limit }} - and a.collector_tstamp <= {{ upper_limit }} - {% if var('snowplow__derived_tstamp_partitioned', true) and target.type == 'bigquery' | as_bool() %} - and a.derived_tstamp >= {{ snowplow_utils.timestamp_add('hour', -1, lower_limit) }} - and a.derived_tstamp <= {{ upper_limit }} - {% endif %} - and {{ snowplow_utils.app_id_filter(var("snowplow__app_id",[])) }} - and {{ snowplow_media_player.event_name_filter(var("snowplow__media_event_names", "['media_player_event']")) }} - - qualify row_number() over (partition by a.event_id order by a.collector_tstamp) = 1 + from base_query as a + + where + {{ snowplow_media_player.event_name_filter(var("snowplow__media_event_names", "['media_player_event']")) }} ) diff --git a/models/base/scratch/databricks/snowplow_media_player_base_events_this_run.sql b/models/base/scratch/databricks/snowplow_media_player_base_events_this_run.sql index 1ecb6b3..c64ba81 100644 --- a/models/base/scratch/databricks/snowplow_media_player_base_events_this_run.sql +++ b/models/base/scratch/databricks/snowplow_media_player_base_events_this_run.sql @@ -15,7 +15,7 @@ You may obtain a copy of the Snowplow Personal and Academic License Version 1.0 'start_tstamp', 'end_tstamp') %} --- check for exceptions +{# Check for exceptions #} {% if var("snowplow__enable_whatwg_media") is false and var("snowplow__enable_whatwg_video") %} {{ exceptions.raise_compiler_error("variable: snowplow__enable_whatwg_video is enabled but variable: snowplow__enable_whatwg_media is not, both need to be enabled for modelling html5 video tracking data.") }} {% elif not var("snowplow__enable_media_player_v1") and not var("snowplow__enable_media_player_v2") %} @@ -24,23 +24,32 @@ You may obtain a copy of the Snowplow Personal and Academic License Version 1.0 {{ exceptions.raise_compiler_error("No media context enabled. Please enable as many of the following variables as required: snowplow__enable_media_player_v2, snowplow__enable_youtube, snowplow__enable_whatwg_media, snowplow__enable_whatwg_video") }} {% endif %} -with prep AS ( +{% set base_events_query = snowplow_utils.base_create_snowplow_events_this_run( + sessions_this_run_table='snowplow_media_player_base_sessions_this_run', + session_identifiers=session_identifiers(), + session_sql=var('snowplow__session_sql', none), + session_timestamp=var('snowplow__session_timestamp', 'collector_tstamp'), + derived_tstamp_partitioned=var('snowplow__derived_tstamp_partitioned', true), + days_late_allowed=var('snowplow__days_late_allowed', 3), + max_session_days=var('snowplow__max_session_days', 3), + app_ids=var('snowplow__app_id', []), + snowplow_events_database=var('snowplow__database', target.database) if target.type not in ['databricks', 'spark'] else var('snowplow__databricks_catalog', 'hive_metastore') if target.type in ['databricks'] else var('snowplow__atomic_schema', 'atomic'), + snowplow_events_schema=var('snowplow__atomic_schema', 'atomic'), + snowplow_events_table=var('snowplow__events_table', 'events'), + entities_or_sdes=contexts, + custom_sql=var('snowplow__custom_sql', '') +) %} + +with base_query as ( + {{ base_events_query }} +), + +prep as ( select - a.* except ( - domain_userid, - domain_sessionid, - derived_tstamp - - {% if not var('snowplow__enable_load_tstamp', true) %} - , load_tstamp - {% endif %} - ), - + a.*, a.derived_tstamp as start_tstamp, - b.domain_userid, -- take domain_userid from manifest. This ensures only 1 domain_userid per session. - b.session_id as session_identifier, {{ web_or_mobile_field( web={ 'field': 'id', 'col_prefix': 'contexts_com_snowplowanalytics_snowplow_web_page_1', 'dtype': 'string' }, @@ -135,21 +144,11 @@ with prep AS ( video_height={ 'field': 'video_height', 'dtype': 'integer' } )}} as playback_quality - from {{ var('snowplow__events') }} as a - inner join {{ ref('snowplow_media_player_base_sessions_this_run') }} as b - on {{ web_or_mobile_field( - web='a.domain_sessionid', - mobile={ 'field': 'session_id', 'col_prefix': 'contexts_com_snowplowanalytics_snowplow_client_session_1', 'dtype': 'string' } - ) }} = b.session_id - - where a.collector_tstamp <= {{ snowplow_utils.timestamp_add('day', var("snowplow__max_session_days", 3), 'b.start_tstamp') }} - and a.dvce_sent_tstamp <= {{ snowplow_utils.timestamp_add('day', var("snowplow__days_late_allowed", 3), 'a.dvce_created_tstamp') }} - and a.collector_tstamp >= {{ lower_limit }} - and a.collector_tstamp <= {{ upper_limit }} - and {{ snowplow_utils.app_id_filter(var("snowplow__app_id",[])) }} - and {{ snowplow_media_player.event_name_filter(var("snowplow__media_event_names", "['media_player_event']")) }} - - qualify row_number() over (partition by a.event_id order by a.collector_tstamp) = 1 + from base_query as a + + where + {{ snowplow_media_player.event_name_filter(var("snowplow__media_event_names", "['media_player_event']")) }} + ) select diff --git a/models/base/scratch/default/snowplow_media_player_base_events_this_run.sql b/models/base/scratch/default/snowplow_media_player_base_events_this_run.sql index b70e7c2..c2255a5 100644 --- a/models/base/scratch/default/snowplow_media_player_base_events_this_run.sql +++ b/models/base/scratch/default/snowplow_media_player_base_events_this_run.sql @@ -13,11 +13,9 @@ You may obtain a copy of the Snowplow Personal and Academic License Version 1.0 ) }} -{%- set lower_limit, upper_limit = snowplow_utils.return_limits_from_model(ref('snowplow_media_player_base_sessions_this_run'), - 'start_tstamp', - 'end_tstamp') %} --- check for exceptions + +{# Check for exceptions #} {% if var("snowplow__enable_whatwg_media") is false and var("snowplow__enable_whatwg_video") %} {{ exceptions.raise_compiler_error("variable: snowplow__enable_whatwg_video is enabled but variable: snowplow__enable_whatwg_media is not, both need to be enabled for modelling html5 video tracking data.") }} {% elif not var("snowplow__enable_media_player_v1") and not var("snowplow__enable_media_player_v2") %} @@ -26,340 +24,152 @@ You may obtain a copy of the Snowplow Personal and Academic License Version 1.0 {{ exceptions.raise_compiler_error("No media context enabled. Please enable as many of the following variables as required: snowplow__enable_media_player_v2, snowplow__enable_youtube, snowplow__enable_whatwg_media, snowplow__enable_whatwg_video") }} {% endif %} -with +{# Setting sdes or contexts for Postgres / Redshift. dbt passes variables by reference so need to use copy to avoid altering the list multiple times #} +{% set contexts = var('snowplow__entities_or_sdes', []).copy() %} {% if var("snowplow__enable_mobile_events") %} --- unpacking the screen context entity -{{ snowplow_utils.get_sde_or_context(var('snowplow__atomic_schema', 'atomic'), var('snowplow__context_screen'), lower_limit, upper_limit) }}, --- unpacking the client session context entity -{{ snowplow_utils.get_sde_or_context(var('snowplow__atomic_schema', 'atomic'), var('snowplow__context_mobile_session'), lower_limit, upper_limit) }}, + {% do contexts.append({'schema': var('snowplow__context_screen'), 'prefix': 'mobile_screen_', 'single_entity': True}) %} + {% do contexts.append({'schema': var('snowplow__context_mobile_session'), 'prefix': 'mobile_session_', 'single_entity': True}) %} {% endif %} -/* Dedupe logic: Per dupe event_id keep earliest row ordered by collector_tstamp. - If multiple earliest rows, take arbitrary one using row_number(). */ - -events_this_run AS ( - - select - a.app_id, - a.platform, - a.etl_tstamp, - a.collector_tstamp, - a.dvce_created_tstamp, - a.event, - a.event_id, - a.txn_id, - a.name_tracker, - a.v_tracker, - a.v_collector, - a.v_etl, - a.user_id, - a.user_ipaddress, - a.user_fingerprint, - b.domain_userid, -- take domain_userid from manifest. This ensures only 1 domain_userid per session. - a.domain_sessionidx, - a.network_userid, - a.geo_country, - a.geo_region, - a.geo_city, - a.geo_zipcode, - a.geo_latitude, - a.geo_longitude, - a.geo_region_name, - a.ip_isp, - a.ip_organization, - a.ip_domain, - a.ip_netspeed, - a.page_url, - a.page_title, - a.page_referrer, - a.page_urlscheme, - a.page_urlhost, - a.page_urlport, - a.page_urlpath, - a.page_urlquery, - a.page_urlfragment, - a.refr_urlscheme, - a.refr_urlhost, - a.refr_urlport, - a.refr_urlpath, - a.refr_urlquery, - a.refr_urlfragment, - a.refr_medium, - a.refr_source, - a.refr_term, - a.mkt_medium, - a.mkt_source, - a.mkt_term, - a.mkt_content, - a.mkt_campaign, - a.se_category, - a.se_action, - a.se_label, - a.se_property, - a.se_value, - a.tr_orderid, - a.tr_affiliation, - a.tr_total, - a.tr_tax, - a.tr_shipping, - a.tr_city, - a.tr_state, - a.tr_country, - a.ti_orderid, - a.ti_sku, - a.ti_name, - a.ti_category, - a.ti_price, - a.ti_quantity, - a.pp_xoffset_min, - a.pp_xoffset_max, - a.pp_yoffset_min, - a.pp_yoffset_max, - a.useragent, - a.br_name, - a.br_family, - a.br_version, - a.br_type, - a.br_renderengine, - a.br_lang, - a.br_features_pdf, - a.br_features_flash, - a.br_features_java, - a.br_features_director, - a.br_features_quicktime, - a.br_features_realplayer, - a.br_features_windowsmedia, - a.br_features_gears, - a.br_features_silverlight, - a.br_cookies, - a.br_colordepth, - a.br_viewwidth, - a.br_viewheight, - a.os_name, - a.os_family, - a.os_manufacturer, - a.os_timezone, - a.dvce_type, - a.dvce_ismobile, - a.dvce_screenwidth, - a.dvce_screenheight, - a.doc_charset, - a.doc_width, - a.doc_height, - a.tr_currency, - a.tr_total_base, - a.tr_tax_base, - a.tr_shipping_base, - a.ti_currency, - a.ti_price_base, - a.base_currency, - a.geo_timezone, - a.mkt_clickid, - a.mkt_network, - a.etl_tags, - a.dvce_sent_tstamp, - a.refr_domain_userid, - a.refr_dvce_tstamp, - b.session_id as session_identifier, - a.derived_tstamp as start_tstamp, - a.event_vendor, - a.event_name, - a.event_format, - a.event_version, - a.event_fingerprint, - a.true_tstamp, - {% if var('snowplow__enable_load_tstamp', true) %} - a.load_tstamp, - {% endif %} - - row_number() over (partition by a.event_id order by a.collector_tstamp) as event_id_dedupe_index, - count(*) over (partition by a.event_id) as event_id_dedupe_count - - from {{ var('snowplow__events') }} as a - {% if var('snowplow__enable_mobile_events', false) -%} - left join {{ var('snowplow__context_mobile_session') }} cs on a.event_id = cs.client_session__id and a.collector_tstamp = cs.client_session__tstamp - {%- endif %} - inner join {{ ref('snowplow_media_player_base_sessions_this_run') }} as b - on {{ web_or_mobile_field( - web='a.domain_sessionid', - mobile='cs.session_id' - ) }} = b.session_id - - where a.collector_tstamp <= {{ snowplow_utils.timestamp_add('day', var("snowplow__max_session_days", 3), 'b.start_tstamp') }} - and a.dvce_sent_tstamp <= {{ snowplow_utils.timestamp_add('day', var("snowplow__days_late_allowed", 3), 'a.dvce_created_tstamp') }} - and a.collector_tstamp >= {{ lower_limit }} - and a.collector_tstamp <= {{ upper_limit }} - and {{ snowplow_utils.app_id_filter(var("snowplow__app_id",[])) }} - and {{ snowplow_media_player.event_name_filter(var("snowplow__media_event_names", "['media_player_event']")) }} - -), - {% if var("snowplow__enable_media_player_v1") %} --- unpacking the media player event -{{ snowplow_utils.get_sde_or_context(var('snowplow__atomic_schema', 'atomic'), var('snowplow__media_player_event_context'), lower_limit, upper_limit) }}, --- unpacking the media player context entity -{{ snowplow_utils.get_sde_or_context(var('snowplow__atomic_schema', 'atomic'), var('snowplow__media_player_context'), lower_limit, upper_limit) }}, + {% do contexts.append({'schema': var('snowplow__media_player_event_context'), 'prefix': 'media_player_event_', 'single_entity': True}) %} + {% do contexts.append({'schema': var('snowplow__media_player_context'), 'prefix': 'media_player_', 'single_entity': True}) %} {% endif %} + {% if var("snowplow__enable_media_player_v2") %} --- unpacking the media player context entity v2 -{{ snowplow_utils.get_sde_or_context(var('snowplow__atomic_schema', 'atomic'), var('snowplow__media_player_v2_context'), lower_limit, upper_limit) }}, + {% do contexts.append({'schema': var('snowplow__media_player_v2_context'), 'prefix': 'media_player_v2_', 'single_entity': True}) %} {% endif %} + {% if var("snowplow__enable_media_session") %} --- unpacking the media session context entity -{{ snowplow_utils.get_sde_or_context(var('snowplow__atomic_schema', 'atomic'), var('snowplow__media_session_context'), lower_limit, upper_limit) }}, + {% do contexts.append({'schema': var('snowplow__media_session_context'), 'prefix': 'media_session_', 'single_entity': True}) %} {% endif %} + {% if var("snowplow__enable_media_ad") %} --- unpacking the media ad context entity -{{ snowplow_utils.get_sde_or_context(var('snowplow__atomic_schema', 'atomic'), var('snowplow__media_ad_context'), lower_limit, upper_limit) }}, + {% do contexts.append({'schema': var('snowplow__media_ad_context'), 'prefix': 'media_ad_', 'single_entity': True}) %} {% endif %} + {% if var("snowplow__enable_media_ad_break") %} --- unpacking the media ad break context entity -{{ snowplow_utils.get_sde_or_context(var('snowplow__atomic_schema', 'atomic'), var('snowplow__media_ad_break_context'), lower_limit, upper_limit) }}, + {% do contexts.append({'schema': var('snowplow__media_ad_break_context'), 'prefix': 'media_ad_break_', 'single_entity': True}) %} {% endif %} --- unpacking the youtube context entity + {%- if var("snowplow__enable_youtube") -%} - {{ snowplow_utils.get_sde_or_context(var('snowplow__atomic_schema', 'atomic'), var('snowplow__youtube_context'), lower_limit, upper_limit) }}, + {% do contexts.append({'schema': var('snowplow__youtube_context'), 'prefix': 'youtube_', 'single_entity': True}) %} {%- endif %} --- unpacking the whatwg media context entity + {% if var("snowplow__enable_whatwg_media") -%} - {{ snowplow_utils.get_sde_or_context(var('snowplow__atomic_schema', 'atomic'), var('snowplow__html5_media_element_context'), lower_limit, upper_limit) }}, + {% do contexts.append({'schema': var('snowplow__html5_media_element_context'), 'prefix': 'html5_media_element_', 'single_entity': True}) %} {%- endif %} --- unpacking the whatwg video context entity + {% if var("snowplow__enable_whatwg_video") -%} - {{ snowplow_utils.get_sde_or_context(var('snowplow__atomic_schema', 'atomic'), var('snowplow__html5_video_element_context'), lower_limit, upper_limit) }}, + {% do contexts.append({'schema': var('snowplow__html5_video_element_context'), 'prefix': 'html5_video_element_', 'single_entity': True}) %} {%- endif %} + {% if var("snowplow__enable_web_events") %} --- unpacking the web page context entity -{{ snowplow_utils.get_sde_or_context(var('snowplow__atomic_schema', 'atomic'), var('snowplow__context_web_page'), lower_limit, upper_limit) }}, + {% do contexts.append({'schema': var('snowplow__context_web_page'), 'prefix': 'web_page_', 'single_entity': True}) %} {% endif %} + {% if var("snowplow__enable_ad_quartile_event") %} --- unpacking the ad quartile event -{{ snowplow_utils.get_sde_or_context(var('snowplow__atomic_schema', 'atomic'), var('snowplow__media_ad_quartile_event'), lower_limit, upper_limit) }}, + {% do contexts.append({'schema': var('snowplow__media_ad_quartile_event'), 'prefix': 'ad_quartile_event_', 'single_entity': True}) %} {% endif %} +{% set base_events_query = snowplow_utils.base_create_snowplow_events_this_run( + sessions_this_run_table='snowplow_media_player_base_sessions_this_run', + session_identifiers=session_identifiers(), + session_sql=var('snowplow__session_sql', none), + session_timestamp=var('snowplow__session_timestamp', 'collector_tstamp'), + derived_tstamp_partitioned=var('snowplow__derived_tstamp_partitioned', true), + days_late_allowed=var('snowplow__days_late_allowed', 3), + max_session_days=var('snowplow__max_session_days', 3), + app_ids=var('snowplow__app_id', []), + snowplow_events_database=var('snowplow__database', target.database) if target.type not in ['databricks', 'spark'] else var('snowplow__databricks_catalog', 'hive_metastore') if target.type in ['databricks'] else var('snowplow__atomic_schema', 'atomic'), + snowplow_events_schema=var('snowplow__atomic_schema', 'atomic'), + snowplow_events_table=var('snowplow__events_table', 'events'), + entities_or_sdes=contexts, + custom_sql=var('snowplow__custom_sql', '') +) %} + +with base_query as ( + {{ base_events_query }} +), + prep as ( select ev.*, - {{ web_or_mobile_field(web='pv.id', mobile='sv.id') }} as page_view_id, + {{ web_or_mobile_field(web='ev.web_page__id', mobile='ev.mobile_screen__id') }} as page_view_id, -- unpacking the media player event - {{ media_player_field(v1='mpe.label', v2='mp2.label') }} as media_label, - {{ media_event_type_field(media_player_event_type='mpe.type', event_name='ev.event_name') }} as event_type, + {{ media_player_field(v1='ev.media_player_event__label', v2='ev.media_player_v2__label') }} as media_label, + {{ media_event_type_field(media_player_event_type='ev.media_player_event__type', event_name='ev.event_name') }} as event_type, -- unpacking the media player object - round({{ media_player_field(v1='mp.duration', v2='mp2.duration') }}) as duration_secs, - {{ media_player_field(v1='mp.current_time', v2='mp2.current_time') }} as current_time, + round({{ media_player_field(v1='ev.media_player__duration', v2='ev.media_player_v2__duration') }}) as duration_secs, + {{ media_player_field(v1='ev.media_player__current_time', v2='ev.media_player_v2__current_time') }} as current_time, {{ media_player_field( - v1='mp.playback_rate', - v2='mp2.playback_rate', + v1='ev.media_player__playback_rate', + v2='ev.media_player_v2__playback_rate', default='1' ) }} as playback_rate, {{ percent_progress_field( - v1_percent_progress='mp.percent_progress', - v1_event_type='mpe.type', + v1_percent_progress='ev.media_player__percent_progress', + v1_event_type='ev.media_player_event__type', event_name='ev.event_name', - v2_current_time='mp2.current_time', - v2_duration='mp2.duration' + v2_current_time='ev.media_player_v2__current_time', + v2_duration='ev.media_player_v2__duration' ) }} as percent_progress, - {{ media_player_field(v1='mp.muted', v2='mp2.muted') }} as is_muted, + {{ media_player_field(v1='ev.media_player__muted', v2='ev.media_player_v2__muted') }} as is_muted, -- media session properties - cast({{ media_session_field('ms.media_session_id') }} as {{ type_string() }}) as media_session_id, {# This is the only key actually used regardless, redshift doesn't like casting a null at a later time#} - {{ media_session_field('ms.time_played') }} as media_session_time_played, - {{ media_session_field('ms.time_played_muted') }} as media_session_time_played_muted, - {{ media_session_field('ms.time_paused') }} as media_session_time_paused, - {{ media_session_field('ms.content_watched') }} as media_session_content_watched, - {{ media_session_field('ms.time_buffering') }} as media_session_time_buffering, - {{ media_session_field('ms.time_spent_ads') }} as media_session_time_spent_ads, - {{ media_session_field('ms.ads') }} as media_session_ads, - {{ media_session_field('ms.ads_clicked') }} as media_session_ads_clicked, - {{ media_session_field('ms.ads_skipped') }} as media_session_ads_skipped, - {{ media_session_field('ms.ad_breaks') }} as media_session_ad_breaks, - {{ media_session_field('ms.avg_playback_rate') }} as media_session_avg_playback_rate, + cast({{ media_session_field('ev.media_session__media_session_id') }} as {{ type_string() }}) as media_session_id, -- This is the only key actually used regardless, redshift doesn't like casting a null at a later time + {{ media_session_field('ev.media_session__time_played') }} as media_session_time_played, + {{ media_session_field('ev.media_session__time_played_muted') }} as media_session_time_played_muted, + {{ media_session_field('ev.media_session__time_paused') }} as media_session_time_paused, + {{ media_session_field('ev.media_session__content_watched') }} as media_session_content_watched, + {{ media_session_field('ev.media_session__time_buffering') }} as media_session_time_buffering, + {{ media_session_field('ev.media_session__time_spent_ads') }} as media_session_time_spent_ads, + {{ media_session_field('ev.media_session__ads') }} as media_session_ads, + {{ media_session_field('ev.media_session__ads_clicked') }} as media_session_ads_clicked, + {{ media_session_field('ev.media_session__ads_skipped') }} as media_session_ads_skipped, + {{ media_session_field('ev.media_session__ad_breaks') }} as media_session_ad_breaks, + {{ media_session_field('ev.media_session__avg_playback_rate') }} as media_session_avg_playback_rate, -- ad properties - {{ media_ad_field('ma.name') }} as ad_name, - {{ media_ad_field('ma.ad_id') }} as ad_id, - {{ media_ad_field('ma.creative_id') }} as ad_creative_id, - {{ media_ad_field('ma.pod_position') }} as ad_pod_position, - {{ media_ad_field('ma.duration') }} as ad_duration_secs, - {{ media_ad_field('ma.skippable') }} as ad_skippable, + {{ media_ad_field('ev.media_ad__name') }} as ad_name, + {{ media_ad_field('ev.media_ad__ad_id') }} as ad_id, + {{ media_ad_field('ev.media_ad__creative_id') }} as ad_creative_id, + {{ media_ad_field('ev.media_ad__pod_position') }} as ad_pod_position, + {{ media_ad_field('ev.media_ad__duration') }} as ad_duration_secs, + {{ media_ad_field('ev.media_ad__skippable') }} as ad_skippable, -- ad break properties - {{ media_ad_break_field('mb.name') }} as ad_break_name, - {{ media_ad_break_field('mb.break_id') }} as ad_break_id, - {{ media_ad_break_field('mb.break_type') }} as ad_break_type, + {{ media_ad_break_field('ev.media_ad_break__name') }} as ad_break_name, + {{ media_ad_break_field('ev.media_ad_break__break_id') }} as ad_break_id, + {{ media_ad_break_field('ev.media_ad_break__break_type') }} as ad_break_type, -- ad quartile event - {{ media_ad_quartile_event_field('aq.percent_progress') }} as ad_percent_progress, + {{ media_ad_quartile_event_field('ev.ad_quartile_event__percent_progress') }} as ad_percent_progress, -- combined media properties - {{ player_id_field(youtube_player_id='yt.player_id', media_player_id='me.html_id') }} as player_id, - {{ media_player_type_field(v2_player_type='mp2.player_type', youtube_player_id='yt.player_id', media_player_id='me.html_id') }} as media_player_type, - {{ source_url_field(youtube_url='yt.url', media_current_src='me.current_src')}} as source_url, - {{ media_type_field(v2_media_type='mp2.media_type', media_media_type='me.media_type')}} as media_type, + {{ player_id_field(youtube_player_id='ev.youtube__player_id', media_player_id='ev.html5_media_element__html_id') }} as player_id, + {{ media_player_type_field(v2_player_type='ev.media_player_v2__player_type', youtube_player_id='youtube__player_id', media_player_id='ev.html5_media_element__html_id') }} as media_player_type, + {{ source_url_field(youtube_url='ev.youtube__url', media_current_src='ev.html5_media_element__current_src')}} as source_url, + {{ media_type_field(v2_media_type='ev.media_player_v2__media_type', media_media_type='ev.html5_media_element__media_type')}} as media_type, {{ playback_quality_field( - v2_quality='mp2.quality', - youtube_quality='yt.playback_quality', - video_width='ve.video_width', - video_height='ve.video_height' + v2_quality='ev.media_player_v2__quality', + youtube_quality='ev.youtube__playback_quality', + video_width='ev.html5_video_element__video_width', + video_height='ev.html5_video_element__video_height' )}} as playback_quality, - dense_rank() over (partition by session_identifier order by start_tstamp) AS event_in_session_index - - from events_this_run ev - - -- youtube context entity - {% if var("snowplow__enable_youtube") %} - left join {{ var('snowplow__youtube_context') }} yt on ev.event_id = yt.youtube__id and ev.collector_tstamp = yt.youtube__tstamp - {%- endif %} - -- whatwg media context entity - {% if var("snowplow__enable_whatwg_media") %} - left join {{ var('snowplow__html5_media_element_context') }} me on ev.event_id = me.media_element__id and ev.collector_tstamp = me.media_element__tstamp - {%- endif %} - -- whatwg video context entity - {% if var("snowplow__enable_whatwg_video") %} - left join {{ var('snowplow__html5_video_element_context') }} ve on ev.event_id = ve.video_element__id and ev.collector_tstamp = ve.video_element__tstamp - {%- endif %} - {% if var("snowplow__enable_media_player_v1") %} - -- media player event - left join {{ var('snowplow__media_player_event_context') }} mpe on ev.event_id = mpe.media_player_event__id and ev.collector_tstamp = mpe.media_player_event__tstamp - -- media player context entity - left join {{ var('snowplow__media_player_context') }} mp on ev.event_id = mp.media_player__id and ev.collector_tstamp = mp.media_player__tstamp - {% endif %} - {% if var("snowplow__enable_media_player_v2") %} - -- media player v2 context entity - left join {{ var('snowplow__media_player_v2_context') }} mp2 on ev.event_id = mp2.media_player__id and ev.collector_tstamp = mp2.media_player__tstamp - {% endif %} - {% if var("snowplow__enable_media_session") %} - -- media session context entity - left join {{ var('snowplow__media_session_context') }} ms on ev.event_id = ms.session__id and ev.collector_tstamp = ms.session__tstamp - {% endif %} - {% if var("snowplow__enable_media_ad") %} - -- media ad context entity - left join {{ var('snowplow__media_ad_context') }} ma on ev.event_id = ma.ad__id and ev.collector_tstamp = ma.ad__tstamp - {% endif %} - {% if var("snowplow__enable_media_ad_break") %} - -- media ad break context entity - left join {{ var('snowplow__media_ad_break_context') }} mb on ev.event_id = mb.ad_break__id and ev.collector_tstamp = mb.ad_break__tstamp - {% endif %} - {% if var("snowplow__enable_web_events") %} - -- web page context entity - left join {{ var('snowplow__context_web_page') }} pv on ev.platform = 'web' and ev.event_id = pv.web_page__id and ev.collector_tstamp = pv.web_page__tstamp - {% endif %} - {% if var("snowplow__enable_mobile_events") %} - -- screen context entity - left join {{ var('snowplow__context_screen') }} sv on ev.platform = 'mob' and ev.event_id = sv.screen__id and ev.collector_tstamp = sv.screen__tstamp - {% endif %} - {% if var("snowplow__enable_ad_quartile_event") %} - -- ad quartile event - left join {{ var('snowplow__media_ad_quartile_event') }} aq on ev.event_id = aq.ad_quartile_event__id and ev.collector_tstamp = aq.ad_quartile_event__tstamp - {% endif %} + dense_rank() over (partition by ev.session_identifier order by ev.derived_tstamp) as event_in_session_index, + ev.derived_tstamp as start_tstamp + + from base_query ev + + where + {{ snowplow_media_player.event_name_filter(var("snowplow__media_event_names", "['media_player_event']")) }} -where - ev.event_id_dedupe_index = 1 ) select diff --git a/models/base/scratch/snowflake/snowplow_media_player_base_events_this_run.sql b/models/base/scratch/snowflake/snowplow_media_player_base_events_this_run.sql index 1a3539e..8da633d 100644 --- a/models/base/scratch/snowflake/snowplow_media_player_base_events_this_run.sql +++ b/models/base/scratch/snowflake/snowplow_media_player_base_events_this_run.sql @@ -16,7 +16,7 @@ You may obtain a copy of the Snowplow Personal and Academic License Version 1.0 'start_tstamp', 'end_tstamp') %} --- check for exceptions +{# Check for exceptions #} {% if var("snowplow__enable_whatwg_media") is false and var("snowplow__enable_whatwg_video") %} {{ exceptions.raise_compiler_error("variable: snowplow__enable_whatwg_video is enabled but variable: snowplow__enable_whatwg_media is not, both need to be enabled for modelling html5 video tracking data.") }} {% elif not var("snowplow__enable_media_player_v1") and not var("snowplow__enable_media_player_v2") %} @@ -25,23 +25,31 @@ You may obtain a copy of the Snowplow Personal and Academic License Version 1.0 {{ exceptions.raise_compiler_error("No media context enabled. Please enable as many of the following variables as required: snowplow__enable_media_player_v2, snowplow__enable_youtube, snowplow__enable_whatwg_media, snowplow__enable_whatwg_video") }} {% endif %} -with prep as ( +{% set base_events_query = snowplow_utils.base_create_snowplow_events_this_run( + sessions_this_run_table='snowplow_media_player_base_sessions_this_run', + session_identifiers=session_identifiers(), + session_sql=var('snowplow__session_sql', none), + session_timestamp=var('snowplow__session_timestamp', 'collector_tstamp'), + derived_tstamp_partitioned=var('snowplow__derived_tstamp_partitioned', true), + days_late_allowed=var('snowplow__days_late_allowed', 3), + max_session_days=var('snowplow__max_session_days', 3), + app_ids=var('snowplow__app_id', []), + snowplow_events_database=var('snowplow__database', target.database) if target.type not in ['databricks', 'spark'] else var('snowplow__databricks_catalog', 'hive_metastore') if target.type in ['databricks'] else var('snowplow__atomic_schema', 'atomic'), + snowplow_events_schema=var('snowplow__atomic_schema', 'atomic'), + snowplow_events_table=var('snowplow__events_table', 'events'), + entities_or_sdes=contexts, + custom_sql=var('snowplow__custom_sql', '') +) %} + +with base_query as ( + {{ base_events_query }} +), + +prep as ( select - - a.* exclude ( - domain_userid, - domain_sessionid, - derived_tstamp - - {% if not var('snowplow__enable_load_tstamp', true) %} - , load_tstamp - {% endif %} - ), - + a.*, a.derived_tstamp as start_tstamp, - b.domain_userid, -- take domain_userid from manifest. This ensures only 1 domain_userid per session. - b.session_id as session_identifier, {{ web_or_mobile_field( web={ 'field': 'id', 'col_prefix': 'contexts_com_snowplowanalytics_snowplow_web_page_1', 'dtype': 'varchar' }, @@ -136,21 +144,11 @@ with prep as ( video_height={ 'field': 'videoHeight', 'dtype': 'integer' } )}} as playback_quality - from {{ var('snowplow__events') }} as a - inner join {{ ref('snowplow_media_player_base_sessions_this_run') }} as b - on {{ web_or_mobile_field( - web='a.domain_sessionid', - mobile={ 'field': 'sessionId', 'col_prefix': 'contexts_com_snowplowanalytics_snowplow_client_session_1', 'dtype': 'varchar' } - ) }} = b.session_id - - where a.collector_tstamp <= {{ snowplow_utils.timestamp_add('day', var("snowplow__max_session_days", 3), 'b.start_tstamp') }} - and a.dvce_sent_tstamp <= {{ snowplow_utils.timestamp_add('day', var("snowplow__days_late_allowed", 3), 'a.dvce_created_tstamp') }} - and a.collector_tstamp >= {{ lower_limit }} - and a.collector_tstamp <= {{ upper_limit }} - and {{ snowplow_utils.app_id_filter(var("snowplow__app_id",[])) }} - and {{ snowplow_media_player.event_name_filter(var("snowplow__media_event_names", "['media_player_event']")) }} - - qualify row_number() over (partition by a.event_id order by a.collector_tstamp) = 1 + from base_query as a + + where + {{ snowplow_media_player.event_name_filter(var("snowplow__media_event_names", "['media_player_event']")) }} + ) select diff --git a/models/base/scratch/snowplow_media_player_base_sessions_this_run.sql b/models/base/scratch/snowplow_media_player_base_sessions_this_run.sql index 46d55ae..0deb349 100644 --- a/models/base/scratch/snowplow_media_player_base_sessions_this_run.sql +++ b/models/base/scratch/snowplow_media_player_base_sessions_this_run.sql @@ -10,29 +10,15 @@ You may obtain a copy of the Snowplow Personal and Academic License Version 1.0 tags=["this_run"], sql_header=snowplow_utils.set_query_tag(var('snowplow__query_tag', 'snowplow_dbt')), post_hook=[ - "{{ snowplow_utils.quarantine_sessions('snowplow_media_player', var('snowplow__max_session_days')) }}" + "{{ snowplow_utils.base_quarantine_sessions(var('snowplow__max_session_days', 3), var('snowplow__quarantined_sessions', 'snowplow_media_player_base_quarantined_sessions')) }}" ], ) }} -{%- set lower_limit, - upper_limit, - session_start_limit = snowplow_utils.return_base_new_event_limits(ref('snowplow_media_player_base_new_event_limits')) %} - -select - s.session_id, - s.domain_userid, - s.start_tstamp, - -- end_tstamp used in next step to limit events. When backfilling, set end_tstamp to upper_limit if end_tstamp > upper_limit. - -- This ensures we don't accidentally process events after upper_limit - case when s.end_tstamp > {{ upper_limit }} then {{ upper_limit }} else s.end_tstamp end as end_tstamp - -from {{ ref('snowplow_media_player_base_sessions_lifecycle_manifest')}} s +{% set sessions_query = snowplow_utils.base_create_snowplow_sessions_this_run( + lifecycle_manifest_table='snowplow_media_player_base_sessions_lifecycle_manifest', + new_event_limits_table='snowplow_media_player_base_new_event_limits' + ) +%} -where --- General window of start_tstamps to limit table scans. Logic complicated by backfills. --- To be within the run, session start_tstamp must be >= lower_limit - max_session_days as we limit end_tstamp in manifest to start_tstamp + max_session_days -s.start_tstamp >= {{ session_start_limit }} -and s.start_tstamp <= {{ upper_limit }} --- Select sessions within window that either; start or finish between lower & upper limit, start and finish outside of lower and upper limits -and not (s.start_tstamp > {{ upper_limit }} or s.end_tstamp < {{ lower_limit }}) +{{ sessions_query }} diff --git a/models/media_ad_views/scratch/base_scratch.yml b/models/media_ad_views/scratch/base_scratch.yml index dac1429..64679ad 100644 --- a/models/media_ad_views/scratch/base_scratch.yml +++ b/models/media_ad_views/scratch/base_scratch.yml @@ -21,7 +21,7 @@ models: description: '{{ doc("col_media_identifier") }}' - name: media_label description: '{{ doc("col_media_label") }}' - - name: domain_userid + - name: user_identifier description: '{{ doc("col_domain_userid")}}' - name: user_id description: '{{ doc("col_user_id")}}' diff --git a/models/media_ad_views/scratch/snowplow_media_player_media_ad_views_this_run.sql b/models/media_ad_views/scratch/snowplow_media_player_media_ad_views_this_run.sql index 90c4fc0..c656ff3 100644 --- a/models/media_ad_views/scratch/snowplow_media_player_media_ad_views_this_run.sql +++ b/models/media_ad_views/scratch/snowplow_media_player_media_ad_views_this_run.sql @@ -38,7 +38,7 @@ events_this_run as ( ev.platform, ev.media_identifier, max(ev.media_label) as media_label, - ev.domain_userid, + ev.user_identifier, ev.session_identifier, ev.user_id, ev.play_id, diff --git a/models/media_ads/snowplow_media_player_media_ads.sql b/models/media_ads/snowplow_media_player_media_ads.sql index 74961cc..054b4da 100644 --- a/models/media_ads/snowplow_media_player_media_ads.sql +++ b/models/media_ads/snowplow_media_player_media_ads.sql @@ -79,13 +79,13 @@ new_media_ad_views as ( {{ media_ad_quartile_event_field('0') }} as percent_reached_75_unique, 0 as percent_reached_100_unique, {% else %} - count(distinct a.domain_userid) as views_unique, - count(distinct case when a.clicked then a.domain_userid end) as clicked_unique, - count(distinct case when a.skipped then a.domain_userid end) as skipped_unique, - {{ media_ad_quartile_event_field('count(distinct case when a.percent_reached_25 then domain_userid end)') }} as percent_reached_25_unique, - {{ media_ad_quartile_event_field('count(distinct case when a.percent_reached_50 then domain_userid end)') }} as percent_reached_50_unique, - {{ media_ad_quartile_event_field('count(distinct case when a.percent_reached_75 then domain_userid end)') }} as percent_reached_75_unique, - count(distinct case when a.percent_reached_100 then domain_userid end) as percent_reached_100_unique, + count(distinct a.user_identifier) as views_unique, + count(distinct case when a.clicked then a.user_identifier end) as clicked_unique, + count(distinct case when a.skipped then a.user_identifier end) as skipped_unique, + {{ media_ad_quartile_event_field('count(distinct case when a.percent_reached_25 then user_identifier end)') }} as percent_reached_25_unique, + {{ media_ad_quartile_event_field('count(distinct case when a.percent_reached_50 then user_identifier end)') }} as percent_reached_50_unique, + {{ media_ad_quartile_event_field('count(distinct case when a.percent_reached_75 then user_identifier end)') }} as percent_reached_75_unique, + count(distinct case when a.percent_reached_100 then user_identifier end) as percent_reached_100_unique, {% endif %} min(viewed_at) as first_view, @@ -103,13 +103,13 @@ new_media_ad_views as ( select a.media_ad_id, - count(distinct a.domain_userid) as views_unique, - count(distinct case when a.clicked then a.domain_userid end) as clicked_unique, - count(distinct case when a.skipped then a.domain_userid end) as skipped_unique, - {{ media_ad_quartile_event_field('count(distinct case when a.percent_reached_25 then domain_userid end)') }} as percent_reached_25_unique, - {{ media_ad_quartile_event_field('count(distinct case when a.percent_reached_50 then domain_userid end)') }} as percent_reached_50_unique, - {{ media_ad_quartile_event_field('count(distinct case when a.percent_reached_75 then domain_userid end)') }} as percent_reached_75_unique, - count(distinct case when a.percent_reached_100 then domain_userid end) as percent_reached_100_unique + count(distinct a.user_identifier) as views_unique, + count(distinct case when a.clicked then a.user_identifier end) as clicked_unique, + count(distinct case when a.skipped then a.user_identifier end) as skipped_unique, + {{ media_ad_quartile_event_field('count(distinct case when a.percent_reached_25 then user_identifier end)') }} as percent_reached_25_unique, + {{ media_ad_quartile_event_field('count(distinct case when a.percent_reached_50 then user_identifier end)') }} as percent_reached_50_unique, + {{ media_ad_quartile_event_field('count(distinct case when a.percent_reached_75 then user_identifier end)') }} as percent_reached_75_unique, + count(distinct case when a.percent_reached_100 then user_identifier end) as percent_reached_100_unique from {{ ref("snowplow_media_player_media_ad_views") }} a diff --git a/models/media_base/media_base.yml b/models/media_base/media_base.yml index 990674d..574e0e3 100644 --- a/models/media_base/media_base.yml +++ b/models/media_base/media_base.yml @@ -22,7 +22,7 @@ models: description: '{{ doc("col_media_label") }}' - name: session_identifier description: '{{ doc("col_session_identifier") }}' - - name: domain_userid + - name: user_identifier description: '{{ doc("col_domain_userid") }}' - name: page_referrer description: '{{ doc("col_page_referrer") }}' diff --git a/models/media_base/scratch/snowplow_media_player_base_this_run.sql b/models/media_base/scratch/snowplow_media_player_base_this_run.sql index 8751947..5864516 100644 --- a/models/media_base/scratch/snowplow_media_player_base_this_run.sql +++ b/models/media_base/scratch/snowplow_media_player_base_this_run.sql @@ -39,7 +39,7 @@ events_this_run as ( i.player_id, i.media_label, i.session_identifier, - i.domain_userid, + i.user_identifier, i.user_id, i.platform, max(i.duration_secs) as duration_secs, @@ -161,7 +161,7 @@ select d.player_id, d.media_label, d.session_identifier, - d.domain_userid, + d.user_identifier, d.user_id, d.page_referrer, d.page_url, diff --git a/packages.yml b/packages.yml index f56441c..61af189 100644 --- a/packages.yml +++ b/packages.yml @@ -1,3 +1,3 @@ packages: - package: snowplow/snowplow_utils - version: [">=0.14.3", "<0.16.0"] + version: [">=0.15.0", "<0.16.0"]