From 8b325b8766f477c61a332d6ca3c4af86fd2ebc26 Mon Sep 17 00:00:00 2001 From: fivetran-catfritz <111930712+fivetran-catfritz@users.noreply.github.com> Date: Tue, 14 May 2024 16:08:09 -0500 Subject: [PATCH] Bug/postgres performance (#126) * patch/update-macro-readme * bug/postgres-performance * remove int model * remove int model * switch to jsonb * add limit for test * update changelog and regen docs * Update README.md fixed links * Update CHANGELOG.md * Update CHANGELOG.md * Update CHANGELOG.md * Update CHANGELOG.md * Update CHANGELOG.md --------- Co-authored-by: Alex Ilyichov --- CHANGELOG.md | 13 +++++++ README.md | 2 +- dbt_project.yml | 2 +- docs/catalog.json | 2 +- docs/manifest.json | 2 +- docs/run_results.json | 2 +- integration_tests/ci/sample.profiles.yml | 4 +- integration_tests/dbt_project.yml | 2 +- macros/fivetran_log_json_parse.sql | 2 +- macros/fivetran_log_lookback.sql | 35 +++++------------ models/fivetran_platform__audit_table.sql | 39 +++++++++++++------ ...fivetran_platform__audit_user_activity.sql | 2 +- models/staging/stg_fivetran_platform__log.sql | 2 +- 13 files changed, 61 insertions(+), 48 deletions(-) diff --git a/CHANGELOG.md b/CHANGELOG.md index 4631492b..9249fd0c 100644 --- a/CHANGELOG.md +++ b/CHANGELOG.md @@ -1,3 +1,16 @@ +# dbt_fivetran_log v1.7.3 +[PR #126](https://github.com/fivetran/dbt_fivetran_log/pull/126) includes the following updates: + +## Performance Improvements +- Updated the sequence of JSON parsing for model `fivetran_platform__audit_table` to reduce runtime. + +## Bug Fixes +- Updated model `fivetran_platform__audit_user_activity` to correct the JSON parsing used to determine column `email`. This fixes an issue introduced in v1.5.0 where `fivetran_platform__audit_user_activity` could potentially have 0 rows. + +## Under the hood +- Updated logic for macro `fivetran_log_lookback` to align with logic used in similar macros in other packages. +- Updated logic for the postgres dispatch of macro `fivetran_log_json_parse` to utilize `jsonb` instead of `json` for performance. + # dbt_fivetran_log v1.7.2 [PR #123](https://github.com/fivetran/dbt_fivetran_log/pull/123) includes the following updates: diff --git a/README.md b/README.md index 4f937a7e..f2bf2963 100644 --- a/README.md +++ b/README.md @@ -16,7 +16,7 @@ # Fivetran Platform dbt Package ([Docs](https://fivetran.github.io/dbt_fivetran_log/)) # 📣 What does this dbt package do? - Generates a comprehensive data dictionary of your Fivetran Platform connector (previously called Fivetran Log) data via the [dbt docs site](https://fivetran.github.io/dbt_fivetran_log/) -- Produces staging models in the format described by [this ERD](https://fivetran.com/docs/logs/fivetran-log#schemainformation) which clean, test, and prepare your Fivetran data from [Fivetran's free connector](https://fivetran.com/docs/applications/fivetran-log) and generates analysis ready end models. +- Produces staging models in the format described by [this ERD](https://fivetran.com/docs/logs/fivetran-platform#schemainformation) which clean, test, and prepare your Fivetran data from [Fivetran's free connector](https://fivetran.com/docs/logs/fivetran-platform)) and generates analysis ready end models. - The above mentioned models enable you to better understand how you are spending money in Fivetran according to our [consumption-based pricing model](https://fivetran.com/docs/getting-started/consumption-based-pricing) as well as providing details about the performance and status of your Fivetran connectors. This is achieved by: - Displaying consumption data at the table, connector, destination, and account levels - Providing a history of measured free and paid monthly active rows (MAR), credit consumption, and the relationship between the two diff --git a/dbt_project.yml b/dbt_project.yml index df77e91b..3aa640c1 100644 --- a/dbt_project.yml +++ b/dbt_project.yml @@ -1,6 +1,6 @@ config-version: 2 name: 'fivetran_log' -version: '1.7.2' +version: '1.7.3' require-dbt-version: [">=1.3.0", "<2.0.0"] models: diff --git a/docs/catalog.json b/docs/catalog.json index 8472809d..9e6ba610 100644 --- a/docs/catalog.json +++ b/docs/catalog.json @@ -1 +1 @@ -{"metadata": {"dbt_schema_version": "https://schemas.getdbt.com/dbt/catalog/v1.json", "dbt_version": "1.7.11", "generated_at": "2024-04-09T12:59:42.813834Z", "invocation_id": "f04871aa-6955-4036-a483-e33cdaf886e3", "env": {}}, "nodes": {"seed.fivetran_log_integration_tests.account": {"metadata": {"type": "BASE TABLE", "schema": 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'databricks-sql' else 'fivetran_platform' }}"}, "created_at": 1712667568.9635682, "relation_name": "\"postgres\".\"platform_testing_schema_fivetran_platform\".\"fivetran_platform__schema_changelog\"", "raw_code": "with schema_changes as (\n\n select *\n from {{ ref('stg_fivetran_platform__log') }}\n\n where event_subtype in ('create_table', 'alter_table', 'create_schema', 'change_schema_config')\n),\n\nconnector as (\n\n select *\n from {{ ref('fivetran_platform__connector_status') }}\n),\n\nadd_connector_info as (\n\n select \n schema_changes.*,\n connector.connector_name,\n connector.destination_id,\n connector.destination_name\n\n from schema_changes join connector \n on schema_changes.connector_id = connector.connector_id\n),\n\nfinal as (\n\n select\n connector_id,\n connector_name,\n destination_id,\n destination_name,\n created_at,\n event_subtype,\n message_data,\n\n case \n when event_subtype = 'alter_table' then {{ fivetran_log.fivetran_log_json_parse(string='message_data', string_path=['table']) }} \n when event_subtype = 'create_table' then {{ fivetran_log.fivetran_log_json_parse(string='message_data', string_path=['name']) }}\n else null end as table_name,\n\n case \n when event_subtype = 'create_schema' or event_subtype = 'create_table' then {{ fivetran_log.fivetran_log_json_parse(string='message_data', string_path=['schema']) }}\n else null end as schema_name\n \n from add_connector_info\n)\n\nselect * from final", "language": "sql", "refs": [{"name": "stg_fivetran_platform__log", "package": null, "version": null}, {"name": "fivetran_platform__connector_status", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.fivetran_log.fivetran_log_json_parse"], "nodes": ["model.fivetran_log.stg_fivetran_platform__log", "model.fivetran_log.fivetran_platform__connector_status"]}, "compiled_path": "target/compiled/fivetran_log/models/fivetran_platform__schema_changelog.sql", "compiled": true, "compiled_code": "with schema_changes as (\n\n select *\n from \"postgres\".\"platform_testing_schema_fivetran_platform\".\"stg_fivetran_platform__log\"\n\n where event_subtype in ('create_table', 'alter_table', 'create_schema', 'change_schema_config')\n),\n\nconnector as (\n\n select *\n from \"postgres\".\"platform_testing_schema_fivetran_platform\".\"fivetran_platform__connector_status\"\n),\n\nadd_connector_info as (\n\n select \n schema_changes.*,\n connector.connector_name,\n connector.destination_id,\n connector.destination_name\n\n from schema_changes join connector \n on schema_changes.connector_id = connector.connector_id\n),\n\nfinal as (\n\n select\n connector_id,\n connector_name,\n destination_id,\n destination_name,\n created_at,\n event_subtype,\n message_data,\n\n case \n when event_subtype = 'alter_table' then \n\n case when message_data ~ '^\\s*[\\{].*[\\}]?\\s*$' -- Postgres has no native json check, so this will check the string for indicators of a JSON object\n then message_data::json #>> '{table}'\n else null end\n\n \n when event_subtype = 'create_table' then \n\n case when message_data ~ '^\\s*[\\{].*[\\}]?\\s*$' -- Postgres has no native json check, so this will check the string for indicators of a JSON object\n then message_data::json #>> '{name}'\n else null end\n\n\n else null end as table_name,\n\n case \n when event_subtype = 'create_schema' or event_subtype = 'create_table' then \n\n case when message_data ~ '^\\s*[\\{].*[\\}]?\\s*$' -- Postgres has no native json check, so this will check the string for indicators of a JSON object\n then message_data::json #>> '{schema}'\n else null end\n\n\n else null end as schema_name\n \n from add_connector_info\n)\n\nselect * from final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.fivetran_log.fivetran_platform__connector_daily_events": {"database": "postgres", "schema": "platform_testing_schema_fivetran_platform", "name": "fivetran_platform__connector_daily_events", "resource_type": "model", "package_name": "fivetran_log", "path": "fivetran_platform__connector_daily_events.sql", "original_file_path": "models/fivetran_platform__connector_daily_events.sql", "unique_id": "model.fivetran_log.fivetran_platform__connector_daily_events", "fqn": ["fivetran_log", "fivetran_platform__connector_daily_events"], "alias": "fivetran_platform__connector_daily_events", "checksum": {"name": "sha256", "checksum": "8550bb008cce0a00195f9fb569341c089cdc76f0b3631677aa946058bdf03727"}, "config": {"enabled": true, "alias": null, "schema": "fivetran_platform", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Table of each connector's daily history of the quantity of api calls, schema changes, and records modified, starting at the connector's setup date. \n", "columns": {"connector_id": {"name": "connector_id", "description": "System generated unique ID of the connector.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "connector_name": {"name": "connector_name", "description": "Name of the connector.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "connector_type": {"name": "connector_type", "description": "The kind of connector (ie google sheets, webhooks).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "destination_id": {"name": "destination_id", "description": "Foreign key referencing the `destination` warehouse that the connector data is loaded into.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "destination_name": {"name": "destination_name", "description": "Name of the destination loading data from this connector.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "Date on which the number of api calls for the connector is measured.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "count_api_calls": {"name": "count_api_calls", "description": "The number of api call events logged for this connector on this day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "count_record_modifications": {"name": "count_record_modifications", "description": "The sum of all records modified (includes updates, inserts, and deletes).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "count_schema_changes": {"name": "count_schema_changes", "description": "The number of schema change events for this connector.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "fivetran_log://models/fivetran_platform.yml", "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "{{ 'sqlw_tests' if target.name == 'databricks-sql' else 'fivetran_platform' }}"}, "created_at": 1712667568.961136, "relation_name": "\"postgres\".\"platform_testing_schema_fivetran_platform\".\"fivetran_platform__connector_daily_events\"", "raw_code": "-- depends_on: {{ var('connector') }}\n\nwith connector as (\n \n select * \n from {{ ref('fivetran_platform__connector_status') }}\n),\n\n-- grab api calls, schema changes, and record modifications\nlog_events as (\n\n select \n connector_id,\n cast( {{ dbt.date_trunc('day', 'created_at') }} as date) as date_day,\n case \n when event_subtype in ('create_table', 'alter_table', 'create_schema', 'change_schema_config') then 'schema_change' \n else event_subtype end as event_subtype,\n\n sum(case when event_subtype = 'records_modified' then cast( {{ fivetran_log.fivetran_log_json_parse(string='message_data', string_path=['count']) }} as {{ dbt.type_bigint()}} )\n else 1 end) as count_events \n\n from {{ ref('stg_fivetran_platform__log') }}\n\n where event_subtype in ('api_call', \n 'records_modified', \n 'create_table', 'alter_table', 'create_schema', 'change_schema_config') -- all schema changes\n \n and connector_id is not null\n\n group by connector_id, cast( {{ dbt.date_trunc('day', 'created_at') }} as date), event_subtype\n),\n\npivot_out_events as (\n\n select\n connector_id,\n date_day,\n max(case when event_subtype = 'api_call' then count_events else 0 end) as count_api_calls,\n max(case when event_subtype = 'records_modified' then count_events else 0 end) as count_record_modifications,\n max(case when event_subtype = 'schema_change' then count_events else 0 end) as count_schema_changes\n\n from log_events\n group by connector_id, date_day\n), \n\nconnector_event_counts as (\n\n select\n pivot_out_events.date_day,\n pivot_out_events.count_api_calls,\n pivot_out_events.count_record_modifications,\n pivot_out_events.count_schema_changes,\n connector.connector_name,\n connector.connector_id,\n connector.connector_type,\n connector.destination_name,\n connector.destination_id,\n connector.set_up_at\n from\n connector left join pivot_out_events \n on pivot_out_events.connector_id = connector.connector_id\n),\n\nspine as (\n\n {% if execute %}\n {% set first_date_query %}\n select min( signed_up ) as min_date from {{ var('connector') }}\n {% endset %}\n {% set first_date = run_query(first_date_query).columns[0][0]|string %}\n \n {% else %} {% set first_date = \"2016-01-01\" %}\n {% endif %}\n\n select \n cast(date_day as date) as date_day\n from (\n {{ fivetran_utils.fivetran_date_spine(\n datepart = \"day\", \n start_date = \"cast('\" ~ first_date[0:10] ~ \"' as date)\", \n end_date = dbt.dateadd(\"week\", 1, dbt.date_trunc('day', dbt.current_timestamp_backcompat() if target.type != 'sqlserver' else dbt.current_timestamp())) \n ) \n }} \n ) as date_spine\n),\n\nconnector_event_history as (\n\n select\n spine.date_day,\n connector_event_counts.connector_name,\n connector_event_counts.connector_id,\n connector_event_counts.connector_type,\n connector_event_counts.destination_name,\n connector_event_counts.destination_id,\n max(case \n when spine.date_day = connector_event_counts.date_day then connector_event_counts.count_api_calls\n else 0\n end) as count_api_calls,\n max(case \n when spine.date_day = connector_event_counts.date_day then connector_event_counts.count_record_modifications\n else 0\n end) as count_record_modifications,\n max(case \n when spine.date_day = connector_event_counts.date_day then connector_event_counts.count_schema_changes\n else 0\n end) as count_schema_changes\n from\n spine join connector_event_counts\n on spine.date_day >= cast({{ dbt.date_trunc('day', 'cast(connector_event_counts.set_up_at as date)') }} as date)\n\n group by spine.date_day, connector_name, connector_id, connector_type, destination_name, destination_id\n),\n\n-- now rejoin spine to get a complete calendar\njoin_event_history as (\n \n select\n spine.date_day,\n connector_event_history.connector_name,\n connector_event_history.connector_id,\n connector_event_history.connector_type,\n connector_event_history.destination_name,\n connector_event_history.destination_id,\n max(connector_event_history.count_api_calls) as count_api_calls,\n max(connector_event_history.count_record_modifications) as count_record_modifications,\n max(connector_event_history.count_schema_changes) as count_schema_changes\n\n from\n spine left join connector_event_history\n on spine.date_day = connector_event_history.date_day\n\n group by spine.date_day, connector_name, connector_id, connector_type, destination_name, destination_id\n),\n\nfinal as (\n\n select *\n from join_event_history\n\n where date_day <= cast({{ dbt.current_timestamp_backcompat() if target.type != 'sqlserver' else dbt.current_timestamp() }} as date)\n)\n\nselect *\nfrom final", "language": "sql", "refs": [{"name": "fivetran_platform__connector_status", "package": null, "version": null}, {"name": "stg_fivetran_platform__log", "package": null, "version": null}], "sources": [["fivetran_platform", "connector"]], "metrics": [], "depends_on": {"macros": ["macro.dbt.date_trunc", "macro.fivetran_log.fivetran_log_json_parse", "macro.dbt.type_bigint", "macro.dbt.current_timestamp_backcompat", "macro.dbt.dateadd", "macro.fivetran_utils.fivetran_date_spine", "macro.dbt.run_query"], "nodes": ["source.fivetran_log.fivetran_platform.connector", "model.fivetran_log.fivetran_platform__connector_status", "model.fivetran_log.stg_fivetran_platform__log"]}, "compiled_path": "target/compiled/fivetran_log/models/fivetran_platform__connector_daily_events.sql", "compiled": true, "compiled_code": "-- depends_on: \"postgres\".\"platform_testing_schema\".\"connector\"\n\nwith connector as (\n \n select * \n from \"postgres\".\"platform_testing_schema_fivetran_platform\".\"fivetran_platform__connector_status\"\n),\n\n-- grab api calls, schema changes, and record modifications\nlog_events as (\n\n select \n connector_id,\n cast( date_trunc('day', created_at) as date) as date_day,\n case \n when event_subtype in ('create_table', 'alter_table', 'create_schema', 'change_schema_config') then 'schema_change' \n else event_subtype end as event_subtype,\n\n sum(case when event_subtype = 'records_modified' then cast( \n\n case when message_data ~ '^\\s*[\\{].*[\\}]?\\s*$' -- Postgres has no native json check, so this will check the string for indicators of a JSON object\n then message_data::json #>> '{count}'\n else null end\n\n as bigint )\n else 1 end) as count_events \n\n from \"postgres\".\"platform_testing_schema_fivetran_platform\".\"stg_fivetran_platform__log\"\n\n where event_subtype in ('api_call', \n 'records_modified', \n 'create_table', 'alter_table', 'create_schema', 'change_schema_config') -- all schema changes\n \n and connector_id is not null\n\n group by connector_id, cast( date_trunc('day', created_at) as date), event_subtype\n),\n\npivot_out_events as (\n\n select\n connector_id,\n date_day,\n max(case when event_subtype = 'api_call' then count_events else 0 end) as count_api_calls,\n max(case when event_subtype = 'records_modified' then count_events else 0 end) as count_record_modifications,\n max(case when event_subtype = 'schema_change' then count_events else 0 end) as count_schema_changes\n\n from log_events\n group by connector_id, date_day\n), \n\nconnector_event_counts as (\n\n select\n pivot_out_events.date_day,\n pivot_out_events.count_api_calls,\n pivot_out_events.count_record_modifications,\n pivot_out_events.count_schema_changes,\n connector.connector_name,\n connector.connector_id,\n connector.connector_type,\n connector.destination_name,\n connector.destination_id,\n connector.set_up_at\n from\n connector left join pivot_out_events \n on pivot_out_events.connector_id = connector.connector_id\n),\n\nspine as (\n\n \n \n \n \n \n\n select \n cast(date_day as date) as date_day\n from (\n \n\n \n\n\n\n\n\nwith rawdata as (\n\n \n\n \n\n with p as (\n select 0 as generated_number union all select 1\n ), unioned as (\n\n select\n\n \n p0.generated_number * power(2, 0)\n + \n \n p1.generated_number * power(2, 1)\n + \n \n p2.generated_number * power(2, 2)\n + \n \n p3.generated_number * power(2, 3)\n + \n \n p4.generated_number * power(2, 4)\n + \n \n p5.generated_number * power(2, 5)\n + \n \n p6.generated_number * power(2, 6)\n + \n \n p7.generated_number * power(2, 7)\n + \n \n p8.generated_number * power(2, 8)\n + \n \n p9.generated_number * power(2, 9)\n + \n \n p10.generated_number * power(2, 10)\n \n \n + 1\n as generated_number\n\n from\n\n \n p as p0\n cross join \n \n p as p1\n cross join \n \n p as p2\n cross join \n \n p as p3\n cross join \n \n p as p4\n cross join \n \n p as p5\n cross join \n \n p as p6\n cross join \n \n p as p7\n cross join \n \n p as p8\n cross join \n \n p as p9\n cross join \n \n p as p10\n \n \n\n )\n\n select *\n from unioned\n where generated_number <= 1852\n order by generated_number\n\n\n\n),\n\nall_periods as (\n\n select (\n \n\n cast('2019-03-22' as date) + ((interval '1 day') * (row_number() over (order by 1) - 1))\n\n\n ) as date_day\n from rawdata\n\n),\n\nfiltered as (\n\n select *\n from all_periods\n where date_day <= \n\n date_trunc('day', \n current_timestamp::timestamp\n) + ((interval '1 week') * (1))\n\n\n\n)\n\nselect * from filtered\n\n\n \n \n ) as date_spine\n),\n\nconnector_event_history as (\n\n select\n spine.date_day,\n connector_event_counts.connector_name,\n connector_event_counts.connector_id,\n connector_event_counts.connector_type,\n connector_event_counts.destination_name,\n connector_event_counts.destination_id,\n max(case \n when spine.date_day = connector_event_counts.date_day then connector_event_counts.count_api_calls\n else 0\n end) as count_api_calls,\n max(case \n when spine.date_day = connector_event_counts.date_day then connector_event_counts.count_record_modifications\n else 0\n end) as count_record_modifications,\n max(case \n when spine.date_day = connector_event_counts.date_day then connector_event_counts.count_schema_changes\n else 0\n end) as count_schema_changes\n from\n spine join connector_event_counts\n on spine.date_day >= cast(date_trunc('day', cast(connector_event_counts.set_up_at as date)) as date)\n\n group by spine.date_day, connector_name, connector_id, connector_type, destination_name, destination_id\n),\n\n-- now rejoin spine to get a complete calendar\njoin_event_history as (\n \n select\n spine.date_day,\n connector_event_history.connector_name,\n connector_event_history.connector_id,\n connector_event_history.connector_type,\n connector_event_history.destination_name,\n connector_event_history.destination_id,\n max(connector_event_history.count_api_calls) as count_api_calls,\n max(connector_event_history.count_record_modifications) as count_record_modifications,\n max(connector_event_history.count_schema_changes) as count_schema_changes\n\n from\n spine left join connector_event_history\n on spine.date_day = connector_event_history.date_day\n\n group by spine.date_day, connector_name, connector_id, connector_type, destination_name, destination_id\n),\n\nfinal as (\n\n select *\n from join_event_history\n\n where date_day <= cast(\n current_timestamp::timestamp\n as date)\n)\n\nselect *\nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.fivetran_log.fivetran_platform__audit_user_activity": {"database": "postgres", "schema": "platform_testing_schema_fivetran_platform", "name": "fivetran_platform__audit_user_activity", "resource_type": "model", "package_name": "fivetran_log", "path": "fivetran_platform__audit_user_activity.sql", "original_file_path": "models/fivetran_platform__audit_user_activity.sql", "unique_id": "model.fivetran_log.fivetran_platform__audit_user_activity", "fqn": ["fivetran_log", "fivetran_platform__audit_user_activity"], "alias": "fivetran_platform__audit_user_activity", "checksum": {"name": "sha256", "checksum": "22dd08ed624ae9f4c9d6492b12a7470a44a16aee634d2d7ea28323274564aa72"}, "config": {"enabled": true, "alias": null, "schema": "fivetran_platform", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record represents a user-triggered action in your Fivetran instance.This model is intended for audit-trail purposes, as it can be very helpful when trying to trace a user action to a [log event](https://fivetran.com/docs/logs#logeventlist) such as a schema change, sync frequency update, manual update, broken connection, etc.\n", "columns": {"date_day": {"name": "date_day", "description": "Date on which the user action occurred.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "day_name": {"name": "day_name", "description": "Abbreviated weekday name of the date on which this user action occurred (e.g. Mon, Tues, Wed)", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "day_of_month": {"name": "day_of_month", "description": "Day of the month on which this user action occurred (e.g. 2022-03-06 --> 6).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "occurred_at": {"name": "occurred_at", "description": "Timestamp of when the event was logged.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "destination_name": {"name": "destination_name", "description": "UI-facing name of the destination on which the user action was made.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "destination_id": {"name": "destination_id", "description": "Foreign key referencing the `destination` on which the user action was made.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "connector_name": {"name": "connector_name", "description": "Name of the connector that the user acted upon.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "connector_id": {"name": "connector_id", "description": "Foreign key referencing the `connector` that the user acted upon.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "email": {"name": "email", "description": "Account email of the user who triggered the action.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "first_name": {"name": "first_name", "description": "Given name of the user who triggered the action.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "last_name": {"name": "last_name", "description": "Surname of the user who triggered the action.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "user_id": {"name": "user_id", "description": "Foreign key referencing the `user` who triggered the action.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "destination_role": {"name": "destination_role", "description": "The acting user's permissions for this individual destination.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "event_type": {"name": "event_type", "description": "The umbrella event type. Events can be classified as a warning, an error, or just an information log. Typically = 'INFO' for user-triggered actions.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "event_subtype": {"name": "event_subtype", "description": "The routine involved in the log event, defined [here](https://fivetran.com/docs/logs#logevents).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "message_data": {"name": "message_data", "description": "The details of the event in JSON format.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "log_id": {"name": "log_id", "description": "Unique ID of the log record.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "fivetran_log://models/fivetran_platform.yml", "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "{{ 'sqlw_tests' if target.name == 'databricks-sql' else 'fivetran_platform' }}"}, "created_at": 1712667568.96526, "relation_name": "\"postgres\".\"platform_testing_schema_fivetran_platform\".\"fivetran_platform__audit_user_activity\"", "raw_code": "with logs as (\n\n select \n *,\n {{ fivetran_log.fivetran_log_json_parse(string='message_data', string_path='actor') }} as actor_email\n from {{ ref('stg_fivetran_platform__log') }}\n where lower(message_data) like '%actor%'\n),\n\nuser_logs as (\n\n select *\n from logs\n where actor_email is not null \n and lower(actor_email) != 'fivetran'\n),\n\nconnector as (\n\n select *\n from {{ ref('stg_fivetran_platform__connector') }}\n),\n\ndestination as (\n\n select *\n from {{ ref('stg_fivetran_platform__destination') }}\n),\n\n{%- if var('fivetran_platform_using_user', true) %}\nusers as (\n\n select *\n from {{ ref('stg_fivetran_platform__user') }}\n),\n\n {%- if var('fivetran_platform_using_destination_membership', true) %}\n destination_membership as (\n\n select *\n from {{ ref('stg_fivetran_platform__destination_membership') }}\n ),\n {% endif -%}\n\n{% endif -%}\n\nfinal as (\n\n select\n {{ dbt.date_trunc('day', 'user_logs.created_at') }} as date_day,\n \n {% if target.type != 'sqlserver' -%}\n {{ dbt_date.day_name('user_logs.created_at') }} as day_name,\n {{ dbt_date.day_of_month('user_logs.created_at') }} as day_of_month,\n {% else -%} \n format(cast(user_logs.created_at as date), 'ddd') as day_name,\n day(user_logs.created_at) as day_of_month,\n {% endif -%} \n \n user_logs.created_at as occurred_at,\n destination.destination_name,\n destination.destination_id,\n connector.connector_name,\n connector.connector_id,\n user_logs.actor_email as email,\n{%- if var('fivetran_platform_using_user', true) %}\n users.first_name,\n users.last_name,\n users.user_id,\n {%- if var('fivetran_platform_using_destination_membership', true) %}\n destination_membership.destination_role,\n {% endif -%}\n{% endif -%}\n\n user_logs.event_type, -- should always be INFO for user-triggered actions but include just in case\n user_logs.event_subtype,\n user_logs.message_data,\n user_logs.log_id\n\n from user_logs\n left join connector\n on user_logs.connector_id = connector.connector_id\n left join destination\n on connector.destination_id = destination.destination_id\n\n{%- if var('fivetran_platform_using_user', true) %}\n left join users \n on lower(users.email) = lower(user_logs.actor_email)\n\n {%- if var('fivetran_platform_using_destination_membership', true) %}\n left join destination_membership\n on destination.destination_id = destination_membership.destination_id\n and users.user_id = destination_membership.user_id\n\n {% endif -%}\n{% endif -%}\n\n)\n\nselect *\nfrom final", "language": "sql", "refs": [{"name": "stg_fivetran_platform__log", "package": null, "version": null}, {"name": "stg_fivetran_platform__connector", "package": null, "version": null}, {"name": "stg_fivetran_platform__destination", "package": null, "version": null}, {"name": "stg_fivetran_platform__user", "package": null, "version": null}, {"name": "stg_fivetran_platform__destination_membership", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.fivetran_log.fivetran_log_json_parse", "macro.dbt.date_trunc", "macro.dbt_date.day_name", "macro.dbt_date.day_of_month"], "nodes": ["model.fivetran_log.stg_fivetran_platform__log", "model.fivetran_log.stg_fivetran_platform__connector", "model.fivetran_log.stg_fivetran_platform__destination", "model.fivetran_log.stg_fivetran_platform__user", "model.fivetran_log.stg_fivetran_platform__destination_membership"]}, "compiled_path": "target/compiled/fivetran_log/models/fivetran_platform__audit_user_activity.sql", "compiled": true, "compiled_code": "with logs as (\n\n select \n *,\n \n\n case when message_data ~ '^\\s*[\\{].*[\\}]?\\s*$' -- Postgres has no native json check, so this will check the string for indicators of a JSON object\n then message_data::json #>> '{a,c,t,o,r}'\n else null end\n\n as actor_email\n from \"postgres\".\"platform_testing_schema_fivetran_platform\".\"stg_fivetran_platform__log\"\n where lower(message_data) like '%actor%'\n),\n\nuser_logs as (\n\n select *\n from logs\n where actor_email is not null \n and lower(actor_email) != 'fivetran'\n),\n\nconnector as (\n\n select *\n from \"postgres\".\"platform_testing_schema_fivetran_platform\".\"stg_fivetran_platform__connector\"\n),\n\ndestination as (\n\n select *\n from \"postgres\".\"platform_testing_schema_fivetran_platform\".\"stg_fivetran_platform__destination\"\n),\nusers as (\n\n select *\n from \"postgres\".\"platform_testing_schema_fivetran_platform\".\"stg_fivetran_platform__user\"\n),\n destination_membership as (\n\n select *\n from \"postgres\".\"platform_testing_schema_fivetran_platform\".\"stg_fivetran_platform__destination_membership\"\n ),\n final as (\n\n select\n date_trunc('day', user_logs.created_at) as date_day,\n \n to_char(user_logs.created_at, 'FMDy') as day_name,\n date_part('day', user_logs.created_at) as day_of_month,\n user_logs.created_at as occurred_at,\n destination.destination_name,\n destination.destination_id,\n connector.connector_name,\n connector.connector_id,\n user_logs.actor_email as email,\n users.first_name,\n users.last_name,\n users.user_id,\n destination_membership.destination_role,\n user_logs.event_type, -- should always be INFO for user-triggered actions but include just in case\n user_logs.event_subtype,\n user_logs.message_data,\n user_logs.log_id\n\n from user_logs\n left join connector\n on user_logs.connector_id = connector.connector_id\n left join destination\n on connector.destination_id = destination.destination_id\n left join users \n on lower(users.email) = lower(user_logs.actor_email)\n left join destination_membership\n on destination.destination_id = destination_membership.destination_id\n and users.user_id = destination_membership.user_id\n\n )\n\nselect *\nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.fivetran_log.fivetran_platform__connector_status": {"database": "postgres", "schema": "platform_testing_schema_fivetran_platform", "name": "fivetran_platform__connector_status", "resource_type": "model", "package_name": "fivetran_log", "path": "fivetran_platform__connector_status.sql", "original_file_path": "models/fivetran_platform__connector_status.sql", "unique_id": "model.fivetran_log.fivetran_platform__connector_status", "fqn": ["fivetran_log", "fivetran_platform__connector_status"], "alias": "fivetran_platform__connector_status", "checksum": {"name": "sha256", "checksum": "a808c8ac9705e031acef99e7c3a4be5ead84f3d84d840a31a2d1e0855e3531f4"}, "config": {"enabled": true, "alias": null, "schema": "fivetran_platform", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Table of each destination's connector and details surrounding its connection and data-sync status.\n", "columns": {"connector_id": {"name": "connector_id", "description": "System generated unique ID of the connector.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "connector_name": {"name": "connector_name", "description": "Name of the connector.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "connector_type": {"name": "connector_type", "description": "The kind of connector (ie google sheets, webhooks).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "destination_id": {"name": "destination_id", "description": "Foreign key referencing the `destination` warehouse that the connector data is loaded into.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "destination_name": {"name": "destination_name", "description": "Name of the destination loading data from this connector.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "connector_health": {"name": "connector_health", "description": "Status of the connector's data flow. Can be `\"broken\"`, `\"deleted\"`, `\"incomplete\"`, `\"connected\"`, `\"paused\"`, `\"initial sync in progress\"`, or `\"priority first sync\"`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "last_successful_sync_completed_at": {"name": "last_successful_sync_completed_at", "description": "Timestamp of when the last sync attempt was completed. This could be either a failure or a successful sync.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "last_sync_started_at": {"name": "last_sync_started_at", "description": "Timestamp of when the last sync was started. Note that if new data comes in after a sync has begun, the new data will not be included in this sync.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "last_sync_completed_at": {"name": "last_sync_completed_at", "description": "Timestamp of when the last sync was completed.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "set_up_at": {"name": "set_up_at", "description": "Timestamp of when the connector was set up.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "number_of_schema_changes_last_month": {"name": "number_of_schema_changes_last_month", "description": "The number of schema changes (creating tables or schemas and altering tables) in the past 30 days.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "number_errors_since_last_completed_sync": {"name": "number_errors_since_last_completed_sync", "description": "Numeric metric indicating the number of error messages raised since the last sync completion.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "number_warnings_since_last_completed_sync": {"name": "number_warnings_since_last_completed_sync", "description": "Numeric metric indicating the number of warning messages raised since the last sync completion.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "fivetran_log://models/fivetran_platform.yml", "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "{{ 'sqlw_tests' if target.name == 'databricks-sql' else 'fivetran_platform' }}"}, "created_at": 1712667568.957004, "relation_name": "\"postgres\".\"platform_testing_schema_fivetran_platform\".\"fivetran_platform__connector_status\"", "raw_code": "with transformation_removal as (\n\n select \n *,\n case when event_subtype in ('status', 'sync_end')\n then message_data\n else null \n end as filtered_message_data\n from {{ ref('stg_fivetran_platform__log') }}\n where transformation_id is null\n),\n\nparse_json as (\n select\n *,\n {{ fivetran_log.fivetran_log_json_parse(string=\"filtered_message_data\", string_path=[\"status\"]) }} as log_status,\n {{ fivetran_log.fivetran_log_json_parse(string=\"filtered_message_data\", string_path=[\"reason\"]) }} as log_reason\n from transformation_removal\n),\n\nconnector_log as (\n select \n *,\n sum( case when event_subtype in ('sync_start') then 1 else 0 end) over ( partition by connector_id \n order by created_at rows unbounded preceding) as sync_batch_id\n from parse_json\n -- only looking at errors, warnings, and syncs here\n where event_type = 'SEVERE'\n or event_type = 'WARNING'\n or event_subtype like 'sync%'\n or (event_subtype = 'status' \n and log_status = 'RESCHEDULED'\n and log_reason like '%intended behavior%'\n ) -- for priority-first syncs. these should be captured by event_type = 'WARNING' but let's make sure\n or (event_subtype = 'status' \n and log_status = 'SUCCESSFUL'\n )\n -- whole reason is \"We have rescheduled the connector to force flush data from the forward sync into your destination. This is intended behavior and means that the connector is working as expected.\"\n),\n\nschema_changes as (\n\n select\n connector_id,\n count(*) as number_of_schema_changes_last_month\n\n from {{ ref('stg_fivetran_platform__log') }}\n\n where \n {{ dbt.datediff('created_at', dbt.current_timestamp_backcompat() if target.type != 'sqlserver' else dbt.current_timestamp(), 'day') }} <= 30\n and event_subtype in ('create_table', 'alter_table', 'create_schema', 'change_schema_config')\n\n group by connector_id\n\n),\n\nconnector as (\n\n select *\n from {{ ref('stg_fivetran_platform__connector') }}\n\n),\n\ndestination as (\n\n select * \n from {{ ref('stg_fivetran_platform__destination') }}\n),\n\nconnector_metrics as (\n\n select\n connector.connector_id,\n connector.connector_name,\n connector.connector_type,\n connector.destination_id,\n connector.is_paused,\n connector.set_up_at,\n connector.is_deleted,\n max(case when connector_log.event_subtype = 'sync_start' then connector_log.created_at else null end) as last_sync_started_at,\n\n max(case when connector_log.event_subtype = 'sync_end' \n then connector_log.created_at else null end) as last_sync_completed_at,\n\n max(case when connector_log.event_subtype in ('status', 'sync_end')\n and connector_log.log_status = 'SUCCESSFUL'\n then connector_log.created_at else null end) as last_successful_sync_completed_at,\n\n\n max(case when connector_log.event_subtype = 'sync_end' \n then connector_log.sync_batch_id else null end) as last_sync_batch_id,\n\n max(case when connector_log.event_subtype in ('status', 'sync_end')\n and connector_log.log_status = 'RESCHEDULED'\n and connector_log.log_reason like '%intended behavior%'\n then connector_log.created_at else null end) as last_priority_first_sync_completed_at,\n \n\n max(case when connector_log.event_type = 'SEVERE' then connector_log.created_at else null end) as last_error_at,\n\n max(case when connector_log.event_type = 'SEVERE' then connector_log.sync_batch_id else null end) as last_error_batch,\n max(case when event_type = 'WARNING' then connector_log.created_at else null end) as last_warning_at\n\n from connector \n left join connector_log \n on connector_log.connector_id = connector.connector_id\n group by connector.connector_id, connector.connector_name, connector.connector_type, connector.destination_id, connector.is_paused, connector.set_up_at, connector.is_deleted\n),\n\nconnector_health_status as (\n\n select\n *,\n case \n -- connector is deleted\n when is_deleted {{ ' = 1' if target.type == 'sqlserver' }} then 'deleted'\n\n -- connector is paused\n when is_paused {{ ' = 1' if target.type == 'sqlserver' }} then 'paused'\n\n -- a sync has never been attempted\n when last_sync_started_at is null then 'incomplete'\n\n -- a priority-first sync has occurred, but a normal sync has not\n when last_priority_first_sync_completed_at is not null and last_sync_completed_at is null then 'priority first sync'\n\n -- a priority sync has occurred more recently than a normal one (may occurr if the connector has been paused and resumed)\n when last_priority_first_sync_completed_at > last_sync_completed_at then 'priority first sync'\n\n -- a sync has been attempted, but not completed, and it's not due to errors. also a priority-first sync hasn't\n when last_sync_completed_at is null and last_error_at is null then 'initial sync in progress'\n\n -- the last attempted sync had an error\n when last_sync_batch_id = last_error_batch then 'broken'\n\n -- there's never been a successful sync and there have been errors\n when last_sync_completed_at is null and last_error_at is not null then 'broken'\n\n else 'connected' end as connector_health\n\n from connector_metrics\n),\n\n-- Joining with log to grab pertinent error/warning messagees\nconnector_recent_logs as (\n\n select \n connector_health_status.connector_id,\n connector_health_status.connector_name,\n connector_health_status.connector_type,\n connector_health_status.destination_id,\n connector_health_status.connector_health,\n connector_health_status.last_successful_sync_completed_at,\n connector_health_status.last_sync_started_at,\n connector_health_status.last_sync_completed_at,\n connector_health_status.set_up_at,\n connector_log.event_subtype,\n connector_log.event_type,\n connector_log.message_data\n\n from connector_health_status \n left join connector_log \n on connector_log.connector_id = connector_health_status.connector_id\n -- limiting relevance to since the last successful sync completion (if there has been one)\n and connector_log.created_at > coalesce(connector_health_status.last_sync_completed_at, connector_health_status.last_priority_first_sync_completed_at, '2000-01-01') \n -- only looking at errors and warnings (excluding syncs - both normal and priority first)\n and connector_log.event_type != 'INFO' \n -- need to explicitly avoid priority first statuses because they are of event_type WARNING\n and not (connector_log.event_subtype = 'status' \n and connector_log.log_status = 'RESCHEDULED'\n and connector_log.log_reason like '%intended behavior%')\n\n group by -- remove duplicates, need explicit group by for SQL Server\n connector_health_status.connector_id,\n connector_health_status.connector_name,\n connector_health_status.connector_type,\n connector_health_status.destination_id,\n connector_health_status.connector_health,\n connector_health_status.last_successful_sync_completed_at,\n connector_health_status.last_sync_started_at,\n connector_health_status.last_sync_completed_at,\n connector_health_status.set_up_at,\n connector_log.event_subtype,\n connector_log.event_type,\n connector_log.message_data\n),\n\nfinal as (\n\n select\n connector_recent_logs.connector_id,\n connector_recent_logs.connector_name,\n connector_recent_logs.connector_type,\n connector_recent_logs.destination_id,\n destination.destination_name,\n connector_recent_logs.connector_health,\n connector_recent_logs.last_successful_sync_completed_at,\n connector_recent_logs.last_sync_started_at,\n connector_recent_logs.last_sync_completed_at,\n connector_recent_logs.set_up_at,\n coalesce(schema_changes.number_of_schema_changes_last_month, 0) as number_of_schema_changes_last_month,\n count(case when connector_recent_logs.event_type = 'SEVERE' then connector_recent_logs.message_data else null end) as number_errors_since_last_completed_sync,\n count(case when connector_recent_logs.event_type = 'WARNING' then connector_recent_logs.message_data else null end) as number_warnings_since_last_completed_sync\n\n from connector_recent_logs\n left join schema_changes \n on connector_recent_logs.connector_id = schema_changes.connector_id \n\n join destination on destination.destination_id = connector_recent_logs.destination_id\n\n -- need explicit group bys for SQL Server\n group by \n connector_recent_logs.connector_id, \n connector_recent_logs.connector_name, \n connector_recent_logs.connector_type, \n connector_recent_logs.destination_id, \n destination.destination_name, \n connector_recent_logs.connector_health, \n connector_recent_logs.last_successful_sync_completed_at, \n connector_recent_logs.last_sync_started_at, \n connector_recent_logs.last_sync_completed_at, \n connector_recent_logs.set_up_at, \n schema_changes.number_of_schema_changes_last_month\n)\n\nselect * \nfrom final", "language": "sql", "refs": [{"name": "stg_fivetran_platform__log", "package": null, "version": null}, {"name": "stg_fivetran_platform__log", "package": null, "version": null}, {"name": "stg_fivetran_platform__connector", "package": null, "version": null}, {"name": "stg_fivetran_platform__destination", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.fivetran_log.fivetran_log_json_parse", "macro.dbt.current_timestamp_backcompat", "macro.dbt.datediff"], "nodes": ["model.fivetran_log.stg_fivetran_platform__log", "model.fivetran_log.stg_fivetran_platform__connector", "model.fivetran_log.stg_fivetran_platform__destination"]}, "compiled_path": "target/compiled/fivetran_log/models/fivetran_platform__connector_status.sql", "compiled": true, "compiled_code": "with transformation_removal as (\n\n select \n *,\n case when event_subtype in ('status', 'sync_end')\n then message_data\n else null \n end as filtered_message_data\n from \"postgres\".\"platform_testing_schema_fivetran_platform\".\"stg_fivetran_platform__log\"\n where transformation_id is null\n),\n\nparse_json as (\n select\n *,\n \n\n case when filtered_message_data ~ '^\\s*[\\{].*[\\}]?\\s*$' -- Postgres has no native json check, so this will check the string for indicators of a JSON object\n then filtered_message_data::json #>> '{status}'\n else null end\n\n as log_status,\n \n\n case when filtered_message_data ~ '^\\s*[\\{].*[\\}]?\\s*$' -- Postgres has no native json check, so this will check the string for indicators of a JSON object\n then filtered_message_data::json #>> '{reason}'\n else null end\n\n as log_reason\n from transformation_removal\n),\n\nconnector_log as (\n select \n *,\n sum( case when event_subtype in ('sync_start') then 1 else 0 end) over ( partition by connector_id \n order by created_at rows unbounded preceding) as sync_batch_id\n from parse_json\n -- only looking at errors, warnings, and syncs here\n where event_type = 'SEVERE'\n or event_type = 'WARNING'\n or event_subtype like 'sync%'\n or (event_subtype = 'status' \n and log_status = 'RESCHEDULED'\n and log_reason like '%intended behavior%'\n ) -- for priority-first syncs. these should be captured by event_type = 'WARNING' but let's make sure\n or (event_subtype = 'status' \n and log_status = 'SUCCESSFUL'\n )\n -- whole reason is \"We have rescheduled the connector to force flush data from the forward sync into your destination. This is intended behavior and means that the connector is working as expected.\"\n),\n\nschema_changes as (\n\n select\n connector_id,\n count(*) as number_of_schema_changes_last_month\n\n from \"postgres\".\"platform_testing_schema_fivetran_platform\".\"stg_fivetran_platform__log\"\n\n where \n \n ((\n current_timestamp::timestamp\n)::date - (created_at)::date)\n <= 30\n and event_subtype in ('create_table', 'alter_table', 'create_schema', 'change_schema_config')\n\n group by connector_id\n\n),\n\nconnector as (\n\n select *\n from \"postgres\".\"platform_testing_schema_fivetran_platform\".\"stg_fivetran_platform__connector\"\n\n),\n\ndestination as (\n\n select * \n from \"postgres\".\"platform_testing_schema_fivetran_platform\".\"stg_fivetran_platform__destination\"\n),\n\nconnector_metrics as (\n\n select\n connector.connector_id,\n connector.connector_name,\n connector.connector_type,\n connector.destination_id,\n connector.is_paused,\n connector.set_up_at,\n connector.is_deleted,\n max(case when connector_log.event_subtype = 'sync_start' then connector_log.created_at else null end) as last_sync_started_at,\n\n max(case when connector_log.event_subtype = 'sync_end' \n then connector_log.created_at else null end) as last_sync_completed_at,\n\n max(case when connector_log.event_subtype in ('status', 'sync_end')\n and connector_log.log_status = 'SUCCESSFUL'\n then connector_log.created_at else null end) as last_successful_sync_completed_at,\n\n\n max(case when connector_log.event_subtype = 'sync_end' \n then connector_log.sync_batch_id else null end) as last_sync_batch_id,\n\n max(case when connector_log.event_subtype in ('status', 'sync_end')\n and connector_log.log_status = 'RESCHEDULED'\n and connector_log.log_reason like '%intended behavior%'\n then connector_log.created_at else null end) as last_priority_first_sync_completed_at,\n \n\n max(case when connector_log.event_type = 'SEVERE' then connector_log.created_at else null end) as last_error_at,\n\n max(case when connector_log.event_type = 'SEVERE' then connector_log.sync_batch_id else null end) as last_error_batch,\n max(case when event_type = 'WARNING' then connector_log.created_at else null end) as last_warning_at\n\n from connector \n left join connector_log \n on connector_log.connector_id = connector.connector_id\n group by connector.connector_id, connector.connector_name, connector.connector_type, connector.destination_id, connector.is_paused, connector.set_up_at, connector.is_deleted\n),\n\nconnector_health_status as (\n\n select\n *,\n case \n -- connector is deleted\n when is_deleted then 'deleted'\n\n -- connector is paused\n when is_paused then 'paused'\n\n -- a sync has never been attempted\n when last_sync_started_at is null then 'incomplete'\n\n -- a priority-first sync has occurred, but a normal sync has not\n when last_priority_first_sync_completed_at is not null and last_sync_completed_at is null then 'priority first sync'\n\n -- a priority sync has occurred more recently than a normal one (may occurr if the connector has been paused and resumed)\n when last_priority_first_sync_completed_at > last_sync_completed_at then 'priority first sync'\n\n -- a sync has been attempted, but not completed, and it's not due to errors. also a priority-first sync hasn't\n when last_sync_completed_at is null and last_error_at is null then 'initial sync in progress'\n\n -- the last attempted sync had an error\n when last_sync_batch_id = last_error_batch then 'broken'\n\n -- there's never been a successful sync and there have been errors\n when last_sync_completed_at is null and last_error_at is not null then 'broken'\n\n else 'connected' end as connector_health\n\n from connector_metrics\n),\n\n-- Joining with log to grab pertinent error/warning messagees\nconnector_recent_logs as (\n\n select \n connector_health_status.connector_id,\n connector_health_status.connector_name,\n connector_health_status.connector_type,\n connector_health_status.destination_id,\n connector_health_status.connector_health,\n connector_health_status.last_successful_sync_completed_at,\n connector_health_status.last_sync_started_at,\n connector_health_status.last_sync_completed_at,\n connector_health_status.set_up_at,\n connector_log.event_subtype,\n connector_log.event_type,\n connector_log.message_data\n\n from connector_health_status \n left join connector_log \n on connector_log.connector_id = connector_health_status.connector_id\n -- limiting relevance to since the last successful sync completion (if there has been one)\n and connector_log.created_at > coalesce(connector_health_status.last_sync_completed_at, connector_health_status.last_priority_first_sync_completed_at, '2000-01-01') \n -- only looking at errors and warnings (excluding syncs - both normal and priority first)\n and connector_log.event_type != 'INFO' \n -- need to explicitly avoid priority first statuses because they are of event_type WARNING\n and not (connector_log.event_subtype = 'status' \n and connector_log.log_status = 'RESCHEDULED'\n and connector_log.log_reason like '%intended behavior%')\n\n group by -- remove duplicates, need explicit group by for SQL Server\n connector_health_status.connector_id,\n connector_health_status.connector_name,\n connector_health_status.connector_type,\n connector_health_status.destination_id,\n connector_health_status.connector_health,\n connector_health_status.last_successful_sync_completed_at,\n connector_health_status.last_sync_started_at,\n connector_health_status.last_sync_completed_at,\n connector_health_status.set_up_at,\n connector_log.event_subtype,\n connector_log.event_type,\n connector_log.message_data\n),\n\nfinal as (\n\n select\n connector_recent_logs.connector_id,\n connector_recent_logs.connector_name,\n connector_recent_logs.connector_type,\n connector_recent_logs.destination_id,\n destination.destination_name,\n connector_recent_logs.connector_health,\n connector_recent_logs.last_successful_sync_completed_at,\n connector_recent_logs.last_sync_started_at,\n connector_recent_logs.last_sync_completed_at,\n connector_recent_logs.set_up_at,\n coalesce(schema_changes.number_of_schema_changes_last_month, 0) as number_of_schema_changes_last_month,\n count(case when connector_recent_logs.event_type = 'SEVERE' then connector_recent_logs.message_data else null end) as number_errors_since_last_completed_sync,\n count(case when connector_recent_logs.event_type = 'WARNING' then connector_recent_logs.message_data else null end) as number_warnings_since_last_completed_sync\n\n from connector_recent_logs\n left join schema_changes \n on connector_recent_logs.connector_id = schema_changes.connector_id \n\n join destination on destination.destination_id = connector_recent_logs.destination_id\n\n -- need explicit group bys for SQL Server\n group by \n connector_recent_logs.connector_id, \n connector_recent_logs.connector_name, \n connector_recent_logs.connector_type, \n connector_recent_logs.destination_id, \n destination.destination_name, \n connector_recent_logs.connector_health, \n connector_recent_logs.last_successful_sync_completed_at, \n connector_recent_logs.last_sync_started_at, \n connector_recent_logs.last_sync_completed_at, \n connector_recent_logs.set_up_at, \n schema_changes.number_of_schema_changes_last_month\n)\n\nselect * \nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.fivetran_log.fivetran_platform__usage_mar_destination_history": {"database": "postgres", "schema": "platform_testing_schema_fivetran_platform", "name": "fivetran_platform__usage_mar_destination_history", "resource_type": "model", "package_name": "fivetran_log", "path": "fivetran_platform__usage_mar_destination_history.sql", "original_file_path": "models/fivetran_platform__usage_mar_destination_history.sql", "unique_id": "model.fivetran_log.fivetran_platform__usage_mar_destination_history", "fqn": ["fivetran_log", "fivetran_platform__usage_mar_destination_history"], "alias": "fivetran_platform__usage_mar_destination_history", "checksum": {"name": "sha256", "checksum": "6872d7ca6c5bc46d66e9673ccf56ca0f2c38fb8d69b38085872cdac5eb9ef961"}, "config": {"enabled": true, "alias": null, "schema": "fivetran_platform", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Table of each destination's usage and active volume, per month. Includes the usage per million MAR and MAR per usage. Usage either refers to a dollar or credit amount, depending on customer's pricing model. Read more about the relationship between usage and MAR [here](https://www.fivetran.com/legal/service-consumption-table).\n", "columns": {"measured_month": {"name": "measured_month", "description": "The month (yyyy-mm-01) of the usage/MAR measurement.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "destination_id": {"name": "destination_id", "description": "Foreign key referencing the `destination` warehouse housing the active rows.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "destination_name": {"name": "destination_name", "description": "Name of the destination as it appears in the UI.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "free_monthly_active_rows": {"name": "free_monthly_active_rows", "description": "The number of free active rows measured in the destination for the month.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "paid_monthly_active_rows": {"name": "paid_monthly_active_rows", "description": "The number of paid active rows measured in the destination for the month.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "total_monthly_active_rows": {"name": "total_monthly_active_rows", "description": "The total number of active rows measured in the destination for the month.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "credits_spent_per_million_mar": {"name": "credits_spent_per_million_mar", "description": "The ratio of credits spent that month per every million active rows synced.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "mar_per_credit_spent": {"name": "mar_per_credit_spent", "description": "The ratio of the month's active volume to credits spent.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "amount_spent_per_million_mar": {"name": "amount_spent_per_million_mar", "description": "The ratio of amount spent that month per every million active rows synced.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "mar_per_amount_spent": {"name": "mar_per_amount_spent", "description": "The ratio of the month's active volume to amount spent.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "credits_spent": {"name": "credits_spent", "description": "The number of credits used by the destination for the given month.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "dollars_spent": {"name": "dollars_spent", "description": "The dollar amount used by the destination for the given month.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "fivetran_log://models/fivetran_platform.yml", "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "{{ 'sqlw_tests' if target.name == 'databricks-sql' else 'fivetran_platform' }}"}, "created_at": 1712667568.959977, "relation_name": "\"postgres\".\"platform_testing_schema_fivetran_platform\".\"fivetran_platform__usage_mar_destination_history\"", "raw_code": "with table_mar as (\n \n select *\n from {{ ref('fivetran_platform__mar_table_history') }}\n),\n\ncredits_used as (\n\n select *\n from {{ ref('stg_fivetran_platform__credits_used') }}\n),\n\nuseage_cost as (\n\n select *\n from {{ ref('stg_fivetran_platform__usage_cost') }}\n),\n\ndestination_mar as (\n\n select \n cast(measured_month as date) as measured_month,\n destination_id,\n destination_name,\n sum(free_monthly_active_rows) as free_monthly_active_rows,\n sum(paid_monthly_active_rows) as paid_monthly_active_rows,\n sum(total_monthly_active_rows) as total_monthly_active_rows\n from table_mar\n group by measured_month, destination_id, destination_name\n),\n\nusage as (\n\n select \n coalesce(credits_used.destination_id, useage_cost.destination_id) as destination_id,\n credits_used.credits_spent,\n useage_cost.dollars_spent,\n cast(concat(coalesce(credits_used.measured_month,useage_cost.measured_month), '-01') as date) as measured_month -- match date format to join with MAR table\n from credits_used\n full outer join useage_cost\n on useage_cost.measured_month = credits_used.measured_month\n and useage_cost.destination_id = credits_used.destination_id\n),\n\njoin_usage_mar as (\n\n select \n destination_mar.measured_month,\n destination_mar.destination_id,\n destination_mar.destination_name,\n usage.credits_spent,\n usage.dollars_spent,\n destination_mar.free_monthly_active_rows,\n destination_mar.paid_monthly_active_rows,\n destination_mar.total_monthly_active_rows,\n\n -- credit and usage mar calculations\n round( cast(nullif(usage.credits_spent,0) * 1000000.0 as {{ dbt.type_numeric() }}) / cast(nullif(destination_mar.total_monthly_active_rows,0) as {{ dbt.type_numeric() }}), 2) as credits_spent_per_million_mar,\n round( cast(nullif(destination_mar.total_monthly_active_rows,0) * 1.0 as {{ dbt.type_numeric() }}) / cast(nullif(usage.credits_spent,0) as {{ dbt.type_numeric() }}), 0) as mar_per_credit_spent,\n round( cast(nullif(usage.dollars_spent,0) * 1000000.0 as {{ dbt.type_numeric() }}) / cast(nullif(destination_mar.total_monthly_active_rows,0) as {{ dbt.type_numeric() }}), 2) as amount_spent_per_million_mar,\n round( cast(nullif(destination_mar.total_monthly_active_rows,0) * 1.0 as {{ dbt.type_numeric() }}) / cast(nullif(usage.dollars_spent,0) as {{ dbt.type_numeric() }}), 0) as mar_per_amount_spent\n from destination_mar \n left join usage \n on destination_mar.measured_month = cast(usage.measured_month as date)\n and destination_mar.destination_id = usage.destination_id\n)\n\nselect * \nfrom join_usage_mar", "language": "sql", "refs": [{"name": "fivetran_platform__mar_table_history", "package": null, "version": null}, {"name": "stg_fivetran_platform__credits_used", "package": null, "version": null}, {"name": "stg_fivetran_platform__usage_cost", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.type_numeric"], "nodes": ["model.fivetran_log.fivetran_platform__mar_table_history", "model.fivetran_log.stg_fivetran_platform__credits_used", "model.fivetran_log.stg_fivetran_platform__usage_cost"]}, "compiled_path": "target/compiled/fivetran_log/models/fivetran_platform__usage_mar_destination_history.sql", "compiled": true, "compiled_code": "with table_mar as (\n \n select *\n from \"postgres\".\"platform_testing_schema_fivetran_platform\".\"fivetran_platform__mar_table_history\"\n),\n\ncredits_used as (\n\n select *\n from \"postgres\".\"platform_testing_schema_fivetran_platform\".\"stg_fivetran_platform__credits_used\"\n),\n\nuseage_cost as (\n\n select *\n from \"postgres\".\"platform_testing_schema_fivetran_platform\".\"stg_fivetran_platform__usage_cost\"\n),\n\ndestination_mar as (\n\n select \n cast(measured_month as date) as measured_month,\n destination_id,\n destination_name,\n sum(free_monthly_active_rows) as free_monthly_active_rows,\n sum(paid_monthly_active_rows) as paid_monthly_active_rows,\n sum(total_monthly_active_rows) as total_monthly_active_rows\n from table_mar\n group by measured_month, destination_id, destination_name\n),\n\nusage as (\n\n select \n coalesce(credits_used.destination_id, useage_cost.destination_id) as destination_id,\n credits_used.credits_spent,\n useage_cost.dollars_spent,\n cast(concat(coalesce(credits_used.measured_month,useage_cost.measured_month), '-01') as date) as measured_month -- match date format to join with MAR table\n from credits_used\n full outer join useage_cost\n on useage_cost.measured_month = credits_used.measured_month\n and useage_cost.destination_id = credits_used.destination_id\n),\n\njoin_usage_mar as (\n\n select \n destination_mar.measured_month,\n destination_mar.destination_id,\n destination_mar.destination_name,\n usage.credits_spent,\n usage.dollars_spent,\n destination_mar.free_monthly_active_rows,\n destination_mar.paid_monthly_active_rows,\n destination_mar.total_monthly_active_rows,\n\n -- credit and usage mar calculations\n round( cast(nullif(usage.credits_spent,0) * 1000000.0 as numeric(28,6)) / cast(nullif(destination_mar.total_monthly_active_rows,0) as numeric(28,6)), 2) as credits_spent_per_million_mar,\n round( cast(nullif(destination_mar.total_monthly_active_rows,0) * 1.0 as numeric(28,6)) / cast(nullif(usage.credits_spent,0) as numeric(28,6)), 0) as mar_per_credit_spent,\n round( cast(nullif(usage.dollars_spent,0) * 1000000.0 as numeric(28,6)) / cast(nullif(destination_mar.total_monthly_active_rows,0) as numeric(28,6)), 2) as amount_spent_per_million_mar,\n round( cast(nullif(destination_mar.total_monthly_active_rows,0) * 1.0 as numeric(28,6)) / cast(nullif(usage.dollars_spent,0) as numeric(28,6)), 0) as mar_per_amount_spent\n from destination_mar \n left join usage \n on destination_mar.measured_month = cast(usage.measured_month as date)\n and destination_mar.destination_id = usage.destination_id\n)\n\nselect * \nfrom join_usage_mar", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.fivetran_log.fivetran_platform__audit_table": {"database": "postgres", "schema": "platform_testing_schema_fivetran_platform", "name": "fivetran_platform__audit_table", "resource_type": "model", "package_name": "fivetran_log", "path": "fivetran_platform__audit_table.sql", "original_file_path": "models/fivetran_platform__audit_table.sql", "unique_id": "model.fivetran_log.fivetran_platform__audit_table", "fqn": ["fivetran_log", "fivetran_platform__audit_table"], "alias": "fivetran_platform__audit_table", "checksum": {"name": "sha256", "checksum": "dc812b891b53aee76f1fa7cb072db36109ea2b163e28ff2cbc9a699e4a1d677b"}, "config": {"enabled": true, "alias": null, "schema": "fivetran_platform", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "incremental", "incremental_strategy": "delete+insert", "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": "unique_table_sync_key", "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected", "partition_by": ["sync_start_day"], "cluster_by": ["sync_start_day"], "file_format": "parquet"}, "tags": [], "description": "Table replacing the deprecated `fivetran_audit` table. For each table written to in a sync, captures timestamps and row quantities around table syncs. Each record represents a table being written to in a connector sync. Note: the quantities here will not match the deprecated `fivetran_audit` table completely, as `fivetran_audit` reported on pre-duplicated data loads.\n", "columns": {"unique_table_sync_key": {"name": "unique_table_sync_key", "description": "Primary key of this table, hashed on `schema_name`, `connector_id`, `destination_id`, `table_name`, and `unique_table_sync_key`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "connector_id": {"name": "connector_id", "description": "System generated unique ID of the connector.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "connector_name": {"name": "connector_name", "description": "Name of the connector.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "schema_name": {"name": "schema_name", "description": "Name of the schema. In cases when the schema is not provided the connector_name is used.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "table_name": {"name": "table_name", "description": "Name of the table being written to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "destination_id": {"name": "destination_id", "description": "Foreign key referencing the `destination` warehouse that the connector data is loaded into.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "destination_name": {"name": "destination_name", "description": "Name of the destination that the table is being written to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "write_to_table_start": {"name": "write_to_table_start", "description": "Timestamp of when Fivetran began to write to this table.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "write_to_table_end": {"name": "write_to_table_end", "description": "Timestamp of when Fivetran finished writing to this table.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "sync_start": {"name": "sync_start", "description": "Timestamp of when this connector-level sync began.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "sync_end": {"name": "sync_end", "description": "Timestamp of when this connector-level sync finished, if successful.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "sum_rows_replaced_or_inserted": {"name": "sum_rows_replaced_or_inserted", "description": "Sum of the rows replaced or inserted into this table during a sync.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "sum_rows_updated": {"name": "sum_rows_updated", "description": "Sum of the rows updated in this table during a sync.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "sum_rows_deleted": {"name": "sum_rows_deleted", "description": "Sum of the rows deleted from this table during a sync.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "sync_start_day": {"name": "sync_start_day", "description": "The `sync_start` field truncated to the `day`. This field is used for partitioning in Databricks while using the `insert_overwrite` incremental method.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "fivetran_log://models/fivetran_platform.yml", "build_path": null, "deferred": false, "unrendered_config": {"materialized": "incremental", "schema": "{{ 'sqlw_tests' if target.name == 'databricks-sql' else 'fivetran_platform' }}", "unique_key": "unique_table_sync_key", "partition_by": ["sync_start_day"], "cluster_by": ["sync_start_day"], "incremental_strategy": "delete+insert", "file_format": "parquet"}, "created_at": 1712667568.96273, "relation_name": "\"postgres\".\"platform_testing_schema_fivetran_platform\".\"fivetran_platform__audit_table\"", "raw_code": "{{ config(\n materialized='table' if is_databricks_sql_warehouse(target) else 'incremental',\n unique_key='unique_table_sync_key',\n partition_by={\n 'field': 'sync_start_day',\n 'data_type': 'date'\n } if target.type == 'bigquery' else ['sync_start_day'],\n cluster_by = ['sync_start_day'],\n incremental_strategy='insert_overwrite' if target.type in ('bigquery','spark', 'databricks') else 'delete+insert',\n file_format='delta' if is_databricks_sql_warehouse(target) else 'parquet'\n) }}\n\nwith sync_log as (\n \n select \n *,\n {{ fivetran_log.fivetran_log_json_parse(string='message_data', string_path=['table']) }} as table_name\n from {{ ref('stg_fivetran_platform__log') }}\n where event_subtype in ('sync_start', 'sync_end', 'write_to_table_start', 'write_to_table_end', 'records_modified')\n\n {% if is_incremental() %}\n\n and cast(created_at as date) > {{ fivetran_log.fivetran_log_lookback(from_date='max(sync_start_day)', interval=7) }}\n\n {% endif %}\n),\n\nconnector as (\n\n select *\n from {{ ref('fivetran_platform__connector_status') }}\n),\n\nadd_connector_info as (\n\n select \n sync_log.*,\n connector.connector_name,\n connector.destination_id,\n connector.destination_name\n from sync_log \n left join connector\n on connector.connector_id = sync_log.connector_id\n),\n\nsync_timestamps as (\n\n select\n connector_id,\n connector_name,\n table_name,\n event_subtype,\n destination_id,\n destination_name,\n created_at as write_to_table_start,\n min(case when event_subtype = 'write_to_table_end' then created_at else null end) \n over (partition by connector_id, table_name order by created_at ROWS between CURRENT ROW AND UNBOUNDED FOLLOWING) as write_to_table_end,\n\n max(case when event_subtype = 'sync_start' then created_at else null end) \n over (partition by connector_id order by created_at ROWS between UNBOUNDED PRECEDING and CURRENT ROW) as sync_start,\n\n min(case when event_subtype = 'sync_end' then created_at else null end) \n over (partition by connector_id order by created_at ROWS between CURRENT ROW AND UNBOUNDED FOLLOWING) as sync_end, -- coalesce with next_sync_start\n\n min(case when event_subtype = 'sync_start' then created_at else null end) \n over (partition by connector_id order by created_at ROWS between CURRENT ROW AND UNBOUNDED FOLLOWING) as next_sync_start\n from add_connector_info\n),\n\n-- this will be the base for every record in the final CTE\nlimit_to_table_starts as (\n\n select *\n from sync_timestamps \n where event_subtype = 'write_to_table_start'\n),\n\nrecords_modified_log as (\n\n select \n connector_id,\n created_at,\n {{ fivetran_log.fivetran_log_json_parse(string='message_data', string_path=['table']) }} as table_name,\n {{ fivetran_log.fivetran_log_json_parse(string='message_data', string_path=['schema']) }} as schema_name,\n {{ fivetran_log.fivetran_log_json_parse(string='message_data', string_path=['operationType']) }} as operation_type,\n cast ({{ fivetran_log.fivetran_log_json_parse(string='message_data', string_path=['count']) }} as {{ dbt.type_bigint() }}) as row_count\n from sync_log \n where event_subtype = 'records_modified'\n\n),\n\nsum_records_modified as (\n\n select\n limit_to_table_starts.connector_id,\n limit_to_table_starts.connector_name,\n coalesce(records_modified_log.schema_name, limit_to_table_starts.connector_name) as schema_name,\n limit_to_table_starts.table_name,\n limit_to_table_starts.destination_id,\n limit_to_table_starts.destination_name,\n limit_to_table_starts.write_to_table_start,\n limit_to_table_starts.write_to_table_end,\n limit_to_table_starts.sync_start,\n case when limit_to_table_starts.sync_end > limit_to_table_starts.next_sync_start then null else limit_to_table_starts.sync_end end as sync_end,\n sum(case when records_modified_log.operation_type = 'REPLACED_OR_INSERTED' then records_modified_log.row_count else 0 end) as sum_rows_replaced_or_inserted,\n sum(case when records_modified_log.operation_type = 'UPDATED' then records_modified_log.row_count else 0 end) as sum_rows_updated,\n sum(case when records_modified_log.operation_type = 'DELETED' then records_modified_log.row_count else 0 end) as sum_rows_deleted\n from limit_to_table_starts\n left join records_modified_log on \n limit_to_table_starts.connector_id = records_modified_log.connector_id\n and limit_to_table_starts.table_name = records_modified_log.table_name\n\n -- confine it to one sync\n and records_modified_log.created_at > limit_to_table_starts.sync_start \n and records_modified_log.created_at < coalesce(limit_to_table_starts.sync_end, limit_to_table_starts.next_sync_start) \n\n -- explicit group by needed for SQL Server\n group by \n limit_to_table_starts.connector_id,\n limit_to_table_starts.connector_name,\n coalesce(records_modified_log.schema_name, limit_to_table_starts.connector_name),\n limit_to_table_starts.table_name,\n limit_to_table_starts.destination_id,\n limit_to_table_starts.destination_name,\n limit_to_table_starts.write_to_table_start,\n limit_to_table_starts.write_to_table_end,\n limit_to_table_starts.sync_start,\n case when limit_to_table_starts.sync_end > limit_to_table_starts.next_sync_start then null else limit_to_table_starts.sync_end end\n),\n\nfinal as (\n\n select \n *,\n {{ dbt_utils.generate_surrogate_key(['schema_name','connector_id', 'destination_id', 'table_name', 'write_to_table_start']) }} as unique_table_sync_key, -- for incremental materialization \n cast({{ dbt.date_trunc('day', 'sync_start') }} as date) as sync_start_day -- for partitioning\n from sum_records_modified\n)\n\nselect *\nfrom final", "language": "sql", "refs": [{"name": "stg_fivetran_platform__log", "package": null, "version": null}, {"name": "fivetran_platform__connector_status", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.fivetran_log.is_databricks_sql_warehouse", "macro.fivetran_log.fivetran_log_json_parse", "macro.dbt.is_incremental", "macro.dbt.type_bigint", "macro.dbt_utils.generate_surrogate_key", "macro.dbt.date_trunc", "macro.fivetran_log.fivetran_log_lookback"], "nodes": ["model.fivetran_log.stg_fivetran_platform__log", "model.fivetran_log.fivetran_platform__connector_status"]}, "compiled_path": "target/compiled/fivetran_log/models/fivetran_platform__audit_table.sql", "compiled": true, "compiled_code": "\n\nwith sync_log as (\n \n select \n *,\n \n\n case when message_data ~ '^\\s*[\\{].*[\\}]?\\s*$' -- Postgres has no native json check, so this will check the string for indicators of a JSON object\n then message_data::json #>> '{table}'\n else null end\n\n as table_name\n from \"postgres\".\"platform_testing_schema_fivetran_platform\".\"stg_fivetran_platform__log\"\n where event_subtype in ('sync_start', 'sync_end', 'write_to_table_start', 'write_to_table_end', 'records_modified')\n\n \n\n and cast(created_at as date) > \n\n\n\n coalesce(\n (select \n\n max(sync_start_day) + ((interval '1 day') * (-7))\n\n \n from \"postgres\".\"platform_testing_schema_fivetran_platform\".\"fivetran_platform__audit_table\"), \n '2010-01-01'\n )\n\n\n\n \n),\n\nconnector as (\n\n select *\n from \"postgres\".\"platform_testing_schema_fivetran_platform\".\"fivetran_platform__connector_status\"\n),\n\nadd_connector_info as (\n\n select \n sync_log.*,\n connector.connector_name,\n connector.destination_id,\n connector.destination_name\n from sync_log \n left join connector\n on connector.connector_id = sync_log.connector_id\n),\n\nsync_timestamps as (\n\n select\n connector_id,\n connector_name,\n table_name,\n event_subtype,\n destination_id,\n destination_name,\n created_at as write_to_table_start,\n min(case when event_subtype = 'write_to_table_end' then created_at else null end) \n over (partition by connector_id, table_name order by created_at ROWS between CURRENT ROW AND UNBOUNDED FOLLOWING) as write_to_table_end,\n\n max(case when event_subtype = 'sync_start' then created_at else null end) \n over (partition by connector_id order by created_at ROWS between UNBOUNDED PRECEDING and CURRENT ROW) as sync_start,\n\n min(case when event_subtype = 'sync_end' then created_at else null end) \n over (partition by connector_id order by created_at ROWS between CURRENT ROW AND UNBOUNDED FOLLOWING) as sync_end, -- coalesce with next_sync_start\n\n min(case when event_subtype = 'sync_start' then created_at else null end) \n over (partition by connector_id order by created_at ROWS between CURRENT ROW AND UNBOUNDED FOLLOWING) as next_sync_start\n from add_connector_info\n),\n\n-- this will be the base for every record in the final CTE\nlimit_to_table_starts as (\n\n select *\n from sync_timestamps \n where event_subtype = 'write_to_table_start'\n),\n\nrecords_modified_log as (\n\n select \n connector_id,\n created_at,\n \n\n case when message_data ~ '^\\s*[\\{].*[\\}]?\\s*$' -- Postgres has no native json check, so this will check the string for indicators of a JSON object\n then message_data::json #>> '{table}'\n else null end\n\n as table_name,\n \n\n case when message_data ~ '^\\s*[\\{].*[\\}]?\\s*$' -- Postgres has no native json check, so this will check the string for indicators of a JSON object\n then message_data::json #>> '{schema}'\n else null end\n\n as schema_name,\n \n\n case when message_data ~ '^\\s*[\\{].*[\\}]?\\s*$' -- Postgres has no native json check, so this will check the string for indicators of a JSON object\n then message_data::json #>> '{operationType}'\n else null end\n\n as operation_type,\n cast (\n\n case when message_data ~ '^\\s*[\\{].*[\\}]?\\s*$' -- Postgres has no native json check, so this will check the string for indicators of a JSON object\n then message_data::json #>> '{count}'\n else null end\n\n as bigint) as row_count\n from sync_log \n where event_subtype = 'records_modified'\n\n),\n\nsum_records_modified as (\n\n select\n limit_to_table_starts.connector_id,\n limit_to_table_starts.connector_name,\n coalesce(records_modified_log.schema_name, limit_to_table_starts.connector_name) as schema_name,\n limit_to_table_starts.table_name,\n limit_to_table_starts.destination_id,\n limit_to_table_starts.destination_name,\n limit_to_table_starts.write_to_table_start,\n limit_to_table_starts.write_to_table_end,\n limit_to_table_starts.sync_start,\n case when limit_to_table_starts.sync_end > limit_to_table_starts.next_sync_start then null else limit_to_table_starts.sync_end end as sync_end,\n sum(case when records_modified_log.operation_type = 'REPLACED_OR_INSERTED' then records_modified_log.row_count else 0 end) as sum_rows_replaced_or_inserted,\n sum(case when records_modified_log.operation_type = 'UPDATED' then records_modified_log.row_count else 0 end) as sum_rows_updated,\n sum(case when records_modified_log.operation_type = 'DELETED' then records_modified_log.row_count else 0 end) as sum_rows_deleted\n from limit_to_table_starts\n left join records_modified_log on \n limit_to_table_starts.connector_id = records_modified_log.connector_id\n and limit_to_table_starts.table_name = records_modified_log.table_name\n\n -- confine it to one sync\n and records_modified_log.created_at > limit_to_table_starts.sync_start \n and records_modified_log.created_at < coalesce(limit_to_table_starts.sync_end, limit_to_table_starts.next_sync_start) \n\n -- explicit group by needed for SQL Server\n group by \n limit_to_table_starts.connector_id,\n limit_to_table_starts.connector_name,\n coalesce(records_modified_log.schema_name, limit_to_table_starts.connector_name),\n limit_to_table_starts.table_name,\n limit_to_table_starts.destination_id,\n limit_to_table_starts.destination_name,\n limit_to_table_starts.write_to_table_start,\n limit_to_table_starts.write_to_table_end,\n limit_to_table_starts.sync_start,\n case when limit_to_table_starts.sync_end > limit_to_table_starts.next_sync_start then null else limit_to_table_starts.sync_end end\n),\n\nfinal as (\n\n select \n *,\n md5(cast(coalesce(cast(schema_name as TEXT), '_dbt_utils_surrogate_key_null_') || '-' || coalesce(cast(connector_id as TEXT), '_dbt_utils_surrogate_key_null_') || '-' || coalesce(cast(destination_id as TEXT), '_dbt_utils_surrogate_key_null_') || '-' || coalesce(cast(table_name as TEXT), '_dbt_utils_surrogate_key_null_') || '-' || coalesce(cast(write_to_table_start as TEXT), '_dbt_utils_surrogate_key_null_') as TEXT)) as unique_table_sync_key, -- for incremental materialization \n cast(date_trunc('day', sync_start) as date) as sync_start_day -- for partitioning\n from sum_records_modified\n)\n\nselect *\nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.fivetran_log.fivetran_platform__mar_table_history": {"database": "postgres", "schema": "platform_testing_schema_fivetran_platform", "name": "fivetran_platform__mar_table_history", "resource_type": "model", "package_name": "fivetran_log", "path": "fivetran_platform__mar_table_history.sql", "original_file_path": "models/fivetran_platform__mar_table_history.sql", "unique_id": "model.fivetran_log.fivetran_platform__mar_table_history", "fqn": ["fivetran_log", "fivetran_platform__mar_table_history"], "alias": "fivetran_platform__mar_table_history", "checksum": {"name": "sha256", "checksum": "cdcc43a0c920b283bd3ab35c3cf5adc3320f0ca2ca839d7a2112482009eb6c50"}, "config": {"enabled": true, "alias": null, "schema": "fivetran_platform", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Table of each table's monthly active rows (MAR) for all connectors, destinations, and schemas, per month. Read more about how monthly active rows are defined and calculated [here](https://fivetran.com/docs/getting-started/consumption-based-pricing).\n", "columns": {"connector_name": {"name": "connector_name", "description": "Name of the connector loading this table.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "connector_id": {"name": "connector_id", "description": "System-generated uniqu ID of the connector loading this table.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "schema_name": {"name": "schema_name", "description": "Name of the schema in which the table lives.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "table_name": {"name": "table_name", "description": "Name of the table whose MAR was measured.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "destination_id": {"name": "destination_id", "description": "Foreign key referencing the `destination` warehouse that the connector data is loaded into.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "measured_month": {"name": "measured_month", "description": "The month (yyyy-mm-01) of the measurement.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "last_measured_at": {"name": "last_measured_at", "description": "Timestamp of when the last MAR measurement for the month was made.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "free_monthly_active_rows": {"name": "free_monthly_active_rows", "description": "The number of free active rows measured in the table for the month.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "paid_monthly_active_rows": {"name": "paid_monthly_active_rows", "description": "The number of paid active rows measured in the table for the month.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "total_monthly_active_rows": {"name": "total_monthly_active_rows", "description": "The total number of active rows measured in the table for the month.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "connector_type": {"name": "connector_type", "description": "The kind of connector (ie google sheets, webhooks).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "destination_name": {"name": "destination_name", "description": "Name of the destination as it appears in the UI.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "fivetran_log://models/fivetran_platform.yml", "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "{{ 'sqlw_tests' if target.name == 'databricks-sql' else 'fivetran_platform' }}"}, "created_at": 1712667568.95864, "relation_name": "\"postgres\".\"platform_testing_schema_fivetran_platform\".\"fivetran_platform__mar_table_history\"", "raw_code": "with incremental_mar as (\n\n select\n *,\n {{ dbt.date_trunc('month', 'measured_date') }} as measured_month\n\n from {{ ref('stg_fivetran_platform__incremental_mar') }}\n),\n\nconnector as (\n\n select *\n from {{ ref('stg_fivetran_platform__connector') }}\n),\n\ndestination as (\n\n select *\n from {{ ref('stg_fivetran_platform__destination') }}\n),\n\nordered_mar as (\n\n select\n connector_name,\n schema_name,\n table_name,\n destination_id,\n measured_month,\n max(measured_date) as last_measured_at,\n sum(incremental_rows) as incremental_rows,\n sum(coalesce(case when lower(free_type) = 'paid'\n then incremental_rows\n end, 0)) as paid_monthly_active_rows,\n sum(coalesce(case when lower(free_type) != 'paid'\n then incremental_rows\n end, 0)) as free_monthly_active_rows\n\n from incremental_mar\n group by connector_name, schema_name, table_name, destination_id, measured_month\n),\n\nlatest_mar as (\n select \n connector_name,\n schema_name,\n table_name,\n destination_id,\n measured_month,\n cast(last_measured_at as date) as last_measured_at,\n free_monthly_active_rows,\n paid_monthly_active_rows,\n (free_monthly_active_rows + paid_monthly_active_rows) as total_monthly_active_rows\n\n from ordered_mar\n),\n\nmar_join as (\n\n select\n latest_mar.*,\n connector.connector_type,\n connector.connector_id,\n destination.destination_name\n\n from latest_mar\n join connector\n on latest_mar.connector_name = connector.connector_name\n and latest_mar.destination_id = connector.destination_id\n join destination on latest_mar.destination_id = destination.destination_id\n)\n\nselect * from mar_join", "language": "sql", "refs": [{"name": "stg_fivetran_platform__incremental_mar", "package": null, "version": null}, {"name": "stg_fivetran_platform__connector", "package": null, "version": null}, {"name": "stg_fivetran_platform__destination", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.date_trunc"], "nodes": ["model.fivetran_log.stg_fivetran_platform__incremental_mar", "model.fivetran_log.stg_fivetran_platform__connector", "model.fivetran_log.stg_fivetran_platform__destination"]}, "compiled_path": "target/compiled/fivetran_log/models/fivetran_platform__mar_table_history.sql", "compiled": true, "compiled_code": "with incremental_mar as (\n\n select\n *,\n date_trunc('month', measured_date) as measured_month\n\n from \"postgres\".\"platform_testing_schema_fivetran_platform\".\"stg_fivetran_platform__incremental_mar\"\n),\n\nconnector as (\n\n select *\n from \"postgres\".\"platform_testing_schema_fivetran_platform\".\"stg_fivetran_platform__connector\"\n),\n\ndestination as (\n\n select *\n from \"postgres\".\"platform_testing_schema_fivetran_platform\".\"stg_fivetran_platform__destination\"\n),\n\nordered_mar as (\n\n select\n connector_name,\n schema_name,\n table_name,\n destination_id,\n measured_month,\n max(measured_date) as last_measured_at,\n sum(incremental_rows) as incremental_rows,\n sum(coalesce(case when lower(free_type) = 'paid'\n then incremental_rows\n end, 0)) as paid_monthly_active_rows,\n sum(coalesce(case when lower(free_type) != 'paid'\n then incremental_rows\n end, 0)) as free_monthly_active_rows\n\n from incremental_mar\n group by connector_name, schema_name, table_name, destination_id, measured_month\n),\n\nlatest_mar as (\n select \n connector_name,\n schema_name,\n table_name,\n destination_id,\n measured_month,\n cast(last_measured_at as date) as last_measured_at,\n free_monthly_active_rows,\n paid_monthly_active_rows,\n (free_monthly_active_rows + paid_monthly_active_rows) as total_monthly_active_rows\n\n from ordered_mar\n),\n\nmar_join as (\n\n select\n latest_mar.*,\n connector.connector_type,\n connector.connector_id,\n destination.destination_name\n\n from latest_mar\n join connector\n on latest_mar.connector_name = connector.connector_name\n and latest_mar.destination_id = connector.destination_id\n join destination on latest_mar.destination_id = destination.destination_id\n)\n\nselect * from mar_join", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.fivetran_log.stg_fivetran_platform__user": {"database": "postgres", "schema": "platform_testing_schema_fivetran_platform", "name": "stg_fivetran_platform__user", "resource_type": "model", "package_name": "fivetran_log", "path": "staging/stg_fivetran_platform__user.sql", "original_file_path": "models/staging/stg_fivetran_platform__user.sql", "unique_id": "model.fivetran_log.stg_fivetran_platform__user", "fqn": ["fivetran_log", "staging", "stg_fivetran_platform__user"], "alias": "stg_fivetran_platform__user", "checksum": {"name": "sha256", "checksum": "a061bd0449c3600b417d561bac0464e00be250488cdd3d266e3693aec4cee7b3"}, "config": {"enabled": true, "alias": null, "schema": "fivetran_platform", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Table of users given access to this Fivetran account.", "columns": {"user_id": {"name": "user_id", "description": "Unique ID of the user's account", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "created_at": {"name": "created_at", "description": "Timestamp of when the user was created.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "email": {"name": "email", "description": "Email associated with the user.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "has_disabled_email_notifications": {"name": "has_disabled_email_notifications", "description": "Boolean of whether they have disabled all email notifications.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "last_name": {"name": "last_name", "description": "User's last name.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "first_name": {"name": "first_name", "description": "User's first name.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "phone": {"name": "phone", "description": "Phone number associated with user.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "is_verified": {"name": "is_verified", "description": "Boolean that indicates whether the user has verified their email address in the account creation process.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "fivetran_log://models/staging/stg_fivetran_platform.yml", "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "{{ 'sqlw_tests' if target.name == 'databricks-sql' else 'fivetran_platform' }}", "enabled": true}, "created_at": 1712667569.083004, "relation_name": "\"postgres\".\"platform_testing_schema_fivetran_platform\".\"stg_fivetran_platform__user\"", "raw_code": "{{ config(enabled=var('fivetran_platform_using_user', True)) }}\n\nwith base as (\n\n select * \n from {{ var('user') }}\n),\n\nfields as (\n\n select\n id as user_id,\n cast(created_at as {{ dbt.type_timestamp() }}) as created_at,\n email,\n email_disabled as has_disabled_email_notifications,\n family_name as last_name,\n given_name as first_name,\n phone,\n verified as is_verified\n from base\n)\n\nselect * \nfrom fields", "language": "sql", "refs": [], "sources": [["fivetran_platform", "user"]], "metrics": [], "depends_on": {"macros": ["macro.dbt.type_timestamp"], "nodes": ["source.fivetran_log.fivetran_platform.user"]}, "compiled_path": "target/compiled/fivetran_log/models/staging/stg_fivetran_platform__user.sql", "compiled": true, "compiled_code": "\n\nwith base as (\n\n select * \n from \"postgres\".\"platform_testing_schema\".\"user\"\n),\n\nfields as (\n\n select\n id as user_id,\n cast(created_at as timestamp) as created_at,\n email,\n email_disabled as has_disabled_email_notifications,\n family_name as last_name,\n given_name as first_name,\n phone,\n verified as is_verified\n from base\n)\n\nselect * \nfrom fields", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.fivetran_log.stg_fivetran_platform__destination_membership": {"database": "postgres", "schema": "platform_testing_schema_fivetran_platform", "name": "stg_fivetran_platform__destination_membership", "resource_type": "model", "package_name": "fivetran_log", "path": "staging/stg_fivetran_platform__destination_membership.sql", "original_file_path": "models/staging/stg_fivetran_platform__destination_membership.sql", "unique_id": "model.fivetran_log.stg_fivetran_platform__destination_membership", "fqn": ["fivetran_log", "staging", "stg_fivetran_platform__destination_membership"], "alias": "stg_fivetran_platform__destination_membership", "checksum": {"name": "sha256", "checksum": "da8ba27410a264f15f17cd9fd774299fb5fc88fa2f07f898ead71aed3f7f91e8"}, "config": {"enabled": true, "alias": null, "schema": "fivetran_platform", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Table of the users given access to this destination.", "columns": {"destination_id": {"name": "destination_id", "description": "Foreign key referencing the ID of the `destination` that the user is amember of.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "user_id": {"name": "user_id", "description": "Foreign key referencing the ID of the `user` belonging to the destination.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "activated_at": {"name": "activated_at", "description": "Timestamp of when the user was activated in the destination.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "joined_at": {"name": "joined_at", "description": "Timestamp when the user was added to the destination.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "destination_role": {"name": "destination_role", "description": "The user's permissions for this individual destination.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "fivetran_log://models/staging/stg_fivetran_platform.yml", "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "{{ 'sqlw_tests' if target.name == 'databricks-sql' else 'fivetran_platform' }}", "enabled": true}, "created_at": 1712667569.082399, "relation_name": "\"postgres\".\"platform_testing_schema_fivetran_platform\".\"stg_fivetran_platform__destination_membership\"", "raw_code": "{{ config(enabled=var('fivetran_platform_using_destination_membership', True)) }}\n\nwith base as (\n \n select * from {{ var('destination_membership') }}\n),\n\nfields as (\n\n select\n destination_id,\n user_id,\n cast(activated_at as {{ dbt.type_timestamp() }}) as activated_at,\n cast(joined_at as {{ dbt.type_timestamp() }}) as joined_at,\n role as destination_role\n from base\n)\n\nselect * \nfrom fields", "language": "sql", "refs": [], "sources": [["fivetran_platform", "destination_membership"]], "metrics": [], "depends_on": {"macros": ["macro.dbt.type_timestamp"], "nodes": ["source.fivetran_log.fivetran_platform.destination_membership"]}, "compiled_path": "target/compiled/fivetran_log/models/staging/stg_fivetran_platform__destination_membership.sql", "compiled": true, "compiled_code": "\n\nwith base as (\n \n select * from \"postgres\".\"platform_testing_schema\".\"destination_membership\"\n),\n\nfields as (\n\n select\n destination_id,\n user_id,\n cast(activated_at as timestamp) as activated_at,\n cast(joined_at as timestamp) as joined_at,\n role as destination_role\n from base\n)\n\nselect * \nfrom fields", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.fivetran_log.stg_fivetran_platform__credits_used": {"database": "postgres", "schema": "platform_testing_schema_fivetran_platform", "name": "stg_fivetran_platform__credits_used", "resource_type": "model", "package_name": "fivetran_log", "path": "staging/stg_fivetran_platform__credits_used.sql", "original_file_path": "models/staging/stg_fivetran_platform__credits_used.sql", "unique_id": "model.fivetran_log.stg_fivetran_platform__credits_used", "fqn": ["fivetran_log", "staging", "stg_fivetran_platform__credits_used"], "alias": "stg_fivetran_platform__credits_used", "checksum": {"name": "sha256", "checksum": "76bbc964506c87623db1834b7ba8909b841c7abfefa04b790651a9a54eecf4d4"}, "config": {"enabled": true, "alias": null, "schema": "fivetran_platform", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Table of the credits used by the customer per month for each destination.", "columns": {"destination_id": {"name": "destination_id", "description": "Foreign key referencing the `destination` warehouse that was used.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "measured_month": {"name": "measured_month", "description": "The month (yyyy-mm) of the usage activity.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "credits_spent": {"name": "credits_spent", "description": "The total credits used by the destination for the given month.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "fivetran_log://models/staging/stg_fivetran_platform.yml", "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "{{ 'sqlw_tests' if target.name == 'databricks-sql' else 'fivetran_platform' }}"}, "created_at": 1712667569.080607, "relation_name": "\"postgres\".\"platform_testing_schema_fivetran_platform\".\"stg_fivetran_platform__credits_used\"", "raw_code": "{% if var('fivetran_platform__credits_pricing', does_table_exist('credits_used')) %}\n\nwith base as (\n\n select * \n from {{ var('credits_used') }}\n),\n\nfields as (\n \n select \n destination_id,\n measured_month,\n credits_consumed as credits_spent\n from base\n)\n\nselect * \nfrom fields\n\n{% else %}\n\nselect\n {% if target.type in ('sqlserver') %}\n top 0\n {% endif %}\n\n cast(null as {{ dbt.type_string() }}) as destination_id,\n cast(null as {{ dbt.type_string() }}) as measured_month,\n cast(null as {{ dbt.type_int() }}) as credits_spent\n\n {% if target.type not in ('sqlserver') %}\n limit 0\n {% endif %}\n\n{% endif %}", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.fivetran_log.does_table_exist", "macro.dbt.type_string", "macro.dbt.type_int"], "nodes": []}, "compiled_path": "target/compiled/fivetran_log/models/staging/stg_fivetran_platform__credits_used.sql", "compiled": true, "compiled_code": "\n\nwith base as (\n\n select * \n from \"postgres\".\"platform_testing_schema\".\"credits_used\"\n),\n\nfields as (\n \n select \n destination_id,\n measured_month,\n credits_consumed as credits_spent\n from base\n)\n\nselect * \nfrom fields\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.fivetran_log.stg_fivetran_platform__usage_cost": {"database": "postgres", "schema": "platform_testing_schema_fivetran_platform", "name": "stg_fivetran_platform__usage_cost", "resource_type": "model", "package_name": "fivetran_log", "path": "staging/stg_fivetran_platform__usage_cost.sql", "original_file_path": "models/staging/stg_fivetran_platform__usage_cost.sql", "unique_id": "model.fivetran_log.stg_fivetran_platform__usage_cost", "fqn": ["fivetran_log", "staging", "stg_fivetran_platform__usage_cost"], "alias": "stg_fivetran_platform__usage_cost", "checksum": {"name": "sha256", "checksum": "60dd0cb54fa4b2d9b73a98bd13429766162460d53dc88dd45474c35e2fe8d54d"}, "config": {"enabled": true, "alias": null, "schema": "fivetran_platform", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Table of the amount spent by the customer per month for each destination. Amount is represented in USD.", "columns": {"destination_id": {"name": "destination_id", "description": "Foreign key referencing the `destination` warehouse that was used.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "measured_month": {"name": "measured_month", "description": "The month (yyyy-mm) of the usage activity.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "dollars_spent": {"name": "dollars_spent", "description": "The total amount spent by the destination for the given month.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "fivetran_log://models/staging/stg_fivetran_platform.yml", "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "{{ 'sqlw_tests' if target.name == 'databricks-sql' else 'fivetran_platform' }}"}, "created_at": 1712667569.080896, "relation_name": "\"postgres\".\"platform_testing_schema_fivetran_platform\".\"stg_fivetran_platform__usage_cost\"", "raw_code": "{% if var('fivetran_platform__usage_pricing', does_table_exist('usage_cost')) %}\nwith base as (\n\n select * \n from {{ var('usage_cost') }}\n),\n\nfields as (\n \n select \n destination_id,\n measured_month,\n amount as dollars_spent\n from base\n)\n\nselect * \nfrom fields\n\n{% else %}\n\nselect\n \n {% if target.type in ('sqlserver') %}\n top 0\n {% endif %}\n\n cast(null as {{ dbt.type_string() }}) as destination_id,\n cast(null as {{ dbt.type_string() }}) as measured_month,\n cast(null as {{ dbt.type_int() }}) as dollars_spent\n\n {% if target.type not in ('sqlserver') %}\n limit 0\n {% endif %}\n\n{% endif %}", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.fivetran_log.does_table_exist", "macro.dbt.type_string", "macro.dbt.type_int"], "nodes": []}, "compiled_path": "target/compiled/fivetran_log/models/staging/stg_fivetran_platform__usage_cost.sql", "compiled": true, "compiled_code": "\nwith base as (\n\n select * \n from \"postgres\".\"platform_testing_schema\".\"usage_cost\"\n),\n\nfields as (\n \n select \n destination_id,\n measured_month,\n amount as dollars_spent\n from base\n)\n\nselect * \nfrom fields\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.fivetran_log.stg_fivetran_platform__destination": {"database": "postgres", "schema": "platform_testing_schema_fivetran_platform", "name": "stg_fivetran_platform__destination", "resource_type": "model", "package_name": "fivetran_log", "path": "staging/stg_fivetran_platform__destination.sql", "original_file_path": "models/staging/stg_fivetran_platform__destination.sql", "unique_id": "model.fivetran_log.stg_fivetran_platform__destination", "fqn": ["fivetran_log", "staging", "stg_fivetran_platform__destination"], "alias": "stg_fivetran_platform__destination", "checksum": {"name": "sha256", "checksum": "59e204b797ea6e878de36084e5d3bede69c4f652a31ba542528434ae07ea29c8"}, "config": {"enabled": true, "alias": null, "schema": "fivetran_platform", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Table of the destinations that have data loaded into them. For each declared source, there will be just one record.", "columns": {"destination_id": {"name": "destination_id", "description": "Unique ID of the destination warehouse", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_id": {"name": "account_id", "description": "Foreign key referencing the fivetran `account` associated with the destination.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "created_at": {"name": "created_at", "description": "Timestamp of when the destination was set up.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "destination_name": {"name": "destination_name", "description": "Name of the destination warehouse.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "region": {"name": "region", "description": "Geographical region of the destination.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "fivetran_log://models/staging/stg_fivetran_platform.yml", "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "{{ 'sqlw_tests' if target.name == 'databricks-sql' else 'fivetran_platform' }}"}, "created_at": 1712667569.081225, "relation_name": "\"postgres\".\"platform_testing_schema_fivetran_platform\".\"stg_fivetran_platform__destination\"", "raw_code": "with base as (\n\n select * \n from {{ var('destination') }}\n),\n\nfields as (\n\n select\n id as destination_id,\n account_id,\n cast(created_at as {{ dbt.type_timestamp() }}) as created_at,\n name as destination_name,\n region\n from base\n)\n\nselect * \nfrom fields", "language": "sql", "refs": [], "sources": [["fivetran_platform", "destination"]], "metrics": [], "depends_on": {"macros": ["macro.dbt.type_timestamp"], "nodes": ["source.fivetran_log.fivetran_platform.destination"]}, "compiled_path": "target/compiled/fivetran_log/models/staging/stg_fivetran_platform__destination.sql", "compiled": true, "compiled_code": "with base as (\n\n select * \n from \"postgres\".\"platform_testing_schema\".\"destination\"\n),\n\nfields as (\n\n select\n id as destination_id,\n account_id,\n cast(created_at as timestamp) as created_at,\n name as destination_name,\n region\n from base\n)\n\nselect * \nfrom fields", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.fivetran_log.stg_fivetran_platform__log": {"database": "postgres", "schema": "platform_testing_schema_fivetran_platform", "name": "stg_fivetran_platform__log", "resource_type": "model", "package_name": "fivetran_log", "path": "staging/stg_fivetran_platform__log.sql", "original_file_path": "models/staging/stg_fivetran_platform__log.sql", "unique_id": "model.fivetran_log.stg_fivetran_platform__log", "fqn": ["fivetran_log", "staging", "stg_fivetran_platform__log"], "alias": "stg_fivetran_platform__log", "checksum": {"name": "sha256", "checksum": "3d7152127b8635b875e7bba19eeca061435b6c0550540fed56cd174a4b3dbd24"}, "config": {"enabled": true, "alias": null, "schema": "fivetran_platform", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Table of logged events related to data syncs. More info on error logs [here](https://fivetran.com/docs/logs/fivetran-log#errorlogs)\n", "columns": {"log_id": {"name": "log_id", "description": "Unique ID of the log record.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "sync_id": {"name": "sync_id", "description": "Identifies which sync the event is associated with.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "created_at": {"name": "created_at", "description": "Timestamp of when the event was logged.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "connector_id": {"name": "connector_id", "description": "The name of the `connector` that the logged event pertains to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "event_type": {"name": "event_type", "description": "The umbrella event type. Events can be classified as a warning, an error, or just an information log.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "message_data": {"name": "message_data", "description": "The details of the event in JSON format.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "event_subtype": {"name": "event_subtype", "description": "The routine involved in the log, defined [here](https://fivetran.com/docs/logs#logevents).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "transformation_id": {"name": "transformation_id", "description": "Foreign key referencing the `transformation` if the event refers to a transformation run.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "fivetran_log://models/staging/stg_fivetran_platform.yml", "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "{{ 'sqlw_tests' if target.name == 'databricks-sql' else 'fivetran_platform' }}"}, "created_at": 1712667569.081656, "relation_name": "\"postgres\".\"platform_testing_schema_fivetran_platform\".\"stg_fivetran_platform__log\"", "raw_code": "with base as (\n\n select * \n from {{ ref('stg_fivetran_platform__log_tmp') }}\n),\n\nfields as (\n select\n {{\n fivetran_utils.fill_staging_columns(\n source_columns=adapter.get_columns_in_relation(ref('stg_fivetran_platform__log_tmp')),\n staging_columns=get_log_columns()\n )\n }}\n from base\n),\n\nfinal as (\n\n select\n id as log_id, \n sync_id,\n cast(time_stamp as {{ dbt.type_timestamp() }}) as created_at,\n connector_id, -- Note: the connector_id column used to erroneously equal the connector_name, NOT its id.\n case when transformation_id is not null and event is null then 'TRANSFORMATION'\n else event end as event_type, \n message_data,\n case \n when transformation_id is not null and message_data like '%has succeeded%' then 'transformation run success'\n when transformation_id is not null and message_data like '%has failed%' then 'transformation run failed'\n else message_event end as event_subtype,\n transformation_id\n from fields\n)\n\nselect * \nfrom final", "language": "sql", "refs": [{"name": "stg_fivetran_platform__log_tmp", "package": null, "version": null}, {"name": "stg_fivetran_platform__log_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.fivetran_log.get_log_columns", "macro.fivetran_utils.fill_staging_columns", "macro.dbt.type_timestamp"], "nodes": ["model.fivetran_log.stg_fivetran_platform__log_tmp"]}, "compiled_path": "target/compiled/fivetran_log/models/staging/stg_fivetran_platform__log.sql", "compiled": true, "compiled_code": "with base as (\n\n select * \n from \"postgres\".\"platform_testing_schema_fivetran_platform\".\"stg_fivetran_platform__log_tmp\"\n),\n\nfields as (\n select\n \n \n \n _fivetran_synced\n \n as \n \n _fivetran_synced\n \n, \n \n \n connector_id\n \n as \n \n connector_id\n \n, \n \n \n event\n \n as \n \n event\n \n, \n \n \n id\n \n as \n \n id\n \n, \n \n \n message_data\n \n as \n \n message_data\n \n, \n \n \n message_event\n \n as \n \n message_event\n \n, \n \n \n sync_id\n \n as \n \n sync_id\n \n, \n \n \n time_stamp\n \n as \n \n time_stamp\n \n, \n \n \n transformation_id\n \n as \n \n transformation_id\n \n\n\n\n from base\n),\n\nfinal as (\n\n select\n id as log_id, \n sync_id,\n cast(time_stamp as timestamp) as created_at,\n connector_id, -- Note: the connector_id column used to erroneously equal the connector_name, NOT its id.\n case when transformation_id is not null and event is null then 'TRANSFORMATION'\n else event end as event_type, \n message_data,\n case \n when transformation_id is not null and message_data like '%has succeeded%' then 'transformation run success'\n when transformation_id is not null and message_data like '%has failed%' then 'transformation run failed'\n else message_event end as event_subtype,\n transformation_id\n from fields\n)\n\nselect * \nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.fivetran_log.stg_fivetran_platform__incremental_mar": {"database": "postgres", "schema": "platform_testing_schema_fivetran_platform", "name": "stg_fivetran_platform__incremental_mar", "resource_type": "model", "package_name": "fivetran_log", "path": "staging/stg_fivetran_platform__incremental_mar.sql", "original_file_path": "models/staging/stg_fivetran_platform__incremental_mar.sql", "unique_id": "model.fivetran_log.stg_fivetran_platform__incremental_mar", "fqn": ["fivetran_log", "staging", "stg_fivetran_platform__incremental_mar"], "alias": "stg_fivetran_platform__incremental_mar", "checksum": {"name": "sha256", "checksum": "e9d206751314e30b94366c9d94ed110146767669605db72745ff1807226304f0"}, "config": {"enabled": true, "alias": null, "schema": "fivetran_platform", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Table of **monthly active row (MAR)** measurements made by table per date. Each measurement is calculated cumulatively for the month and includes all types of mar (paid, free, etc.)\n", "columns": {"connector_name": {"name": "connector_name", "description": "The *name* of the connector being measured. Note - this is erroneously named and will be fixed soon by Fivetran.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "destination_id": {"name": "destination_id", "description": "Foreign key referencing the `destination` whose table is being measured.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "free_type": {"name": "free_type", "description": "If it is free MAR, the value indicates the type of free MAR. For paid MAR, the value is `PAID`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "measured_date": {"name": "measured_date", "description": "Timestamp of when the MAR measurement was made.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "incremental_rows": {"name": "incremental_rows", "description": "The number of new distinct primary keys on the current day synced for the connector.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "sync_type": {"name": "sync_type", "description": "This defines whether the sync for which MAR calculated is HISTORICAL or INCREMENTAL. Currently, the available value is UNKNOWN.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "schema_name": {"name": "schema_name", "description": "The name of the connector's schema that houses the measured table.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "table_name": {"name": "table_name", "description": "The name of the table whose MAR was measured.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "updated_at": {"name": "updated_at", "description": "Timestamp of when the record was last updated.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_fivetran_synced": {"name": "_fivetran_synced", "description": "Timestamp of when the record was last synced.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "fivetran_log://models/staging/stg_fivetran_platform.yml", "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "{{ 'sqlw_tests' if target.name == 'databricks-sql' else 'fivetran_platform' }}"}, "created_at": 1712667569.079625, "relation_name": "\"postgres\".\"platform_testing_schema_fivetran_platform\".\"stg_fivetran_platform__incremental_mar\"", "raw_code": "with base as (\n\n select * \n from {{ var('incremental_mar') }}\n),\n\nfields as (\n\n select\n connector_id as connector_name,\n destination_id,\n free_type,\n cast(measured_date as {{ dbt.type_timestamp() }}) as measured_date,\n schema_name,\n sync_type,\n table_name,\n updated_at,\n _fivetran_synced,\n incremental_rows\n from base\n)\n\nselect * \nfrom fields", "language": "sql", "refs": [], "sources": [["fivetran_platform", "incremental_mar"]], "metrics": [], "depends_on": {"macros": ["macro.dbt.type_timestamp"], "nodes": ["source.fivetran_log.fivetran_platform.incremental_mar"]}, "compiled_path": "target/compiled/fivetran_log/models/staging/stg_fivetran_platform__incremental_mar.sql", "compiled": true, "compiled_code": "with base as (\n\n select * \n from \"postgres\".\"platform_testing_schema\".\"incremental_mar\"\n),\n\nfields as (\n\n select\n connector_id as connector_name,\n destination_id,\n free_type,\n cast(measured_date as timestamp) as measured_date,\n schema_name,\n sync_type,\n table_name,\n updated_at,\n _fivetran_synced,\n incremental_rows\n from base\n)\n\nselect * \nfrom fields", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.fivetran_log.stg_fivetran_platform__connector": {"database": "postgres", "schema": "platform_testing_schema_fivetran_platform", "name": "stg_fivetran_platform__connector", "resource_type": "model", "package_name": "fivetran_log", "path": "staging/stg_fivetran_platform__connector.sql", "original_file_path": "models/staging/stg_fivetran_platform__connector.sql", "unique_id": "model.fivetran_log.stg_fivetran_platform__connector", "fqn": ["fivetran_log", "staging", "stg_fivetran_platform__connector"], "alias": "stg_fivetran_platform__connector", "checksum": {"name": "sha256", "checksum": "e9798eb5f0774d87225c5d5036c233b69fa5f8bdb2244530b77b90259cefcb3c"}, "config": {"enabled": true, "alias": null, "schema": "fivetran_platform", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Table of all connectors loading data into warehouses. Note that deleted connectors are not removed, but can be identified by having an older _fivetran_synced field relative to other connectors.\n", "columns": {"connector_id": {"name": "connector_id", "description": "System generated destination-unique ID of the connector.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "connecting_user_id": {"name": "connecting_user_id", "description": "Foreign key referencing the `user` who set up the connection.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "connector_name": {"name": "connector_name", "description": "Individual name of the connector. Note that this could be different from the `incremental_mar.schema_name`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "connector_type": {"name": "connector_type", "description": "The kind of connector (ie google sheets, webhooks).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "destination_id": {"name": "destination_id", "description": "Foreign key referencing the `destination` warehouse that the connector data is loaded into.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "is_paused": {"name": "is_paused", "description": "Boolean that is true if the connector's sync is currently paused.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "set_up_at": {"name": "set_up_at", "description": "Timestamp of when the connection was set up.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "is_deleted": {"name": "is_deleted", "description": "Boolean that is true if the connector has been deleted.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "fivetran_log://models/staging/stg_fivetran_platform.yml", "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "{{ 'sqlw_tests' if target.name == 'databricks-sql' else 'fivetran_platform' }}"}, "created_at": 1712667569.0803158, "relation_name": "\"postgres\".\"platform_testing_schema_fivetran_platform\".\"stg_fivetran_platform__connector\"", "raw_code": "with base as (\n\n select * \n from {{ ref('stg_fivetran_platform__connector_tmp') }}\n),\n\nfields as (\n select\n {{\n fivetran_utils.fill_staging_columns(\n source_columns=adapter.get_columns_in_relation(ref('stg_fivetran_platform__connector_tmp')),\n staging_columns=get_connector_columns()\n )\n }}\n ,row_number() over ( partition by connector_name, destination_id order by _fivetran_synced desc ) as nth_last_record\n from base\n),\n\nfinal as (\n\n select \n connector_id,\n connector_name,\n coalesce(connector_type_id, connector_type) as connector_type,\n destination_id,\n connecting_user_id,\n paused as is_paused,\n signed_up as set_up_at,\n coalesce(_fivetran_deleted,{{ ' 0 ' if target.type == 'sqlserver' else ' false'}}) as is_deleted\n from fields\n\n -- Only look at the most recent one\n where nth_last_record = 1\n)\n\nselect * \nfrom final", "language": "sql", "refs": [{"name": "stg_fivetran_platform__connector_tmp", "package": null, "version": null}, {"name": "stg_fivetran_platform__connector_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.fivetran_log.get_connector_columns", "macro.fivetran_utils.fill_staging_columns"], "nodes": ["model.fivetran_log.stg_fivetran_platform__connector_tmp"]}, "compiled_path": "target/compiled/fivetran_log/models/staging/stg_fivetran_platform__connector.sql", "compiled": true, "compiled_code": "with base as (\n\n select * \n from \"postgres\".\"platform_testing_schema_fivetran_platform\".\"stg_fivetran_platform__connector_tmp\"\n),\n\nfields as (\n select\n \n \n \n _fivetran_deleted\n \n as \n \n _fivetran_deleted\n \n, \n \n \n _fivetran_synced\n \n as \n \n _fivetran_synced\n \n, \n \n \n connecting_user_id\n \n as \n \n connecting_user_id\n \n, \n \n \n connector_id\n \n as \n \n connector_id\n \n, \n \n \n connector_name\n \n as \n \n connector_name\n \n, \n \n \n connector_type\n \n as \n \n connector_type\n \n, \n cast(null as TEXT) as \n \n connector_type_id\n \n , \n \n \n destination_id\n \n as \n \n destination_id\n \n, \n \n \n paused\n \n as \n \n paused\n \n, \n cast(null as integer) as \n \n service_version\n \n , \n \n \n signed_up\n \n as \n \n signed_up\n \n\n\n\n ,row_number() over ( partition by connector_name, destination_id order by _fivetran_synced desc ) as nth_last_record\n from base\n),\n\nfinal as (\n\n select \n connector_id,\n connector_name,\n coalesce(connector_type_id, connector_type) as connector_type,\n destination_id,\n connecting_user_id,\n paused as is_paused,\n signed_up as set_up_at,\n coalesce(_fivetran_deleted, false) as is_deleted\n from fields\n\n -- Only look at the most recent one\n where nth_last_record = 1\n)\n\nselect * \nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.fivetran_log.stg_fivetran_platform__account": {"database": "postgres", "schema": "platform_testing_schema_fivetran_platform", "name": "stg_fivetran_platform__account", "resource_type": "model", "package_name": "fivetran_log", "path": "staging/stg_fivetran_platform__account.sql", "original_file_path": "models/staging/stg_fivetran_platform__account.sql", "unique_id": "model.fivetran_log.stg_fivetran_platform__account", "fqn": ["fivetran_log", "staging", "stg_fivetran_platform__account"], "alias": "stg_fivetran_platform__account", "checksum": {"name": "sha256", "checksum": "877d7ad3b526b29b2806da63bbb80eceaab46ac8b530a132361bb0c2ab74a20a"}, "config": {"enabled": true, "alias": null, "schema": "fivetran_platform", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Table of information on this Fivetran account.", "columns": {"account_id": {"name": "account_id", "description": "Unique ID of the account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "country": {"name": "country", "description": "Country of the account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "created_at": {"name": "created_at", "description": "Timestamp of when the account was created.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_name": {"name": "account_name", "description": "Name of the Fivetran account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "status": {"name": "status", "description": "Status of the Fivetran account (ie trial, frozen).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "fivetran_log://models/staging/stg_fivetran_platform.yml", "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "{{ 'sqlw_tests' if target.name == 'databricks-sql' else 'fivetran_platform' }}"}, "created_at": 1712667569.082099, "relation_name": "\"postgres\".\"platform_testing_schema_fivetran_platform\".\"stg_fivetran_platform__account\"", "raw_code": "with base as (\n \n select * \n from {{ var('account') }}\n),\n\nfields as (\n\n select\n id as account_id,\n country,\n cast(created_at as {{ dbt.type_timestamp() }}) as created_at,\n name as account_name,\n status\n from base\n)\n\nselect * \nfrom fields", "language": "sql", "refs": [], "sources": [["fivetran_platform", "account"]], "metrics": [], "depends_on": {"macros": ["macro.dbt.type_timestamp"], "nodes": ["source.fivetran_log.fivetran_platform.account"]}, "compiled_path": "target/compiled/fivetran_log/models/staging/stg_fivetran_platform__account.sql", "compiled": true, "compiled_code": "with base as (\n \n select * \n from \"postgres\".\"platform_testing_schema\".\"account\"\n),\n\nfields as (\n\n select\n id as account_id,\n country,\n cast(created_at as timestamp) as created_at,\n name as account_name,\n status\n from base\n)\n\nselect * \nfrom fields", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.fivetran_log.stg_fivetran_platform__connector_tmp": {"database": "postgres", "schema": "platform_testing_schema_fivetran_platform", "name": "stg_fivetran_platform__connector_tmp", "resource_type": "model", "package_name": "fivetran_log", "path": "staging/tmp/stg_fivetran_platform__connector_tmp.sql", "original_file_path": "models/staging/tmp/stg_fivetran_platform__connector_tmp.sql", "unique_id": "model.fivetran_log.stg_fivetran_platform__connector_tmp", "fqn": ["fivetran_log", "staging", "tmp", "stg_fivetran_platform__connector_tmp"], "alias": "stg_fivetran_platform__connector_tmp", "checksum": {"name": "sha256", "checksum": "37733092912c2e3514778a0a8826e3c673dc46b5202e6319f1f193da6e453a9e"}, "config": {"enabled": true, "alias": null, "schema": "fivetran_platform", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "view", "schema": "{{ 'sqlw_tests' if target.name == 'databricks-sql' else 'fivetran_platform' }}"}, "created_at": 1712667568.909487, "relation_name": "\"postgres\".\"platform_testing_schema_fivetran_platform\".\"stg_fivetran_platform__connector_tmp\"", "raw_code": "select *\nfrom {{ var('connector') }}", "language": "sql", "refs": [], "sources": [["fivetran_platform", "connector"]], "metrics": [], "depends_on": {"macros": [], "nodes": ["source.fivetran_log.fivetran_platform.connector"]}, "compiled_path": "target/compiled/fivetran_log/models/staging/tmp/stg_fivetran_platform__connector_tmp.sql", "compiled": true, "compiled_code": "select *\nfrom \"postgres\".\"platform_testing_schema\".\"connector\"", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.fivetran_log.stg_fivetran_platform__log_tmp": {"database": "postgres", "schema": "platform_testing_schema_fivetran_platform", "name": "stg_fivetran_platform__log_tmp", "resource_type": "model", "package_name": "fivetran_log", "path": "staging/tmp/stg_fivetran_platform__log_tmp.sql", "original_file_path": "models/staging/tmp/stg_fivetran_platform__log_tmp.sql", "unique_id": "model.fivetran_log.stg_fivetran_platform__log_tmp", "fqn": ["fivetran_log", "staging", "tmp", "stg_fivetran_platform__log_tmp"], "alias": "stg_fivetran_platform__log_tmp", "checksum": {"name": "sha256", "checksum": "9e05b5b47bbe8eb4004c8113700379a9432e90318d78d548db6f933fd549ed1b"}, "config": {"enabled": true, "alias": null, "schema": "fivetran_platform", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "view", "schema": "{{ 'sqlw_tests' if target.name == 'databricks-sql' else 'fivetran_platform' }}"}, "created_at": 1712667568.9149399, "relation_name": "\"postgres\".\"platform_testing_schema_fivetran_platform\".\"stg_fivetran_platform__log_tmp\"", "raw_code": "select *\nfrom {{ var('log') }}", "language": "sql", "refs": [], "sources": [["fivetran_platform", "log"]], "metrics": [], "depends_on": {"macros": [], "nodes": ["source.fivetran_log.fivetran_platform.log"]}, "compiled_path": "target/compiled/fivetran_log/models/staging/tmp/stg_fivetran_platform__log_tmp.sql", "compiled": true, "compiled_code": "select *\nfrom \"postgres\".\"platform_testing_schema\".\"log\"", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "test.fivetran_log.dbt_utils_unique_combination_of_columns_fivetran_platform__connector_status_connector_id__destination_id.1d83a6dd89": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["connector_id", "destination_id"], "model": "{{ get_where_subquery(ref('fivetran_platform__connector_status')) }}"}, "namespace": "dbt_utils"}, "database": "postgres", "schema": "platform_testing_schema_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_fivetran_platform__connector_status_connector_id__destination_id", "resource_type": "test", "package_name": "fivetran_log", "path": "dbt_utils_unique_combination_o_9c256f55ad3a377c96e1dd3e7937ee43.sql", "original_file_path": "models/fivetran_platform.yml", "unique_id": "test.fivetran_log.dbt_utils_unique_combination_of_columns_fivetran_platform__connector_status_connector_id__destination_id.1d83a6dd89", "fqn": ["fivetran_log", "dbt_utils_unique_combination_of_columns_fivetran_platform__connector_status_connector_id__destination_id"], "alias": "dbt_utils_unique_combination_o_9c256f55ad3a377c96e1dd3e7937ee43", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_9c256f55ad3a377c96e1dd3e7937ee43", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_9c256f55ad3a377c96e1dd3e7937ee43"}, "created_at": 1712667569.0093281, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_9c256f55ad3a377c96e1dd3e7937ee43\") }}", "language": "sql", "refs": [{"name": "fivetran_platform__connector_status", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.fivetran_log.fivetran_platform__connector_status"]}, "compiled_path": "target/compiled/fivetran_log/models/fivetran_platform.yml/dbt_utils_unique_combination_o_9c256f55ad3a377c96e1dd3e7937ee43.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n connector_id, destination_id\n from \"postgres\".\"platform_testing_schema_fivetran_platform\".\"fivetran_platform__connector_status\"\n group by connector_id, destination_id\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.fivetran_platform__connector_status", "attached_node": "model.fivetran_log.fivetran_platform__connector_status"}, "test.fivetran_log.dbt_utils_unique_combination_of_columns_fivetran_platform__mar_table_history_connector_id__destination_id__schema_name__table_name__measured_month.b7babb1441": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["connector_id", "destination_id", "schema_name", "table_name", "measured_month"], "model": "{{ get_where_subquery(ref('fivetran_platform__mar_table_history')) }}"}, "namespace": "dbt_utils"}, "database": "postgres", "schema": "platform_testing_schema_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_fivetran_platform__mar_table_history_connector_id__destination_id__schema_name__table_name__measured_month", "resource_type": "test", "package_name": "fivetran_log", "path": "dbt_utils_unique_combination_o_f0f14399f5c8529316783469547415e8.sql", "original_file_path": "models/fivetran_platform.yml", "unique_id": "test.fivetran_log.dbt_utils_unique_combination_of_columns_fivetran_platform__mar_table_history_connector_id__destination_id__schema_name__table_name__measured_month.b7babb1441", "fqn": ["fivetran_log", "dbt_utils_unique_combination_of_columns_fivetran_platform__mar_table_history_connector_id__destination_id__schema_name__table_name__measured_month"], "alias": "dbt_utils_unique_combination_o_f0f14399f5c8529316783469547415e8", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_f0f14399f5c8529316783469547415e8", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_f0f14399f5c8529316783469547415e8"}, "created_at": 1712667569.0166771, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_f0f14399f5c8529316783469547415e8\") }}", "language": "sql", "refs": [{"name": "fivetran_platform__mar_table_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.fivetran_log.fivetran_platform__mar_table_history"]}, "compiled_path": "target/compiled/fivetran_log/models/fivetran_platform.yml/dbt_utils_unique_combination_o_f0f14399f5c8529316783469547415e8.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n connector_id, destination_id, schema_name, table_name, measured_month\n from \"postgres\".\"platform_testing_schema_fivetran_platform\".\"fivetran_platform__mar_table_history\"\n group by connector_id, destination_id, schema_name, table_name, measured_month\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.fivetran_platform__mar_table_history", "attached_node": "model.fivetran_log.fivetran_platform__mar_table_history"}, "test.fivetran_log.dbt_utils_unique_combination_of_columns_fivetran_platform__usage_mar_destination_history_destination_id__measured_month.05f6419efd": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["destination_id", "measured_month"], "model": "{{ get_where_subquery(ref('fivetran_platform__usage_mar_destination_history')) }}"}, "namespace": "dbt_utils"}, "database": "postgres", "schema": "platform_testing_schema_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_fivetran_platform__usage_mar_destination_history_destination_id__measured_month", "resource_type": "test", "package_name": "fivetran_log", "path": "dbt_utils_unique_combination_o_da02d00f63e8a07792a8833576eda06b.sql", "original_file_path": "models/fivetran_platform.yml", "unique_id": "test.fivetran_log.dbt_utils_unique_combination_of_columns_fivetran_platform__usage_mar_destination_history_destination_id__measured_month.05f6419efd", "fqn": ["fivetran_log", "dbt_utils_unique_combination_of_columns_fivetran_platform__usage_mar_destination_history_destination_id__measured_month"], "alias": "dbt_utils_unique_combination_o_da02d00f63e8a07792a8833576eda06b", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_da02d00f63e8a07792a8833576eda06b", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_da02d00f63e8a07792a8833576eda06b"}, "created_at": 1712667569.01931, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_da02d00f63e8a07792a8833576eda06b\") }}", "language": "sql", "refs": [{"name": "fivetran_platform__usage_mar_destination_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.fivetran_log.fivetran_platform__usage_mar_destination_history"]}, "compiled_path": "target/compiled/fivetran_log/models/fivetran_platform.yml/dbt_utils_unique_combination_o_da02d00f63e8a07792a8833576eda06b.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n destination_id, measured_month\n from \"postgres\".\"platform_testing_schema_fivetran_platform\".\"fivetran_platform__usage_mar_destination_history\"\n group by destination_id, measured_month\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.fivetran_platform__usage_mar_destination_history", "attached_node": "model.fivetran_log.fivetran_platform__usage_mar_destination_history"}, "test.fivetran_log.dbt_utils_unique_combination_of_columns_fivetran_platform__connector_daily_events_connector_id__destination_id__date_day.a279340e8f": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["connector_id", "destination_id", "date_day"], "model": "{{ get_where_subquery(ref('fivetran_platform__connector_daily_events')) }}"}, "namespace": "dbt_utils"}, "database": "postgres", "schema": "platform_testing_schema_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_fivetran_platform__connector_daily_events_connector_id__destination_id__date_day", "resource_type": "test", "package_name": "fivetran_log", "path": "dbt_utils_unique_combination_o_09e0b187d8bc993e5ae311c3de6144a1.sql", "original_file_path": "models/fivetran_platform.yml", "unique_id": "test.fivetran_log.dbt_utils_unique_combination_of_columns_fivetran_platform__connector_daily_events_connector_id__destination_id__date_day.a279340e8f", "fqn": ["fivetran_log", "dbt_utils_unique_combination_of_columns_fivetran_platform__connector_daily_events_connector_id__destination_id__date_day"], "alias": "dbt_utils_unique_combination_o_09e0b187d8bc993e5ae311c3de6144a1", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_09e0b187d8bc993e5ae311c3de6144a1", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_09e0b187d8bc993e5ae311c3de6144a1"}, "created_at": 1712667569.022201, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_09e0b187d8bc993e5ae311c3de6144a1\") }}", "language": "sql", "refs": [{"name": "fivetran_platform__connector_daily_events", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.fivetran_log.fivetran_platform__connector_daily_events"]}, "compiled_path": "target/compiled/fivetran_log/models/fivetran_platform.yml/dbt_utils_unique_combination_o_09e0b187d8bc993e5ae311c3de6144a1.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n connector_id, destination_id, date_day\n from \"postgres\".\"platform_testing_schema_fivetran_platform\".\"fivetran_platform__connector_daily_events\"\n group by connector_id, destination_id, date_day\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.fivetran_platform__connector_daily_events", "attached_node": "model.fivetran_log.fivetran_platform__connector_daily_events"}, "test.fivetran_log.unique_fivetran_platform__audit_table_unique_table_sync_key.308ad058f7": {"test_metadata": {"name": "unique", "kwargs": {"column_name": "unique_table_sync_key", "model": "{{ get_where_subquery(ref('fivetran_platform__audit_table')) }}"}, "namespace": null}, "database": "postgres", "schema": "platform_testing_schema_dbt_test__audit", "name": "unique_fivetran_platform__audit_table_unique_table_sync_key", "resource_type": "test", "package_name": "fivetran_log", "path": "unique_fivetran_platform__audit_table_unique_table_sync_key.sql", "original_file_path": "models/fivetran_platform.yml", "unique_id": "test.fivetran_log.unique_fivetran_platform__audit_table_unique_table_sync_key.308ad058f7", "fqn": ["fivetran_log", "unique_fivetran_platform__audit_table_unique_table_sync_key"], "alias": "unique_fivetran_platform__audit_table_unique_table_sync_key", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {}, "created_at": 1712667569.02475, "relation_name": null, "raw_code": "{{ test_unique(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "fivetran_platform__audit_table", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_unique", "macro.dbt.get_where_subquery"], "nodes": ["model.fivetran_log.fivetran_platform__audit_table"]}, "compiled_path": "target/compiled/fivetran_log/models/fivetran_platform.yml/unique_fivetran_platform__audit_table_unique_table_sync_key.sql", "compiled": true, "compiled_code": "\n \n \n\nselect\n unique_table_sync_key as unique_field,\n count(*) as n_records\n\nfrom \"postgres\".\"platform_testing_schema_fivetran_platform\".\"fivetran_platform__audit_table\"\nwhere unique_table_sync_key is not null\ngroup by unique_table_sync_key\nhaving count(*) > 1\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "unique_table_sync_key", "file_key_name": "models.fivetran_platform__audit_table", "attached_node": "model.fivetran_log.fivetran_platform__audit_table"}, "test.fivetran_log.not_null_fivetran_platform__audit_table_unique_table_sync_key.d6c37e48af": {"test_metadata": {"name": "not_null", "kwargs": {"column_name": "unique_table_sync_key", "model": "{{ get_where_subquery(ref('fivetran_platform__audit_table')) }}"}, "namespace": null}, "database": "postgres", "schema": "platform_testing_schema_dbt_test__audit", "name": "not_null_fivetran_platform__audit_table_unique_table_sync_key", "resource_type": "test", "package_name": "fivetran_log", "path": "not_null_fivetran_platform__audit_table_unique_table_sync_key.sql", "original_file_path": "models/fivetran_platform.yml", "unique_id": "test.fivetran_log.not_null_fivetran_platform__audit_table_unique_table_sync_key.d6c37e48af", "fqn": ["fivetran_log", "not_null_fivetran_platform__audit_table_unique_table_sync_key"], "alias": "not_null_fivetran_platform__audit_table_unique_table_sync_key", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {}, "created_at": 1712667569.02577, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "fivetran_platform__audit_table", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.fivetran_log.fivetran_platform__audit_table"]}, "compiled_path": "target/compiled/fivetran_log/models/fivetran_platform.yml/not_null_fivetran_platform__audit_table_unique_table_sync_key.sql", "compiled": true, "compiled_code": "\n \n \n\n\n\nselect unique_table_sync_key\nfrom \"postgres\".\"platform_testing_schema_fivetran_platform\".\"fivetran_platform__audit_table\"\nwhere unique_table_sync_key is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "unique_table_sync_key", "file_key_name": "models.fivetran_platform__audit_table", "attached_node": "model.fivetran_log.fivetran_platform__audit_table"}, "test.fivetran_log.dbt_utils_unique_combination_of_columns_fivetran_platform__schema_changelog_connector_id__destination_id__message_data__created_at.cc39f64493": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["connector_id", "destination_id", "message_data", "created_at"], "model": "{{ get_where_subquery(ref('fivetran_platform__schema_changelog')) }}"}, "namespace": "dbt_utils"}, "database": "postgres", "schema": "platform_testing_schema_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_fivetran_platform__schema_changelog_connector_id__destination_id__message_data__created_at", "resource_type": "test", "package_name": "fivetran_log", "path": "dbt_utils_unique_combination_o_9aef0d81d64508710644e2d85b13c3dd.sql", "original_file_path": "models/fivetran_platform.yml", "unique_id": "test.fivetran_log.dbt_utils_unique_combination_of_columns_fivetran_platform__schema_changelog_connector_id__destination_id__message_data__created_at.cc39f64493", "fqn": ["fivetran_log", "dbt_utils_unique_combination_of_columns_fivetran_platform__schema_changelog_connector_id__destination_id__message_data__created_at"], "alias": "dbt_utils_unique_combination_o_9aef0d81d64508710644e2d85b13c3dd", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_9aef0d81d64508710644e2d85b13c3dd", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_9aef0d81d64508710644e2d85b13c3dd"}, "created_at": 1712667569.026805, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_9aef0d81d64508710644e2d85b13c3dd\") }}", "language": "sql", "refs": [{"name": "fivetran_platform__schema_changelog", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.fivetran_log.fivetran_platform__schema_changelog"]}, "compiled_path": "target/compiled/fivetran_log/models/fivetran_platform.yml/dbt_utils_unique_combination_o_9aef0d81d64508710644e2d85b13c3dd.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n connector_id, destination_id, message_data, created_at\n from \"postgres\".\"platform_testing_schema_fivetran_platform\".\"fivetran_platform__schema_changelog\"\n group by connector_id, destination_id, message_data, created_at\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.fivetran_platform__schema_changelog", "attached_node": "model.fivetran_log.fivetran_platform__schema_changelog"}, "test.fivetran_log.dbt_utils_unique_combination_of_columns_fivetran_platform__audit_user_activity_log_id__occurred_at.be572689a3": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["log_id", "occurred_at"], "model": "{{ get_where_subquery(ref('fivetran_platform__audit_user_activity')) }}"}, "namespace": "dbt_utils"}, "database": "postgres", "schema": "platform_testing_schema_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_fivetran_platform__audit_user_activity_log_id__occurred_at", "resource_type": "test", "package_name": "fivetran_log", "path": "dbt_utils_unique_combination_o_fec574df3883d2c29de1d09d9c7c0b8f.sql", "original_file_path": "models/fivetran_platform.yml", "unique_id": "test.fivetran_log.dbt_utils_unique_combination_of_columns_fivetran_platform__audit_user_activity_log_id__occurred_at.be572689a3", "fqn": ["fivetran_log", "dbt_utils_unique_combination_of_columns_fivetran_platform__audit_user_activity_log_id__occurred_at"], "alias": "dbt_utils_unique_combination_o_fec574df3883d2c29de1d09d9c7c0b8f", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_fec574df3883d2c29de1d09d9c7c0b8f", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_fec574df3883d2c29de1d09d9c7c0b8f"}, "created_at": 1712667569.0297432, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_fec574df3883d2c29de1d09d9c7c0b8f\") }}", "language": "sql", "refs": [{"name": "fivetran_platform__audit_user_activity", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.fivetran_log.fivetran_platform__audit_user_activity"]}, "compiled_path": "target/compiled/fivetran_log/models/fivetran_platform.yml/dbt_utils_unique_combination_o_fec574df3883d2c29de1d09d9c7c0b8f.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n log_id, occurred_at\n from \"postgres\".\"platform_testing_schema_fivetran_platform\".\"fivetran_platform__audit_user_activity\"\n group by log_id, occurred_at\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.fivetran_platform__audit_user_activity", "attached_node": "model.fivetran_log.fivetran_platform__audit_user_activity"}, "test.fivetran_log.dbt_utils_unique_combination_of_columns_stg_fivetran_platform__connector_connector_name__destination_id.38a4da659a": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["connector_name", "destination_id"], "model": "{{ get_where_subquery(ref('stg_fivetran_platform__connector')) }}"}, "namespace": "dbt_utils"}, "database": "postgres", "schema": "platform_testing_schema_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_stg_fivetran_platform__connector_connector_name__destination_id", "resource_type": "test", "package_name": "fivetran_log", "path": "dbt_utils_unique_combination_o_94d58d63b4a7daa71a31a2dc5849ef62.sql", "original_file_path": "models/staging/stg_fivetran_platform.yml", "unique_id": "test.fivetran_log.dbt_utils_unique_combination_of_columns_stg_fivetran_platform__connector_connector_name__destination_id.38a4da659a", "fqn": ["fivetran_log", "staging", "dbt_utils_unique_combination_of_columns_stg_fivetran_platform__connector_connector_name__destination_id"], "alias": "dbt_utils_unique_combination_o_94d58d63b4a7daa71a31a2dc5849ef62", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_94d58d63b4a7daa71a31a2dc5849ef62", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_94d58d63b4a7daa71a31a2dc5849ef62"}, "created_at": 1712667569.083515, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_94d58d63b4a7daa71a31a2dc5849ef62\") }}", "language": "sql", "refs": [{"name": "stg_fivetran_platform__connector", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.fivetran_log.stg_fivetran_platform__connector"]}, "compiled_path": "target/compiled/fivetran_log/models/staging/stg_fivetran_platform.yml/dbt_utils_unique_combination_o_94d58d63b4a7daa71a31a2dc5849ef62.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n connector_name, destination_id\n from \"postgres\".\"platform_testing_schema_fivetran_platform\".\"stg_fivetran_platform__connector\"\n group by connector_name, destination_id\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.stg_fivetran_platform__connector", "attached_node": "model.fivetran_log.stg_fivetran_platform__connector"}, "test.fivetran_log.dbt_utils_unique_combination_of_columns_stg_fivetran_platform__credits_used_measured_month__destination_id.bea8f20c38": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["measured_month", "destination_id"], "model": "{{ get_where_subquery(ref('stg_fivetran_platform__credits_used')) }}"}, "namespace": "dbt_utils"}, "database": "postgres", "schema": "platform_testing_schema_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_stg_fivetran_platform__credits_used_measured_month__destination_id", "resource_type": "test", "package_name": "fivetran_log", "path": "dbt_utils_unique_combination_o_2ac23f274f5f6f789e728f8b8eeb5f68.sql", "original_file_path": "models/staging/stg_fivetran_platform.yml", "unique_id": "test.fivetran_log.dbt_utils_unique_combination_of_columns_stg_fivetran_platform__credits_used_measured_month__destination_id.bea8f20c38", "fqn": ["fivetran_log", "staging", "dbt_utils_unique_combination_of_columns_stg_fivetran_platform__credits_used_measured_month__destination_id"], "alias": "dbt_utils_unique_combination_o_2ac23f274f5f6f789e728f8b8eeb5f68", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_2ac23f274f5f6f789e728f8b8eeb5f68", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_2ac23f274f5f6f789e728f8b8eeb5f68"}, "created_at": 1712667569.086176, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_2ac23f274f5f6f789e728f8b8eeb5f68\") }}", "language": "sql", "refs": [{"name": "stg_fivetran_platform__credits_used", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.fivetran_log.stg_fivetran_platform__credits_used"]}, "compiled_path": "target/compiled/fivetran_log/models/staging/stg_fivetran_platform.yml/dbt_utils_unique_combination_o_2ac23f274f5f6f789e728f8b8eeb5f68.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n measured_month, destination_id\n from \"postgres\".\"platform_testing_schema_fivetran_platform\".\"stg_fivetran_platform__credits_used\"\n group by measured_month, destination_id\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.stg_fivetran_platform__credits_used", "attached_node": "model.fivetran_log.stg_fivetran_platform__credits_used"}, "test.fivetran_log.dbt_utils_unique_combination_of_columns_stg_fivetran_platform__usage_cost_measured_month__destination_id.d6d997525f": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["measured_month", "destination_id"], "model": "{{ get_where_subquery(ref('stg_fivetran_platform__usage_cost')) }}"}, "namespace": "dbt_utils"}, "database": "postgres", "schema": "platform_testing_schema_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_stg_fivetran_platform__usage_cost_measured_month__destination_id", "resource_type": "test", "package_name": "fivetran_log", "path": "dbt_utils_unique_combination_o_43f2593f9f395f170695be71ec85a945.sql", "original_file_path": "models/staging/stg_fivetran_platform.yml", "unique_id": "test.fivetran_log.dbt_utils_unique_combination_of_columns_stg_fivetran_platform__usage_cost_measured_month__destination_id.d6d997525f", "fqn": ["fivetran_log", "staging", "dbt_utils_unique_combination_of_columns_stg_fivetran_platform__usage_cost_measured_month__destination_id"], "alias": "dbt_utils_unique_combination_o_43f2593f9f395f170695be71ec85a945", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_43f2593f9f395f170695be71ec85a945", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_43f2593f9f395f170695be71ec85a945"}, "created_at": 1712667569.0886772, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_43f2593f9f395f170695be71ec85a945\") }}", "language": "sql", "refs": [{"name": "stg_fivetran_platform__usage_cost", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.fivetran_log.stg_fivetran_platform__usage_cost"]}, "compiled_path": "target/compiled/fivetran_log/models/staging/stg_fivetran_platform.yml/dbt_utils_unique_combination_o_43f2593f9f395f170695be71ec85a945.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n measured_month, destination_id\n from \"postgres\".\"platform_testing_schema_fivetran_platform\".\"stg_fivetran_platform__usage_cost\"\n group by measured_month, destination_id\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.stg_fivetran_platform__usage_cost", "attached_node": "model.fivetran_log.stg_fivetran_platform__usage_cost"}, "test.fivetran_log.unique_stg_fivetran_platform__destination_destination_id.582a1280ed": {"test_metadata": {"name": "unique", "kwargs": {"column_name": "destination_id", "model": "{{ get_where_subquery(ref('stg_fivetran_platform__destination')) }}"}, "namespace": null}, "database": "postgres", "schema": "platform_testing_schema_dbt_test__audit", "name": "unique_stg_fivetran_platform__destination_destination_id", "resource_type": "test", "package_name": "fivetran_log", "path": "unique_stg_fivetran_platform__destination_destination_id.sql", "original_file_path": "models/staging/stg_fivetran_platform.yml", "unique_id": "test.fivetran_log.unique_stg_fivetran_platform__destination_destination_id.582a1280ed", "fqn": ["fivetran_log", "staging", "unique_stg_fivetran_platform__destination_destination_id"], "alias": "unique_stg_fivetran_platform__destination_destination_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {}, "created_at": 1712667569.0912058, "relation_name": null, "raw_code": "{{ test_unique(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "stg_fivetran_platform__destination", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_unique", "macro.dbt.get_where_subquery"], "nodes": ["model.fivetran_log.stg_fivetran_platform__destination"]}, "compiled_path": "target/compiled/fivetran_log/models/staging/stg_fivetran_platform.yml/unique_stg_fivetran_platform__destination_destination_id.sql", "compiled": true, "compiled_code": "\n \n \n\nselect\n destination_id as unique_field,\n count(*) as n_records\n\nfrom \"postgres\".\"platform_testing_schema_fivetran_platform\".\"stg_fivetran_platform__destination\"\nwhere destination_id is not null\ngroup by destination_id\nhaving count(*) > 1\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "destination_id", "file_key_name": "models.stg_fivetran_platform__destination", "attached_node": "model.fivetran_log.stg_fivetran_platform__destination"}, "test.fivetran_log.not_null_stg_fivetran_platform__destination_destination_id.0cdbe6b780": {"test_metadata": {"name": "not_null", "kwargs": {"column_name": "destination_id", "model": "{{ get_where_subquery(ref('stg_fivetran_platform__destination')) }}"}, "namespace": null}, "database": "postgres", "schema": "platform_testing_schema_dbt_test__audit", "name": "not_null_stg_fivetran_platform__destination_destination_id", "resource_type": "test", "package_name": "fivetran_log", "path": "not_null_stg_fivetran_platform__destination_destination_id.sql", "original_file_path": "models/staging/stg_fivetran_platform.yml", "unique_id": "test.fivetran_log.not_null_stg_fivetran_platform__destination_destination_id.0cdbe6b780", "fqn": ["fivetran_log", "staging", "not_null_stg_fivetran_platform__destination_destination_id"], "alias": "not_null_stg_fivetran_platform__destination_destination_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {}, "created_at": 1712667569.092273, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "stg_fivetran_platform__destination", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.fivetran_log.stg_fivetran_platform__destination"]}, "compiled_path": "target/compiled/fivetran_log/models/staging/stg_fivetran_platform.yml/not_null_stg_fivetran_platform__destination_destination_id.sql", "compiled": true, "compiled_code": "\n \n \n\n\n\nselect destination_id\nfrom \"postgres\".\"platform_testing_schema_fivetran_platform\".\"stg_fivetran_platform__destination\"\nwhere destination_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "destination_id", "file_key_name": "models.stg_fivetran_platform__destination", "attached_node": "model.fivetran_log.stg_fivetran_platform__destination"}, "test.fivetran_log.dbt_utils_unique_combination_of_columns_stg_fivetran_platform__log_log_id__created_at.c406abd91d": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["log_id", "created_at"], "model": "{{ get_where_subquery(ref('stg_fivetran_platform__log')) }}"}, "namespace": "dbt_utils"}, "database": "postgres", "schema": "platform_testing_schema_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_stg_fivetran_platform__log_log_id__created_at", "resource_type": "test", "package_name": "fivetran_log", "path": "dbt_utils_unique_combination_o_1a861a4d0d704305d3253b69e28140b5.sql", "original_file_path": "models/staging/stg_fivetran_platform.yml", "unique_id": "test.fivetran_log.dbt_utils_unique_combination_of_columns_stg_fivetran_platform__log_log_id__created_at.c406abd91d", "fqn": ["fivetran_log", "staging", "dbt_utils_unique_combination_of_columns_stg_fivetran_platform__log_log_id__created_at"], "alias": "dbt_utils_unique_combination_o_1a861a4d0d704305d3253b69e28140b5", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_1a861a4d0d704305d3253b69e28140b5", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_1a861a4d0d704305d3253b69e28140b5"}, "created_at": 1712667569.093346, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_1a861a4d0d704305d3253b69e28140b5\") }}", "language": "sql", "refs": [{"name": "stg_fivetran_platform__log", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.fivetran_log.stg_fivetran_platform__log"]}, "compiled_path": "target/compiled/fivetran_log/models/staging/stg_fivetran_platform.yml/dbt_utils_unique_combination_o_1a861a4d0d704305d3253b69e28140b5.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n log_id, created_at\n from \"postgres\".\"platform_testing_schema_fivetran_platform\".\"stg_fivetran_platform__log\"\n group by log_id, created_at\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.stg_fivetran_platform__log", "attached_node": "model.fivetran_log.stg_fivetran_platform__log"}, "test.fivetran_log.unique_stg_fivetran_platform__account_account_id.114e181adc": {"test_metadata": {"name": "unique", "kwargs": {"column_name": "account_id", "model": "{{ get_where_subquery(ref('stg_fivetran_platform__account')) }}"}, "namespace": null}, "database": "postgres", "schema": "platform_testing_schema_dbt_test__audit", "name": "unique_stg_fivetran_platform__account_account_id", "resource_type": "test", "package_name": "fivetran_log", "path": "unique_stg_fivetran_platform__account_account_id.sql", "original_file_path": "models/staging/stg_fivetran_platform.yml", "unique_id": "test.fivetran_log.unique_stg_fivetran_platform__account_account_id.114e181adc", "fqn": ["fivetran_log", "staging", "unique_stg_fivetran_platform__account_account_id"], "alias": "unique_stg_fivetran_platform__account_account_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {}, "created_at": 1712667569.096352, "relation_name": null, "raw_code": "{{ test_unique(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "stg_fivetran_platform__account", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_unique", "macro.dbt.get_where_subquery"], "nodes": ["model.fivetran_log.stg_fivetran_platform__account"]}, "compiled_path": "target/compiled/fivetran_log/models/staging/stg_fivetran_platform.yml/unique_stg_fivetran_platform__account_account_id.sql", "compiled": true, "compiled_code": "\n \n \n\nselect\n account_id as unique_field,\n count(*) as n_records\n\nfrom \"postgres\".\"platform_testing_schema_fivetran_platform\".\"stg_fivetran_platform__account\"\nwhere account_id is not null\ngroup by account_id\nhaving count(*) > 1\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "account_id", "file_key_name": "models.stg_fivetran_platform__account", "attached_node": "model.fivetran_log.stg_fivetran_platform__account"}, "test.fivetran_log.not_null_stg_fivetran_platform__account_account_id.d09ebf1a1e": {"test_metadata": {"name": "not_null", "kwargs": {"column_name": "account_id", "model": "{{ get_where_subquery(ref('stg_fivetran_platform__account')) }}"}, "namespace": null}, "database": "postgres", "schema": "platform_testing_schema_dbt_test__audit", "name": "not_null_stg_fivetran_platform__account_account_id", "resource_type": "test", "package_name": "fivetran_log", "path": "not_null_stg_fivetran_platform__account_account_id.sql", "original_file_path": "models/staging/stg_fivetran_platform.yml", "unique_id": "test.fivetran_log.not_null_stg_fivetran_platform__account_account_id.d09ebf1a1e", "fqn": ["fivetran_log", "staging", "not_null_stg_fivetran_platform__account_account_id"], "alias": "not_null_stg_fivetran_platform__account_account_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {}, "created_at": 1712667569.097423, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "stg_fivetran_platform__account", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.fivetran_log.stg_fivetran_platform__account"]}, "compiled_path": "target/compiled/fivetran_log/models/staging/stg_fivetran_platform.yml/not_null_stg_fivetran_platform__account_account_id.sql", "compiled": true, "compiled_code": "\n \n \n\n\n\nselect account_id\nfrom \"postgres\".\"platform_testing_schema_fivetran_platform\".\"stg_fivetran_platform__account\"\nwhere account_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "account_id", "file_key_name": "models.stg_fivetran_platform__account", "attached_node": "model.fivetran_log.stg_fivetran_platform__account"}, "test.fivetran_log.dbt_utils_unique_combination_of_columns_stg_fivetran_platform__destination_membership_destination_id__user_id.82ac27c35a": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["destination_id", "user_id"], "model": "{{ get_where_subquery(ref('stg_fivetran_platform__destination_membership')) }}"}, "namespace": "dbt_utils"}, "database": "postgres", "schema": "platform_testing_schema_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_stg_fivetran_platform__destination_membership_destination_id__user_id", "resource_type": "test", "package_name": "fivetran_log", "path": "dbt_utils_unique_combination_o_612267daeddb2b0a8d254502817e3ede.sql", "original_file_path": "models/staging/stg_fivetran_platform.yml", "unique_id": "test.fivetran_log.dbt_utils_unique_combination_of_columns_stg_fivetran_platform__destination_membership_destination_id__user_id.82ac27c35a", "fqn": ["fivetran_log", "staging", "dbt_utils_unique_combination_of_columns_stg_fivetran_platform__destination_membership_destination_id__user_id"], "alias": "dbt_utils_unique_combination_o_612267daeddb2b0a8d254502817e3ede", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_612267daeddb2b0a8d254502817e3ede", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_612267daeddb2b0a8d254502817e3ede"}, "created_at": 1712667569.098468, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_612267daeddb2b0a8d254502817e3ede\") }}", "language": "sql", "refs": [{"name": "stg_fivetran_platform__destination_membership", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.fivetran_log.stg_fivetran_platform__destination_membership"]}, "compiled_path": "target/compiled/fivetran_log/models/staging/stg_fivetran_platform.yml/dbt_utils_unique_combination_o_612267daeddb2b0a8d254502817e3ede.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n destination_id, user_id\n from \"postgres\".\"platform_testing_schema_fivetran_platform\".\"stg_fivetran_platform__destination_membership\"\n group by destination_id, user_id\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.stg_fivetran_platform__destination_membership", "attached_node": "model.fivetran_log.stg_fivetran_platform__destination_membership"}, "test.fivetran_log.unique_stg_fivetran_platform__user_user_id.86a1a3afb9": {"test_metadata": {"name": "unique", "kwargs": {"column_name": "user_id", "model": "{{ get_where_subquery(ref('stg_fivetran_platform__user')) }}"}, "namespace": null}, "database": "postgres", "schema": "platform_testing_schema_dbt_test__audit", "name": "unique_stg_fivetran_platform__user_user_id", "resource_type": "test", "package_name": "fivetran_log", "path": "unique_stg_fivetran_platform__user_user_id.sql", "original_file_path": "models/staging/stg_fivetran_platform.yml", "unique_id": "test.fivetran_log.unique_stg_fivetran_platform__user_user_id.86a1a3afb9", "fqn": ["fivetran_log", "staging", "unique_stg_fivetran_platform__user_user_id"], "alias": "unique_stg_fivetran_platform__user_user_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {}, "created_at": 1712667569.101847, "relation_name": null, "raw_code": "{{ test_unique(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "stg_fivetran_platform__user", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_unique", "macro.dbt.get_where_subquery"], "nodes": ["model.fivetran_log.stg_fivetran_platform__user"]}, "compiled_path": "target/compiled/fivetran_log/models/staging/stg_fivetran_platform.yml/unique_stg_fivetran_platform__user_user_id.sql", "compiled": true, "compiled_code": "\n \n \n\nselect\n user_id as unique_field,\n count(*) as n_records\n\nfrom \"postgres\".\"platform_testing_schema_fivetran_platform\".\"stg_fivetran_platform__user\"\nwhere user_id is not null\ngroup by user_id\nhaving count(*) > 1\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "user_id", "file_key_name": "models.stg_fivetran_platform__user", "attached_node": "model.fivetran_log.stg_fivetran_platform__user"}, "test.fivetran_log.not_null_stg_fivetran_platform__user_user_id.eb17e92ff0": {"test_metadata": {"name": "not_null", "kwargs": {"column_name": "user_id", "model": "{{ get_where_subquery(ref('stg_fivetran_platform__user')) }}"}, "namespace": null}, "database": "postgres", "schema": "platform_testing_schema_dbt_test__audit", "name": "not_null_stg_fivetran_platform__user_user_id", "resource_type": "test", "package_name": "fivetran_log", "path": "not_null_stg_fivetran_platform__user_user_id.sql", "original_file_path": "models/staging/stg_fivetran_platform.yml", "unique_id": "test.fivetran_log.not_null_stg_fivetran_platform__user_user_id.eb17e92ff0", "fqn": ["fivetran_log", "staging", "not_null_stg_fivetran_platform__user_user_id"], "alias": "not_null_stg_fivetran_platform__user_user_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {}, "created_at": 1712667569.103072, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "stg_fivetran_platform__user", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.fivetran_log.stg_fivetran_platform__user"]}, "compiled_path": "target/compiled/fivetran_log/models/staging/stg_fivetran_platform.yml/not_null_stg_fivetran_platform__user_user_id.sql", "compiled": true, "compiled_code": "\n \n \n\n\n\nselect user_id\nfrom \"postgres\".\"platform_testing_schema_fivetran_platform\".\"stg_fivetran_platform__user\"\nwhere user_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "user_id", "file_key_name": "models.stg_fivetran_platform__user", "attached_node": "model.fivetran_log.stg_fivetran_platform__user"}}, "sources": {"source.fivetran_log.fivetran_platform.incremental_mar": {"database": "postgres", "schema": "platform_testing_schema", "name": "incremental_mar", "resource_type": "source", "package_name": "fivetran_log", "path": "models/staging/src_fivetran_platform.yml", "original_file_path": "models/staging/src_fivetran_platform.yml", "unique_id": "source.fivetran_log.fivetran_platform.incremental_mar", "fqn": ["fivetran_log", "staging", "fivetran_platform", "incremental_mar"], "source_name": "fivetran_platform", "source_description": "", "loader": "fivetran", "identifier": "incremental_mar", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "freshness": {"warn_after": {"count": 72, "period": "hour"}, "error_after": {"count": 96, "period": "hour"}, "filter": null}, "external": null, "description": "Table of **monthly active row (MAR)** measurements made by table per date. Each measurement is calculated cumulatively for the month and includes all types of mar (paid, free, etc.)\n", "columns": {"connector_id": {"name": "connector_id", "description": "The *name* of the connector being measured. Note - this is erroneously named and will be fixed soon by Fivetran.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "destination_id": {"name": "destination_id", "description": "Foreign key referencing the `destination` whose table is being measured.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "free_type": {"name": "free_type", "description": "If it is free MAR, the value indicates the type of free MAR. For paid MAR, the value is `PAID`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "measured_date": {"name": "measured_date", "description": "Timestamp of when the MAR measurement was made.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "incremental_rows": {"name": "incremental_rows", "description": "The number of new distinct primary keys on the current day synced for the connector.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "sync_type": {"name": "sync_type", "description": "This defines whether the sync for which MAR calculated is HISTORICAL or INCREMENTAL. Currently, the available value is UNKNOWN.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "schema_name": {"name": "schema_name", "description": "The name of the connector's schema that houses the measured table.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "table_name": {"name": "table_name", "description": "The name of the table whose MAR was measured.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "updated_at": {"name": "updated_at", "description": "Timestamp of when the record was last updated.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_fivetran_synced": {"name": "_fivetran_synced", "description": "Timestamp of when the record was last synced.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {}, "relation_name": "\"postgres\".\"platform_testing_schema\".\"incremental_mar\"", "created_at": 1712667569.1049201}, "source.fivetran_log.fivetran_platform.connector": {"database": "postgres", "schema": "platform_testing_schema", "name": "connector", "resource_type": "source", "package_name": "fivetran_log", "path": "models/staging/src_fivetran_platform.yml", "original_file_path": "models/staging/src_fivetran_platform.yml", "unique_id": "source.fivetran_log.fivetran_platform.connector", "fqn": ["fivetran_log", "staging", "fivetran_platform", "connector"], "source_name": "fivetran_platform", "source_description": "", "loader": "fivetran", "identifier": "connector", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "freshness": null, "external": null, "description": "Table of all connectors loading data into warehouses. Note that deleted connectors are not removed, but can be identified by having an older _fivetran_synced field relative to other connectors.\n", "columns": {"connector_id": {"name": "connector_id", "description": "System generated unique ID of the connector.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "connecting_user_id": {"name": "connecting_user_id", "description": "Foreign key referencing the `user` who set up the connector.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "connector_name": {"name": "connector_name", "description": "Individual name of the connector. Note that this could be different from the `incremental_mar.schema_name`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "connector_type": {"name": "connector_type", "description": "The kind of connector (ie google sheets, webhooks).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "destination_id": {"name": "destination_id", "description": "Foreign key referencing the `destination` warehouse that the connector data is loaded into.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "paused": {"name": "paused", "description": "Boolean that is true if the connector's sync is currently paused.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "signed_up": {"name": "signed_up", "description": "Timestamp of when the connection was set up.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_fivetran_synced": {"name": "_fivetran_synced", "description": "Timestamp of when the record was last synced.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {}, "relation_name": "\"postgres\".\"platform_testing_schema\".\"connector\"", "created_at": 1712667569.105055}, "source.fivetran_log.fivetran_platform.credits_used": {"database": "postgres", "schema": "platform_testing_schema", "name": "credits_used", "resource_type": "source", "package_name": "fivetran_log", "path": "models/staging/src_fivetran_platform.yml", "original_file_path": "models/staging/src_fivetran_platform.yml", "unique_id": "source.fivetran_log.fivetran_platform.credits_used", "fqn": ["fivetran_log", "staging", "fivetran_platform", "credits_used"], "source_name": "fivetran_platform", "source_description": "", "loader": "fivetran", "identifier": "credits_used", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "freshness": null, "external": null, "description": "Table of the credits used by the customer per month within each destination.", "columns": {"destination_id": {"name": "destination_id", "description": "Foreign key referencing the `destination` warehouse that the credits were used on", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "measured_month": {"name": "measured_month", "description": "The month (yyyy-mm) in which the credits were consumed.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "credits_consumed": {"name": "credits_consumed", "description": "The number of credits used by the destination for the given month.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_fivetran_synced": {"name": "_fivetran_synced", "description": "Timestamp of when the record was last synced.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {}, "relation_name": "\"postgres\".\"platform_testing_schema\".\"credits_used\"", "created_at": 1712667569.105141}, "source.fivetran_log.fivetran_platform.usage_cost": {"database": "postgres", "schema": "platform_testing_schema", "name": "usage_cost", "resource_type": "source", "package_name": "fivetran_log", "path": "models/staging/src_fivetran_platform.yml", "original_file_path": "models/staging/src_fivetran_platform.yml", "unique_id": "source.fivetran_log.fivetran_platform.usage_cost", "fqn": ["fivetran_log", "staging", "fivetran_platform", "usage_cost"], "source_name": "fivetran_platform", "source_description": "", "loader": "fivetran", "identifier": "usage_cost", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "freshness": null, "external": null, "description": "Table of the credits used by the customer per month within each destination.", "columns": {"destination_id": {"name": "destination_id", "description": "Foreign key referencing the `destination` warehouse that the credits were used on", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "measured_month": {"name": "measured_month", "description": "The month (yyyy-mm) in which the credits were consumed.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "amount": {"name": "amount", "description": "The dollar amount associated with the cost of your connector.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_fivetran_synced": {"name": "_fivetran_synced", "description": "Timestamp of when the record was last synced.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {}, "relation_name": "\"postgres\".\"platform_testing_schema\".\"usage_cost\"", "created_at": 1712667569.105218}, "source.fivetran_log.fivetran_platform.destination": {"database": "postgres", "schema": "platform_testing_schema", "name": "destination", "resource_type": "source", "package_name": "fivetran_log", "path": "models/staging/src_fivetran_platform.yml", "original_file_path": "models/staging/src_fivetran_platform.yml", "unique_id": "source.fivetran_log.fivetran_platform.destination", "fqn": ["fivetran_log", "staging", "fivetran_platform", "destination"], "source_name": "fivetran_platform", "source_description": "", "loader": "fivetran", "identifier": "destination", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "freshness": null, "external": null, "description": "Table of the destinations that have data loaded into them. For each declared source, there will be just one record.", "columns": {"id": {"name": "id", "description": "Unique ID of the destination.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_id": {"name": "account_id", "description": "Foreign key referencing the fivetran `account` associated with the destination.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "created_at": {"name": "created_at", "description": "Timestamp of when the destination was set up.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "name": {"name": "name", "description": "Name of the destination warehouse.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "region": {"name": "region", "description": "Geographical region of the destination.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_fivetran_synced": {"name": "_fivetran_synced", "description": "Timestamp of when the record was last synced.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {}, "relation_name": "\"postgres\".\"platform_testing_schema\".\"destination\"", "created_at": 1712667569.1052969}, "source.fivetran_log.fivetran_platform.log": {"database": "postgres", "schema": "platform_testing_schema", "name": "log", "resource_type": "source", "package_name": "fivetran_log", "path": "models/staging/src_fivetran_platform.yml", "original_file_path": "models/staging/src_fivetran_platform.yml", "unique_id": "source.fivetran_log.fivetran_platform.log", "fqn": ["fivetran_log", "staging", "fivetran_platform", "log"], "source_name": "fivetran_platform", "source_description": "", "loader": "fivetran", "identifier": "log", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "freshness": {"warn_after": {"count": 72, "period": "hour"}, "error_after": {"count": 96, "period": "hour"}, "filter": null}, "external": null, "description": "Table of logged events related to data syncs. More info on error logs [here](https://fivetran.com/docs/logs/fivetran-log#errorlogs).", "columns": {"id": {"name": "id", "description": "Contains either `connector_name` (for app/api logs), `transformation_id` (for transformation logs), or the value `\"system\"` (for system generated logs).\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "time_stamp": {"name": "time_stamp", "description": "Timestamp of when the event was logged.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "connector_id": {"name": "connector_id", "description": "The *name* of the connector being logged. Note - this is erroneously named and will be fixed soon by Fivetran.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "event": {"name": "event", "description": "The umbrella event type. Events can be classified as a warning, an error, or just an information log.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "message_data": {"name": "message_data", "description": "The details of the event in JSON format.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "message_event": {"name": "message_event", "description": "The routine involved in the log, defined [here](https://fivetran.com/docs/logs#logevents).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "transformation_id": {"name": "transformation_id", "description": "Foreign key referencing the `transformation` if the event refers to a transformation run.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "sync_id": {"name": "sync_id", "description": "Identifies which sync the event is associated with.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_fivetran_synced": {"name": "_fivetran_synced", "description": "Timestamp of when the record was last synced.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {}, "relation_name": "\"postgres\".\"platform_testing_schema\".\"log\"", "created_at": 1712667569.105387}, "source.fivetran_log.fivetran_platform.account": {"database": "postgres", "schema": "platform_testing_schema", "name": "account", "resource_type": "source", "package_name": "fivetran_log", "path": "models/staging/src_fivetran_platform.yml", "original_file_path": "models/staging/src_fivetran_platform.yml", "unique_id": "source.fivetran_log.fivetran_platform.account", "fqn": ["fivetran_log", "staging", "fivetran_platform", "account"], "source_name": "fivetran_platform", "source_description": "", "loader": "fivetran", "identifier": "account", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "freshness": null, "external": null, "description": "Table of information on this Fivetran account.", "columns": {"id": {"name": "id", "description": "Unique ID of the account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "country": {"name": "country", "description": "Country of the account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "created_at": {"name": "created_at", "description": "Timestamp of when the account was created.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "name": {"name": "name", "description": "Name of the Fivetran account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "status": {"name": "status", "description": "Status of the Fivetran account (ie trial, frozen).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_fivetran_synced": {"name": "_fivetran_synced", "description": "Timestamp of when the record was last synced.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {}, "relation_name": "\"postgres\".\"platform_testing_schema\".\"account\"", "created_at": 1712667569.1054652}, "source.fivetran_log.fivetran_platform.destination_membership": {"database": "postgres", "schema": "platform_testing_schema", "name": "destination_membership", "resource_type": "source", "package_name": "fivetran_log", "path": "models/staging/src_fivetran_platform.yml", "original_file_path": "models/staging/src_fivetran_platform.yml", "unique_id": "source.fivetran_log.fivetran_platform.destination_membership", "fqn": ["fivetran_log", "staging", "fivetran_platform", "destination_membership"], "source_name": "fivetran_platform", "source_description": "", "loader": "fivetran", "identifier": "destination_membership", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "freshness": null, "external": null, "description": "Table of the users given access to this destination.", "columns": {"destination_id": {"name": "destination_id", "description": "Foreign key referencing the ID of the `destination` that the user is a member of.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "user_id": {"name": "user_id", "description": "Foreign key referencing the ID of the `user` who has access to the destination", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "activated_at": {"name": "activated_at", "description": "Timestamp of when the user was activated in the destination.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "joined_at": {"name": "joined_at", "description": "Timestamp of when the user was added to the destination.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "role": {"name": "role", "description": "The user's permissions for this individual destination.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_fivetran_synced": {"name": "_fivetran_synced", "description": "Timestamp of when the record was last synced.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {"enabled": true}, "relation_name": "\"postgres\".\"platform_testing_schema\".\"destination_membership\"", "created_at": 1712667569.1055539}, "source.fivetran_log.fivetran_platform.user": {"database": "postgres", "schema": "platform_testing_schema", "name": "user", "resource_type": "source", "package_name": "fivetran_log", "path": "models/staging/src_fivetran_platform.yml", "original_file_path": "models/staging/src_fivetran_platform.yml", "unique_id": "source.fivetran_log.fivetran_platform.user", "fqn": ["fivetran_log", "staging", "fivetran_platform", "user"], "source_name": "fivetran_platform", "source_description": "", "loader": "fivetran", "identifier": "user", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "freshness": null, "external": null, "description": "Table of users given access to this Fivetran account.", "columns": {"id": {"name": "id", "description": "Unique ID of the user's account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "created_at": {"name": "created_at", "description": "Timestamp of when the user was created.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "email": {"name": "email", "description": "Email associated with the user.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "email_disabled": {"name": "email_disabled", "description": "Boolean of whether they have disabled all email notifications.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "family_name": {"name": "family_name", "description": "User's last name.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "given_name": {"name": "given_name", "description": "User's first name.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "phone": {"name": "phone", "description": "Phone number associated with user.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "verified": {"name": "verified", "description": "Boolean that indicates whether the user has verified their email address in the account creation process.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_fivetran_synced": {"name": "_fivetran_synced", "description": "Timestamp of when the record was last synced.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {"enabled": true}, "relation_name": "\"postgres\".\"platform_testing_schema\".\"user\"", "created_at": 1712667569.105644}}, "macros": {"macro.dbt_postgres.postgres__current_timestamp": {"name": "postgres__current_timestamp", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/timestamps.sql", "original_file_path": "macros/timestamps.sql", "unique_id": "macro.dbt_postgres.postgres__current_timestamp", "macro_sql": "{% macro postgres__current_timestamp() -%}\n now()\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667567.8648021, "supported_languages": null}, "macro.dbt_postgres.postgres__snapshot_string_as_time": {"name": "postgres__snapshot_string_as_time", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/timestamps.sql", "original_file_path": "macros/timestamps.sql", "unique_id": "macro.dbt_postgres.postgres__snapshot_string_as_time", "macro_sql": "{% macro postgres__snapshot_string_as_time(timestamp) -%}\n {%- set result = \"'\" ~ timestamp ~ \"'::timestamp without time zone\" -%}\n {{ return(result) }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667567.865029, "supported_languages": null}, "macro.dbt_postgres.postgres__snapshot_get_time": {"name": "postgres__snapshot_get_time", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/timestamps.sql", "original_file_path": "macros/timestamps.sql", "unique_id": "macro.dbt_postgres.postgres__snapshot_get_time", "macro_sql": "{% macro postgres__snapshot_get_time() -%}\n {{ current_timestamp() }}::timestamp without time zone\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.current_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667567.8651361, "supported_languages": null}, "macro.dbt_postgres.postgres__current_timestamp_backcompat": {"name": "postgres__current_timestamp_backcompat", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/timestamps.sql", "original_file_path": "macros/timestamps.sql", "unique_id": "macro.dbt_postgres.postgres__current_timestamp_backcompat", "macro_sql": "{% macro postgres__current_timestamp_backcompat() %}\n current_timestamp::{{ type_timestamp() }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667567.865243, "supported_languages": null}, "macro.dbt_postgres.postgres__current_timestamp_in_utc_backcompat": {"name": "postgres__current_timestamp_in_utc_backcompat", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/timestamps.sql", "original_file_path": "macros/timestamps.sql", "unique_id": "macro.dbt_postgres.postgres__current_timestamp_in_utc_backcompat", "macro_sql": "{% macro postgres__current_timestamp_in_utc_backcompat() %}\n (current_timestamp at time zone 'utc')::{{ type_timestamp() }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667567.86534, "supported_languages": null}, "macro.dbt_postgres.postgres__get_catalog_relations": {"name": "postgres__get_catalog_relations", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/catalog.sql", "original_file_path": "macros/catalog.sql", "unique_id": "macro.dbt_postgres.postgres__get_catalog_relations", "macro_sql": "{% macro postgres__get_catalog_relations(information_schema, relations) -%}\n {%- call statement('catalog', fetch_result=True) -%}\n\n {#\n If the user has multiple databases set and the first one is wrong, this will fail.\n But we won't fail in the case where there are multiple quoting-difference-only dbs, which is better.\n #}\n {% set database = information_schema.database %}\n {{ adapter.verify_database(database) }}\n\n select\n '{{ database }}' as table_database,\n sch.nspname as table_schema,\n tbl.relname as table_name,\n case tbl.relkind\n when 'v' then 'VIEW'\n when 'm' then 'MATERIALIZED VIEW'\n else 'BASE TABLE'\n end as table_type,\n tbl_desc.description as table_comment,\n col.attname as column_name,\n col.attnum as column_index,\n pg_catalog.format_type(col.atttypid, col.atttypmod) as column_type,\n col_desc.description as column_comment,\n pg_get_userbyid(tbl.relowner) as table_owner\n\n from pg_catalog.pg_namespace sch\n join pg_catalog.pg_class tbl on tbl.relnamespace = sch.oid\n join pg_catalog.pg_attribute col on col.attrelid = tbl.oid\n left outer join pg_catalog.pg_description tbl_desc on (tbl_desc.objoid = tbl.oid and tbl_desc.objsubid = 0)\n left outer join pg_catalog.pg_description col_desc on (col_desc.objoid = tbl.oid and col_desc.objsubid = col.attnum)\n where (\n {%- for relation in relations -%}\n {%- if relation.identifier -%}\n (upper(sch.nspname) = upper('{{ relation.schema }}') and\n upper(tbl.relname) = upper('{{ relation.identifier }}'))\n {%- else-%}\n upper(sch.nspname) = upper('{{ relation.schema }}')\n {%- endif -%}\n {%- if not loop.last %} or {% endif -%}\n {%- endfor -%}\n )\n and not pg_is_other_temp_schema(sch.oid) -- not a temporary schema belonging to another session\n and tbl.relpersistence in ('p', 'u') -- [p]ermanent table or [u]nlogged table. Exclude [t]emporary tables\n and tbl.relkind in ('r', 'v', 'f', 'p', 'm') -- o[r]dinary table, [v]iew, [f]oreign table, [p]artitioned table, [m]aterialized view. Other values are [i]ndex, [S]equence, [c]omposite type, [t]OAST table\n and col.attnum > 0 -- negative numbers are used for system columns such as oid\n and not col.attisdropped -- column as not been dropped\n\n order by\n sch.nspname,\n tbl.relname,\n col.attnum\n\n {%- endcall -%}\n\n {{ return(load_result('catalog').table) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667567.866785, "supported_languages": null}, "macro.dbt_postgres.postgres__get_catalog": {"name": "postgres__get_catalog", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/catalog.sql", "original_file_path": "macros/catalog.sql", "unique_id": "macro.dbt_postgres.postgres__get_catalog", "macro_sql": "{% macro postgres__get_catalog(information_schema, schemas) -%}\n {%- set relations = [] -%}\n {%- for schema in schemas -%}\n {%- set dummy = relations.append({'schema': schema}) -%}\n {%- endfor -%}\n {{ return(postgres__get_catalog_relations(information_schema, relations)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_catalog_relations"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667567.867135, "supported_languages": null}, "macro.dbt_postgres.postgres__get_relations": {"name": "postgres__get_relations", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations.sql", "original_file_path": "macros/relations.sql", "unique_id": "macro.dbt_postgres.postgres__get_relations", "macro_sql": "{% macro postgres__get_relations() -%}\n\n {#\n -- in pg_depend, objid is the dependent, refobjid is the referenced object\n -- > a pg_depend entry indicates that the referenced object cannot be\n -- > dropped without also dropping the dependent object.\n #}\n\n {%- call statement('relations', fetch_result=True) -%}\n with relation as (\n select\n pg_rewrite.ev_class as class,\n pg_rewrite.oid as id\n from pg_rewrite\n ),\n class as (\n select\n oid as id,\n relname as name,\n relnamespace as schema,\n relkind as kind\n from pg_class\n ),\n dependency as (\n select distinct\n pg_depend.objid as id,\n pg_depend.refobjid as ref\n from pg_depend\n ),\n schema as (\n select\n pg_namespace.oid as id,\n pg_namespace.nspname as name\n from pg_namespace\n where nspname != 'information_schema' and nspname not like 'pg\\_%'\n ),\n referenced as (\n select\n relation.id AS id,\n referenced_class.name ,\n referenced_class.schema ,\n referenced_class.kind\n from relation\n join class as referenced_class on relation.class=referenced_class.id\n where referenced_class.kind in ('r', 'v', 'm')\n ),\n relationships as (\n select\n referenced.name as referenced_name,\n referenced.schema as referenced_schema_id,\n dependent_class.name as dependent_name,\n dependent_class.schema as dependent_schema_id,\n referenced.kind as kind\n from referenced\n join dependency on referenced.id=dependency.id\n join class as dependent_class on dependency.ref=dependent_class.id\n where\n (referenced.name != dependent_class.name or\n referenced.schema != dependent_class.schema)\n )\n\n select\n referenced_schema.name as referenced_schema,\n relationships.referenced_name as referenced_name,\n dependent_schema.name as dependent_schema,\n relationships.dependent_name as dependent_name\n from relationships\n join schema as dependent_schema on relationships.dependent_schema_id=dependent_schema.id\n join schema as referenced_schema on relationships.referenced_schema_id=referenced_schema.id\n group by referenced_schema, referenced_name, dependent_schema, dependent_name\n order by referenced_schema, referenced_name, dependent_schema, dependent_name;\n\n {%- endcall -%}\n\n {{ return(load_result('relations').table) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667567.867824, "supported_languages": null}, "macro.dbt_postgres.postgres_get_relations": {"name": "postgres_get_relations", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations.sql", "original_file_path": "macros/relations.sql", "unique_id": "macro.dbt_postgres.postgres_get_relations", "macro_sql": "{% macro postgres_get_relations() %}\n {{ return(postgres__get_relations()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_relations"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667567.867956, "supported_languages": null}, "macro.dbt_postgres.postgres__create_table_as": {"name": "postgres__create_table_as", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__create_table_as", "macro_sql": "{% macro postgres__create_table_as(temporary, relation, sql) -%}\n {%- set unlogged = config.get('unlogged', default=false) -%}\n {%- set sql_header = config.get('sql_header', none) -%}\n\n {{ sql_header if sql_header is not none }}\n\n create {% if temporary -%}\n temporary\n {%- elif unlogged -%}\n unlogged\n {%- endif %} table {{ relation }}\n {% set contract_config = config.get('contract') %}\n {% if contract_config.enforced %}\n {{ get_assert_columns_equivalent(sql) }}\n {% endif -%}\n {% if contract_config.enforced and (not temporary) -%}\n {{ get_table_columns_and_constraints() }} ;\n insert into {{ relation }} (\n {{ adapter.dispatch('get_column_names', 'dbt')() }}\n )\n {%- set sql = get_select_subquery(sql) %}\n {% else %}\n as\n {% endif %}\n (\n {{ sql }}\n );\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.get_assert_columns_equivalent", "macro.dbt.get_table_columns_and_constraints", "macro.dbt.default__get_column_names", "macro.dbt.get_select_subquery"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667567.876111, "supported_languages": null}, "macro.dbt_postgres.postgres__get_create_index_sql": {"name": "postgres__get_create_index_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__get_create_index_sql", "macro_sql": "{% macro postgres__get_create_index_sql(relation, index_dict) -%}\n {%- set index_config = adapter.parse_index(index_dict) -%}\n {%- set comma_separated_columns = \", \".join(index_config.columns) -%}\n {%- set index_name = index_config.render(relation) -%}\n\n create {% if index_config.unique -%}\n unique\n {%- endif %} index if not exists\n \"{{ index_name }}\"\n on {{ relation }} {% if index_config.type -%}\n using {{ index_config.type }}\n {%- endif %}\n ({{ comma_separated_columns }});\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667567.8765812, "supported_languages": null}, "macro.dbt_postgres.postgres__create_schema": {"name": "postgres__create_schema", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__create_schema", "macro_sql": "{% macro postgres__create_schema(relation) -%}\n {% if relation.database -%}\n {{ adapter.verify_database(relation.database) }}\n {%- endif -%}\n {%- call statement('create_schema') -%}\n create schema if not exists {{ relation.without_identifier().include(database=False) }}\n {%- endcall -%}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667567.876873, "supported_languages": null}, "macro.dbt_postgres.postgres__drop_schema": {"name": "postgres__drop_schema", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__drop_schema", "macro_sql": "{% macro postgres__drop_schema(relation) -%}\n {% if relation.database -%}\n {{ adapter.verify_database(relation.database) }}\n {%- endif -%}\n {%- call statement('drop_schema') -%}\n drop schema if exists {{ relation.without_identifier().include(database=False) }} cascade\n {%- endcall -%}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667567.8771682, "supported_languages": null}, "macro.dbt_postgres.postgres__get_columns_in_relation": {"name": "postgres__get_columns_in_relation", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__get_columns_in_relation", "macro_sql": "{% macro postgres__get_columns_in_relation(relation) -%}\n {% call statement('get_columns_in_relation', fetch_result=True) %}\n select\n column_name,\n data_type,\n character_maximum_length,\n numeric_precision,\n numeric_scale\n\n from {{ relation.information_schema('columns') }}\n where table_name = '{{ relation.identifier }}'\n {% if relation.schema %}\n and table_schema = '{{ relation.schema }}'\n {% endif %}\n order by ordinal_position\n\n {% endcall %}\n {% set table = load_result('get_columns_in_relation').table %}\n {{ return(sql_convert_columns_in_relation(table)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.sql_convert_columns_in_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667567.877724, "supported_languages": null}, "macro.dbt_postgres.postgres__list_relations_without_caching": {"name": "postgres__list_relations_without_caching", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__list_relations_without_caching", "macro_sql": "{% macro postgres__list_relations_without_caching(schema_relation) %}\n {% call statement('list_relations_without_caching', fetch_result=True) -%}\n select\n '{{ schema_relation.database }}' as database,\n tablename as name,\n schemaname as schema,\n 'table' as type\n from pg_tables\n where schemaname ilike '{{ schema_relation.schema }}'\n union all\n select\n '{{ schema_relation.database }}' as database,\n viewname as name,\n schemaname as schema,\n 'view' as type\n from pg_views\n where schemaname ilike '{{ schema_relation.schema }}'\n union all\n select\n '{{ schema_relation.database }}' as database,\n matviewname as name,\n schemaname as schema,\n 'materialized_view' as type\n from pg_matviews\n where schemaname ilike '{{ schema_relation.schema }}'\n {% endcall %}\n {{ return(load_result('list_relations_without_caching').table) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667567.878272, "supported_languages": null}, "macro.dbt_postgres.postgres__information_schema_name": {"name": "postgres__information_schema_name", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__information_schema_name", "macro_sql": "{% macro postgres__information_schema_name(database) -%}\n {% if database_name -%}\n {{ adapter.verify_database(database_name) }}\n {%- endif -%}\n information_schema\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667567.878443, "supported_languages": null}, "macro.dbt_postgres.postgres__list_schemas": {"name": "postgres__list_schemas", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__list_schemas", "macro_sql": "{% macro postgres__list_schemas(database) %}\n {% if database -%}\n {{ adapter.verify_database(database) }}\n {%- endif -%}\n {% call statement('list_schemas', fetch_result=True, auto_begin=False) %}\n select distinct nspname from pg_namespace\n {% endcall %}\n {{ return(load_result('list_schemas').table) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667567.8787751, "supported_languages": null}, "macro.dbt_postgres.postgres__check_schema_exists": {"name": "postgres__check_schema_exists", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__check_schema_exists", "macro_sql": "{% macro postgres__check_schema_exists(information_schema, schema) -%}\n {% if information_schema.database -%}\n {{ adapter.verify_database(information_schema.database) }}\n {%- endif -%}\n {% call statement('check_schema_exists', fetch_result=True, auto_begin=False) %}\n select count(*) from pg_namespace where nspname = '{{ schema }}'\n {% endcall %}\n {{ return(load_result('check_schema_exists').table) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667567.879144, "supported_languages": null}, "macro.dbt_postgres.postgres__make_relation_with_suffix": {"name": "postgres__make_relation_with_suffix", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__make_relation_with_suffix", "macro_sql": "{% macro postgres__make_relation_with_suffix(base_relation, suffix, dstring) %}\n {% if dstring %}\n {% set dt = modules.datetime.datetime.now() %}\n {% set dtstring = dt.strftime(\"%H%M%S%f\") %}\n {% set suffix = suffix ~ dtstring %}\n {% endif %}\n {% set suffix_length = suffix|length %}\n {% set relation_max_name_length = base_relation.relation_max_name_length() %}\n {% if suffix_length > relation_max_name_length %}\n {% do exceptions.raise_compiler_error('Relation suffix is too long (' ~ suffix_length ~ ' characters). Maximum length is ' ~ relation_max_name_length ~ ' characters.') %}\n {% endif %}\n {% set identifier = base_relation.identifier[:relation_max_name_length - suffix_length] ~ suffix %}\n\n {{ return(base_relation.incorporate(path={\"identifier\": identifier })) }}\n\n {% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667567.879967, "supported_languages": null}, "macro.dbt_postgres.postgres__make_intermediate_relation": {"name": "postgres__make_intermediate_relation", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__make_intermediate_relation", "macro_sql": "{% macro postgres__make_intermediate_relation(base_relation, suffix) %}\n {{ return(postgres__make_relation_with_suffix(base_relation, suffix, dstring=False)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__make_relation_with_suffix"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667567.8801548, "supported_languages": null}, "macro.dbt_postgres.postgres__make_temp_relation": {"name": "postgres__make_temp_relation", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__make_temp_relation", "macro_sql": "{% macro postgres__make_temp_relation(base_relation, suffix) %}\n {% set temp_relation = postgres__make_relation_with_suffix(base_relation, suffix, dstring=True) %}\n {{ return(temp_relation.incorporate(path={\"schema\": none,\n \"database\": none})) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__make_relation_with_suffix"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667567.880469, "supported_languages": null}, "macro.dbt_postgres.postgres__make_backup_relation": {"name": "postgres__make_backup_relation", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__make_backup_relation", "macro_sql": "{% macro postgres__make_backup_relation(base_relation, backup_relation_type, suffix) %}\n {% set backup_relation = postgres__make_relation_with_suffix(base_relation, suffix, dstring=False) %}\n {{ return(backup_relation.incorporate(type=backup_relation_type)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__make_relation_with_suffix"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667567.880733, "supported_languages": null}, "macro.dbt_postgres.postgres_escape_comment": {"name": "postgres_escape_comment", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres_escape_comment", "macro_sql": "{% macro postgres_escape_comment(comment) -%}\n {% if comment is not string %}\n {% do exceptions.raise_compiler_error('cannot escape a non-string: ' ~ comment) %}\n {% endif %}\n {%- set magic = '$dbt_comment_literal_block$' -%}\n {%- if magic in comment -%}\n {%- do exceptions.raise_compiler_error('The string ' ~ magic ~ ' is not allowed in comments.') -%}\n {%- endif -%}\n {{ magic }}{{ comment }}{{ magic }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667567.8811321, "supported_languages": null}, "macro.dbt_postgres.postgres__alter_relation_comment": {"name": "postgres__alter_relation_comment", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__alter_relation_comment", "macro_sql": "{% macro postgres__alter_relation_comment(relation, comment) %}\n {% set escaped_comment = postgres_escape_comment(comment) %}\n comment on {{ relation.type }} {{ relation }} is {{ escaped_comment }};\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres_escape_comment"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667567.881341, "supported_languages": null}, "macro.dbt_postgres.postgres__alter_column_comment": {"name": "postgres__alter_column_comment", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__alter_column_comment", "macro_sql": "{% macro postgres__alter_column_comment(relation, column_dict) %}\n {% set existing_columns = adapter.get_columns_in_relation(relation) | map(attribute=\"name\") | list %}\n {% for column_name in column_dict if (column_name in existing_columns) %}\n {% set comment = column_dict[column_name]['description'] %}\n {% set escaped_comment = postgres_escape_comment(comment) %}\n comment on column {{ relation }}.{{ adapter.quote(column_name) if column_dict[column_name]['quote'] else column_name }} is {{ escaped_comment }};\n {% endfor %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres_escape_comment"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667567.881899, "supported_languages": null}, "macro.dbt_postgres.postgres__get_show_grant_sql": {"name": "postgres__get_show_grant_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__get_show_grant_sql", "macro_sql": "\n\n{%- macro postgres__get_show_grant_sql(relation) -%}\n select grantee, privilege_type\n from {{ relation.information_schema('role_table_grants') }}\n where grantor = current_role\n and grantee != current_role\n and table_schema = '{{ relation.schema }}'\n and table_name = '{{ relation.identifier }}'\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667567.88209, "supported_languages": null}, "macro.dbt_postgres.postgres__copy_grants": {"name": "postgres__copy_grants", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__copy_grants", "macro_sql": "{% macro postgres__copy_grants() %}\n {{ return(False) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667567.882197, "supported_languages": null}, "macro.dbt_postgres.postgres__get_show_indexes_sql": {"name": "postgres__get_show_indexes_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__get_show_indexes_sql", "macro_sql": "{% macro postgres__get_show_indexes_sql(relation) %}\n select\n i.relname as name,\n m.amname as method,\n ix.indisunique as \"unique\",\n array_to_string(array_agg(a.attname), ',') as column_names\n from pg_index ix\n join pg_class i\n on i.oid = ix.indexrelid\n join pg_am m\n on m.oid=i.relam\n join pg_class t\n on t.oid = ix.indrelid\n join pg_namespace n\n on n.oid = t.relnamespace\n join pg_attribute a\n on a.attrelid = t.oid\n and a.attnum = ANY(ix.indkey)\n where t.relname = '{{ relation.identifier }}'\n and n.nspname = '{{ relation.schema }}'\n and t.relkind in ('r', 'm')\n group by 1, 2, 3\n order by 1, 2, 3\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667567.8823712, "supported_languages": null}, "macro.dbt_postgres.postgres__get_drop_index_sql": {"name": "postgres__get_drop_index_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__get_drop_index_sql", "macro_sql": "\n\n\n{%- macro postgres__get_drop_index_sql(relation, index_name) -%}\n drop index if exists \"{{ relation.schema }}\".\"{{ index_name }}\"\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667567.8825018, "supported_languages": null}, "macro.dbt_postgres.postgres__get_incremental_default_sql": {"name": "postgres__get_incremental_default_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/materializations/incremental_strategies.sql", "original_file_path": "macros/materializations/incremental_strategies.sql", "unique_id": "macro.dbt_postgres.postgres__get_incremental_default_sql", "macro_sql": "{% macro postgres__get_incremental_default_sql(arg_dict) %}\n\n {% if arg_dict[\"unique_key\"] %}\n {% do return(get_incremental_delete_insert_sql(arg_dict)) %}\n {% else %}\n {% do return(get_incremental_append_sql(arg_dict)) %}\n {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_incremental_delete_insert_sql", "macro.dbt.get_incremental_append_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667567.882876, "supported_languages": null}, "macro.dbt_postgres.postgres__snapshot_merge_sql": {"name": "postgres__snapshot_merge_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/materializations/snapshot_merge.sql", "original_file_path": "macros/materializations/snapshot_merge.sql", "unique_id": "macro.dbt_postgres.postgres__snapshot_merge_sql", "macro_sql": "{% macro postgres__snapshot_merge_sql(target, source, insert_cols) -%}\n {%- set insert_cols_csv = insert_cols | join(', ') -%}\n\n update {{ target }}\n set dbt_valid_to = DBT_INTERNAL_SOURCE.dbt_valid_to\n from {{ source }} as DBT_INTERNAL_SOURCE\n where DBT_INTERNAL_SOURCE.dbt_scd_id::text = {{ target }}.dbt_scd_id::text\n and DBT_INTERNAL_SOURCE.dbt_change_type::text in ('update'::text, 'delete'::text)\n and {{ target }}.dbt_valid_to is null;\n\n insert into {{ target }} ({{ insert_cols_csv }})\n select {% for column in insert_cols -%}\n DBT_INTERNAL_SOURCE.{{ column }} {%- if not loop.last %}, {%- endif %}\n {%- endfor %}\n from {{ source }} as DBT_INTERNAL_SOURCE\n where DBT_INTERNAL_SOURCE.dbt_change_type::text = 'insert'::text;\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667567.883548, "supported_languages": null}, "macro.dbt_postgres.postgres__drop_materialized_view": {"name": "postgres__drop_materialized_view", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations/materialized_view/drop.sql", "original_file_path": "macros/relations/materialized_view/drop.sql", "unique_id": "macro.dbt_postgres.postgres__drop_materialized_view", "macro_sql": "{% macro postgres__drop_materialized_view(relation) -%}\n drop materialized view if exists {{ relation }} cascade\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667567.883692, "supported_languages": null}, "macro.dbt_postgres.postgres__describe_materialized_view": {"name": "postgres__describe_materialized_view", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations/materialized_view/describe.sql", "original_file_path": "macros/relations/materialized_view/describe.sql", "unique_id": "macro.dbt_postgres.postgres__describe_materialized_view", "macro_sql": "{% macro postgres__describe_materialized_view(relation) %}\n -- for now just get the indexes, we don't need the name or the query yet\n {% set _indexes = run_query(get_show_indexes_sql(relation)) %}\n {% do return({'indexes': _indexes}) %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_query", "macro.dbt.get_show_indexes_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667567.8839738, "supported_languages": null}, "macro.dbt_postgres.postgres__refresh_materialized_view": {"name": "postgres__refresh_materialized_view", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations/materialized_view/refresh.sql", "original_file_path": "macros/relations/materialized_view/refresh.sql", "unique_id": "macro.dbt_postgres.postgres__refresh_materialized_view", "macro_sql": "{% macro postgres__refresh_materialized_view(relation) %}\n refresh materialized view {{ relation }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667567.884106, "supported_languages": null}, "macro.dbt_postgres.postgres__get_rename_materialized_view_sql": {"name": "postgres__get_rename_materialized_view_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations/materialized_view/rename.sql", "original_file_path": "macros/relations/materialized_view/rename.sql", "unique_id": "macro.dbt_postgres.postgres__get_rename_materialized_view_sql", "macro_sql": "{% macro postgres__get_rename_materialized_view_sql(relation, new_name) %}\n alter materialized view {{ relation }} rename to {{ new_name }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667567.8842611, "supported_languages": null}, "macro.dbt_postgres.postgres__get_alter_materialized_view_as_sql": {"name": "postgres__get_alter_materialized_view_as_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations/materialized_view/alter.sql", "original_file_path": "macros/relations/materialized_view/alter.sql", "unique_id": "macro.dbt_postgres.postgres__get_alter_materialized_view_as_sql", "macro_sql": "{% macro postgres__get_alter_materialized_view_as_sql(\n relation,\n configuration_changes,\n sql,\n existing_relation,\n backup_relation,\n intermediate_relation\n) %}\n\n -- apply a full refresh immediately if needed\n {% if configuration_changes.requires_full_refresh %}\n\n {{ get_replace_sql(existing_relation, relation, sql) }}\n\n -- otherwise apply individual changes as needed\n {% else %}\n\n {{ postgres__update_indexes_on_materialized_view(relation, configuration_changes.indexes) }}\n\n {%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_replace_sql", "macro.dbt_postgres.postgres__update_indexes_on_materialized_view"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667567.885281, "supported_languages": null}, "macro.dbt_postgres.postgres__update_indexes_on_materialized_view": {"name": "postgres__update_indexes_on_materialized_view", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations/materialized_view/alter.sql", "original_file_path": "macros/relations/materialized_view/alter.sql", "unique_id": "macro.dbt_postgres.postgres__update_indexes_on_materialized_view", "macro_sql": "\n\n\n{%- macro postgres__update_indexes_on_materialized_view(relation, index_changes) -%}\n {{- log(\"Applying UPDATE INDEXES to: \" ~ relation) -}}\n\n {%- for _index_change in index_changes -%}\n {%- set _index = _index_change.context -%}\n\n {%- if _index_change.action == \"drop\" -%}\n\n {{ postgres__get_drop_index_sql(relation, _index.name) }};\n\n {%- elif _index_change.action == \"create\" -%}\n\n {{ postgres__get_create_index_sql(relation, _index.as_node_config) }}\n\n {%- endif -%}\n\n {%- endfor -%}\n\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_drop_index_sql", "macro.dbt_postgres.postgres__get_create_index_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667567.885727, "supported_languages": null}, "macro.dbt_postgres.postgres__get_materialized_view_configuration_changes": {"name": "postgres__get_materialized_view_configuration_changes", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations/materialized_view/alter.sql", "original_file_path": "macros/relations/materialized_view/alter.sql", "unique_id": "macro.dbt_postgres.postgres__get_materialized_view_configuration_changes", "macro_sql": "{% macro postgres__get_materialized_view_configuration_changes(existing_relation, new_config) %}\n {% set _existing_materialized_view = postgres__describe_materialized_view(existing_relation) %}\n {% set _configuration_changes = existing_relation.get_materialized_view_config_change_collection(_existing_materialized_view, new_config) %}\n {% do return(_configuration_changes) %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__describe_materialized_view"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667567.885994, "supported_languages": null}, "macro.dbt_postgres.postgres__get_create_materialized_view_as_sql": {"name": "postgres__get_create_materialized_view_as_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations/materialized_view/create.sql", "original_file_path": "macros/relations/materialized_view/create.sql", "unique_id": "macro.dbt_postgres.postgres__get_create_materialized_view_as_sql", "macro_sql": "{% macro postgres__get_create_materialized_view_as_sql(relation, sql) %}\n create materialized view if not exists {{ relation }} as {{ sql }};\n\n {% for _index_dict in config.get('indexes', []) -%}\n {{- get_create_index_sql(relation, _index_dict) -}}\n {%- endfor -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_create_index_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667567.886322, "supported_languages": null}, "macro.dbt_postgres.postgres__drop_table": {"name": "postgres__drop_table", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations/table/drop.sql", "original_file_path": "macros/relations/table/drop.sql", "unique_id": "macro.dbt_postgres.postgres__drop_table", "macro_sql": "{% macro postgres__drop_table(relation) -%}\n drop table if exists {{ relation }} cascade\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667567.886446, "supported_languages": null}, "macro.dbt_postgres.postgres__get_replace_table_sql": {"name": "postgres__get_replace_table_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations/table/replace.sql", "original_file_path": "macros/relations/table/replace.sql", "unique_id": "macro.dbt_postgres.postgres__get_replace_table_sql", "macro_sql": "{% macro postgres__get_replace_table_sql(relation, sql) -%}\n\n {%- set sql_header = config.get('sql_header', none) -%}\n {{ sql_header if sql_header is not none }}\n\n create or replace table {{ relation }}\n {% set contract_config = config.get('contract') %}\n {% if contract_config.enforced %}\n {{ get_assert_columns_equivalent(sql) }}\n {{ get_table_columns_and_constraints() }}\n {%- set sql = get_select_subquery(sql) %}\n {% endif %}\n as (\n {{ sql }}\n );\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.get_assert_columns_equivalent", "macro.dbt.get_table_columns_and_constraints", "macro.dbt.get_select_subquery"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667567.8870778, "supported_languages": null}, "macro.dbt_postgres.postgres__get_rename_table_sql": {"name": "postgres__get_rename_table_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations/table/rename.sql", "original_file_path": "macros/relations/table/rename.sql", "unique_id": "macro.dbt_postgres.postgres__get_rename_table_sql", "macro_sql": "{% macro postgres__get_rename_table_sql(relation, new_name) %}\n alter table {{ relation }} rename to {{ new_name }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667567.8872352, "supported_languages": null}, "macro.dbt_postgres.postgres__drop_view": {"name": "postgres__drop_view", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations/view/drop.sql", "original_file_path": "macros/relations/view/drop.sql", "unique_id": "macro.dbt_postgres.postgres__drop_view", "macro_sql": "{% macro postgres__drop_view(relation) -%}\n drop view if exists {{ relation }} cascade\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667567.887351, "supported_languages": null}, "macro.dbt_postgres.postgres__get_replace_view_sql": {"name": "postgres__get_replace_view_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations/view/replace.sql", "original_file_path": "macros/relations/view/replace.sql", "unique_id": "macro.dbt_postgres.postgres__get_replace_view_sql", "macro_sql": "{% macro postgres__get_replace_view_sql(relation, sql) -%}\n\n {%- set sql_header = config.get('sql_header', none) -%}\n {{ sql_header if sql_header is not none }}\n\n create or replace view {{ relation }}\n {% set contract_config = config.get('contract') %}\n {% if contract_config.enforced %}\n {{ get_assert_columns_equivalent(sql) }}\n {%- endif %}\n as (\n {{ sql }}\n );\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.get_assert_columns_equivalent"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667567.887841, "supported_languages": null}, "macro.dbt_postgres.postgres__get_rename_view_sql": {"name": "postgres__get_rename_view_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations/view/rename.sql", "original_file_path": "macros/relations/view/rename.sql", "unique_id": "macro.dbt_postgres.postgres__get_rename_view_sql", "macro_sql": "{% macro postgres__get_rename_view_sql(relation, new_name) %}\n alter view {{ relation }} rename to {{ new_name }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667567.887994, "supported_languages": null}, "macro.dbt_postgres.postgres__dateadd": {"name": "postgres__dateadd", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/utils/dateadd.sql", "original_file_path": "macros/utils/dateadd.sql", "unique_id": "macro.dbt_postgres.postgres__dateadd", "macro_sql": "{% macro postgres__dateadd(datepart, interval, from_date_or_timestamp) %}\n\n {{ from_date_or_timestamp }} + ((interval '1 {{ datepart }}') * ({{ interval }}))\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667567.888192, "supported_languages": null}, "macro.dbt_postgres.postgres__listagg": {"name": "postgres__listagg", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/utils/listagg.sql", "original_file_path": "macros/utils/listagg.sql", "unique_id": "macro.dbt_postgres.postgres__listagg", "macro_sql": "{% macro postgres__listagg(measure, delimiter_text, order_by_clause, limit_num) -%}\n\n {% if limit_num -%}\n array_to_string(\n (array_agg(\n {{ measure }}\n {% if order_by_clause -%}\n {{ order_by_clause }}\n {%- endif %}\n ))[1:{{ limit_num }}],\n {{ delimiter_text }}\n )\n {%- else %}\n string_agg(\n {{ measure }},\n {{ delimiter_text }}\n {% if order_by_clause -%}\n {{ order_by_clause }}\n {%- endif %}\n )\n {%- endif %}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667567.888741, "supported_languages": null}, "macro.dbt_postgres.postgres__datediff": {"name": "postgres__datediff", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/utils/datediff.sql", "original_file_path": "macros/utils/datediff.sql", "unique_id": "macro.dbt_postgres.postgres__datediff", "macro_sql": "{% macro postgres__datediff(first_date, second_date, datepart) -%}\n\n {% if datepart == 'year' %}\n (date_part('year', ({{second_date}})::date) - date_part('year', ({{first_date}})::date))\n {% elif datepart == 'quarter' %}\n ({{ datediff(first_date, second_date, 'year') }} * 4 + date_part('quarter', ({{second_date}})::date) - date_part('quarter', ({{first_date}})::date))\n {% elif datepart == 'month' %}\n ({{ datediff(first_date, second_date, 'year') }} * 12 + date_part('month', ({{second_date}})::date) - date_part('month', ({{first_date}})::date))\n {% elif datepart == 'day' %}\n (({{second_date}})::date - ({{first_date}})::date)\n {% elif datepart == 'week' %}\n ({{ datediff(first_date, second_date, 'day') }} / 7 + case\n when date_part('dow', ({{first_date}})::timestamp) <= date_part('dow', ({{second_date}})::timestamp) then\n case when {{first_date}} <= {{second_date}} then 0 else -1 end\n else\n case when {{first_date}} <= {{second_date}} then 1 else 0 end\n end)\n {% elif datepart == 'hour' %}\n ({{ datediff(first_date, second_date, 'day') }} * 24 + date_part('hour', ({{second_date}})::timestamp) - date_part('hour', ({{first_date}})::timestamp))\n {% elif datepart == 'minute' %}\n ({{ datediff(first_date, second_date, 'hour') }} * 60 + date_part('minute', ({{second_date}})::timestamp) - date_part('minute', ({{first_date}})::timestamp))\n {% elif datepart == 'second' %}\n ({{ datediff(first_date, second_date, 'minute') }} * 60 + floor(date_part('second', ({{second_date}})::timestamp)) - floor(date_part('second', ({{first_date}})::timestamp)))\n {% elif datepart == 'millisecond' %}\n ({{ datediff(first_date, second_date, 'minute') }} * 60000 + floor(date_part('millisecond', ({{second_date}})::timestamp)) - floor(date_part('millisecond', ({{first_date}})::timestamp)))\n {% elif datepart == 'microsecond' %}\n ({{ datediff(first_date, second_date, 'minute') }} * 60000000 + floor(date_part('microsecond', ({{second_date}})::timestamp)) - floor(date_part('microsecond', ({{first_date}})::timestamp)))\n {% else %}\n {{ exceptions.raise_compiler_error(\"Unsupported datepart for macro datediff in postgres: {!r}\".format(datepart)) }}\n {% endif %}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.datediff"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667567.891733, "supported_languages": null}, "macro.dbt_postgres.postgres__any_value": {"name": "postgres__any_value", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/utils/any_value.sql", "original_file_path": "macros/utils/any_value.sql", "unique_id": "macro.dbt_postgres.postgres__any_value", "macro_sql": "{% macro postgres__any_value(expression) -%}\n\n min({{ expression }})\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667567.891962, "supported_languages": null}, "macro.dbt_postgres.postgres__last_day": {"name": "postgres__last_day", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/utils/last_day.sql", "original_file_path": "macros/utils/last_day.sql", "unique_id": "macro.dbt_postgres.postgres__last_day", "macro_sql": "{% macro postgres__last_day(date, datepart) -%}\n\n {%- if datepart == 'quarter' -%}\n -- postgres dateadd does not support quarter interval.\n cast(\n {{dbt.dateadd('day', '-1',\n dbt.dateadd('month', '3', dbt.date_trunc(datepart, date))\n )}}\n as date)\n {%- else -%}\n {{dbt.default_last_day(date, datepart)}}\n {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.dateadd", "macro.dbt.date_trunc", "macro.dbt.default_last_day"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667567.8925388, "supported_languages": null}, "macro.dbt_postgres.postgres__split_part": {"name": "postgres__split_part", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/utils/split_part.sql", "original_file_path": "macros/utils/split_part.sql", "unique_id": "macro.dbt_postgres.postgres__split_part", "macro_sql": "{% macro postgres__split_part(string_text, delimiter_text, part_number) %}\n\n {% if part_number >= 0 %}\n {{ dbt.default__split_part(string_text, delimiter_text, part_number) }}\n {% else %}\n {{ dbt._split_part_negative(string_text, delimiter_text, part_number) }}\n {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__split_part", "macro.dbt._split_part_negative"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667567.893014, "supported_languages": null}, "macro.dbt.run_hooks": {"name": "run_hooks", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/hooks.sql", "original_file_path": "macros/materializations/hooks.sql", "unique_id": "macro.dbt.run_hooks", "macro_sql": "{% macro run_hooks(hooks, inside_transaction=True) %}\n {% for hook in hooks | selectattr('transaction', 'equalto', inside_transaction) %}\n {% if not inside_transaction and loop.first %}\n {% call statement(auto_begin=inside_transaction) %}\n commit;\n {% endcall %}\n {% endif %}\n {% set rendered = render(hook.get('sql')) | trim %}\n {% if (rendered | length) > 0 %}\n {% call statement(auto_begin=inside_transaction) %}\n {{ rendered }}\n {% endcall %}\n {% endif %}\n {% endfor %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667567.894068, "supported_languages": null}, "macro.dbt.make_hook_config": {"name": "make_hook_config", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/hooks.sql", "original_file_path": "macros/materializations/hooks.sql", "unique_id": "macro.dbt.make_hook_config", "macro_sql": "{% macro make_hook_config(sql, inside_transaction) %}\n {{ tojson({\"sql\": sql, \"transaction\": inside_transaction}) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667567.894262, "supported_languages": null}, "macro.dbt.before_begin": {"name": "before_begin", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/hooks.sql", "original_file_path": "macros/materializations/hooks.sql", "unique_id": "macro.dbt.before_begin", "macro_sql": "{% macro before_begin(sql) %}\n {{ make_hook_config(sql, inside_transaction=False) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.make_hook_config"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667567.894399, "supported_languages": null}, "macro.dbt.in_transaction": {"name": "in_transaction", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/hooks.sql", "original_file_path": "macros/materializations/hooks.sql", "unique_id": "macro.dbt.in_transaction", "macro_sql": "{% macro in_transaction(sql) %}\n {{ make_hook_config(sql, inside_transaction=True) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.make_hook_config"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667567.8945332, "supported_languages": null}, "macro.dbt.after_commit": {"name": "after_commit", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/hooks.sql", "original_file_path": "macros/materializations/hooks.sql", "unique_id": "macro.dbt.after_commit", "macro_sql": "{% macro after_commit(sql) %}\n {{ make_hook_config(sql, inside_transaction=False) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.make_hook_config"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667567.894669, "supported_languages": null}, "macro.dbt.set_sql_header": {"name": "set_sql_header", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/configs.sql", "original_file_path": "macros/materializations/configs.sql", "unique_id": "macro.dbt.set_sql_header", "macro_sql": "{% macro set_sql_header(config) -%}\n {{ config.set('sql_header', caller()) }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667567.8950222, "supported_languages": null}, "macro.dbt.should_full_refresh": {"name": "should_full_refresh", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/configs.sql", "original_file_path": "macros/materializations/configs.sql", "unique_id": "macro.dbt.should_full_refresh", "macro_sql": "{% macro should_full_refresh() %}\n {% set config_full_refresh = config.get('full_refresh') %}\n {% if config_full_refresh is none %}\n {% set config_full_refresh = flags.FULL_REFRESH %}\n {% endif %}\n {% do return(config_full_refresh) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667567.895295, "supported_languages": null}, "macro.dbt.should_store_failures": {"name": "should_store_failures", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/configs.sql", "original_file_path": "macros/materializations/configs.sql", "unique_id": "macro.dbt.should_store_failures", "macro_sql": "{% macro should_store_failures() %}\n {% set config_store_failures = config.get('store_failures') %}\n {% if config_store_failures is none %}\n {% set config_store_failures = flags.STORE_FAILURES %}\n {% endif %}\n {% do return(config_store_failures) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667567.8955781, "supported_languages": null}, "macro.dbt.snapshot_merge_sql": {"name": "snapshot_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/snapshot_merge.sql", "original_file_path": "macros/materializations/snapshots/snapshot_merge.sql", "unique_id": "macro.dbt.snapshot_merge_sql", "macro_sql": "{% macro snapshot_merge_sql(target, source, insert_cols) -%}\n {{ adapter.dispatch('snapshot_merge_sql', 'dbt')(target, source, insert_cols) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__snapshot_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667567.8959758, "supported_languages": null}, "macro.dbt.default__snapshot_merge_sql": {"name": "default__snapshot_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/snapshot_merge.sql", "original_file_path": "macros/materializations/snapshots/snapshot_merge.sql", "unique_id": "macro.dbt.default__snapshot_merge_sql", "macro_sql": "{% macro default__snapshot_merge_sql(target, source, insert_cols) -%}\n {%- set insert_cols_csv = insert_cols | join(', ') -%}\n\n merge into {{ target }} as DBT_INTERNAL_DEST\n using {{ source }} as DBT_INTERNAL_SOURCE\n on DBT_INTERNAL_SOURCE.dbt_scd_id = DBT_INTERNAL_DEST.dbt_scd_id\n\n when matched\n and DBT_INTERNAL_DEST.dbt_valid_to is null\n and DBT_INTERNAL_SOURCE.dbt_change_type in ('update', 'delete')\n then update\n set dbt_valid_to = DBT_INTERNAL_SOURCE.dbt_valid_to\n\n when not matched\n and DBT_INTERNAL_SOURCE.dbt_change_type = 'insert'\n then insert ({{ insert_cols_csv }})\n values ({{ insert_cols_csv }})\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667567.896226, "supported_languages": null}, "macro.dbt.strategy_dispatch": {"name": "strategy_dispatch", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.strategy_dispatch", "macro_sql": "{% macro strategy_dispatch(name) -%}\n{% set original_name = name %}\n {% if '.' in name %}\n {% set package_name, name = name.split(\".\", 1) %}\n {% else %}\n {% set package_name = none %}\n {% endif %}\n\n {% if package_name is none %}\n {% set package_context = context %}\n {% elif package_name in context %}\n {% set package_context = context[package_name] %}\n {% else %}\n {% set error_msg %}\n Could not find package '{{package_name}}', called with '{{original_name}}'\n {% endset %}\n {{ exceptions.raise_compiler_error(error_msg | trim) }}\n {% endif %}\n\n {%- set search_name = 'snapshot_' ~ name ~ '_strategy' -%}\n\n {% if search_name not in package_context %}\n {% set error_msg %}\n The specified strategy macro '{{name}}' was not found in package '{{ package_name }}'\n {% endset %}\n {{ exceptions.raise_compiler_error(error_msg | trim) }}\n {% endif %}\n {{ return(package_context[search_name]) }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667567.899385, "supported_languages": null}, "macro.dbt.snapshot_hash_arguments": {"name": "snapshot_hash_arguments", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.snapshot_hash_arguments", "macro_sql": "{% macro snapshot_hash_arguments(args) -%}\n {{ adapter.dispatch('snapshot_hash_arguments', 'dbt')(args) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__snapshot_hash_arguments"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667567.899541, "supported_languages": null}, "macro.dbt.default__snapshot_hash_arguments": {"name": "default__snapshot_hash_arguments", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.default__snapshot_hash_arguments", "macro_sql": "{% macro default__snapshot_hash_arguments(args) -%}\n md5({%- for arg in args -%}\n coalesce(cast({{ arg }} as varchar ), '')\n {% if not loop.last %} || '|' || {% endif %}\n {%- endfor -%})\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667567.899738, "supported_languages": null}, "macro.dbt.snapshot_timestamp_strategy": {"name": "snapshot_timestamp_strategy", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.snapshot_timestamp_strategy", "macro_sql": "{% macro snapshot_timestamp_strategy(node, snapshotted_rel, current_rel, config, target_exists) %}\n {% set primary_key = config['unique_key'] %}\n {% set updated_at = config['updated_at'] %}\n {% set invalidate_hard_deletes = config.get('invalidate_hard_deletes', false) %}\n\n {#/*\n The snapshot relation might not have an {{ updated_at }} value if the\n snapshot strategy is changed from `check` to `timestamp`. We\n should use a dbt-created column for the comparison in the snapshot\n table instead of assuming that the user-supplied {{ updated_at }}\n will be present in the historical data.\n\n See https://github.com/dbt-labs/dbt-core/issues/2350\n */ #}\n {% set row_changed_expr -%}\n ({{ snapshotted_rel }}.dbt_valid_from < {{ current_rel }}.{{ updated_at }})\n {%- endset %}\n\n {% set scd_id_expr = snapshot_hash_arguments([primary_key, updated_at]) %}\n\n {% do return({\n \"unique_key\": primary_key,\n \"updated_at\": updated_at,\n \"row_changed\": row_changed_expr,\n \"scd_id\": scd_id_expr,\n \"invalidate_hard_deletes\": invalidate_hard_deletes\n }) %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.snapshot_hash_arguments"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667567.900383, "supported_languages": null}, "macro.dbt.snapshot_string_as_time": {"name": "snapshot_string_as_time", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.snapshot_string_as_time", "macro_sql": "{% macro snapshot_string_as_time(timestamp) -%}\n {{ adapter.dispatch('snapshot_string_as_time', 'dbt')(timestamp) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__snapshot_string_as_time"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667567.900658, "supported_languages": null}, "macro.dbt.default__snapshot_string_as_time": {"name": "default__snapshot_string_as_time", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.default__snapshot_string_as_time", "macro_sql": "{% macro default__snapshot_string_as_time(timestamp) %}\n {% do exceptions.raise_not_implemented(\n 'snapshot_string_as_time macro not implemented for adapter '+adapter.type()\n ) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667567.900885, "supported_languages": null}, "macro.dbt.snapshot_check_all_get_existing_columns": {"name": "snapshot_check_all_get_existing_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.snapshot_check_all_get_existing_columns", "macro_sql": "{% macro snapshot_check_all_get_existing_columns(node, target_exists, check_cols_config) -%}\n {%- if not target_exists -%}\n {#-- no table yet -> return whatever the query does --#}\n {{ return((false, query_columns)) }}\n {%- endif -%}\n\n {#-- handle any schema changes --#}\n {%- set target_relation = adapter.get_relation(database=node.database, schema=node.schema, identifier=node.alias) -%}\n\n {% if check_cols_config == 'all' %}\n {%- set query_columns = get_columns_in_query(node['compiled_code']) -%}\n\n {% elif check_cols_config is iterable and (check_cols_config | length) > 0 %}\n {#-- query for proper casing/quoting, to support comparison below --#}\n {%- set select_check_cols_from_target -%}\n {#-- N.B. The whitespace below is necessary to avoid edge case issue with comments --#}\n {#-- See: https://github.com/dbt-labs/dbt-core/issues/6781 --#}\n select {{ check_cols_config | join(', ') }} from (\n {{ node['compiled_code'] }}\n ) subq\n {%- endset -%}\n {% set query_columns = get_columns_in_query(select_check_cols_from_target) %}\n\n {% else %}\n {% do exceptions.raise_compiler_error(\"Invalid value for 'check_cols': \" ~ check_cols_config) %}\n {% endif %}\n\n {%- set existing_cols = adapter.get_columns_in_relation(target_relation) | map(attribute = 'name') | list -%}\n {%- set ns = namespace() -%} {#-- handle for-loop scoping with a namespace --#}\n {%- set ns.column_added = false -%}\n\n {%- set intersection = [] -%}\n {%- for col in query_columns -%}\n {%- if col in existing_cols -%}\n {%- do intersection.append(adapter.quote(col)) -%}\n {%- else -%}\n {% set ns.column_added = true %}\n {%- endif -%}\n {%- endfor -%}\n {{ return((ns.column_added, intersection)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.get_columns_in_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667567.90219, "supported_languages": null}, "macro.dbt.snapshot_check_strategy": {"name": "snapshot_check_strategy", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.snapshot_check_strategy", "macro_sql": "{% macro snapshot_check_strategy(node, snapshotted_rel, current_rel, config, target_exists) %}\n {% set check_cols_config = config['check_cols'] %}\n {% set primary_key = config['unique_key'] %}\n {% set invalidate_hard_deletes = config.get('invalidate_hard_deletes', false) %}\n {% set updated_at = config.get('updated_at', snapshot_get_time()) %}\n\n {% set column_added = false %}\n\n {% set column_added, check_cols = snapshot_check_all_get_existing_columns(node, target_exists, check_cols_config) %}\n\n {%- set row_changed_expr -%}\n (\n {%- if column_added -%}\n {{ get_true_sql() }}\n {%- else -%}\n {%- for col in check_cols -%}\n {{ snapshotted_rel }}.{{ col }} != {{ current_rel }}.{{ col }}\n or\n (\n (({{ snapshotted_rel }}.{{ col }} is null) and not ({{ current_rel }}.{{ col }} is null))\n or\n ((not {{ snapshotted_rel }}.{{ col }} is null) and ({{ current_rel }}.{{ col }} is null))\n )\n {%- if not loop.last %} or {% endif -%}\n {%- endfor -%}\n {%- endif -%}\n )\n {%- endset %}\n\n {% set scd_id_expr = snapshot_hash_arguments([primary_key, updated_at]) %}\n\n {% do return({\n \"unique_key\": primary_key,\n \"updated_at\": updated_at,\n \"row_changed\": row_changed_expr,\n \"scd_id\": scd_id_expr,\n \"invalidate_hard_deletes\": invalidate_hard_deletes\n }) %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.snapshot_get_time", "macro.dbt.snapshot_check_all_get_existing_columns", "macro.dbt.get_true_sql", "macro.dbt.snapshot_hash_arguments"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667567.903469, "supported_languages": null}, "macro.dbt.create_columns": {"name": "create_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.create_columns", "macro_sql": "{% macro create_columns(relation, columns) %}\n {{ adapter.dispatch('create_columns', 'dbt')(relation, columns) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__create_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667567.907089, "supported_languages": null}, "macro.dbt.default__create_columns": {"name": "default__create_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.default__create_columns", "macro_sql": "{% macro default__create_columns(relation, columns) %}\n {% for column in columns %}\n {% call statement() %}\n alter table {{ relation }} add column \"{{ column.name }}\" {{ column.data_type }};\n {% endcall %}\n {% endfor %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667567.9073632, "supported_languages": null}, "macro.dbt.post_snapshot": {"name": "post_snapshot", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.post_snapshot", "macro_sql": "{% macro post_snapshot(staging_relation) %}\n {{ adapter.dispatch('post_snapshot', 'dbt')(staging_relation) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__post_snapshot"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667567.907518, "supported_languages": null}, "macro.dbt.default__post_snapshot": {"name": "default__post_snapshot", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.default__post_snapshot", "macro_sql": "{% macro default__post_snapshot(staging_relation) %}\n {# no-op #}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667567.907603, "supported_languages": null}, "macro.dbt.get_true_sql": {"name": "get_true_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.get_true_sql", "macro_sql": "{% macro get_true_sql() %}\n {{ adapter.dispatch('get_true_sql', 'dbt')() }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_true_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667567.9077399, "supported_languages": null}, "macro.dbt.default__get_true_sql": {"name": "default__get_true_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.default__get_true_sql", "macro_sql": "{% macro default__get_true_sql() %}\n {{ return('TRUE') }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667567.907848, "supported_languages": null}, "macro.dbt.snapshot_staging_table": {"name": "snapshot_staging_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.snapshot_staging_table", "macro_sql": "{% macro snapshot_staging_table(strategy, source_sql, target_relation) -%}\n {{ adapter.dispatch('snapshot_staging_table', 'dbt')(strategy, source_sql, target_relation) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__snapshot_staging_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667567.908046, "supported_languages": null}, "macro.dbt.default__snapshot_staging_table": {"name": "default__snapshot_staging_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.default__snapshot_staging_table", "macro_sql": "{% macro default__snapshot_staging_table(strategy, source_sql, target_relation) -%}\n\n with snapshot_query as (\n\n {{ source_sql }}\n\n ),\n\n snapshotted_data as (\n\n select *,\n {{ strategy.unique_key }} as dbt_unique_key\n\n from {{ target_relation }}\n where dbt_valid_to is null\n\n ),\n\n insertions_source_data as (\n\n select\n *,\n {{ strategy.unique_key }} as dbt_unique_key,\n {{ strategy.updated_at }} as dbt_updated_at,\n {{ strategy.updated_at }} as dbt_valid_from,\n nullif({{ strategy.updated_at }}, {{ strategy.updated_at }}) as dbt_valid_to,\n {{ strategy.scd_id }} as dbt_scd_id\n\n from snapshot_query\n ),\n\n updates_source_data as (\n\n select\n *,\n {{ strategy.unique_key }} as dbt_unique_key,\n {{ strategy.updated_at }} as dbt_updated_at,\n {{ strategy.updated_at }} as dbt_valid_from,\n {{ strategy.updated_at }} as dbt_valid_to\n\n from snapshot_query\n ),\n\n {%- if strategy.invalidate_hard_deletes %}\n\n deletes_source_data as (\n\n select\n *,\n {{ strategy.unique_key }} as dbt_unique_key\n from snapshot_query\n ),\n {% endif %}\n\n insertions as (\n\n select\n 'insert' as dbt_change_type,\n source_data.*\n\n from insertions_source_data as source_data\n left outer join snapshotted_data on snapshotted_data.dbt_unique_key = source_data.dbt_unique_key\n where snapshotted_data.dbt_unique_key is null\n or (\n snapshotted_data.dbt_unique_key is not null\n and (\n {{ strategy.row_changed }}\n )\n )\n\n ),\n\n updates as (\n\n select\n 'update' as dbt_change_type,\n source_data.*,\n snapshotted_data.dbt_scd_id\n\n from updates_source_data as source_data\n join snapshotted_data on snapshotted_data.dbt_unique_key = source_data.dbt_unique_key\n where (\n {{ strategy.row_changed }}\n )\n )\n\n {%- if strategy.invalidate_hard_deletes -%}\n ,\n\n deletes as (\n\n select\n 'delete' as dbt_change_type,\n source_data.*,\n {{ snapshot_get_time() }} as dbt_valid_from,\n {{ snapshot_get_time() }} as dbt_updated_at,\n {{ snapshot_get_time() }} as dbt_valid_to,\n snapshotted_data.dbt_scd_id\n\n from snapshotted_data\n left join deletes_source_data as source_data on snapshotted_data.dbt_unique_key = source_data.dbt_unique_key\n where source_data.dbt_unique_key is null\n )\n {%- endif %}\n\n select * from insertions\n union all\n select * from updates\n {%- if strategy.invalidate_hard_deletes %}\n union all\n select * from deletes\n {%- endif %}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.snapshot_get_time"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667567.9088619, "supported_languages": null}, "macro.dbt.build_snapshot_table": {"name": "build_snapshot_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.build_snapshot_table", "macro_sql": "{% macro build_snapshot_table(strategy, sql) -%}\n {{ adapter.dispatch('build_snapshot_table', 'dbt')(strategy, sql) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__build_snapshot_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667567.909046, "supported_languages": null}, "macro.dbt.default__build_snapshot_table": {"name": "default__build_snapshot_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.default__build_snapshot_table", "macro_sql": "{% macro default__build_snapshot_table(strategy, sql) %}\n\n select *,\n {{ strategy.scd_id }} as dbt_scd_id,\n {{ strategy.updated_at }} as dbt_updated_at,\n {{ strategy.updated_at }} as dbt_valid_from,\n nullif({{ strategy.updated_at }}, {{ strategy.updated_at }}) as dbt_valid_to\n from (\n {{ sql }}\n ) sbq\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667567.909327, "supported_languages": null}, "macro.dbt.build_snapshot_staging_table": {"name": "build_snapshot_staging_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.build_snapshot_staging_table", "macro_sql": "{% macro build_snapshot_staging_table(strategy, sql, target_relation) %}\n {% set temp_relation = make_temp_relation(target_relation) %}\n\n {% set select = snapshot_staging_table(strategy, sql, target_relation) %}\n\n {% call statement('build_snapshot_staging_relation') %}\n {{ create_table_as(True, temp_relation, select) }}\n {% endcall %}\n\n {% do return(temp_relation) %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.make_temp_relation", "macro.dbt.snapshot_staging_table", "macro.dbt.statement", "macro.dbt.create_table_as"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667567.909749, "supported_languages": null}, "macro.dbt.materialization_snapshot_default": {"name": "materialization_snapshot_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/snapshot.sql", "original_file_path": "macros/materializations/snapshots/snapshot.sql", "unique_id": "macro.dbt.materialization_snapshot_default", "macro_sql": "{% materialization snapshot, default %}\n {%- set config = model['config'] -%}\n\n {%- set target_table = model.get('alias', model.get('name')) -%}\n\n {%- set strategy_name = config.get('strategy') -%}\n {%- set unique_key = config.get('unique_key') %}\n -- grab current tables grants config for comparision later on\n {%- set grant_config = config.get('grants') -%}\n\n {% set target_relation_exists, target_relation = get_or_create_relation(\n database=model.database,\n schema=model.schema,\n identifier=target_table,\n type='table') -%}\n\n {%- if not target_relation.is_table -%}\n {% do exceptions.relation_wrong_type(target_relation, 'table') %}\n {%- endif -%}\n\n\n {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n {% set strategy_macro = strategy_dispatch(strategy_name) %}\n {% set strategy = strategy_macro(model, \"snapshotted_data\", \"source_data\", config, target_relation_exists) %}\n\n {% if not target_relation_exists %}\n\n {% set build_sql = build_snapshot_table(strategy, model['compiled_code']) %}\n {% set final_sql = create_table_as(False, target_relation, build_sql) %}\n\n {% else %}\n\n {{ adapter.valid_snapshot_target(target_relation) }}\n\n {% set staging_table = build_snapshot_staging_table(strategy, sql, target_relation) %}\n\n -- this may no-op if the database does not require column expansion\n {% do adapter.expand_target_column_types(from_relation=staging_table,\n to_relation=target_relation) %}\n\n {% set missing_columns = adapter.get_missing_columns(staging_table, target_relation)\n | rejectattr('name', 'equalto', 'dbt_change_type')\n | rejectattr('name', 'equalto', 'DBT_CHANGE_TYPE')\n | rejectattr('name', 'equalto', 'dbt_unique_key')\n | rejectattr('name', 'equalto', 'DBT_UNIQUE_KEY')\n | list %}\n\n {% do create_columns(target_relation, missing_columns) %}\n\n {% set source_columns = adapter.get_columns_in_relation(staging_table)\n | rejectattr('name', 'equalto', 'dbt_change_type')\n | rejectattr('name', 'equalto', 'DBT_CHANGE_TYPE')\n | rejectattr('name', 'equalto', 'dbt_unique_key')\n | rejectattr('name', 'equalto', 'DBT_UNIQUE_KEY')\n | list %}\n\n {% set quoted_source_columns = [] %}\n {% for column in source_columns %}\n {% do quoted_source_columns.append(adapter.quote(column.name)) %}\n {% endfor %}\n\n {% set final_sql = snapshot_merge_sql(\n target = target_relation,\n source = staging_table,\n insert_cols = quoted_source_columns\n )\n %}\n\n {% endif %}\n\n {% call statement('main') %}\n {{ final_sql }}\n {% endcall %}\n\n {% set should_revoke = should_revoke(target_relation_exists, full_refresh_mode=False) %}\n {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n {% do persist_docs(target_relation, model) %}\n\n {% if not target_relation_exists %}\n {% do create_indexes(target_relation) %}\n {% endif %}\n\n {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n {{ adapter.commit() }}\n\n {% if staging_table is defined %}\n {% do post_snapshot(staging_table) %}\n {% endif %}\n\n {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n {{ return({'relations': [target_relation]}) }}\n\n{% endmaterialization %}", "depends_on": {"macros": ["macro.dbt.get_or_create_relation", "macro.dbt.run_hooks", "macro.dbt.strategy_dispatch", "macro.dbt.build_snapshot_table", "macro.dbt.create_table_as", "macro.dbt.build_snapshot_staging_table", "macro.dbt.create_columns", "macro.dbt.snapshot_merge_sql", "macro.dbt.statement", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs", "macro.dbt.create_indexes", "macro.dbt.post_snapshot"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667567.915194, "supported_languages": ["sql"]}, "macro.dbt.materialization_test_default": {"name": "materialization_test_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/tests/test.sql", "original_file_path": "macros/materializations/tests/test.sql", "unique_id": "macro.dbt.materialization_test_default", "macro_sql": "{%- materialization test, default -%}\n\n {% set relations = [] %}\n\n {% if should_store_failures() %}\n\n {% set identifier = model['alias'] %}\n {% set old_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) %}\n\n {% set store_failures_as = config.get('store_failures_as') %}\n -- if `--store-failures` is invoked via command line and `store_failures_as` is not set,\n -- config.get('store_failures_as', 'table') returns None, not 'table'\n {% if store_failures_as == none %}{% set store_failures_as = 'table' %}{% endif %}\n {% if store_failures_as not in ['table', 'view'] %}\n {{ exceptions.raise_compiler_error(\n \"'\" ~ store_failures_as ~ \"' is not a valid value for `store_failures_as`. \"\n \"Accepted values are: ['ephemeral', 'table', 'view']\"\n ) }}\n {% endif %}\n\n {% set target_relation = api.Relation.create(\n identifier=identifier, schema=schema, database=database, type=store_failures_as) -%} %}\n\n {% if old_relation %}\n {% do adapter.drop_relation(old_relation) %}\n {% endif %}\n\n {% call statement(auto_begin=True) %}\n {{ get_create_sql(target_relation, sql) }}\n {% endcall %}\n\n {% do relations.append(target_relation) %}\n\n {% set main_sql %}\n select *\n from {{ target_relation }}\n {% endset %}\n\n {{ adapter.commit() }}\n\n {% else %}\n\n {% set main_sql = sql %}\n\n {% endif %}\n\n {% set limit = config.get('limit') %}\n {% set fail_calc = config.get('fail_calc') %}\n {% set warn_if = config.get('warn_if') %}\n {% set error_if = config.get('error_if') %}\n\n {% call statement('main', fetch_result=True) -%}\n\n {{ get_test_sql(main_sql, fail_calc, warn_if, error_if, limit)}}\n\n {%- endcall %}\n\n {{ return({'relations': relations}) }}\n\n{%- endmaterialization -%}", "depends_on": {"macros": ["macro.dbt.should_store_failures", "macro.dbt.statement", "macro.dbt.get_create_sql", "macro.dbt.get_test_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667567.917706, "supported_languages": ["sql"]}, "macro.dbt.get_test_sql": {"name": "get_test_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/tests/helpers.sql", "original_file_path": "macros/materializations/tests/helpers.sql", "unique_id": "macro.dbt.get_test_sql", "macro_sql": "{% macro get_test_sql(main_sql, fail_calc, warn_if, error_if, limit) -%}\n {{ adapter.dispatch('get_test_sql', 'dbt')(main_sql, fail_calc, warn_if, error_if, limit) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_test_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667567.918141, "supported_languages": null}, "macro.dbt.default__get_test_sql": {"name": "default__get_test_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/tests/helpers.sql", "original_file_path": "macros/materializations/tests/helpers.sql", "unique_id": "macro.dbt.default__get_test_sql", "macro_sql": "{% macro default__get_test_sql(main_sql, fail_calc, warn_if, error_if, limit) -%}\n select\n {{ fail_calc }} as failures,\n {{ fail_calc }} {{ warn_if }} as should_warn,\n {{ fail_calc }} {{ error_if }} as should_error\n from (\n {{ main_sql }}\n {{ \"limit \" ~ limit if limit != none }}\n ) dbt_internal_test\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667567.918417, "supported_languages": null}, "macro.dbt.get_where_subquery": {"name": "get_where_subquery", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/tests/where_subquery.sql", "original_file_path": "macros/materializations/tests/where_subquery.sql", "unique_id": "macro.dbt.get_where_subquery", "macro_sql": "{% macro get_where_subquery(relation) -%}\n {% do return(adapter.dispatch('get_where_subquery', 'dbt')(relation)) %}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_where_subquery"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667567.9187489, "supported_languages": null}, "macro.dbt.default__get_where_subquery": {"name": "default__get_where_subquery", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/tests/where_subquery.sql", "original_file_path": "macros/materializations/tests/where_subquery.sql", "unique_id": "macro.dbt.default__get_where_subquery", "macro_sql": "{% macro default__get_where_subquery(relation) -%}\n {% set where = config.get('where', '') %}\n {% if where %}\n {%- set filtered -%}\n (select * from {{ relation }} where {{ where }}) dbt_subquery\n {%- endset -%}\n {% do return(filtered) %}\n {%- else -%}\n {% do return(relation) %}\n {%- endif -%}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667567.919162, "supported_languages": null}, "macro.dbt.materialization_materialized_view_default": {"name": "materialization_materialized_view_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/materialized_view.sql", "original_file_path": "macros/materializations/models/materialized_view.sql", "unique_id": "macro.dbt.materialization_materialized_view_default", "macro_sql": "{% materialization materialized_view, default %}\n {% set existing_relation = load_cached_relation(this) %}\n {% set target_relation = this.incorporate(type=this.MaterializedView) %}\n {% set intermediate_relation = make_intermediate_relation(target_relation) %}\n {% set backup_relation_type = target_relation.MaterializedView if existing_relation is none else existing_relation.type %}\n {% set backup_relation = make_backup_relation(target_relation, backup_relation_type) %}\n\n {{ materialized_view_setup(backup_relation, intermediate_relation, pre_hooks) }}\n\n {% set build_sql = materialized_view_get_build_sql(existing_relation, target_relation, backup_relation, intermediate_relation) %}\n\n {% if build_sql == '' %}\n {{ materialized_view_execute_no_op(target_relation) }}\n {% else %}\n {{ materialized_view_execute_build_sql(build_sql, existing_relation, target_relation, post_hooks) }}\n {% endif %}\n\n {{ materialized_view_teardown(backup_relation, intermediate_relation, post_hooks) }}\n\n {{ return({'relations': [target_relation]}) }}\n\n{% endmaterialization %}", "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.make_intermediate_relation", "macro.dbt.make_backup_relation", "macro.dbt.materialized_view_setup", "macro.dbt.materialized_view_get_build_sql", "macro.dbt.materialized_view_execute_no_op", "macro.dbt.materialized_view_execute_build_sql", "macro.dbt.materialized_view_teardown"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667567.923449, "supported_languages": ["sql"]}, "macro.dbt.materialized_view_setup": {"name": "materialized_view_setup", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/materialized_view.sql", "original_file_path": "macros/materializations/models/materialized_view.sql", "unique_id": "macro.dbt.materialized_view_setup", "macro_sql": "{% macro materialized_view_setup(backup_relation, intermediate_relation, pre_hooks) %}\n\n -- backup_relation and intermediate_relation should not already exist in the database\n -- it's possible these exist because of a previous run that exited unexpectedly\n {% set preexisting_backup_relation = load_cached_relation(backup_relation) %}\n {% set preexisting_intermediate_relation = load_cached_relation(intermediate_relation) %}\n\n -- drop the temp relations if they exist already in the database\n {{ drop_relation_if_exists(preexisting_backup_relation) }}\n {{ drop_relation_if_exists(preexisting_intermediate_relation) }}\n\n {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.drop_relation_if_exists", "macro.dbt.run_hooks"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667567.923815, "supported_languages": null}, "macro.dbt.materialized_view_teardown": {"name": "materialized_view_teardown", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/materialized_view.sql", "original_file_path": "macros/materializations/models/materialized_view.sql", "unique_id": "macro.dbt.materialized_view_teardown", "macro_sql": "{% macro materialized_view_teardown(backup_relation, intermediate_relation, post_hooks) %}\n\n -- drop the temp relations if they exist to leave the database clean for the next run\n {{ drop_relation_if_exists(backup_relation) }}\n {{ drop_relation_if_exists(intermediate_relation) }}\n\n {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.drop_relation_if_exists", "macro.dbt.run_hooks"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667567.924051, "supported_languages": null}, "macro.dbt.materialized_view_get_build_sql": {"name": "materialized_view_get_build_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/materialized_view.sql", "original_file_path": "macros/materializations/models/materialized_view.sql", "unique_id": "macro.dbt.materialized_view_get_build_sql", "macro_sql": "{% macro materialized_view_get_build_sql(existing_relation, target_relation, backup_relation, intermediate_relation) %}\n\n {% set full_refresh_mode = should_full_refresh() %}\n\n -- determine the scenario we're in: create, full_refresh, alter, refresh data\n {% if existing_relation is none %}\n {% set build_sql = get_create_materialized_view_as_sql(target_relation, sql) %}\n {% elif full_refresh_mode or not existing_relation.is_materialized_view %}\n {% set build_sql = get_replace_sql(existing_relation, target_relation, sql) %}\n {% else %}\n\n -- get config options\n {% set on_configuration_change = config.get('on_configuration_change') %}\n {% set configuration_changes = get_materialized_view_configuration_changes(existing_relation, config) %}\n\n {% if configuration_changes is none %}\n {% set build_sql = refresh_materialized_view(target_relation) %}\n\n {% elif on_configuration_change == 'apply' %}\n {% set build_sql = get_alter_materialized_view_as_sql(target_relation, configuration_changes, sql, existing_relation, backup_relation, intermediate_relation) %}\n {% elif on_configuration_change == 'continue' %}\n {% set build_sql = '' %}\n {{ exceptions.warn(\"Configuration changes were identified and `on_configuration_change` was set to `continue` for `\" ~ target_relation ~ \"`\") }}\n {% elif on_configuration_change == 'fail' %}\n {{ exceptions.raise_fail_fast_error(\"Configuration changes were identified and `on_configuration_change` was set to `fail` for `\" ~ target_relation ~ \"`\") }}\n\n {% else %}\n -- this only happens if the user provides a value other than `apply`, 'skip', 'fail'\n {{ exceptions.raise_compiler_error(\"Unexpected configuration scenario\") }}\n\n {% endif %}\n\n {% endif %}\n\n {% do return(build_sql) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.should_full_refresh", "macro.dbt.get_create_materialized_view_as_sql", "macro.dbt.get_replace_sql", "macro.dbt.get_materialized_view_configuration_changes", "macro.dbt.refresh_materialized_view", "macro.dbt.get_alter_materialized_view_as_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667567.925258, "supported_languages": null}, "macro.dbt.materialized_view_execute_no_op": {"name": "materialized_view_execute_no_op", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/materialized_view.sql", "original_file_path": "macros/materializations/models/materialized_view.sql", "unique_id": "macro.dbt.materialized_view_execute_no_op", "macro_sql": "{% macro materialized_view_execute_no_op(target_relation) %}\n {% do store_raw_result(\n name=\"main\",\n message=\"skip \" ~ target_relation,\n code=\"skip\",\n rows_affected=\"-1\"\n ) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667567.925489, "supported_languages": null}, "macro.dbt.materialized_view_execute_build_sql": {"name": "materialized_view_execute_build_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/materialized_view.sql", "original_file_path": "macros/materializations/models/materialized_view.sql", "unique_id": "macro.dbt.materialized_view_execute_build_sql", "macro_sql": "{% macro materialized_view_execute_build_sql(build_sql, existing_relation, target_relation, post_hooks) %}\n\n -- `BEGIN` happens here:\n {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n {% set grant_config = config.get('grants') %}\n\n {% call statement(name=\"main\") %}\n {{ build_sql }}\n {% endcall %}\n\n {% set should_revoke = should_revoke(existing_relation, full_refresh_mode=True) %}\n {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n {% do persist_docs(target_relation, model) %}\n\n {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n {{ adapter.commit() }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_hooks", "macro.dbt.statement", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667567.926103, "supported_languages": null}, "macro.dbt.materialization_view_default": {"name": "materialization_view_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/view.sql", "original_file_path": "macros/materializations/models/view.sql", "unique_id": "macro.dbt.materialization_view_default", "macro_sql": "{%- materialization view, default -%}\n\n {%- set existing_relation = load_cached_relation(this) -%}\n {%- set target_relation = this.incorporate(type='view') -%}\n {%- set intermediate_relation = make_intermediate_relation(target_relation) -%}\n\n -- the intermediate_relation should not already exist in the database; get_relation\n -- will return None in that case. Otherwise, we get a relation that we can drop\n -- later, before we try to use this name for the current operation\n {%- set preexisting_intermediate_relation = load_cached_relation(intermediate_relation) -%}\n /*\n This relation (probably) doesn't exist yet. If it does exist, it's a leftover from\n a previous run, and we're going to try to drop it immediately. At the end of this\n materialization, we're going to rename the \"existing_relation\" to this identifier,\n and then we're going to drop it. In order to make sure we run the correct one of:\n - drop view ...\n - drop table ...\n\n We need to set the type of this relation to be the type of the existing_relation, if it exists,\n or else \"view\" as a sane default if it does not. Note that if the existing_relation does not\n exist, then there is nothing to move out of the way and subsequentally drop. In that case,\n this relation will be effectively unused.\n */\n {%- set backup_relation_type = 'view' if existing_relation is none else existing_relation.type -%}\n {%- set backup_relation = make_backup_relation(target_relation, backup_relation_type) -%}\n -- as above, the backup_relation should not already exist\n {%- set preexisting_backup_relation = load_cached_relation(backup_relation) -%}\n -- grab current tables grants config for comparision later on\n {% set grant_config = config.get('grants') %}\n\n {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n -- drop the temp relations if they exist already in the database\n {{ drop_relation_if_exists(preexisting_intermediate_relation) }}\n {{ drop_relation_if_exists(preexisting_backup_relation) }}\n\n -- `BEGIN` happens here:\n {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n -- build model\n {% call statement('main') -%}\n {{ get_create_view_as_sql(intermediate_relation, sql) }}\n {%- endcall %}\n\n -- cleanup\n -- move the existing view out of the way\n {% if existing_relation is not none %}\n /* Do the equivalent of rename_if_exists. 'existing_relation' could have been dropped\n since the variable was first set. */\n {% set existing_relation = load_cached_relation(existing_relation) %}\n {% if existing_relation is not none %}\n {{ adapter.rename_relation(existing_relation, backup_relation) }}\n {% endif %}\n {% endif %}\n {{ adapter.rename_relation(intermediate_relation, target_relation) }}\n\n {% set should_revoke = should_revoke(existing_relation, full_refresh_mode=True) %}\n {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n {% do persist_docs(target_relation, model) %}\n\n {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n {{ adapter.commit() }}\n\n {{ drop_relation_if_exists(backup_relation) }}\n\n {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n {{ return({'relations': [target_relation]}) }}\n\n{%- endmaterialization -%}", "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.make_intermediate_relation", "macro.dbt.make_backup_relation", "macro.dbt.run_hooks", "macro.dbt.drop_relation_if_exists", "macro.dbt.statement", "macro.dbt.get_create_view_as_sql", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667567.9288478, "supported_languages": ["sql"]}, "macro.dbt.materialization_table_default": {"name": "materialization_table_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/table.sql", "original_file_path": "macros/materializations/models/table.sql", "unique_id": "macro.dbt.materialization_table_default", "macro_sql": "{% materialization table, default %}\n\n {%- set existing_relation = load_cached_relation(this) -%}\n {%- set target_relation = this.incorporate(type='table') %}\n {%- set intermediate_relation = make_intermediate_relation(target_relation) -%}\n -- the intermediate_relation should not already exist in the database; get_relation\n -- will return None in that case. Otherwise, we get a relation that we can drop\n -- later, before we try to use this name for the current operation\n {%- set preexisting_intermediate_relation = load_cached_relation(intermediate_relation) -%}\n /*\n See ../view/view.sql for more information about this relation.\n */\n {%- set backup_relation_type = 'table' if existing_relation is none else existing_relation.type -%}\n {%- set backup_relation = make_backup_relation(target_relation, backup_relation_type) -%}\n -- as above, the backup_relation should not already exist\n {%- set preexisting_backup_relation = load_cached_relation(backup_relation) -%}\n -- grab current tables grants config for comparision later on\n {% set grant_config = config.get('grants') %}\n\n -- drop the temp relations if they exist already in the database\n {{ drop_relation_if_exists(preexisting_intermediate_relation) }}\n {{ drop_relation_if_exists(preexisting_backup_relation) }}\n\n {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n -- `BEGIN` happens here:\n {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n -- build model\n {% call statement('main') -%}\n {{ get_create_table_as_sql(False, intermediate_relation, sql) }}\n {%- endcall %}\n\n -- cleanup\n {% if existing_relation is not none %}\n /* Do the equivalent of rename_if_exists. 'existing_relation' could have been dropped\n since the variable was first set. */\n {% set existing_relation = load_cached_relation(existing_relation) %}\n {% if existing_relation is not none %}\n {{ adapter.rename_relation(existing_relation, backup_relation) }}\n {% endif %}\n {% endif %}\n\n {{ adapter.rename_relation(intermediate_relation, target_relation) }}\n\n {% do create_indexes(target_relation) %}\n\n {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n {% set should_revoke = should_revoke(existing_relation, full_refresh_mode=True) %}\n {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n {% do persist_docs(target_relation, model) %}\n\n -- `COMMIT` happens here\n {{ adapter.commit() }}\n\n -- finally, drop the existing/backup relation after the commit\n {{ drop_relation_if_exists(backup_relation) }}\n\n {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n {{ return({'relations': [target_relation]}) }}\n{% endmaterialization %}", "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.make_intermediate_relation", "macro.dbt.make_backup_relation", "macro.dbt.drop_relation_if_exists", "macro.dbt.run_hooks", "macro.dbt.statement", "macro.dbt.get_create_table_as_sql", "macro.dbt.create_indexes", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667567.93151, "supported_languages": ["sql"]}, "macro.dbt.get_quoted_csv": {"name": "get_quoted_csv", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/column_helpers.sql", "original_file_path": "macros/materializations/models/incremental/column_helpers.sql", "unique_id": "macro.dbt.get_quoted_csv", "macro_sql": "{% macro get_quoted_csv(column_names) %}\n\n {% set quoted = [] %}\n {% for col in column_names -%}\n {%- do quoted.append(adapter.quote(col)) -%}\n {%- endfor %}\n\n {%- set dest_cols_csv = quoted | join(', ') -%}\n {{ return(dest_cols_csv) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667567.93296, "supported_languages": null}, "macro.dbt.diff_columns": {"name": "diff_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/column_helpers.sql", "original_file_path": "macros/materializations/models/incremental/column_helpers.sql", "unique_id": "macro.dbt.diff_columns", "macro_sql": "{% macro diff_columns(source_columns, target_columns) %}\n\n {% set result = [] %}\n {% set source_names = source_columns | map(attribute = 'column') | list %}\n {% set target_names = target_columns | map(attribute = 'column') | list %}\n\n {# --check whether the name attribute exists in the target - this does not perform a data type check #}\n {% for sc in source_columns %}\n {% if sc.name not in target_names %}\n {{ result.append(sc) }}\n {% endif %}\n {% endfor %}\n\n {{ return(result) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667567.9334831, "supported_languages": null}, "macro.dbt.diff_column_data_types": {"name": "diff_column_data_types", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/column_helpers.sql", "original_file_path": "macros/materializations/models/incremental/column_helpers.sql", "unique_id": "macro.dbt.diff_column_data_types", "macro_sql": "{% macro diff_column_data_types(source_columns, target_columns) %}\n\n {% set result = [] %}\n {% for sc in source_columns %}\n {% set tc = target_columns | selectattr(\"name\", \"equalto\", sc.name) | list | first %}\n {% if tc %}\n {% if sc.data_type != tc.data_type and not sc.can_expand_to(other_column=tc) %}\n {{ result.append( { 'column_name': tc.name, 'new_type': sc.data_type } ) }}\n {% endif %}\n {% endif %}\n {% endfor %}\n\n {{ return(result) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667567.934176, "supported_languages": null}, "macro.dbt.get_merge_update_columns": {"name": "get_merge_update_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/column_helpers.sql", "original_file_path": "macros/materializations/models/incremental/column_helpers.sql", "unique_id": "macro.dbt.get_merge_update_columns", "macro_sql": "{% macro get_merge_update_columns(merge_update_columns, merge_exclude_columns, dest_columns) %}\n {{ return(adapter.dispatch('get_merge_update_columns', 'dbt')(merge_update_columns, merge_exclude_columns, dest_columns)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_merge_update_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667567.9344609, "supported_languages": null}, "macro.dbt.default__get_merge_update_columns": {"name": "default__get_merge_update_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/column_helpers.sql", "original_file_path": "macros/materializations/models/incremental/column_helpers.sql", "unique_id": "macro.dbt.default__get_merge_update_columns", "macro_sql": "{% macro default__get_merge_update_columns(merge_update_columns, merge_exclude_columns, dest_columns) %}\n {%- set default_cols = dest_columns | map(attribute=\"quoted\") | list -%}\n\n {%- if merge_update_columns and merge_exclude_columns -%}\n {{ exceptions.raise_compiler_error(\n 'Model cannot specify merge_update_columns and merge_exclude_columns. Please update model to use only one config'\n )}}\n {%- elif merge_update_columns -%}\n {%- set update_columns = merge_update_columns -%}\n {%- elif merge_exclude_columns -%}\n {%- set update_columns = [] -%}\n {%- for column in dest_columns -%}\n {% if column.column | lower not in merge_exclude_columns | map(\"lower\") | list %}\n {%- do update_columns.append(column.quoted) -%}\n {% endif %}\n {%- endfor -%}\n {%- else -%}\n {%- set update_columns = default_cols -%}\n {%- endif -%}\n\n {{ return(update_columns) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667567.935149, "supported_languages": null}, "macro.dbt.get_merge_sql": {"name": "get_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "unique_id": "macro.dbt.get_merge_sql", "macro_sql": "{% macro get_merge_sql(target, source, unique_key, dest_columns, incremental_predicates=none) -%}\n -- back compat for old kwarg name\n {% set incremental_predicates = kwargs.get('predicates', incremental_predicates) %}\n {{ adapter.dispatch('get_merge_sql', 'dbt')(target, source, unique_key, dest_columns, incremental_predicates) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667567.940398, "supported_languages": null}, "macro.dbt.default__get_merge_sql": {"name": "default__get_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "unique_id": "macro.dbt.default__get_merge_sql", "macro_sql": "{% macro default__get_merge_sql(target, source, unique_key, dest_columns, incremental_predicates=none) -%}\n {%- set predicates = [] if incremental_predicates is none else [] + incremental_predicates -%}\n {%- set dest_cols_csv = get_quoted_csv(dest_columns | map(attribute=\"name\")) -%}\n {%- set merge_update_columns = config.get('merge_update_columns') -%}\n {%- set merge_exclude_columns = config.get('merge_exclude_columns') -%}\n {%- set update_columns = get_merge_update_columns(merge_update_columns, merge_exclude_columns, dest_columns) -%}\n {%- set sql_header = config.get('sql_header', none) -%}\n\n {% if unique_key %}\n {% if unique_key is sequence and unique_key is not mapping and unique_key is not string %}\n {% for key in unique_key %}\n {% set this_key_match %}\n DBT_INTERNAL_SOURCE.{{ key }} = DBT_INTERNAL_DEST.{{ key }}\n {% endset %}\n {% do predicates.append(this_key_match) %}\n {% endfor %}\n {% else %}\n {% set unique_key_match %}\n DBT_INTERNAL_SOURCE.{{ unique_key }} = DBT_INTERNAL_DEST.{{ unique_key }}\n {% endset %}\n {% do predicates.append(unique_key_match) %}\n {% endif %}\n {% else %}\n {% do predicates.append('FALSE') %}\n {% endif %}\n\n {{ sql_header if sql_header is not none }}\n\n merge into {{ target }} as DBT_INTERNAL_DEST\n using {{ source }} as DBT_INTERNAL_SOURCE\n on {{\"(\" ~ predicates | join(\") and (\") ~ \")\"}}\n\n {% if unique_key %}\n when matched then update set\n {% for column_name in update_columns -%}\n {{ column_name }} = DBT_INTERNAL_SOURCE.{{ column_name }}\n {%- if not loop.last %}, {%- endif %}\n {%- endfor %}\n {% endif %}\n\n when not matched then insert\n ({{ dest_cols_csv }})\n values\n ({{ dest_cols_csv }})\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_quoted_csv", "macro.dbt.get_merge_update_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667567.941818, "supported_languages": null}, "macro.dbt.get_delete_insert_merge_sql": {"name": "get_delete_insert_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "unique_id": "macro.dbt.get_delete_insert_merge_sql", "macro_sql": "{% macro get_delete_insert_merge_sql(target, source, unique_key, dest_columns, incremental_predicates) -%}\n {{ adapter.dispatch('get_delete_insert_merge_sql', 'dbt')(target, source, unique_key, dest_columns, incremental_predicates) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_delete_insert_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667567.9420521, "supported_languages": null}, "macro.dbt.default__get_delete_insert_merge_sql": {"name": "default__get_delete_insert_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "unique_id": "macro.dbt.default__get_delete_insert_merge_sql", "macro_sql": "{% macro default__get_delete_insert_merge_sql(target, source, unique_key, dest_columns, incremental_predicates) -%}\n\n {%- set dest_cols_csv = get_quoted_csv(dest_columns | map(attribute=\"name\")) -%}\n\n {% if unique_key %}\n {% if unique_key is sequence and unique_key is not string %}\n delete from {{target }}\n using {{ source }}\n where (\n {% for key in unique_key %}\n {{ source }}.{{ key }} = {{ target }}.{{ key }}\n {{ \"and \" if not loop.last}}\n {% endfor %}\n {% if incremental_predicates %}\n {% for predicate in incremental_predicates %}\n and {{ predicate }}\n {% endfor %}\n {% endif %}\n );\n {% else %}\n delete from {{ target }}\n where (\n {{ unique_key }}) in (\n select ({{ unique_key }})\n from {{ source }}\n )\n {%- if incremental_predicates %}\n {% for predicate in incremental_predicates %}\n and {{ predicate }}\n {% endfor %}\n {%- endif -%};\n\n {% endif %}\n {% endif %}\n\n insert into {{ target }} ({{ dest_cols_csv }})\n (\n select {{ dest_cols_csv }}\n from {{ source }}\n )\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.get_quoted_csv"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667567.94294, "supported_languages": null}, "macro.dbt.get_insert_overwrite_merge_sql": {"name": "get_insert_overwrite_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "unique_id": "macro.dbt.get_insert_overwrite_merge_sql", "macro_sql": "{% macro get_insert_overwrite_merge_sql(target, source, dest_columns, predicates, include_sql_header=false) -%}\n {{ adapter.dispatch('get_insert_overwrite_merge_sql', 'dbt')(target, source, dest_columns, predicates, include_sql_header) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_insert_overwrite_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667567.943188, "supported_languages": null}, "macro.dbt.default__get_insert_overwrite_merge_sql": {"name": "default__get_insert_overwrite_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "unique_id": "macro.dbt.default__get_insert_overwrite_merge_sql", "macro_sql": "{% macro default__get_insert_overwrite_merge_sql(target, source, dest_columns, predicates, include_sql_header) -%}\n {#-- The only time include_sql_header is True: --#}\n {#-- BigQuery + insert_overwrite strategy + \"static\" partitions config --#}\n {#-- We should consider including the sql header at the materialization level instead --#}\n\n {%- set predicates = [] if predicates is none else [] + predicates -%}\n {%- set dest_cols_csv = get_quoted_csv(dest_columns | map(attribute=\"name\")) -%}\n {%- set sql_header = config.get('sql_header', none) -%}\n\n {{ sql_header if sql_header is not none and include_sql_header }}\n\n merge into {{ target }} as DBT_INTERNAL_DEST\n using {{ source }} as DBT_INTERNAL_SOURCE\n on FALSE\n\n when not matched by source\n {% if predicates %} and {{ predicates | join(' and ') }} {% endif %}\n then delete\n\n when not matched then insert\n ({{ dest_cols_csv }})\n values\n ({{ dest_cols_csv }})\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_quoted_csv"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667567.943766, "supported_languages": null}, "macro.dbt.is_incremental": {"name": "is_incremental", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/is_incremental.sql", "original_file_path": "macros/materializations/models/incremental/is_incremental.sql", "unique_id": "macro.dbt.is_incremental", "macro_sql": "{% macro is_incremental() %}\n {#-- do not run introspective queries in parsing #}\n {% if not execute %}\n {{ return(False) }}\n {% else %}\n {% set relation = adapter.get_relation(this.database, this.schema, this.table) %}\n {{ return(relation is not none\n and relation.type == 'table'\n and model.config.materialized == 'incremental'\n and not should_full_refresh()) }}\n {% endif %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.should_full_refresh"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667567.944343, "supported_languages": null}, "macro.dbt.get_incremental_append_sql": {"name": "get_incremental_append_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.get_incremental_append_sql", "macro_sql": "{% macro get_incremental_append_sql(arg_dict) %}\n\n {{ return(adapter.dispatch('get_incremental_append_sql', 'dbt')(arg_dict)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_incremental_append_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667567.945162, "supported_languages": null}, "macro.dbt.default__get_incremental_append_sql": {"name": "default__get_incremental_append_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.default__get_incremental_append_sql", "macro_sql": "{% macro default__get_incremental_append_sql(arg_dict) %}\n\n {% do return(get_insert_into_sql(arg_dict[\"target_relation\"], arg_dict[\"temp_relation\"], arg_dict[\"dest_columns\"])) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_insert_into_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667567.9453871, "supported_languages": null}, "macro.dbt.get_incremental_delete_insert_sql": {"name": "get_incremental_delete_insert_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.get_incremental_delete_insert_sql", "macro_sql": "{% macro get_incremental_delete_insert_sql(arg_dict) %}\n\n {{ return(adapter.dispatch('get_incremental_delete_insert_sql', 'dbt')(arg_dict)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_incremental_delete_insert_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667567.945573, "supported_languages": null}, "macro.dbt.default__get_incremental_delete_insert_sql": {"name": "default__get_incremental_delete_insert_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.default__get_incremental_delete_insert_sql", "macro_sql": "{% macro default__get_incremental_delete_insert_sql(arg_dict) %}\n\n {% do return(get_delete_insert_merge_sql(arg_dict[\"target_relation\"], arg_dict[\"temp_relation\"], arg_dict[\"unique_key\"], arg_dict[\"dest_columns\"], arg_dict[\"incremental_predicates\"])) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_delete_insert_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667567.945853, "supported_languages": null}, "macro.dbt.get_incremental_merge_sql": {"name": "get_incremental_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.get_incremental_merge_sql", "macro_sql": "{% macro get_incremental_merge_sql(arg_dict) %}\n\n {{ return(adapter.dispatch('get_incremental_merge_sql', 'dbt')(arg_dict)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_incremental_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667567.9461062, "supported_languages": null}, "macro.dbt.default__get_incremental_merge_sql": {"name": "default__get_incremental_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.default__get_incremental_merge_sql", "macro_sql": "{% macro default__get_incremental_merge_sql(arg_dict) %}\n\n {% do return(get_merge_sql(arg_dict[\"target_relation\"], arg_dict[\"temp_relation\"], arg_dict[\"unique_key\"], arg_dict[\"dest_columns\"], arg_dict[\"incremental_predicates\"])) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667567.9463859, "supported_languages": null}, "macro.dbt.get_incremental_insert_overwrite_sql": {"name": "get_incremental_insert_overwrite_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.get_incremental_insert_overwrite_sql", "macro_sql": "{% macro get_incremental_insert_overwrite_sql(arg_dict) %}\n\n {{ return(adapter.dispatch('get_incremental_insert_overwrite_sql', 'dbt')(arg_dict)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_incremental_insert_overwrite_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667567.94656, "supported_languages": null}, "macro.dbt.default__get_incremental_insert_overwrite_sql": {"name": "default__get_incremental_insert_overwrite_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.default__get_incremental_insert_overwrite_sql", "macro_sql": "{% macro default__get_incremental_insert_overwrite_sql(arg_dict) %}\n\n {% do return(get_insert_overwrite_merge_sql(arg_dict[\"target_relation\"], arg_dict[\"temp_relation\"], arg_dict[\"dest_columns\"], arg_dict[\"incremental_predicates\"])) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_insert_overwrite_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667567.9468129, "supported_languages": null}, "macro.dbt.get_incremental_default_sql": {"name": "get_incremental_default_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.get_incremental_default_sql", "macro_sql": "{% macro get_incremental_default_sql(arg_dict) %}\n\n {{ return(adapter.dispatch('get_incremental_default_sql', 'dbt')(arg_dict)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_incremental_default_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667567.946985, "supported_languages": null}, "macro.dbt.default__get_incremental_default_sql": {"name": "default__get_incremental_default_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.default__get_incremental_default_sql", "macro_sql": "{% macro default__get_incremental_default_sql(arg_dict) %}\n\n {% do return(get_incremental_append_sql(arg_dict)) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_incremental_append_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667567.947127, "supported_languages": null}, "macro.dbt.get_insert_into_sql": {"name": "get_insert_into_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.get_insert_into_sql", "macro_sql": "{% macro get_insert_into_sql(target_relation, temp_relation, dest_columns) %}\n\n {%- set dest_cols_csv = get_quoted_csv(dest_columns | map(attribute=\"name\")) -%}\n\n insert into {{ target_relation }} ({{ dest_cols_csv }})\n (\n select {{ dest_cols_csv }}\n from {{ temp_relation }}\n )\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_quoted_csv"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667567.947383, "supported_languages": null}, "macro.dbt.materialization_incremental_default": {"name": "materialization_incremental_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/incremental.sql", "original_file_path": "macros/materializations/models/incremental/incremental.sql", "unique_id": "macro.dbt.materialization_incremental_default", "macro_sql": "{% materialization incremental, default -%}\n\n -- relations\n {%- set existing_relation = load_cached_relation(this) -%}\n {%- set target_relation = this.incorporate(type='table') -%}\n {%- set temp_relation = make_temp_relation(target_relation)-%}\n {%- set intermediate_relation = make_intermediate_relation(target_relation)-%}\n {%- set backup_relation_type = 'table' if existing_relation is none else existing_relation.type -%}\n {%- set backup_relation = make_backup_relation(target_relation, backup_relation_type) -%}\n\n -- configs\n {%- set unique_key = config.get('unique_key') -%}\n {%- set full_refresh_mode = (should_full_refresh() or existing_relation.is_view) -%}\n {%- set on_schema_change = incremental_validate_on_schema_change(config.get('on_schema_change'), default='ignore') -%}\n\n -- the temp_ and backup_ relations should not already exist in the database; get_relation\n -- will return None in that case. Otherwise, we get a relation that we can drop\n -- later, before we try to use this name for the current operation. This has to happen before\n -- BEGIN, in a separate transaction\n {%- set preexisting_intermediate_relation = load_cached_relation(intermediate_relation)-%}\n {%- set preexisting_backup_relation = load_cached_relation(backup_relation) -%}\n -- grab current tables grants config for comparision later on\n {% set grant_config = config.get('grants') %}\n {{ drop_relation_if_exists(preexisting_intermediate_relation) }}\n {{ drop_relation_if_exists(preexisting_backup_relation) }}\n\n {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n -- `BEGIN` happens here:\n {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n {% set to_drop = [] %}\n\n {% if existing_relation is none %}\n {% set build_sql = get_create_table_as_sql(False, target_relation, sql) %}\n {% elif full_refresh_mode %}\n {% set build_sql = get_create_table_as_sql(False, intermediate_relation, sql) %}\n {% set need_swap = true %}\n {% else %}\n {% do run_query(get_create_table_as_sql(True, temp_relation, sql)) %}\n {% do adapter.expand_target_column_types(\n from_relation=temp_relation,\n to_relation=target_relation) %}\n {#-- Process schema changes. Returns dict of changes if successful. Use source columns for upserting/merging --#}\n {% set dest_columns = process_schema_changes(on_schema_change, temp_relation, existing_relation) %}\n {% if not dest_columns %}\n {% set dest_columns = adapter.get_columns_in_relation(existing_relation) %}\n {% endif %}\n\n {#-- Get the incremental_strategy, the macro to use for the strategy, and build the sql --#}\n {% set incremental_strategy = config.get('incremental_strategy') or 'default' %}\n {% set incremental_predicates = config.get('predicates', none) or config.get('incremental_predicates', none) %}\n {% set strategy_sql_macro_func = adapter.get_incremental_strategy_macro(context, incremental_strategy) %}\n {% set strategy_arg_dict = ({'target_relation': target_relation, 'temp_relation': temp_relation, 'unique_key': unique_key, 'dest_columns': dest_columns, 'incremental_predicates': incremental_predicates }) %}\n {% set build_sql = strategy_sql_macro_func(strategy_arg_dict) %}\n\n {% endif %}\n\n {% call statement(\"main\") %}\n {{ build_sql }}\n {% endcall %}\n\n {% if need_swap %}\n {% do adapter.rename_relation(target_relation, backup_relation) %}\n {% do adapter.rename_relation(intermediate_relation, target_relation) %}\n {% do to_drop.append(backup_relation) %}\n {% endif %}\n\n {% set should_revoke = should_revoke(existing_relation, full_refresh_mode) %}\n {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n {% do persist_docs(target_relation, model) %}\n\n {% if existing_relation is none or existing_relation.is_view or should_full_refresh() %}\n {% do create_indexes(target_relation) %}\n {% endif %}\n\n {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n -- `COMMIT` happens here\n {% do adapter.commit() %}\n\n {% for rel in to_drop %}\n {% do adapter.drop_relation(rel) %}\n {% endfor %}\n\n {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n {{ return({'relations': [target_relation]}) }}\n\n{%- endmaterialization %}", "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.make_temp_relation", "macro.dbt.make_intermediate_relation", "macro.dbt.make_backup_relation", "macro.dbt.should_full_refresh", "macro.dbt.incremental_validate_on_schema_change", "macro.dbt.drop_relation_if_exists", "macro.dbt.run_hooks", "macro.dbt.get_create_table_as_sql", "macro.dbt.run_query", "macro.dbt.process_schema_changes", "macro.dbt.statement", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs", "macro.dbt.create_indexes"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667567.952242, "supported_languages": ["sql"]}, "macro.dbt.incremental_validate_on_schema_change": {"name": "incremental_validate_on_schema_change", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/on_schema_change.sql", "original_file_path": "macros/materializations/models/incremental/on_schema_change.sql", "unique_id": "macro.dbt.incremental_validate_on_schema_change", "macro_sql": "{% macro incremental_validate_on_schema_change(on_schema_change, default='ignore') %}\n\n {% if on_schema_change not in ['sync_all_columns', 'append_new_columns', 'fail', 'ignore'] %}\n\n {% set log_message = 'Invalid value for on_schema_change (%s) specified. Setting default value of %s.' % (on_schema_change, default) %}\n {% do log(log_message) %}\n\n {{ return(default) }}\n\n {% else %}\n\n {{ return(on_schema_change) }}\n\n {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667567.9569468, "supported_languages": null}, "macro.dbt.check_for_schema_changes": {"name": "check_for_schema_changes", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/on_schema_change.sql", "original_file_path": "macros/materializations/models/incremental/on_schema_change.sql", "unique_id": "macro.dbt.check_for_schema_changes", "macro_sql": "{% macro check_for_schema_changes(source_relation, target_relation) %}\n\n {% set schema_changed = False %}\n\n {%- set source_columns = adapter.get_columns_in_relation(source_relation) -%}\n {%- set target_columns = adapter.get_columns_in_relation(target_relation) -%}\n {%- set source_not_in_target = diff_columns(source_columns, target_columns) -%}\n {%- set target_not_in_source = diff_columns(target_columns, source_columns) -%}\n\n {% set new_target_types = diff_column_data_types(source_columns, target_columns) %}\n\n {% if source_not_in_target != [] %}\n {% set schema_changed = True %}\n {% elif target_not_in_source != [] or new_target_types != [] %}\n {% set schema_changed = True %}\n {% elif new_target_types != [] %}\n {% set schema_changed = True %}\n {% endif %}\n\n {% set changes_dict = {\n 'schema_changed': schema_changed,\n 'source_not_in_target': source_not_in_target,\n 'target_not_in_source': target_not_in_source,\n 'source_columns': source_columns,\n 'target_columns': target_columns,\n 'new_target_types': new_target_types\n } %}\n\n {% set msg %}\n In {{ target_relation }}:\n Schema changed: {{ schema_changed }}\n Source columns not in target: {{ source_not_in_target }}\n Target columns not in source: {{ target_not_in_source }}\n New column types: {{ new_target_types }}\n {% endset %}\n\n {% do log(msg) %}\n\n {{ return(changes_dict) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.diff_columns", "macro.dbt.diff_column_data_types"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667567.958025, "supported_languages": null}, "macro.dbt.sync_column_schemas": {"name": "sync_column_schemas", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/on_schema_change.sql", "original_file_path": "macros/materializations/models/incremental/on_schema_change.sql", "unique_id": "macro.dbt.sync_column_schemas", "macro_sql": "{% macro sync_column_schemas(on_schema_change, target_relation, schema_changes_dict) %}\n\n {%- set add_to_target_arr = schema_changes_dict['source_not_in_target'] -%}\n\n {%- if on_schema_change == 'append_new_columns'-%}\n {%- if add_to_target_arr | length > 0 -%}\n {%- do alter_relation_add_remove_columns(target_relation, add_to_target_arr, none) -%}\n {%- endif -%}\n\n {% elif on_schema_change == 'sync_all_columns' %}\n {%- set remove_from_target_arr = schema_changes_dict['target_not_in_source'] -%}\n {%- set new_target_types = schema_changes_dict['new_target_types'] -%}\n\n {% if add_to_target_arr | length > 0 or remove_from_target_arr | length > 0 %}\n {%- do alter_relation_add_remove_columns(target_relation, add_to_target_arr, remove_from_target_arr) -%}\n {% endif %}\n\n {% if new_target_types != [] %}\n {% for ntt in new_target_types %}\n {% set column_name = ntt['column_name'] %}\n {% set new_type = ntt['new_type'] %}\n {% do alter_column_type(target_relation, column_name, new_type) %}\n {% endfor %}\n {% endif %}\n\n {% endif %}\n\n {% set schema_change_message %}\n In {{ target_relation }}:\n Schema change approach: {{ on_schema_change }}\n Columns added: {{ add_to_target_arr }}\n Columns removed: {{ remove_from_target_arr }}\n Data types changed: {{ new_target_types }}\n {% endset %}\n\n {% do log(schema_change_message) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.alter_relation_add_remove_columns", "macro.dbt.alter_column_type"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667567.959214, "supported_languages": null}, "macro.dbt.process_schema_changes": {"name": "process_schema_changes", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/on_schema_change.sql", "original_file_path": "macros/materializations/models/incremental/on_schema_change.sql", "unique_id": "macro.dbt.process_schema_changes", "macro_sql": "{% macro process_schema_changes(on_schema_change, source_relation, target_relation) %}\n\n {% if on_schema_change == 'ignore' %}\n\n {{ return({}) }}\n\n {% else %}\n\n {% set schema_changes_dict = check_for_schema_changes(source_relation, target_relation) %}\n\n {% if schema_changes_dict['schema_changed'] %}\n\n {% if on_schema_change == 'fail' %}\n\n {% set fail_msg %}\n The source and target schemas on this incremental model are out of sync!\n They can be reconciled in several ways:\n - set the `on_schema_change` config to either append_new_columns or sync_all_columns, depending on your situation.\n - Re-run the incremental model with `full_refresh: True` to update the target schema.\n - update the schema manually and re-run the process.\n\n Additional troubleshooting context:\n Source columns not in target: {{ schema_changes_dict['source_not_in_target'] }}\n Target columns not in source: {{ schema_changes_dict['target_not_in_source'] }}\n New column types: {{ schema_changes_dict['new_target_types'] }}\n {% endset %}\n\n {% do exceptions.raise_compiler_error(fail_msg) %}\n\n {# -- unless we ignore, run the sync operation per the config #}\n {% else %}\n\n {% do sync_column_schemas(on_schema_change, target_relation, schema_changes_dict) %}\n\n {% endif %}\n\n {% endif %}\n\n {{ return(schema_changes_dict['source_columns']) }}\n\n {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.check_for_schema_changes", "macro.dbt.sync_column_schemas"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667567.960067, "supported_languages": null}, "macro.dbt.can_clone_table": {"name": "can_clone_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/clone/can_clone_table.sql", "original_file_path": "macros/materializations/models/clone/can_clone_table.sql", "unique_id": "macro.dbt.can_clone_table", "macro_sql": "{% macro can_clone_table() %}\n {{ return(adapter.dispatch('can_clone_table', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__can_clone_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667567.960326, "supported_languages": null}, "macro.dbt.default__can_clone_table": {"name": "default__can_clone_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/clone/can_clone_table.sql", "original_file_path": "macros/materializations/models/clone/can_clone_table.sql", "unique_id": "macro.dbt.default__can_clone_table", "macro_sql": "{% macro default__can_clone_table() %}\n {{ return(False) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667567.960438, "supported_languages": null}, "macro.dbt.create_or_replace_clone": {"name": "create_or_replace_clone", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/clone/create_or_replace_clone.sql", "original_file_path": "macros/materializations/models/clone/create_or_replace_clone.sql", "unique_id": "macro.dbt.create_or_replace_clone", "macro_sql": "{% macro create_or_replace_clone(this_relation, defer_relation) %}\n {{ return(adapter.dispatch('create_or_replace_clone', 'dbt')(this_relation, defer_relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__create_or_replace_clone"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667567.960712, "supported_languages": null}, "macro.dbt.default__create_or_replace_clone": {"name": "default__create_or_replace_clone", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/clone/create_or_replace_clone.sql", "original_file_path": "macros/materializations/models/clone/create_or_replace_clone.sql", "unique_id": "macro.dbt.default__create_or_replace_clone", "macro_sql": "{% macro default__create_or_replace_clone(this_relation, defer_relation) %}\n create or replace table {{ this_relation }} clone {{ defer_relation }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667567.9608371, "supported_languages": null}, "macro.dbt.materialization_clone_default": {"name": "materialization_clone_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/clone/clone.sql", "original_file_path": "macros/materializations/models/clone/clone.sql", "unique_id": "macro.dbt.materialization_clone_default", "macro_sql": "{%- materialization clone, default -%}\n\n {%- set relations = {'relations': []} -%}\n\n {%- if not defer_relation -%}\n -- nothing to do\n {{ log(\"No relation found in state manifest for \" ~ model.unique_id, info=True) }}\n {{ return(relations) }}\n {%- endif -%}\n\n {%- set existing_relation = load_cached_relation(this) -%}\n\n {%- if existing_relation and not flags.FULL_REFRESH -%}\n -- noop!\n {{ log(\"Relation \" ~ existing_relation ~ \" already exists\", info=True) }}\n {{ return(relations) }}\n {%- endif -%}\n\n {%- set other_existing_relation = load_cached_relation(defer_relation) -%}\n\n -- If this is a database that can do zero-copy cloning of tables, and the other relation is a table, then this will be a table\n -- Otherwise, this will be a view\n\n {% set can_clone_table = can_clone_table() %}\n\n {%- if other_existing_relation and other_existing_relation.type == 'table' and can_clone_table -%}\n\n {%- set target_relation = this.incorporate(type='table') -%}\n {% if existing_relation is not none and not existing_relation.is_table %}\n {{ log(\"Dropping relation \" ~ existing_relation ~ \" because it is of type \" ~ existing_relation.type) }}\n {{ drop_relation_if_exists(existing_relation) }}\n {% endif %}\n\n -- as a general rule, data platforms that can clone tables can also do atomic 'create or replace'\n {% call statement('main') %}\n {% if target_relation and defer_relation and target_relation == defer_relation %}\n {{ log(\"Target relation and defer relation are the same, skipping clone for relation: \" ~ target_relation) }}\n {% else %}\n {{ create_or_replace_clone(target_relation, defer_relation) }}\n {% endif %}\n\n {% endcall %}\n\n {% set should_revoke = should_revoke(existing_relation, full_refresh_mode=True) %}\n {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n {% do persist_docs(target_relation, model) %}\n\n {{ return({'relations': [target_relation]}) }}\n\n {%- else -%}\n\n {%- set target_relation = this.incorporate(type='view') -%}\n\n -- reuse the view materialization\n -- TODO: support actual dispatch for materialization macros\n -- Tracking ticket: https://github.com/dbt-labs/dbt-core/issues/7799\n {% set search_name = \"materialization_view_\" ~ adapter.type() %}\n {% if not search_name in context %}\n {% set search_name = \"materialization_view_default\" %}\n {% endif %}\n {% set materialization_macro = context[search_name] %}\n {% set relations = materialization_macro() %}\n {{ return(relations) }}\n\n {%- endif -%}\n\n{%- endmaterialization -%}", "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.can_clone_table", "macro.dbt.drop_relation_if_exists", "macro.dbt.statement", "macro.dbt.create_or_replace_clone", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667567.964232, "supported_languages": ["sql"]}, "macro.dbt.materialization_seed_default": {"name": "materialization_seed_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/seed.sql", "original_file_path": "macros/materializations/seeds/seed.sql", "unique_id": "macro.dbt.materialization_seed_default", "macro_sql": "{% materialization seed, default %}\n\n {%- set identifier = model['alias'] -%}\n {%- set full_refresh_mode = (should_full_refresh()) -%}\n\n {%- set old_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) -%}\n\n {%- set exists_as_table = (old_relation is not none and old_relation.is_table) -%}\n {%- set exists_as_view = (old_relation is not none and old_relation.is_view) -%}\n\n {%- set grant_config = config.get('grants') -%}\n {%- set agate_table = load_agate_table() -%}\n -- grab current tables grants config for comparison later on\n\n {%- do store_result('agate_table', response='OK', agate_table=agate_table) -%}\n\n {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n -- `BEGIN` happens here:\n {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n -- build model\n {% set create_table_sql = \"\" %}\n {% if exists_as_view %}\n {{ exceptions.raise_compiler_error(\"Cannot seed to '{}', it is a view\".format(old_relation)) }}\n {% elif exists_as_table %}\n {% set create_table_sql = reset_csv_table(model, full_refresh_mode, old_relation, agate_table) %}\n {% else %}\n {% set create_table_sql = create_csv_table(model, agate_table) %}\n {% endif %}\n\n {% set code = 'CREATE' if full_refresh_mode else 'INSERT' %}\n {% set rows_affected = (agate_table.rows | length) %}\n {% set sql = load_csv_rows(model, agate_table) %}\n\n {% call noop_statement('main', code ~ ' ' ~ rows_affected, code, rows_affected) %}\n {{ get_csv_sql(create_table_sql, sql) }};\n {% endcall %}\n\n {% set target_relation = this.incorporate(type='table') %}\n\n {% set should_revoke = should_revoke(old_relation, full_refresh_mode) %}\n {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n {% do persist_docs(target_relation, model) %}\n\n {% if full_refresh_mode or not exists_as_table %}\n {% do create_indexes(target_relation) %}\n {% endif %}\n\n {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n -- `COMMIT` happens here\n {{ adapter.commit() }}\n\n {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n {{ return({'relations': [target_relation]}) }}\n\n{% endmaterialization %}", "depends_on": {"macros": ["macro.dbt.should_full_refresh", "macro.dbt.run_hooks", "macro.dbt.reset_csv_table", "macro.dbt.create_csv_table", "macro.dbt.load_csv_rows", "macro.dbt.noop_statement", "macro.dbt.get_csv_sql", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs", "macro.dbt.create_indexes"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667567.967241, "supported_languages": ["sql"]}, "macro.dbt.create_csv_table": {"name": "create_csv_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.create_csv_table", "macro_sql": "{% macro create_csv_table(model, agate_table) -%}\n {{ adapter.dispatch('create_csv_table', 'dbt')(model, agate_table) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__create_csv_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667567.971531, "supported_languages": null}, "macro.dbt.default__create_csv_table": {"name": "default__create_csv_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.default__create_csv_table", "macro_sql": "{% macro default__create_csv_table(model, agate_table) %}\n {%- set column_override = model['config'].get('column_types', {}) -%}\n {%- set quote_seed_column = model['config'].get('quote_columns', None) -%}\n\n {% set sql %}\n create table {{ this.render() }} (\n {%- for col_name in agate_table.column_names -%}\n {%- set inferred_type = adapter.convert_type(agate_table, loop.index0) -%}\n {%- set type = column_override.get(col_name, inferred_type) -%}\n {%- set column_name = (col_name | string) -%}\n {{ adapter.quote_seed_column(column_name, quote_seed_column) }} {{ type }} {%- if not loop.last -%}, {%- endif -%}\n {%- endfor -%}\n )\n {% endset %}\n\n {% call statement('_') -%}\n {{ sql }}\n {%- endcall %}\n\n {{ return(sql) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667567.972337, "supported_languages": null}, "macro.dbt.reset_csv_table": {"name": "reset_csv_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.reset_csv_table", "macro_sql": "{% macro reset_csv_table(model, full_refresh, old_relation, agate_table) -%}\n {{ adapter.dispatch('reset_csv_table', 'dbt')(model, full_refresh, old_relation, agate_table) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__reset_csv_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667567.972553, "supported_languages": null}, "macro.dbt.default__reset_csv_table": {"name": "default__reset_csv_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.default__reset_csv_table", "macro_sql": "{% macro default__reset_csv_table(model, full_refresh, old_relation, agate_table) %}\n {% set sql = \"\" %}\n {% if full_refresh %}\n {{ adapter.drop_relation(old_relation) }}\n {% set sql = create_csv_table(model, agate_table) %}\n {% else %}\n {{ adapter.truncate_relation(old_relation) }}\n {% set sql = \"truncate table \" ~ old_relation %}\n {% endif %}\n\n {{ return(sql) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.create_csv_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667567.972985, "supported_languages": null}, "macro.dbt.get_csv_sql": {"name": "get_csv_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.get_csv_sql", "macro_sql": "{% macro get_csv_sql(create_or_truncate_sql, insert_sql) %}\n {{ adapter.dispatch('get_csv_sql', 'dbt')(create_or_truncate_sql, insert_sql) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_csv_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667567.973163, "supported_languages": null}, "macro.dbt.default__get_csv_sql": {"name": "default__get_csv_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.default__get_csv_sql", "macro_sql": "{% macro default__get_csv_sql(create_or_truncate_sql, insert_sql) %}\n {{ create_or_truncate_sql }};\n -- dbt seed --\n {{ insert_sql }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667567.9732852, "supported_languages": null}, "macro.dbt.get_binding_char": {"name": "get_binding_char", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.get_binding_char", "macro_sql": "{% macro get_binding_char() -%}\n {{ adapter.dispatch('get_binding_char', 'dbt')() }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_binding_char"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667567.973419, "supported_languages": null}, "macro.dbt.default__get_binding_char": {"name": "default__get_binding_char", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.default__get_binding_char", "macro_sql": "{% macro default__get_binding_char() %}\n {{ return('%s') }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667567.973529, "supported_languages": null}, "macro.dbt.get_batch_size": {"name": "get_batch_size", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.get_batch_size", "macro_sql": "{% macro get_batch_size() -%}\n {{ return(adapter.dispatch('get_batch_size', 'dbt')()) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_batch_size"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667567.973684, "supported_languages": null}, "macro.dbt.default__get_batch_size": {"name": "default__get_batch_size", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.default__get_batch_size", "macro_sql": "{% macro default__get_batch_size() %}\n {{ return(10000) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667567.973797, "supported_languages": null}, "macro.dbt.get_seed_column_quoted_csv": {"name": "get_seed_column_quoted_csv", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.get_seed_column_quoted_csv", "macro_sql": "{% macro get_seed_column_quoted_csv(model, column_names) %}\n {%- set quote_seed_column = model['config'].get('quote_columns', None) -%}\n {% set quoted = [] %}\n {% for col in column_names -%}\n {%- do quoted.append(adapter.quote_seed_column(col, quote_seed_column)) -%}\n {%- endfor %}\n\n {%- set dest_cols_csv = quoted | join(', ') -%}\n {{ return(dest_cols_csv) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667567.974241, "supported_languages": null}, "macro.dbt.load_csv_rows": {"name": "load_csv_rows", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.load_csv_rows", "macro_sql": "{% macro load_csv_rows(model, agate_table) -%}\n {{ adapter.dispatch('load_csv_rows', 'dbt')(model, agate_table) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__load_csv_rows"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667567.974418, "supported_languages": null}, "macro.dbt.default__load_csv_rows": {"name": "default__load_csv_rows", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.default__load_csv_rows", "macro_sql": "{% macro default__load_csv_rows(model, agate_table) %}\n\n {% set batch_size = get_batch_size() %}\n\n {% set cols_sql = get_seed_column_quoted_csv(model, agate_table.column_names) %}\n {% set bindings = [] %}\n\n {% set statements = [] %}\n\n {% for chunk in agate_table.rows | batch(batch_size) %}\n {% set bindings = [] %}\n\n {% for row in chunk %}\n {% do bindings.extend(row) %}\n {% endfor %}\n\n {% set sql %}\n insert into {{ this.render() }} ({{ cols_sql }}) values\n {% for row in chunk -%}\n ({%- for column in agate_table.column_names -%}\n {{ get_binding_char() }}\n {%- if not loop.last%},{%- endif %}\n {%- endfor -%})\n {%- if not loop.last%},{%- endif %}\n {%- endfor %}\n {% endset %}\n\n {% do adapter.add_query(sql, bindings=bindings, abridge_sql_log=True) %}\n\n {% if loop.index0 == 0 %}\n {% do statements.append(sql) %}\n {% endif %}\n {% endfor %}\n\n {# Return SQL so we can render it out into the compiled files #}\n {{ return(statements[0]) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_batch_size", "macro.dbt.get_seed_column_quoted_csv", "macro.dbt.get_binding_char"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667567.975619, "supported_languages": null}, "macro.dbt.generate_alias_name": {"name": "generate_alias_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_alias.sql", "original_file_path": "macros/get_custom_name/get_custom_alias.sql", "unique_id": "macro.dbt.generate_alias_name", "macro_sql": "{% macro generate_alias_name(custom_alias_name=none, node=none) -%}\n {% do return(adapter.dispatch('generate_alias_name', 'dbt')(custom_alias_name, node)) %}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__generate_alias_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667567.976026, "supported_languages": null}, "macro.dbt.default__generate_alias_name": {"name": "default__generate_alias_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_alias.sql", "original_file_path": "macros/get_custom_name/get_custom_alias.sql", "unique_id": "macro.dbt.default__generate_alias_name", "macro_sql": "{% macro default__generate_alias_name(custom_alias_name=none, node=none) -%}\n\n {%- if custom_alias_name -%}\n\n {{ custom_alias_name | trim }}\n\n {%- elif node.version -%}\n\n {{ return(node.name ~ \"_v\" ~ (node.version | replace(\".\", \"_\"))) }}\n\n {%- else -%}\n\n {{ node.name }}\n\n {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667567.976385, "supported_languages": null}, "macro.dbt.generate_schema_name": {"name": "generate_schema_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_schema.sql", "original_file_path": "macros/get_custom_name/get_custom_schema.sql", "unique_id": "macro.dbt.generate_schema_name", "macro_sql": "{% macro generate_schema_name(custom_schema_name=none, node=none) -%}\n {{ return(adapter.dispatch('generate_schema_name', 'dbt')(custom_schema_name, node)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__generate_schema_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667567.976867, "supported_languages": null}, "macro.dbt.default__generate_schema_name": {"name": "default__generate_schema_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_schema.sql", "original_file_path": "macros/get_custom_name/get_custom_schema.sql", "unique_id": "macro.dbt.default__generate_schema_name", "macro_sql": "{% macro default__generate_schema_name(custom_schema_name, node) -%}\n\n {%- set default_schema = target.schema -%}\n {%- if custom_schema_name is none -%}\n\n {{ default_schema }}\n\n {%- else -%}\n\n {{ default_schema }}_{{ custom_schema_name | trim }}\n\n {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667567.977112, "supported_languages": null}, "macro.dbt.generate_schema_name_for_env": {"name": "generate_schema_name_for_env", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_schema.sql", "original_file_path": "macros/get_custom_name/get_custom_schema.sql", "unique_id": "macro.dbt.generate_schema_name_for_env", "macro_sql": "{% macro generate_schema_name_for_env(custom_schema_name, node) -%}\n\n {%- set default_schema = target.schema -%}\n {%- if target.name == 'prod' and custom_schema_name is not none -%}\n\n {{ custom_schema_name | trim }}\n\n {%- else -%}\n\n {{ default_schema }}\n\n {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667567.9773781, "supported_languages": null}, "macro.dbt.generate_database_name": {"name": "generate_database_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_database.sql", "original_file_path": "macros/get_custom_name/get_custom_database.sql", "unique_id": "macro.dbt.generate_database_name", "macro_sql": "{% macro generate_database_name(custom_database_name=none, node=none) -%}\n {% do return(adapter.dispatch('generate_database_name', 'dbt')(custom_database_name, node)) %}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__generate_database_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667567.977737, "supported_languages": null}, "macro.dbt.default__generate_database_name": {"name": "default__generate_database_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_database.sql", "original_file_path": "macros/get_custom_name/get_custom_database.sql", "unique_id": "macro.dbt.default__generate_database_name", "macro_sql": "{% macro default__generate_database_name(custom_database_name=none, node=none) -%}\n {%- set default_database = target.database -%}\n {%- if custom_database_name is none -%}\n\n {{ default_database }}\n\n {%- else -%}\n\n {{ custom_database_name }}\n\n {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667567.977967, "supported_languages": null}, "macro.dbt.get_drop_sql": {"name": "get_drop_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/drop.sql", "original_file_path": "macros/relations/drop.sql", "unique_id": "macro.dbt.get_drop_sql", "macro_sql": "{%- macro get_drop_sql(relation) -%}\n {{- log('Applying DROP to: ' ~ relation) -}}\n {{- adapter.dispatch('get_drop_sql', 'dbt')(relation) -}}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.default__get_drop_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667567.9786072, "supported_languages": null}, "macro.dbt.default__get_drop_sql": {"name": "default__get_drop_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/drop.sql", "original_file_path": "macros/relations/drop.sql", "unique_id": "macro.dbt.default__get_drop_sql", "macro_sql": "{%- macro default__get_drop_sql(relation) -%}\n\n {%- if relation.is_view -%}\n {{ drop_view(relation) }}\n\n {%- elif relation.is_table -%}\n {{ drop_table(relation) }}\n\n {%- elif relation.is_materialized_view -%}\n {{ drop_materialized_view(relation) }}\n\n {%- else -%}\n drop {{ relation.type }} if exists {{ relation }} cascade\n\n {%- endif -%}\n\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.drop_view", "macro.dbt.drop_table", "macro.dbt.drop_materialized_view"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667567.978951, "supported_languages": null}, "macro.dbt.drop_relation": {"name": "drop_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/drop.sql", "original_file_path": "macros/relations/drop.sql", "unique_id": "macro.dbt.drop_relation", "macro_sql": "{% macro drop_relation(relation) -%}\n {{ return(adapter.dispatch('drop_relation', 'dbt')(relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__drop_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667567.979124, "supported_languages": null}, "macro.dbt.default__drop_relation": {"name": "default__drop_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/drop.sql", "original_file_path": "macros/relations/drop.sql", "unique_id": "macro.dbt.default__drop_relation", "macro_sql": "{% macro default__drop_relation(relation) -%}\n {% call statement('drop_relation', auto_begin=False) -%}\n {{ get_drop_sql(relation) }}\n {%- endcall %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.get_drop_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667567.979431, "supported_languages": null}, "macro.dbt.drop_relation_if_exists": {"name": "drop_relation_if_exists", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/drop.sql", "original_file_path": "macros/relations/drop.sql", "unique_id": "macro.dbt.drop_relation_if_exists", "macro_sql": "{% macro drop_relation_if_exists(relation) %}\n {% if relation is not none %}\n {{ adapter.drop_relation(relation) }}\n {% endif %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667567.9796748, "supported_languages": null}, "macro.dbt.get_replace_sql": {"name": "get_replace_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/replace.sql", "original_file_path": "macros/relations/replace.sql", "unique_id": "macro.dbt.get_replace_sql", "macro_sql": "{% macro get_replace_sql(existing_relation, target_relation, sql) %}\n {{- log('Applying REPLACE to: ' ~ existing_relation) -}}\n {{- adapter.dispatch('get_replace_sql', 'dbt')(existing_relation, target_relation, sql) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_replace_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667567.980468, "supported_languages": null}, "macro.dbt.default__get_replace_sql": {"name": "default__get_replace_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/replace.sql", "original_file_path": "macros/relations/replace.sql", "unique_id": "macro.dbt.default__get_replace_sql", "macro_sql": "{% macro default__get_replace_sql(existing_relation, target_relation, sql) %}\n\n {# /* use a create or replace statement if possible */ #}\n\n {% set is_replaceable = existing_relation.type == target_relation_type and existing_relation.can_be_replaced %}\n\n {% if is_replaceable and existing_relation.is_view %}\n {{ get_replace_view_sql(target_relation, sql) }}\n\n {% elif is_replaceable and existing_relation.is_table %}\n {{ get_replace_table_sql(target_relation, sql) }}\n\n {% elif is_replaceable and existing_relation.is_materialized_view %}\n {{ get_replace_materialized_view_sql(target_relation, sql) }}\n\n {# /* a create or replace statement is not possible, so try to stage and/or backup to be safe */ #}\n\n {# /* create target_relation as an intermediate relation, then swap it out with the existing one using a backup */ #}\n {%- elif target_relation.can_be_renamed and existing_relation.can_be_renamed -%}\n {{ get_create_intermediate_sql(target_relation, sql) }};\n {{ get_create_backup_sql(existing_relation) }};\n {{ get_rename_intermediate_sql(target_relation) }};\n {{ get_drop_backup_sql(existing_relation) }}\n\n {# /* create target_relation as an intermediate relation, then swap it out with the existing one without using a backup */ #}\n {%- elif target_relation.can_be_renamed -%}\n {{ get_create_intermediate_sql(target_relation, sql) }};\n {{ get_drop_sql(existing_relation) }};\n {{ get_rename_intermediate_sql(target_relation) }}\n\n {# /* create target_relation in place by first backing up the existing relation */ #}\n {%- elif existing_relation.can_be_renamed -%}\n {{ get_create_backup_sql(existing_relation) }};\n {{ get_create_sql(target_relation, sql) }};\n {{ get_drop_backup_sql(existing_relation) }}\n\n {# /* no renaming is allowed, so just drop and create */ #}\n {%- else -%}\n {{ get_drop_sql(existing_relation) }};\n {{ get_create_sql(target_relation, sql) }}\n\n {%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_replace_view_sql", "macro.dbt.get_replace_table_sql", "macro.dbt.get_replace_materialized_view_sql", "macro.dbt.get_create_intermediate_sql", "macro.dbt.get_create_backup_sql", "macro.dbt.get_rename_intermediate_sql", "macro.dbt.get_drop_backup_sql", "macro.dbt.get_drop_sql", "macro.dbt.get_create_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667567.981657, "supported_languages": null}, "macro.dbt.get_create_intermediate_sql": {"name": "get_create_intermediate_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/create_intermediate.sql", "original_file_path": "macros/relations/create_intermediate.sql", "unique_id": "macro.dbt.get_create_intermediate_sql", "macro_sql": "{%- macro get_create_intermediate_sql(relation, sql) -%}\n {{- log('Applying CREATE INTERMEDIATE to: ' ~ relation) -}}\n {{- adapter.dispatch('get_create_intermediate_sql', 'dbt')(relation, sql) -}}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.default__get_create_intermediate_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667567.982014, "supported_languages": null}, "macro.dbt.default__get_create_intermediate_sql": {"name": "default__get_create_intermediate_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/create_intermediate.sql", "original_file_path": "macros/relations/create_intermediate.sql", "unique_id": "macro.dbt.default__get_create_intermediate_sql", "macro_sql": "{%- macro default__get_create_intermediate_sql(relation, sql) -%}\n\n -- get the standard intermediate name\n {% set intermediate_relation = make_intermediate_relation(relation) %}\n\n -- drop any pre-existing intermediate\n {{ get_drop_sql(intermediate_relation) }};\n\n {{ get_create_sql(intermediate_relation, sql) }}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt.make_intermediate_relation", "macro.dbt.get_drop_sql", "macro.dbt.get_create_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667567.9822478, "supported_languages": null}, "macro.dbt.get_drop_backup_sql": {"name": "get_drop_backup_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/drop_backup.sql", "original_file_path": "macros/relations/drop_backup.sql", "unique_id": "macro.dbt.get_drop_backup_sql", "macro_sql": "{%- macro get_drop_backup_sql(relation) -%}\n {{- log('Applying DROP BACKUP to: ' ~ relation) -}}\n {{- adapter.dispatch('get_drop_backup_sql', 'dbt')(relation) -}}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.default__get_drop_backup_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667567.982541, "supported_languages": null}, "macro.dbt.default__get_drop_backup_sql": {"name": "default__get_drop_backup_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/drop_backup.sql", "original_file_path": "macros/relations/drop_backup.sql", "unique_id": "macro.dbt.default__get_drop_backup_sql", "macro_sql": "{%- macro default__get_drop_backup_sql(relation) -%}\n\n -- get the standard backup name\n {% set backup_relation = make_backup_relation(relation, relation.type) %}\n\n {{ get_drop_sql(backup_relation) }}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt.make_backup_relation", "macro.dbt.get_drop_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667567.98273, "supported_languages": null}, "macro.dbt.get_rename_sql": {"name": "get_rename_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/rename.sql", "original_file_path": "macros/relations/rename.sql", "unique_id": "macro.dbt.get_rename_sql", "macro_sql": "{%- macro get_rename_sql(relation, new_name) -%}\n {{- log('Applying RENAME to: ' ~ relation) -}}\n {{- adapter.dispatch('get_rename_sql', 'dbt')(relation, new_name) -}}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.default__get_rename_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667567.98336, "supported_languages": null}, "macro.dbt.default__get_rename_sql": {"name": "default__get_rename_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/rename.sql", "original_file_path": "macros/relations/rename.sql", "unique_id": "macro.dbt.default__get_rename_sql", "macro_sql": "{%- macro default__get_rename_sql(relation, new_name) -%}\n\n {%- if relation.is_view -%}\n {{ get_rename_view_sql(relation, new_name) }}\n\n {%- elif relation.is_table -%}\n {{ get_rename_table_sql(relation, new_name) }}\n\n {%- elif relation.is_materialized_view -%}\n {{ get_rename_materialized_view_sql(relation, new_name) }}\n\n {%- else -%}\n {{- exceptions.raise_compiler_error(\"`get_rename_sql` has not been implemented for: \" ~ relation.type ) -}}\n\n {%- endif -%}\n\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.get_rename_view_sql", "macro.dbt.get_rename_table_sql", "macro.dbt.get_rename_materialized_view_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667567.983747, "supported_languages": null}, "macro.dbt.rename_relation": {"name": "rename_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/rename.sql", "original_file_path": "macros/relations/rename.sql", "unique_id": "macro.dbt.rename_relation", "macro_sql": "{% macro rename_relation(from_relation, to_relation) -%}\n {{ return(adapter.dispatch('rename_relation', 'dbt')(from_relation, to_relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__rename_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667567.983936, "supported_languages": null}, "macro.dbt.default__rename_relation": {"name": "default__rename_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/rename.sql", "original_file_path": "macros/relations/rename.sql", "unique_id": "macro.dbt.default__rename_relation", "macro_sql": "{% macro default__rename_relation(from_relation, to_relation) -%}\n {% set target_name = adapter.quote_as_configured(to_relation.identifier, 'identifier') %}\n {% call statement('rename_relation') -%}\n alter table {{ from_relation }} rename to {{ target_name }}\n {%- endcall %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667567.9841971, "supported_languages": null}, "macro.dbt.get_create_backup_sql": {"name": "get_create_backup_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/create_backup.sql", "original_file_path": "macros/relations/create_backup.sql", "unique_id": "macro.dbt.get_create_backup_sql", "macro_sql": "{%- macro get_create_backup_sql(relation) -%}\n {{- log('Applying CREATE BACKUP to: ' ~ relation) -}}\n {{- adapter.dispatch('get_create_backup_sql', 'dbt')(relation) -}}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.default__get_create_backup_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667567.9845152, "supported_languages": null}, "macro.dbt.default__get_create_backup_sql": {"name": "default__get_create_backup_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/create_backup.sql", "original_file_path": "macros/relations/create_backup.sql", "unique_id": "macro.dbt.default__get_create_backup_sql", "macro_sql": "{%- macro default__get_create_backup_sql(relation) -%}\n\n -- get the standard backup name\n {% set backup_relation = make_backup_relation(relation, relation.type) %}\n\n -- drop any pre-existing backup\n {{ get_drop_sql(backup_relation) }};\n\n {{ get_rename_sql(relation, backup_relation.identifier) }}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt.make_backup_relation", "macro.dbt.get_drop_sql", "macro.dbt.get_rename_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667567.9847648, "supported_languages": null}, "macro.dbt.get_create_sql": {"name": "get_create_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/create.sql", "original_file_path": "macros/relations/create.sql", "unique_id": "macro.dbt.get_create_sql", "macro_sql": "{%- macro get_create_sql(relation, sql) -%}\n {{- log('Applying CREATE to: ' ~ relation) -}}\n {{- adapter.dispatch('get_create_sql', 'dbt')(relation, sql) -}}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.default__get_create_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667567.985187, "supported_languages": null}, "macro.dbt.default__get_create_sql": {"name": "default__get_create_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/create.sql", "original_file_path": "macros/relations/create.sql", "unique_id": "macro.dbt.default__get_create_sql", "macro_sql": "{%- macro default__get_create_sql(relation, sql) -%}\n\n {%- if relation.is_view -%}\n {{ get_create_view_as_sql(relation, sql) }}\n\n {%- elif relation.is_table -%}\n {{ get_create_table_as_sql(False, relation, sql) }}\n\n {%- elif relation.is_materialized_view -%}\n {{ get_create_materialized_view_as_sql(relation, sql) }}\n\n {%- else -%}\n {{- exceptions.raise_compiler_error(\"`get_create_sql` has not been implemented for: \" ~ relation.type ) -}}\n\n {%- endif -%}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt.get_create_view_as_sql", "macro.dbt.get_create_table_as_sql", "macro.dbt.get_create_materialized_view_as_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667567.9855921, "supported_languages": null}, "macro.dbt.get_rename_intermediate_sql": {"name": "get_rename_intermediate_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/rename_intermediate.sql", "original_file_path": "macros/relations/rename_intermediate.sql", "unique_id": "macro.dbt.get_rename_intermediate_sql", "macro_sql": "{%- macro get_rename_intermediate_sql(relation) -%}\n {{- log('Applying RENAME INTERMEDIATE to: ' ~ relation) -}}\n {{- adapter.dispatch('get_rename_intermediate_sql', 'dbt')(relation) -}}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.default__get_rename_intermediate_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667567.9858902, "supported_languages": null}, "macro.dbt.default__get_rename_intermediate_sql": {"name": "default__get_rename_intermediate_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/rename_intermediate.sql", "original_file_path": "macros/relations/rename_intermediate.sql", "unique_id": "macro.dbt.default__get_rename_intermediate_sql", "macro_sql": "{%- macro default__get_rename_intermediate_sql(relation) -%}\n\n -- get the standard intermediate name\n {% set intermediate_relation = make_intermediate_relation(relation) %}\n\n {{ get_rename_sql(intermediate_relation, relation.identifier) }}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt.make_intermediate_relation", "macro.dbt.get_rename_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667567.986083, "supported_languages": null}, "macro.dbt.drop_materialized_view": {"name": "drop_materialized_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/drop.sql", "original_file_path": "macros/relations/materialized_view/drop.sql", "unique_id": "macro.dbt.drop_materialized_view", "macro_sql": "{% macro drop_materialized_view(relation) -%}\n {{ return(adapter.dispatch('drop_materialized_view', 'dbt')(relation)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__drop_materialized_view"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667567.986327, "supported_languages": null}, "macro.dbt.default__drop_materialized_view": {"name": "default__drop_materialized_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/drop.sql", "original_file_path": "macros/relations/materialized_view/drop.sql", "unique_id": "macro.dbt.default__drop_materialized_view", "macro_sql": "{% macro default__drop_materialized_view(relation) -%}\n drop materialized view if exists {{ relation }} cascade\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667567.986429, "supported_languages": null}, "macro.dbt.get_replace_materialized_view_sql": {"name": "get_replace_materialized_view_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/replace.sql", "original_file_path": "macros/relations/materialized_view/replace.sql", "unique_id": "macro.dbt.get_replace_materialized_view_sql", "macro_sql": "{% macro get_replace_materialized_view_sql(relation, sql) %}\n {{- adapter.dispatch('get_replace_materialized_view_sql', 'dbt')(relation, sql) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_replace_materialized_view_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667567.986681, "supported_languages": null}, "macro.dbt.default__get_replace_materialized_view_sql": {"name": "default__get_replace_materialized_view_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/replace.sql", "original_file_path": "macros/relations/materialized_view/replace.sql", "unique_id": "macro.dbt.default__get_replace_materialized_view_sql", "macro_sql": "{% macro default__get_replace_materialized_view_sql(relation, sql) %}\n {{ exceptions.raise_compiler_error(\n \"`get_replace_materialized_view_sql` has not been implemented for this adapter.\"\n ) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667567.9868171, "supported_languages": null}, "macro.dbt.refresh_materialized_view": {"name": "refresh_materialized_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/refresh.sql", "original_file_path": "macros/relations/materialized_view/refresh.sql", "unique_id": "macro.dbt.refresh_materialized_view", "macro_sql": "{% macro refresh_materialized_view(relation) %}\n {{- log('Applying REFRESH to: ' ~ relation) -}}\n {{- adapter.dispatch('refresh_materialized_view', 'dbt')(relation) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__refresh_materialized_view"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667567.9870982, "supported_languages": null}, "macro.dbt.default__refresh_materialized_view": {"name": "default__refresh_materialized_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/refresh.sql", "original_file_path": "macros/relations/materialized_view/refresh.sql", "unique_id": "macro.dbt.default__refresh_materialized_view", "macro_sql": "{% macro default__refresh_materialized_view(relation) %}\n {{ exceptions.raise_compiler_error(\"`refresh_materialized_view` has not been implemented for this adapter.\") }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667567.987284, "supported_languages": null}, "macro.dbt.get_rename_materialized_view_sql": {"name": "get_rename_materialized_view_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/rename.sql", "original_file_path": "macros/relations/materialized_view/rename.sql", "unique_id": "macro.dbt.get_rename_materialized_view_sql", "macro_sql": "{% macro get_rename_materialized_view_sql(relation, new_name) %}\n {{- adapter.dispatch('get_rename_materialized_view_sql', 'dbt')(relation, new_name) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_rename_materialized_view_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667567.98753, "supported_languages": null}, "macro.dbt.default__get_rename_materialized_view_sql": {"name": "default__get_rename_materialized_view_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/rename.sql", "original_file_path": "macros/relations/materialized_view/rename.sql", "unique_id": "macro.dbt.default__get_rename_materialized_view_sql", "macro_sql": "{% macro default__get_rename_materialized_view_sql(relation, new_name) %}\n {{ exceptions.raise_compiler_error(\n \"`get_rename_materialized_view_sql` has not been implemented for this adapter.\"\n ) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667567.987663, "supported_languages": null}, "macro.dbt.get_alter_materialized_view_as_sql": {"name": "get_alter_materialized_view_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/alter.sql", "original_file_path": "macros/relations/materialized_view/alter.sql", "unique_id": "macro.dbt.get_alter_materialized_view_as_sql", "macro_sql": "{% macro get_alter_materialized_view_as_sql(\n relation,\n configuration_changes,\n sql,\n existing_relation,\n backup_relation,\n intermediate_relation\n) %}\n {{- log('Applying ALTER to: ' ~ relation) -}}\n {{- adapter.dispatch('get_alter_materialized_view_as_sql', 'dbt')(\n relation,\n configuration_changes,\n sql,\n existing_relation,\n backup_relation,\n intermediate_relation\n ) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_alter_materialized_view_as_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667567.988209, "supported_languages": null}, "macro.dbt.default__get_alter_materialized_view_as_sql": {"name": "default__get_alter_materialized_view_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/alter.sql", "original_file_path": "macros/relations/materialized_view/alter.sql", "unique_id": "macro.dbt.default__get_alter_materialized_view_as_sql", "macro_sql": "{% macro default__get_alter_materialized_view_as_sql(\n relation,\n configuration_changes,\n sql,\n existing_relation,\n backup_relation,\n intermediate_relation\n) %}\n {{ exceptions.raise_compiler_error(\"Materialized views have not been implemented for this adapter.\") }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667567.988381, "supported_languages": null}, "macro.dbt.get_materialized_view_configuration_changes": {"name": "get_materialized_view_configuration_changes", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/alter.sql", "original_file_path": "macros/relations/materialized_view/alter.sql", "unique_id": "macro.dbt.get_materialized_view_configuration_changes", "macro_sql": "{% macro get_materialized_view_configuration_changes(existing_relation, new_config) %}\n /* {#\n It's recommended that configuration changes be formatted as follows:\n {\"\": [{\"action\": \"\", \"context\": ...}]}\n\n For example:\n {\n \"indexes\": [\n {\"action\": \"drop\", \"context\": \"index_abc\"},\n {\"action\": \"create\", \"context\": {\"columns\": [\"column_1\", \"column_2\"], \"type\": \"hash\", \"unique\": True}},\n ],\n }\n\n Either way, `get_materialized_view_configuration_changes` needs to align with `get_alter_materialized_view_as_sql`.\n #} */\n {{- log('Determining configuration changes on: ' ~ existing_relation) -}}\n {%- do return(adapter.dispatch('get_materialized_view_configuration_changes', 'dbt')(existing_relation, new_config)) -%}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_materialized_view_configuration_changes"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667567.988638, "supported_languages": null}, "macro.dbt.default__get_materialized_view_configuration_changes": {"name": "default__get_materialized_view_configuration_changes", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/alter.sql", "original_file_path": "macros/relations/materialized_view/alter.sql", "unique_id": "macro.dbt.default__get_materialized_view_configuration_changes", "macro_sql": "{% macro default__get_materialized_view_configuration_changes(existing_relation, new_config) %}\n {{ exceptions.raise_compiler_error(\"Materialized views have not been implemented for this adapter.\") }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667567.988771, "supported_languages": null}, "macro.dbt.get_create_materialized_view_as_sql": {"name": "get_create_materialized_view_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/create.sql", "original_file_path": "macros/relations/materialized_view/create.sql", "unique_id": "macro.dbt.get_create_materialized_view_as_sql", "macro_sql": "{% macro get_create_materialized_view_as_sql(relation, sql) -%}\n {{- adapter.dispatch('get_create_materialized_view_as_sql', 'dbt')(relation, sql) -}}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_create_materialized_view_as_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667567.989017, "supported_languages": null}, "macro.dbt.default__get_create_materialized_view_as_sql": {"name": "default__get_create_materialized_view_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/create.sql", "original_file_path": "macros/relations/materialized_view/create.sql", "unique_id": "macro.dbt.default__get_create_materialized_view_as_sql", "macro_sql": "{% macro default__get_create_materialized_view_as_sql(relation, sql) -%}\n {{ exceptions.raise_compiler_error(\n \"`get_create_materialized_view_as_sql` has not been implemented for this adapter.\"\n ) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667567.989147, "supported_languages": null}, "macro.dbt.get_table_columns_and_constraints": {"name": "get_table_columns_and_constraints", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/column/columns_spec_ddl.sql", "original_file_path": "macros/relations/column/columns_spec_ddl.sql", "unique_id": "macro.dbt.get_table_columns_and_constraints", "macro_sql": "{%- macro get_table_columns_and_constraints() -%}\n {{ adapter.dispatch('get_table_columns_and_constraints', 'dbt')() }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__get_table_columns_and_constraints"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667567.990283, "supported_languages": null}, "macro.dbt.default__get_table_columns_and_constraints": {"name": "default__get_table_columns_and_constraints", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/column/columns_spec_ddl.sql", "original_file_path": "macros/relations/column/columns_spec_ddl.sql", "unique_id": "macro.dbt.default__get_table_columns_and_constraints", "macro_sql": "{% macro default__get_table_columns_and_constraints() -%}\n {{ return(table_columns_and_constraints()) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.table_columns_and_constraints"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667567.990434, "supported_languages": null}, "macro.dbt.table_columns_and_constraints": {"name": "table_columns_and_constraints", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/column/columns_spec_ddl.sql", "original_file_path": "macros/relations/column/columns_spec_ddl.sql", "unique_id": "macro.dbt.table_columns_and_constraints", "macro_sql": "{% macro table_columns_and_constraints() %}\n {# loop through user_provided_columns to create DDL with data types and constraints #}\n {%- set raw_column_constraints = adapter.render_raw_columns_constraints(raw_columns=model['columns']) -%}\n {%- set raw_model_constraints = adapter.render_raw_model_constraints(raw_constraints=model['constraints']) -%}\n (\n {% for c in raw_column_constraints -%}\n {{ c }}{{ \",\" if not loop.last or raw_model_constraints }}\n {% endfor %}\n {% for c in raw_model_constraints -%}\n {{ c }}{{ \",\" if not loop.last }}\n {% endfor -%}\n )\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667567.990956, "supported_languages": null}, "macro.dbt.get_assert_columns_equivalent": {"name": "get_assert_columns_equivalent", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/column/columns_spec_ddl.sql", "original_file_path": "macros/relations/column/columns_spec_ddl.sql", "unique_id": "macro.dbt.get_assert_columns_equivalent", "macro_sql": "\n\n{%- macro get_assert_columns_equivalent(sql) -%}\n {{ adapter.dispatch('get_assert_columns_equivalent', 'dbt')(sql) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__get_assert_columns_equivalent"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667567.9911199, "supported_languages": null}, "macro.dbt.default__get_assert_columns_equivalent": {"name": "default__get_assert_columns_equivalent", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/column/columns_spec_ddl.sql", "original_file_path": "macros/relations/column/columns_spec_ddl.sql", "unique_id": "macro.dbt.default__get_assert_columns_equivalent", "macro_sql": "{% macro default__get_assert_columns_equivalent(sql) -%}\n {{ return(assert_columns_equivalent(sql)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.assert_columns_equivalent"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667567.991253, "supported_languages": null}, "macro.dbt.assert_columns_equivalent": {"name": "assert_columns_equivalent", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/column/columns_spec_ddl.sql", "original_file_path": "macros/relations/column/columns_spec_ddl.sql", "unique_id": "macro.dbt.assert_columns_equivalent", "macro_sql": "{% macro assert_columns_equivalent(sql) %}\n\n {#-- First ensure the user has defined 'columns' in yaml specification --#}\n {%- set user_defined_columns = model['columns'] -%}\n {%- if not user_defined_columns -%}\n {{ exceptions.raise_contract_error([], []) }}\n {%- endif -%}\n\n {#-- Obtain the column schema provided by sql file. #}\n {%- set sql_file_provided_columns = get_column_schema_from_query(sql, config.get('sql_header', none)) -%}\n {#--Obtain the column schema provided by the schema file by generating an 'empty schema' query from the model's columns. #}\n {%- set schema_file_provided_columns = get_column_schema_from_query(get_empty_schema_sql(user_defined_columns)) -%}\n\n {#-- create dictionaries with name and formatted data type and strings for exception #}\n {%- set sql_columns = format_columns(sql_file_provided_columns) -%}\n {%- set yaml_columns = format_columns(schema_file_provided_columns) -%}\n\n {%- if sql_columns|length != yaml_columns|length -%}\n {%- do exceptions.raise_contract_error(yaml_columns, sql_columns) -%}\n {%- endif -%}\n\n {%- for sql_col in sql_columns -%}\n {%- set yaml_col = [] -%}\n {%- for this_col in yaml_columns -%}\n {%- if this_col['name'] == sql_col['name'] -%}\n {%- do yaml_col.append(this_col) -%}\n {%- break -%}\n {%- endif -%}\n {%- endfor -%}\n {%- if not yaml_col -%}\n {#-- Column with name not found in yaml #}\n {%- do exceptions.raise_contract_error(yaml_columns, sql_columns) -%}\n {%- endif -%}\n {%- if sql_col['formatted'] != yaml_col[0]['formatted'] -%}\n {#-- Column data types don't match #}\n {%- do exceptions.raise_contract_error(yaml_columns, sql_columns) -%}\n {%- endif -%}\n {%- endfor -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_column_schema_from_query", "macro.dbt.get_empty_schema_sql", "macro.dbt.format_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667567.992717, "supported_languages": null}, "macro.dbt.format_columns": {"name": "format_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/column/columns_spec_ddl.sql", "original_file_path": "macros/relations/column/columns_spec_ddl.sql", "unique_id": "macro.dbt.format_columns", "macro_sql": "{% macro format_columns(columns) %}\n {% set formatted_columns = [] %}\n {% for column in columns %}\n {%- set formatted_column = adapter.dispatch('format_column', 'dbt')(column) -%}\n {%- do formatted_columns.append(formatted_column) -%}\n {% endfor %}\n {{ return(formatted_columns) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__format_column"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667567.993089, "supported_languages": null}, "macro.dbt.default__format_column": {"name": "default__format_column", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/column/columns_spec_ddl.sql", "original_file_path": "macros/relations/column/columns_spec_ddl.sql", "unique_id": "macro.dbt.default__format_column", "macro_sql": "{% macro default__format_column(column) -%}\n {% set data_type = column.dtype %}\n {% set formatted = column.column.lower() ~ \" \" ~ data_type %}\n {{ return({'name': column.name, 'data_type': data_type, 'formatted': formatted}) }}\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667567.993418, "supported_languages": null}, "macro.dbt.drop_table": {"name": "drop_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/drop.sql", "original_file_path": "macros/relations/table/drop.sql", "unique_id": "macro.dbt.drop_table", "macro_sql": "{% macro drop_table(relation) -%}\n {{ return(adapter.dispatch('drop_table', 'dbt')(relation)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__drop_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667567.993686, "supported_languages": null}, "macro.dbt.default__drop_table": {"name": "default__drop_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/drop.sql", "original_file_path": "macros/relations/table/drop.sql", "unique_id": "macro.dbt.default__drop_table", "macro_sql": "{% macro default__drop_table(relation) -%}\n drop table if exists {{ relation }} cascade\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667567.9937868, "supported_languages": null}, "macro.dbt.get_replace_table_sql": {"name": "get_replace_table_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/replace.sql", "original_file_path": "macros/relations/table/replace.sql", "unique_id": "macro.dbt.get_replace_table_sql", "macro_sql": "{% macro get_replace_table_sql(relation, sql) %}\n {{- adapter.dispatch('get_replace_table_sql', 'dbt')(relation, sql) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_replace_table_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667567.994039, "supported_languages": null}, "macro.dbt.default__get_replace_table_sql": {"name": "default__get_replace_table_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/replace.sql", "original_file_path": "macros/relations/table/replace.sql", "unique_id": "macro.dbt.default__get_replace_table_sql", "macro_sql": "{% macro default__get_replace_table_sql(relation, sql) %}\n {{ exceptions.raise_compiler_error(\n \"`get_replace_table_sql` has not been implemented for this adapter.\"\n ) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667567.994177, "supported_languages": null}, "macro.dbt.get_rename_table_sql": {"name": "get_rename_table_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/rename.sql", "original_file_path": "macros/relations/table/rename.sql", "unique_id": "macro.dbt.get_rename_table_sql", "macro_sql": "{% macro get_rename_table_sql(relation, new_name) %}\n {{- adapter.dispatch('get_rename_table_sql', 'dbt')(relation, new_name) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_rename_table_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667567.99442, "supported_languages": null}, "macro.dbt.default__get_rename_table_sql": {"name": "default__get_rename_table_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/rename.sql", "original_file_path": "macros/relations/table/rename.sql", "unique_id": "macro.dbt.default__get_rename_table_sql", "macro_sql": "{% macro default__get_rename_table_sql(relation, new_name) %}\n {{ exceptions.raise_compiler_error(\n \"`get_rename_table_sql` has not been implemented for this adapter.\"\n ) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667567.994556, "supported_languages": null}, "macro.dbt.get_create_table_as_sql": {"name": "get_create_table_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/create.sql", "original_file_path": "macros/relations/table/create.sql", "unique_id": "macro.dbt.get_create_table_as_sql", "macro_sql": "{% macro get_create_table_as_sql(temporary, relation, sql) -%}\n {{ adapter.dispatch('get_create_table_as_sql', 'dbt')(temporary, relation, sql) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_create_table_as_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667567.995334, "supported_languages": null}, "macro.dbt.default__get_create_table_as_sql": {"name": "default__get_create_table_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/create.sql", "original_file_path": "macros/relations/table/create.sql", "unique_id": "macro.dbt.default__get_create_table_as_sql", "macro_sql": "{% macro default__get_create_table_as_sql(temporary, relation, sql) -%}\n {{ return(create_table_as(temporary, relation, sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.create_table_as"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667567.9955041, "supported_languages": null}, "macro.dbt.create_table_as": {"name": "create_table_as", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/create.sql", "original_file_path": "macros/relations/table/create.sql", "unique_id": "macro.dbt.create_table_as", "macro_sql": "{% macro create_table_as(temporary, relation, compiled_code, language='sql') -%}\n {# backward compatibility for create_table_as that does not support language #}\n {% if language == \"sql\" %}\n {{ adapter.dispatch('create_table_as', 'dbt')(temporary, relation, compiled_code)}}\n {% else %}\n {{ adapter.dispatch('create_table_as', 'dbt')(temporary, relation, compiled_code, language) }}\n {% endif %}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__create_table_as"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667567.9958851, "supported_languages": null}, "macro.dbt.default__create_table_as": {"name": "default__create_table_as", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/create.sql", "original_file_path": "macros/relations/table/create.sql", "unique_id": "macro.dbt.default__create_table_as", "macro_sql": "{% macro default__create_table_as(temporary, relation, sql) -%}\n {%- set sql_header = config.get('sql_header', none) -%}\n\n {{ sql_header if sql_header is not none }}\n\n create {% if temporary: -%}temporary{%- endif %} table\n {{ relation.include(database=(not temporary), schema=(not temporary)) }}\n {% set contract_config = config.get('contract') %}\n {% if contract_config.enforced and (not temporary) %}\n {{ get_assert_columns_equivalent(sql) }}\n {{ get_table_columns_and_constraints() }}\n {%- set sql = get_select_subquery(sql) %}\n {% endif %}\n as (\n {{ sql }}\n );\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.get_assert_columns_equivalent", "macro.dbt.get_table_columns_and_constraints", "macro.dbt.get_select_subquery"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667567.996508, "supported_languages": null}, "macro.dbt.default__get_column_names": {"name": "default__get_column_names", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/create.sql", "original_file_path": "macros/relations/table/create.sql", "unique_id": "macro.dbt.default__get_column_names", "macro_sql": "{% macro default__get_column_names() %}\n {#- loop through user_provided_columns to get column names -#}\n {%- set user_provided_columns = model['columns'] -%}\n {%- for i in user_provided_columns %}\n {%- set col = user_provided_columns[i] -%}\n {%- set col_name = adapter.quote(col['name']) if col.get('quote') else col['name'] -%}\n {{ col_name }}{{ \", \" if not loop.last }}\n {%- endfor -%}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667567.996934, "supported_languages": null}, "macro.dbt.get_select_subquery": {"name": "get_select_subquery", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/create.sql", "original_file_path": "macros/relations/table/create.sql", "unique_id": "macro.dbt.get_select_subquery", "macro_sql": "{% macro get_select_subquery(sql) %}\n {{ return(adapter.dispatch('get_select_subquery', 'dbt')(sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_select_subquery"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667567.997107, "supported_languages": null}, "macro.dbt.default__get_select_subquery": {"name": "default__get_select_subquery", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/create.sql", "original_file_path": "macros/relations/table/create.sql", "unique_id": "macro.dbt.default__get_select_subquery", "macro_sql": "{% macro default__get_select_subquery(sql) %}\n select {{ adapter.dispatch('get_column_names', 'dbt')() }}\n from (\n {{ sql }}\n ) as model_subq\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_column_names"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667567.997271, "supported_languages": null}, "macro.dbt.drop_view": {"name": "drop_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/drop.sql", "original_file_path": "macros/relations/view/drop.sql", "unique_id": "macro.dbt.drop_view", "macro_sql": "{% macro drop_view(relation) -%}\n {{ return(adapter.dispatch('drop_view', 'dbt')(relation)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__drop_view"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667567.9975119, "supported_languages": null}, "macro.dbt.default__drop_view": {"name": "default__drop_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/drop.sql", "original_file_path": "macros/relations/view/drop.sql", "unique_id": "macro.dbt.default__drop_view", "macro_sql": "{% macro default__drop_view(relation) -%}\n drop view if exists {{ relation }} cascade\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667567.997607, "supported_languages": null}, "macro.dbt.get_replace_view_sql": {"name": "get_replace_view_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/replace.sql", "original_file_path": "macros/relations/view/replace.sql", "unique_id": "macro.dbt.get_replace_view_sql", "macro_sql": "{% macro get_replace_view_sql(relation, sql) %}\n {{- adapter.dispatch('get_replace_view_sql', 'dbt')(relation, sql) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_replace_view_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667567.99838, "supported_languages": null}, "macro.dbt.default__get_replace_view_sql": {"name": "default__get_replace_view_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/replace.sql", "original_file_path": "macros/relations/view/replace.sql", "unique_id": "macro.dbt.default__get_replace_view_sql", "macro_sql": "{% macro default__get_replace_view_sql(relation, sql) %}\n {{ exceptions.raise_compiler_error(\n \"`get_replace_view_sql` has not been implemented for this adapter.\"\n ) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667567.998521, "supported_languages": null}, "macro.dbt.create_or_replace_view": {"name": "create_or_replace_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/replace.sql", "original_file_path": "macros/relations/view/replace.sql", "unique_id": "macro.dbt.create_or_replace_view", "macro_sql": "{% macro create_or_replace_view() %}\n {%- set identifier = model['alias'] -%}\n\n {%- set old_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) -%}\n {%- set exists_as_view = (old_relation is not none and old_relation.is_view) -%}\n\n {%- set target_relation = api.Relation.create(\n identifier=identifier, schema=schema, database=database,\n type='view') -%}\n {% set grant_config = config.get('grants') %}\n\n {{ run_hooks(pre_hooks) }}\n\n -- If there's a table with the same name and we weren't told to full refresh,\n -- that's an error. If we were told to full refresh, drop it. This behavior differs\n -- for Snowflake and BigQuery, so multiple dispatch is used.\n {%- if old_relation is not none and old_relation.is_table -%}\n {{ handle_existing_table(should_full_refresh(), old_relation) }}\n {%- endif -%}\n\n -- build model\n {% call statement('main') -%}\n {{ get_create_view_as_sql(target_relation, sql) }}\n {%- endcall %}\n\n {% set should_revoke = should_revoke(exists_as_view, full_refresh_mode=True) %}\n {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n {{ run_hooks(post_hooks) }}\n\n {{ return({'relations': [target_relation]}) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_hooks", "macro.dbt.handle_existing_table", "macro.dbt.should_full_refresh", "macro.dbt.statement", "macro.dbt.get_create_view_as_sql", "macro.dbt.should_revoke", "macro.dbt.apply_grants"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.025502, "supported_languages": null}, "macro.dbt.handle_existing_table": {"name": "handle_existing_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/replace.sql", "original_file_path": "macros/relations/view/replace.sql", "unique_id": "macro.dbt.handle_existing_table", "macro_sql": "{% macro handle_existing_table(full_refresh, old_relation) %}\n {{ adapter.dispatch('handle_existing_table', 'dbt')(full_refresh, old_relation) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__handle_existing_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.0257332, "supported_languages": null}, "macro.dbt.default__handle_existing_table": {"name": "default__handle_existing_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/replace.sql", "original_file_path": "macros/relations/view/replace.sql", "unique_id": "macro.dbt.default__handle_existing_table", "macro_sql": "{% macro default__handle_existing_table(full_refresh, old_relation) %}\n {{ log(\"Dropping relation \" ~ old_relation ~ \" because it is of type \" ~ old_relation.type) }}\n {{ adapter.drop_relation(old_relation) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.025952, "supported_languages": null}, "macro.dbt.get_rename_view_sql": {"name": "get_rename_view_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/rename.sql", "original_file_path": "macros/relations/view/rename.sql", "unique_id": "macro.dbt.get_rename_view_sql", "macro_sql": "{% macro get_rename_view_sql(relation, new_name) %}\n {{- adapter.dispatch('get_rename_view_sql', 'dbt')(relation, new_name) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_rename_view_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.026239, "supported_languages": null}, "macro.dbt.default__get_rename_view_sql": {"name": "default__get_rename_view_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/rename.sql", "original_file_path": "macros/relations/view/rename.sql", "unique_id": "macro.dbt.default__get_rename_view_sql", "macro_sql": "{% macro default__get_rename_view_sql(relation, new_name) %}\n {{ exceptions.raise_compiler_error(\n \"`get_rename_view_sql` has not been implemented for this adapter.\"\n ) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.026379, "supported_languages": null}, "macro.dbt.get_create_view_as_sql": {"name": "get_create_view_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/create.sql", "original_file_path": "macros/relations/view/create.sql", "unique_id": "macro.dbt.get_create_view_as_sql", "macro_sql": "{% macro get_create_view_as_sql(relation, sql) -%}\n {{ adapter.dispatch('get_create_view_as_sql', 'dbt')(relation, sql) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_create_view_as_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.0267699, "supported_languages": null}, "macro.dbt.default__get_create_view_as_sql": {"name": "default__get_create_view_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/create.sql", "original_file_path": "macros/relations/view/create.sql", "unique_id": "macro.dbt.default__get_create_view_as_sql", "macro_sql": "{% macro default__get_create_view_as_sql(relation, sql) -%}\n {{ return(create_view_as(relation, sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.create_view_as"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.026923, "supported_languages": null}, "macro.dbt.create_view_as": {"name": "create_view_as", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/create.sql", "original_file_path": "macros/relations/view/create.sql", "unique_id": "macro.dbt.create_view_as", "macro_sql": "{% macro create_view_as(relation, sql) -%}\n {{ adapter.dispatch('create_view_as', 'dbt')(relation, sql) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__create_view_as"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.027091, "supported_languages": null}, "macro.dbt.default__create_view_as": {"name": "default__create_view_as", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/create.sql", "original_file_path": "macros/relations/view/create.sql", "unique_id": "macro.dbt.default__create_view_as", "macro_sql": "{% macro default__create_view_as(relation, sql) -%}\n {%- set sql_header = config.get('sql_header', none) -%}\n\n {{ sql_header if sql_header is not none }}\n create view {{ relation }}\n {% set contract_config = config.get('contract') %}\n {% if contract_config.enforced %}\n {{ get_assert_columns_equivalent(sql) }}\n {%- endif %}\n as (\n {{ sql }}\n );\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.get_assert_columns_equivalent"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.027489, "supported_languages": null}, "macro.dbt.default__test_relationships": {"name": "default__test_relationships", "resource_type": "macro", "package_name": "dbt", "path": "macros/generic_test_sql/relationships.sql", "original_file_path": "macros/generic_test_sql/relationships.sql", "unique_id": "macro.dbt.default__test_relationships", "macro_sql": "{% macro default__test_relationships(model, column_name, to, field) %}\n\nwith child as (\n select {{ column_name }} as from_field\n from {{ model }}\n where {{ column_name }} is not null\n),\n\nparent as (\n select {{ field }} as to_field\n from {{ to }}\n)\n\nselect\n from_field\n\nfrom child\nleft join parent\n on child.from_field = parent.to_field\n\nwhere parent.to_field is null\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.027828, "supported_languages": null}, "macro.dbt.default__test_not_null": {"name": "default__test_not_null", "resource_type": "macro", "package_name": "dbt", "path": "macros/generic_test_sql/not_null.sql", "original_file_path": "macros/generic_test_sql/not_null.sql", "unique_id": "macro.dbt.default__test_not_null", "macro_sql": "{% macro default__test_not_null(model, column_name) %}\n\n{% set column_list = '*' if should_store_failures() else column_name %}\n\nselect {{ column_list }}\nfrom {{ model }}\nwhere {{ column_name }} is null\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.should_store_failures"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.0281138, "supported_languages": null}, "macro.dbt.default__test_unique": {"name": "default__test_unique", "resource_type": "macro", "package_name": "dbt", "path": "macros/generic_test_sql/unique.sql", "original_file_path": "macros/generic_test_sql/unique.sql", "unique_id": "macro.dbt.default__test_unique", "macro_sql": "{% macro default__test_unique(model, column_name) %}\n\nselect\n {{ column_name }} as unique_field,\n count(*) as n_records\n\nfrom {{ model }}\nwhere {{ column_name }} is not null\ngroup by {{ column_name }}\nhaving count(*) > 1\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.028349, "supported_languages": null}, "macro.dbt.default__test_accepted_values": {"name": "default__test_accepted_values", "resource_type": "macro", "package_name": "dbt", "path": "macros/generic_test_sql/accepted_values.sql", "original_file_path": "macros/generic_test_sql/accepted_values.sql", "unique_id": "macro.dbt.default__test_accepted_values", "macro_sql": "{% macro default__test_accepted_values(model, column_name, values, quote=True) %}\n\nwith all_values as (\n\n select\n {{ column_name }} as value_field,\n count(*) as n_records\n\n from {{ model }}\n group by {{ column_name }}\n\n)\n\nselect *\nfrom all_values\nwhere value_field not in (\n {% for value in values -%}\n {% if quote -%}\n '{{ value }}'\n {%- else -%}\n {{ value }}\n {%- endif -%}\n {%- if not loop.last -%},{%- endif %}\n {%- endfor %}\n)\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.0288699, "supported_languages": null}, "macro.dbt.statement": {"name": "statement", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/statement.sql", "original_file_path": "macros/etc/statement.sql", "unique_id": "macro.dbt.statement", "macro_sql": "\n{%- macro statement(name=None, fetch_result=False, auto_begin=True, language='sql') -%}\n {%- if execute: -%}\n {%- set compiled_code = caller() -%}\n\n {%- if name == 'main' -%}\n {{ log('Writing runtime {} for node \"{}\"'.format(language, model['unique_id'])) }}\n {{ write(compiled_code) }}\n {%- endif -%}\n {%- if language == 'sql'-%}\n {%- set res, table = adapter.execute(compiled_code, auto_begin=auto_begin, fetch=fetch_result) -%}\n {%- elif language == 'python' -%}\n {%- set res = submit_python_job(model, compiled_code) -%}\n {#-- TODO: What should table be for python models? --#}\n {%- set table = None -%}\n {%- else -%}\n {% do exceptions.raise_compiler_error(\"statement macro didn't get supported language\") %}\n {%- endif -%}\n\n {%- if name is not none -%}\n {{ store_result(name, response=res, agate_table=table) }}\n {%- endif -%}\n\n {%- endif -%}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.030296, "supported_languages": null}, "macro.dbt.noop_statement": {"name": "noop_statement", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/statement.sql", "original_file_path": "macros/etc/statement.sql", "unique_id": "macro.dbt.noop_statement", "macro_sql": "{% macro noop_statement(name=None, message=None, code=None, rows_affected=None, res=None) -%}\n {%- set sql = caller() -%}\n\n {%- if name == 'main' -%}\n {{ log('Writing runtime SQL for node \"{}\"'.format(model['unique_id'])) }}\n {{ write(sql) }}\n {%- endif -%}\n\n {%- if name is not none -%}\n {{ store_raw_result(name, message=message, code=code, rows_affected=rows_affected, agate_table=res) }}\n {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.0308359, "supported_languages": null}, "macro.dbt.run_query": {"name": "run_query", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/statement.sql", "original_file_path": "macros/etc/statement.sql", "unique_id": "macro.dbt.run_query", "macro_sql": "{% macro run_query(sql) %}\n {% call statement(\"run_query_statement\", fetch_result=true, auto_begin=false) %}\n {{ sql }}\n {% endcall %}\n\n {% do return(load_result(\"run_query_statement\").table) %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.031117, "supported_languages": null}, "macro.dbt.convert_datetime": {"name": "convert_datetime", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/datetime.sql", "original_file_path": "macros/etc/datetime.sql", "unique_id": "macro.dbt.convert_datetime", "macro_sql": "{% macro convert_datetime(date_str, date_fmt) %}\n\n {% set error_msg -%}\n The provided partition date '{{ date_str }}' does not match the expected format '{{ date_fmt }}'\n {%- endset %}\n\n {% set res = try_or_compiler_error(error_msg, modules.datetime.datetime.strptime, date_str.strip(), date_fmt) %}\n {{ return(res) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.032757, "supported_languages": null}, "macro.dbt.dates_in_range": {"name": "dates_in_range", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/datetime.sql", "original_file_path": "macros/etc/datetime.sql", "unique_id": "macro.dbt.dates_in_range", "macro_sql": "{% macro dates_in_range(start_date_str, end_date_str=none, in_fmt=\"%Y%m%d\", out_fmt=\"%Y%m%d\") %}\n {% set end_date_str = start_date_str if end_date_str is none else end_date_str %}\n\n {% set start_date = convert_datetime(start_date_str, in_fmt) %}\n {% set end_date = convert_datetime(end_date_str, in_fmt) %}\n\n {% set day_count = (end_date - start_date).days %}\n {% if day_count < 0 %}\n {% set msg -%}\n Partition start date is after the end date ({{ start_date }}, {{ end_date }})\n {%- endset %}\n\n {{ exceptions.raise_compiler_error(msg, model) }}\n {% endif %}\n\n {% set date_list = [] %}\n {% for i in range(0, day_count + 1) %}\n {% set the_date = (modules.datetime.timedelta(days=i) + start_date) %}\n {% if not out_fmt %}\n {% set _ = date_list.append(the_date) %}\n {% else %}\n {% set _ = date_list.append(the_date.strftime(out_fmt)) %}\n {% endif %}\n {% endfor %}\n\n {{ return(date_list) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.convert_datetime"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.033847, "supported_languages": null}, "macro.dbt.partition_range": {"name": "partition_range", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/datetime.sql", "original_file_path": "macros/etc/datetime.sql", "unique_id": "macro.dbt.partition_range", "macro_sql": "{% macro partition_range(raw_partition_date, date_fmt='%Y%m%d') %}\n {% set partition_range = (raw_partition_date | string).split(\",\") %}\n\n {% if (partition_range | length) == 1 %}\n {% set start_date = partition_range[0] %}\n {% set end_date = none %}\n {% elif (partition_range | length) == 2 %}\n {% set start_date = partition_range[0] %}\n {% set end_date = partition_range[1] %}\n {% else %}\n {{ exceptions.raise_compiler_error(\"Invalid partition time. Expected format: {Start Date}[,{End Date}]. Got: \" ~ raw_partition_date) }}\n {% endif %}\n\n {{ return(dates_in_range(start_date, end_date, in_fmt=date_fmt)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.dates_in_range"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.034536, "supported_languages": null}, "macro.dbt.py_current_timestring": {"name": "py_current_timestring", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/datetime.sql", "original_file_path": "macros/etc/datetime.sql", "unique_id": "macro.dbt.py_current_timestring", "macro_sql": "{% macro py_current_timestring() %}\n {% set dt = modules.datetime.datetime.now() %}\n {% do return(dt.strftime(\"%Y%m%d%H%M%S%f\")) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.034755, "supported_languages": null}, "macro.dbt.except": {"name": "except", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/except.sql", "original_file_path": "macros/utils/except.sql", "unique_id": "macro.dbt.except", "macro_sql": "{% macro except() %}\n {{ return(adapter.dispatch('except', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__except"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.0349681, "supported_languages": null}, "macro.dbt.default__except": {"name": "default__except", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/except.sql", "original_file_path": "macros/utils/except.sql", "unique_id": "macro.dbt.default__except", "macro_sql": "{% macro default__except() %}\n\n except\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.03504, "supported_languages": null}, "macro.dbt.get_intervals_between": {"name": "get_intervals_between", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/date_spine.sql", "original_file_path": "macros/utils/date_spine.sql", "unique_id": "macro.dbt.get_intervals_between", "macro_sql": "{% macro get_intervals_between(start_date, end_date, datepart) -%}\n {{ return(adapter.dispatch('get_intervals_between', 'dbt')(start_date, end_date, datepart)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_intervals_between"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.035727, "supported_languages": null}, "macro.dbt.default__get_intervals_between": {"name": "default__get_intervals_between", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/date_spine.sql", "original_file_path": "macros/utils/date_spine.sql", "unique_id": "macro.dbt.default__get_intervals_between", "macro_sql": "{% macro default__get_intervals_between(start_date, end_date, datepart) -%}\n {%- call statement('get_intervals_between', fetch_result=True) %}\n\n select {{ dbt.datediff(start_date, end_date, datepart) }}\n\n {%- endcall -%}\n\n {%- set value_list = load_result('get_intervals_between') -%}\n\n {%- if value_list and value_list['data'] -%}\n {%- set values = value_list['data'] | map(attribute=0) | list %}\n {{ return(values[0]) }}\n {%- else -%}\n {{ return(1) }}\n {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.datediff"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.0362911, "supported_languages": null}, "macro.dbt.date_spine": {"name": "date_spine", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/date_spine.sql", "original_file_path": "macros/utils/date_spine.sql", "unique_id": "macro.dbt.date_spine", "macro_sql": "{% macro date_spine(datepart, start_date, end_date) %}\n {{ return(adapter.dispatch('date_spine', 'dbt')(datepart, start_date, end_date)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__date_spine"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.0365162, "supported_languages": null}, "macro.dbt.default__date_spine": {"name": "default__date_spine", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/date_spine.sql", "original_file_path": "macros/utils/date_spine.sql", "unique_id": "macro.dbt.default__date_spine", "macro_sql": "{% macro default__date_spine(datepart, start_date, end_date) %}\n\n\n {# call as follows:\n\n date_spine(\n \"day\",\n \"to_date('01/01/2016', 'mm/dd/yyyy')\",\n \"dbt.dateadd(week, 1, current_date)\"\n ) #}\n\n\n with rawdata as (\n\n {{dbt.generate_series(\n dbt.get_intervals_between(start_date, end_date, datepart)\n )}}\n\n ),\n\n all_periods as (\n\n select (\n {{\n dbt.dateadd(\n datepart,\n \"row_number() over (order by 1) - 1\",\n start_date\n )\n }}\n ) as date_{{datepart}}\n from rawdata\n\n ),\n\n filtered as (\n\n select *\n from all_periods\n where date_{{datepart}} <= {{ end_date }}\n\n )\n\n select * from filtered\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.generate_series", "macro.dbt.get_intervals_between", "macro.dbt.dateadd"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.036868, "supported_languages": null}, "macro.dbt.replace": {"name": "replace", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/replace.sql", "original_file_path": "macros/utils/replace.sql", "unique_id": "macro.dbt.replace", "macro_sql": "{% macro replace(field, old_chars, new_chars) -%}\n {{ return(adapter.dispatch('replace', 'dbt') (field, old_chars, new_chars)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__replace"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.0371861, "supported_languages": null}, "macro.dbt.default__replace": {"name": "default__replace", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/replace.sql", "original_file_path": "macros/utils/replace.sql", "unique_id": "macro.dbt.default__replace", "macro_sql": "{% macro default__replace(field, old_chars, new_chars) %}\n\n replace(\n {{ field }},\n {{ old_chars }},\n {{ new_chars }}\n )\n\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.037351, "supported_languages": null}, "macro.dbt.concat": {"name": "concat", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/concat.sql", "original_file_path": "macros/utils/concat.sql", "unique_id": "macro.dbt.concat", "macro_sql": "{% macro concat(fields) -%}\n {{ return(adapter.dispatch('concat', 'dbt')(fields)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__concat"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.0375922, "supported_languages": null}, "macro.dbt.default__concat": {"name": "default__concat", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/concat.sql", "original_file_path": "macros/utils/concat.sql", "unique_id": "macro.dbt.default__concat", "macro_sql": "{% macro default__concat(fields) -%}\n {{ fields|join(' || ') }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.0377128, "supported_languages": null}, "macro.dbt.get_powers_of_two": {"name": "get_powers_of_two", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/generate_series.sql", "original_file_path": "macros/utils/generate_series.sql", "unique_id": "macro.dbt.get_powers_of_two", "macro_sql": "{% macro get_powers_of_two(upper_bound) %}\n {{ return(adapter.dispatch('get_powers_of_two', 'dbt')(upper_bound)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_powers_of_two"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.038487, "supported_languages": null}, "macro.dbt.default__get_powers_of_two": {"name": "default__get_powers_of_two", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/generate_series.sql", "original_file_path": "macros/utils/generate_series.sql", "unique_id": "macro.dbt.default__get_powers_of_two", "macro_sql": "{% macro default__get_powers_of_two(upper_bound) %}\n\n {% if upper_bound <= 0 %}\n {{ exceptions.raise_compiler_error(\"upper bound must be positive\") }}\n {% endif %}\n\n {% for _ in range(1, 100) %}\n {% if upper_bound <= 2 ** loop.index %}{{ return(loop.index) }}{% endif %}\n {% endfor %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.038879, "supported_languages": null}, "macro.dbt.generate_series": {"name": "generate_series", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/generate_series.sql", "original_file_path": "macros/utils/generate_series.sql", "unique_id": "macro.dbt.generate_series", "macro_sql": "{% macro generate_series(upper_bound) %}\n {{ return(adapter.dispatch('generate_series', 'dbt')(upper_bound)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__generate_series"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.039148, "supported_languages": null}, "macro.dbt.default__generate_series": {"name": "default__generate_series", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/generate_series.sql", "original_file_path": "macros/utils/generate_series.sql", "unique_id": "macro.dbt.default__generate_series", "macro_sql": "{% macro default__generate_series(upper_bound) %}\n\n {% set n = dbt.get_powers_of_two(upper_bound) %}\n\n with p as (\n select 0 as generated_number union all select 1\n ), unioned as (\n\n select\n\n {% for i in range(n) %}\n p{{i}}.generated_number * power(2, {{i}})\n {% if not loop.last %} + {% endif %}\n {% endfor %}\n + 1\n as generated_number\n\n from\n\n {% for i in range(n) %}\n p as p{{i}}\n {% if not loop.last %} cross join {% endif %}\n {% endfor %}\n\n )\n\n select *\n from unioned\n where generated_number <= {{upper_bound}}\n order by generated_number\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_powers_of_two"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.039652, "supported_languages": null}, "macro.dbt.length": {"name": "length", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/length.sql", "original_file_path": "macros/utils/length.sql", "unique_id": "macro.dbt.length", "macro_sql": "{% macro length(expression) -%}\n {{ return(adapter.dispatch('length', 'dbt') (expression)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__length"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.039904, "supported_languages": null}, "macro.dbt.default__length": {"name": "default__length", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/length.sql", "original_file_path": "macros/utils/length.sql", "unique_id": "macro.dbt.default__length", "macro_sql": "{% macro default__length(expression) %}\n\n length(\n {{ expression }}\n )\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.04001, "supported_languages": null}, "macro.dbt.dateadd": {"name": "dateadd", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/dateadd.sql", "original_file_path": "macros/utils/dateadd.sql", "unique_id": "macro.dbt.dateadd", "macro_sql": "{% macro dateadd(datepart, interval, from_date_or_timestamp) %}\n {{ return(adapter.dispatch('dateadd', 'dbt')(datepart, interval, from_date_or_timestamp)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__dateadd"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.040332, "supported_languages": null}, "macro.dbt.default__dateadd": {"name": "default__dateadd", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/dateadd.sql", "original_file_path": "macros/utils/dateadd.sql", "unique_id": "macro.dbt.default__dateadd", "macro_sql": "{% macro default__dateadd(datepart, interval, from_date_or_timestamp) %}\n\n dateadd(\n {{ datepart }},\n {{ interval }},\n {{ from_date_or_timestamp }}\n )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.040491, "supported_languages": null}, "macro.dbt.intersect": {"name": "intersect", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/intersect.sql", "original_file_path": "macros/utils/intersect.sql", "unique_id": "macro.dbt.intersect", "macro_sql": "{% macro intersect() %}\n {{ return(adapter.dispatch('intersect', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__intersect"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.0407062, "supported_languages": null}, "macro.dbt.default__intersect": {"name": "default__intersect", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/intersect.sql", "original_file_path": "macros/utils/intersect.sql", "unique_id": "macro.dbt.default__intersect", "macro_sql": "{% macro default__intersect() %}\n\n intersect\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.04078, "supported_languages": null}, "macro.dbt.escape_single_quotes": {"name": "escape_single_quotes", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/escape_single_quotes.sql", "original_file_path": "macros/utils/escape_single_quotes.sql", "unique_id": "macro.dbt.escape_single_quotes", "macro_sql": "{% macro escape_single_quotes(expression) %}\n {{ return(adapter.dispatch('escape_single_quotes', 'dbt') (expression)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__escape_single_quotes"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.041035, "supported_languages": null}, "macro.dbt.default__escape_single_quotes": {"name": "default__escape_single_quotes", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/escape_single_quotes.sql", "original_file_path": "macros/utils/escape_single_quotes.sql", "unique_id": "macro.dbt.default__escape_single_quotes", "macro_sql": "{% macro default__escape_single_quotes(expression) -%}\n{{ expression | replace(\"'\",\"''\") }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.041173, "supported_languages": null}, "macro.dbt.right": {"name": "right", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/right.sql", "original_file_path": "macros/utils/right.sql", "unique_id": "macro.dbt.right", "macro_sql": "{% macro right(string_text, length_expression) -%}\n {{ return(adapter.dispatch('right', 'dbt') (string_text, length_expression)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__right"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.0414479, "supported_languages": null}, "macro.dbt.default__right": {"name": "default__right", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/right.sql", "original_file_path": "macros/utils/right.sql", "unique_id": "macro.dbt.default__right", "macro_sql": "{% macro default__right(string_text, length_expression) %}\n\n right(\n {{ string_text }},\n {{ length_expression }}\n )\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.0415812, "supported_languages": null}, "macro.dbt.listagg": {"name": "listagg", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/listagg.sql", "original_file_path": "macros/utils/listagg.sql", "unique_id": "macro.dbt.listagg", "macro_sql": "{% macro listagg(measure, delimiter_text=\"','\", order_by_clause=none, limit_num=none) -%}\n {{ return(adapter.dispatch('listagg', 'dbt') (measure, delimiter_text, order_by_clause, limit_num)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__listagg"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.042159, "supported_languages": null}, "macro.dbt.default__listagg": {"name": "default__listagg", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/listagg.sql", "original_file_path": "macros/utils/listagg.sql", "unique_id": "macro.dbt.default__listagg", "macro_sql": "{% macro default__listagg(measure, delimiter_text, order_by_clause, limit_num) -%}\n\n {% if limit_num -%}\n array_to_string(\n array_slice(\n array_agg(\n {{ measure }}\n ){% if order_by_clause -%}\n within group ({{ order_by_clause }})\n {%- endif %}\n ,0\n ,{{ limit_num }}\n ),\n {{ delimiter_text }}\n )\n {%- else %}\n listagg(\n {{ measure }},\n {{ delimiter_text }}\n )\n {% if order_by_clause -%}\n within group ({{ order_by_clause }})\n {%- endif %}\n {%- endif %}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.04254, "supported_languages": null}, "macro.dbt.datediff": {"name": "datediff", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/datediff.sql", "original_file_path": "macros/utils/datediff.sql", "unique_id": "macro.dbt.datediff", "macro_sql": "{% macro datediff(first_date, second_date, datepart) %}\n {{ return(adapter.dispatch('datediff', 'dbt')(first_date, second_date, datepart)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__datediff"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.042856, "supported_languages": null}, "macro.dbt.default__datediff": {"name": "default__datediff", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/datediff.sql", "original_file_path": "macros/utils/datediff.sql", "unique_id": "macro.dbt.default__datediff", "macro_sql": "{% macro default__datediff(first_date, second_date, datepart) -%}\n\n datediff(\n {{ datepart }},\n {{ first_date }},\n {{ second_date }}\n )\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.043009, "supported_languages": null}, "macro.dbt.safe_cast": {"name": "safe_cast", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/safe_cast.sql", "original_file_path": "macros/utils/safe_cast.sql", "unique_id": "macro.dbt.safe_cast", "macro_sql": "{% macro safe_cast(field, type) %}\n {{ return(adapter.dispatch('safe_cast', 'dbt') (field, type)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__safe_cast"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.043276, "supported_languages": null}, "macro.dbt.default__safe_cast": {"name": "default__safe_cast", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/safe_cast.sql", "original_file_path": "macros/utils/safe_cast.sql", "unique_id": "macro.dbt.default__safe_cast", "macro_sql": "{% macro default__safe_cast(field, type) %}\n {# most databases don't support this function yet\n so we just need to use cast #}\n cast({{field}} as {{type}})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.0434098, "supported_languages": null}, "macro.dbt.hash": {"name": "hash", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/hash.sql", "original_file_path": "macros/utils/hash.sql", "unique_id": "macro.dbt.hash", "macro_sql": "{% macro hash(field) -%}\n {{ return(adapter.dispatch('hash', 'dbt') (field)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__hash"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.043659, "supported_languages": null}, "macro.dbt.default__hash": {"name": "default__hash", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/hash.sql", "original_file_path": "macros/utils/hash.sql", "unique_id": "macro.dbt.default__hash", "macro_sql": "{% macro default__hash(field) -%}\n md5(cast({{ field }} as {{ api.Column.translate_type('string') }}))\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.043808, "supported_languages": null}, "macro.dbt.cast_bool_to_text": {"name": "cast_bool_to_text", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/cast_bool_to_text.sql", "original_file_path": "macros/utils/cast_bool_to_text.sql", "unique_id": "macro.dbt.cast_bool_to_text", "macro_sql": "{% macro cast_bool_to_text(field) %}\n {{ adapter.dispatch('cast_bool_to_text', 'dbt') (field) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__cast_bool_to_text"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.044043, "supported_languages": null}, "macro.dbt.default__cast_bool_to_text": {"name": "default__cast_bool_to_text", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/cast_bool_to_text.sql", "original_file_path": "macros/utils/cast_bool_to_text.sql", "unique_id": "macro.dbt.default__cast_bool_to_text", "macro_sql": "{% macro default__cast_bool_to_text(field) %}\n cast({{ field }} as {{ api.Column.translate_type('string') }})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.044266, "supported_languages": null}, "macro.dbt.any_value": {"name": "any_value", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/any_value.sql", "original_file_path": "macros/utils/any_value.sql", "unique_id": "macro.dbt.any_value", "macro_sql": "{% macro any_value(expression) -%}\n {{ return(adapter.dispatch('any_value', 'dbt') (expression)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__any_value"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.044502, "supported_languages": null}, "macro.dbt.default__any_value": {"name": "default__any_value", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/any_value.sql", "original_file_path": "macros/utils/any_value.sql", "unique_id": "macro.dbt.default__any_value", "macro_sql": "{% macro default__any_value(expression) -%}\n\n any_value({{ expression }})\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.0446038, "supported_languages": null}, "macro.dbt.position": {"name": "position", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/position.sql", "original_file_path": "macros/utils/position.sql", "unique_id": "macro.dbt.position", "macro_sql": "{% macro position(substring_text, string_text) -%}\n {{ return(adapter.dispatch('position', 'dbt') (substring_text, string_text)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__position"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.044863, "supported_languages": null}, "macro.dbt.default__position": {"name": "default__position", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/position.sql", "original_file_path": "macros/utils/position.sql", "unique_id": "macro.dbt.default__position", "macro_sql": "{% macro default__position(substring_text, string_text) %}\n\n position(\n {{ substring_text }} in {{ string_text }}\n )\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.0449972, "supported_languages": null}, "macro.dbt.string_literal": {"name": "string_literal", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/literal.sql", "original_file_path": "macros/utils/literal.sql", "unique_id": "macro.dbt.string_literal", "macro_sql": "{%- macro string_literal(value) -%}\n {{ return(adapter.dispatch('string_literal', 'dbt') (value)) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__string_literal"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.045227, "supported_languages": null}, "macro.dbt.default__string_literal": {"name": "default__string_literal", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/literal.sql", "original_file_path": "macros/utils/literal.sql", "unique_id": "macro.dbt.default__string_literal", "macro_sql": "{% macro default__string_literal(value) -%}\n '{{ value }}'\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.045321, "supported_languages": null}, "macro.dbt.type_string": {"name": "type_string", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_string", "macro_sql": "\n\n{%- macro type_string() -%}\n {{ return(adapter.dispatch('type_string', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.046166, "supported_languages": null}, "macro.dbt.default__type_string": {"name": "default__type_string", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_string", "macro_sql": "{% macro default__type_string() %}\n {{ return(api.Column.translate_type(\"string\")) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.046358, "supported_languages": null}, "macro.dbt.type_timestamp": {"name": "type_timestamp", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_timestamp", "macro_sql": "\n\n{%- macro type_timestamp() -%}\n {{ return(adapter.dispatch('type_timestamp', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.046548, "supported_languages": null}, "macro.dbt.default__type_timestamp": {"name": "default__type_timestamp", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_timestamp", "macro_sql": "{% macro default__type_timestamp() %}\n {{ return(api.Column.translate_type(\"timestamp\")) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.046696, "supported_languages": null}, "macro.dbt.type_float": {"name": "type_float", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_float", "macro_sql": "\n\n{%- macro type_float() -%}\n {{ return(adapter.dispatch('type_float', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_float"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.046845, "supported_languages": null}, "macro.dbt.default__type_float": {"name": "default__type_float", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_float", "macro_sql": "{% macro default__type_float() %}\n {{ return(api.Column.translate_type(\"float\")) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.046984, "supported_languages": null}, "macro.dbt.type_numeric": {"name": "type_numeric", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_numeric", "macro_sql": "\n\n{%- macro type_numeric() -%}\n {{ return(adapter.dispatch('type_numeric', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_numeric"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.047133, "supported_languages": null}, "macro.dbt.default__type_numeric": {"name": "default__type_numeric", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_numeric", "macro_sql": "{% macro default__type_numeric() %}\n {{ return(api.Column.numeric_type(\"numeric\", 28, 6)) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.0472991, "supported_languages": null}, "macro.dbt.type_bigint": {"name": "type_bigint", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_bigint", "macro_sql": "\n\n{%- macro type_bigint() -%}\n {{ return(adapter.dispatch('type_bigint', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_bigint"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.047446, "supported_languages": null}, "macro.dbt.default__type_bigint": {"name": "default__type_bigint", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_bigint", "macro_sql": "{% macro default__type_bigint() %}\n {{ return(api.Column.translate_type(\"bigint\")) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.047588, "supported_languages": null}, "macro.dbt.type_int": {"name": "type_int", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_int", "macro_sql": "\n\n{%- macro type_int() -%}\n {{ return(adapter.dispatch('type_int', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_int"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.047738, "supported_languages": null}, "macro.dbt.default__type_int": {"name": "default__type_int", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_int", "macro_sql": "{%- macro default__type_int() -%}\n {{ return(api.Column.translate_type(\"integer\")) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.0479412, "supported_languages": null}, "macro.dbt.type_boolean": {"name": "type_boolean", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_boolean", "macro_sql": "\n\n{%- macro type_boolean() -%}\n {{ return(adapter.dispatch('type_boolean', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_boolean"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.048089, "supported_languages": null}, "macro.dbt.default__type_boolean": {"name": "default__type_boolean", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_boolean", "macro_sql": "{%- macro default__type_boolean() -%}\n {{ return(api.Column.translate_type(\"boolean\")) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.048224, "supported_languages": null}, "macro.dbt.array_concat": {"name": "array_concat", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/array_concat.sql", "original_file_path": "macros/utils/array_concat.sql", "unique_id": "macro.dbt.array_concat", "macro_sql": "{% macro array_concat(array_1, array_2) -%}\n {{ return(adapter.dispatch('array_concat', 'dbt')(array_1, array_2)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__array_concat"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.048484, "supported_languages": null}, "macro.dbt.default__array_concat": {"name": "default__array_concat", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/array_concat.sql", "original_file_path": "macros/utils/array_concat.sql", "unique_id": "macro.dbt.default__array_concat", "macro_sql": "{% macro default__array_concat(array_1, array_2) -%}\n array_cat({{ array_1 }}, {{ array_2 }})\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.048618, "supported_languages": null}, "macro.dbt.bool_or": {"name": "bool_or", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/bool_or.sql", "original_file_path": "macros/utils/bool_or.sql", "unique_id": "macro.dbt.bool_or", "macro_sql": "{% macro bool_or(expression) -%}\n {{ return(adapter.dispatch('bool_or', 'dbt') (expression)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__bool_or"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.048855, "supported_languages": null}, "macro.dbt.default__bool_or": {"name": "default__bool_or", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/bool_or.sql", "original_file_path": "macros/utils/bool_or.sql", "unique_id": "macro.dbt.default__bool_or", "macro_sql": "{% macro default__bool_or(expression) -%}\n\n bool_or({{ expression }})\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.048958, "supported_languages": null}, "macro.dbt.last_day": {"name": "last_day", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/last_day.sql", "original_file_path": "macros/utils/last_day.sql", "unique_id": "macro.dbt.last_day", "macro_sql": "{% macro last_day(date, datepart) %}\n {{ return(adapter.dispatch('last_day', 'dbt') (date, datepart)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__last_day"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.0492759, "supported_languages": null}, "macro.dbt.default_last_day": {"name": "default_last_day", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/last_day.sql", "original_file_path": "macros/utils/last_day.sql", "unique_id": "macro.dbt.default_last_day", "macro_sql": "\n\n{%- macro default_last_day(date, datepart) -%}\n cast(\n {{dbt.dateadd('day', '-1',\n dbt.dateadd(datepart, '1', dbt.date_trunc(datepart, date))\n )}}\n as date)\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.dateadd", "macro.dbt.date_trunc"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.049527, "supported_languages": null}, "macro.dbt.default__last_day": {"name": "default__last_day", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/last_day.sql", "original_file_path": "macros/utils/last_day.sql", "unique_id": "macro.dbt.default__last_day", "macro_sql": "{% macro default__last_day(date, datepart) -%}\n {{dbt.default_last_day(date, datepart)}}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default_last_day"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.049668, "supported_languages": null}, "macro.dbt.split_part": {"name": "split_part", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/split_part.sql", "original_file_path": "macros/utils/split_part.sql", "unique_id": "macro.dbt.split_part", "macro_sql": "{% macro split_part(string_text, delimiter_text, part_number) %}\n {{ return(adapter.dispatch('split_part', 'dbt') (string_text, delimiter_text, part_number)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__split_part"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.0501602, "supported_languages": null}, "macro.dbt.default__split_part": {"name": "default__split_part", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/split_part.sql", "original_file_path": "macros/utils/split_part.sql", "unique_id": "macro.dbt.default__split_part", "macro_sql": "{% macro default__split_part(string_text, delimiter_text, part_number) %}\n\n split_part(\n {{ string_text }},\n {{ delimiter_text }},\n {{ part_number }}\n )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.0503209, "supported_languages": null}, "macro.dbt._split_part_negative": {"name": "_split_part_negative", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/split_part.sql", "original_file_path": "macros/utils/split_part.sql", "unique_id": "macro.dbt._split_part_negative", "macro_sql": "{% macro _split_part_negative(string_text, delimiter_text, part_number) %}\n\n split_part(\n {{ string_text }},\n {{ delimiter_text }},\n length({{ string_text }})\n - length(\n replace({{ string_text }}, {{ delimiter_text }}, '')\n ) + 2 + {{ part_number }}\n )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.050544, "supported_languages": null}, "macro.dbt.date_trunc": {"name": "date_trunc", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/date_trunc.sql", "original_file_path": "macros/utils/date_trunc.sql", "unique_id": "macro.dbt.date_trunc", "macro_sql": "{% macro date_trunc(datepart, date) -%}\n {{ return(adapter.dispatch('date_trunc', 'dbt') (datepart, date)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__date_trunc"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.050805, "supported_languages": null}, "macro.dbt.default__date_trunc": {"name": "default__date_trunc", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/date_trunc.sql", "original_file_path": "macros/utils/date_trunc.sql", "unique_id": "macro.dbt.default__date_trunc", "macro_sql": "{% macro default__date_trunc(datepart, date) -%}\n date_trunc('{{datepart}}', {{date}})\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.050931, "supported_languages": null}, "macro.dbt.array_construct": {"name": "array_construct", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/array_construct.sql", "original_file_path": "macros/utils/array_construct.sql", "unique_id": "macro.dbt.array_construct", "macro_sql": "{% macro array_construct(inputs=[], data_type=api.Column.translate_type('integer')) -%}\n {{ return(adapter.dispatch('array_construct', 'dbt')(inputs, data_type)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__array_construct"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.0512772, "supported_languages": null}, "macro.dbt.default__array_construct": {"name": "default__array_construct", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/array_construct.sql", "original_file_path": "macros/utils/array_construct.sql", "unique_id": "macro.dbt.default__array_construct", "macro_sql": "{% macro default__array_construct(inputs, data_type) -%}\n {% if inputs|length > 0 %}\n array[ {{ inputs|join(' , ') }} ]\n {% else %}\n array[]::{{data_type}}[]\n {% endif %}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.05152, "supported_languages": null}, "macro.dbt.array_append": {"name": "array_append", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/array_append.sql", "original_file_path": "macros/utils/array_append.sql", "unique_id": "macro.dbt.array_append", "macro_sql": "{% macro array_append(array, new_element) -%}\n {{ return(adapter.dispatch('array_append', 'dbt')(array, new_element)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__array_append"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.051782, "supported_languages": null}, "macro.dbt.default__array_append": {"name": "default__array_append", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/array_append.sql", "original_file_path": "macros/utils/array_append.sql", "unique_id": "macro.dbt.default__array_append", "macro_sql": "{% macro default__array_append(array, new_element) -%}\n array_append({{ array }}, {{ new_element }})\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.051903, "supported_languages": null}, "macro.dbt.create_schema": {"name": "create_schema", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/schema.sql", "original_file_path": "macros/adapters/schema.sql", "unique_id": "macro.dbt.create_schema", "macro_sql": "{% macro create_schema(relation) -%}\n {{ adapter.dispatch('create_schema', 'dbt')(relation) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__create_schema"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.052232, "supported_languages": null}, "macro.dbt.default__create_schema": {"name": "default__create_schema", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/schema.sql", "original_file_path": "macros/adapters/schema.sql", "unique_id": "macro.dbt.default__create_schema", "macro_sql": "{% macro default__create_schema(relation) -%}\n {%- call statement('create_schema') -%}\n create schema if not exists {{ relation.without_identifier() }}\n {% endcall %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.052484, "supported_languages": null}, "macro.dbt.drop_schema": {"name": "drop_schema", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/schema.sql", "original_file_path": "macros/adapters/schema.sql", "unique_id": "macro.dbt.drop_schema", "macro_sql": "{% macro drop_schema(relation) -%}\n {{ adapter.dispatch('drop_schema', 'dbt')(relation) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__drop_schema"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.052636, "supported_languages": null}, "macro.dbt.default__drop_schema": {"name": "default__drop_schema", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/schema.sql", "original_file_path": "macros/adapters/schema.sql", "unique_id": "macro.dbt.default__drop_schema", "macro_sql": "{% macro default__drop_schema(relation) -%}\n {%- call statement('drop_schema') -%}\n drop schema if exists {{ relation.without_identifier() }} cascade\n {% endcall %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.052803, "supported_languages": null}, "macro.dbt.current_timestamp": {"name": "current_timestamp", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.current_timestamp", "macro_sql": "{%- macro current_timestamp() -%}\n {{ adapter.dispatch('current_timestamp', 'dbt')() }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_postgres.postgres__current_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.053246, "supported_languages": null}, "macro.dbt.default__current_timestamp": {"name": "default__current_timestamp", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.default__current_timestamp", "macro_sql": "{% macro default__current_timestamp() -%}\n {{ exceptions.raise_not_implemented(\n 'current_timestamp macro not implemented for adapter ' + adapter.type()) }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.053386, "supported_languages": null}, "macro.dbt.snapshot_get_time": {"name": "snapshot_get_time", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.snapshot_get_time", "macro_sql": "\n\n{%- macro snapshot_get_time() -%}\n {{ adapter.dispatch('snapshot_get_time', 'dbt')() }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_postgres.postgres__snapshot_get_time"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.0535219, "supported_languages": null}, "macro.dbt.default__snapshot_get_time": {"name": "default__snapshot_get_time", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.default__snapshot_get_time", "macro_sql": "{% macro default__snapshot_get_time() %}\n {{ current_timestamp() }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.current_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.0536242, "supported_languages": null}, "macro.dbt.current_timestamp_backcompat": {"name": "current_timestamp_backcompat", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.current_timestamp_backcompat", "macro_sql": "{% macro current_timestamp_backcompat() %}\n {{ return(adapter.dispatch('current_timestamp_backcompat', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__current_timestamp_backcompat"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.053782, "supported_languages": null}, "macro.dbt.default__current_timestamp_backcompat": {"name": "default__current_timestamp_backcompat", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.default__current_timestamp_backcompat", "macro_sql": "{% macro default__current_timestamp_backcompat() %}\n current_timestamp::timestamp\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.053857, "supported_languages": null}, "macro.dbt.current_timestamp_in_utc_backcompat": {"name": "current_timestamp_in_utc_backcompat", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.current_timestamp_in_utc_backcompat", "macro_sql": "{% macro current_timestamp_in_utc_backcompat() %}\n {{ return(adapter.dispatch('current_timestamp_in_utc_backcompat', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__current_timestamp_in_utc_backcompat"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.054017, "supported_languages": null}, "macro.dbt.default__current_timestamp_in_utc_backcompat": {"name": "default__current_timestamp_in_utc_backcompat", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.default__current_timestamp_in_utc_backcompat", "macro_sql": "{% macro default__current_timestamp_in_utc_backcompat() %}\n {{ return(adapter.dispatch('current_timestamp_backcompat', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.current_timestamp_backcompat", "macro.dbt_postgres.postgres__current_timestamp_backcompat"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.054175, "supported_languages": null}, "macro.dbt.get_create_index_sql": {"name": "get_create_index_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.get_create_index_sql", "macro_sql": "{% macro get_create_index_sql(relation, index_dict) -%}\n {{ return(adapter.dispatch('get_create_index_sql', 'dbt')(relation, index_dict)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_create_index_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.054949, "supported_languages": null}, "macro.dbt.default__get_create_index_sql": {"name": "default__get_create_index_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.default__get_create_index_sql", "macro_sql": "{% macro default__get_create_index_sql(relation, index_dict) -%}\n {% do return(None) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.055085, "supported_languages": null}, "macro.dbt.create_indexes": {"name": "create_indexes", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.create_indexes", "macro_sql": "{% macro create_indexes(relation) -%}\n {{ adapter.dispatch('create_indexes', 'dbt')(relation) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__create_indexes"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.055237, "supported_languages": null}, "macro.dbt.default__create_indexes": {"name": "default__create_indexes", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.default__create_indexes", "macro_sql": "{% macro default__create_indexes(relation) -%}\n {%- set _indexes = config.get('indexes', default=[]) -%}\n\n {% for _index_dict in _indexes %}\n {% set create_index_sql = get_create_index_sql(relation, _index_dict) %}\n {% if create_index_sql %}\n {% do run_query(create_index_sql) %}\n {% endif %}\n {% endfor %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_create_index_sql", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.0556061, "supported_languages": null}, "macro.dbt.get_drop_index_sql": {"name": "get_drop_index_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.get_drop_index_sql", "macro_sql": "{% macro get_drop_index_sql(relation, index_name) -%}\n {{ adapter.dispatch('get_drop_index_sql', 'dbt')(relation, index_name) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_drop_index_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.055779, "supported_languages": null}, "macro.dbt.default__get_drop_index_sql": {"name": "default__get_drop_index_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.default__get_drop_index_sql", "macro_sql": "{% macro default__get_drop_index_sql(relation, index_name) -%}\n {{ exceptions.raise_compiler_error(\"`get_drop_index_sql has not been implemented for this adapter.\") }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.055904, "supported_languages": null}, "macro.dbt.get_show_indexes_sql": {"name": "get_show_indexes_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.get_show_indexes_sql", "macro_sql": "{% macro get_show_indexes_sql(relation) -%}\n {{ adapter.dispatch('get_show_indexes_sql', 'dbt')(relation) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_show_indexes_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.0560482, "supported_languages": null}, "macro.dbt.default__get_show_indexes_sql": {"name": "default__get_show_indexes_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.default__get_show_indexes_sql", "macro_sql": "{% macro default__get_show_indexes_sql(relation) -%}\n {{ exceptions.raise_compiler_error(\"`get_show_indexes_sql has not been implemented for this adapter.\") }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.056169, "supported_languages": null}, "macro.dbt.make_intermediate_relation": {"name": "make_intermediate_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.make_intermediate_relation", "macro_sql": "{% macro make_intermediate_relation(base_relation, suffix='__dbt_tmp') %}\n {{ return(adapter.dispatch('make_intermediate_relation', 'dbt')(base_relation, suffix)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__make_intermediate_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.057945, "supported_languages": null}, "macro.dbt.default__make_intermediate_relation": {"name": "default__make_intermediate_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.default__make_intermediate_relation", "macro_sql": "{% macro default__make_intermediate_relation(base_relation, suffix) %}\n {{ return(default__make_temp_relation(base_relation, suffix)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__make_temp_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.058178, "supported_languages": null}, "macro.dbt.make_temp_relation": {"name": "make_temp_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.make_temp_relation", "macro_sql": "{% macro make_temp_relation(base_relation, suffix='__dbt_tmp') %}\n {{ return(adapter.dispatch('make_temp_relation', 'dbt')(base_relation, suffix)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__make_temp_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.058382, "supported_languages": null}, "macro.dbt.default__make_temp_relation": {"name": "default__make_temp_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.default__make_temp_relation", "macro_sql": "{% macro default__make_temp_relation(base_relation, suffix) %}\n {%- set temp_identifier = base_relation.identifier ~ suffix -%}\n {%- set temp_relation = base_relation.incorporate(\n path={\"identifier\": temp_identifier}) -%}\n\n {{ return(temp_relation) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.058655, "supported_languages": null}, "macro.dbt.make_backup_relation": {"name": "make_backup_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.make_backup_relation", "macro_sql": "{% macro make_backup_relation(base_relation, backup_relation_type, suffix='__dbt_backup') %}\n {{ return(adapter.dispatch('make_backup_relation', 'dbt')(base_relation, backup_relation_type, suffix)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__make_backup_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.058877, "supported_languages": null}, "macro.dbt.default__make_backup_relation": {"name": "default__make_backup_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.default__make_backup_relation", "macro_sql": "{% macro default__make_backup_relation(base_relation, backup_relation_type, suffix) %}\n {%- set backup_identifier = base_relation.identifier ~ suffix -%}\n {%- set backup_relation = base_relation.incorporate(\n path={\"identifier\": backup_identifier},\n type=backup_relation_type\n ) -%}\n {{ return(backup_relation) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.059168, "supported_languages": null}, "macro.dbt.truncate_relation": {"name": "truncate_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.truncate_relation", "macro_sql": "{% macro truncate_relation(relation) -%}\n {{ return(adapter.dispatch('truncate_relation', 'dbt')(relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__truncate_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.05934, "supported_languages": null}, "macro.dbt.default__truncate_relation": {"name": "default__truncate_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.default__truncate_relation", "macro_sql": "{% macro default__truncate_relation(relation) -%}\n {% call statement('truncate_relation') -%}\n truncate table {{ relation }}\n {%- endcall %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.059492, "supported_languages": null}, "macro.dbt.get_or_create_relation": {"name": "get_or_create_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.get_or_create_relation", "macro_sql": "{% macro get_or_create_relation(database, schema, identifier, type) -%}\n {{ return(adapter.dispatch('get_or_create_relation', 'dbt')(database, schema, identifier, type)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_or_create_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.059723, "supported_languages": null}, "macro.dbt.default__get_or_create_relation": {"name": "default__get_or_create_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.default__get_or_create_relation", "macro_sql": "{% macro default__get_or_create_relation(database, schema, identifier, type) %}\n {%- set target_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) %}\n\n {% if target_relation %}\n {% do return([true, target_relation]) %}\n {% endif %}\n\n {%- set new_relation = api.Relation.create(\n database=database,\n schema=schema,\n identifier=identifier,\n type=type\n ) -%}\n {% do return([false, new_relation]) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.0602272, "supported_languages": null}, "macro.dbt.load_cached_relation": {"name": "load_cached_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.load_cached_relation", "macro_sql": "{% macro load_cached_relation(relation) %}\n {% do return(adapter.get_relation(\n database=relation.database,\n schema=relation.schema,\n identifier=relation.identifier\n )) -%}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.06044, "supported_languages": null}, "macro.dbt.load_relation": {"name": "load_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.load_relation", "macro_sql": "{% macro load_relation(relation) %}\n {{ return(load_cached_relation(relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.load_cached_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.0605729, "supported_languages": null}, "macro.dbt.collect_freshness": {"name": "collect_freshness", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/freshness.sql", "original_file_path": "macros/adapters/freshness.sql", "unique_id": "macro.dbt.collect_freshness", "macro_sql": "{% macro collect_freshness(source, loaded_at_field, filter) %}\n {{ return(adapter.dispatch('collect_freshness', 'dbt')(source, loaded_at_field, filter))}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__collect_freshness"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.060957, "supported_languages": null}, "macro.dbt.default__collect_freshness": {"name": "default__collect_freshness", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/freshness.sql", "original_file_path": "macros/adapters/freshness.sql", "unique_id": "macro.dbt.default__collect_freshness", "macro_sql": "{% macro default__collect_freshness(source, loaded_at_field, filter) %}\n {% call statement('collect_freshness', fetch_result=True, auto_begin=False) -%}\n select\n max({{ loaded_at_field }}) as max_loaded_at,\n {{ current_timestamp() }} as snapshotted_at\n from {{ source }}\n {% if filter %}\n where {{ filter }}\n {% endif %}\n {% endcall %}\n {{ return(load_result('collect_freshness')) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.current_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.0613408, "supported_languages": null}, "macro.dbt.validate_sql": {"name": "validate_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/validate_sql.sql", "original_file_path": "macros/adapters/validate_sql.sql", "unique_id": "macro.dbt.validate_sql", "macro_sql": "{% macro validate_sql(sql) -%}\n {{ return(adapter.dispatch('validate_sql', 'dbt')(sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__validate_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.061604, "supported_languages": null}, "macro.dbt.default__validate_sql": {"name": "default__validate_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/validate_sql.sql", "original_file_path": "macros/adapters/validate_sql.sql", "unique_id": "macro.dbt.default__validate_sql", "macro_sql": "{% macro default__validate_sql(sql) -%}\n {% call statement('validate_sql') -%}\n explain {{ sql }}\n {% endcall %}\n {{ return(load_result('validate_sql')) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.061815, "supported_languages": null}, "macro.dbt.copy_grants": {"name": "copy_grants", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.copy_grants", "macro_sql": "{% macro copy_grants() %}\n {{ return(adapter.dispatch('copy_grants', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__copy_grants"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.063394, "supported_languages": null}, "macro.dbt.default__copy_grants": {"name": "default__copy_grants", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__copy_grants", "macro_sql": "{% macro default__copy_grants() %}\n {{ return(True) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.0635011, "supported_languages": null}, "macro.dbt.support_multiple_grantees_per_dcl_statement": {"name": "support_multiple_grantees_per_dcl_statement", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.support_multiple_grantees_per_dcl_statement", "macro_sql": "{% macro support_multiple_grantees_per_dcl_statement() %}\n {{ return(adapter.dispatch('support_multiple_grantees_per_dcl_statement', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__support_multiple_grantees_per_dcl_statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.063654, "supported_languages": null}, "macro.dbt.default__support_multiple_grantees_per_dcl_statement": {"name": "default__support_multiple_grantees_per_dcl_statement", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__support_multiple_grantees_per_dcl_statement", "macro_sql": "\n\n{%- macro default__support_multiple_grantees_per_dcl_statement() -%}\n {{ return(True) }}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.063755, "supported_languages": null}, "macro.dbt.should_revoke": {"name": "should_revoke", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.should_revoke", "macro_sql": "{% macro should_revoke(existing_relation, full_refresh_mode=True) %}\n\n {% if not existing_relation %}\n {#-- The table doesn't already exist, so no grants to copy over --#}\n {{ return(False) }}\n {% elif full_refresh_mode %}\n {#-- The object is being REPLACED -- whether grants are copied over depends on the value of user config --#}\n {{ return(copy_grants()) }}\n {% else %}\n {#-- The table is being merged/upserted/inserted -- grants will be carried over --#}\n {{ return(True) }}\n {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.copy_grants"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.064141, "supported_languages": null}, "macro.dbt.get_show_grant_sql": {"name": "get_show_grant_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.get_show_grant_sql", "macro_sql": "{% macro get_show_grant_sql(relation) %}\n {{ return(adapter.dispatch(\"get_show_grant_sql\", \"dbt\")(relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_show_grant_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.0643148, "supported_languages": null}, "macro.dbt.default__get_show_grant_sql": {"name": "default__get_show_grant_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__get_show_grant_sql", "macro_sql": "{% macro default__get_show_grant_sql(relation) %}\n show grants on {{ relation }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.064409, "supported_languages": null}, "macro.dbt.get_grant_sql": {"name": "get_grant_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.get_grant_sql", "macro_sql": "{% macro get_grant_sql(relation, privilege, grantees) %}\n {{ return(adapter.dispatch('get_grant_sql', 'dbt')(relation, privilege, grantees)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_grant_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.064611, "supported_languages": null}, "macro.dbt.default__get_grant_sql": {"name": "default__get_grant_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__get_grant_sql", "macro_sql": "\n\n{%- macro default__get_grant_sql(relation, privilege, grantees) -%}\n grant {{ privilege }} on {{ relation }} to {{ grantees | join(', ') }}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.064791, "supported_languages": null}, "macro.dbt.get_revoke_sql": {"name": "get_revoke_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.get_revoke_sql", "macro_sql": "{% macro get_revoke_sql(relation, privilege, grantees) %}\n {{ return(adapter.dispatch('get_revoke_sql', 'dbt')(relation, privilege, grantees)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_revoke_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.065002, "supported_languages": null}, "macro.dbt.default__get_revoke_sql": {"name": "default__get_revoke_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__get_revoke_sql", "macro_sql": "\n\n{%- macro default__get_revoke_sql(relation, privilege, grantees) -%}\n revoke {{ privilege }} on {{ relation }} from {{ grantees | join(', ') }}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.065171, "supported_languages": null}, "macro.dbt.get_dcl_statement_list": {"name": "get_dcl_statement_list", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.get_dcl_statement_list", "macro_sql": "{% macro get_dcl_statement_list(relation, grant_config, get_dcl_macro) %}\n {{ return(adapter.dispatch('get_dcl_statement_list', 'dbt')(relation, grant_config, get_dcl_macro)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_dcl_statement_list"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.065386, "supported_languages": null}, "macro.dbt.default__get_dcl_statement_list": {"name": "default__get_dcl_statement_list", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__get_dcl_statement_list", "macro_sql": "\n\n{%- macro default__get_dcl_statement_list(relation, grant_config, get_dcl_macro) -%}\n {#\n -- Unpack grant_config into specific privileges and the set of users who need them granted/revoked.\n -- Depending on whether this database supports multiple grantees per statement, pass in the list of\n -- all grantees per privilege, or (if not) template one statement per privilege-grantee pair.\n -- `get_dcl_macro` will be either `get_grant_sql` or `get_revoke_sql`\n #}\n {%- set dcl_statements = [] -%}\n {%- for privilege, grantees in grant_config.items() %}\n {%- if support_multiple_grantees_per_dcl_statement() and grantees -%}\n {%- set dcl = get_dcl_macro(relation, privilege, grantees) -%}\n {%- do dcl_statements.append(dcl) -%}\n {%- else -%}\n {%- for grantee in grantees -%}\n {% set dcl = get_dcl_macro(relation, privilege, [grantee]) %}\n {%- do dcl_statements.append(dcl) -%}\n {% endfor -%}\n {%- endif -%}\n {%- endfor -%}\n {{ return(dcl_statements) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.support_multiple_grantees_per_dcl_statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.0660129, "supported_languages": null}, "macro.dbt.call_dcl_statements": {"name": "call_dcl_statements", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.call_dcl_statements", "macro_sql": "{% macro call_dcl_statements(dcl_statement_list) %}\n {{ return(adapter.dispatch(\"call_dcl_statements\", \"dbt\")(dcl_statement_list)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__call_dcl_statements"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.066197, "supported_languages": null}, "macro.dbt.default__call_dcl_statements": {"name": "default__call_dcl_statements", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__call_dcl_statements", "macro_sql": "{% macro default__call_dcl_statements(dcl_statement_list) %}\n {#\n -- By default, supply all grant + revoke statements in a single semicolon-separated block,\n -- so that they're all processed together.\n\n -- Some databases do not support this. Those adapters will need to override this macro\n -- to run each statement individually.\n #}\n {% call statement('grants') %}\n {% for dcl_statement in dcl_statement_list %}\n {{ dcl_statement }};\n {% endfor %}\n {% endcall %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.066431, "supported_languages": null}, "macro.dbt.apply_grants": {"name": "apply_grants", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.apply_grants", "macro_sql": "{% macro apply_grants(relation, grant_config, should_revoke) %}\n {{ return(adapter.dispatch(\"apply_grants\", \"dbt\")(relation, grant_config, should_revoke)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__apply_grants"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.066648, "supported_languages": null}, "macro.dbt.default__apply_grants": {"name": "default__apply_grants", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__apply_grants", "macro_sql": "{% macro default__apply_grants(relation, grant_config, should_revoke=True) %}\n {#-- If grant_config is {} or None, this is a no-op --#}\n {% if grant_config %}\n {% if should_revoke %}\n {#-- We think previous grants may have carried over --#}\n {#-- Show current grants and calculate diffs --#}\n {% set current_grants_table = run_query(get_show_grant_sql(relation)) %}\n {% set current_grants_dict = adapter.standardize_grants_dict(current_grants_table) %}\n {% set needs_granting = diff_of_two_dicts(grant_config, current_grants_dict) %}\n {% set needs_revoking = diff_of_two_dicts(current_grants_dict, grant_config) %}\n {% if not (needs_granting or needs_revoking) %}\n {{ log('On ' ~ relation ~': All grants are in place, no revocation or granting needed.')}}\n {% endif %}\n {% else %}\n {#-- We don't think there's any chance of previous grants having carried over. --#}\n {#-- Jump straight to granting what the user has configured. --#}\n {% set needs_revoking = {} %}\n {% set needs_granting = grant_config %}\n {% endif %}\n {% if needs_granting or needs_revoking %}\n {% set revoke_statement_list = get_dcl_statement_list(relation, needs_revoking, get_revoke_sql) %}\n {% set grant_statement_list = get_dcl_statement_list(relation, needs_granting, get_grant_sql) %}\n {% set dcl_statement_list = revoke_statement_list + grant_statement_list %}\n {% if dcl_statement_list %}\n {{ call_dcl_statements(dcl_statement_list) }}\n {% endif %}\n {% endif %}\n {% endif %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_query", "macro.dbt.get_show_grant_sql", "macro.dbt.get_dcl_statement_list", "macro.dbt.call_dcl_statements"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.06769, "supported_languages": null}, "macro.dbt.get_show_sql": {"name": "get_show_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/show.sql", "original_file_path": "macros/adapters/show.sql", "unique_id": "macro.dbt.get_show_sql", "macro_sql": "{% macro get_show_sql(compiled_code, sql_header, limit) -%}\n {%- if sql_header -%}\n {{ sql_header }}\n {%- endif -%}\n {%- if limit is not none -%}\n {{ get_limit_subquery_sql(compiled_code, limit) }}\n {%- else -%}\n {{ compiled_code }}\n {%- endif -%}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_limit_subquery_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.068172, "supported_languages": null}, "macro.dbt.get_limit_subquery_sql": {"name": "get_limit_subquery_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/show.sql", "original_file_path": "macros/adapters/show.sql", "unique_id": "macro.dbt.get_limit_subquery_sql", "macro_sql": "{% macro get_limit_subquery_sql(sql, limit) %}\n {{ adapter.dispatch('get_limit_subquery_sql', 'dbt')(sql, limit) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_limit_subquery_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.068347, "supported_languages": null}, "macro.dbt.default__get_limit_subquery_sql": {"name": "default__get_limit_subquery_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/show.sql", "original_file_path": "macros/adapters/show.sql", "unique_id": "macro.dbt.default__get_limit_subquery_sql", "macro_sql": "{% macro default__get_limit_subquery_sql(sql, limit) %}\n select *\n from (\n {{ sql }}\n ) as model_limit_subq\n limit {{ limit }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.068469, "supported_languages": null}, "macro.dbt.alter_column_comment": {"name": "alter_column_comment", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "unique_id": "macro.dbt.alter_column_comment", "macro_sql": "{% macro alter_column_comment(relation, column_dict) -%}\n {{ return(adapter.dispatch('alter_column_comment', 'dbt')(relation, column_dict)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__alter_column_comment"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.069088, "supported_languages": null}, "macro.dbt.default__alter_column_comment": {"name": "default__alter_column_comment", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "unique_id": "macro.dbt.default__alter_column_comment", "macro_sql": "{% macro default__alter_column_comment(relation, column_dict) -%}\n {{ exceptions.raise_not_implemented(\n 'alter_column_comment macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.069247, "supported_languages": null}, "macro.dbt.alter_relation_comment": {"name": "alter_relation_comment", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "unique_id": "macro.dbt.alter_relation_comment", "macro_sql": "{% macro alter_relation_comment(relation, relation_comment) -%}\n {{ return(adapter.dispatch('alter_relation_comment', 'dbt')(relation, relation_comment)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__alter_relation_comment"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.069429, "supported_languages": null}, "macro.dbt.default__alter_relation_comment": {"name": "default__alter_relation_comment", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "unique_id": "macro.dbt.default__alter_relation_comment", "macro_sql": "{% macro default__alter_relation_comment(relation, relation_comment) -%}\n {{ exceptions.raise_not_implemented(\n 'alter_relation_comment macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.06958, "supported_languages": null}, "macro.dbt.persist_docs": {"name": "persist_docs", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "unique_id": "macro.dbt.persist_docs", "macro_sql": "{% macro persist_docs(relation, model, for_relation=true, for_columns=true) -%}\n {{ return(adapter.dispatch('persist_docs', 'dbt')(relation, model, for_relation, for_columns)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.069831, "supported_languages": null}, "macro.dbt.default__persist_docs": {"name": "default__persist_docs", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "unique_id": "macro.dbt.default__persist_docs", "macro_sql": "{% macro default__persist_docs(relation, model, for_relation, for_columns) -%}\n {% if for_relation and config.persist_relation_docs() and model.description %}\n {% do run_query(alter_relation_comment(relation, model.description)) %}\n {% endif %}\n\n {% if for_columns and config.persist_column_docs() and model.columns %}\n {% do run_query(alter_column_comment(relation, model.columns)) %}\n {% endif %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_query", "macro.dbt.alter_relation_comment", "macro.dbt.alter_column_comment"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.0703628, "supported_languages": null}, "macro.dbt.get_catalog_relations": {"name": "get_catalog_relations", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.get_catalog_relations", "macro_sql": "{% macro get_catalog_relations(information_schema, relations) -%}\n {{ return(adapter.dispatch('get_catalog_relations', 'dbt')(information_schema, relations)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_catalog_relations"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.0728781, "supported_languages": null}, "macro.dbt.default__get_catalog_relations": {"name": "default__get_catalog_relations", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__get_catalog_relations", "macro_sql": "{% macro default__get_catalog_relations(information_schema, relations) -%}\n {% set typename = adapter.type() %}\n {% set msg -%}\n get_catalog_relations not implemented for {{ typename }}\n {%- endset %}\n\n {{ exceptions.raise_compiler_error(msg) }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.073118, "supported_languages": null}, "macro.dbt.get_catalog": {"name": "get_catalog", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.get_catalog", "macro_sql": "{% macro get_catalog(information_schema, schemas) -%}\n {{ return(adapter.dispatch('get_catalog', 'dbt')(information_schema, schemas)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_catalog"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.073306, "supported_languages": null}, "macro.dbt.default__get_catalog": {"name": "default__get_catalog", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__get_catalog", "macro_sql": "{% macro default__get_catalog(information_schema, schemas) -%}\n\n {% set typename = adapter.type() %}\n {% set msg -%}\n get_catalog not implemented for {{ typename }}\n {%- endset %}\n\n {{ exceptions.raise_compiler_error(msg) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.073539, "supported_languages": null}, "macro.dbt.information_schema_name": {"name": "information_schema_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.information_schema_name", "macro_sql": "{% macro information_schema_name(database) %}\n {{ return(adapter.dispatch('information_schema_name', 'dbt')(database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__information_schema_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.0737112, "supported_languages": null}, "macro.dbt.default__information_schema_name": {"name": "default__information_schema_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__information_schema_name", "macro_sql": "{% macro default__information_schema_name(database) -%}\n {%- if database -%}\n {{ database }}.INFORMATION_SCHEMA\n {%- else -%}\n INFORMATION_SCHEMA\n {%- endif -%}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.073853, "supported_languages": null}, "macro.dbt.list_schemas": {"name": "list_schemas", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.list_schemas", "macro_sql": "{% macro list_schemas(database) -%}\n {{ return(adapter.dispatch('list_schemas', 'dbt')(database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__list_schemas"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.074017, "supported_languages": null}, "macro.dbt.default__list_schemas": {"name": "default__list_schemas", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__list_schemas", "macro_sql": "{% macro default__list_schemas(database) -%}\n {% set sql %}\n select distinct schema_name\n from {{ information_schema_name(database) }}.SCHEMATA\n where catalog_name ilike '{{ database }}'\n {% endset %}\n {{ return(run_query(sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.information_schema_name", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.074242, "supported_languages": null}, "macro.dbt.check_schema_exists": {"name": "check_schema_exists", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.check_schema_exists", "macro_sql": "{% macro check_schema_exists(information_schema, schema) -%}\n {{ return(adapter.dispatch('check_schema_exists', 'dbt')(information_schema, schema)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__check_schema_exists"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.0744278, "supported_languages": null}, "macro.dbt.default__check_schema_exists": {"name": "default__check_schema_exists", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__check_schema_exists", "macro_sql": "{% macro default__check_schema_exists(information_schema, schema) -%}\n {% set sql -%}\n select count(*)\n from {{ information_schema.replace(information_schema_view='SCHEMATA') }}\n where catalog_name='{{ information_schema.database }}'\n and schema_name='{{ schema }}'\n {%- endset %}\n {{ return(run_query(sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.replace", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.0747032, "supported_languages": null}, "macro.dbt.list_relations_without_caching": {"name": "list_relations_without_caching", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.list_relations_without_caching", "macro_sql": "{% macro list_relations_without_caching(schema_relation) %}\n {{ return(adapter.dispatch('list_relations_without_caching', 'dbt')(schema_relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__list_relations_without_caching"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.074881, "supported_languages": null}, "macro.dbt.default__list_relations_without_caching": {"name": "default__list_relations_without_caching", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__list_relations_without_caching", "macro_sql": "{% macro default__list_relations_without_caching(schema_relation) %}\n {{ exceptions.raise_not_implemented(\n 'list_relations_without_caching macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.0750332, "supported_languages": null}, "macro.dbt.get_relations": {"name": "get_relations", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.get_relations", "macro_sql": "{% macro get_relations() %}\n {{ return(adapter.dispatch('get_relations', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_relations"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.075191, "supported_languages": null}, "macro.dbt.default__get_relations": {"name": "default__get_relations", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__get_relations", "macro_sql": "{% macro default__get_relations() %}\n {{ exceptions.raise_not_implemented(\n 'get_relations macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.075337, "supported_languages": null}, "macro.dbt.get_relation_last_modified": {"name": "get_relation_last_modified", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.get_relation_last_modified", "macro_sql": "{% macro get_relation_last_modified(information_schema, relations) %}\n {{ return(adapter.dispatch('get_relation_last_modified', 'dbt')(information_schema, relations)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_relation_last_modified"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.075531, "supported_languages": null}, "macro.dbt.default__get_relation_last_modified": {"name": "default__get_relation_last_modified", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__get_relation_last_modified", "macro_sql": "{% macro default__get_relation_last_modified(information_schema, relations) %}\n {{ exceptions.raise_not_implemented(\n 'get_relation_last_modified macro not implemented for adapter ' + adapter.type()) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.075694, "supported_languages": null}, "macro.dbt.get_columns_in_relation": {"name": "get_columns_in_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.get_columns_in_relation", "macro_sql": "{% macro get_columns_in_relation(relation) -%}\n {{ return(adapter.dispatch('get_columns_in_relation', 'dbt')(relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_columns_in_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.077812, "supported_languages": null}, "macro.dbt.default__get_columns_in_relation": {"name": "default__get_columns_in_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.default__get_columns_in_relation", "macro_sql": "{% macro default__get_columns_in_relation(relation) -%}\n {{ exceptions.raise_not_implemented(\n 'get_columns_in_relation macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.0780602, "supported_languages": null}, "macro.dbt.sql_convert_columns_in_relation": {"name": "sql_convert_columns_in_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.sql_convert_columns_in_relation", "macro_sql": "{% macro sql_convert_columns_in_relation(table) -%}\n {% set columns = [] %}\n {% for row in table %}\n {% do columns.append(api.Column(*row)) %}\n {% endfor %}\n {{ return(columns) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.07836, "supported_languages": null}, "macro.dbt.get_empty_subquery_sql": {"name": "get_empty_subquery_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.get_empty_subquery_sql", "macro_sql": "{% macro get_empty_subquery_sql(select_sql, select_sql_header=none) -%}\n {{ return(adapter.dispatch('get_empty_subquery_sql', 'dbt')(select_sql, select_sql_header)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_empty_subquery_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.078567, "supported_languages": null}, "macro.dbt.default__get_empty_subquery_sql": {"name": "default__get_empty_subquery_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.default__get_empty_subquery_sql", "macro_sql": "{% macro default__get_empty_subquery_sql(select_sql, select_sql_header=none) %}\n {%- if select_sql_header is not none -%}\n {{ select_sql_header }}\n {%- endif -%}\n select * from (\n {{ select_sql }}\n ) as __dbt_sbq\n where false\n limit 0\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.078773, "supported_languages": null}, "macro.dbt.get_empty_schema_sql": {"name": "get_empty_schema_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.get_empty_schema_sql", "macro_sql": "{% macro get_empty_schema_sql(columns) -%}\n {{ return(adapter.dispatch('get_empty_schema_sql', 'dbt')(columns)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_empty_schema_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.078942, "supported_languages": null}, "macro.dbt.default__get_empty_schema_sql": {"name": "default__get_empty_schema_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.default__get_empty_schema_sql", "macro_sql": "{% macro default__get_empty_schema_sql(columns) %}\n {%- set col_err = [] -%}\n {%- set col_naked_numeric = [] -%}\n select\n {% for i in columns %}\n {%- set col = columns[i] -%}\n {%- if col['data_type'] is not defined -%}\n {%- do col_err.append(col['name']) -%}\n {#-- If this column's type is just 'numeric' then it is missing precision/scale, raise a warning --#}\n {%- elif col['data_type'].strip().lower() in ('numeric', 'decimal', 'number') -%}\n {%- do col_naked_numeric.append(col['name']) -%}\n {%- endif -%}\n {% set col_name = adapter.quote(col['name']) if col.get('quote') else col['name'] %}\n cast(null as {{ col['data_type'] }}) as {{ col_name }}{{ \", \" if not loop.last }}\n {%- endfor -%}\n {%- if (col_err | length) > 0 -%}\n {{ exceptions.column_type_missing(column_names=col_err) }}\n {%- elif (col_naked_numeric | length) > 0 -%}\n {{ exceptions.warn(\"Detected columns with numeric type and unspecified precision/scale, this can lead to unintended rounding: \" ~ col_naked_numeric ~ \"`\") }}\n {%- endif -%}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.080001, "supported_languages": null}, "macro.dbt.get_column_schema_from_query": {"name": "get_column_schema_from_query", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.get_column_schema_from_query", "macro_sql": "{% macro get_column_schema_from_query(select_sql, select_sql_header=none) -%}\n {% set columns = [] %}\n {# -- Using an 'empty subquery' here to get the same schema as the given select_sql statement, without necessitating a data scan.#}\n {% set sql = get_empty_subquery_sql(select_sql, select_sql_header) %}\n {% set column_schema = adapter.get_column_schema_from_query(sql) %}\n {{ return(column_schema) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_empty_subquery_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.0803268, "supported_languages": null}, "macro.dbt.get_columns_in_query": {"name": "get_columns_in_query", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.get_columns_in_query", "macro_sql": "{% macro get_columns_in_query(select_sql) -%}\n {{ return(adapter.dispatch('get_columns_in_query', 'dbt')(select_sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_columns_in_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.0805, "supported_languages": null}, "macro.dbt.default__get_columns_in_query": {"name": "default__get_columns_in_query", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.default__get_columns_in_query", "macro_sql": "{% macro default__get_columns_in_query(select_sql) %}\n {% call statement('get_columns_in_query', fetch_result=True, auto_begin=False) -%}\n {{ get_empty_subquery_sql(select_sql) }}\n {% endcall %}\n {{ return(load_result('get_columns_in_query').table.columns | map(attribute='name') | list) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.get_empty_subquery_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.080832, "supported_languages": null}, "macro.dbt.alter_column_type": {"name": "alter_column_type", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.alter_column_type", "macro_sql": "{% macro alter_column_type(relation, column_name, new_column_type) -%}\n {{ return(adapter.dispatch('alter_column_type', 'dbt')(relation, column_name, new_column_type)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__alter_column_type"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.08104, "supported_languages": null}, "macro.dbt.default__alter_column_type": {"name": "default__alter_column_type", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.default__alter_column_type", "macro_sql": "{% macro default__alter_column_type(relation, column_name, new_column_type) -%}\n {#\n 1. Create a new column (w/ temp name and correct type)\n 2. Copy data over to it\n 3. Drop the existing column (cascade!)\n 4. Rename the new column to existing column\n #}\n {%- set tmp_column = column_name + \"__dbt_alter\" -%}\n\n {% call statement('alter_column_type') %}\n alter table {{ relation }} add column {{ adapter.quote(tmp_column) }} {{ new_column_type }};\n update {{ relation }} set {{ adapter.quote(tmp_column) }} = {{ adapter.quote(column_name) }};\n alter table {{ relation }} drop column {{ adapter.quote(column_name) }} cascade;\n alter table {{ relation }} rename column {{ adapter.quote(tmp_column) }} to {{ adapter.quote(column_name) }}\n {% endcall %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.081583, "supported_languages": null}, "macro.dbt.alter_relation_add_remove_columns": {"name": "alter_relation_add_remove_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.alter_relation_add_remove_columns", "macro_sql": "{% macro alter_relation_add_remove_columns(relation, add_columns = none, remove_columns = none) -%}\n {{ return(adapter.dispatch('alter_relation_add_remove_columns', 'dbt')(relation, add_columns, remove_columns)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__alter_relation_add_remove_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.0818229, "supported_languages": null}, "macro.dbt.default__alter_relation_add_remove_columns": {"name": "default__alter_relation_add_remove_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.default__alter_relation_add_remove_columns", "macro_sql": "{% macro default__alter_relation_add_remove_columns(relation, add_columns, remove_columns) %}\n\n {% if add_columns is none %}\n {% set add_columns = [] %}\n {% endif %}\n {% if remove_columns is none %}\n {% set remove_columns = [] %}\n {% endif %}\n\n {% set sql -%}\n\n alter {{ relation.type }} {{ relation }}\n\n {% for column in add_columns %}\n add column {{ column.name }} {{ column.data_type }}{{ ',' if not loop.last }}\n {% endfor %}{{ ',' if add_columns and remove_columns }}\n\n {% for column in remove_columns %}\n drop column {{ column.name }}{{ ',' if not loop.last }}\n {% endfor %}\n\n {%- endset -%}\n\n {% do run_query(sql) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.082539, "supported_languages": null}, "macro.dbt.resolve_model_name": {"name": "resolve_model_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.resolve_model_name", "macro_sql": "{% macro resolve_model_name(input_model_name) %}\n {{ return(adapter.dispatch('resolve_model_name', 'dbt')(input_model_name)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__resolve_model_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.084034, "supported_languages": null}, "macro.dbt.default__resolve_model_name": {"name": "default__resolve_model_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.default__resolve_model_name", "macro_sql": "\n\n{%- macro default__resolve_model_name(input_model_name) -%}\n {{ input_model_name | string | replace('\"', '\\\"') }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.084179, "supported_languages": null}, "macro.dbt.build_ref_function": {"name": "build_ref_function", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.build_ref_function", "macro_sql": "{% macro build_ref_function(model) %}\n\n {%- set ref_dict = {} -%}\n {%- for _ref in model.refs -%}\n {% set _ref_args = [_ref.get('package'), _ref['name']] if _ref.get('package') else [_ref['name'],] %}\n {%- set resolved = ref(*_ref_args, v=_ref.get('version')) -%}\n {%- if _ref.get('version') -%}\n {% do _ref_args.extend([\"v\" ~ _ref['version']]) %}\n {%- endif -%}\n {%- do ref_dict.update({_ref_args | join('.'): resolve_model_name(resolved)}) -%}\n {%- endfor -%}\n\ndef ref(*args, **kwargs):\n refs = {{ ref_dict | tojson }}\n key = '.'.join(args)\n version = kwargs.get(\"v\") or kwargs.get(\"version\")\n if version:\n key += f\".v{version}\"\n dbt_load_df_function = kwargs.get(\"dbt_load_df_function\")\n return dbt_load_df_function(refs[key])\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.resolve_model_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.084918, "supported_languages": null}, "macro.dbt.build_source_function": {"name": "build_source_function", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.build_source_function", "macro_sql": "{% macro build_source_function(model) %}\n\n {%- set source_dict = {} -%}\n {%- for _source in model.sources -%}\n {%- set resolved = source(*_source) -%}\n {%- do source_dict.update({_source | join('.'): resolve_model_name(resolved)}) -%}\n {%- endfor -%}\n\ndef source(*args, dbt_load_df_function):\n sources = {{ source_dict | tojson }}\n key = '.'.join(args)\n return dbt_load_df_function(sources[key])\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.resolve_model_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.085382, "supported_languages": null}, "macro.dbt.build_config_dict": {"name": "build_config_dict", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.build_config_dict", "macro_sql": "{% macro build_config_dict(model) %}\n {%- set config_dict = {} -%}\n {% set config_dbt_used = zip(model.config.config_keys_used, model.config.config_keys_defaults) | list %}\n {%- for key, default in config_dbt_used -%}\n {# weird type testing with enum, would be much easier to write this logic in Python! #}\n {%- if key == \"language\" -%}\n {%- set value = \"python\" -%}\n {%- endif -%}\n {%- set value = model.config.get(key, default) -%}\n {%- do config_dict.update({key: value}) -%}\n {%- endfor -%}\nconfig_dict = {{ config_dict }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.085928, "supported_languages": null}, "macro.dbt.py_script_postfix": {"name": "py_script_postfix", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.py_script_postfix", "macro_sql": "{% macro py_script_postfix(model) %}\n# This part is user provided model code\n# you will need to copy the next section to run the code\n# COMMAND ----------\n# this part is dbt logic for get ref work, do not modify\n\n{{ build_ref_function(model ) }}\n{{ build_source_function(model ) }}\n{{ build_config_dict(model) }}\n\nclass config:\n def __init__(self, *args, **kwargs):\n pass\n\n @staticmethod\n def get(key, default=None):\n return config_dict.get(key, default)\n\nclass this:\n \"\"\"dbt.this() or dbt.this.identifier\"\"\"\n database = \"{{ this.database }}\"\n schema = \"{{ this.schema }}\"\n identifier = \"{{ this.identifier }}\"\n {% set this_relation_name = resolve_model_name(this) %}\n def __repr__(self):\n return '{{ this_relation_name }}'\n\n\nclass dbtObj:\n def __init__(self, load_df_function) -> None:\n self.source = lambda *args: source(*args, dbt_load_df_function=load_df_function)\n self.ref = lambda *args, **kwargs: ref(*args, **kwargs, dbt_load_df_function=load_df_function)\n self.config = config\n self.this = this()\n self.is_incremental = {{ is_incremental() }}\n\n# COMMAND ----------\n{{py_script_comment()}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.build_ref_function", "macro.dbt.build_source_function", "macro.dbt.build_config_dict", "macro.dbt.resolve_model_name", "macro.dbt.is_incremental", "macro.dbt.py_script_comment"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.0863569, "supported_languages": null}, "macro.dbt.py_script_comment": {"name": "py_script_comment", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.py_script_comment", "macro_sql": "{%macro py_script_comment()%}\n{%endmacro%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.086426, "supported_languages": null}, "macro.dbt.test_unique": {"name": "test_unique", "resource_type": "macro", "package_name": "dbt", "path": "tests/generic/builtin.sql", "original_file_path": "tests/generic/builtin.sql", "unique_id": "macro.dbt.test_unique", "macro_sql": "{% test unique(model, column_name) %}\n {% set macro = adapter.dispatch('test_unique', 'dbt') %}\n {{ macro(model, column_name) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt.default__test_unique"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.0868852, "supported_languages": null}, "macro.dbt.test_not_null": {"name": "test_not_null", "resource_type": "macro", "package_name": "dbt", "path": "tests/generic/builtin.sql", "original_file_path": "tests/generic/builtin.sql", "unique_id": "macro.dbt.test_not_null", "macro_sql": "{% test not_null(model, column_name) %}\n {% set macro = adapter.dispatch('test_not_null', 'dbt') %}\n {{ macro(model, column_name) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt.default__test_not_null"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.087105, "supported_languages": null}, "macro.dbt.test_accepted_values": {"name": "test_accepted_values", "resource_type": "macro", "package_name": "dbt", "path": "tests/generic/builtin.sql", "original_file_path": "tests/generic/builtin.sql", "unique_id": "macro.dbt.test_accepted_values", "macro_sql": "{% test accepted_values(model, column_name, values, quote=True) %}\n {% set macro = adapter.dispatch('test_accepted_values', 'dbt') %}\n {{ macro(model, column_name, values, quote) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt.default__test_accepted_values"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.0873752, "supported_languages": null}, "macro.dbt.test_relationships": {"name": "test_relationships", "resource_type": "macro", "package_name": "dbt", "path": "tests/generic/builtin.sql", "original_file_path": "tests/generic/builtin.sql", "unique_id": "macro.dbt.test_relationships", "macro_sql": "{% test relationships(model, column_name, to, field) %}\n {% set macro = adapter.dispatch('test_relationships', 'dbt') %}\n {{ macro(model, column_name, to, field) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt.default__test_relationships"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.087627, "supported_languages": null}, "macro.dbt_utils.get_url_host": {"name": "get_url_host", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/web/get_url_host.sql", "original_file_path": "macros/web/get_url_host.sql", "unique_id": "macro.dbt_utils.get_url_host", "macro_sql": "{% macro get_url_host(field) -%}\n {{ return(adapter.dispatch('get_url_host', 'dbt_utils')(field)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_url_host"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.087949, "supported_languages": null}, "macro.dbt_utils.default__get_url_host": {"name": "default__get_url_host", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/web/get_url_host.sql", "original_file_path": "macros/web/get_url_host.sql", "unique_id": "macro.dbt_utils.default__get_url_host", "macro_sql": "{% macro default__get_url_host(field) -%}\n\n{%- set parsed =\n dbt.split_part(\n dbt.split_part(\n dbt.replace(\n dbt.replace(\n dbt.replace(field, \"'android-app://'\", \"''\"\n ), \"'http://'\", \"''\"\n ), \"'https://'\", \"''\"\n ), \"'/'\", 1\n ), \"'?'\", 1\n )\n\n-%}\n\n\n {{ dbt.safe_cast(\n parsed,\n dbt.type_string()\n )}}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.split_part", "macro.dbt.replace", "macro.dbt.safe_cast", "macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.0883799, "supported_languages": null}, "macro.dbt_utils.get_url_path": {"name": "get_url_path", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/web/get_url_path.sql", "original_file_path": "macros/web/get_url_path.sql", "unique_id": "macro.dbt_utils.get_url_path", "macro_sql": "{% macro get_url_path(field) -%}\n {{ return(adapter.dispatch('get_url_path', 'dbt_utils')(field)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_url_path"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.088799, "supported_languages": null}, "macro.dbt_utils.default__get_url_path": {"name": "default__get_url_path", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/web/get_url_path.sql", "original_file_path": "macros/web/get_url_path.sql", "unique_id": "macro.dbt_utils.default__get_url_path", "macro_sql": "{% macro default__get_url_path(field) -%}\n\n {%- set stripped_url =\n dbt.replace(\n dbt.replace(field, \"'http://'\", \"''\"), \"'https://'\", \"''\")\n -%}\n\n {%- set first_slash_pos -%}\n coalesce(\n nullif({{ dbt.position(\"'/'\", stripped_url) }}, 0),\n {{ dbt.position(\"'?'\", stripped_url) }} - 1\n )\n {%- endset -%}\n\n {%- set parsed_path =\n dbt.split_part(\n dbt.right(\n stripped_url,\n dbt.length(stripped_url) ~ \"-\" ~ first_slash_pos\n ),\n \"'?'\", 1\n )\n -%}\n\n {{ dbt.safe_cast(\n parsed_path,\n dbt.type_string()\n )}}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.replace", "macro.dbt.position", "macro.dbt.split_part", "macro.dbt.right", "macro.dbt.length", "macro.dbt.safe_cast", "macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.089386, "supported_languages": null}, "macro.dbt_utils.get_url_parameter": {"name": "get_url_parameter", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/web/get_url_parameter.sql", "original_file_path": "macros/web/get_url_parameter.sql", "unique_id": "macro.dbt_utils.get_url_parameter", "macro_sql": "{% macro get_url_parameter(field, url_parameter) -%}\n {{ return(adapter.dispatch('get_url_parameter', 'dbt_utils')(field, url_parameter)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_url_parameter"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.08967, "supported_languages": null}, "macro.dbt_utils.default__get_url_parameter": {"name": "default__get_url_parameter", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/web/get_url_parameter.sql", "original_file_path": "macros/web/get_url_parameter.sql", "unique_id": "macro.dbt_utils.default__get_url_parameter", "macro_sql": "{% macro default__get_url_parameter(field, url_parameter) -%}\n\n{%- set formatted_url_parameter = \"'\" + url_parameter + \"='\" -%}\n\n{%- set split = dbt.split_part(dbt.split_part(field, formatted_url_parameter, 2), \"'&'\", 1) -%}\n\nnullif({{ split }},'')\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.split_part"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.089969, "supported_languages": null}, "macro.dbt_utils.test_fewer_rows_than": {"name": "test_fewer_rows_than", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/fewer_rows_than.sql", "original_file_path": "macros/generic_tests/fewer_rows_than.sql", "unique_id": "macro.dbt_utils.test_fewer_rows_than", "macro_sql": "{% test fewer_rows_than(model, compare_model, group_by_columns = []) %}\n {{ return(adapter.dispatch('test_fewer_rows_than', 'dbt_utils')(model, compare_model, group_by_columns)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_fewer_rows_than"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.090972, "supported_languages": null}, "macro.dbt_utils.default__test_fewer_rows_than": {"name": "default__test_fewer_rows_than", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/fewer_rows_than.sql", "original_file_path": "macros/generic_tests/fewer_rows_than.sql", "unique_id": "macro.dbt_utils.default__test_fewer_rows_than", "macro_sql": "{% macro default__test_fewer_rows_than(model, compare_model, group_by_columns) %}\n\n{{ config(fail_calc = 'sum(coalesce(row_count_delta, 0))') }}\n\n{% if group_by_columns|length() > 0 %}\n {% set select_gb_cols = group_by_columns|join(' ,') + ', ' %}\n {% set join_gb_cols %}\n {% for c in group_by_columns %}\n and a.{{c}} = b.{{c}}\n {% endfor %}\n {% endset %}\n {% set groupby_gb_cols = 'group by ' + group_by_columns|join(',') %}\n{% endif %}\n\n{#-- We must add a fake join key in case additional grouping variables are not provided --#}\n{#-- Redshift does not allow for dynamically created join conditions (e.g. full join on 1 = 1 --#}\n{#-- The same logic is used in equal_rowcount. In case of changes, maintain consistent logic --#}\n{% set group_by_columns = ['id_dbtutils_test_fewer_rows_than'] + group_by_columns %}\n{% set groupby_gb_cols = 'group by ' + group_by_columns|join(',') %}\n\n\nwith a as (\n\n select \n {{select_gb_cols}}\n 1 as id_dbtutils_test_fewer_rows_than,\n count(*) as count_our_model \n from {{ model }}\n {{ groupby_gb_cols }}\n\n),\nb as (\n\n select \n {{select_gb_cols}}\n 1 as id_dbtutils_test_fewer_rows_than,\n count(*) as count_comparison_model \n from {{ compare_model }}\n {{ groupby_gb_cols }}\n\n),\ncounts as (\n\n select\n\n {% for c in group_by_columns -%}\n a.{{c}} as {{c}}_a,\n b.{{c}} as {{c}}_b,\n {% endfor %}\n\n count_our_model,\n count_comparison_model\n from a\n full join b on \n a.id_dbtutils_test_fewer_rows_than = b.id_dbtutils_test_fewer_rows_than\n {{ join_gb_cols }}\n\n),\nfinal as (\n\n select *,\n case\n -- fail the test if we have more rows than the reference model and return the row count delta\n when count_our_model > count_comparison_model then (count_our_model - count_comparison_model)\n -- fail the test if they are the same number\n when count_our_model = count_comparison_model then 1\n -- pass the test if the delta is positive (i.e. return the number 0)\n else 0\n end as row_count_delta\n from counts\n\n)\n\nselect * from final\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.0919948, "supported_languages": null}, "macro.dbt_utils.test_equal_rowcount": {"name": "test_equal_rowcount", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/equal_rowcount.sql", "original_file_path": "macros/generic_tests/equal_rowcount.sql", "unique_id": "macro.dbt_utils.test_equal_rowcount", "macro_sql": "{% test equal_rowcount(model, compare_model, group_by_columns = []) %}\n {{ return(adapter.dispatch('test_equal_rowcount', 'dbt_utils')(model, compare_model, group_by_columns)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_equal_rowcount"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.092824, "supported_languages": null}, "macro.dbt_utils.default__test_equal_rowcount": {"name": "default__test_equal_rowcount", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/equal_rowcount.sql", "original_file_path": "macros/generic_tests/equal_rowcount.sql", "unique_id": "macro.dbt_utils.default__test_equal_rowcount", "macro_sql": "{% macro default__test_equal_rowcount(model, compare_model, group_by_columns) %}\n\n{#-- Needs to be set at parse time, before we return '' below --#}\n{{ config(fail_calc = 'sum(coalesce(diff_count, 0))') }}\n\n{#-- Prevent querying of db in parsing mode. This works because this macro does not create any new refs. #}\n{%- if not execute -%}\n {{ return('') }}\n{% endif %}\n\n{% if group_by_columns|length() > 0 %}\n {% set select_gb_cols = group_by_columns|join(', ') + ', ' %}\n {% set join_gb_cols %}\n {% for c in group_by_columns %}\n and a.{{c}} = b.{{c}}\n {% endfor %}\n {% endset %}\n {% set groupby_gb_cols = 'group by ' + group_by_columns|join(',') %}\n{% endif %}\n\n{#-- We must add a fake join key in case additional grouping variables are not provided --#}\n{#-- Redshift does not allow for dynamically created join conditions (e.g. full join on 1 = 1 --#}\n{#-- The same logic is used in fewer_rows_than. In case of changes, maintain consistent logic --#}\n{% set group_by_columns = ['id_dbtutils_test_equal_rowcount'] + group_by_columns %}\n{% set groupby_gb_cols = 'group by ' + group_by_columns|join(',') %}\n\nwith a as (\n\n select \n {{select_gb_cols}}\n 1 as id_dbtutils_test_equal_rowcount,\n count(*) as count_a \n from {{ model }}\n {{groupby_gb_cols}}\n\n\n),\nb as (\n\n select \n {{select_gb_cols}}\n 1 as id_dbtutils_test_equal_rowcount,\n count(*) as count_b \n from {{ compare_model }}\n {{groupby_gb_cols}}\n\n),\nfinal as (\n\n select\n \n {% for c in group_by_columns -%}\n a.{{c}} as {{c}}_a,\n b.{{c}} as {{c}}_b,\n {% endfor %}\n\n count_a,\n count_b,\n abs(count_a - count_b) as diff_count\n\n from a\n full join b\n on\n a.id_dbtutils_test_equal_rowcount = b.id_dbtutils_test_equal_rowcount\n {{join_gb_cols}}\n\n\n)\n\nselect * from final\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.093805, "supported_languages": null}, "macro.dbt_utils.test_relationships_where": {"name": "test_relationships_where", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/relationships_where.sql", "original_file_path": "macros/generic_tests/relationships_where.sql", "unique_id": "macro.dbt_utils.test_relationships_where", "macro_sql": "{% test relationships_where(model, column_name, to, field, from_condition=\"1=1\", to_condition=\"1=1\") %}\n {{ return(adapter.dispatch('test_relationships_where', 'dbt_utils')(model, column_name, to, field, from_condition, to_condition)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_relationships_where"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.09443, "supported_languages": null}, "macro.dbt_utils.default__test_relationships_where": {"name": "default__test_relationships_where", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/relationships_where.sql", "original_file_path": "macros/generic_tests/relationships_where.sql", "unique_id": "macro.dbt_utils.default__test_relationships_where", "macro_sql": "{% macro default__test_relationships_where(model, column_name, to, field, from_condition=\"1=1\", to_condition=\"1=1\") %}\n\n{# T-SQL has no boolean data type so we use 1=1 which returns TRUE #}\n{# ref https://stackoverflow.com/a/7170753/3842610 #}\n\nwith left_table as (\n\n select\n {{column_name}} as id\n\n from {{model}}\n\n where {{column_name}} is not null\n and {{from_condition}}\n\n),\n\nright_table as (\n\n select\n {{field}} as id\n\n from {{to}}\n\n where {{field}} is not null\n and {{to_condition}}\n\n),\n\nexceptions as (\n\n select\n left_table.id,\n right_table.id as right_id\n\n from left_table\n\n left join right_table\n on left_table.id = right_table.id\n\n where right_table.id is null\n\n)\n\nselect * from exceptions\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.0947468, "supported_languages": null}, "macro.dbt_utils.test_recency": {"name": "test_recency", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/recency.sql", "original_file_path": "macros/generic_tests/recency.sql", "unique_id": "macro.dbt_utils.test_recency", "macro_sql": "{% test recency(model, field, datepart, interval, ignore_time_component=False, group_by_columns = []) %}\n {{ return(adapter.dispatch('test_recency', 'dbt_utils')(model, field, datepart, interval, ignore_time_component, group_by_columns)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_recency"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.095414, "supported_languages": null}, "macro.dbt_utils.default__test_recency": {"name": "default__test_recency", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/recency.sql", "original_file_path": "macros/generic_tests/recency.sql", "unique_id": "macro.dbt_utils.default__test_recency", "macro_sql": "{% macro default__test_recency(model, field, datepart, interval, ignore_time_component, group_by_columns) %}\n\n{% set threshold = 'cast(' ~ dbt.dateadd(datepart, interval * -1, dbt.current_timestamp()) ~ ' as ' ~ ('date' if ignore_time_component else dbt.type_timestamp()) ~ ')' %}\n\n{% if group_by_columns|length() > 0 %}\n {% set select_gb_cols = group_by_columns|join(' ,') + ', ' %}\n {% set groupby_gb_cols = 'group by ' + group_by_columns|join(',') %}\n{% endif %}\n\n\nwith recency as (\n\n select \n\n {{ select_gb_cols }}\n {% if ignore_time_component %}\n cast(max({{ field }}) as date) as most_recent\n {%- else %}\n max({{ field }}) as most_recent\n {%- endif %}\n\n from {{ model }}\n\n {{ groupby_gb_cols }}\n\n)\n\nselect\n\n {{ select_gb_cols }}\n most_recent,\n {{ threshold }} as threshold\n\nfrom recency\nwhere most_recent < {{ threshold }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.dateadd", "macro.dbt.current_timestamp", "macro.dbt.type_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.0961761, "supported_languages": null}, "macro.dbt_utils.test_not_constant": {"name": "test_not_constant", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_constant.sql", "original_file_path": "macros/generic_tests/not_constant.sql", "unique_id": "macro.dbt_utils.test_not_constant", "macro_sql": "{% test not_constant(model, column_name, group_by_columns = []) %}\n {{ return(adapter.dispatch('test_not_constant', 'dbt_utils')(model, column_name, group_by_columns)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_not_constant"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.0966, "supported_languages": null}, "macro.dbt_utils.default__test_not_constant": {"name": "default__test_not_constant", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_constant.sql", "original_file_path": "macros/generic_tests/not_constant.sql", "unique_id": "macro.dbt_utils.default__test_not_constant", "macro_sql": "{% macro default__test_not_constant(model, column_name, group_by_columns) %}\n\n{% if group_by_columns|length() > 0 %}\n {% set select_gb_cols = group_by_columns|join(' ,') + ', ' %}\n {% set groupby_gb_cols = 'group by ' + group_by_columns|join(',') %}\n{% endif %}\n\n\nselect\n {# In TSQL, subquery aggregate columns need aliases #}\n {# thus: a filler col name, 'filler_column' #}\n {{select_gb_cols}}\n count(distinct {{ column_name }}) as filler_column\n\nfrom {{ model }}\n\n {{groupby_gb_cols}}\n\nhaving count(distinct {{ column_name }}) = 1\n\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.097019, "supported_languages": null}, "macro.dbt_utils.test_accepted_range": {"name": "test_accepted_range", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/accepted_range.sql", "original_file_path": "macros/generic_tests/accepted_range.sql", "unique_id": "macro.dbt_utils.test_accepted_range", "macro_sql": "{% test accepted_range(model, column_name, min_value=none, max_value=none, inclusive=true) %}\n {{ return(adapter.dispatch('test_accepted_range', 'dbt_utils')(model, column_name, min_value, max_value, inclusive)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_accepted_range"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.0975711, "supported_languages": null}, "macro.dbt_utils.default__test_accepted_range": {"name": "default__test_accepted_range", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/accepted_range.sql", "original_file_path": "macros/generic_tests/accepted_range.sql", "unique_id": "macro.dbt_utils.default__test_accepted_range", "macro_sql": "{% macro default__test_accepted_range(model, column_name, min_value=none, max_value=none, inclusive=true) %}\n\nwith meet_condition as(\n select *\n from {{ model }}\n),\n\nvalidation_errors as (\n select *\n from meet_condition\n where\n -- never true, defaults to an empty result set. Exists to ensure any combo of the `or` clauses below succeeds\n 1 = 2\n\n {%- if min_value is not none %}\n -- records with a value >= min_value are permitted. The `not` flips this to find records that don't meet the rule.\n or not {{ column_name }} > {{- \"=\" if inclusive }} {{ min_value }}\n {%- endif %}\n\n {%- if max_value is not none %}\n -- records with a value <= max_value are permitted. The `not` flips this to find records that don't meet the rule.\n or not {{ column_name }} < {{- \"=\" if inclusive }} {{ max_value }}\n {%- endif %}\n)\n\nselect *\nfrom validation_errors\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.097996, "supported_languages": null}, "macro.dbt_utils.test_not_accepted_values": {"name": "test_not_accepted_values", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_accepted_values.sql", "original_file_path": "macros/generic_tests/not_accepted_values.sql", "unique_id": "macro.dbt_utils.test_not_accepted_values", "macro_sql": "{% test not_accepted_values(model, column_name, values, quote=True) %}\n {{ return(adapter.dispatch('test_not_accepted_values', 'dbt_utils')(model, column_name, values, quote)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_not_accepted_values"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.0984871, "supported_languages": null}, "macro.dbt_utils.default__test_not_accepted_values": {"name": "default__test_not_accepted_values", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_accepted_values.sql", "original_file_path": "macros/generic_tests/not_accepted_values.sql", "unique_id": "macro.dbt_utils.default__test_not_accepted_values", "macro_sql": "{% macro default__test_not_accepted_values(model, column_name, values, quote=True) %}\nwith all_values as (\n\n select distinct\n {{ column_name }} as value_field\n\n from {{ model }}\n\n),\n\nvalidation_errors as (\n\n select\n value_field\n\n from all_values\n where value_field in (\n {% for value in values -%}\n {% if quote -%}\n '{{ value }}'\n {%- else -%}\n {{ value }}\n {%- endif -%}\n {%- if not loop.last -%},{%- endif %}\n {%- endfor %}\n )\n\n)\n\nselect *\nfrom validation_errors\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.098825, "supported_languages": null}, "macro.dbt_utils.test_at_least_one": {"name": "test_at_least_one", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/at_least_one.sql", "original_file_path": "macros/generic_tests/at_least_one.sql", "unique_id": "macro.dbt_utils.test_at_least_one", "macro_sql": "{% test at_least_one(model, column_name, group_by_columns = []) %}\n {{ return(adapter.dispatch('test_at_least_one', 'dbt_utils')(model, column_name, group_by_columns)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_at_least_one"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.099422, "supported_languages": null}, "macro.dbt_utils.default__test_at_least_one": {"name": "default__test_at_least_one", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/at_least_one.sql", "original_file_path": "macros/generic_tests/at_least_one.sql", "unique_id": "macro.dbt_utils.default__test_at_least_one", "macro_sql": "{% macro default__test_at_least_one(model, column_name, group_by_columns) %}\n\n{% set pruned_cols = [column_name] %}\n\n{% if group_by_columns|length() > 0 %}\n\n {% set select_gb_cols = group_by_columns|join(' ,') + ', ' %}\n {% set groupby_gb_cols = 'group by ' + group_by_columns|join(',') %}\n {% set pruned_cols = group_by_columns %}\n\n {% if column_name not in pruned_cols %}\n {% do pruned_cols.append(column_name) %}\n {% endif %}\n\n{% endif %}\n\n{% set select_pruned_cols = pruned_cols|join(' ,') %}\n\nselect *\nfrom (\n with pruned_rows as (\n select\n {{ select_pruned_cols }}\n from {{ model }}\n where {{ column_name }} is not null\n limit 1\n )\n select\n {# In TSQL, subquery aggregate columns need aliases #}\n {# thus: a filler col name, 'filler_column' #}\n {{select_gb_cols}}\n count({{ column_name }}) as filler_column\n\n from pruned_rows\n\n {{groupby_gb_cols}}\n\n having count({{ column_name }}) = 0\n\n) validation_errors\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.10013, "supported_languages": null}, "macro.dbt_utils.test_unique_combination_of_columns": {"name": "test_unique_combination_of_columns", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/unique_combination_of_columns.sql", "original_file_path": "macros/generic_tests/unique_combination_of_columns.sql", "unique_id": "macro.dbt_utils.test_unique_combination_of_columns", "macro_sql": "{% test unique_combination_of_columns(model, combination_of_columns, quote_columns=false) %}\n {{ return(adapter.dispatch('test_unique_combination_of_columns', 'dbt_utils')(model, combination_of_columns, quote_columns)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_unique_combination_of_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.100702, "supported_languages": null}, "macro.dbt_utils.default__test_unique_combination_of_columns": {"name": "default__test_unique_combination_of_columns", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/unique_combination_of_columns.sql", "original_file_path": "macros/generic_tests/unique_combination_of_columns.sql", "unique_id": "macro.dbt_utils.default__test_unique_combination_of_columns", "macro_sql": "{% macro default__test_unique_combination_of_columns(model, combination_of_columns, quote_columns=false) %}\n\n{% if not quote_columns %}\n {%- set column_list=combination_of_columns %}\n{% elif quote_columns %}\n {%- set column_list=[] %}\n {% for column in combination_of_columns -%}\n {% set column_list = column_list.append( adapter.quote(column) ) %}\n {%- endfor %}\n{% else %}\n {{ exceptions.raise_compiler_error(\n \"`quote_columns` argument for unique_combination_of_columns test must be one of [True, False] Got: '\" ~ quote ~\"'.'\"\n ) }}\n{% endif %}\n\n{%- set columns_csv=column_list | join(', ') %}\n\n\nwith validation_errors as (\n\n select\n {{ columns_csv }}\n from {{ model }}\n group by {{ columns_csv }}\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.101588, "supported_languages": null}, "macro.dbt_utils.test_cardinality_equality": {"name": "test_cardinality_equality", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/cardinality_equality.sql", "original_file_path": "macros/generic_tests/cardinality_equality.sql", "unique_id": "macro.dbt_utils.test_cardinality_equality", "macro_sql": "{% test cardinality_equality(model, column_name, to, field) %}\n {{ return(adapter.dispatch('test_cardinality_equality', 'dbt_utils')(model, column_name, to, field)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_cardinality_equality"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.102119, "supported_languages": null}, "macro.dbt_utils.default__test_cardinality_equality": {"name": "default__test_cardinality_equality", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/cardinality_equality.sql", "original_file_path": "macros/generic_tests/cardinality_equality.sql", "unique_id": "macro.dbt_utils.default__test_cardinality_equality", "macro_sql": "{% macro default__test_cardinality_equality(model, column_name, to, field) %}\n\n{# T-SQL does not let you use numbers as aliases for columns #}\n{# Thus, no \"GROUP BY 1\" #}\n\nwith table_a as (\nselect\n {{ column_name }},\n count(*) as num_rows\nfrom {{ model }}\ngroup by {{ column_name }}\n),\n\ntable_b as (\nselect\n {{ field }},\n count(*) as num_rows\nfrom {{ to }}\ngroup by {{ field }}\n),\n\nexcept_a as (\n select *\n from table_a\n {{ dbt.except() }}\n select *\n from table_b\n),\n\nexcept_b as (\n select *\n from table_b\n {{ dbt.except() }}\n select *\n from table_a\n),\n\nunioned as (\n select *\n from except_a\n union all\n select *\n from except_b\n)\n\nselect *\nfrom unioned\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.except"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.102438, "supported_languages": null}, "macro.dbt_utils.test_expression_is_true": {"name": "test_expression_is_true", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/expression_is_true.sql", "original_file_path": "macros/generic_tests/expression_is_true.sql", "unique_id": "macro.dbt_utils.test_expression_is_true", "macro_sql": "{% test expression_is_true(model, expression, column_name=None) %}\n {{ return(adapter.dispatch('test_expression_is_true', 'dbt_utils')(model, expression, column_name)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_expression_is_true"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.102813, "supported_languages": null}, "macro.dbt_utils.default__test_expression_is_true": {"name": "default__test_expression_is_true", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/expression_is_true.sql", "original_file_path": "macros/generic_tests/expression_is_true.sql", "unique_id": "macro.dbt_utils.default__test_expression_is_true", "macro_sql": "{% macro default__test_expression_is_true(model, expression, column_name) %}\n\n{% set column_list = '*' if should_store_failures() else \"1\" %}\n\nselect\n {{ column_list }}\nfrom {{ model }}\n{% if column_name is none %}\nwhere not({{ expression }})\n{%- else %}\nwhere not({{ column_name }} {{ expression }})\n{%- endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.should_store_failures"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.1031418, "supported_languages": null}, "macro.dbt_utils.test_not_null_proportion": {"name": "test_not_null_proportion", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_null_proportion.sql", "original_file_path": "macros/generic_tests/not_null_proportion.sql", "unique_id": "macro.dbt_utils.test_not_null_proportion", "macro_sql": "{% macro test_not_null_proportion(model, group_by_columns = []) %}\n {{ return(adapter.dispatch('test_not_null_proportion', 'dbt_utils')(model, group_by_columns, **kwargs)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_not_null_proportion"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.103746, "supported_languages": null}, "macro.dbt_utils.default__test_not_null_proportion": {"name": "default__test_not_null_proportion", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_null_proportion.sql", "original_file_path": "macros/generic_tests/not_null_proportion.sql", "unique_id": "macro.dbt_utils.default__test_not_null_proportion", "macro_sql": "{% macro default__test_not_null_proportion(model, group_by_columns) %}\n\n{% set column_name = kwargs.get('column_name', kwargs.get('arg')) %}\n{% set at_least = kwargs.get('at_least', kwargs.get('arg')) %}\n{% set at_most = kwargs.get('at_most', kwargs.get('arg', 1)) %}\n\n{% if group_by_columns|length() > 0 %}\n {% set select_gb_cols = group_by_columns|join(' ,') + ', ' %}\n {% set groupby_gb_cols = 'group by ' + group_by_columns|join(',') %}\n{% endif %}\n\nwith validation as (\n select\n {{select_gb_cols}}\n sum(case when {{ column_name }} is null then 0 else 1 end) / cast(count(*) as numeric) as not_null_proportion\n from {{ model }}\n {{groupby_gb_cols}}\n),\nvalidation_errors as (\n select\n {{select_gb_cols}}\n not_null_proportion\n from validation\n where not_null_proportion < {{ at_least }} or not_null_proportion > {{ at_most }}\n)\nselect\n *\nfrom validation_errors\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.104485, "supported_languages": null}, "macro.dbt_utils.test_sequential_values": {"name": "test_sequential_values", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/sequential_values.sql", "original_file_path": "macros/generic_tests/sequential_values.sql", "unique_id": "macro.dbt_utils.test_sequential_values", "macro_sql": "{% test sequential_values(model, column_name, interval=1, datepart=None, group_by_columns = []) %}\n\n {{ return(adapter.dispatch('test_sequential_values', 'dbt_utils')(model, column_name, interval, datepart, group_by_columns)) }}\n\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_sequential_values"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.105304, "supported_languages": null}, "macro.dbt_utils.default__test_sequential_values": {"name": "default__test_sequential_values", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/sequential_values.sql", "original_file_path": "macros/generic_tests/sequential_values.sql", "unique_id": "macro.dbt_utils.default__test_sequential_values", "macro_sql": "{% macro default__test_sequential_values(model, column_name, interval=1, datepart=None, group_by_columns = []) %}\n\n{% set previous_column_name = \"previous_\" ~ dbt_utils.slugify(column_name) %}\n\n{% if group_by_columns|length() > 0 %}\n {% set select_gb_cols = group_by_columns|join(',') + ', ' %}\n {% set partition_gb_cols = 'partition by ' + group_by_columns|join(',') %}\n{% endif %}\n\nwith windowed as (\n\n select\n {{ select_gb_cols }}\n {{ column_name }},\n lag({{ column_name }}) over (\n {{partition_gb_cols}}\n order by {{ column_name }}\n ) as {{ previous_column_name }}\n from {{ model }}\n),\n\nvalidation_errors as (\n select\n *\n from windowed\n {% if datepart %}\n where not(cast({{ column_name }} as {{ dbt.type_timestamp() }})= cast({{ dbt.dateadd(datepart, interval, previous_column_name) }} as {{ dbt.type_timestamp() }}))\n {% else %}\n where not({{ column_name }} = {{ previous_column_name }} + {{ interval }})\n {% endif %}\n)\n\nselect *\nfrom validation_errors\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.slugify", "macro.dbt.type_timestamp", "macro.dbt.dateadd"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.106125, "supported_languages": null}, "macro.dbt_utils.test_equality": {"name": "test_equality", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/equality.sql", "original_file_path": "macros/generic_tests/equality.sql", "unique_id": "macro.dbt_utils.test_equality", "macro_sql": "{% test equality(model, compare_model, compare_columns=None) %}\n {{ return(adapter.dispatch('test_equality', 'dbt_utils')(model, compare_model, compare_columns)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_equality"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.106792, "supported_languages": null}, "macro.dbt_utils.default__test_equality": {"name": "default__test_equality", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/equality.sql", "original_file_path": "macros/generic_tests/equality.sql", "unique_id": "macro.dbt_utils.default__test_equality", "macro_sql": "{% macro default__test_equality(model, compare_model, compare_columns=None) %}\n\n{% set set_diff %}\n count(*) + coalesce(abs(\n sum(case when which_diff = 'a_minus_b' then 1 else 0 end) -\n sum(case when which_diff = 'b_minus_a' then 1 else 0 end)\n ), 0)\n{% endset %}\n\n{#-- Needs to be set at parse time, before we return '' below --#}\n{{ config(fail_calc = set_diff) }}\n\n{#-- Prevent querying of db in parsing mode. This works because this macro does not create any new refs. #}\n{%- if not execute -%}\n {{ return('') }}\n{% endif %}\n\n-- setup\n{%- do dbt_utils._is_relation(model, 'test_equality') -%}\n\n{#-\nIf the compare_cols arg is provided, we can run this test without querying the\ninformation schema\u00a0\u2014 this allows the model to be an ephemeral model\n-#}\n\n{%- if not compare_columns -%}\n {%- do dbt_utils._is_ephemeral(model, 'test_equality') -%}\n {%- set compare_columns = adapter.get_columns_in_relation(model) | map(attribute='quoted') -%}\n{%- endif -%}\n\n{% set compare_cols_csv = compare_columns | join(', ') %}\n\nwith a as (\n\n select * from {{ model }}\n\n),\n\nb as (\n\n select * from {{ compare_model }}\n\n),\n\na_minus_b as (\n\n select {{compare_cols_csv}} from a\n {{ dbt.except() }}\n select {{compare_cols_csv}} from b\n\n),\n\nb_minus_a as (\n\n select {{compare_cols_csv}} from b\n {{ dbt.except() }}\n select {{compare_cols_csv}} from a\n\n),\n\nunioned as (\n\n select 'a_minus_b' as which_diff, a_minus_b.* from a_minus_b\n union all\n select 'b_minus_a' as which_diff, b_minus_a.* from b_minus_a\n\n)\n\nselect * from unioned\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils._is_relation", "macro.dbt_utils._is_ephemeral", "macro.dbt.except"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.1075861, "supported_languages": null}, "macro.dbt_utils.test_not_empty_string": {"name": "test_not_empty_string", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_empty_string.sql", "original_file_path": "macros/generic_tests/not_empty_string.sql", "unique_id": "macro.dbt_utils.test_not_empty_string", "macro_sql": "{% test not_empty_string(model, column_name, trim_whitespace=true) %}\n\n {{ return(adapter.dispatch('test_not_empty_string', 'dbt_utils')(model, column_name, trim_whitespace)) }}\n\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_not_empty_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.108042, "supported_languages": null}, "macro.dbt_utils.default__test_not_empty_string": {"name": "default__test_not_empty_string", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_empty_string.sql", "original_file_path": "macros/generic_tests/not_empty_string.sql", "unique_id": "macro.dbt_utils.default__test_not_empty_string", "macro_sql": "{% macro default__test_not_empty_string(model, column_name, trim_whitespace=true) %}\n\n with\n \n all_values as (\n\n select \n\n\n {% if trim_whitespace == true -%}\n\n trim({{ column_name }}) as {{ column_name }}\n\n {%- else -%}\n\n {{ column_name }}\n\n {%- endif %}\n \n from {{ model }}\n\n ),\n\n errors as (\n\n select * from all_values\n where {{ column_name }} = ''\n\n )\n\n select * from errors\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.108319, "supported_languages": null}, "macro.dbt_utils.test_mutually_exclusive_ranges": {"name": "test_mutually_exclusive_ranges", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/mutually_exclusive_ranges.sql", "original_file_path": "macros/generic_tests/mutually_exclusive_ranges.sql", "unique_id": "macro.dbt_utils.test_mutually_exclusive_ranges", "macro_sql": "{% test mutually_exclusive_ranges(model, lower_bound_column, upper_bound_column, partition_by=None, gaps='allowed', zero_length_range_allowed=False) %}\n {{ return(adapter.dispatch('test_mutually_exclusive_ranges', 'dbt_utils')(model, lower_bound_column, upper_bound_column, partition_by, gaps, zero_length_range_allowed)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_mutually_exclusive_ranges"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.111441, "supported_languages": null}, "macro.dbt_utils.default__test_mutually_exclusive_ranges": {"name": "default__test_mutually_exclusive_ranges", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/mutually_exclusive_ranges.sql", "original_file_path": "macros/generic_tests/mutually_exclusive_ranges.sql", "unique_id": "macro.dbt_utils.default__test_mutually_exclusive_ranges", "macro_sql": "{% macro default__test_mutually_exclusive_ranges(model, lower_bound_column, upper_bound_column, partition_by=None, gaps='allowed', zero_length_range_allowed=False) %}\n{% if gaps == 'not_allowed' %}\n {% set allow_gaps_operator='=' %}\n {% set allow_gaps_operator_in_words='equal_to' %}\n{% elif gaps == 'allowed' %}\n {% set allow_gaps_operator='<=' %}\n {% set allow_gaps_operator_in_words='less_than_or_equal_to' %}\n{% elif gaps == 'required' %}\n {% set allow_gaps_operator='<' %}\n {% set allow_gaps_operator_in_words='less_than' %}\n{% else %}\n {{ exceptions.raise_compiler_error(\n \"`gaps` argument for mutually_exclusive_ranges test must be one of ['not_allowed', 'allowed', 'required'] Got: '\" ~ gaps ~\"'.'\"\n ) }}\n{% endif %}\n{% if not zero_length_range_allowed %}\n {% set allow_zero_length_operator='<' %}\n {% set allow_zero_length_operator_in_words='less_than' %}\n{% elif zero_length_range_allowed %}\n {% set allow_zero_length_operator='<=' %}\n {% set allow_zero_length_operator_in_words='less_than_or_equal_to' %}\n{% else %}\n {{ exceptions.raise_compiler_error(\n \"`zero_length_range_allowed` argument for mutually_exclusive_ranges test must be one of [true, false] Got: '\" ~ zero_length_range_allowed ~\"'.'\"\n ) }}\n{% endif %}\n\n{% set partition_clause=\"partition by \" ~ partition_by if partition_by else '' %}\n\nwith window_functions as (\n\n select\n {% if partition_by %}\n {{ partition_by }} as partition_by_col,\n {% endif %}\n {{ lower_bound_column }} as lower_bound,\n {{ upper_bound_column }} as upper_bound,\n\n lead({{ lower_bound_column }}) over (\n {{ partition_clause }}\n order by {{ lower_bound_column }}, {{ upper_bound_column }}\n ) as next_lower_bound,\n\n row_number() over (\n {{ partition_clause }}\n order by {{ lower_bound_column }} desc, {{ upper_bound_column }} desc\n ) = 1 as is_last_record\n\n from {{ model }}\n\n),\n\ncalc as (\n -- We want to return records where one of our assumptions fails, so we'll use\n -- the `not` function with `and` statements so we can write our assumptions more cleanly\n select\n *,\n\n -- For each record: lower_bound should be < upper_bound.\n -- Coalesce it to return an error on the null case (implicit assumption\n -- these columns are not_null)\n coalesce(\n lower_bound {{ allow_zero_length_operator }} upper_bound,\n false\n ) as lower_bound_{{ allow_zero_length_operator_in_words }}_upper_bound,\n\n -- For each record: upper_bound {{ allow_gaps_operator }} the next lower_bound.\n -- Coalesce it to handle null cases for the last record.\n coalesce(\n upper_bound {{ allow_gaps_operator }} next_lower_bound,\n is_last_record,\n false\n ) as upper_bound_{{ allow_gaps_operator_in_words }}_next_lower_bound\n\n from window_functions\n\n),\n\nvalidation_errors as (\n\n select\n *\n from calc\n\n where not(\n -- THE FOLLOWING SHOULD BE TRUE --\n lower_bound_{{ allow_zero_length_operator_in_words }}_upper_bound\n and upper_bound_{{ allow_gaps_operator_in_words }}_next_lower_bound\n )\n)\n\nselect * from validation_errors\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.112912, "supported_languages": null}, "macro.dbt_utils.pretty_log_format": {"name": "pretty_log_format", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/pretty_log_format.sql", "original_file_path": "macros/jinja_helpers/pretty_log_format.sql", "unique_id": "macro.dbt_utils.pretty_log_format", "macro_sql": "{% macro pretty_log_format(message) %}\n {{ return(adapter.dispatch('pretty_log_format', 'dbt_utils')(message)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__pretty_log_format"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.113173, "supported_languages": null}, "macro.dbt_utils.default__pretty_log_format": {"name": "default__pretty_log_format", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/pretty_log_format.sql", "original_file_path": "macros/jinja_helpers/pretty_log_format.sql", "unique_id": "macro.dbt_utils.default__pretty_log_format", "macro_sql": "{% macro default__pretty_log_format(message) %}\n {{ return( dbt_utils.pretty_time() ~ ' + ' ~ message) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.pretty_time"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.113332, "supported_languages": null}, "macro.dbt_utils._is_relation": {"name": "_is_relation", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/_is_relation.sql", "original_file_path": "macros/jinja_helpers/_is_relation.sql", "unique_id": "macro.dbt_utils._is_relation", "macro_sql": "{% macro _is_relation(obj, macro) %}\n {%- if not (obj is mapping and obj.get('metadata', {}).get('type', '').endswith('Relation')) -%}\n {%- do exceptions.raise_compiler_error(\"Macro \" ~ macro ~ \" expected a Relation but received the value: \" ~ obj) -%}\n {%- endif -%}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.1137412, "supported_languages": null}, "macro.dbt_utils.pretty_time": {"name": "pretty_time", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/pretty_time.sql", "original_file_path": "macros/jinja_helpers/pretty_time.sql", "unique_id": "macro.dbt_utils.pretty_time", "macro_sql": "{% macro pretty_time(format='%H:%M:%S') %}\n {{ return(adapter.dispatch('pretty_time', 'dbt_utils')(format)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__pretty_time"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.113997, "supported_languages": null}, "macro.dbt_utils.default__pretty_time": {"name": "default__pretty_time", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/pretty_time.sql", "original_file_path": "macros/jinja_helpers/pretty_time.sql", "unique_id": "macro.dbt_utils.default__pretty_time", "macro_sql": "{% macro default__pretty_time(format='%H:%M:%S') %}\n {{ return(modules.datetime.datetime.now().strftime(format)) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.11418, "supported_languages": null}, "macro.dbt_utils.log_info": {"name": "log_info", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/log_info.sql", "original_file_path": "macros/jinja_helpers/log_info.sql", "unique_id": "macro.dbt_utils.log_info", "macro_sql": "{% macro log_info(message) %}\n {{ return(adapter.dispatch('log_info', 'dbt_utils')(message)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__log_info"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.1144168, "supported_languages": null}, "macro.dbt_utils.default__log_info": {"name": "default__log_info", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/log_info.sql", "original_file_path": "macros/jinja_helpers/log_info.sql", "unique_id": "macro.dbt_utils.default__log_info", "macro_sql": "{% macro default__log_info(message) %}\n {{ log(dbt_utils.pretty_log_format(message), info=True) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.pretty_log_format"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.114579, "supported_languages": null}, "macro.dbt_utils.slugify": {"name": "slugify", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/slugify.sql", "original_file_path": "macros/jinja_helpers/slugify.sql", "unique_id": "macro.dbt_utils.slugify", "macro_sql": "{% macro slugify(string) %}\n\n{#- Lower case the string -#}\n{% set string = string | lower %}\n{#- Replace spaces and dashes with underscores -#}\n{% set string = modules.re.sub('[ -]+', '_', string) %}\n{#- Only take letters, numbers, and underscores -#}\n{% set string = modules.re.sub('[^a-z0-9_]+', '', string) %}\n{#- Prepends \"_\" if string begins with a number -#}\n{% set string = modules.re.sub('^[0-9]', '_' + string[0], string) %}\n\n{{ return(string) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.1151512, "supported_languages": null}, "macro.dbt_utils._is_ephemeral": {"name": "_is_ephemeral", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/_is_ephemeral.sql", "original_file_path": "macros/jinja_helpers/_is_ephemeral.sql", "unique_id": "macro.dbt_utils._is_ephemeral", "macro_sql": "{% macro _is_ephemeral(obj, macro) %}\n {%- if obj.is_cte -%}\n {% set ephemeral_prefix = api.Relation.add_ephemeral_prefix('') %}\n {% if obj.name.startswith(ephemeral_prefix) %}\n {% set model_name = obj.name[(ephemeral_prefix|length):] %}\n {% else %}\n {% set model_name = obj.name %}\n {%- endif -%}\n {% set error_message %}\nThe `{{ macro }}` macro cannot be used with ephemeral models, as it relies on the information schema.\n\n`{{ model_name }}` is an ephemeral model. Consider making it a view or table instead.\n {% endset %}\n {%- do exceptions.raise_compiler_error(error_message) -%}\n {%- endif -%}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.115896, "supported_languages": null}, "macro.dbt_utils.get_intervals_between": {"name": "get_intervals_between", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/date_spine.sql", "original_file_path": "macros/sql/date_spine.sql", "unique_id": "macro.dbt_utils.get_intervals_between", "macro_sql": "{% macro get_intervals_between(start_date, end_date, datepart) -%}\n {{ return(adapter.dispatch('get_intervals_between', 'dbt_utils')(start_date, end_date, datepart)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_intervals_between"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.116529, "supported_languages": null}, "macro.dbt_utils.default__get_intervals_between": {"name": "default__get_intervals_between", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/date_spine.sql", "original_file_path": "macros/sql/date_spine.sql", "unique_id": "macro.dbt_utils.default__get_intervals_between", "macro_sql": "{% macro default__get_intervals_between(start_date, end_date, datepart) -%}\n {%- call statement('get_intervals_between', fetch_result=True) %}\n\n select {{ dbt.datediff(start_date, end_date, datepart) }}\n\n {%- endcall -%}\n\n {%- set value_list = load_result('get_intervals_between') -%}\n\n {%- if value_list and value_list['data'] -%}\n {%- set values = value_list['data'] | map(attribute=0) | list %}\n {{ return(values[0]) }}\n {%- else -%}\n {{ return(1) }}\n {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.datediff"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.117068, "supported_languages": null}, "macro.dbt_utils.date_spine": {"name": "date_spine", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/date_spine.sql", "original_file_path": "macros/sql/date_spine.sql", "unique_id": "macro.dbt_utils.date_spine", "macro_sql": "{% macro date_spine(datepart, start_date, end_date) %}\n {{ return(adapter.dispatch('date_spine', 'dbt_utils')(datepart, start_date, end_date)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__date_spine"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.117286, "supported_languages": null}, "macro.dbt_utils.default__date_spine": {"name": "default__date_spine", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/date_spine.sql", "original_file_path": "macros/sql/date_spine.sql", "unique_id": "macro.dbt_utils.default__date_spine", "macro_sql": "{% macro default__date_spine(datepart, start_date, end_date) %}\n\n\n{# call as follows:\n\ndate_spine(\n \"day\",\n \"to_date('01/01/2016', 'mm/dd/yyyy')\",\n \"dbt.dateadd(week, 1, current_date)\"\n) #}\n\n\nwith rawdata as (\n\n {{dbt_utils.generate_series(\n dbt_utils.get_intervals_between(start_date, end_date, datepart)\n )}}\n\n),\n\nall_periods as (\n\n select (\n {{\n dbt.dateadd(\n datepart,\n \"row_number() over (order by 1) - 1\",\n start_date\n )\n }}\n ) as date_{{datepart}}\n from rawdata\n\n),\n\nfiltered as (\n\n select *\n from all_periods\n where date_{{datepart}} <= {{ end_date }}\n\n)\n\nselect * from filtered\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.generate_series", "macro.dbt_utils.get_intervals_between", "macro.dbt.dateadd"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.1176262, "supported_languages": null}, "macro.dbt_utils.safe_subtract": {"name": "safe_subtract", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/safe_subtract.sql", "original_file_path": "macros/sql/safe_subtract.sql", "unique_id": "macro.dbt_utils.safe_subtract", "macro_sql": "{%- macro safe_subtract(field_list) -%}\n {{ return(adapter.dispatch('safe_subtract', 'dbt_utils')(field_list)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__safe_subtract"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.1179829, "supported_languages": null}, "macro.dbt_utils.default__safe_subtract": {"name": "default__safe_subtract", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/safe_subtract.sql", "original_file_path": "macros/sql/safe_subtract.sql", "unique_id": "macro.dbt_utils.default__safe_subtract", "macro_sql": "\n\n{%- macro default__safe_subtract(field_list) -%}\n\n{%- if field_list is not iterable or field_list is string or field_list is mapping -%}\n\n{%- set error_message = '\nWarning: the `safe_subtract` macro takes a single list argument instead of \\\nstring arguments. The {}.{} model triggered this warning. \\\n'.format(model.package_name, model.name) -%}\n\n{%- do exceptions.raise_compiler_error(error_message) -%}\n\n{%- endif -%}\n\n{% set fields = [] %}\n\n{%- for field in field_list -%}\n\n {% do fields.append(\"coalesce(\" ~ field ~ \", 0)\") %}\n\n{%- endfor -%}\n\n{{ fields|join(' -\\n ') }}\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.118494, "supported_languages": null}, "macro.dbt_utils.nullcheck_table": {"name": "nullcheck_table", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/nullcheck_table.sql", "original_file_path": "macros/sql/nullcheck_table.sql", "unique_id": "macro.dbt_utils.nullcheck_table", "macro_sql": "{% macro nullcheck_table(relation) %}\n {{ return(adapter.dispatch('nullcheck_table', 'dbt_utils')(relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__nullcheck_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.1187909, "supported_languages": null}, "macro.dbt_utils.default__nullcheck_table": {"name": "default__nullcheck_table", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/nullcheck_table.sql", "original_file_path": "macros/sql/nullcheck_table.sql", "unique_id": "macro.dbt_utils.default__nullcheck_table", "macro_sql": "{% macro default__nullcheck_table(relation) %}\n\n {%- do dbt_utils._is_relation(relation, 'nullcheck_table') -%}\n {%- do dbt_utils._is_ephemeral(relation, 'nullcheck_table') -%}\n {% set cols = adapter.get_columns_in_relation(relation) %}\n\n select {{ dbt_utils.nullcheck(cols) }}\n from {{relation}}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils._is_relation", "macro.dbt_utils._is_ephemeral", "macro.dbt_utils.nullcheck"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.119118, "supported_languages": null}, "macro.dbt_utils.get_relations_by_pattern": {"name": "get_relations_by_pattern", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_relations_by_pattern.sql", "original_file_path": "macros/sql/get_relations_by_pattern.sql", "unique_id": "macro.dbt_utils.get_relations_by_pattern", "macro_sql": "{% macro get_relations_by_pattern(schema_pattern, table_pattern, exclude='', database=target.database) %}\n {{ return(adapter.dispatch('get_relations_by_pattern', 'dbt_utils')(schema_pattern, table_pattern, exclude, database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_relations_by_pattern"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.1197288, "supported_languages": null}, "macro.dbt_utils.default__get_relations_by_pattern": {"name": "default__get_relations_by_pattern", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_relations_by_pattern.sql", "original_file_path": "macros/sql/get_relations_by_pattern.sql", "unique_id": "macro.dbt_utils.default__get_relations_by_pattern", "macro_sql": "{% macro default__get_relations_by_pattern(schema_pattern, table_pattern, exclude='', database=target.database) %}\n\n {%- call statement('get_tables', fetch_result=True) %}\n\n {{ dbt_utils.get_tables_by_pattern_sql(schema_pattern, table_pattern, exclude, database) }}\n\n {%- endcall -%}\n\n {%- set table_list = load_result('get_tables') -%}\n\n {%- if table_list and table_list['table'] -%}\n {%- set tbl_relations = [] -%}\n {%- for row in table_list['table'] -%}\n {%- set tbl_relation = api.Relation.create(\n database=database,\n schema=row.table_schema,\n identifier=row.table_name,\n type=row.table_type\n ) -%}\n {%- do tbl_relations.append(tbl_relation) -%}\n {%- endfor -%}\n\n {{ return(tbl_relations) }}\n {%- else -%}\n {{ return([]) }}\n {%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt_utils.get_tables_by_pattern_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.120574, "supported_languages": null}, "macro.dbt_utils.get_powers_of_two": {"name": "get_powers_of_two", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/generate_series.sql", "original_file_path": "macros/sql/generate_series.sql", "unique_id": "macro.dbt_utils.get_powers_of_two", "macro_sql": "{% macro get_powers_of_two(upper_bound) %}\n {{ return(adapter.dispatch('get_powers_of_two', 'dbt_utils')(upper_bound)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_powers_of_two"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.121341, "supported_languages": null}, "macro.dbt_utils.default__get_powers_of_two": {"name": "default__get_powers_of_two", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/generate_series.sql", "original_file_path": "macros/sql/generate_series.sql", "unique_id": "macro.dbt_utils.default__get_powers_of_two", "macro_sql": "{% macro default__get_powers_of_two(upper_bound) %}\n\n {% if upper_bound <= 0 %}\n {{ exceptions.raise_compiler_error(\"upper bound must be positive\") }}\n {% endif %}\n\n {% for _ in range(1, 100) %}\n {% if upper_bound <= 2 ** loop.index %}{{ return(loop.index) }}{% endif %}\n {% endfor %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.121742, "supported_languages": null}, "macro.dbt_utils.generate_series": {"name": "generate_series", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/generate_series.sql", "original_file_path": "macros/sql/generate_series.sql", "unique_id": "macro.dbt_utils.generate_series", "macro_sql": "{% macro generate_series(upper_bound) %}\n {{ return(adapter.dispatch('generate_series', 'dbt_utils')(upper_bound)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__generate_series"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.1219258, "supported_languages": null}, "macro.dbt_utils.default__generate_series": {"name": "default__generate_series", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/generate_series.sql", "original_file_path": "macros/sql/generate_series.sql", "unique_id": "macro.dbt_utils.default__generate_series", "macro_sql": "{% macro default__generate_series(upper_bound) %}\n\n {% set n = dbt_utils.get_powers_of_two(upper_bound) %}\n\n with p as (\n select 0 as generated_number union all select 1\n ), unioned as (\n\n select\n\n {% for i in range(n) %}\n p{{i}}.generated_number * power(2, {{i}})\n {% if not loop.last %} + {% endif %}\n {% endfor %}\n + 1\n as generated_number\n\n from\n\n {% for i in range(n) %}\n p as p{{i}}\n {% if not loop.last %} cross join {% endif %}\n {% endfor %}\n\n )\n\n select *\n from unioned\n where generated_number <= {{upper_bound}}\n order by generated_number\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.get_powers_of_two"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.1224241, "supported_languages": null}, "macro.dbt_utils.get_relations_by_prefix": {"name": "get_relations_by_prefix", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_relations_by_prefix.sql", "original_file_path": "macros/sql/get_relations_by_prefix.sql", "unique_id": "macro.dbt_utils.get_relations_by_prefix", "macro_sql": "{% macro get_relations_by_prefix(schema, prefix, exclude='', database=target.database) %}\n {{ return(adapter.dispatch('get_relations_by_prefix', 'dbt_utils')(schema, prefix, exclude, database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_relations_by_prefix"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.123067, "supported_languages": null}, "macro.dbt_utils.default__get_relations_by_prefix": {"name": "default__get_relations_by_prefix", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_relations_by_prefix.sql", "original_file_path": "macros/sql/get_relations_by_prefix.sql", "unique_id": "macro.dbt_utils.default__get_relations_by_prefix", "macro_sql": "{% macro default__get_relations_by_prefix(schema, prefix, exclude='', database=target.database) %}\n\n {%- call statement('get_tables', fetch_result=True) %}\n\n {{ dbt_utils.get_tables_by_prefix_sql(schema, prefix, exclude, database) }}\n\n {%- endcall -%}\n\n {%- set table_list = load_result('get_tables') -%}\n\n {%- if table_list and table_list['table'] -%}\n {%- set tbl_relations = [] -%}\n {%- for row in table_list['table'] -%}\n {%- set tbl_relation = api.Relation.create(\n database=database,\n schema=row.table_schema,\n identifier=row.table_name,\n type=row.table_type\n ) -%}\n {%- do tbl_relations.append(tbl_relation) -%}\n {%- endfor -%}\n\n {{ return(tbl_relations) }}\n {%- else -%}\n {{ return([]) }}\n {%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt_utils.get_tables_by_prefix_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.1238568, "supported_languages": null}, "macro.dbt_utils.get_tables_by_prefix_sql": {"name": "get_tables_by_prefix_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_tables_by_prefix_sql.sql", "original_file_path": "macros/sql/get_tables_by_prefix_sql.sql", "unique_id": "macro.dbt_utils.get_tables_by_prefix_sql", "macro_sql": "{% macro get_tables_by_prefix_sql(schema, prefix, exclude='', database=target.database) %}\n {{ return(adapter.dispatch('get_tables_by_prefix_sql', 'dbt_utils')(schema, prefix, exclude, database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_tables_by_prefix_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.124227, "supported_languages": null}, "macro.dbt_utils.default__get_tables_by_prefix_sql": {"name": "default__get_tables_by_prefix_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_tables_by_prefix_sql.sql", "original_file_path": "macros/sql/get_tables_by_prefix_sql.sql", "unique_id": "macro.dbt_utils.default__get_tables_by_prefix_sql", "macro_sql": "{% macro default__get_tables_by_prefix_sql(schema, prefix, exclude='', database=target.database) %}\n\n {{ dbt_utils.get_tables_by_pattern_sql(\n schema_pattern = schema,\n table_pattern = prefix ~ '%',\n exclude = exclude,\n database = database\n ) }}\n \n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.get_tables_by_pattern_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.124479, "supported_languages": null}, "macro.dbt_utils.star": {"name": "star", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/star.sql", "original_file_path": "macros/sql/star.sql", "unique_id": "macro.dbt_utils.star", "macro_sql": "{% macro star(from, relation_alias=False, except=[], prefix='', suffix='', quote_identifiers=True) -%}\r\n {{ return(adapter.dispatch('star', 'dbt_utils')(from, relation_alias, except, prefix, suffix, quote_identifiers)) }}\r\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__star"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.12565, "supported_languages": null}, "macro.dbt_utils.default__star": {"name": "default__star", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/star.sql", "original_file_path": "macros/sql/star.sql", "unique_id": "macro.dbt_utils.default__star", "macro_sql": "{% macro default__star(from, relation_alias=False, except=[], prefix='', suffix='', quote_identifiers=True) -%}\r\n {%- do dbt_utils._is_relation(from, 'star') -%}\r\n {%- do dbt_utils._is_ephemeral(from, 'star') -%}\r\n\r\n {#-- Prevent querying of db in parsing mode. This works because this macro does not create any new refs. #}\r\n {%- if not execute -%}\r\n {% do return('*') %}\r\n {%- endif -%}\r\n\r\n {% set cols = dbt_utils.get_filtered_columns_in_relation(from, except) %}\r\n\r\n {%- if cols|length <= 0 -%}\r\n {% if flags.WHICH == 'compile' %}\r\n {% set response %}\r\n*\r\n/* No columns were returned. Maybe the relation doesn't exist yet \r\nor all columns were excluded. This star is only output during \r\ndbt compile, and exists to keep SQLFluff happy. */\r\n {% endset %}\r\n {% do return(response) %}\r\n {% else %}\r\n {% do return(\"/* no columns returned from star() macro */\") %}\r\n {% endif %}\r\n {%- else -%}\r\n {%- for col in cols %}\r\n {%- if relation_alias %}{{ relation_alias }}.{% else %}{%- endif -%}\r\n {%- if quote_identifiers -%}\r\n {{ adapter.quote(col)|trim }} {%- if prefix!='' or suffix!='' %} as {{ adapter.quote(prefix ~ col ~ suffix)|trim }} {%- endif -%}\r\n {%- else -%}\r\n {{ col|trim }} {%- if prefix!='' or suffix!='' %} as {{ (prefix ~ col ~ suffix)|trim }} {%- endif -%}\r\n {% endif %}\r\n {%- if not loop.last %},{{ '\\n ' }}{%- endif -%}\r\n {%- endfor -%}\r\n {% endif %}\r\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils._is_relation", "macro.dbt_utils._is_ephemeral", "macro.dbt_utils.get_filtered_columns_in_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.1270452, "supported_languages": null}, "macro.dbt_utils.unpivot": {"name": "unpivot", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/unpivot.sql", "original_file_path": "macros/sql/unpivot.sql", "unique_id": "macro.dbt_utils.unpivot", "macro_sql": "{% macro unpivot(relation=none, cast_to='varchar', exclude=none, remove=none, field_name='field_name', value_name='value') -%}\n {{ return(adapter.dispatch('unpivot', 'dbt_utils')(relation, cast_to, exclude, remove, field_name, value_name)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__unpivot"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.128286, "supported_languages": null}, "macro.dbt_utils.default__unpivot": {"name": "default__unpivot", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/unpivot.sql", "original_file_path": "macros/sql/unpivot.sql", "unique_id": "macro.dbt_utils.default__unpivot", "macro_sql": "{% macro default__unpivot(relation=none, cast_to='varchar', exclude=none, remove=none, field_name='field_name', value_name='value') -%}\n\n {% if not relation %}\n {{ exceptions.raise_compiler_error(\"Error: argument `relation` is required for `unpivot` macro.\") }}\n {% endif %}\n\n {%- set exclude = exclude if exclude is not none else [] %}\n {%- set remove = remove if remove is not none else [] %}\n\n {%- set include_cols = [] %}\n\n {%- set table_columns = {} %}\n\n {%- do table_columns.update({relation: []}) %}\n\n {%- do dbt_utils._is_relation(relation, 'unpivot') -%}\n {%- do dbt_utils._is_ephemeral(relation, 'unpivot') -%}\n {%- set cols = adapter.get_columns_in_relation(relation) %}\n\n {%- for col in cols -%}\n {%- if col.column.lower() not in remove|map('lower') and col.column.lower() not in exclude|map('lower') -%}\n {% do include_cols.append(col) %}\n {%- endif %}\n {%- endfor %}\n\n\n {%- for col in include_cols -%}\n select\n {%- for exclude_col in exclude %}\n {{ exclude_col }},\n {%- endfor %}\n\n cast('{{ col.column }}' as {{ dbt.type_string() }}) as {{ field_name }},\n cast( {% if col.data_type == 'boolean' %}\n {{ dbt.cast_bool_to_text(col.column) }}\n {% else %}\n {{ col.column }}\n {% endif %}\n as {{ cast_to }}) as {{ value_name }}\n\n from {{ relation }}\n\n {% if not loop.last -%}\n union all\n {% endif -%}\n {%- endfor -%}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils._is_relation", "macro.dbt_utils._is_ephemeral", "macro.dbt.type_string", "macro.dbt.cast_bool_to_text"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.1297688, "supported_languages": null}, "macro.dbt_utils.safe_divide": {"name": "safe_divide", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/safe_divide.sql", "original_file_path": "macros/sql/safe_divide.sql", "unique_id": "macro.dbt_utils.safe_divide", "macro_sql": "{% macro safe_divide(numerator, denominator) -%}\n {{ return(adapter.dispatch('safe_divide', 'dbt_utils')(numerator, denominator)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__safe_divide"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.130059, "supported_languages": null}, "macro.dbt_utils.default__safe_divide": {"name": "default__safe_divide", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/safe_divide.sql", "original_file_path": "macros/sql/safe_divide.sql", "unique_id": "macro.dbt_utils.default__safe_divide", "macro_sql": "{% macro default__safe_divide(numerator, denominator) %}\n ( {{ numerator }} ) / nullif( ( {{ denominator }} ), 0)\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.1301818, "supported_languages": null}, "macro.dbt_utils.union_relations": {"name": "union_relations", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/union.sql", "original_file_path": "macros/sql/union.sql", "unique_id": "macro.dbt_utils.union_relations", "macro_sql": "{%- macro union_relations(relations, column_override=none, include=[], exclude=[], source_column_name='_dbt_source_relation', where=none) -%}\n {{ return(adapter.dispatch('union_relations', 'dbt_utils')(relations, column_override, include, exclude, source_column_name, where)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__union_relations"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.132958, "supported_languages": null}, "macro.dbt_utils.default__union_relations": {"name": "default__union_relations", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/union.sql", "original_file_path": "macros/sql/union.sql", "unique_id": "macro.dbt_utils.default__union_relations", "macro_sql": "\n\n{%- macro default__union_relations(relations, column_override=none, include=[], exclude=[], source_column_name='_dbt_source_relation', where=none) -%}\n\n {%- if exclude and include -%}\n {{ exceptions.raise_compiler_error(\"Both an exclude and include list were provided to the `union` macro. Only one is allowed\") }}\n {%- endif -%}\n\n {#-- Prevent querying of db in parsing mode. This works because this macro does not create any new refs. -#}\n {%- if not execute %}\n {{ return('') }}\n {% endif -%}\n\n {%- set column_override = column_override if column_override is not none else {} -%}\n\n {%- set relation_columns = {} -%}\n {%- set column_superset = {} -%}\n {%- set all_excludes = [] -%}\n {%- set all_includes = [] -%}\n\n {%- if exclude -%}\n {%- for exc in exclude -%}\n {%- do all_excludes.append(exc | lower) -%}\n {%- endfor -%}\n {%- endif -%}\n\n {%- if include -%}\n {%- for inc in include -%}\n {%- do all_includes.append(inc | lower) -%}\n {%- endfor -%}\n {%- endif -%}\n\n {%- for relation in relations -%}\n\n {%- do relation_columns.update({relation: []}) -%}\n\n {%- do dbt_utils._is_relation(relation, 'union_relations') -%}\n {%- do dbt_utils._is_ephemeral(relation, 'union_relations') -%}\n {%- set cols = adapter.get_columns_in_relation(relation) -%}\n {%- for col in cols -%}\n\n {#- If an exclude list was provided and the column is in the list, do nothing -#}\n {%- if exclude and col.column | lower in all_excludes -%}\n\n {#- If an include list was provided and the column is not in the list, do nothing -#}\n {%- elif include and col.column | lower not in all_includes -%}\n\n {#- Otherwise add the column to the column superset -#}\n {%- else -%}\n\n {#- update the list of columns in this relation -#}\n {%- do relation_columns[relation].append(col.column) -%}\n\n {%- if col.column in column_superset -%}\n\n {%- set stored = column_superset[col.column] -%}\n {%- if col.is_string() and stored.is_string() and col.string_size() > stored.string_size() -%}\n\n {%- do column_superset.update({col.column: col}) -%}\n\n {%- endif %}\n\n {%- else -%}\n\n {%- do column_superset.update({col.column: col}) -%}\n\n {%- endif -%}\n\n {%- endif -%}\n\n {%- endfor -%}\n {%- endfor -%}\n\n {%- set ordered_column_names = column_superset.keys() -%}\n {%- set dbt_command = flags.WHICH -%}\n\n\n {% if dbt_command in ['run', 'build'] %}\n {% if (include | length > 0 or exclude | length > 0) and not column_superset.keys() %}\n {%- set relations_string -%}\n {%- for relation in relations -%}\n {{ relation.name }}\n {%- if not loop.last %}, {% endif -%}\n {%- endfor -%}\n {%- endset -%}\n\n {%- set error_message -%}\n There were no columns found to union for relations {{ relations_string }}\n {%- endset -%}\n\n {{ exceptions.raise_compiler_error(error_message) }}\n {%- endif -%}\n {%- endif -%}\n\n {%- for relation in relations %}\n\n (\n select\n\n {%- if source_column_name is not none %}\n cast({{ dbt.string_literal(relation) }} as {{ dbt.type_string() }}) as {{ source_column_name }},\n {%- endif %}\n\n {% for col_name in ordered_column_names -%}\n\n {%- set col = column_superset[col_name] %}\n {%- set col_type = column_override.get(col.column, col.data_type) %}\n {%- set col_name = adapter.quote(col_name) if col_name in relation_columns[relation] else 'null' %}\n cast({{ col_name }} as {{ col_type }}) as {{ col.quoted }} {% if not loop.last %},{% endif -%}\n\n {%- endfor %}\n\n from {{ relation }}\n\n {% if where -%}\n where {{ where }}\n {%- endif %}\n )\n\n {% if not loop.last -%}\n union all\n {% endif -%}\n\n {%- endfor -%}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt_utils._is_relation", "macro.dbt_utils._is_ephemeral", "macro.dbt.string_literal", "macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.136155, "supported_languages": null}, "macro.dbt_utils.group_by": {"name": "group_by", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/groupby.sql", "original_file_path": "macros/sql/groupby.sql", "unique_id": "macro.dbt_utils.group_by", "macro_sql": "{%- macro group_by(n) -%}\n {{ return(adapter.dispatch('group_by', 'dbt_utils')(n)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__group_by"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.136461, "supported_languages": null}, "macro.dbt_utils.default__group_by": {"name": "default__group_by", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/groupby.sql", "original_file_path": "macros/sql/groupby.sql", "unique_id": "macro.dbt_utils.default__group_by", "macro_sql": "\n\n{%- macro default__group_by(n) -%}\n\n group by {% for i in range(1, n + 1) -%}\n {{ i }}{{ ',' if not loop.last }} \n {%- endfor -%}\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.136694, "supported_languages": null}, "macro.dbt_utils.deduplicate": {"name": "deduplicate", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/deduplicate.sql", "original_file_path": "macros/sql/deduplicate.sql", "unique_id": "macro.dbt_utils.deduplicate", "macro_sql": "{%- macro deduplicate(relation, partition_by, order_by) -%}\n {{ return(adapter.dispatch('deduplicate', 'dbt_utils')(relation, partition_by, order_by)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.postgres__deduplicate"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.1374102, "supported_languages": null}, "macro.dbt_utils.default__deduplicate": {"name": "default__deduplicate", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/deduplicate.sql", "original_file_path": "macros/sql/deduplicate.sql", "unique_id": "macro.dbt_utils.default__deduplicate", "macro_sql": "\n\n{%- macro default__deduplicate(relation, partition_by, order_by) -%}\n\n with row_numbered as (\n select\n _inner.*,\n row_number() over (\n partition by {{ partition_by }}\n order by {{ order_by }}\n ) as rn\n from {{ relation }} as _inner\n )\n\n select\n distinct data.*\n from {{ relation }} as data\n {#\n -- Not all DBs will support natural joins but the ones that do include:\n -- Oracle, MySQL, SQLite, Redshift, Teradata, Materialize, Databricks\n -- Apache Spark, SingleStore, Vertica\n -- Those that do not appear to support natural joins include:\n -- SQLServer, Trino, Presto, Rockset, Athena\n #}\n natural join row_numbered\n where row_numbered.rn = 1\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.13762, "supported_languages": null}, "macro.dbt_utils.redshift__deduplicate": {"name": "redshift__deduplicate", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/deduplicate.sql", "original_file_path": "macros/sql/deduplicate.sql", "unique_id": "macro.dbt_utils.redshift__deduplicate", "macro_sql": "{% macro redshift__deduplicate(relation, partition_by, order_by) -%}\n\n {{ return(dbt_utils.default__deduplicate(relation, partition_by, order_by=order_by)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__deduplicate"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.137811, "supported_languages": null}, "macro.dbt_utils.postgres__deduplicate": {"name": "postgres__deduplicate", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/deduplicate.sql", "original_file_path": "macros/sql/deduplicate.sql", "unique_id": "macro.dbt_utils.postgres__deduplicate", "macro_sql": "\n{%- macro postgres__deduplicate(relation, partition_by, order_by) -%}\n\n select\n distinct on ({{ partition_by }}) *\n from {{ relation }}\n order by {{ partition_by }}{{ ',' ~ order_by }}\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.137988, "supported_languages": null}, "macro.dbt_utils.snowflake__deduplicate": {"name": "snowflake__deduplicate", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/deduplicate.sql", "original_file_path": "macros/sql/deduplicate.sql", "unique_id": "macro.dbt_utils.snowflake__deduplicate", "macro_sql": "\n{%- macro snowflake__deduplicate(relation, partition_by, order_by) -%}\n\n select *\n from {{ relation }}\n qualify\n row_number() over (\n partition by {{ partition_by }}\n order by {{ order_by }}\n ) = 1\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.138147, "supported_languages": null}, "macro.dbt_utils.bigquery__deduplicate": {"name": "bigquery__deduplicate", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/deduplicate.sql", "original_file_path": "macros/sql/deduplicate.sql", "unique_id": "macro.dbt_utils.bigquery__deduplicate", "macro_sql": "\n{%- macro bigquery__deduplicate(relation, partition_by, order_by) -%}\n\n select unique.*\n from (\n select\n array_agg (\n original\n order by {{ order_by }}\n limit 1\n )[offset(0)] unique\n from {{ relation }} original\n group by {{ partition_by }}\n )\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.138307, "supported_languages": null}, "macro.dbt_utils.surrogate_key": {"name": "surrogate_key", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/surrogate_key.sql", "original_file_path": "macros/sql/surrogate_key.sql", "unique_id": "macro.dbt_utils.surrogate_key", "macro_sql": "{%- macro surrogate_key(field_list) -%}\n {% set frustrating_jinja_feature = varargs %}\n {{ return(adapter.dispatch('surrogate_key', 'dbt_utils')(field_list, *varargs)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__surrogate_key"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.1386712, "supported_languages": null}, "macro.dbt_utils.default__surrogate_key": {"name": "default__surrogate_key", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/surrogate_key.sql", "original_file_path": "macros/sql/surrogate_key.sql", "unique_id": "macro.dbt_utils.default__surrogate_key", "macro_sql": "\n\n{%- macro default__surrogate_key(field_list) -%}\n\n{%- set error_message = '\nWarning: `dbt_utils.surrogate_key` has been replaced by \\\n`dbt_utils.generate_surrogate_key`. The new macro treats null values \\\ndifferently to empty strings. To restore the behaviour of the original \\\nmacro, add a global variable in dbt_project.yml called \\\n`surrogate_key_treat_nulls_as_empty_strings` to your \\\ndbt_project.yml file with a value of True. \\\nThe {}.{} model triggered this warning. \\\n'.format(model.package_name, model.name) -%}\n\n{%- do exceptions.raise_compiler_error(error_message) -%}\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.138897, "supported_languages": null}, "macro.dbt_utils.safe_add": {"name": "safe_add", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/safe_add.sql", "original_file_path": "macros/sql/safe_add.sql", "unique_id": "macro.dbt_utils.safe_add", "macro_sql": "{%- macro safe_add(field_list) -%}\n {{ return(adapter.dispatch('safe_add', 'dbt_utils')(field_list)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__safe_add"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.1392472, "supported_languages": null}, "macro.dbt_utils.default__safe_add": {"name": "default__safe_add", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/safe_add.sql", "original_file_path": "macros/sql/safe_add.sql", "unique_id": "macro.dbt_utils.default__safe_add", "macro_sql": "\n\n{%- macro default__safe_add(field_list) -%}\n\n{%- if field_list is not iterable or field_list is string or field_list is mapping -%}\n\n{%- set error_message = '\nWarning: the `safe_add` macro now takes a single list argument instead of \\\nstring arguments. The {}.{} model triggered this warning. \\\n'.format(model.package_name, model.name) -%}\n\n{%- do exceptions.warn(error_message) -%}\n\n{%- endif -%}\n\n{% set fields = [] %}\n\n{%- for field in field_list -%}\n\n {% do fields.append(\"coalesce(\" ~ field ~ \", 0)\") %}\n\n{%- endfor -%}\n\n{{ fields|join(' +\\n ') }}\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.139744, "supported_languages": null}, "macro.dbt_utils.nullcheck": {"name": "nullcheck", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/nullcheck.sql", "original_file_path": "macros/sql/nullcheck.sql", "unique_id": "macro.dbt_utils.nullcheck", "macro_sql": "{% macro nullcheck(cols) %}\n {{ return(adapter.dispatch('nullcheck', 'dbt_utils')(cols)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__nullcheck"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.140061, "supported_languages": null}, "macro.dbt_utils.default__nullcheck": {"name": "default__nullcheck", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/nullcheck.sql", "original_file_path": "macros/sql/nullcheck.sql", "unique_id": "macro.dbt_utils.default__nullcheck", "macro_sql": "{% macro default__nullcheck(cols) %}\n{%- for col in cols %}\n\n {% if col.is_string() -%}\n\n nullif({{col.name}},'') as {{col.name}}\n\n {%- else -%}\n\n {{col.name}}\n\n {%- endif -%}\n\n{%- if not loop.last -%} , {%- endif -%}\n\n{%- endfor -%}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.140367, "supported_languages": null}, "macro.dbt_utils.get_tables_by_pattern_sql": {"name": "get_tables_by_pattern_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_tables_by_pattern_sql.sql", "original_file_path": "macros/sql/get_tables_by_pattern_sql.sql", "unique_id": "macro.dbt_utils.get_tables_by_pattern_sql", "macro_sql": "{% macro get_tables_by_pattern_sql(schema_pattern, table_pattern, exclude='', database=target.database) %}\n {{ return(adapter.dispatch('get_tables_by_pattern_sql', 'dbt_utils')\n (schema_pattern, table_pattern, exclude, database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_tables_by_pattern_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.1418428, "supported_languages": null}, "macro.dbt_utils.default__get_tables_by_pattern_sql": {"name": "default__get_tables_by_pattern_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_tables_by_pattern_sql.sql", "original_file_path": "macros/sql/get_tables_by_pattern_sql.sql", "unique_id": "macro.dbt_utils.default__get_tables_by_pattern_sql", "macro_sql": "{% macro default__get_tables_by_pattern_sql(schema_pattern, table_pattern, exclude='', database=target.database) %}\n\n select distinct\n table_schema as {{ adapter.quote('table_schema') }},\n table_name as {{ adapter.quote('table_name') }},\n {{ dbt_utils.get_table_types_sql() }}\n from {{ database }}.information_schema.tables\n where table_schema ilike '{{ schema_pattern }}'\n and table_name ilike '{{ table_pattern }}'\n and table_name not ilike '{{ exclude }}'\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.get_table_types_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.142178, "supported_languages": null}, "macro.dbt_utils.bigquery__get_tables_by_pattern_sql": {"name": "bigquery__get_tables_by_pattern_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_tables_by_pattern_sql.sql", "original_file_path": "macros/sql/get_tables_by_pattern_sql.sql", "unique_id": "macro.dbt_utils.bigquery__get_tables_by_pattern_sql", "macro_sql": "{% macro bigquery__get_tables_by_pattern_sql(schema_pattern, table_pattern, exclude='', database=target.database) %}\n\n {% if '%' in schema_pattern %}\n {% set schemata=dbt_utils._bigquery__get_matching_schemata(schema_pattern, database) %}\n {% else %}\n {% set schemata=[schema_pattern] %}\n {% endif %}\n\n {% set sql %}\n {% for schema in schemata %}\n select distinct\n table_schema,\n table_name,\n {{ dbt_utils.get_table_types_sql() }}\n\n from {{ adapter.quote(database) }}.{{ schema }}.INFORMATION_SCHEMA.TABLES\n where lower(table_name) like lower ('{{ table_pattern }}')\n and lower(table_name) not like lower ('{{ exclude }}')\n\n {% if not loop.last %} union all {% endif %}\n\n {% endfor %}\n {% endset %}\n\n {{ return(sql) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils._bigquery__get_matching_schemata", "macro.dbt_utils.get_table_types_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.142902, "supported_languages": null}, "macro.dbt_utils._bigquery__get_matching_schemata": {"name": "_bigquery__get_matching_schemata", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_tables_by_pattern_sql.sql", "original_file_path": "macros/sql/get_tables_by_pattern_sql.sql", "unique_id": "macro.dbt_utils._bigquery__get_matching_schemata", "macro_sql": "{% macro _bigquery__get_matching_schemata(schema_pattern, database) %}\n {% if execute %}\n\n {% set sql %}\n select schema_name from {{ adapter.quote(database) }}.INFORMATION_SCHEMA.SCHEMATA\n where lower(schema_name) like lower('{{ schema_pattern }}')\n {% endset %}\n\n {% set results=run_query(sql) %}\n\n {% set schemata=results.columns['schema_name'].values() %}\n\n {{ return(schemata) }}\n\n {% else %}\n\n {{ return([]) }}\n\n {% endif %}\n\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.14336, "supported_languages": null}, "macro.dbt_utils.get_column_values": {"name": "get_column_values", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_column_values.sql", "original_file_path": "macros/sql/get_column_values.sql", "unique_id": "macro.dbt_utils.get_column_values", "macro_sql": "{% macro get_column_values(table, column, order_by='count(*) desc', max_records=none, default=none, where=none) -%}\n {{ return(adapter.dispatch('get_column_values', 'dbt_utils')(table, column, order_by, max_records, default, where)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_column_values"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.1443279, "supported_languages": null}, "macro.dbt_utils.default__get_column_values": {"name": "default__get_column_values", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_column_values.sql", "original_file_path": "macros/sql/get_column_values.sql", "unique_id": "macro.dbt_utils.default__get_column_values", "macro_sql": "{% macro default__get_column_values(table, column, order_by='count(*) desc', max_records=none, default=none, where=none) -%}\n {#-- Prevent querying of db in parsing mode. This works because this macro does not create any new refs. #}\n {%- if not execute -%}\n {% set default = [] if not default %}\n {{ return(default) }}\n {% endif %}\n\n {%- do dbt_utils._is_ephemeral(table, 'get_column_values') -%}\n\n {# Not all relations are tables. Renaming for internal clarity without breaking functionality for anyone using named arguments #}\n {# TODO: Change the method signature in a future 0.x.0 release #}\n {%- set target_relation = table -%}\n\n {# adapter.load_relation is a convenience wrapper to avoid building a Relation when we already have one #}\n {% set relation_exists = (load_relation(target_relation)) is not none %}\n\n {%- call statement('get_column_values', fetch_result=true) %}\n\n {%- if not relation_exists and default is none -%}\n\n {{ exceptions.raise_compiler_error(\"In get_column_values(): relation \" ~ target_relation ~ \" does not exist and no default value was provided.\") }}\n\n {%- elif not relation_exists and default is not none -%}\n\n {{ log(\"Relation \" ~ target_relation ~ \" does not exist. Returning the default value: \" ~ default) }}\n\n {{ return(default) }}\n\n {%- else -%}\n\n\n select\n {{ column }} as value\n\n from {{ target_relation }}\n\n {% if where is not none %}\n where {{ where }}\n {% endif %}\n\n group by {{ column }}\n order by {{ order_by }}\n\n {% if max_records is not none %}\n limit {{ max_records }}\n {% endif %}\n\n {% endif %}\n\n {%- endcall -%}\n\n {%- set value_list = load_result('get_column_values') -%}\n\n {%- if value_list and value_list['data'] -%}\n {%- set values = value_list['data'] | map(attribute=0) | list %}\n {{ return(values) }}\n {%- else -%}\n {{ return(default) }}\n {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils._is_ephemeral", "macro.dbt.load_relation", "macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.1457999, "supported_languages": null}, "macro.dbt_utils.pivot": {"name": "pivot", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/pivot.sql", "original_file_path": "macros/sql/pivot.sql", "unique_id": "macro.dbt_utils.pivot", "macro_sql": "{% macro pivot(column,\n values,\n alias=True,\n agg='sum',\n cmp='=',\n prefix='',\n suffix='',\n then_value=1,\n else_value=0,\n quote_identifiers=True,\n distinct=False) %}\n {{ return(adapter.dispatch('pivot', 'dbt_utils')(column, values, alias, agg, cmp, prefix, suffix, then_value, else_value, quote_identifiers, distinct)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__pivot"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.146823, "supported_languages": null}, "macro.dbt_utils.default__pivot": {"name": "default__pivot", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/pivot.sql", "original_file_path": "macros/sql/pivot.sql", "unique_id": "macro.dbt_utils.default__pivot", "macro_sql": "{% macro default__pivot(column,\n values,\n alias=True,\n agg='sum',\n cmp='=',\n prefix='',\n suffix='',\n then_value=1,\n else_value=0,\n quote_identifiers=True,\n distinct=False) %}\n {% for value in values %}\n {{ agg }}(\n {% if distinct %} distinct {% endif %}\n case\n when {{ column }} {{ cmp }} '{{ dbt.escape_single_quotes(value) }}'\n then {{ then_value }}\n else {{ else_value }}\n end\n )\n {% if alias %}\n {% if quote_identifiers %}\n as {{ adapter.quote(prefix ~ value ~ suffix) }}\n {% else %}\n as {{ dbt_utils.slugify(prefix ~ value ~ suffix) }}\n {% endif %}\n {% endif %}\n {% if not loop.last %},{% endif %}\n {% endfor %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.escape_single_quotes", "macro.dbt_utils.slugify"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.147588, "supported_languages": null}, "macro.dbt_utils.get_filtered_columns_in_relation": {"name": "get_filtered_columns_in_relation", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_filtered_columns_in_relation.sql", "original_file_path": "macros/sql/get_filtered_columns_in_relation.sql", "unique_id": "macro.dbt_utils.get_filtered_columns_in_relation", "macro_sql": "{% macro get_filtered_columns_in_relation(from, except=[]) -%}\n {{ return(adapter.dispatch('get_filtered_columns_in_relation', 'dbt_utils')(from, except)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_filtered_columns_in_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.148022, "supported_languages": null}, "macro.dbt_utils.default__get_filtered_columns_in_relation": {"name": "default__get_filtered_columns_in_relation", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_filtered_columns_in_relation.sql", "original_file_path": "macros/sql/get_filtered_columns_in_relation.sql", "unique_id": "macro.dbt_utils.default__get_filtered_columns_in_relation", "macro_sql": "{% macro default__get_filtered_columns_in_relation(from, except=[]) -%}\n {%- do dbt_utils._is_relation(from, 'get_filtered_columns_in_relation') -%}\n {%- do dbt_utils._is_ephemeral(from, 'get_filtered_columns_in_relation') -%}\n\n {# -- Prevent querying of db in parsing mode. This works because this macro does not create any new refs. #}\n {%- if not execute -%}\n {{ return('') }}\n {% endif %}\n\n {%- set include_cols = [] %}\n {%- set cols = adapter.get_columns_in_relation(from) -%}\n {%- set except = except | map(\"lower\") | list %}\n {%- for col in cols -%}\n {%- if col.column|lower not in except -%}\n {% do include_cols.append(col.column) %}\n {%- endif %}\n {%- endfor %}\n\n {{ return(include_cols) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils._is_relation", "macro.dbt_utils._is_ephemeral"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.148685, "supported_languages": null}, "macro.dbt_utils.width_bucket": {"name": "width_bucket", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/width_bucket.sql", "original_file_path": "macros/sql/width_bucket.sql", "unique_id": "macro.dbt_utils.width_bucket", "macro_sql": "{% macro width_bucket(expr, min_value, max_value, num_buckets) %}\n {{ return(adapter.dispatch('width_bucket', 'dbt_utils') (expr, min_value, max_value, num_buckets)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__width_bucket"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.149384, "supported_languages": null}, "macro.dbt_utils.default__width_bucket": {"name": "default__width_bucket", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/width_bucket.sql", "original_file_path": "macros/sql/width_bucket.sql", "unique_id": "macro.dbt_utils.default__width_bucket", "macro_sql": "{% macro default__width_bucket(expr, min_value, max_value, num_buckets) -%}\n\n {% set bin_size -%}\n (( {{ max_value }} - {{ min_value }} ) / {{ num_buckets }} )\n {%- endset %}\n (\n -- to break ties when the amount is eaxtly at the bucket egde\n case\n when\n mod(\n {{ dbt.safe_cast(expr, dbt.type_numeric() ) }},\n {{ dbt.safe_cast(bin_size, dbt.type_numeric() ) }}\n ) = 0\n then 1\n else 0\n end\n ) +\n -- Anything over max_value goes the N+1 bucket\n least(\n ceil(\n ({{ expr }} - {{ min_value }})/{{ bin_size }}\n ),\n {{ num_buckets }} + 1\n )\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.safe_cast", "macro.dbt.type_numeric"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.1498141, "supported_languages": null}, "macro.dbt_utils.snowflake__width_bucket": {"name": "snowflake__width_bucket", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/width_bucket.sql", "original_file_path": "macros/sql/width_bucket.sql", "unique_id": "macro.dbt_utils.snowflake__width_bucket", "macro_sql": "{% macro snowflake__width_bucket(expr, min_value, max_value, num_buckets) %}\n width_bucket({{ expr }}, {{ min_value }}, {{ max_value }}, {{ num_buckets }} )\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.149995, "supported_languages": null}, "macro.dbt_utils.get_query_results_as_dict": {"name": "get_query_results_as_dict", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_query_results_as_dict.sql", "original_file_path": "macros/sql/get_query_results_as_dict.sql", "unique_id": "macro.dbt_utils.get_query_results_as_dict", "macro_sql": "{% macro get_query_results_as_dict(query) %}\n {{ return(adapter.dispatch('get_query_results_as_dict', 'dbt_utils')(query)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_query_results_as_dict"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.150358, "supported_languages": null}, "macro.dbt_utils.default__get_query_results_as_dict": {"name": "default__get_query_results_as_dict", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_query_results_as_dict.sql", "original_file_path": "macros/sql/get_query_results_as_dict.sql", "unique_id": "macro.dbt_utils.default__get_query_results_as_dict", "macro_sql": "{% macro default__get_query_results_as_dict(query) %}\n\n{# This macro returns a dictionary of the form {column_name: (tuple_of_results)} #}\n\n {%- call statement('get_query_results', fetch_result=True,auto_begin=false) -%}\n\n {{ query }}\n\n {%- endcall -%}\n\n {% set sql_results={} %}\n\n {%- if execute -%}\n {% set sql_results_table = load_result('get_query_results').table.columns %}\n {% for column_name, column in sql_results_table.items() %}\n {% do sql_results.update({column_name: column.values()}) %}\n {% endfor %}\n {%- endif -%}\n\n {{ return(sql_results) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.150918, "supported_languages": null}, "macro.dbt_utils.generate_surrogate_key": {"name": "generate_surrogate_key", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/generate_surrogate_key.sql", "original_file_path": "macros/sql/generate_surrogate_key.sql", "unique_id": "macro.dbt_utils.generate_surrogate_key", "macro_sql": "{%- macro generate_surrogate_key(field_list) -%}\n {{ return(adapter.dispatch('generate_surrogate_key', 'dbt_utils')(field_list)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__generate_surrogate_key"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.151341, "supported_languages": null}, "macro.dbt_utils.default__generate_surrogate_key": {"name": "default__generate_surrogate_key", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/generate_surrogate_key.sql", "original_file_path": "macros/sql/generate_surrogate_key.sql", "unique_id": "macro.dbt_utils.default__generate_surrogate_key", "macro_sql": "\n\n{%- macro default__generate_surrogate_key(field_list) -%}\n\n{%- if var('surrogate_key_treat_nulls_as_empty_strings', False) -%}\n {%- set default_null_value = \"\" -%}\n{%- else -%}\n {%- set default_null_value = '_dbt_utils_surrogate_key_null_' -%}\n{%- endif -%}\n\n{%- set fields = [] -%}\n\n{%- for field in field_list -%}\n\n {%- do fields.append(\n \"coalesce(cast(\" ~ field ~ \" as \" ~ dbt.type_string() ~ \"), '\" ~ default_null_value ~\"')\"\n ) -%}\n\n {%- if not loop.last %}\n {%- do fields.append(\"'-'\") -%}\n {%- endif -%}\n\n{%- endfor -%}\n\n{{ dbt.hash(dbt.concat(fields)) }}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt.type_string", "macro.dbt.hash", "macro.dbt.concat"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.151912, "supported_languages": null}, "macro.dbt_utils.get_table_types_sql": {"name": "get_table_types_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_table_types_sql.sql", "original_file_path": "macros/sql/get_table_types_sql.sql", "unique_id": "macro.dbt_utils.get_table_types_sql", "macro_sql": "{%- macro get_table_types_sql() -%}\n {{ return(adapter.dispatch('get_table_types_sql', 'dbt_utils')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_utils.postgres__get_table_types_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.1523771, "supported_languages": null}, "macro.dbt_utils.default__get_table_types_sql": {"name": "default__get_table_types_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_table_types_sql.sql", "original_file_path": "macros/sql/get_table_types_sql.sql", "unique_id": "macro.dbt_utils.default__get_table_types_sql", "macro_sql": "{% macro default__get_table_types_sql() %}\n case table_type\n when 'BASE TABLE' then 'table'\n when 'EXTERNAL TABLE' then 'external'\n when 'MATERIALIZED VIEW' then 'materializedview'\n else lower(table_type)\n end as {{ adapter.quote('table_type') }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.1525068, "supported_languages": null}, "macro.dbt_utils.postgres__get_table_types_sql": {"name": "postgres__get_table_types_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_table_types_sql.sql", "original_file_path": "macros/sql/get_table_types_sql.sql", "unique_id": "macro.dbt_utils.postgres__get_table_types_sql", "macro_sql": "{% macro postgres__get_table_types_sql() %}\n case table_type\n when 'BASE TABLE' then 'table'\n when 'FOREIGN' then 'external'\n when 'MATERIALIZED VIEW' then 'materializedview'\n else lower(table_type)\n end as {{ adapter.quote('table_type') }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.152637, "supported_languages": null}, "macro.dbt_utils.databricks__get_table_types_sql": {"name": "databricks__get_table_types_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_table_types_sql.sql", "original_file_path": "macros/sql/get_table_types_sql.sql", "unique_id": "macro.dbt_utils.databricks__get_table_types_sql", "macro_sql": "{% macro databricks__get_table_types_sql() %}\n case table_type\n when 'MANAGED' then 'table'\n when 'BASE TABLE' then 'table'\n when 'MATERIALIZED VIEW' then 'materializedview'\n else lower(table_type)\n end as {{ adapter.quote('table_type') }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.152765, "supported_languages": null}, "macro.dbt_utils.get_single_value": {"name": "get_single_value", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_single_value.sql", "original_file_path": "macros/sql/get_single_value.sql", "unique_id": "macro.dbt_utils.get_single_value", "macro_sql": "{% macro get_single_value(query, default=none) %}\n {{ return(adapter.dispatch('get_single_value', 'dbt_utils')(query, default)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_single_value"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.153227, "supported_languages": null}, "macro.dbt_utils.default__get_single_value": {"name": "default__get_single_value", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_single_value.sql", "original_file_path": "macros/sql/get_single_value.sql", "unique_id": "macro.dbt_utils.default__get_single_value", "macro_sql": "{% macro default__get_single_value(query, default) %}\n\n{# This macro returns the (0, 0) record in a query, i.e. the first row of the first column #}\n\n {%- call statement('get_query_result', fetch_result=True, auto_begin=false) -%}\n\n {{ query }}\n\n {%- endcall -%}\n\n {%- if execute -%}\n\n {% set r = load_result('get_query_result').table.columns[0].values() %}\n {% if r | length == 0 %}\n {% do print('Query `' ~ query ~ '` returned no rows. Using the default value: ' ~ default) %}\n {% set sql_result = default %}\n {% else %}\n {% set sql_result = r[0] %}\n {% endif %}\n \n {%- else -%}\n \n {% set sql_result = default %}\n \n {%- endif -%}\n\n {% do return(sql_result) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.154001, "supported_languages": null}, "macro.dbt_utils.degrees_to_radians": {"name": "degrees_to_radians", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/haversine_distance.sql", "original_file_path": "macros/sql/haversine_distance.sql", "unique_id": "macro.dbt_utils.degrees_to_radians", "macro_sql": "{% macro degrees_to_radians(degrees) -%}\n acos(-1) * {{degrees}} / 180\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.1550221, "supported_languages": null}, "macro.dbt_utils.haversine_distance": {"name": "haversine_distance", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/haversine_distance.sql", "original_file_path": "macros/sql/haversine_distance.sql", "unique_id": "macro.dbt_utils.haversine_distance", "macro_sql": "{% macro haversine_distance(lat1, lon1, lat2, lon2, unit='mi') -%}\n {{ return(adapter.dispatch('haversine_distance', 'dbt_utils')(lat1,lon1,lat2,lon2,unit)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__haversine_distance"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.1552892, "supported_languages": null}, "macro.dbt_utils.default__haversine_distance": {"name": "default__haversine_distance", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/haversine_distance.sql", "original_file_path": "macros/sql/haversine_distance.sql", "unique_id": "macro.dbt_utils.default__haversine_distance", "macro_sql": "{% macro default__haversine_distance(lat1, lon1, lat2, lon2, unit='mi') -%}\n{%- if unit == 'mi' %}\n {% set conversion_rate = 1 %}\n{% elif unit == 'km' %}\n {% set conversion_rate = 1.60934 %}\n{% else %}\n {{ exceptions.raise_compiler_error(\"unit input must be one of 'mi' or 'km'. Got \" ~ unit) }}\n{% endif %}\n\n 2 * 3961 * asin(sqrt(power((sin(radians(({{ lat2 }} - {{ lat1 }}) / 2))), 2) +\n cos(radians({{lat1}})) * cos(radians({{lat2}})) *\n power((sin(radians(({{ lon2 }} - {{ lon1 }}) / 2))), 2))) * {{ conversion_rate }}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.155818, "supported_languages": null}, "macro.dbt_utils.bigquery__haversine_distance": {"name": "bigquery__haversine_distance", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/haversine_distance.sql", "original_file_path": "macros/sql/haversine_distance.sql", "unique_id": "macro.dbt_utils.bigquery__haversine_distance", "macro_sql": "{% macro bigquery__haversine_distance(lat1, lon1, lat2, lon2, unit='mi') -%}\n{% set radians_lat1 = dbt_utils.degrees_to_radians(lat1) %}\n{% set radians_lat2 = dbt_utils.degrees_to_radians(lat2) %}\n{% set radians_lon1 = dbt_utils.degrees_to_radians(lon1) %}\n{% set radians_lon2 = dbt_utils.degrees_to_radians(lon2) %}\n{%- if unit == 'mi' %}\n {% set conversion_rate = 1 %}\n{% elif unit == 'km' %}\n {% set conversion_rate = 1.60934 %}\n{% else %}\n {{ exceptions.raise_compiler_error(\"unit input must be one of 'mi' or 'km'. Got \" ~ unit) }}\n{% endif %}\n 2 * 3961 * asin(sqrt(power(sin(({{ radians_lat2 }} - {{ radians_lat1 }}) / 2), 2) +\n cos({{ radians_lat1 }}) * cos({{ radians_lat2 }}) *\n power(sin(({{ radians_lon2 }} - {{ radians_lon1 }}) / 2), 2))) * {{ conversion_rate }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.degrees_to_radians"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.156566, "supported_languages": null}, "macro.spark_utils.get_tables": {"name": "get_tables", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/maintenance_operation.sql", "original_file_path": "macros/maintenance_operation.sql", "unique_id": "macro.spark_utils.get_tables", "macro_sql": "{% macro get_tables(table_regex_pattern='.*') %}\n\n {% set tables = [] %}\n {% for database in spark__list_schemas('not_used') %}\n {% for table in spark__list_relations_without_caching(database[0]) %}\n {% set db_tablename = database[0] ~ \".\" ~ table[1] %}\n {% set is_match = modules.re.match(table_regex_pattern, db_tablename) %}\n {% if is_match %}\n {% call statement('table_detail', fetch_result=True) -%}\n describe extended {{ db_tablename }}\n {% endcall %}\n\n {% set table_type = load_result('table_detail').table|reverse|selectattr(0, 'in', ('type', 'TYPE', 'Type'))|first %}\n {% if table_type[1]|lower != 'view' %}\n {{ tables.append(db_tablename) }}\n {% endif %}\n {% endif %}\n {% endfor %}\n {% endfor %}\n {{ return(tables) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.16124, "supported_languages": null}, "macro.spark_utils.get_delta_tables": {"name": "get_delta_tables", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/maintenance_operation.sql", "original_file_path": "macros/maintenance_operation.sql", "unique_id": "macro.spark_utils.get_delta_tables", "macro_sql": "{% macro get_delta_tables(table_regex_pattern='.*') %}\n\n {% set delta_tables = [] %}\n {% for db_tablename in get_tables(table_regex_pattern) %}\n {% call statement('table_detail', fetch_result=True) -%}\n describe extended {{ db_tablename }}\n {% endcall %}\n\n {% set table_type = load_result('table_detail').table|reverse|selectattr(0, 'in', ('provider', 'PROVIDER', 'Provider'))|first %}\n {% if table_type[1]|lower == 'delta' %}\n {{ delta_tables.append(db_tablename) }}\n {% endif %}\n {% endfor %}\n {{ return(delta_tables) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.get_tables", "macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.1619232, "supported_languages": null}, "macro.spark_utils.get_statistic_columns": {"name": "get_statistic_columns", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/maintenance_operation.sql", "original_file_path": "macros/maintenance_operation.sql", "unique_id": "macro.spark_utils.get_statistic_columns", "macro_sql": "{% macro get_statistic_columns(table) %}\n\n {% call statement('input_columns', fetch_result=True) %}\n SHOW COLUMNS IN {{ table }}\n {% endcall %}\n {% set input_columns = load_result('input_columns').table %}\n\n {% set output_columns = [] %}\n {% for column in input_columns %}\n {% call statement('column_information', fetch_result=True) %}\n DESCRIBE TABLE {{ table }} `{{ column[0] }}`\n {% endcall %}\n {% if not load_result('column_information').table[1][1].startswith('struct') and not load_result('column_information').table[1][1].startswith('array') %}\n {{ output_columns.append('`' ~ column[0] ~ '`') }}\n {% endif %}\n {% endfor %}\n {{ return(output_columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.1627269, "supported_languages": null}, "macro.spark_utils.spark_optimize_delta_tables": {"name": "spark_optimize_delta_tables", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/maintenance_operation.sql", "original_file_path": "macros/maintenance_operation.sql", "unique_id": "macro.spark_utils.spark_optimize_delta_tables", "macro_sql": "{% macro spark_optimize_delta_tables(table_regex_pattern='.*') %}\n\n {% for table in get_delta_tables(table_regex_pattern) %}\n {% set start=modules.datetime.datetime.now() %}\n {% set message_prefix=loop.index ~ \" of \" ~ loop.length %}\n {{ dbt_utils.log_info(message_prefix ~ \" Optimizing \" ~ table) }}\n {% do run_query(\"optimize \" ~ table) %}\n {% set end=modules.datetime.datetime.now() %}\n {% set total_seconds = (end - start).total_seconds() | round(2) %}\n {{ dbt_utils.log_info(message_prefix ~ \" Finished \" ~ table ~ \" in \" ~ total_seconds ~ \"s\") }}\n {% endfor %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.get_delta_tables", "macro.dbt_utils.log_info", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.1633868, "supported_languages": null}, "macro.spark_utils.spark_vacuum_delta_tables": {"name": "spark_vacuum_delta_tables", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/maintenance_operation.sql", "original_file_path": "macros/maintenance_operation.sql", "unique_id": "macro.spark_utils.spark_vacuum_delta_tables", "macro_sql": "{% macro spark_vacuum_delta_tables(table_regex_pattern='.*') %}\n\n {% for table in get_delta_tables(table_regex_pattern) %}\n {% set start=modules.datetime.datetime.now() %}\n {% set message_prefix=loop.index ~ \" of \" ~ loop.length %}\n {{ dbt_utils.log_info(message_prefix ~ \" Vacuuming \" ~ table) }}\n {% do run_query(\"vacuum \" ~ table) %}\n {% set end=modules.datetime.datetime.now() %}\n {% set total_seconds = (end - start).total_seconds() | round(2) %}\n {{ dbt_utils.log_info(message_prefix ~ \" Finished \" ~ table ~ \" in \" ~ total_seconds ~ \"s\") }}\n {% endfor %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.get_delta_tables", "macro.dbt_utils.log_info", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.1640399, "supported_languages": null}, "macro.spark_utils.spark_analyze_tables": {"name": "spark_analyze_tables", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/maintenance_operation.sql", "original_file_path": "macros/maintenance_operation.sql", "unique_id": "macro.spark_utils.spark_analyze_tables", "macro_sql": "{% macro spark_analyze_tables(table_regex_pattern='.*') %}\n\n {% for table in get_tables(table_regex_pattern) %}\n {% set start=modules.datetime.datetime.now() %}\n {% set columns = get_statistic_columns(table) | join(',') %}\n {% set message_prefix=loop.index ~ \" of \" ~ loop.length %}\n {{ dbt_utils.log_info(message_prefix ~ \" Analyzing \" ~ table) }}\n {% if columns != '' %}\n {% do run_query(\"analyze table \" ~ table ~ \" compute statistics for columns \" ~ columns) %}\n {% endif %}\n {% set end=modules.datetime.datetime.now() %}\n {% set total_seconds = (end - start).total_seconds() | round(2) %}\n {{ dbt_utils.log_info(message_prefix ~ \" Finished \" ~ table ~ \" in \" ~ total_seconds ~ \"s\") }}\n {% endfor %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.get_tables", "macro.spark_utils.get_statistic_columns", "macro.dbt_utils.log_info", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.16492, "supported_languages": null}, "macro.spark_utils.spark__concat": {"name": "spark__concat", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/cross_db_utils/concat.sql", "original_file_path": "macros/dbt_utils/cross_db_utils/concat.sql", "unique_id": "macro.spark_utils.spark__concat", "macro_sql": "{% macro spark__concat(fields) -%}\n concat({{ fields|join(', ') }})\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.1651058, "supported_languages": null}, "macro.spark_utils.spark__type_numeric": {"name": "spark__type_numeric", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/cross_db_utils/datatypes.sql", "original_file_path": "macros/dbt_utils/cross_db_utils/datatypes.sql", "unique_id": "macro.spark_utils.spark__type_numeric", "macro_sql": "{% macro spark__type_numeric() %}\n decimal(28, 6)\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.165208, "supported_languages": null}, "macro.spark_utils.spark__dateadd": {"name": "spark__dateadd", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/cross_db_utils/dateadd.sql", "original_file_path": "macros/dbt_utils/cross_db_utils/dateadd.sql", "unique_id": "macro.spark_utils.spark__dateadd", "macro_sql": "{% macro spark__dateadd(datepart, interval, from_date_or_timestamp) %}\n\n {%- set clock_component -%}\n {# make sure the dates + timestamps are real, otherwise raise an error asap #}\n to_unix_timestamp({{ spark_utils.assert_not_null('to_timestamp', from_date_or_timestamp) }})\n - to_unix_timestamp({{ spark_utils.assert_not_null('date', from_date_or_timestamp) }})\n {%- endset -%}\n\n {%- if datepart in ['day', 'week'] -%}\n \n {%- set multiplier = 7 if datepart == 'week' else 1 -%}\n\n to_timestamp(\n to_unix_timestamp(\n date_add(\n {{ spark_utils.assert_not_null('date', from_date_or_timestamp) }},\n cast({{interval}} * {{multiplier}} as int)\n )\n ) + {{clock_component}}\n )\n\n {%- elif datepart in ['month', 'quarter', 'year'] -%}\n \n {%- set multiplier -%} \n {%- if datepart == 'month' -%} 1\n {%- elif datepart == 'quarter' -%} 3\n {%- elif datepart == 'year' -%} 12\n {%- endif -%}\n {%- endset -%}\n\n to_timestamp(\n to_unix_timestamp(\n add_months(\n {{ spark_utils.assert_not_null('date', from_date_or_timestamp) }},\n cast({{interval}} * {{multiplier}} as int)\n )\n ) + {{clock_component}}\n )\n\n {%- elif datepart in ('hour', 'minute', 'second', 'millisecond', 'microsecond') -%}\n \n {%- set multiplier -%} \n {%- if datepart == 'hour' -%} 3600\n {%- elif datepart == 'minute' -%} 60\n {%- elif datepart == 'second' -%} 1\n {%- elif datepart == 'millisecond' -%} (1/1000000)\n {%- elif datepart == 'microsecond' -%} (1/1000000)\n {%- endif -%}\n {%- endset -%}\n\n to_timestamp(\n {{ spark_utils.assert_not_null('to_unix_timestamp', from_date_or_timestamp) }}\n + cast({{interval}} * {{multiplier}} as int)\n )\n\n {%- else -%}\n\n {{ exceptions.raise_compiler_error(\"macro dateadd not implemented for datepart ~ '\" ~ datepart ~ \"' ~ on Spark\") }}\n\n {%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.assert_not_null"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.167829, "supported_languages": null}, "macro.spark_utils.spark__datediff": {"name": "spark__datediff", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/cross_db_utils/datediff.sql", "original_file_path": "macros/dbt_utils/cross_db_utils/datediff.sql", "unique_id": "macro.spark_utils.spark__datediff", "macro_sql": "{% macro spark__datediff(first_date, second_date, datepart) %}\n\n {%- if datepart in ['day', 'week', 'month', 'quarter', 'year'] -%}\n \n {# make sure the dates are real, otherwise raise an error asap #}\n {% set first_date = spark_utils.assert_not_null('date', first_date) %}\n {% set second_date = spark_utils.assert_not_null('date', second_date) %}\n \n {%- endif -%}\n \n {%- if datepart == 'day' -%}\n \n datediff({{second_date}}, {{first_date}})\n \n {%- elif datepart == 'week' -%}\n \n case when {{first_date}} < {{second_date}}\n then floor(datediff({{second_date}}, {{first_date}})/7)\n else ceil(datediff({{second_date}}, {{first_date}})/7)\n end\n \n -- did we cross a week boundary (Sunday)?\n + case\n when {{first_date}} < {{second_date}} and dayofweek({{second_date}}) < dayofweek({{first_date}}) then 1\n when {{first_date}} > {{second_date}} and dayofweek({{second_date}}) > dayofweek({{first_date}}) then -1\n else 0 end\n\n {%- elif datepart == 'month' -%}\n\n case when {{first_date}} < {{second_date}}\n then floor(months_between(date({{second_date}}), date({{first_date}})))\n else ceil(months_between(date({{second_date}}), date({{first_date}})))\n end\n \n -- did we cross a month boundary?\n + case\n when {{first_date}} < {{second_date}} and dayofmonth({{second_date}}) < dayofmonth({{first_date}}) then 1\n when {{first_date}} > {{second_date}} and dayofmonth({{second_date}}) > dayofmonth({{first_date}}) then -1\n else 0 end\n \n {%- elif datepart == 'quarter' -%}\n \n case when {{first_date}} < {{second_date}}\n then floor(months_between(date({{second_date}}), date({{first_date}}))/3)\n else ceil(months_between(date({{second_date}}), date({{first_date}}))/3)\n end\n \n -- did we cross a quarter boundary?\n + case\n when {{first_date}} < {{second_date}} and (\n (dayofyear({{second_date}}) - (quarter({{second_date}}) * 365/4))\n < (dayofyear({{first_date}}) - (quarter({{first_date}}) * 365/4))\n ) then 1\n when {{first_date}} > {{second_date}} and (\n (dayofyear({{second_date}}) - (quarter({{second_date}}) * 365/4))\n > (dayofyear({{first_date}}) - (quarter({{first_date}}) * 365/4))\n ) then -1\n else 0 end\n\n {%- elif datepart == 'year' -%}\n \n year({{second_date}}) - year({{first_date}})\n\n {%- elif datepart in ('hour', 'minute', 'second', 'millisecond', 'microsecond') -%}\n \n {%- set divisor -%} \n {%- if datepart == 'hour' -%} 3600\n {%- elif datepart == 'minute' -%} 60\n {%- elif datepart == 'second' -%} 1\n {%- elif datepart == 'millisecond' -%} (1/1000)\n {%- elif datepart == 'microsecond' -%} (1/1000000)\n {%- endif -%}\n {%- endset -%}\n\n case when {{first_date}} < {{second_date}}\n then ceil((\n {# make sure the timestamps are real, otherwise raise an error asap #}\n {{ spark_utils.assert_not_null('to_unix_timestamp', spark_utils.assert_not_null('to_timestamp', second_date)) }}\n - {{ spark_utils.assert_not_null('to_unix_timestamp', spark_utils.assert_not_null('to_timestamp', first_date)) }}\n ) / {{divisor}})\n else floor((\n {{ spark_utils.assert_not_null('to_unix_timestamp', spark_utils.assert_not_null('to_timestamp', second_date)) }}\n - {{ spark_utils.assert_not_null('to_unix_timestamp', spark_utils.assert_not_null('to_timestamp', first_date)) }}\n ) / {{divisor}})\n end\n \n {% if datepart == 'millisecond' %}\n + cast(date_format({{second_date}}, 'SSS') as int)\n - cast(date_format({{first_date}}, 'SSS') as int)\n {% endif %}\n \n {% if datepart == 'microsecond' %} \n {% set capture_str = '[0-9]{4}-[0-9]{2}-[0-9]{2}.[0-9]{2}:[0-9]{2}:[0-9]{2}.([0-9]{6})' %}\n -- Spark doesn't really support microseconds, so this is a massive hack!\n -- It will only work if the timestamp-string is of the format\n -- 'yyyy-MM-dd-HH mm.ss.SSSSSS'\n + cast(regexp_extract({{second_date}}, '{{capture_str}}', 1) as int)\n - cast(regexp_extract({{first_date}}, '{{capture_str}}', 1) as int) \n {% endif %}\n\n {%- else -%}\n\n {{ exceptions.raise_compiler_error(\"macro datediff not implemented for datepart ~ '\" ~ datepart ~ \"' ~ on Spark\") }}\n\n {%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.assert_not_null"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.1746051, "supported_languages": null}, "macro.spark_utils.spark__current_timestamp": {"name": "spark__current_timestamp", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/cross_db_utils/current_timestamp.sql", "original_file_path": "macros/dbt_utils/cross_db_utils/current_timestamp.sql", "unique_id": "macro.spark_utils.spark__current_timestamp", "macro_sql": "{% macro spark__current_timestamp() %}\n current_timestamp()\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.174758, "supported_languages": null}, "macro.spark_utils.spark__current_timestamp_in_utc": {"name": "spark__current_timestamp_in_utc", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/cross_db_utils/current_timestamp.sql", "original_file_path": "macros/dbt_utils/cross_db_utils/current_timestamp.sql", "unique_id": "macro.spark_utils.spark__current_timestamp_in_utc", "macro_sql": "{% macro spark__current_timestamp_in_utc() %}\n unix_timestamp()\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.1748328, "supported_languages": null}, "macro.spark_utils.spark__split_part": {"name": "spark__split_part", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/cross_db_utils/split_part.sql", "original_file_path": "macros/dbt_utils/cross_db_utils/split_part.sql", "unique_id": "macro.spark_utils.spark__split_part", "macro_sql": "{% macro spark__split_part(string_text, delimiter_text, part_number) %}\n\n {% set delimiter_expr %}\n \n -- escape if starts with a special character\n case when regexp_extract({{ delimiter_text }}, '([^A-Za-z0-9])(.*)', 1) != '_'\n then concat('\\\\', {{ delimiter_text }})\n else {{ delimiter_text }} end\n \n {% endset %}\n\n {% set split_part_expr %}\n \n split(\n {{ string_text }},\n {{ delimiter_expr }}\n )[({{ part_number - 1 }})]\n \n {% endset %}\n \n {{ return(split_part_expr) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.175354, "supported_languages": null}, "macro.spark_utils.spark__get_relations_by_pattern": {"name": "spark__get_relations_by_pattern", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/sql/get_relations_by_prefix.sql", "original_file_path": "macros/dbt_utils/sql/get_relations_by_prefix.sql", "unique_id": "macro.spark_utils.spark__get_relations_by_pattern", "macro_sql": "{% macro spark__get_relations_by_pattern(schema_pattern, table_pattern, exclude='', database=target.database) %}\n\n {%- call statement('get_tables', fetch_result=True) %}\n\n show table extended in {{ schema_pattern }} like '{{ table_pattern }}'\n\n {%- endcall -%}\n\n {%- set table_list = load_result('get_tables') -%}\n\n {%- if table_list and table_list['table'] -%}\n {%- set tbl_relations = [] -%}\n {%- for row in table_list['table'] -%}\n {%- set tbl_relation = api.Relation.create(\n database=None,\n schema=row[0],\n identifier=row[1],\n type=('view' if 'Type: VIEW' in row[3] else 'table')\n ) -%}\n {%- do tbl_relations.append(tbl_relation) -%}\n {%- endfor -%}\n\n {{ return(tbl_relations) }}\n {%- else -%}\n {{ return([]) }}\n {%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.176867, "supported_languages": null}, "macro.spark_utils.spark__get_relations_by_prefix": {"name": "spark__get_relations_by_prefix", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/sql/get_relations_by_prefix.sql", "original_file_path": "macros/dbt_utils/sql/get_relations_by_prefix.sql", "unique_id": "macro.spark_utils.spark__get_relations_by_prefix", "macro_sql": "{% macro spark__get_relations_by_prefix(schema_pattern, table_pattern, exclude='', database=target.database) %}\n {% set table_pattern = table_pattern ~ '*' %}\n {{ return(spark_utils.spark__get_relations_by_pattern(schema_pattern, table_pattern, exclude='', database=target.database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.spark__get_relations_by_pattern"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.177181, "supported_languages": null}, "macro.spark_utils.spark__get_tables_by_pattern": {"name": "spark__get_tables_by_pattern", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/sql/get_relations_by_prefix.sql", "original_file_path": "macros/dbt_utils/sql/get_relations_by_prefix.sql", "unique_id": "macro.spark_utils.spark__get_tables_by_pattern", "macro_sql": "{% macro spark__get_tables_by_pattern(schema_pattern, table_pattern, exclude='', database=target.database) %}\n {{ return(spark_utils.spark__get_relations_by_pattern(schema_pattern, table_pattern, exclude='', database=target.database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.spark__get_relations_by_pattern"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.1774342, "supported_languages": null}, "macro.spark_utils.spark__get_tables_by_prefix": {"name": "spark__get_tables_by_prefix", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/sql/get_relations_by_prefix.sql", "original_file_path": "macros/dbt_utils/sql/get_relations_by_prefix.sql", "unique_id": "macro.spark_utils.spark__get_tables_by_prefix", "macro_sql": "{% macro spark__get_tables_by_prefix(schema_pattern, table_pattern, exclude='', database=target.database) %}\n {{ return(spark_utils.spark__get_relations_by_prefix(schema_pattern, table_pattern, exclude='', database=target.database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.spark__get_relations_by_prefix"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.17769, "supported_languages": null}, "macro.spark_utils.assert_not_null": {"name": "assert_not_null", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/etc/assert_not_null.sql", "original_file_path": "macros/etc/assert_not_null.sql", "unique_id": "macro.spark_utils.assert_not_null", "macro_sql": "{% macro assert_not_null(function, arg) -%}\n {{ return(adapter.dispatch('assert_not_null', 'spark_utils')(function, arg)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.spark_utils.default__assert_not_null"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.177998, "supported_languages": null}, "macro.spark_utils.default__assert_not_null": {"name": "default__assert_not_null", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/etc/assert_not_null.sql", "original_file_path": "macros/etc/assert_not_null.sql", "unique_id": "macro.spark_utils.default__assert_not_null", "macro_sql": "{% macro default__assert_not_null(function, arg) %}\n\n coalesce({{function}}({{arg}}), nvl2({{function}}({{arg}}), assert_true({{function}}({{arg}}) is not null), null))\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.178177, "supported_languages": null}, "macro.spark_utils.spark__convert_timezone": {"name": "spark__convert_timezone", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/snowplow/convert_timezone.sql", "original_file_path": "macros/snowplow/convert_timezone.sql", "unique_id": "macro.spark_utils.spark__convert_timezone", "macro_sql": "{% macro spark__convert_timezone(in_tz, out_tz, in_timestamp) %}\n from_utc_timestamp(to_utc_timestamp({{in_timestamp}}, {{in_tz}}), {{out_tz}})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.178365, "supported_languages": null}, "macro.dbt_date.get_date_dimension": {"name": "get_date_dimension", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/get_date_dimension.sql", "original_file_path": "macros/get_date_dimension.sql", "unique_id": "macro.dbt_date.get_date_dimension", "macro_sql": "{% macro get_date_dimension(start_date, end_date) %}\n {{ adapter.dispatch('get_date_dimension', 'dbt_date') (start_date, end_date) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_date.postgres__get_date_dimension"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.186535, "supported_languages": null}, "macro.dbt_date.default__get_date_dimension": {"name": "default__get_date_dimension", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/get_date_dimension.sql", "original_file_path": "macros/get_date_dimension.sql", "unique_id": "macro.dbt_date.default__get_date_dimension", "macro_sql": "{% macro default__get_date_dimension(start_date, end_date) %}\nwith base_dates as (\n {{ dbt_date.get_base_dates(start_date, end_date) }}\n),\ndates_with_prior_year_dates as (\n\n select\n cast(d.date_day as date) as date_day,\n cast({{ dbt.dateadd('year', -1 , 'd.date_day') }} as date) as prior_year_date_day,\n cast({{ dbt.dateadd('day', -364 , 'd.date_day') }} as date) as prior_year_over_year_date_day\n from\n \tbase_dates d\n\n)\nselect\n d.date_day,\n {{ dbt_date.yesterday('d.date_day') }} as prior_date_day,\n {{ dbt_date.tomorrow('d.date_day') }} as next_date_day,\n d.prior_year_date_day as prior_year_date_day,\n d.prior_year_over_year_date_day,\n {{ dbt_date.day_of_week('d.date_day', isoweek=false) }} as day_of_week,\n {{ dbt_date.day_of_week('d.date_day', isoweek=true) }} as day_of_week_iso,\n {{ dbt_date.day_name('d.date_day', short=false) }} as day_of_week_name,\n {{ dbt_date.day_name('d.date_day', short=true) }} as day_of_week_name_short,\n {{ dbt_date.day_of_month('d.date_day') }} as day_of_month,\n {{ dbt_date.day_of_year('d.date_day') }} as day_of_year,\n\n {{ dbt_date.week_start('d.date_day') }} as week_start_date,\n {{ dbt_date.week_end('d.date_day') }} as week_end_date,\n {{ dbt_date.week_start('d.prior_year_over_year_date_day') }} as prior_year_week_start_date,\n {{ dbt_date.week_end('d.prior_year_over_year_date_day') }} as prior_year_week_end_date,\n {{ dbt_date.week_of_year('d.date_day') }} as week_of_year,\n\n {{ dbt_date.iso_week_start('d.date_day') }} as iso_week_start_date,\n {{ dbt_date.iso_week_end('d.date_day') }} as iso_week_end_date,\n {{ dbt_date.iso_week_start('d.prior_year_over_year_date_day') }} as prior_year_iso_week_start_date,\n {{ dbt_date.iso_week_end('d.prior_year_over_year_date_day') }} as prior_year_iso_week_end_date,\n {{ dbt_date.iso_week_of_year('d.date_day') }} as iso_week_of_year,\n\n {{ dbt_date.week_of_year('d.prior_year_over_year_date_day') }} as prior_year_week_of_year,\n {{ dbt_date.iso_week_of_year('d.prior_year_over_year_date_day') }} as prior_year_iso_week_of_year,\n\n cast({{ dbt_date.date_part('month', 'd.date_day') }} as {{ dbt.type_int() }}) as month_of_year,\n {{ dbt_date.month_name('d.date_day', short=false) }} as month_name,\n {{ dbt_date.month_name('d.date_day', short=true) }} as month_name_short,\n\n cast({{ dbt.date_trunc('month', 'd.date_day') }} as date) as month_start_date,\n cast({{ last_day('d.date_day', 'month') }} as date) as month_end_date,\n\n cast({{ dbt.date_trunc('month', 'd.prior_year_date_day') }} as date) as prior_year_month_start_date,\n cast({{ last_day('d.prior_year_date_day', 'month') }} as date) as prior_year_month_end_date,\n\n cast({{ dbt_date.date_part('quarter', 'd.date_day') }} as {{ dbt.type_int() }}) as quarter_of_year,\n cast({{ dbt.date_trunc('quarter', 'd.date_day') }} as date) as quarter_start_date,\n cast({{ last_day('d.date_day', 'quarter') }} as date) as quarter_end_date,\n\n cast({{ dbt_date.date_part('year', 'd.date_day') }} as {{ dbt.type_int() }}) as year_number,\n cast({{ dbt.date_trunc('year', 'd.date_day') }} as date) as year_start_date,\n cast({{ last_day('d.date_day', 'year') }} as date) as year_end_date\nfrom\n dates_with_prior_year_dates d\norder by 1\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_date.get_base_dates", "macro.dbt.dateadd", "macro.dbt_date.yesterday", "macro.dbt_date.tomorrow", "macro.dbt_date.day_of_week", "macro.dbt_date.day_name", "macro.dbt_date.day_of_month", "macro.dbt_date.day_of_year", "macro.dbt_date.week_start", "macro.dbt_date.week_end", "macro.dbt_date.week_of_year", "macro.dbt_date.iso_week_start", "macro.dbt_date.iso_week_end", "macro.dbt_date.iso_week_of_year", "macro.dbt_date.date_part", "macro.dbt.type_int", "macro.dbt_date.month_name", "macro.dbt.date_trunc", "macro.dbt.last_day"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.188697, "supported_languages": null}, "macro.dbt_date.postgres__get_date_dimension": {"name": "postgres__get_date_dimension", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/get_date_dimension.sql", "original_file_path": "macros/get_date_dimension.sql", "unique_id": "macro.dbt_date.postgres__get_date_dimension", "macro_sql": "{% macro postgres__get_date_dimension(start_date, end_date) %}\nwith base_dates as (\n {{ dbt_date.get_base_dates(start_date, end_date) }}\n),\ndates_with_prior_year_dates as (\n\n select\n cast(d.date_day as date) as date_day,\n cast({{ dbt.dateadd('year', -1 , 'd.date_day') }} as date) as prior_year_date_day,\n cast({{ dbt.dateadd('day', -364 , 'd.date_day') }} as date) as prior_year_over_year_date_day\n from\n \tbase_dates d\n\n)\nselect\n d.date_day,\n {{ dbt_date.yesterday('d.date_day') }} as prior_date_day,\n {{ dbt_date.tomorrow('d.date_day') }} as next_date_day,\n d.prior_year_date_day as prior_year_date_day,\n d.prior_year_over_year_date_day,\n {{ dbt_date.day_of_week('d.date_day', isoweek=true) }} as day_of_week,\n\n {{ dbt_date.day_name('d.date_day', short=false) }} as day_of_week_name,\n {{ dbt_date.day_name('d.date_day', short=true) }} as day_of_week_name_short,\n {{ dbt_date.day_of_month('d.date_day') }} as day_of_month,\n {{ dbt_date.day_of_year('d.date_day') }} as day_of_year,\n\n {{ dbt_date.week_start('d.date_day') }} as week_start_date,\n {{ dbt_date.week_end('d.date_day') }} as week_end_date,\n {{ dbt_date.week_start('d.prior_year_over_year_date_day') }} as prior_year_week_start_date,\n {{ dbt_date.week_end('d.prior_year_over_year_date_day') }} as prior_year_week_end_date,\n {{ dbt_date.week_of_year('d.date_day') }} as week_of_year,\n\n {{ dbt_date.iso_week_start('d.date_day') }} as iso_week_start_date,\n {{ dbt_date.iso_week_end('d.date_day') }} as iso_week_end_date,\n {{ dbt_date.iso_week_start('d.prior_year_over_year_date_day') }} as prior_year_iso_week_start_date,\n {{ dbt_date.iso_week_end('d.prior_year_over_year_date_day') }} as prior_year_iso_week_end_date,\n {{ dbt_date.iso_week_of_year('d.date_day') }} as iso_week_of_year,\n\n {{ dbt_date.week_of_year('d.prior_year_over_year_date_day') }} as prior_year_week_of_year,\n {{ dbt_date.iso_week_of_year('d.prior_year_over_year_date_day') }} as prior_year_iso_week_of_year,\n\n cast({{ dbt_date.date_part('month', 'd.date_day') }} as {{ dbt.type_int() }}) as month_of_year,\n {{ dbt_date.month_name('d.date_day', short=false) }} as month_name,\n {{ dbt_date.month_name('d.date_day', short=true) }} as month_name_short,\n\n cast({{ dbt.date_trunc('month', 'd.date_day') }} as date) as month_start_date,\n cast({{ last_day('d.date_day', 'month') }} as date) as month_end_date,\n\n cast({{ dbt.date_trunc('month', 'd.prior_year_date_day') }} as date) as prior_year_month_start_date,\n cast({{ last_day('d.prior_year_date_day', 'month') }} as date) as prior_year_month_end_date,\n\n cast({{ dbt_date.date_part('quarter', 'd.date_day') }} as {{ dbt.type_int() }}) as quarter_of_year,\n cast({{ dbt.date_trunc('quarter', 'd.date_day') }} as date) as quarter_start_date,\n {# last_day does not support quarter because postgresql does not support quarter interval. #}\n cast({{dbt.dateadd('day', '-1', dbt.dateadd('month', '3', dbt.date_trunc('quarter', 'd.date_day')))}} as date) as quarter_end_date,\n\n cast({{ dbt_date.date_part('year', 'd.date_day') }} as {{ dbt.type_int() }}) as year_number,\n cast({{ dbt.date_trunc('year', 'd.date_day') }} as date) as year_start_date,\n cast({{ last_day('d.date_day', 'year') }} as date) as year_end_date\nfrom\n dates_with_prior_year_dates d\norder by 1\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_date.get_base_dates", "macro.dbt.dateadd", "macro.dbt_date.yesterday", "macro.dbt_date.tomorrow", "macro.dbt_date.day_of_week", "macro.dbt_date.day_name", "macro.dbt_date.day_of_month", "macro.dbt_date.day_of_year", "macro.dbt_date.week_start", "macro.dbt_date.week_end", "macro.dbt_date.week_of_year", "macro.dbt_date.iso_week_start", "macro.dbt_date.iso_week_end", "macro.dbt_date.iso_week_of_year", "macro.dbt_date.date_part", "macro.dbt.type_int", "macro.dbt_date.month_name", "macro.dbt.date_trunc", "macro.dbt.last_day"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.190795, "supported_languages": null}, "macro.dbt_date.get_base_dates": {"name": "get_base_dates", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/get_base_dates.sql", "original_file_path": "macros/get_base_dates.sql", "unique_id": "macro.dbt_date.get_base_dates", "macro_sql": "{% macro get_base_dates(start_date=None, end_date=None, n_dateparts=None, datepart=\"day\") %}\n {{ adapter.dispatch('get_base_dates', 'dbt_date') (start_date, end_date, n_dateparts, datepart) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_date.default__get_base_dates"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.192318, "supported_languages": null}, "macro.dbt_date.default__get_base_dates": {"name": "default__get_base_dates", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/get_base_dates.sql", "original_file_path": "macros/get_base_dates.sql", "unique_id": "macro.dbt_date.default__get_base_dates", "macro_sql": "{% macro default__get_base_dates(start_date, end_date, n_dateparts, datepart) %}\n\n{%- if start_date and end_date -%}\n{%- set start_date=\"cast('\" ~ start_date ~ \"' as \" ~ dbt.type_timestamp() ~ \")\" -%}\n{%- set end_date=\"cast('\" ~ end_date ~ \"' as \" ~ dbt.type_timestamp() ~ \")\" -%}\n\n{%- elif n_dateparts and datepart -%}\n\n{%- set start_date = dbt.dateadd(datepart, -1 * n_dateparts, dbt_date.today()) -%}\n{%- set end_date = dbt_date.tomorrow() -%}\n{%- endif -%}\n\nwith date_spine as\n(\n\n {{ dbt_date.date_spine(\n datepart=datepart,\n start_date=start_date,\n end_date=end_date,\n )\n }}\n\n)\nselect\n cast(d.date_{{ datepart }} as {{ dbt.type_timestamp() }}) as date_{{ datepart }}\nfrom\n date_spine d\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_timestamp", "macro.dbt.dateadd", "macro.dbt_date.today", "macro.dbt_date.tomorrow", "macro.dbt_date.date_spine"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.193025, "supported_languages": null}, "macro.dbt_date.bigquery__get_base_dates": {"name": "bigquery__get_base_dates", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/get_base_dates.sql", "original_file_path": "macros/get_base_dates.sql", "unique_id": "macro.dbt_date.bigquery__get_base_dates", "macro_sql": "{% macro bigquery__get_base_dates(start_date, end_date, n_dateparts, datepart) %}\n\n{%- if start_date and end_date -%}\n{%- set start_date=\"cast('\" ~ start_date ~ \"' as datetime )\" -%}\n{%- set end_date=\"cast('\" ~ end_date ~ \"' as datetime )\" -%}\n\n{%- elif n_dateparts and datepart -%}\n\n{%- set start_date = dbt.dateadd(datepart, -1 * n_dateparts, dbt_date.today()) -%}\n{%- set end_date = dbt_date.tomorrow() -%}\n{%- endif -%}\n\nwith date_spine as\n(\n\n {{ dbt_date.date_spine(\n datepart=datepart,\n start_date=start_date,\n end_date=end_date,\n )\n }}\n\n)\nselect\n cast(d.date_{{ datepart }} as {{ dbt.type_timestamp() }}) as date_{{ datepart }}\nfrom\n date_spine d\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.dateadd", "macro.dbt_date.today", "macro.dbt_date.tomorrow", "macro.dbt_date.date_spine", "macro.dbt.type_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.193641, "supported_languages": null}, "macro.dbt_date.trino__get_base_dates": {"name": "trino__get_base_dates", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/get_base_dates.sql", "original_file_path": "macros/get_base_dates.sql", "unique_id": "macro.dbt_date.trino__get_base_dates", "macro_sql": "{% macro trino__get_base_dates(start_date, end_date, n_dateparts, datepart) %}\n\n{%- if start_date and end_date -%}\n{%- set start_date=\"cast('\" ~ start_date ~ \"' as \" ~ dbt.type_timestamp() ~ \")\" -%}\n{%- set end_date=\"cast('\" ~ end_date ~ \"' as \" ~ dbt.type_timestamp() ~ \")\" -%}\n\n{%- elif n_dateparts and datepart -%}\n\n{%- set start_date = dbt.dateadd(datepart, -1 * n_dateparts, dbt_date.now()) -%}\n{%- set end_date = dbt_date.tomorrow() -%}\n{%- endif -%}\n\nwith date_spine as\n(\n\n {{ dbt_date.date_spine(\n datepart=datepart,\n start_date=start_date,\n end_date=end_date,\n )\n }}\n\n)\nselect\n cast(d.date_{{ datepart }} as {{ dbt.type_timestamp() }}) as date_{{ datepart }}\nfrom\n date_spine d\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_timestamp", "macro.dbt.dateadd", "macro.dbt_date.now", "macro.dbt_date.tomorrow", "macro.dbt_date.date_spine"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.194308, "supported_languages": null}, "macro.dbt_date.get_intervals_between": {"name": "get_intervals_between", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/_utils/date_spine.sql", "original_file_path": "macros/_utils/date_spine.sql", "unique_id": "macro.dbt_date.get_intervals_between", "macro_sql": "{% macro get_intervals_between(start_date, end_date, datepart) -%}\n {{ return(adapter.dispatch('get_intervals_between', 'dbt_date')(start_date, end_date, datepart)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_date.default__get_intervals_between"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.195026, "supported_languages": null}, "macro.dbt_date.default__get_intervals_between": {"name": "default__get_intervals_between", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/_utils/date_spine.sql", "original_file_path": "macros/_utils/date_spine.sql", "unique_id": "macro.dbt_date.default__get_intervals_between", "macro_sql": "{% macro default__get_intervals_between(start_date, end_date, datepart) -%}\n {%- call statement('get_intervals_between', fetch_result=True) %}\n\n select {{ dbt.datediff(start_date, end_date, datepart) }}\n\n {%- endcall -%}\n\n {%- set value_list = load_result('get_intervals_between') -%}\n\n {%- if value_list and value_list['data'] -%}\n {%- set values = value_list['data'] | map(attribute=0) | list %}\n {{ return(values[0]) }}\n {%- else -%}\n {{ return(1) }}\n {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.datediff"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.195617, "supported_languages": null}, "macro.dbt_date.date_spine": {"name": "date_spine", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/_utils/date_spine.sql", "original_file_path": "macros/_utils/date_spine.sql", "unique_id": "macro.dbt_date.date_spine", "macro_sql": "{% macro date_spine(datepart, start_date, end_date) %}\n {{ return(adapter.dispatch('date_spine', 'dbt_date')(datepart, start_date, end_date)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_date.default__date_spine"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.195837, "supported_languages": null}, "macro.dbt_date.default__date_spine": {"name": "default__date_spine", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/_utils/date_spine.sql", "original_file_path": "macros/_utils/date_spine.sql", "unique_id": "macro.dbt_date.default__date_spine", "macro_sql": "{% macro default__date_spine(datepart, start_date, end_date) %}\n\n\n{# call as follows:\n\ndate_spine(\n \"day\",\n \"to_date('01/01/2016', 'mm/dd/yyyy')\",\n \"dbt.dateadd(week, 1, current_date)\"\n) #}\n\n\nwith rawdata as (\n\n {{\n dbt_date.generate_series(\n dbt_date.get_intervals_between(start_date, end_date, datepart)\n )\n }}\n\n),\n\nall_periods as (\n\n select (\n {{\n dbt.dateadd(\n datepart,\n \"(row_number() over (order by 1) - 1)\",\n start_date\n )\n }}\n ) as date_{{datepart}}\n from rawdata\n\n),\n\nfiltered as (\n\n select *\n from all_periods\n where date_{{datepart}} <= {{ end_date }}\n\n)\n\nselect * from filtered\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_date.generate_series", "macro.dbt_date.get_intervals_between", "macro.dbt.dateadd"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.1961799, "supported_languages": null}, "macro.dbt_date.get_powers_of_two": {"name": "get_powers_of_two", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/_utils/generate_series.sql", "original_file_path": "macros/_utils/generate_series.sql", "unique_id": "macro.dbt_date.get_powers_of_two", "macro_sql": "{% macro get_powers_of_two(upper_bound) %}\n {{ return(adapter.dispatch('get_powers_of_two', 'dbt_date')(upper_bound)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_date.default__get_powers_of_two"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.196962, "supported_languages": null}, "macro.dbt_date.default__get_powers_of_two": {"name": "default__get_powers_of_two", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/_utils/generate_series.sql", "original_file_path": "macros/_utils/generate_series.sql", "unique_id": "macro.dbt_date.default__get_powers_of_two", "macro_sql": "{% macro default__get_powers_of_two(upper_bound) %}\n\n {% if upper_bound <= 0 %}\n {{ exceptions.raise_compiler_error(\"upper bound must be positive\") }}\n {% endif %}\n\n {% for _ in range(1, 100) %}\n {% if upper_bound <= 2 ** loop.index %}{{ return(loop.index) }}{% endif %}\n {% endfor %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.197348, "supported_languages": null}, "macro.dbt_date.generate_series": {"name": "generate_series", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/_utils/generate_series.sql", "original_file_path": "macros/_utils/generate_series.sql", "unique_id": "macro.dbt_date.generate_series", "macro_sql": "{% macro generate_series(upper_bound) %}\n {{ return(adapter.dispatch('generate_series', 'dbt_date')(upper_bound)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_date.default__generate_series"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.197525, "supported_languages": null}, "macro.dbt_date.default__generate_series": {"name": "default__generate_series", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/_utils/generate_series.sql", "original_file_path": "macros/_utils/generate_series.sql", "unique_id": "macro.dbt_date.default__generate_series", "macro_sql": "{% macro default__generate_series(upper_bound) %}\n\n {% set n = dbt_date.get_powers_of_two(upper_bound) %}\n\n with p as (\n select 0 as generated_number union all select 1\n ), unioned as (\n\n select\n\n {% for i in range(n) %}\n p{{i}}.generated_number * power(2, {{i}})\n {% if not loop.last %} + {% endif %}\n {% endfor %}\n + 1\n as generated_number\n\n from\n\n {% for i in range(n) %}\n p as p{{i}}\n {% if not loop.last %} cross join {% endif %}\n {% endfor %}\n\n )\n\n select *\n from unioned\n where generated_number <= {{upper_bound}}\n order by generated_number\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_date.get_powers_of_two"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.197994, "supported_languages": null}, "macro.dbt_date.date": {"name": "date", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/_utils/modules_datetime.sql", "original_file_path": "macros/_utils/modules_datetime.sql", "unique_id": "macro.dbt_date.date", "macro_sql": "{% macro date(year, month, day) %}\n {{ return(modules.datetime.date(year, month, day)) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.1983008, "supported_languages": null}, "macro.dbt_date.datetime": {"name": "datetime", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/_utils/modules_datetime.sql", "original_file_path": "macros/_utils/modules_datetime.sql", "unique_id": "macro.dbt_date.datetime", "macro_sql": "{% macro datetime(year, month, day, hour=0, minute=0, second=0, microsecond=0, tz=None) %}\n {% set tz = tz if tz else var(\"dbt_date:time_zone\") %}\n {{ return(\n modules.datetime.datetime(\n year=year, month=month, day=day, hour=hour,\n minute=minute, second=second, microsecond=microsecond,\n tzinfo=modules.pytz.timezone(tz)\n )\n ) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.1987998, "supported_languages": null}, "macro.dbt_date.get_fiscal_year_dates": {"name": "get_fiscal_year_dates", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/fiscal_date/get_fiscal_year_dates.sql", "original_file_path": "macros/fiscal_date/get_fiscal_year_dates.sql", "unique_id": "macro.dbt_date.get_fiscal_year_dates", "macro_sql": "{% macro get_fiscal_year_dates(dates, year_end_month=12, week_start_day=1, shift_year=1) %}\n{{ adapter.dispatch('get_fiscal_year_dates', 'dbt_date') (dates, year_end_month, week_start_day, shift_year) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_date.default__get_fiscal_year_dates"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.200428, "supported_languages": null}, "macro.dbt_date.default__get_fiscal_year_dates": {"name": "default__get_fiscal_year_dates", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/fiscal_date/get_fiscal_year_dates.sql", "original_file_path": "macros/fiscal_date/get_fiscal_year_dates.sql", "unique_id": "macro.dbt_date.default__get_fiscal_year_dates", "macro_sql": "{% macro default__get_fiscal_year_dates(dates, year_end_month, week_start_day, shift_year) %}\n-- this gets all the dates within a fiscal year\n-- determined by the given year-end-month\n-- ending on the saturday closest to that month's end date\nwith fsc_date_dimension as (\n select * from {{ dates }}\n),\nyear_month_end as (\n\n select\n d.year_number - {{ shift_year }} as fiscal_year_number,\n d.month_end_date\n from\n fsc_date_dimension d\n where\n d.month_of_year = {{ year_end_month }}\n group by 1,2\n\n),\nweeks as (\n\n select\n d.year_number,\n d.month_of_year,\n d.date_day as week_start_date,\n cast({{ dbt.dateadd('day', 6, 'd.date_day') }} as date) as week_end_date\n from\n fsc_date_dimension d\n where\n d.day_of_week = {{ week_start_day }}\n\n),\n-- get all the weeks that start in the month the year ends\nyear_week_ends as (\n\n select\n d.year_number - {{ shift_year }} as fiscal_year_number,\n d.week_end_date\n from\n weeks d\n where\n d.month_of_year = {{ year_end_month }}\n group by\n 1,2\n\n),\n-- then calculate which Saturday is closest to month end\nweeks_at_month_end as (\n\n select\n d.fiscal_year_number,\n d.week_end_date,\n m.month_end_date,\n rank() over\n (partition by d.fiscal_year_number\n order by\n abs({{ dbt.datediff('d.week_end_date', 'm.month_end_date', 'day') }})\n\n ) as closest_to_month_end\n from\n year_week_ends d\n join\n year_month_end m on d.fiscal_year_number = m.fiscal_year_number\n),\nfiscal_year_range as (\n\n select\n w.fiscal_year_number,\n cast(\n {{ dbt.dateadd('day', 1,\n 'lag(w.week_end_date) over(order by w.week_end_date)') }}\n as date) as fiscal_year_start_date,\n w.week_end_date as fiscal_year_end_date\n from\n weeks_at_month_end w\n where\n w.closest_to_month_end = 1\n\n),\nfiscal_year_dates as (\n\n select\n d.date_day,\n m.fiscal_year_number,\n m.fiscal_year_start_date,\n m.fiscal_year_end_date,\n w.week_start_date,\n w.week_end_date,\n -- we reset the weeks of the year starting with the merch year start date\n dense_rank()\n over(\n partition by m.fiscal_year_number\n order by w.week_start_date\n ) as fiscal_week_of_year\n from\n fsc_date_dimension d\n join\n fiscal_year_range m on d.date_day between m.fiscal_year_start_date and m.fiscal_year_end_date\n join\n weeks w on d.date_day between w.week_start_date and w.week_end_date\n\n)\nselect * from fiscal_year_dates order by 1\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.dateadd", "macro.dbt.datediff"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.2009962, "supported_languages": null}, "macro.dbt_date.get_fiscal_periods": {"name": "get_fiscal_periods", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/fiscal_date/get_fiscal_periods.sql", "original_file_path": "macros/fiscal_date/get_fiscal_periods.sql", "unique_id": "macro.dbt_date.get_fiscal_periods", "macro_sql": "{% macro get_fiscal_periods(dates, year_end_month, week_start_day, shift_year=1) %}\n{#\nThis macro requires you to pass in a ref to a date dimension, created via\ndbt_date.get_date_dimension()s\n#}\nwith fscl_year_dates_for_periods as (\n {{ dbt_date.get_fiscal_year_dates(dates, year_end_month, week_start_day, shift_year) }}\n),\nfscl_year_w13 as (\n\n select\n f.*,\n -- We count the weeks in a 13 week period\n -- and separate the 4-5-4 week sequences\n mod(cast(\n (f.fiscal_week_of_year-1) as {{ dbt.type_int() }}\n ), 13) as w13_number,\n -- Chop weeks into 13 week merch quarters\n cast(\n least(\n floor((f.fiscal_week_of_year-1)/13.0)\n , 3)\n as {{ dbt.type_int() }}) as quarter_number\n from\n fscl_year_dates_for_periods f\n\n),\nfscl_periods as (\n\n select\n f.date_day,\n f.fiscal_year_number,\n f.week_start_date,\n f.week_end_date,\n f.fiscal_week_of_year,\n case\n -- we move week 53 into the 3rd period of the quarter\n when f.fiscal_week_of_year = 53 then 3\n when f.w13_number between 0 and 3 then 1\n when f.w13_number between 4 and 8 then 2\n when f.w13_number between 9 and 12 then 3\n end as period_of_quarter,\n f.quarter_number\n from\n fscl_year_w13 f\n\n),\nfscl_periods_quarters as (\n\n select\n f.*,\n cast((\n (f.quarter_number * 3) + f.period_of_quarter\n ) as {{ dbt.type_int() }}) as fiscal_period_number\n from\n fscl_periods f\n\n)\nselect\n date_day,\n fiscal_year_number,\n week_start_date,\n week_end_date,\n fiscal_week_of_year,\n dense_rank() over(partition by fiscal_period_number order by fiscal_week_of_year) as fiscal_week_of_period,\n fiscal_period_number,\n quarter_number+1 as fiscal_quarter_number,\n period_of_quarter as fiscal_period_of_quarter\nfrom\n fscl_periods_quarters\norder by 1,2\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_date.get_fiscal_year_dates", "macro.dbt.type_int"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.201887, "supported_languages": null}, "macro.dbt_date.tomorrow": {"name": "tomorrow", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/tomorrow.sql", "original_file_path": "macros/calendar_date/tomorrow.sql", "unique_id": "macro.dbt_date.tomorrow", "macro_sql": "{%- macro tomorrow(date=None, tz=None) -%}\n{{ dbt_date.n_days_away(1, date, tz) }}\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt_date.n_days_away"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.202091, "supported_languages": null}, "macro.dbt_date.next_week": {"name": "next_week", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/next_week.sql", "original_file_path": "macros/calendar_date/next_week.sql", "unique_id": "macro.dbt_date.next_week", "macro_sql": "{%- macro next_week(tz=None) -%}\n{{ dbt_date.n_weeks_away(1, tz) }}\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt_date.n_weeks_away"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.202257, "supported_languages": null}, "macro.dbt_date.next_month_name": {"name": "next_month_name", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/next_month_name.sql", "original_file_path": "macros/calendar_date/next_month_name.sql", "unique_id": "macro.dbt_date.next_month_name", "macro_sql": "{%- macro next_month_name(short=True, tz=None) -%}\n{{ dbt_date.month_name(dbt_date.next_month(tz), short=short) }}\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt_date.month_name", "macro.dbt_date.next_month"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.202562, "supported_languages": null}, "macro.dbt_date.next_month": {"name": "next_month", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/next_month.sql", "original_file_path": "macros/calendar_date/next_month.sql", "unique_id": "macro.dbt_date.next_month", "macro_sql": "{%- macro next_month(tz=None) -%}\n{{ dbt_date.n_months_away(1, tz) }}\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt_date.n_months_away"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.20273, "supported_languages": null}, "macro.dbt_date.day_name": {"name": "day_name", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/day_name.sql", "original_file_path": "macros/calendar_date/day_name.sql", "unique_id": "macro.dbt_date.day_name", "macro_sql": "{%- macro day_name(date, short=True) -%}\n {{ adapter.dispatch('day_name', 'dbt_date') (date, short) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_date.postgres__day_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.20347, "supported_languages": null}, "macro.dbt_date.default__day_name": {"name": "default__day_name", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/day_name.sql", "original_file_path": "macros/calendar_date/day_name.sql", "unique_id": "macro.dbt_date.default__day_name", "macro_sql": "\n\n{%- macro default__day_name(date, short) -%}\n{%- set f = 'Dy' if short else 'Day' -%}\n to_char({{ date }}, '{{ f }}')\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.20366, "supported_languages": null}, "macro.dbt_date.snowflake__day_name": {"name": "snowflake__day_name", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/day_name.sql", "original_file_path": "macros/calendar_date/day_name.sql", "unique_id": "macro.dbt_date.snowflake__day_name", "macro_sql": "\n\n{%- macro snowflake__day_name(date, short) -%}\n {%- if short -%}\n dayname({{ date }})\n {%- else -%}\n -- long version not implemented on Snowflake so we're doing it manually :/\n case dayname({{ date }})\n when 'Mon' then 'Monday'\n when 'Tue' then 'Tuesday'\n when 'Wed' then 'Wednesday'\n when 'Thu' then 'Thursday'\n when 'Fri' then 'Friday'\n when 'Sat' then 'Saturday'\n when 'Sun' then 'Sunday'\n end\n {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.203852, "supported_languages": null}, "macro.dbt_date.bigquery__day_name": {"name": "bigquery__day_name", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/day_name.sql", "original_file_path": "macros/calendar_date/day_name.sql", "unique_id": "macro.dbt_date.bigquery__day_name", "macro_sql": "\n\n{%- macro bigquery__day_name(date, short) -%}\n{%- set f = '%a' if short else '%A' -%}\n format_date('{{ f }}', cast({{ date }} as date))\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.204035, "supported_languages": null}, "macro.dbt_date.postgres__day_name": {"name": "postgres__day_name", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/day_name.sql", "original_file_path": "macros/calendar_date/day_name.sql", "unique_id": "macro.dbt_date.postgres__day_name", "macro_sql": "\n\n{%- macro postgres__day_name(date, short) -%}\n{# FM = Fill mode, which suppresses padding blanks #}\n{%- set f = 'FMDy' if short else 'FMDay' -%}\n to_char({{ date }}, '{{ f }}')\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.204224, "supported_languages": null}, "macro.dbt_date.duckdb__day_name": {"name": "duckdb__day_name", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/day_name.sql", "original_file_path": "macros/calendar_date/day_name.sql", "unique_id": "macro.dbt_date.duckdb__day_name", "macro_sql": "\n\n{%- macro duckdb__day_name(date, short) -%}\n {%- if short -%}\n substr(dayname({{ date }}), 1, 3)\n {%- else -%}\n dayname({{ date }})\n {%- endif -%}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.204394, "supported_languages": null}, "macro.dbt_date.spark__day_name": {"name": "spark__day_name", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/day_name.sql", "original_file_path": "macros/calendar_date/day_name.sql", "unique_id": "macro.dbt_date.spark__day_name", "macro_sql": "\n\n{%- macro spark__day_name(date, short) -%}\n{%- set f = 'E' if short else 'EEEE' -%}\n date_format({{ date }}, '{{ f }}')\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.204573, "supported_languages": null}, "macro.dbt_date.trino__day_name": {"name": "trino__day_name", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/day_name.sql", "original_file_path": "macros/calendar_date/day_name.sql", "unique_id": "macro.dbt_date.trino__day_name", "macro_sql": "\n\n{%- macro trino__day_name(date, short) -%}\n{%- set f = 'a' if short else 'W' -%}\n date_format({{ date }}, '%{{ f }}')\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.204757, "supported_languages": null}, "macro.dbt_date.to_unixtimestamp": {"name": "to_unixtimestamp", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/to_unixtimestamp.sql", "original_file_path": "macros/calendar_date/to_unixtimestamp.sql", "unique_id": "macro.dbt_date.to_unixtimestamp", "macro_sql": "{%- macro to_unixtimestamp(timestamp) -%}\n {{ adapter.dispatch('to_unixtimestamp', 'dbt_date') (timestamp) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_date.default__to_unixtimestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.2051399, "supported_languages": null}, "macro.dbt_date.default__to_unixtimestamp": {"name": "default__to_unixtimestamp", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/to_unixtimestamp.sql", "original_file_path": "macros/calendar_date/to_unixtimestamp.sql", "unique_id": "macro.dbt_date.default__to_unixtimestamp", "macro_sql": "\n\n{%- macro default__to_unixtimestamp(timestamp) -%}\n {{ dbt_date.date_part('epoch', timestamp) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_date.date_part"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.205269, "supported_languages": null}, "macro.dbt_date.snowflake__to_unixtimestamp": {"name": "snowflake__to_unixtimestamp", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/to_unixtimestamp.sql", "original_file_path": "macros/calendar_date/to_unixtimestamp.sql", "unique_id": "macro.dbt_date.snowflake__to_unixtimestamp", "macro_sql": "\n\n{%- macro snowflake__to_unixtimestamp(timestamp) -%}\n {{ dbt_date.date_part('epoch_seconds', timestamp) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_date.date_part"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.2054012, "supported_languages": null}, "macro.dbt_date.bigquery__to_unixtimestamp": {"name": "bigquery__to_unixtimestamp", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/to_unixtimestamp.sql", "original_file_path": "macros/calendar_date/to_unixtimestamp.sql", "unique_id": "macro.dbt_date.bigquery__to_unixtimestamp", "macro_sql": "\n\n{%- macro bigquery__to_unixtimestamp(timestamp) -%}\n unix_seconds({{ timestamp }})\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.205499, "supported_languages": null}, "macro.dbt_date.spark__to_unixtimestamp": {"name": "spark__to_unixtimestamp", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/to_unixtimestamp.sql", "original_file_path": "macros/calendar_date/to_unixtimestamp.sql", "unique_id": "macro.dbt_date.spark__to_unixtimestamp", "macro_sql": "\n\n{%- macro spark__to_unixtimestamp(timestamp) -%}\n unix_timestamp({{ timestamp }})\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.205594, "supported_languages": null}, "macro.dbt_date.trino__to_unixtimestamp": {"name": "trino__to_unixtimestamp", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/to_unixtimestamp.sql", "original_file_path": "macros/calendar_date/to_unixtimestamp.sql", "unique_id": "macro.dbt_date.trino__to_unixtimestamp", "macro_sql": "\n\n{%- macro trino__to_unixtimestamp(timestamp) -%}\n to_unixtime({{ timestamp }} AT TIME ZONE 'UTC')\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.205685, "supported_languages": null}, "macro.dbt_date.n_days_away": {"name": "n_days_away", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/n_days_away.sql", "original_file_path": "macros/calendar_date/n_days_away.sql", "unique_id": "macro.dbt_date.n_days_away", "macro_sql": "{%- macro n_days_away(n, date=None, tz=None) -%}\n{{ dbt_date.n_days_ago(-1 * n, date, tz) }}\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt_date.n_days_ago"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.205912, "supported_languages": null}, "macro.dbt_date.week_start": {"name": "week_start", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/week_start.sql", "original_file_path": "macros/calendar_date/week_start.sql", "unique_id": "macro.dbt_date.week_start", "macro_sql": "{%- macro week_start(date=None, tz=None) -%}\n{%-set dt = date if date else dbt_date.today(tz) -%}\n{{ adapter.dispatch('week_start', 'dbt_date') (dt) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_date.today", "macro.dbt_date.postgres__week_start"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.206362, "supported_languages": null}, "macro.dbt_date.default__week_start": {"name": "default__week_start", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/week_start.sql", "original_file_path": "macros/calendar_date/week_start.sql", "unique_id": "macro.dbt_date.default__week_start", "macro_sql": "{%- macro default__week_start(date) -%}\ncast({{ dbt.date_trunc('week', date) }} as date)\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.date_trunc"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.206563, "supported_languages": null}, "macro.dbt_date.snowflake__week_start": {"name": "snowflake__week_start", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/week_start.sql", "original_file_path": "macros/calendar_date/week_start.sql", "unique_id": "macro.dbt_date.snowflake__week_start", "macro_sql": "\n\n{%- macro snowflake__week_start(date) -%}\n {#\n Get the day of week offset: e.g. if the date is a Sunday,\n dbt_date.day_of_week returns 1, so we subtract 1 to get a 0 offset\n #}\n {% set off_set = dbt_date.day_of_week(date, isoweek=False) ~ \" - 1\" %}\n cast({{ dbt.dateadd(\"day\", \"-1 * (\" ~ off_set ~ \")\", date) }} as date)\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_date.day_of_week", "macro.dbt.dateadd"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.206836, "supported_languages": null}, "macro.dbt_date.postgres__week_start": {"name": "postgres__week_start", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/week_start.sql", "original_file_path": "macros/calendar_date/week_start.sql", "unique_id": "macro.dbt_date.postgres__week_start", "macro_sql": "\n\n{%- macro postgres__week_start(date) -%}\n-- Sunday as week start date\ncast({{ dbt.dateadd('day', -1, dbt.date_trunc('week', dbt.dateadd('day', 1, date))) }} as date)\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.dateadd", "macro.dbt.date_trunc"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.207073, "supported_languages": null}, "macro.dbt_date.duckdb__week_start": {"name": "duckdb__week_start", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/week_start.sql", "original_file_path": "macros/calendar_date/week_start.sql", "unique_id": "macro.dbt_date.duckdb__week_start", "macro_sql": "\n\n{%- macro duckdb__week_start(date) -%}\n{{ return(dbt_date.postgres__week_start(date)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_date.postgres__week_start"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.207207, "supported_languages": null}, "macro.dbt_date.iso_week_start": {"name": "iso_week_start", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/iso_week_start.sql", "original_file_path": "macros/calendar_date/iso_week_start.sql", "unique_id": "macro.dbt_date.iso_week_start", "macro_sql": "{%- macro iso_week_start(date=None, tz=None) -%}\n{%-set dt = date if date else dbt_date.today(tz) -%}\n{{ adapter.dispatch('iso_week_start', 'dbt_date') (dt) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_date.today", "macro.dbt_date.postgres__iso_week_start"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.207813, "supported_languages": null}, "macro.dbt_date._iso_week_start": {"name": "_iso_week_start", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/iso_week_start.sql", "original_file_path": "macros/calendar_date/iso_week_start.sql", "unique_id": "macro.dbt_date._iso_week_start", "macro_sql": "{%- macro _iso_week_start(date, week_type) -%}\ncast({{ dbt.date_trunc(week_type, date) }} as date)\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.date_trunc"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.207959, "supported_languages": null}, "macro.dbt_date.default__iso_week_start": {"name": "default__iso_week_start", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/iso_week_start.sql", "original_file_path": "macros/calendar_date/iso_week_start.sql", "unique_id": "macro.dbt_date.default__iso_week_start", "macro_sql": "\n\n{%- macro default__iso_week_start(date) -%}\n{{ dbt_date._iso_week_start(date, 'isoweek') }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_date._iso_week_start"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.208085, "supported_languages": null}, "macro.dbt_date.snowflake__iso_week_start": {"name": "snowflake__iso_week_start", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/iso_week_start.sql", "original_file_path": "macros/calendar_date/iso_week_start.sql", "unique_id": "macro.dbt_date.snowflake__iso_week_start", "macro_sql": "\n\n{%- macro snowflake__iso_week_start(date) -%}\n{{ dbt_date._iso_week_start(date, 'week') }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_date._iso_week_start"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.2082071, "supported_languages": null}, "macro.dbt_date.postgres__iso_week_start": {"name": "postgres__iso_week_start", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/iso_week_start.sql", "original_file_path": "macros/calendar_date/iso_week_start.sql", "unique_id": "macro.dbt_date.postgres__iso_week_start", "macro_sql": "\n\n{%- macro postgres__iso_week_start(date) -%}\n{{ dbt_date._iso_week_start(date, 'week') }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_date._iso_week_start"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.208332, "supported_languages": null}, "macro.dbt_date.duckdb__iso_week_start": {"name": "duckdb__iso_week_start", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/iso_week_start.sql", "original_file_path": "macros/calendar_date/iso_week_start.sql", "unique_id": "macro.dbt_date.duckdb__iso_week_start", "macro_sql": "\n\n{%- macro duckdb__iso_week_start(date) -%}\n{{ return(dbt_date.postgres__iso_week_start(date)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_date.postgres__iso_week_start"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.20846, "supported_languages": null}, "macro.dbt_date.spark__iso_week_start": {"name": "spark__iso_week_start", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/iso_week_start.sql", "original_file_path": "macros/calendar_date/iso_week_start.sql", "unique_id": "macro.dbt_date.spark__iso_week_start", "macro_sql": "\n\n{%- macro spark__iso_week_start(date) -%}\n{{ dbt_date._iso_week_start(date, 'week') }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_date._iso_week_start"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.208585, "supported_languages": null}, "macro.dbt_date.trino__iso_week_start": {"name": "trino__iso_week_start", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/iso_week_start.sql", "original_file_path": "macros/calendar_date/iso_week_start.sql", "unique_id": "macro.dbt_date.trino__iso_week_start", "macro_sql": "\n\n{%- macro trino__iso_week_start(date) -%}\n{{ dbt_date._iso_week_start(date, 'week') }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_date._iso_week_start"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.20871, "supported_languages": null}, "macro.dbt_date.n_days_ago": {"name": "n_days_ago", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/n_days_ago.sql", "original_file_path": "macros/calendar_date/n_days_ago.sql", "unique_id": "macro.dbt_date.n_days_ago", "macro_sql": "{%- macro n_days_ago(n, date=None, tz=None) -%}\n{%-set dt = date if date else dbt_date.today(tz) -%}\n{%- set n = n|int -%}\ncast({{ dbt.dateadd('day', -1 * n, dt) }} as date)\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt_date.today", "macro.dbt.dateadd"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.2090828, "supported_languages": null}, "macro.dbt_date.last_week": {"name": "last_week", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/last_week.sql", "original_file_path": "macros/calendar_date/last_week.sql", "unique_id": "macro.dbt_date.last_week", "macro_sql": "{%- macro last_week(tz=None) -%}\n{{ dbt_date.n_weeks_ago(1, tz) }}\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt_date.n_weeks_ago"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.2092538, "supported_languages": null}, "macro.dbt_date.now": {"name": "now", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/now.sql", "original_file_path": "macros/calendar_date/now.sql", "unique_id": "macro.dbt_date.now", "macro_sql": "{%- macro now(tz=None) -%}\n{{ dbt_date.convert_timezone(dbt.current_timestamp(), tz) }}\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt_date.convert_timezone", "macro.dbt.current_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.20944, "supported_languages": null}, "macro.dbt_date.periods_since": {"name": "periods_since", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/periods_since.sql", "original_file_path": "macros/calendar_date/periods_since.sql", "unique_id": "macro.dbt_date.periods_since", "macro_sql": "{%- macro periods_since(date_col, period_name='day', tz=None) -%}\n{{ dbt.datediff(date_col, dbt_date.now(tz), period_name) }}\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt.datediff", "macro.dbt_date.now"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.2096798, "supported_languages": null}, "macro.dbt_date.today": {"name": "today", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/today.sql", "original_file_path": "macros/calendar_date/today.sql", "unique_id": "macro.dbt_date.today", "macro_sql": "{%- macro today(tz=None) -%}\ncast({{ dbt_date.now(tz) }} as date)\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt_date.now"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.20984, "supported_languages": null}, "macro.dbt_date.last_month": {"name": "last_month", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/last_month.sql", "original_file_path": "macros/calendar_date/last_month.sql", "unique_id": "macro.dbt_date.last_month", "macro_sql": "{%- macro last_month(tz=None) -%}\n{{ dbt_date.n_months_ago(1, tz) }}\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt_date.n_months_ago"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.210019, "supported_languages": null}, "macro.dbt_date.day_of_year": {"name": "day_of_year", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/day_of_year.sql", "original_file_path": "macros/calendar_date/day_of_year.sql", "unique_id": "macro.dbt_date.day_of_year", "macro_sql": "{%- macro day_of_year(date) -%}\n{{ adapter.dispatch('day_of_year', 'dbt_date') (date) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_date.postgres__day_of_year"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.210391, "supported_languages": null}, "macro.dbt_date.default__day_of_year": {"name": "default__day_of_year", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/day_of_year.sql", "original_file_path": "macros/calendar_date/day_of_year.sql", "unique_id": "macro.dbt_date.default__day_of_year", "macro_sql": "\n\n{%- macro default__day_of_year(date) -%}\n {{ dbt_date.date_part('dayofyear', date) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_date.date_part"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.2105181, "supported_languages": null}, "macro.dbt_date.postgres__day_of_year": {"name": "postgres__day_of_year", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/day_of_year.sql", "original_file_path": "macros/calendar_date/day_of_year.sql", "unique_id": "macro.dbt_date.postgres__day_of_year", "macro_sql": "\n\n{%- macro postgres__day_of_year(date) -%}\n {{ dbt_date.date_part('doy', date) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_date.date_part"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.210882, "supported_languages": null}, "macro.dbt_date.redshift__day_of_year": {"name": "redshift__day_of_year", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/day_of_year.sql", "original_file_path": "macros/calendar_date/day_of_year.sql", "unique_id": "macro.dbt_date.redshift__day_of_year", "macro_sql": "\n\n{%- macro redshift__day_of_year(date) -%}\n cast({{ dbt_date.date_part('dayofyear', date) }} as {{ dbt.type_bigint() }})\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_date.date_part", "macro.dbt.type_bigint"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.2110488, "supported_languages": null}, "macro.dbt_date.spark__day_of_year": {"name": "spark__day_of_year", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/day_of_year.sql", "original_file_path": "macros/calendar_date/day_of_year.sql", "unique_id": "macro.dbt_date.spark__day_of_year", "macro_sql": "\n\n{%- macro spark__day_of_year(date) -%}\n dayofyear({{ date }})\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.211144, "supported_languages": null}, "macro.dbt_date.trino__day_of_year": {"name": "trino__day_of_year", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/day_of_year.sql", "original_file_path": "macros/calendar_date/day_of_year.sql", "unique_id": "macro.dbt_date.trino__day_of_year", "macro_sql": "\n\n{%- macro trino__day_of_year(date) -%}\n {{ dbt_date.date_part('day_of_year', date) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_date.date_part"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.2112682, "supported_languages": null}, "macro.dbt_date.round_timestamp": {"name": "round_timestamp", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/round_timestamp.sql", "original_file_path": "macros/calendar_date/round_timestamp.sql", "unique_id": "macro.dbt_date.round_timestamp", "macro_sql": "{% macro round_timestamp(timestamp) %}\n {{ dbt.date_trunc(\"day\", dbt.dateadd(\"hour\", 12, timestamp)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.date_trunc", "macro.dbt.dateadd"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.211487, "supported_languages": null}, "macro.dbt_date.from_unixtimestamp": {"name": "from_unixtimestamp", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/from_unixtimestamp.sql", "original_file_path": "macros/calendar_date/from_unixtimestamp.sql", "unique_id": "macro.dbt_date.from_unixtimestamp", "macro_sql": "{%- macro from_unixtimestamp(epochs, format=\"seconds\") -%}\n {{ adapter.dispatch('from_unixtimestamp', 'dbt_date') (epochs, format) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_date.postgres__from_unixtimestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.2133582, "supported_languages": null}, "macro.dbt_date.default__from_unixtimestamp": {"name": "default__from_unixtimestamp", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/from_unixtimestamp.sql", "original_file_path": "macros/calendar_date/from_unixtimestamp.sql", "unique_id": "macro.dbt_date.default__from_unixtimestamp", "macro_sql": "\n\n{%- macro default__from_unixtimestamp(epochs, format=\"seconds\") -%}\n {%- if format != \"seconds\" -%}\n {{ exceptions.raise_compiler_error(\n \"value \" ~ format ~ \" for `format` for from_unixtimestamp is not supported.\"\n )\n }}\n {% endif -%}\n to_timestamp({{ epochs }})\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.213593, "supported_languages": null}, "macro.dbt_date.postgres__from_unixtimestamp": {"name": "postgres__from_unixtimestamp", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/from_unixtimestamp.sql", "original_file_path": "macros/calendar_date/from_unixtimestamp.sql", "unique_id": "macro.dbt_date.postgres__from_unixtimestamp", "macro_sql": "\n\n{%- macro postgres__from_unixtimestamp(epochs, format=\"seconds\") -%}\n {%- if format != \"seconds\" -%}\n {{ exceptions.raise_compiler_error(\n \"value \" ~ format ~ \" for `format` for from_unixtimestamp is not supported.\"\n )\n }}\n {% endif -%}\n cast(to_timestamp({{ epochs }}) at time zone 'UTC' as timestamp)\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.213826, "supported_languages": null}, "macro.dbt_date.snowflake__from_unixtimestamp": {"name": "snowflake__from_unixtimestamp", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/from_unixtimestamp.sql", "original_file_path": "macros/calendar_date/from_unixtimestamp.sql", "unique_id": "macro.dbt_date.snowflake__from_unixtimestamp", "macro_sql": "\n\n{%- macro snowflake__from_unixtimestamp(epochs, format) -%}\n {%- if format == \"seconds\" -%}\n {%- set scale = 0 -%}\n {%- elif format == \"milliseconds\" -%}\n {%- set scale = 3 -%}\n {%- elif format == \"microseconds\" -%}\n {%- set scale = 6 -%}\n {%- else -%}\n {{ exceptions.raise_compiler_error(\n \"value \" ~ format ~ \" for `format` for from_unixtimestamp is not supported.\"\n )\n }}\n {% endif -%}\n to_timestamp_ntz({{ epochs }}, {{ scale }})\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.2142441, "supported_languages": null}, "macro.dbt_date.bigquery__from_unixtimestamp": {"name": "bigquery__from_unixtimestamp", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/from_unixtimestamp.sql", "original_file_path": "macros/calendar_date/from_unixtimestamp.sql", "unique_id": "macro.dbt_date.bigquery__from_unixtimestamp", "macro_sql": "\n\n{%- macro bigquery__from_unixtimestamp(epochs, format) -%}\n {%- if format == \"seconds\" -%}\n timestamp_seconds({{ epochs }})\n {%- elif format == \"milliseconds\" -%}\n timestamp_millis({{ epochs }})\n {%- elif format == \"microseconds\" -%}\n timestamp_micros({{ epochs }})\n {%- else -%}\n {{ exceptions.raise_compiler_error(\n \"value \" ~ format ~ \" for `format` for from_unixtimestamp is not supported.\"\n )\n }}\n {% endif -%}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.214599, "supported_languages": null}, "macro.dbt_date.trino__from_unixtimestamp": {"name": "trino__from_unixtimestamp", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/from_unixtimestamp.sql", "original_file_path": "macros/calendar_date/from_unixtimestamp.sql", "unique_id": "macro.dbt_date.trino__from_unixtimestamp", "macro_sql": "\n\n{%- macro trino__from_unixtimestamp(epochs, format) -%}\n {%- if format == \"seconds\" -%}\n cast(from_unixtime({{ epochs }}) AT TIME ZONE 'UTC' as {{ dbt.type_timestamp() }})\n {%- elif format == \"milliseconds\" -%}\n cast(from_unixtime_nanos({{ epochs }} * pow(10, 6)) AT TIME ZONE 'UTC' as {{ dbt.type_timestamp() }})\n {%- elif format == \"microseconds\" -%}\n cast(from_unixtime_nanos({{ epochs }} * pow(10, 3)) AT TIME ZONE 'UTC' as {{ dbt.type_timestamp() }})\n {%- elif format == \"nanoseconds\" -%}\n cast(from_unixtime_nanos({{ epochs }}) AT TIME ZONE 'UTC' as {{ dbt.type_timestamp() }})\n {%- else -%}\n {{ exceptions.raise_compiler_error(\n \"value \" ~ format ~ \" for `format` for from_unixtimestamp is not supported.\"\n )\n }}\n {% endif -%}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.type_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.2151418, "supported_languages": null}, "macro.dbt_date.n_months_ago": {"name": "n_months_ago", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/n_months_ago.sql", "original_file_path": "macros/calendar_date/n_months_ago.sql", "unique_id": "macro.dbt_date.n_months_ago", "macro_sql": "{%- macro n_months_ago(n, tz=None) -%}\n{%- set n = n|int -%}\n{{ dbt.date_trunc('month',\n dbt.dateadd('month', -1 * n,\n dbt_date.today(tz)\n )\n ) }}\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt.date_trunc", "macro.dbt.dateadd", "macro.dbt_date.today"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.2154748, "supported_languages": null}, "macro.dbt_date.date_part": {"name": "date_part", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/date_part.sql", "original_file_path": "macros/calendar_date/date_part.sql", "unique_id": "macro.dbt_date.date_part", "macro_sql": "{% macro date_part(datepart, date) -%}\n {{ adapter.dispatch('date_part', 'dbt_date') (datepart, date) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_date.default__date_part"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.215793, "supported_languages": null}, "macro.dbt_date.default__date_part": {"name": "default__date_part", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/date_part.sql", "original_file_path": "macros/calendar_date/date_part.sql", "unique_id": "macro.dbt_date.default__date_part", "macro_sql": "{% macro default__date_part(datepart, date) -%}\n date_part('{{ datepart }}', {{ date }})\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.215916, "supported_languages": null}, "macro.dbt_date.bigquery__date_part": {"name": "bigquery__date_part", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/date_part.sql", "original_file_path": "macros/calendar_date/date_part.sql", "unique_id": "macro.dbt_date.bigquery__date_part", "macro_sql": "{% macro bigquery__date_part(datepart, date) -%}\n extract({{ datepart }} from {{ date }})\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.2160351, "supported_languages": null}, "macro.dbt_date.trino__date_part": {"name": "trino__date_part", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/date_part.sql", "original_file_path": "macros/calendar_date/date_part.sql", "unique_id": "macro.dbt_date.trino__date_part", "macro_sql": "{% macro trino__date_part(datepart, date) -%}\n extract({{ datepart }} from {{ date }})\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.216151, "supported_languages": null}, "macro.dbt_date.n_weeks_away": {"name": "n_weeks_away", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/n_weeks_away.sql", "original_file_path": "macros/calendar_date/n_weeks_away.sql", "unique_id": "macro.dbt_date.n_weeks_away", "macro_sql": "{%- macro n_weeks_away(n, tz=None) -%}\n{%- set n = n|int -%}\n{{ dbt.date_trunc('week',\n dbt.dateadd('week', n,\n dbt_date.today(tz)\n )\n ) }}\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt.date_trunc", "macro.dbt.dateadd", "macro.dbt_date.today"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.2164638, "supported_languages": null}, "macro.dbt_date.day_of_month": {"name": "day_of_month", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/day_of_month.sql", "original_file_path": "macros/calendar_date/day_of_month.sql", "unique_id": "macro.dbt_date.day_of_month", "macro_sql": "{%- macro day_of_month(date) -%}\n{{ dbt_date.date_part('day', date) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_date.date_part"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.216657, "supported_languages": null}, "macro.dbt_date.redshift__day_of_month": {"name": "redshift__day_of_month", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/day_of_month.sql", "original_file_path": "macros/calendar_date/day_of_month.sql", "unique_id": "macro.dbt_date.redshift__day_of_month", "macro_sql": "\n\n{%- macro redshift__day_of_month(date) -%}\ncast({{ dbt_date.date_part('day', date) }} as {{ dbt.type_bigint() }})\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_date.date_part", "macro.dbt.type_bigint"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.216825, "supported_languages": null}, "macro.dbt_date.yesterday": {"name": "yesterday", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/yesterday.sql", "original_file_path": "macros/calendar_date/yesterday.sql", "unique_id": "macro.dbt_date.yesterday", "macro_sql": "{%- macro yesterday(date=None, tz=None) -%}\n{{ dbt_date.n_days_ago(1, date, tz) }}\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt_date.n_days_ago"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.217029, "supported_languages": null}, "macro.dbt_date.day_of_week": {"name": "day_of_week", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/day_of_week.sql", "original_file_path": "macros/calendar_date/day_of_week.sql", "unique_id": "macro.dbt_date.day_of_week", "macro_sql": "{%- macro day_of_week(date, isoweek=true) -%}\n{{ adapter.dispatch('day_of_week', 'dbt_date') (date, isoweek) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_date.postgres__day_of_week"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.219411, "supported_languages": null}, "macro.dbt_date.default__day_of_week": {"name": "default__day_of_week", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/day_of_week.sql", "original_file_path": "macros/calendar_date/day_of_week.sql", "unique_id": "macro.dbt_date.default__day_of_week", "macro_sql": "\n\n{%- macro default__day_of_week(date, isoweek) -%}\n\n {%- set dow = dbt_date.date_part('dayofweek', date) -%}\n\n {%- if isoweek -%}\n case\n -- Shift start of week from Sunday (0) to Monday (1)\n when {{ dow }} = 0 then 7\n else {{ dow }}\n end\n {%- else -%}\n {{ dow }} + 1\n {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_date.date_part"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.219674, "supported_languages": null}, "macro.dbt_date.snowflake__day_of_week": {"name": "snowflake__day_of_week", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/day_of_week.sql", "original_file_path": "macros/calendar_date/day_of_week.sql", "unique_id": "macro.dbt_date.snowflake__day_of_week", "macro_sql": "\n\n{%- macro snowflake__day_of_week(date, isoweek) -%}\n\n {%- if isoweek -%}\n {%- set dow_part = 'dayofweekiso' -%}\n {{ dbt_date.date_part(dow_part, date) }}\n {%- else -%}\n {%- set dow_part = 'dayofweek' -%}\n case\n when {{ dbt_date.date_part(dow_part, date) }} = 7 then 1\n else {{ dbt_date.date_part(dow_part, date) }} + 1\n end\n {%- endif -%}\n\n\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_date.date_part"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.220106, "supported_languages": null}, "macro.dbt_date.bigquery__day_of_week": {"name": "bigquery__day_of_week", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/day_of_week.sql", "original_file_path": "macros/calendar_date/day_of_week.sql", "unique_id": "macro.dbt_date.bigquery__day_of_week", "macro_sql": "\n\n{%- macro bigquery__day_of_week(date, isoweek) -%}\n\n {%- set dow = dbt_date.date_part('dayofweek', date) -%}\n\n {%- if isoweek -%}\n case\n -- Shift start of week from Sunday (1) to Monday (2)\n when {{ dow }} = 1 then 7\n else {{ dow }} - 1\n end\n {%- else -%}\n {{ dow }}\n {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_date.date_part"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.220397, "supported_languages": null}, "macro.dbt_date.postgres__day_of_week": {"name": "postgres__day_of_week", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/day_of_week.sql", "original_file_path": "macros/calendar_date/day_of_week.sql", "unique_id": "macro.dbt_date.postgres__day_of_week", "macro_sql": "\n\n\n{%- macro postgres__day_of_week(date, isoweek) -%}\n\n {%- if isoweek -%}\n {%- set dow_part = 'isodow' -%}\n -- Monday(1) to Sunday (7)\n cast({{ dbt_date.date_part(dow_part, date) }} as {{ dbt.type_int() }})\n {%- else -%}\n {%- set dow_part = 'dow' -%}\n -- Sunday(1) to Saturday (7)\n cast({{ dbt_date.date_part(dow_part, date) }} + 1 as {{ dbt.type_int() }})\n {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_date.date_part", "macro.dbt.type_int"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.220801, "supported_languages": null}, "macro.dbt_date.redshift__day_of_week": {"name": "redshift__day_of_week", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/day_of_week.sql", "original_file_path": "macros/calendar_date/day_of_week.sql", "unique_id": "macro.dbt_date.redshift__day_of_week", "macro_sql": "\n\n\n{%- macro redshift__day_of_week(date, isoweek) -%}\n\n {%- set dow = dbt_date.date_part('dayofweek', date) -%}\n\n {%- if isoweek -%}\n case\n -- Shift start of week from Sunday (0) to Monday (1)\n when {{ dow }} = 0 then 7\n else cast({{ dow }} as {{ dbt.type_bigint() }})\n end\n {%- else -%}\n cast({{ dow }} + 1 as {{ dbt.type_bigint() }})\n {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_date.date_part", "macro.dbt.type_bigint"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.2211468, "supported_languages": null}, "macro.dbt_date.duckdb__day_of_week": {"name": "duckdb__day_of_week", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/day_of_week.sql", "original_file_path": "macros/calendar_date/day_of_week.sql", "unique_id": "macro.dbt_date.duckdb__day_of_week", "macro_sql": "\n\n{%- macro duckdb__day_of_week(date, isoweek) -%}\n{{ return(dbt_date.postgres__day_of_week(date, isoweek)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_date.postgres__day_of_week"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.221311, "supported_languages": null}, "macro.dbt_date.spark__day_of_week": {"name": "spark__day_of_week", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/day_of_week.sql", "original_file_path": "macros/calendar_date/day_of_week.sql", "unique_id": "macro.dbt_date.spark__day_of_week", "macro_sql": "\n\n\n{%- macro spark__day_of_week(date, isoweek) -%}\n\n {%- set dow = \"dayofweek_iso\" if isoweek else \"dayofweek\" -%}\n\n {{ dbt_date.date_part(dow, date) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_date.date_part"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.221513, "supported_languages": null}, "macro.dbt_date.trino__day_of_week": {"name": "trino__day_of_week", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/day_of_week.sql", "original_file_path": "macros/calendar_date/day_of_week.sql", "unique_id": "macro.dbt_date.trino__day_of_week", "macro_sql": "\n\n\n{%- macro trino__day_of_week(date, isoweek) -%}\n\n {%- set dow = dbt_date.date_part('day_of_week', date) -%}\n\n {%- if isoweek -%}\n {{ dow }}\n {%- else -%}\n case\n when {{ dow }} = 7 then 1\n else {{ dow }} + 1\n end\n {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_date.date_part"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.221911, "supported_languages": null}, "macro.dbt_date.iso_week_end": {"name": "iso_week_end", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/iso_week_end.sql", "original_file_path": "macros/calendar_date/iso_week_end.sql", "unique_id": "macro.dbt_date.iso_week_end", "macro_sql": "{%- macro iso_week_end(date=None, tz=None) -%}\n{%-set dt = date if date else dbt_date.today(tz) -%}\n{{ adapter.dispatch('iso_week_end', 'dbt_date') (dt) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_date.today", "macro.dbt_date.default__iso_week_end"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.2223969, "supported_languages": null}, "macro.dbt_date._iso_week_end": {"name": "_iso_week_end", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/iso_week_end.sql", "original_file_path": "macros/calendar_date/iso_week_end.sql", "unique_id": "macro.dbt_date._iso_week_end", "macro_sql": "{%- macro _iso_week_end(date, week_type) -%}\n{%- set dt = dbt_date.iso_week_start(date) -%}\n{{ dbt_date.n_days_away(6, dt) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_date.iso_week_start", "macro.dbt_date.n_days_away"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.222601, "supported_languages": null}, "macro.dbt_date.default__iso_week_end": {"name": "default__iso_week_end", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/iso_week_end.sql", "original_file_path": "macros/calendar_date/iso_week_end.sql", "unique_id": "macro.dbt_date.default__iso_week_end", "macro_sql": "\n\n{%- macro default__iso_week_end(date) -%}\n{{ dbt_date._iso_week_end(date, 'isoweek') }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_date._iso_week_end"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.2227368, "supported_languages": null}, "macro.dbt_date.snowflake__iso_week_end": {"name": "snowflake__iso_week_end", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/iso_week_end.sql", "original_file_path": "macros/calendar_date/iso_week_end.sql", "unique_id": "macro.dbt_date.snowflake__iso_week_end", "macro_sql": "\n\n{%- macro snowflake__iso_week_end(date) -%}\n{{ dbt_date._iso_week_end(date, 'weekiso') }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_date._iso_week_end"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.2228658, "supported_languages": null}, "macro.dbt_date.n_weeks_ago": {"name": "n_weeks_ago", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/n_weeks_ago.sql", "original_file_path": "macros/calendar_date/n_weeks_ago.sql", "unique_id": "macro.dbt_date.n_weeks_ago", "macro_sql": "{%- macro n_weeks_ago(n, tz=None) -%}\n{%- set n = n|int -%}\n{{ dbt.date_trunc('week',\n dbt.dateadd('week', -1 * n,\n dbt_date.today(tz)\n )\n ) }}\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt.date_trunc", "macro.dbt.dateadd", "macro.dbt_date.today"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.223213, "supported_languages": null}, "macro.dbt_date.month_name": {"name": "month_name", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/month_name.sql", "original_file_path": "macros/calendar_date/month_name.sql", "unique_id": "macro.dbt_date.month_name", "macro_sql": "{%- macro month_name(date, short=True) -%}\n {{ adapter.dispatch('month_name', 'dbt_date') (date, short) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_date.postgres__month_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.223841, "supported_languages": null}, "macro.dbt_date.default__month_name": {"name": "default__month_name", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/month_name.sql", "original_file_path": "macros/calendar_date/month_name.sql", "unique_id": "macro.dbt_date.default__month_name", "macro_sql": "\n\n{%- macro default__month_name(date, short) -%}\n{%- set f = 'MON' if short else 'MONTH' -%}\n to_char({{ date }}, '{{ f }}')\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.224031, "supported_languages": null}, "macro.dbt_date.bigquery__month_name": {"name": "bigquery__month_name", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/month_name.sql", "original_file_path": "macros/calendar_date/month_name.sql", "unique_id": "macro.dbt_date.bigquery__month_name", "macro_sql": "\n\n{%- macro bigquery__month_name(date, short) -%}\n{%- set f = '%b' if short else '%B' -%}\n format_date('{{ f }}', cast({{ date }} as date))\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.2242181, "supported_languages": null}, "macro.dbt_date.snowflake__month_name": {"name": "snowflake__month_name", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/month_name.sql", "original_file_path": "macros/calendar_date/month_name.sql", "unique_id": "macro.dbt_date.snowflake__month_name", "macro_sql": "\n\n{%- macro snowflake__month_name(date, short) -%}\n{%- set f = 'MON' if short else 'MMMM' -%}\n to_char({{ date }}, '{{ f }}')\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.224394, "supported_languages": null}, "macro.dbt_date.postgres__month_name": {"name": "postgres__month_name", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/month_name.sql", "original_file_path": "macros/calendar_date/month_name.sql", "unique_id": "macro.dbt_date.postgres__month_name", "macro_sql": "\n\n{%- macro postgres__month_name(date, short) -%}\n{# FM = Fill mode, which suppresses padding blanks #}\n{%- set f = 'FMMon' if short else 'FMMonth' -%}\n to_char({{ date }}, '{{ f }}')\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.224585, "supported_languages": null}, "macro.dbt_date.duckdb__month_name": {"name": "duckdb__month_name", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/month_name.sql", "original_file_path": "macros/calendar_date/month_name.sql", "unique_id": "macro.dbt_date.duckdb__month_name", "macro_sql": "\n\n\n{%- macro duckdb__month_name(date, short) -%}\n {%- if short -%}\n substr(monthname({{ date }}), 1, 3)\n {%- else -%}\n monthname({{ date }})\n {%- endif -%}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.22485, "supported_languages": null}, "macro.dbt_date.spark__month_name": {"name": "spark__month_name", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/month_name.sql", "original_file_path": "macros/calendar_date/month_name.sql", "unique_id": "macro.dbt_date.spark__month_name", "macro_sql": "\n\n{%- macro spark__month_name(date, short) -%}\n{%- set f = 'LLL' if short else 'LLLL' -%}\n date_format({{ date }}, '{{ f }}')\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.225031, "supported_languages": null}, "macro.dbt_date.trino__month_name": {"name": "trino__month_name", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/month_name.sql", "original_file_path": "macros/calendar_date/month_name.sql", "unique_id": "macro.dbt_date.trino__month_name", "macro_sql": "\n\n{%- macro trino__month_name(date, short) -%}\n{%- set f = 'b' if short else 'M' -%}\n date_format({{ date }}, '%{{ f }}')\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.225206, "supported_languages": null}, "macro.dbt_date.last_month_name": {"name": "last_month_name", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/last_month_name.sql", "original_file_path": "macros/calendar_date/last_month_name.sql", "unique_id": "macro.dbt_date.last_month_name", "macro_sql": "{%- macro last_month_name(short=True, tz=None) -%}\n{{ dbt_date.month_name(dbt_date.last_month(tz), short=short) }}\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt_date.month_name", "macro.dbt_date.last_month"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.225431, "supported_languages": null}, "macro.dbt_date.week_of_year": {"name": "week_of_year", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/week_of_year.sql", "original_file_path": "macros/calendar_date/week_of_year.sql", "unique_id": "macro.dbt_date.week_of_year", "macro_sql": "{%- macro week_of_year(date=None, tz=None) -%}\n{%-set dt = date if date else dbt_date.today(tz) -%}\n{{ adapter.dispatch('week_of_year', 'dbt_date') (dt) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_date.today", "macro.dbt_date.postgres__week_of_year"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.225934, "supported_languages": null}, "macro.dbt_date.default__week_of_year": {"name": "default__week_of_year", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/week_of_year.sql", "original_file_path": "macros/calendar_date/week_of_year.sql", "unique_id": "macro.dbt_date.default__week_of_year", "macro_sql": "{%- macro default__week_of_year(date) -%}\ncast({{ dbt_date.date_part('week', date) }} as {{ dbt.type_int() }})\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_date.date_part", "macro.dbt.type_int"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.226111, "supported_languages": null}, "macro.dbt_date.postgres__week_of_year": {"name": "postgres__week_of_year", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/week_of_year.sql", "original_file_path": "macros/calendar_date/week_of_year.sql", "unique_id": "macro.dbt_date.postgres__week_of_year", "macro_sql": "\n\n{%- macro postgres__week_of_year(date) -%}\n{# postgresql 'week' returns isoweek. Use to_char instead.\n WW = the first week starts on the first day of the year #}\ncast(to_char({{ date }}, 'WW') as {{ dbt.type_int() }})\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.type_int"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.226264, "supported_languages": null}, "macro.dbt_date.duckdb__week_of_year": {"name": "duckdb__week_of_year", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/week_of_year.sql", "original_file_path": "macros/calendar_date/week_of_year.sql", "unique_id": "macro.dbt_date.duckdb__week_of_year", "macro_sql": "\n\n{%- macro duckdb__week_of_year(date) -%}\ncast(ceil(dayofyear({{ date }}) / 7) as int)\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.226358, "supported_languages": null}, "macro.dbt_date.convert_timezone": {"name": "convert_timezone", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/convert_timezone.sql", "original_file_path": "macros/calendar_date/convert_timezone.sql", "unique_id": "macro.dbt_date.convert_timezone", "macro_sql": "{%- macro convert_timezone(column, target_tz=None, source_tz=None) -%}\n{%- set source_tz = \"UTC\" if not source_tz else source_tz -%}\n{%- set target_tz = var(\"dbt_date:time_zone\") if not target_tz else target_tz -%}\n{{ adapter.dispatch('convert_timezone', 'dbt_date') (column, target_tz, source_tz) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_date.postgres__convert_timezone"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.227508, "supported_languages": null}, "macro.dbt_date.default__convert_timezone": {"name": "default__convert_timezone", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/convert_timezone.sql", "original_file_path": "macros/calendar_date/convert_timezone.sql", "unique_id": "macro.dbt_date.default__convert_timezone", "macro_sql": "{% macro default__convert_timezone(column, target_tz, source_tz) -%}\nconvert_timezone('{{ source_tz }}', '{{ target_tz }}',\n cast({{ column }} as {{ dbt.type_timestamp() }})\n)\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.type_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.227695, "supported_languages": null}, "macro.dbt_date.bigquery__convert_timezone": {"name": "bigquery__convert_timezone", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/convert_timezone.sql", "original_file_path": "macros/calendar_date/convert_timezone.sql", "unique_id": "macro.dbt_date.bigquery__convert_timezone", "macro_sql": "{%- macro bigquery__convert_timezone(column, target_tz, source_tz=None) -%}\ntimestamp(datetime({{ column }}, '{{ target_tz}}'))\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.227833, "supported_languages": null}, "macro.dbt_date.postgres__convert_timezone": {"name": "postgres__convert_timezone", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/convert_timezone.sql", "original_file_path": "macros/calendar_date/convert_timezone.sql", "unique_id": "macro.dbt_date.postgres__convert_timezone", "macro_sql": "{% macro postgres__convert_timezone(column, target_tz, source_tz) -%}\ncast(\n cast({{ column }} as {{ dbt.type_timestamp() }})\n at time zone '{{ source_tz }}' at time zone '{{ target_tz }}' as {{ dbt.type_timestamp() }}\n)\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.type_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.2280471, "supported_languages": null}, "macro.dbt_date.redshift__convert_timezone": {"name": "redshift__convert_timezone", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/convert_timezone.sql", "original_file_path": "macros/calendar_date/convert_timezone.sql", "unique_id": "macro.dbt_date.redshift__convert_timezone", "macro_sql": "{%- macro redshift__convert_timezone(column, target_tz, source_tz) -%}\n{{ return(dbt_date.default__convert_timezone(column, target_tz, source_tz)) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_date.default__convert_timezone"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.228223, "supported_languages": null}, "macro.dbt_date.duckdb__convert_timezone": {"name": "duckdb__convert_timezone", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/convert_timezone.sql", "original_file_path": "macros/calendar_date/convert_timezone.sql", "unique_id": "macro.dbt_date.duckdb__convert_timezone", "macro_sql": "{% macro duckdb__convert_timezone(column, target_tz, source_tz) -%}\n{{ return(dbt_date.postgres__convert_timezone(column, target_tz, source_tz)) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_date.postgres__convert_timezone"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.228394, "supported_languages": null}, "macro.dbt_date.spark__convert_timezone": {"name": "spark__convert_timezone", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/convert_timezone.sql", "original_file_path": "macros/calendar_date/convert_timezone.sql", "unique_id": "macro.dbt_date.spark__convert_timezone", "macro_sql": "{%- macro spark__convert_timezone(column, target_tz, source_tz) -%}\nfrom_utc_timestamp(\n to_utc_timestamp({{ column }}, '{{ source_tz }}'),\n '{{ target_tz }}'\n )\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.228544, "supported_languages": null}, "macro.dbt_date.trino__convert_timezone": {"name": "trino__convert_timezone", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/convert_timezone.sql", "original_file_path": "macros/calendar_date/convert_timezone.sql", "unique_id": "macro.dbt_date.trino__convert_timezone", "macro_sql": "{%- macro trino__convert_timezone(column, target_tz, source_tz) -%}\n cast((at_timezone(with_timezone(cast({{ column }} as {{ dbt.type_timestamp() }}), '{{ source_tz }}'), '{{ target_tz }}')) as {{ dbt.type_timestamp() }})\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt.type_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.228749, "supported_languages": null}, "macro.dbt_date.n_months_away": {"name": "n_months_away", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/n_months_away.sql", "original_file_path": "macros/calendar_date/n_months_away.sql", "unique_id": "macro.dbt_date.n_months_away", "macro_sql": "{%- macro n_months_away(n, tz=None) -%}\n{%- set n = n|int -%}\n{{ dbt.date_trunc('month',\n dbt.dateadd('month', n,\n dbt_date.today(tz)\n )\n ) }}\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt.date_trunc", "macro.dbt.dateadd", "macro.dbt_date.today"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.2290611, "supported_languages": null}, "macro.dbt_date.iso_week_of_year": {"name": "iso_week_of_year", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/iso_week_of_year.sql", "original_file_path": "macros/calendar_date/iso_week_of_year.sql", "unique_id": "macro.dbt_date.iso_week_of_year", "macro_sql": "{%- macro iso_week_of_year(date=None, tz=None) -%}\n{%-set dt = date if date else dbt_date.today(tz) -%}\n{{ adapter.dispatch('iso_week_of_year', 'dbt_date') (dt) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_date.today", "macro.dbt_date.postgres__iso_week_of_year"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.229713, "supported_languages": null}, "macro.dbt_date._iso_week_of_year": {"name": "_iso_week_of_year", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/iso_week_of_year.sql", "original_file_path": "macros/calendar_date/iso_week_of_year.sql", "unique_id": "macro.dbt_date._iso_week_of_year", "macro_sql": "{%- macro _iso_week_of_year(date, week_type) -%}\ncast({{ dbt_date.date_part(week_type, date) }} as {{ dbt.type_int() }})\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_date.date_part", "macro.dbt.type_int"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.229891, "supported_languages": null}, "macro.dbt_date.default__iso_week_of_year": {"name": "default__iso_week_of_year", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/iso_week_of_year.sql", "original_file_path": "macros/calendar_date/iso_week_of_year.sql", "unique_id": "macro.dbt_date.default__iso_week_of_year", "macro_sql": "\n\n{%- macro default__iso_week_of_year(date) -%}\n{{ dbt_date._iso_week_of_year(date, 'isoweek') }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_date._iso_week_of_year"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.230032, "supported_languages": null}, "macro.dbt_date.snowflake__iso_week_of_year": {"name": "snowflake__iso_week_of_year", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/iso_week_of_year.sql", "original_file_path": "macros/calendar_date/iso_week_of_year.sql", "unique_id": "macro.dbt_date.snowflake__iso_week_of_year", "macro_sql": "\n\n{%- macro snowflake__iso_week_of_year(date) -%}\n{{ dbt_date._iso_week_of_year(date, 'weekiso') }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_date._iso_week_of_year"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.230251, "supported_languages": null}, "macro.dbt_date.postgres__iso_week_of_year": {"name": "postgres__iso_week_of_year", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/iso_week_of_year.sql", "original_file_path": "macros/calendar_date/iso_week_of_year.sql", "unique_id": "macro.dbt_date.postgres__iso_week_of_year", "macro_sql": "\n\n{%- macro postgres__iso_week_of_year(date) -%}\n-- postgresql week is isoweek, the first week of a year containing January 4 of that year.\n{{ dbt_date._iso_week_of_year(date, 'week') }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_date._iso_week_of_year"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.2303948, "supported_languages": null}, "macro.dbt_date.duckdb__iso_week_of_year": {"name": "duckdb__iso_week_of_year", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/iso_week_of_year.sql", "original_file_path": "macros/calendar_date/iso_week_of_year.sql", "unique_id": "macro.dbt_date.duckdb__iso_week_of_year", "macro_sql": "\n\n{%- macro duckdb__iso_week_of_year(date) -%}\n{{ return(dbt_date.postgres__iso_week_of_year(date)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_date.postgres__iso_week_of_year"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.2305322, "supported_languages": null}, "macro.dbt_date.spark__iso_week_of_year": {"name": "spark__iso_week_of_year", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/iso_week_of_year.sql", "original_file_path": "macros/calendar_date/iso_week_of_year.sql", "unique_id": "macro.dbt_date.spark__iso_week_of_year", "macro_sql": "\n\n{%- macro spark__iso_week_of_year(date) -%}\n{{ dbt_date._iso_week_of_year(date, 'week') }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_date._iso_week_of_year"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.230666, "supported_languages": null}, "macro.dbt_date.trino__iso_week_of_year": {"name": "trino__iso_week_of_year", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/iso_week_of_year.sql", "original_file_path": "macros/calendar_date/iso_week_of_year.sql", "unique_id": "macro.dbt_date.trino__iso_week_of_year", "macro_sql": "\n\n{%- macro trino__iso_week_of_year(date) -%}\n{{ dbt_date._iso_week_of_year(date, 'week') }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_date._iso_week_of_year"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.230797, "supported_languages": null}, "macro.dbt_date.week_end": {"name": "week_end", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/week_end.sql", "original_file_path": "macros/calendar_date/week_end.sql", "unique_id": "macro.dbt_date.week_end", "macro_sql": "{%- macro week_end(date=None, tz=None) -%}\n{%-set dt = date if date else dbt_date.today(tz) -%}\n{{ adapter.dispatch('week_end', 'dbt_date') (dt) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_date.today", "macro.dbt_date.postgres__week_end"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.231272, "supported_languages": null}, "macro.dbt_date.default__week_end": {"name": "default__week_end", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/week_end.sql", "original_file_path": "macros/calendar_date/week_end.sql", "unique_id": "macro.dbt_date.default__week_end", "macro_sql": "{%- macro default__week_end(date) -%}\n{{ last_day(date, 'week') }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.last_day"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.231391, "supported_languages": null}, "macro.dbt_date.snowflake__week_end": {"name": "snowflake__week_end", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/week_end.sql", "original_file_path": "macros/calendar_date/week_end.sql", "unique_id": "macro.dbt_date.snowflake__week_end", "macro_sql": "\n\n{%- macro snowflake__week_end(date) -%}\n{%- set dt = dbt_date.week_start(date) -%}\n{{ dbt_date.n_days_away(6, dt) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_date.week_start", "macro.dbt_date.n_days_away"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.231574, "supported_languages": null}, "macro.dbt_date.postgres__week_end": {"name": "postgres__week_end", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/week_end.sql", "original_file_path": "macros/calendar_date/week_end.sql", "unique_id": "macro.dbt_date.postgres__week_end", "macro_sql": "\n\n{%- macro postgres__week_end(date) -%}\n{%- set dt = dbt_date.week_start(date) -%}\n{{ dbt_date.n_days_away(6, dt) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_date.week_start", "macro.dbt_date.n_days_away"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.2317572, "supported_languages": null}, "macro.dbt_date.duckdb__week_end": {"name": "duckdb__week_end", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/week_end.sql", "original_file_path": "macros/calendar_date/week_end.sql", "unique_id": "macro.dbt_date.duckdb__week_end", "macro_sql": "\n\n{%- macro duckdb__week_end(date) -%}\n{{ return(dbt_date.postgres__week_end(date)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_date.postgres__week_end"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.231889, "supported_languages": null}, "macro.dbt_date.next_month_number": {"name": "next_month_number", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/next_month_number.sql", "original_file_path": "macros/calendar_date/next_month_number.sql", "unique_id": "macro.dbt_date.next_month_number", "macro_sql": "{%- macro next_month_number(tz=None) -%}\n{{ dbt_date.date_part('month', dbt_date.next_month(tz)) }}\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt_date.date_part", "macro.dbt_date.next_month"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.232089, "supported_languages": null}, "macro.dbt_date.last_month_number": {"name": "last_month_number", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/last_month_number.sql", "original_file_path": "macros/calendar_date/last_month_number.sql", "unique_id": "macro.dbt_date.last_month_number", "macro_sql": "{%- macro last_month_number(tz=None) -%}\n{{ dbt_date.date_part('month', dbt_date.last_month(tz)) }}\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt_date.date_part", "macro.dbt_date.last_month"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.232287, "supported_languages": null}, "macro.fivetran_utils.enabled_vars": {"name": "enabled_vars", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/enabled_vars.sql", "original_file_path": "macros/enabled_vars.sql", "unique_id": "macro.fivetran_utils.enabled_vars", "macro_sql": "{% macro enabled_vars(vars) %}\n\n{% for v in vars %}\n \n {% if var(v, True) == False %}\n {{ return(False) }}\n {% endif %}\n\n{% endfor %}\n\n{{ return(True) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.232662, "supported_languages": null}, "macro.fivetran_utils.percentile": {"name": "percentile", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/percentile.sql", "original_file_path": "macros/percentile.sql", "unique_id": "macro.fivetran_utils.percentile", "macro_sql": "{% macro percentile(percentile_field, partition_field, percent) -%}\n\n{{ adapter.dispatch('percentile', 'fivetran_utils') (percentile_field, partition_field, percent) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.postgres__percentile"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.233522, "supported_languages": null}, "macro.fivetran_utils.default__percentile": {"name": "default__percentile", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/percentile.sql", "original_file_path": "macros/percentile.sql", "unique_id": "macro.fivetran_utils.default__percentile", "macro_sql": "{% macro default__percentile(percentile_field, partition_field, percent) %}\n\n percentile_cont( \n {{ percent }} )\n within group ( order by {{ percentile_field }} )\n over ( partition by {{ partition_field }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.233679, "supported_languages": null}, "macro.fivetran_utils.redshift__percentile": {"name": "redshift__percentile", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/percentile.sql", "original_file_path": "macros/percentile.sql", "unique_id": "macro.fivetran_utils.redshift__percentile", "macro_sql": "{% macro redshift__percentile(percentile_field, partition_field, percent) %}\n\n percentile_cont( \n {{ percent }} )\n within group ( order by {{ percentile_field }} )\n over ( partition by {{ partition_field }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.233825, "supported_languages": null}, "macro.fivetran_utils.bigquery__percentile": {"name": "bigquery__percentile", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/percentile.sql", "original_file_path": "macros/percentile.sql", "unique_id": "macro.fivetran_utils.bigquery__percentile", "macro_sql": "{% macro bigquery__percentile(percentile_field, partition_field, percent) %}\n\n percentile_cont( \n {{ percentile_field }}, \n {{ percent }}) \n over (partition by {{ partition_field }} \n )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.233973, "supported_languages": null}, "macro.fivetran_utils.postgres__percentile": {"name": "postgres__percentile", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/percentile.sql", "original_file_path": "macros/percentile.sql", "unique_id": "macro.fivetran_utils.postgres__percentile", "macro_sql": "{% macro postgres__percentile(percentile_field, partition_field, percent) %}\n\n percentile_cont( \n {{ percent }} )\n within group ( order by {{ percentile_field }} )\n /* have to group by partition field */\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.234102, "supported_languages": null}, "macro.fivetran_utils.spark__percentile": {"name": "spark__percentile", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/percentile.sql", "original_file_path": "macros/percentile.sql", "unique_id": "macro.fivetran_utils.spark__percentile", "macro_sql": "{% macro spark__percentile(percentile_field, partition_field, percent) %}\n\n percentile( \n {{ percentile_field }}, \n {{ percent }}) \n over (partition by {{ partition_field }} \n )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.234252, "supported_languages": null}, "macro.fivetran_utils.pivot_json_extract": {"name": "pivot_json_extract", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/pivot_json_extract.sql", "original_file_path": "macros/pivot_json_extract.sql", "unique_id": "macro.fivetran_utils.pivot_json_extract", "macro_sql": "{% macro pivot_json_extract(string, list_of_properties) %}\n\n{%- for property in list_of_properties -%}\n{%- if property is mapping -%}\nreplace( {{ fivetran_utils.json_extract(string, property.name) }}, '\"', '') as {{ property.alias if property.alias else property.name | replace(' ', '_') | replace('.', '_') | lower }}\n\n{%- else -%}\nreplace( {{ fivetran_utils.json_extract(string, property) }}, '\"', '') as {{ property | replace(' ', '_') | lower }}\n\n{%- endif -%}\n{%- if not loop.last -%},{%- endif %}\n{% endfor -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.json_extract"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.235052, "supported_languages": null}, "macro.fivetran_utils.persist_pass_through_columns": {"name": "persist_pass_through_columns", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/persist_pass_through_columns.sql", "original_file_path": "macros/persist_pass_through_columns.sql", "unique_id": "macro.fivetran_utils.persist_pass_through_columns", "macro_sql": "{% macro persist_pass_through_columns(pass_through_variable, identifier=none, transform='') %}\n\n{% if var(pass_through_variable, none) %}\n {% for field in var(pass_through_variable) %}\n , {{ transform ~ '(' ~ (identifier ~ '.' if identifier else '') ~ (field.alias if field.alias else field.name) ~ ')' }} as {{ field.alias if field.alias else field.name }}\n {% endfor %}\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.235664, "supported_languages": null}, "macro.fivetran_utils.json_parse": {"name": "json_parse", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_parse.sql", "original_file_path": "macros/json_parse.sql", "unique_id": "macro.fivetran_utils.json_parse", "macro_sql": "{% macro json_parse(string, string_path) -%}\n\n{{ adapter.dispatch('json_parse', 'fivetran_utils') (string, string_path) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.postgres__json_parse"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.236866, "supported_languages": null}, "macro.fivetran_utils.default__json_parse": {"name": "default__json_parse", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_parse.sql", "original_file_path": "macros/json_parse.sql", "unique_id": "macro.fivetran_utils.default__json_parse", "macro_sql": "{% macro default__json_parse(string, string_path) %}\n\n json_extract_path_text({{string}}, {%- for s in string_path -%}'{{ s }}'{%- if not loop.last -%},{%- endif -%}{%- endfor -%} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.237088, "supported_languages": null}, "macro.fivetran_utils.redshift__json_parse": {"name": "redshift__json_parse", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_parse.sql", "original_file_path": "macros/json_parse.sql", "unique_id": "macro.fivetran_utils.redshift__json_parse", "macro_sql": "{% macro redshift__json_parse(string, string_path) %}\n\n json_extract_path_text({{string}}, {%- for s in string_path -%}'{{ s }}'{%- if not loop.last -%},{%- endif -%}{%- endfor -%} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.237309, "supported_languages": null}, "macro.fivetran_utils.bigquery__json_parse": {"name": "bigquery__json_parse", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_parse.sql", "original_file_path": "macros/json_parse.sql", "unique_id": "macro.fivetran_utils.bigquery__json_parse", "macro_sql": "{% macro bigquery__json_parse(string, string_path) %}\n\n \n json_extract_scalar({{string}}, '$.{%- for s in string_path -%}{{ s }}{%- if not loop.last -%}.{%- endif -%}{%- endfor -%} ')\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.237526, "supported_languages": null}, "macro.fivetran_utils.postgres__json_parse": {"name": "postgres__json_parse", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_parse.sql", "original_file_path": "macros/json_parse.sql", "unique_id": "macro.fivetran_utils.postgres__json_parse", "macro_sql": "{% macro postgres__json_parse(string, string_path) %}\n\n {{string}}::json #>> '{ {%- for s in string_path -%}{{ s }}{%- if not loop.last -%},{%- endif -%}{%- endfor -%} }'\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.23775, "supported_languages": null}, "macro.fivetran_utils.snowflake__json_parse": {"name": "snowflake__json_parse", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_parse.sql", "original_file_path": "macros/json_parse.sql", "unique_id": "macro.fivetran_utils.snowflake__json_parse", "macro_sql": "{% macro snowflake__json_parse(string, string_path) %}\n\n parse_json( {{string}} ) {%- for s in string_path -%}{% if s is number %}[{{ s }}]{% else %}['{{ s }}']{% endif %}{%- endfor -%}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.2379909, "supported_languages": null}, "macro.fivetran_utils.spark__json_parse": {"name": "spark__json_parse", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_parse.sql", "original_file_path": "macros/json_parse.sql", "unique_id": "macro.fivetran_utils.spark__json_parse", "macro_sql": "{% macro spark__json_parse(string, string_path) %}\n\n {{string}} : {%- for s in string_path -%}{% if s is number %}[{{ s }}]{% else %}['{{ s }}']{% endif %}{%- endfor -%}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.238229, "supported_languages": null}, "macro.fivetran_utils.sqlserver__json_parse": {"name": "sqlserver__json_parse", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_parse.sql", "original_file_path": "macros/json_parse.sql", "unique_id": "macro.fivetran_utils.sqlserver__json_parse", "macro_sql": "{% macro sqlserver__json_parse(string, string_path) %}\n\n json_value({{string}}, '$.{%- for s in string_path -%}{{ s }}{%- if not loop.last -%}.{%- endif -%}{%- endfor -%} ')\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.2384472, "supported_languages": null}, "macro.fivetran_utils.max_bool": {"name": "max_bool", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/max_bool.sql", "original_file_path": "macros/max_bool.sql", "unique_id": "macro.fivetran_utils.max_bool", "macro_sql": "{% macro max_bool(boolean_field) -%}\n\n{{ adapter.dispatch('max_bool', 'fivetran_utils') (boolean_field) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__max_bool"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.238763, "supported_languages": null}, "macro.fivetran_utils.default__max_bool": {"name": "default__max_bool", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/max_bool.sql", "original_file_path": "macros/max_bool.sql", "unique_id": "macro.fivetran_utils.default__max_bool", "macro_sql": "{% macro default__max_bool(boolean_field) %}\n\n bool_or( {{ boolean_field }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.238861, "supported_languages": null}, "macro.fivetran_utils.snowflake__max_bool": {"name": "snowflake__max_bool", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/max_bool.sql", "original_file_path": "macros/max_bool.sql", "unique_id": "macro.fivetran_utils.snowflake__max_bool", "macro_sql": "{% macro snowflake__max_bool(boolean_field) %}\n\n max( {{ boolean_field }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.2389529, "supported_languages": null}, "macro.fivetran_utils.bigquery__max_bool": {"name": "bigquery__max_bool", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/max_bool.sql", "original_file_path": "macros/max_bool.sql", "unique_id": "macro.fivetran_utils.bigquery__max_bool", "macro_sql": "{% macro bigquery__max_bool(boolean_field) %}\n\n max( {{ boolean_field }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.23905, "supported_languages": null}, "macro.fivetran_utils.calculated_fields": {"name": "calculated_fields", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/calculated_fields.sql", "original_file_path": "macros/calculated_fields.sql", "unique_id": "macro.fivetran_utils.calculated_fields", "macro_sql": "{% macro calculated_fields(variable) -%}\n\n{% if var(variable, none) %}\n {% for field in var(variable) %}\n , {{ field.transform_sql }} as {{ field.name }} \n {% endfor %}\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.239393, "supported_languages": null}, "macro.fivetran_utils.drop_schemas_automation": {"name": "drop_schemas_automation", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/drop_schemas_automation.sql", "original_file_path": "macros/drop_schemas_automation.sql", "unique_id": "macro.fivetran_utils.drop_schemas_automation", "macro_sql": "{% macro drop_schemas_automation(drop_target_schema=true) %}\n {{ return(adapter.dispatch('drop_schemas_automation', 'fivetran_utils')(drop_target_schema)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__drop_schemas_automation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.2400372, "supported_languages": null}, "macro.fivetran_utils.default__drop_schemas_automation": {"name": "default__drop_schemas_automation", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/drop_schemas_automation.sql", "original_file_path": "macros/drop_schemas_automation.sql", "unique_id": "macro.fivetran_utils.default__drop_schemas_automation", "macro_sql": "{% macro default__drop_schemas_automation(drop_target_schema=true) %}\n\n{% set fetch_list_sql %}\n {% if target.type not in ('databricks', 'spark') %}\n select schema_name\n from \n {{ wrap_in_quotes(target.database) }}.INFORMATION_SCHEMA.SCHEMATA\n where lower(schema_name) like '{{ target.schema | lower }}{%- if not drop_target_schema -%}_{%- endif -%}%'\n {% else %}\n SHOW SCHEMAS LIKE '{{ target.schema }}{%- if not drop_target_schema -%}_{%- endif -%}*'\n {% endif %}\n{% endset %}\n\n{% set results = run_query(fetch_list_sql) %}\n\n{% if execute %}\n {% set results_list = results.columns[0].values() %}\n{% else %}\n {% set results_list = [] %}\n{% endif %}\n\n{% for schema_to_drop in results_list %}\n {% do adapter.drop_schema(api.Relation.create(database=target.database, schema=schema_to_drop)) %}\n {{ print('Schema ' ~ schema_to_drop ~ ' successfully dropped from the ' ~ target.database ~ ' database.\\n')}}\n{% endfor %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.wrap_in_quotes", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.241057, "supported_languages": null}, "macro.fivetran_utils.seed_data_helper": {"name": "seed_data_helper", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/seed_data_helper.sql", "original_file_path": "macros/seed_data_helper.sql", "unique_id": "macro.fivetran_utils.seed_data_helper", "macro_sql": "{% macro seed_data_helper(seed_name, warehouses) %}\n\n{% if target.type in warehouses %}\n {% for w in warehouses %}\n {% if target.type == w %}\n {{ return(ref(seed_name ~ \"_\" ~ w ~ \"\")) }}\n {% endif %}\n {% endfor %}\n{% else %}\n{{ return(ref(seed_name)) }}\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.2415922, "supported_languages": null}, "macro.fivetran_utils.fill_pass_through_columns": {"name": "fill_pass_through_columns", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/fill_pass_through_columns.sql", "original_file_path": "macros/fill_pass_through_columns.sql", "unique_id": "macro.fivetran_utils.fill_pass_through_columns", "macro_sql": "{% macro fill_pass_through_columns(pass_through_variable) %}\n\n{% if var(pass_through_variable) %}\n {% for field in var(pass_through_variable) %}\n {% if field is mapping %}\n {% if field.transform_sql %}\n , {{ field.transform_sql }} as {{ field.alias if field.alias else field.name }}\n {% else %}\n , {{ field.alias if field.alias else field.name }}\n {% endif %}\n {% else %}\n , {{ field }}\n {% endif %}\n {% endfor %}\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.242295, "supported_languages": null}, "macro.fivetran_utils.string_agg": {"name": "string_agg", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/string_agg.sql", "original_file_path": "macros/string_agg.sql", "unique_id": "macro.fivetran_utils.string_agg", "macro_sql": "{% macro string_agg(field_to_agg, delimiter) -%}\n\n{{ adapter.dispatch('string_agg', 'fivetran_utils') (field_to_agg, delimiter) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__string_agg"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.2427368, "supported_languages": null}, "macro.fivetran_utils.default__string_agg": {"name": "default__string_agg", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/string_agg.sql", "original_file_path": "macros/string_agg.sql", "unique_id": "macro.fivetran_utils.default__string_agg", "macro_sql": "{% macro default__string_agg(field_to_agg, delimiter) %}\n string_agg({{ field_to_agg }}, {{ delimiter }})\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.242856, "supported_languages": null}, "macro.fivetran_utils.snowflake__string_agg": {"name": "snowflake__string_agg", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/string_agg.sql", "original_file_path": "macros/string_agg.sql", "unique_id": "macro.fivetran_utils.snowflake__string_agg", "macro_sql": "{% macro snowflake__string_agg(field_to_agg, delimiter) %}\n listagg({{ field_to_agg }}, {{ delimiter }})\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.242978, "supported_languages": null}, "macro.fivetran_utils.redshift__string_agg": {"name": "redshift__string_agg", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/string_agg.sql", "original_file_path": "macros/string_agg.sql", "unique_id": "macro.fivetran_utils.redshift__string_agg", "macro_sql": "{% macro redshift__string_agg(field_to_agg, delimiter) %}\n listagg({{ field_to_agg }}, {{ delimiter }})\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.243099, "supported_languages": null}, "macro.fivetran_utils.spark__string_agg": {"name": "spark__string_agg", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/string_agg.sql", "original_file_path": "macros/string_agg.sql", "unique_id": "macro.fivetran_utils.spark__string_agg", "macro_sql": "{% macro spark__string_agg(field_to_agg, delimiter) %}\n -- collect set will remove duplicates\n replace(replace(replace(cast( collect_set({{ field_to_agg }}) as string), '[', ''), ']', ''), ', ', {{ delimiter }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.243228, "supported_languages": null}, "macro.fivetran_utils.timestamp_diff": {"name": "timestamp_diff", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_diff.sql", "original_file_path": "macros/timestamp_diff.sql", "unique_id": "macro.fivetran_utils.timestamp_diff", "macro_sql": "{% macro timestamp_diff(first_date, second_date, datepart) %}\n {{ adapter.dispatch('timestamp_diff', 'fivetran_utils')(first_date, second_date, datepart) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.postgres__timestamp_diff"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.2458692, "supported_languages": null}, "macro.fivetran_utils.default__timestamp_diff": {"name": "default__timestamp_diff", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_diff.sql", "original_file_path": "macros/timestamp_diff.sql", "unique_id": "macro.fivetran_utils.default__timestamp_diff", "macro_sql": "{% macro default__timestamp_diff(first_date, second_date, datepart) %}\n\n datediff(\n {{ datepart }},\n {{ first_date }},\n {{ second_date }}\n )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.24602, "supported_languages": null}, "macro.fivetran_utils.redshift__timestamp_diff": {"name": "redshift__timestamp_diff", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_diff.sql", "original_file_path": "macros/timestamp_diff.sql", "unique_id": "macro.fivetran_utils.redshift__timestamp_diff", "macro_sql": "{% macro redshift__timestamp_diff(first_date, second_date, datepart) %}\n\n datediff(\n {{ datepart }},\n {{ first_date }},\n {{ second_date }}\n )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.246167, "supported_languages": null}, "macro.fivetran_utils.bigquery__timestamp_diff": {"name": "bigquery__timestamp_diff", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_diff.sql", "original_file_path": "macros/timestamp_diff.sql", "unique_id": "macro.fivetran_utils.bigquery__timestamp_diff", "macro_sql": "{% macro bigquery__timestamp_diff(first_date, second_date, datepart) %}\n\n timestamp_diff(\n {{second_date}},\n {{first_date}},\n {{datepart}}\n )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.246311, "supported_languages": null}, "macro.fivetran_utils.postgres__timestamp_diff": {"name": "postgres__timestamp_diff", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_diff.sql", "original_file_path": "macros/timestamp_diff.sql", "unique_id": "macro.fivetran_utils.postgres__timestamp_diff", "macro_sql": "{% macro postgres__timestamp_diff(first_date, second_date, datepart) %}\n\n {% if datepart == 'year' %}\n (date_part('year', ({{second_date}})::date) - date_part('year', ({{first_date}})::date))\n {% elif datepart == 'quarter' %}\n ({{ dbt.datediff(first_date, second_date, 'year') }} * 4 + date_part('quarter', ({{second_date}})::date) - date_part('quarter', ({{first_date}})::date))\n {% elif datepart == 'month' %}\n ({{ dbt.datediff(first_date, second_date, 'year') }} * 12 + date_part('month', ({{second_date}})::date) - date_part('month', ({{first_date}})::date))\n {% elif datepart == 'day' %}\n (({{second_date}})::date - ({{first_date}})::date)\n {% elif datepart == 'week' %}\n ({{ dbt.datediff(first_date, second_date, 'day') }} / 7 + case\n when date_part('dow', ({{first_date}})::timestamp) <= date_part('dow', ({{second_date}})::timestamp) then\n case when {{first_date}} <= {{second_date}} then 0 else -1 end\n else\n case when {{first_date}} <= {{second_date}} then 1 else 0 end\n end)\n {% elif datepart == 'hour' %}\n ({{ dbt.datediff(first_date, second_date, 'day') }} * 24 + date_part('hour', ({{second_date}})::timestamp) - date_part('hour', ({{first_date}})::timestamp))\n {% elif datepart == 'minute' %}\n ({{ dbt.datediff(first_date, second_date, 'hour') }} * 60 + date_part('minute', ({{second_date}})::timestamp) - date_part('minute', ({{first_date}})::timestamp))\n {% elif datepart == 'second' %}\n ({{ dbt.datediff(first_date, second_date, 'minute') }} * 60 + floor(date_part('second', ({{second_date}})::timestamp)) - floor(date_part('second', ({{first_date}})::timestamp)))\n {% elif datepart == 'millisecond' %}\n ({{ dbt.datediff(first_date, second_date, 'minute') }} * 60000 + floor(date_part('millisecond', ({{second_date}})::timestamp)) - floor(date_part('millisecond', ({{first_date}})::timestamp)))\n {% elif datepart == 'microsecond' %}\n ({{ dbt.datediff(first_date, second_date, 'minute') }} * 60000000 + floor(date_part('microsecond', ({{second_date}})::timestamp)) - floor(date_part('microsecond', ({{first_date}})::timestamp)))\n {% else %}\n {{ exceptions.raise_compiler_error(\"Unsupported datepart for macro datediff in postgres: {!r}\".format(datepart)) }}\n {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.datediff"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.247921, "supported_languages": null}, "macro.fivetran_utils.try_cast": {"name": "try_cast", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/try_cast.sql", "original_file_path": "macros/try_cast.sql", "unique_id": "macro.fivetran_utils.try_cast", "macro_sql": "{% macro try_cast(field, type) %}\n {{ adapter.dispatch('try_cast', 'fivetran_utils') (field, type) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.postgres__try_cast"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.2487721, "supported_languages": null}, "macro.fivetran_utils.default__try_cast": {"name": "default__try_cast", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/try_cast.sql", "original_file_path": "macros/try_cast.sql", "unique_id": "macro.fivetran_utils.default__try_cast", "macro_sql": "{% macro default__try_cast(field, type) %}\n {# most databases don't support this function yet\n so we just need to use cast #}\n cast({{field}} as {{type}})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.248905, "supported_languages": null}, "macro.fivetran_utils.redshift__try_cast": {"name": "redshift__try_cast", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/try_cast.sql", "original_file_path": "macros/try_cast.sql", "unique_id": "macro.fivetran_utils.redshift__try_cast", "macro_sql": "{% macro redshift__try_cast(field, type) %}\n{%- if type == 'numeric' -%}\n\n case\n when trim({{field}}) ~ '^(0|[1-9][0-9]*)$' then trim({{field}})\n else null\n end::{{type}}\n\n{% else %}\n {{ exceptions.raise_compiler_error(\n \"non-numeric datatypes are not currently supported\") }}\n\n{% endif %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.249195, "supported_languages": null}, "macro.fivetran_utils.postgres__try_cast": {"name": "postgres__try_cast", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/try_cast.sql", "original_file_path": "macros/try_cast.sql", "unique_id": "macro.fivetran_utils.postgres__try_cast", "macro_sql": "{% macro postgres__try_cast(field, type) %}\n{%- if type == 'numeric' -%}\n\n case\n when replace(cast({{field}} as varchar),cast(' ' as varchar),cast('' as varchar)) ~ '^(0|[1-9][0-9]*)$' \n then replace(cast({{field}} as varchar),cast(' ' as varchar),cast('' as varchar))\n else null\n end::{{type}}\n\n{% else %}\n {{ exceptions.raise_compiler_error(\n \"non-numeric datatypes are not currently supported\") }}\n\n{% endif %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.249506, "supported_languages": null}, "macro.fivetran_utils.snowflake__try_cast": {"name": "snowflake__try_cast", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/try_cast.sql", "original_file_path": "macros/try_cast.sql", "unique_id": "macro.fivetran_utils.snowflake__try_cast", "macro_sql": "{% macro snowflake__try_cast(field, type) %}\n try_cast(cast({{field}} as varchar) as {{type}})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.249632, "supported_languages": null}, "macro.fivetran_utils.bigquery__try_cast": {"name": "bigquery__try_cast", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/try_cast.sql", "original_file_path": "macros/try_cast.sql", "unique_id": "macro.fivetran_utils.bigquery__try_cast", "macro_sql": "{% macro bigquery__try_cast(field, type) %}\n safe_cast({{field}} as {{type}})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.249747, "supported_languages": null}, "macro.fivetran_utils.spark__try_cast": {"name": "spark__try_cast", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/try_cast.sql", "original_file_path": "macros/try_cast.sql", "unique_id": "macro.fivetran_utils.spark__try_cast", "macro_sql": "{% macro spark__try_cast(field, type) %}\n try_cast({{field}} as {{type}})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.249862, "supported_languages": null}, "macro.fivetran_utils.sqlserver__try_cast": {"name": "sqlserver__try_cast", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/try_cast.sql", "original_file_path": "macros/try_cast.sql", "unique_id": "macro.fivetran_utils.sqlserver__try_cast", "macro_sql": "{% macro sqlserver__try_cast(field, type) %}\n try_cast({{field}} as {{type}})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.249975, "supported_languages": null}, "macro.fivetran_utils.source_relation": {"name": "source_relation", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/source_relation.sql", "original_file_path": "macros/source_relation.sql", "unique_id": "macro.fivetran_utils.source_relation", "macro_sql": "{% macro source_relation(union_schema_variable='union_schemas', union_database_variable='union_databases') -%}\n\n{{ adapter.dispatch('source_relation', 'fivetran_utils') (union_schema_variable, union_database_variable) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__source_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.250446, "supported_languages": null}, "macro.fivetran_utils.default__source_relation": {"name": "default__source_relation", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/source_relation.sql", "original_file_path": "macros/source_relation.sql", "unique_id": "macro.fivetran_utils.default__source_relation", "macro_sql": "{% macro default__source_relation(union_schema_variable, union_database_variable) %}\n\n{% if var(union_schema_variable, none) %}\n, case\n {% for schema in var(union_schema_variable) %}\n when lower(replace(replace(_dbt_source_relation,'\"',''),'`','')) like '%.{{ schema|lower }}.%' then '{{ schema|lower }}'\n {% endfor %}\n end as source_relation\n{% elif var(union_database_variable, none) %}\n, case\n {% for database in var(union_database_variable) %}\n when lower(replace(replace(_dbt_source_relation,'\"',''),'`','')) like '%{{ database|lower }}.%' then '{{ database|lower }}'\n {% endfor %}\n end as source_relation\n{% else %}\n, cast('' as {{ dbt.type_string() }}) as source_relation\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.250991, "supported_languages": null}, "macro.fivetran_utils.first_value": {"name": "first_value", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/first_value.sql", "original_file_path": "macros/first_value.sql", "unique_id": "macro.fivetran_utils.first_value", "macro_sql": "{% macro first_value(first_value_field, partition_field, order_by_field, order=\"asc\") -%}\n\n{{ adapter.dispatch('first_value', 'fivetran_utils') (first_value_field, partition_field, order_by_field, order) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__first_value"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.251453, "supported_languages": null}, "macro.fivetran_utils.default__first_value": {"name": "default__first_value", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/first_value.sql", "original_file_path": "macros/first_value.sql", "unique_id": "macro.fivetran_utils.default__first_value", "macro_sql": "{% macro default__first_value(first_value_field, partition_field, order_by_field, order=\"asc\") %}\n\n first_value( {{ first_value_field }} ignore nulls ) over (partition by {{ partition_field }} order by {{ order_by_field }} {{ order }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.25164, "supported_languages": null}, "macro.fivetran_utils.redshift__first_value": {"name": "redshift__first_value", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/first_value.sql", "original_file_path": "macros/first_value.sql", "unique_id": "macro.fivetran_utils.redshift__first_value", "macro_sql": "{% macro redshift__first_value(first_value_field, partition_field, order_by_field, order=\"asc\") %}\n\n first_value( {{ first_value_field }} ignore nulls ) over (partition by {{ partition_field }} order by {{ order_by_field }} {{ order }} , {{ partition_field }} rows unbounded preceding )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.251842, "supported_languages": null}, "macro.fivetran_utils.add_dbt_source_relation": {"name": "add_dbt_source_relation", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/add_dbt_source_relation.sql", "original_file_path": "macros/add_dbt_source_relation.sql", "unique_id": "macro.fivetran_utils.add_dbt_source_relation", "macro_sql": "{% macro add_dbt_source_relation() %}\n\n{% if var('union_schemas', none) or var('union_databases', none) %}\n, _dbt_source_relation\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.252078, "supported_languages": null}, "macro.fivetran_utils.add_pass_through_columns": {"name": "add_pass_through_columns", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/add_pass_through_columns.sql", "original_file_path": "macros/add_pass_through_columns.sql", "unique_id": "macro.fivetran_utils.add_pass_through_columns", "macro_sql": "{% macro add_pass_through_columns(base_columns, pass_through_var) %}\n\n {% if pass_through_var %}\n\n {% for column in pass_through_var %}\n\n {% if column is mapping %}\n\n {% if column.alias %}\n\n {% do base_columns.append({ \"name\": column.name, \"alias\": column.alias, \"datatype\": column.datatype if column.datatype else dbt.type_string()}) %}\n\n {% else %}\n\n {% do base_columns.append({ \"name\": column.name, \"datatype\": column.datatype if column.datatype else dbt.type_string()}) %}\n \n {% endif %}\n\n {% else %}\n\n {% do base_columns.append({ \"name\": column, \"datatype\": dbt.type_string()}) %}\n\n {% endif %}\n\n {% endfor %}\n\n {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.25314, "supported_languages": null}, "macro.fivetran_utils.union_relations": {"name": "union_relations", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/union_relations.sql", "original_file_path": "macros/union_relations.sql", "unique_id": "macro.fivetran_utils.union_relations", "macro_sql": "{%- macro union_relations(relations, aliases=none, column_override=none, include=[], exclude=[], source_column_name=none) -%}\n\n {%- if exclude and include -%}\n {{ exceptions.raise_compiler_error(\"Both an exclude and include list were provided to the `union` macro. Only one is allowed\") }}\n {%- endif -%}\n\n {#-- Prevent querying of db in parsing mode. This works because this macro does not create any new refs. -#}\n {%- if not execute %}\n {{ return('') }}\n {% endif -%}\n\n {%- set column_override = column_override if column_override is not none else {} -%}\n {%- set source_column_name = source_column_name if source_column_name is not none else '_dbt_source_relation' -%}\n\n {%- set relation_columns = {} -%}\n {%- set column_superset = {} -%}\n\n {%- for relation in relations -%}\n\n {%- do relation_columns.update({relation: []}) -%}\n\n {%- do dbt_utils._is_relation(relation, 'union_relations') -%}\n {%- set cols = adapter.get_columns_in_relation(relation) -%}\n {%- for col in cols -%}\n\n {#- If an exclude list was provided and the column is in the list, do nothing -#}\n {%- if exclude and col.column in exclude -%}\n\n {#- If an include list was provided and the column is not in the list, do nothing -#}\n {%- elif include and col.column not in include -%}\n\n {#- Otherwise add the column to the column superset -#}\n {%- else -%}\n\n {#- update the list of columns in this relation -#}\n {%- do relation_columns[relation].append(col.column) -%}\n\n {%- if col.column in column_superset -%}\n\n {%- set stored = column_superset[col.column] -%}\n {%- if col.is_string() and stored.is_string() and col.string_size() > stored.string_size() -%}\n\n {%- do column_superset.update({col.column: col}) -%}\n\n {%- endif %}\n\n {%- else -%}\n\n {%- do column_superset.update({col.column: col}) -%}\n\n {%- endif -%}\n\n {%- endif -%}\n\n {%- endfor -%}\n {%- endfor -%}\n\n {%- set ordered_column_names = column_superset.keys() -%}\n\n {%- for relation in relations %}\n\n (\n select\n\n cast({{ dbt.string_literal(relation) }} as {{ dbt.type_string() }}) as {{ source_column_name }},\n {% for col_name in ordered_column_names -%}\n\n {%- set col = column_superset[col_name] %}\n {%- set col_type = column_override.get(col.column, col.data_type) %}\n {%- set col_name = adapter.quote(col_name) if col_name in relation_columns[relation] else 'null' %}\n cast({{ col_name }} as {{ col_type }}) as {{ col.quoted }} {% if not loop.last %},{% endif -%}\n\n {%- endfor %}\n\n from {{ aliases[loop.index0] if aliases else relation }}\n )\n\n {% if not loop.last -%}\n union all\n {% endif -%}\n\n {%- endfor -%}\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_utils._is_relation", "macro.dbt.string_literal", "macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.256683, "supported_languages": null}, "macro.fivetran_utils.union_tables": {"name": "union_tables", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/union_relations.sql", "original_file_path": "macros/union_relations.sql", "unique_id": "macro.fivetran_utils.union_tables", "macro_sql": "{%- macro union_tables(tables, column_override=none, include=[], exclude=[], source_column_name='_dbt_source_table') -%}\n\n {%- do exceptions.warn(\"Warning: the `union_tables` macro is no longer supported and will be deprecated in a future release of dbt-utils. Use the `union_relations` macro instead\") -%}\n\n {{ return(dbt_utils.union_relations(tables, column_override, include, exclude, source_column_name)) }}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt_utils.union_relations"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.257024, "supported_languages": null}, "macro.fivetran_utils.snowflake_seed_data": {"name": "snowflake_seed_data", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/snowflake_seed_data.sql", "original_file_path": "macros/snowflake_seed_data.sql", "unique_id": "macro.fivetran_utils.snowflake_seed_data", "macro_sql": "{% macro snowflake_seed_data(seed_name) %}\n\n{% if target.type == 'snowflake' %}\n{{ return(ref(seed_name ~ '_snowflake')) }}\n{% else %}\n{{ return(ref(seed_name)) }}\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.257374, "supported_languages": null}, "macro.fivetran_utils.fill_staging_columns": {"name": "fill_staging_columns", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/fill_staging_columns.sql", "original_file_path": "macros/fill_staging_columns.sql", "unique_id": "macro.fivetran_utils.fill_staging_columns", "macro_sql": "{% macro fill_staging_columns(source_columns, staging_columns) -%}\n\n{%- set source_column_names = source_columns|map(attribute='name')|map('lower')|list -%}\n\n{%- for column in staging_columns %}\n {% if column.name|lower in source_column_names -%}\n {{ fivetran_utils.quote_column(column) }} as \n {%- if 'alias' in column %} {{ column.alias }} {% else %} {{ fivetran_utils.quote_column(column) }} {%- endif -%}\n {%- else -%}\n cast(null as {{ column.datatype }})\n {%- if 'alias' in column %} as {{ column.alias }} {% else %} as {{ fivetran_utils.quote_column(column) }} {% endif -%}\n {%- endif -%}\n {%- if not loop.last -%} , {% endif -%}\n{% endfor %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.quote_column"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.258789, "supported_languages": null}, "macro.fivetran_utils.quote_column": {"name": "quote_column", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/fill_staging_columns.sql", "original_file_path": "macros/fill_staging_columns.sql", "unique_id": "macro.fivetran_utils.quote_column", "macro_sql": "{% macro quote_column(column) %}\n {% if 'quote' in column %}\n {% if column.quote %}\n {% if target.type in ('bigquery', 'spark', 'databricks') %}\n `{{ column.name }}`\n {% elif target.type == 'snowflake' %}\n \"{{ column.name | upper }}\"\n {% else %}\n \"{{ column.name }}\"\n {% endif %}\n {% else %}\n {{ column.name }}\n {% endif %}\n {% else %}\n {{ column.name }}\n {% endif %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.259328, "supported_languages": null}, "macro.fivetran_utils.json_extract": {"name": "json_extract", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_extract.sql", "original_file_path": "macros/json_extract.sql", "unique_id": "macro.fivetran_utils.json_extract", "macro_sql": "{% macro json_extract(string, string_path) -%}\n\n{{ adapter.dispatch('json_extract', 'fivetran_utils') (string, string_path) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.postgres__json_extract"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.25986, "supported_languages": null}, "macro.fivetran_utils.default__json_extract": {"name": "default__json_extract", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_extract.sql", "original_file_path": "macros/json_extract.sql", "unique_id": "macro.fivetran_utils.default__json_extract", "macro_sql": "{% macro default__json_extract(string, string_path) %}\n\n json_extract_path_text({{string}}, {{ \"'\" ~ string_path ~ \"'\" }} )\n \n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.2600021, "supported_languages": null}, "macro.fivetran_utils.snowflake__json_extract": {"name": "snowflake__json_extract", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_extract.sql", "original_file_path": "macros/json_extract.sql", "unique_id": "macro.fivetran_utils.snowflake__json_extract", "macro_sql": "{% macro snowflake__json_extract(string, string_path) %}\n\n json_extract_path_text(try_parse_json( {{string}} ), {{ \"'\" ~ string_path ~ \"'\" }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.2601511, "supported_languages": null}, "macro.fivetran_utils.redshift__json_extract": {"name": "redshift__json_extract", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_extract.sql", "original_file_path": "macros/json_extract.sql", "unique_id": "macro.fivetran_utils.redshift__json_extract", "macro_sql": "{% macro redshift__json_extract(string, string_path) %}\n\n case when is_valid_json( {{string}} ) then json_extract_path_text({{string}}, {{ \"'\" ~ string_path ~ \"'\" }} ) else null end\n \n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.260304, "supported_languages": null}, "macro.fivetran_utils.bigquery__json_extract": {"name": "bigquery__json_extract", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_extract.sql", "original_file_path": "macros/json_extract.sql", "unique_id": "macro.fivetran_utils.bigquery__json_extract", "macro_sql": "{% macro bigquery__json_extract(string, string_path) %}\n\n json_extract_scalar({{string}}, {{ \"'$.\" ~ string_path ~ \"'\" }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.260442, "supported_languages": null}, "macro.fivetran_utils.postgres__json_extract": {"name": "postgres__json_extract", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_extract.sql", "original_file_path": "macros/json_extract.sql", "unique_id": "macro.fivetran_utils.postgres__json_extract", "macro_sql": "{% macro postgres__json_extract(string, string_path) %}\n\n {{string}}::json->>{{\"'\" ~ string_path ~ \"'\" }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.260577, "supported_languages": null}, "macro.fivetran_utils.collect_freshness": {"name": "collect_freshness", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/collect_freshness.sql", "original_file_path": "macros/collect_freshness.sql", "unique_id": "macro.fivetran_utils.collect_freshness", "macro_sql": "{% macro collect_freshness(source, loaded_at_field, filter) %}\n {{ return(adapter.dispatch('collect_freshness')(source, loaded_at_field, filter))}}\n{% endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__collect_freshness"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.2613068, "supported_languages": null}, "macro.fivetran_utils.default__collect_freshness": {"name": "default__collect_freshness", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/collect_freshness.sql", "original_file_path": "macros/collect_freshness.sql", "unique_id": "macro.fivetran_utils.default__collect_freshness", "macro_sql": "{% macro default__collect_freshness(source, loaded_at_field, filter) %}\n {% call statement('collect_freshness', fetch_result=True, auto_begin=False) -%}\n\n {%- set enabled_array = [] -%}\n {% for node in graph.sources.values() %}\n {% if node.identifier == source.identifier %}\n {% if (node.meta['is_enabled'] | default(true)) %}\n {%- do enabled_array.append(1) -%}\n {% endif %}\n {% endif %}\n {% endfor %}\n {% set is_enabled = (enabled_array != []) %}\n\n select\n {% if is_enabled %}\n max({{ loaded_at_field }})\n {% else %} \n {{ current_timestamp() }} {% endif %} as max_loaded_at,\n {{ current_timestamp() }} as snapshotted_at\n\n {% if is_enabled %}\n from {{ source }}\n {% if filter %}\n where {{ filter }}\n {% endif %}\n {% endif %}\n\n {% endcall %}\n\n {% if dbt_version.split('.') | map('int') | list >= [1, 5, 0] %}\n {{ return(load_result('collect_freshness')) }}\n {% else %}\n {{ return(load_result('collect_freshness').table) }}\n {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.current_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.262464, "supported_languages": null}, "macro.fivetran_utils.timestamp_add": {"name": "timestamp_add", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_add.sql", "original_file_path": "macros/timestamp_add.sql", "unique_id": "macro.fivetran_utils.timestamp_add", "macro_sql": "{% macro timestamp_add(datepart, interval, from_timestamp) -%}\n\n{{ adapter.dispatch('timestamp_add', 'fivetran_utils') (datepart, interval, from_timestamp) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.postgres__timestamp_add"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.263124, "supported_languages": null}, "macro.fivetran_utils.default__timestamp_add": {"name": "default__timestamp_add", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_add.sql", "original_file_path": "macros/timestamp_add.sql", "unique_id": "macro.fivetran_utils.default__timestamp_add", "macro_sql": "{% macro default__timestamp_add(datepart, interval, from_timestamp) %}\n\n timestampadd(\n {{ datepart }},\n {{ interval }},\n {{ from_timestamp }}\n )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.2632802, "supported_languages": null}, "macro.fivetran_utils.bigquery__timestamp_add": {"name": "bigquery__timestamp_add", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_add.sql", "original_file_path": "macros/timestamp_add.sql", "unique_id": "macro.fivetran_utils.bigquery__timestamp_add", "macro_sql": "{% macro bigquery__timestamp_add(datepart, interval, from_timestamp) %}\n\n timestamp_add({{ from_timestamp }}, interval {{ interval }} {{ datepart }})\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.2634292, "supported_languages": null}, "macro.fivetran_utils.redshift__timestamp_add": {"name": "redshift__timestamp_add", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_add.sql", "original_file_path": "macros/timestamp_add.sql", "unique_id": "macro.fivetran_utils.redshift__timestamp_add", "macro_sql": "{% macro redshift__timestamp_add(datepart, interval, from_timestamp) %}\n\n dateadd(\n {{ datepart }},\n {{ interval }},\n {{ from_timestamp }}\n )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.263581, "supported_languages": null}, "macro.fivetran_utils.postgres__timestamp_add": {"name": "postgres__timestamp_add", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_add.sql", "original_file_path": "macros/timestamp_add.sql", "unique_id": "macro.fivetran_utils.postgres__timestamp_add", "macro_sql": "{% macro postgres__timestamp_add(datepart, interval, from_timestamp) %}\n\n {{ from_timestamp }} + ((interval '1 {{ datepart }}') * ({{ interval }}))\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.263725, "supported_languages": null}, "macro.fivetran_utils.spark__timestamp_add": {"name": "spark__timestamp_add", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_add.sql", "original_file_path": "macros/timestamp_add.sql", "unique_id": "macro.fivetran_utils.spark__timestamp_add", "macro_sql": "{% macro spark__timestamp_add(datepart, interval, from_timestamp) %}\n\n {{ dbt.dateadd(datepart, interval, from_timestamp) }}\n \n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.dateadd"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.263881, "supported_languages": null}, "macro.fivetran_utils.ceiling": {"name": "ceiling", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/ceiling.sql", "original_file_path": "macros/ceiling.sql", "unique_id": "macro.fivetran_utils.ceiling", "macro_sql": "{% macro ceiling(num) -%}\n\n{{ adapter.dispatch('ceiling', 'fivetran_utils') (num) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__ceiling"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.2641091, "supported_languages": null}, "macro.fivetran_utils.default__ceiling": {"name": "default__ceiling", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/ceiling.sql", "original_file_path": "macros/ceiling.sql", "unique_id": "macro.fivetran_utils.default__ceiling", "macro_sql": "{% macro default__ceiling(num) %}\n ceiling({{ num }})\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.264203, "supported_languages": null}, "macro.fivetran_utils.snowflake__ceiling": {"name": "snowflake__ceiling", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/ceiling.sql", "original_file_path": "macros/ceiling.sql", "unique_id": "macro.fivetran_utils.snowflake__ceiling", "macro_sql": "{% macro snowflake__ceiling(num) %}\n ceil({{ num }})\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.264292, "supported_languages": null}, "macro.fivetran_utils.remove_prefix_from_columns": {"name": "remove_prefix_from_columns", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/remove_prefix_from_columns.sql", "original_file_path": "macros/remove_prefix_from_columns.sql", "unique_id": "macro.fivetran_utils.remove_prefix_from_columns", "macro_sql": "{% macro remove_prefix_from_columns(columns, prefix='', exclude=[]) %}\n\n {%- for col in columns if col.name not in exclude -%}\n {%- if col.name[:prefix|length]|lower == prefix -%}\n {{ col.name }} as {{ col.name[prefix|length:] }}\n {%- else -%}\n {{ col.name }}\n {%- endif -%}\n {%- if not loop.last -%},{%- endif %}\n {% endfor -%}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.264863, "supported_languages": null}, "macro.fivetran_utils.fivetran_date_spine": {"name": "fivetran_date_spine", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/fivetran_date_spine.sql", "original_file_path": "macros/fivetran_date_spine.sql", "unique_id": "macro.fivetran_utils.fivetran_date_spine", "macro_sql": "{% macro fivetran_date_spine(datepart, start_date, end_date) -%}\n\n{{ return(adapter.dispatch('fivetran_date_spine', 'fivetran_utils') (datepart, start_date, end_date)) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__fivetran_date_spine"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.2660291, "supported_languages": null}, "macro.fivetran_utils.default__fivetran_date_spine": {"name": "default__fivetran_date_spine", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/fivetran_date_spine.sql", "original_file_path": "macros/fivetran_date_spine.sql", "unique_id": "macro.fivetran_utils.default__fivetran_date_spine", "macro_sql": "{% macro default__fivetran_date_spine(datepart, start_date, end_date) %}\n\n {{ dbt_utils.date_spine(datepart, start_date, end_date) }}\n \n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.date_spine"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.2662, "supported_languages": null}, "macro.fivetran_utils.sqlserver__fivetran_date_spine": {"name": "sqlserver__fivetran_date_spine", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/fivetran_date_spine.sql", "original_file_path": "macros/fivetran_date_spine.sql", "unique_id": "macro.fivetran_utils.sqlserver__fivetran_date_spine", "macro_sql": "{% macro sqlserver__fivetran_date_spine(datepart, start_date, end_date) -%}\n\n {% set date_spine_query %}\n with\n\n l0 as (\n\n select c\n from (select 1 union all select 1) as d(c)\n\n ),\n l1 as (\n\n select\n 1 as c\n from l0 as a\n cross join l0 as b\n\n ),\n\n l2 as (\n\n select 1 as c\n from l1 as a\n cross join l1 as b\n ),\n\n l3 as (\n\n select 1 as c\n from l2 as a\n cross join l2 as b\n ),\n\n l4 as (\n\n select 1 as c\n from l3 as a\n cross join l3 as b\n ),\n\n l5 as (\n\n select 1 as c\n from l4 as a\n cross join l4 as b\n ),\n\n nums as (\n\n select row_number() over (order by (select null)) as rownum\n from l5\n ),\n\n rawdata as (\n\n select top ({{dbt.datediff(start_date, end_date, datepart)}}) rownum -1 as n\n from nums\n order by rownum\n ),\n\n all_periods as (\n\n select (\n {{\n dbt.dateadd(\n datepart,\n 'n',\n start_date\n )\n }}\n ) as date_{{datepart}}\n from rawdata\n ),\n\n filtered as (\n\n select *\n from all_periods\n where date_{{datepart}} <= {{ end_date }}\n\n )\n\n select * from filtered\n order by 1\n\n {% endset %}\n\n {% set results = run_query(date_spine_query) %}\n\n {% if execute %}\n\n {% set results_list = results.columns[0].values() %}\n \n {% else %}\n\n {% set results_list = [] %}\n\n {% endif %}\n\n {%- for date_field in results_list %}\n select cast('{{ date_field }}' as date) as date_{{datepart}} {{ 'union all ' if not loop.last else '' }}\n {% endfor -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.datediff", "macro.dbt.dateadd", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.266977, "supported_languages": null}, "macro.fivetran_utils.union_data": {"name": "union_data", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/union_data.sql", "original_file_path": "macros/union_data.sql", "unique_id": "macro.fivetran_utils.union_data", "macro_sql": "{%- macro union_data(table_identifier, database_variable, schema_variable, default_database, default_schema, default_variable, union_schema_variable='union_schemas', union_database_variable='union_databases') -%}\n\n{{ adapter.dispatch('union_data', 'fivetran_utils') (\n table_identifier, \n database_variable, \n schema_variable, \n default_database, \n default_schema, \n default_variable,\n union_schema_variable,\n union_database_variable\n ) }}\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.fivetran_utils.default__union_data"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.270166, "supported_languages": null}, "macro.fivetran_utils.default__union_data": {"name": "default__union_data", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/union_data.sql", "original_file_path": "macros/union_data.sql", "unique_id": "macro.fivetran_utils.default__union_data", "macro_sql": "{%- macro default__union_data(\n table_identifier, \n database_variable, \n schema_variable, \n default_database, \n default_schema, \n default_variable,\n union_schema_variable,\n union_database_variable\n ) -%}\n\n{%- if var(union_schema_variable, none) -%}\n\n {%- set relations = [] -%}\n \n {%- if var(union_schema_variable) is string -%}\n {%- set trimmed = var(union_schema_variable)|trim('[')|trim(']') -%}\n {%- set schemas = trimmed.split(',')|map('trim',\" \")|map('trim','\"')|map('trim',\"'\") -%}\n {%- else -%}\n {%- set schemas = var(union_schema_variable) -%}\n {%- endif -%}\n\n {%- for schema in var(union_schema_variable) -%}\n {%- set relation=adapter.get_relation(\n database=source(schema, table_identifier).database if var('has_defined_sources', false) else var(database_variable, default_database),\n schema=source(schema, table_identifier).schema if var('has_defined_sources', false) else schema,\n identifier=source(schema, table_identifier).identifier if var('has_defined_sources', false) else table_identifier\n ) -%}\n \n {%- set relation_exists=relation is not none -%}\n\n {%- if relation_exists -%}\n {%- do relations.append(relation) -%}\n {%- endif -%}\n\n {%- endfor -%}\n \n {%- if relations != [] -%}\n {{ dbt_utils.union_relations(relations) }}\n {%- else -%}\n {% if execute and not var('fivetran__remove_empty_table_warnings', false) -%}\n {{ exceptions.warn(\"\\n\\nPlease be aware: The \" ~ table_identifier|upper ~ \" table was not found in your \" ~ default_schema|upper ~ \" schema(s). The Fivetran dbt package will create a completely empty \" ~ table_identifier|upper ~ \" staging model as to not break downstream transformations. To turn off these warnings, set the `fivetran__remove_empty_table_warnings` variable to TRUE (see https://github.com/fivetran/dbt_fivetran_utils/tree/releases/v0.4.latest#union_data-source for details).\\n\") }}\n {% endif -%}\n select \n cast(null as {{ dbt.type_string() }}) as _dbt_source_relation\n limit 0\n {%- endif -%}\n\n{%- elif var(union_database_variable, none) -%}\n\n {%- set relations = [] -%}\n\n {%- for database in var(union_database_variable) -%}\n {%- set relation=adapter.get_relation(\n database=source(schema, table_identifier).database if var('has_defined_sources', false) else database,\n schema=source(schema, table_identifier).schema if var('has_defined_sources', false) else var(schema_variable, default_schema),\n identifier=source(schema, table_identifier).identifier if var('has_defined_sources', false) else table_identifier\n ) -%}\n\n {%- set relation_exists=relation is not none -%}\n\n {%- if relation_exists -%}\n {%- do relations.append(relation) -%}\n {%- endif -%}\n\n {%- endfor -%}\n\n {%- if relations != [] -%}\n {{ dbt_utils.union_relations(relations) }}\n {%- else -%}\n {% if execute and not var('fivetran__remove_empty_table_warnings', false) -%}\n {{ exceptions.warn(\"\\n\\nPlease be aware: The \" ~ table_identifier|upper ~ \" table was not found in your \" ~ default_schema|upper ~ \" schema(s). The Fivetran dbt package will create a completely empty \" ~ table_identifier|upper ~ \" staging model as to not break downstream transformations. To turn off these warnings, set the `fivetran__remove_empty_table_warnings` variable to TRUE (see https://github.com/fivetran/dbt_fivetran_utils/tree/releases/v0.4.latest#union_data-source for details).\\n\") }}\n {% endif -%}\n select \n cast(null as {{ dbt.type_string() }}) as _dbt_source_relation\n limit 0\n {%- endif -%}\n\n{%- else -%}\n {% set exception_schemas = {\"linkedin_company_pages\": \"linkedin_pages\", \"instagram_business_pages\": \"instagram_business\"} %}\n {% set relation = namespace(value=\"\") %}\n {% if default_schema in exception_schemas.keys() %}\n {% for corrected_schema_name in exception_schemas.items() %} \n {% if default_schema in corrected_schema_name %}\n {# In order for this macro to effectively work within upstream integration tests (mainly used by the Fivetran dbt package maintainers), this identifier variable selection is required to use the macro with different identifier names. #}\n {% set identifier_var = corrected_schema_name[1] + \"_\" + table_identifier + \"_identifier\" %}\n {%- set relation.value=adapter.get_relation(\n database=source(corrected_schema_name[1], table_identifier).database,\n schema=source(corrected_schema_name[1], table_identifier).schema,\n identifier=var(identifier_var, table_identifier)\n ) -%}\n {% endif %}\n {% endfor %}\n {% else %}\n {# In order for this macro to effectively work within upstream integration tests (mainly used by the Fivetran dbt package maintainers), this identifier variable selection is required to use the macro with different identifier names. #}\n {% set identifier_var = default_schema + \"_\" + table_identifier + \"_identifier\" %}\n {# Unfortunately the Twitter Organic identifiers were misspelled. As such, we will need to account for this in the model. This will be adjusted in the Twitter Organic package, but to ensure backwards compatibility, this needs to be included. #}\n {% if var(identifier_var, none) is none %} \n {% set identifier_var = default_schema + \"_\" + table_identifier + \"_identifer\" %}\n {% endif %}\n {%- set relation.value=adapter.get_relation(\n database=source(default_schema, table_identifier).database,\n schema=source(default_schema, table_identifier).schema,\n identifier=var(identifier_var, table_identifier)\n ) -%}\n {% endif %}\n{%- set table_exists=relation.value is not none -%}\n\n{%- if table_exists -%}\n select * \n from {{ relation.value }}\n{%- else -%}\n {% if execute and not var('fivetran__remove_empty_table_warnings', false) -%}\n {{ exceptions.warn(\"\\n\\nPlease be aware: The \" ~ table_identifier|upper ~ \" table was not found in your \" ~ default_schema|upper ~ \" schema(s). The Fivetran dbt package will create a completely empty \" ~ table_identifier|upper ~ \" staging model as to not break downstream transformations. To turn off these warnings, set the `fivetran__remove_empty_table_warnings` variable to TRUE (see https://github.com/fivetran/dbt_fivetran_utils/tree/releases/v0.4.latest#union_data-source for details).\\n\") }}\n {% endif -%}\n select \n cast(null as {{ dbt.type_string() }}) as _dbt_source_relation\n limit 0\n{%- endif -%}\n{%- endif -%}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt_utils.union_relations", "macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.2744231, "supported_languages": null}, "macro.fivetran_utils.dummy_coalesce_value": {"name": "dummy_coalesce_value", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/dummy_coalesce_value.sql", "original_file_path": "macros/dummy_coalesce_value.sql", "unique_id": "macro.fivetran_utils.dummy_coalesce_value", "macro_sql": "{% macro dummy_coalesce_value(column) %}\n\n{% set coalesce_value = {\n 'STRING': \"'DUMMY_STRING'\",\n 'BOOLEAN': 'null',\n 'INT': 999999999,\n 'FLOAT': 999999999.99,\n 'TIMESTAMP': 'cast(\"2099-12-31\" as timestamp)',\n 'DATE': 'cast(\"2099-12-31\" as date)',\n} %}\n\n{% if column.is_float() %}\n{{ return(coalesce_value['FLOAT']) }}\n\n{% elif column.is_numeric() %}\n{{ return(coalesce_value['INT']) }}\n\n{% elif column.is_string() %}\n{{ return(coalesce_value['STRING']) }}\n\n{% elif column.data_type|lower == 'boolean' %}\n{{ return(coalesce_value['BOOLEAN']) }}\n\n{% elif 'timestamp' in column.data_type|lower %}\n{{ return(coalesce_value['TIMESTAMP']) }}\n\n{% elif 'date' in column.data_type|lower %}\n{{ return(coalesce_value['DATE']) }}\n\n{% elif 'int' in column.data_type|lower %}\n{{ return(coalesce_value['INT']) }}\n\n{% endif %}\n\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.275739, "supported_languages": null}, "macro.fivetran_utils.extract_url_parameter": {"name": "extract_url_parameter", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/extract_url_parameter.sql", "original_file_path": "macros/extract_url_parameter.sql", "unique_id": "macro.fivetran_utils.extract_url_parameter", "macro_sql": "{% macro extract_url_parameter(field, url_parameter) -%}\n\n{{ adapter.dispatch('extract_url_parameter', 'fivetran_utils') (field, url_parameter) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__extract_url_parameter"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.276054, "supported_languages": null}, "macro.fivetran_utils.default__extract_url_parameter": {"name": "default__extract_url_parameter", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/extract_url_parameter.sql", "original_file_path": "macros/extract_url_parameter.sql", "unique_id": "macro.fivetran_utils.default__extract_url_parameter", "macro_sql": "{% macro default__extract_url_parameter(field, url_parameter) -%}\n\n{{ dbt_utils.get_url_parameter(field, url_parameter) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.get_url_parameter"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.276192, "supported_languages": null}, "macro.fivetran_utils.spark__extract_url_parameter": {"name": "spark__extract_url_parameter", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/extract_url_parameter.sql", "original_file_path": "macros/extract_url_parameter.sql", "unique_id": "macro.fivetran_utils.spark__extract_url_parameter", "macro_sql": "{% macro spark__extract_url_parameter(field, url_parameter) -%}\n\n{%- set formatted_url_parameter = \"'\" + url_parameter + \"=([^&]+)'\" -%}\nnullif(regexp_extract({{ field }}, {{ formatted_url_parameter }}, 1), '')\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.276372, "supported_languages": null}, "macro.fivetran_utils.wrap_in_quotes": {"name": "wrap_in_quotes", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/wrap_in_quotes.sql", "original_file_path": "macros/wrap_in_quotes.sql", "unique_id": "macro.fivetran_utils.wrap_in_quotes", "macro_sql": "{%- macro wrap_in_quotes(object_to_quote) -%}\n\n{{ return(adapter.dispatch('wrap_in_quotes', 'fivetran_utils')(object_to_quote)) }}\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.fivetran_utils.postgres__wrap_in_quotes"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.27669, "supported_languages": null}, "macro.fivetran_utils.default__wrap_in_quotes": {"name": "default__wrap_in_quotes", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/wrap_in_quotes.sql", "original_file_path": "macros/wrap_in_quotes.sql", "unique_id": "macro.fivetran_utils.default__wrap_in_quotes", "macro_sql": "{%- macro default__wrap_in_quotes(object_to_quote) -%}\n{# bigquery, spark, databricks #}\n `{{ object_to_quote }}`\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.2767968, "supported_languages": null}, "macro.fivetran_utils.snowflake__wrap_in_quotes": {"name": "snowflake__wrap_in_quotes", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/wrap_in_quotes.sql", "original_file_path": "macros/wrap_in_quotes.sql", "unique_id": "macro.fivetran_utils.snowflake__wrap_in_quotes", "macro_sql": "{%- macro snowflake__wrap_in_quotes(object_to_quote) -%}\n \"{{ object_to_quote | upper }}\"\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.276907, "supported_languages": null}, "macro.fivetran_utils.redshift__wrap_in_quotes": {"name": "redshift__wrap_in_quotes", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/wrap_in_quotes.sql", "original_file_path": "macros/wrap_in_quotes.sql", "unique_id": "macro.fivetran_utils.redshift__wrap_in_quotes", "macro_sql": "{%- macro redshift__wrap_in_quotes(object_to_quote) -%}\n \"{{ object_to_quote }}\"\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.277004, "supported_languages": null}, "macro.fivetran_utils.postgres__wrap_in_quotes": {"name": "postgres__wrap_in_quotes", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/wrap_in_quotes.sql", "original_file_path": "macros/wrap_in_quotes.sql", "unique_id": "macro.fivetran_utils.postgres__wrap_in_quotes", "macro_sql": "{%- macro postgres__wrap_in_quotes(object_to_quote) -%}\n \"{{ object_to_quote }}\"\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.277097, "supported_languages": null}, "macro.fivetran_utils.array_agg": {"name": "array_agg", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/array_agg.sql", "original_file_path": "macros/array_agg.sql", "unique_id": "macro.fivetran_utils.array_agg", "macro_sql": "{% macro array_agg(field_to_agg) -%}\n\n{{ adapter.dispatch('array_agg', 'fivetran_utils') (field_to_agg) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__array_agg"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.277345, "supported_languages": null}, "macro.fivetran_utils.default__array_agg": {"name": "default__array_agg", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/array_agg.sql", "original_file_path": "macros/array_agg.sql", "unique_id": "macro.fivetran_utils.default__array_agg", "macro_sql": "{% macro default__array_agg(field_to_agg) %}\n array_agg({{ field_to_agg }})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.277441, "supported_languages": null}, "macro.fivetran_utils.redshift__array_agg": {"name": "redshift__array_agg", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/array_agg.sql", "original_file_path": "macros/array_agg.sql", "unique_id": "macro.fivetran_utils.redshift__array_agg", "macro_sql": "{% macro redshift__array_agg(field_to_agg) %}\n listagg({{ field_to_agg }}, ',')\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.277537, "supported_languages": null}, "macro.fivetran_utils.empty_variable_warning": {"name": "empty_variable_warning", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/empty_variable_warning.sql", "original_file_path": "macros/empty_variable_warning.sql", "unique_id": "macro.fivetran_utils.empty_variable_warning", "macro_sql": "{% macro empty_variable_warning(variable, downstream_model) %}\n\n{% if not var(variable) %}\n{{ log(\n \"\"\"\n Warning: You have passed an empty list to the \"\"\" ~ variable ~ \"\"\".\n As a result, you won't see the history of any columns in the \"\"\" ~ downstream_model ~ \"\"\" model.\n \"\"\",\n info=True\n) }}\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.277911, "supported_languages": null}, "macro.fivetran_utils.enabled_vars_one_true": {"name": "enabled_vars_one_true", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/enabled_vars_one_true.sql", "original_file_path": "macros/enabled_vars_one_true.sql", "unique_id": "macro.fivetran_utils.enabled_vars_one_true", "macro_sql": "{% macro enabled_vars_one_true(vars) %}\n\n{% for v in vars %}\n \n {% if var(v, False) == True %}\n {{ return(True) }}\n {% endif %}\n\n{% endfor %}\n\n{{ return(False) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.27828, "supported_languages": null}, "macro.fivetran_log.get_log_columns": {"name": "get_log_columns", "resource_type": "macro", "package_name": "fivetran_log", "path": "macros/get_log_columns.sql", "original_file_path": "macros/get_log_columns.sql", "unique_id": "macro.fivetran_log.get_log_columns", "macro_sql": "{% macro get_log_columns() %}\n\n{% set columns = [\n {\"name\": \"_fivetran_synced\", \"datatype\": dbt.type_timestamp()},\n {\"name\": \"connector_id\", \"datatype\": dbt.type_string()},\n {\"name\": \"event\", \"datatype\": dbt.type_string()},\n {\"name\": \"id\", \"datatype\": dbt.type_string()},\n {\"name\": \"message_data\", \"datatype\": dbt.type_string()},\n {\"name\": \"message_event\", \"datatype\": dbt.type_string()},\n {\"name\": \"sync_id\", \"datatype\": dbt.type_string()},\n {\"name\": \"time_stamp\", \"datatype\": dbt.type_timestamp()},\n {\"name\": \"transformation_id\", \"datatype\": dbt.type_string()}\n] %}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_timestamp", "macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.279362, "supported_languages": null}, "macro.fivetran_log.get_connector_columns": {"name": "get_connector_columns", "resource_type": "macro", "package_name": "fivetran_log", "path": "macros/get_connector_columns.sql", "original_file_path": "macros/get_connector_columns.sql", "unique_id": "macro.fivetran_log.get_connector_columns", "macro_sql": "{% macro get_connector_columns() %}\n\n{% set columns = [\n {\"name\": \"_fivetran_deleted\", \"datatype\": dbt.type_boolean()},\n {\"name\": \"_fivetran_synced\", \"datatype\": dbt.type_timestamp()},\n {\"name\": \"connecting_user_id\", \"datatype\": dbt.type_string()},\n {\"name\": \"connector_id\", \"datatype\": dbt.type_string()},\n {\"name\": \"connector_name\", \"datatype\": dbt.type_string()},\n {\"name\": \"connector_type\", \"datatype\": dbt.type_string()},\n {\"name\": \"connector_type_id\", \"datatype\": dbt.type_string()},\n {\"name\": \"destination_id\", \"datatype\": dbt.type_string()},\n {\"name\": \"paused\", \"datatype\": dbt.type_boolean()},\n {\"name\": \"service_version\", \"datatype\": dbt.type_int()},\n {\"name\": \"signed_up\", \"datatype\": dbt.type_timestamp()}\n] %}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_boolean", "macro.dbt.type_timestamp", "macro.dbt.type_string", "macro.dbt.type_int"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.280549, "supported_languages": null}, "macro.fivetran_log.fivetran_log_json_parse": {"name": "fivetran_log_json_parse", "resource_type": "macro", "package_name": "fivetran_log", "path": "macros/fivetran_log_json_parse.sql", "original_file_path": "macros/fivetran_log_json_parse.sql", "unique_id": "macro.fivetran_log.fivetran_log_json_parse", "macro_sql": "{% macro fivetran_log_json_parse(string, string_path) -%}\n\n{{ adapter.dispatch('fivetran_log_json_parse', 'fivetran_log') (string, string_path) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_log.postgres__fivetran_log_json_parse"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.281478, "supported_languages": null}, "macro.fivetran_log.default__fivetran_log_json_parse": {"name": "default__fivetran_log_json_parse", "resource_type": "macro", "package_name": "fivetran_log", "path": "macros/fivetran_log_json_parse.sql", "original_file_path": "macros/fivetran_log_json_parse.sql", "unique_id": "macro.fivetran_log.default__fivetran_log_json_parse", "macro_sql": "{% macro default__fivetran_log_json_parse(string, string_path) %}\n\n {{ fivetran_utils.json_parse(string=string, string_path=string_path) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.json_parse"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.281635, "supported_languages": null}, "macro.fivetran_log.snowflake__fivetran_log_json_parse": {"name": "snowflake__fivetran_log_json_parse", "resource_type": "macro", "package_name": "fivetran_log", "path": "macros/fivetran_log_json_parse.sql", "original_file_path": "macros/fivetran_log_json_parse.sql", "unique_id": "macro.fivetran_log.snowflake__fivetran_log_json_parse", "macro_sql": "{% macro snowflake__fivetran_log_json_parse(string, string_path) %}\n\n try_parse_json({{ string }}) {%- for s in string_path -%}{% if s is number %}[{{ s }}]{% else %}['{{ s }}']{% endif %}{%- endfor -%}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.281881, "supported_languages": null}, "macro.fivetran_log.redshift__fivetran_log_json_parse": {"name": "redshift__fivetran_log_json_parse", "resource_type": "macro", "package_name": "fivetran_log", "path": "macros/fivetran_log_json_parse.sql", "original_file_path": "macros/fivetran_log_json_parse.sql", "unique_id": "macro.fivetran_log.redshift__fivetran_log_json_parse", "macro_sql": "{% macro redshift__fivetran_log_json_parse(string, string_path) %}\n\n json_extract_path_text(\n {{ string }}, \n {%- for s in string_path -%}'{{ s }}'{%- if not loop.last -%},{%- endif -%}{%- endfor -%}, \n true ) -- this flag sets null_if_invalid=true\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.282109, "supported_languages": null}, "macro.fivetran_log.postgres__fivetran_log_json_parse": {"name": "postgres__fivetran_log_json_parse", "resource_type": "macro", "package_name": "fivetran_log", "path": "macros/fivetran_log_json_parse.sql", "original_file_path": "macros/fivetran_log_json_parse.sql", "unique_id": "macro.fivetran_log.postgres__fivetran_log_json_parse", "macro_sql": "{% macro postgres__fivetran_log_json_parse(string, string_path) %}\n\n case when {{ string }} ~ '^\\s*[\\{].*[\\}]?\\s*$' -- Postgres has no native json check, so this will check the string for indicators of a JSON object\n then {{ string }}::json #>> '{ {%- for s in string_path -%}{{ s }}{%- if not loop.last -%},{%- endif -%}{%- endfor -%} }'\n else null end\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.282353, "supported_languages": null}, "macro.fivetran_log.sqlserver__fivetran_log_json_parse": {"name": "sqlserver__fivetran_log_json_parse", "resource_type": "macro", "package_name": "fivetran_log", "path": "macros/fivetran_log_json_parse.sql", "original_file_path": "macros/fivetran_log_json_parse.sql", "unique_id": "macro.fivetran_log.sqlserver__fivetran_log_json_parse", "macro_sql": "{% macro sqlserver__fivetran_log_json_parse(string, string_path) %}\n\n case when isjson({{ string }}) = 1 -- check if json string is valid\n then json_value({{ string }}, '$.{%- for s in string_path -%}{{ s }}{%- if not loop.last -%}.{%- endif -%}{%- endfor -%} ')\n else null end\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.2825909, "supported_languages": null}, "macro.fivetran_log.fivetran_log_lookback": {"name": "fivetran_log_lookback", "resource_type": "macro", "package_name": "fivetran_log", "path": "macros/fivetran_log_lookback.sql", "original_file_path": "macros/fivetran_log_lookback.sql", "unique_id": "macro.fivetran_log.fivetran_log_lookback", "macro_sql": "{% macro fivetran_log_lookback(from_date, datepart='day', interval=7, default_start_date='2010-01-01') %}\n\n{{ adapter.dispatch('fivetran_log_lookback', 'fivetran_log') (from_date, datepart='day', interval=7, default_start_date='2010-01-01') }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_log.default__fivetran_log_lookback"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.283294, "supported_languages": null}, "macro.fivetran_log.default__fivetran_log_lookback": {"name": "default__fivetran_log_lookback", "resource_type": "macro", "package_name": "fivetran_log", "path": "macros/fivetran_log_lookback.sql", "original_file_path": "macros/fivetran_log_lookback.sql", "unique_id": "macro.fivetran_log.default__fivetran_log_lookback", "macro_sql": "{% macro default__fivetran_log_lookback(from_date, datepart='day', interval=7, default_start_date='2010-01-01') %}\n\n coalesce(\n (select {{ dbt.dateadd(datepart=datepart, interval=-interval, from_date_or_timestamp=from_date) }} \n from {{ this }}), \n {{ \"'\" ~ default_start_date ~ \"'\" }}\n )\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.dateadd"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.2835982, "supported_languages": null}, "macro.fivetran_log.bigquery__fivetran_log_lookback": {"name": "bigquery__fivetran_log_lookback", "resource_type": "macro", "package_name": "fivetran_log", "path": "macros/fivetran_log_lookback.sql", "original_file_path": "macros/fivetran_log_lookback.sql", "unique_id": "macro.fivetran_log.bigquery__fivetran_log_lookback", "macro_sql": "{% macro bigquery__fivetran_log_lookback(from_date, datepart='day', interval=7, default_start_date='2010-01-01') %}\n\n -- Capture the latest timestamp in a call statement instead of a subquery for optimizing BQ costs on incremental runs\n {%- call statement('date_agg', fetch_result=True) -%}\n select {{ from_date }} from {{ this }}\n {%- endcall -%}\n\n -- load the result from the above query into a new variable\n {%- set query_result = load_result('date_agg') -%}\n\n -- the query_result is stored as a dataframe. Therefore, we want to now store it as a singular value.\n {%- set date_agg = query_result['data'][0][0] %}\n\n coalesce(\n {{ dbt.dateadd(datepart='day', interval=-7, from_date_or_timestamp=\"'\" ~ date_agg ~ \"'\") }}, \n {{ \"'\" ~ default_start_date ~ \"'\" }}\n )\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.dateadd"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.284179, "supported_languages": null}, "macro.fivetran_log.does_table_exist": {"name": "does_table_exist", "resource_type": "macro", "package_name": "fivetran_log", "path": "macros/does_table_exist.sql", "original_file_path": "macros/does_table_exist.sql", "unique_id": "macro.fivetran_log.does_table_exist", "macro_sql": "{%- macro does_table_exist(table_name) -%}\n {%- if execute -%} -- returns true when dbt is in execute mode\n {%- set ns = namespace(has_table=false) -%} -- declare boolean namespace and default value \n {%- for node in graph.sources.values() -%} -- grab sources from the dictionary of nodes \n -- call the database for the matching table\n {%- if node.name | lower == table_name | lower -%} \n {%- set source_relation = adapter.get_relation(\n database=node.database,\n schema=node.schema,\n identifier=node.identifier ) -%} \n {% endif %}\n {%- if source_relation == None -%} \n {{ return(False) }} -- return false if relation identified by the database.schema.identifier does not exist for the given table name\n {% endif %}\n {%- endfor -%}\n {{ return(True) }}\n {%- endif -%} \n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.285057, "supported_languages": null}, "macro.fivetran_log.is_databricks_sql_warehouse": {"name": "is_databricks_sql_warehouse", "resource_type": "macro", "package_name": "fivetran_log", "path": "macros/is_databricks_sql_warehouse.sql", "original_file_path": "macros/is_databricks_sql_warehouse.sql", "unique_id": "macro.fivetran_log.is_databricks_sql_warehouse", "macro_sql": "{% macro is_databricks_sql_warehouse(target) %}\n {% if target.type in ('databricks') %}\n {% set re = modules.re %}\n {% set path_match = target.http_path %}\n {% set regex_pattern = \"sql/.+/warehouses/\" %}\n {% set match_result = re.search(regex_pattern, path_match) %}\n {% if match_result %}\n {{ return(True) }}\n {% else %}\n {{ return(False) }}\n {% endif %}\n {% else %}\n {{ return(False) }}\n {% endif %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1712667568.285752, "supported_languages": null}}, "docs": {"doc.dbt.__overview__": {"name": "__overview__", "resource_type": "doc", "package_name": "dbt", "path": "overview.md", "original_file_path": "docs/overview.md", "unique_id": "doc.dbt.__overview__", "block_contents": "### Welcome!\n\nWelcome to the auto-generated documentation for your dbt project!\n\n### Navigation\n\nYou can use the `Project` and `Database` navigation tabs on the left side of the window to explore the models\nin your project.\n\n#### Project Tab\nThe `Project` tab mirrors the directory structure of your dbt project. In this tab, you can see all of the\nmodels defined in your dbt project, as well as models imported from dbt packages.\n\n#### Database Tab\nThe `Database` tab also exposes your models, but in a format that looks more like a database explorer. This view\nshows relations (tables and views) grouped into database schemas. Note that ephemeral models are _not_ shown\nin this interface, as they do not exist in the database.\n\n### Graph Exploration\nYou can click the blue icon on the bottom-right corner of the page to view the lineage graph of your models.\n\nOn model pages, you'll see the immediate parents and children of the model you're exploring. By clicking the `Expand`\nbutton at the top-right of this lineage pane, you'll be able to see all of the models that are used to build,\nor are built from, the model you're exploring.\n\nOnce expanded, you'll be able to use the `--select` and `--exclude` model selection syntax to filter the\nmodels in the graph. For more information on model selection, check out the [dbt docs](https://docs.getdbt.com/docs/model-selection-syntax).\n\nNote that you can also right-click on models to interactively filter and explore the graph.\n\n---\n\n### More information\n\n- [What is dbt](https://docs.getdbt.com/docs/introduction)?\n- Read the [dbt viewpoint](https://docs.getdbt.com/docs/viewpoint)\n- [Installation](https://docs.getdbt.com/docs/installation)\n- Join the [dbt Community](https://www.getdbt.com/community/) for questions and discussion"}}, "exposures": {}, "metrics": {}, "groups": {}, "selectors": {}, "disabled": {}, "parent_map": {"seed.fivetran_log_integration_tests.log": [], "seed.fivetran_log_integration_tests.destination_membership": [], "seed.fivetran_log_integration_tests.credits_used": [], "seed.fivetran_log_integration_tests.destination": [], "seed.fivetran_log_integration_tests.connector": [], "seed.fivetran_log_integration_tests.user": [], "seed.fivetran_log_integration_tests.account": 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{"database": "postgres", "schema": "33_fivetran_platform_integration_tests", "name": "usage_cost", "resource_type": "seed", "package_name": "fivetran_log_integration_tests", "path": "usage_cost.csv", "original_file_path": "seeds/usage_cost.csv", "unique_id": "seed.fivetran_log_integration_tests.usage_cost", "fqn": ["fivetran_log_integration_tests", "usage_cost"], "alias": "usage_cost", "checksum": {"name": "sha256", "checksum": "4a715062a135c7626241ad1be0d4a7b7a17ca2d171517152a72fc92d9fd7b5ad"}, "config": {"enabled": true, "alias": null, "schema": null, "database": null, "tags": [], "meta": {}, "group": null, "materialized": "seed", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {"_fivetran_synced": "timestamp"}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": 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"seed.fivetran_log_integration_tests.incremental_mar", "fqn": ["fivetran_log_integration_tests", "incremental_mar"], "alias": "incremental_mar", "checksum": {"name": "sha256", "checksum": "9fc1a1cb7e48aaf0ddcd5257fc7a848030c9ac708a65290b0191af35f4f4a276"}, "config": {"enabled": true, "alias": null, "schema": null, "database": null, "tags": [], "meta": {}, "group": null, "materialized": "seed", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {"_fivetran_synced": "timestamp", "measured_date": "timestamp", "incremental_rows": "bigint"}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "delimiter": ",", "quote_columns": null}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"column_types": {"measured_date": "{{ 'datetime2' if target.type == 'sqlserver' else 'timestamp' }}", "incremental_rows": "{{ 'int64' if target.type == 'bigquery' else 'bigint' }}"}}, "created_at": 1715413884.908607, "relation_name": "\"postgres\".\"33_fivetran_platform_integration_tests\".\"incremental_mar\"", "raw_code": "", "root_path": "/Users/catherinefritz/Documents/dbt_packages/fivetran_log/dbt_fivetran_log/integration_tests", "depends_on": {"macros": []}}, "model.fivetran_log.fivetran_platform__schema_changelog": {"database": "postgres", "schema": "33_fivetran_platform_integration_tests_fivetran_platform", "name": "fivetran_platform__schema_changelog", "resource_type": "model", "package_name": "fivetran_log", "path": "fivetran_platform__schema_changelog.sql", "original_file_path": "models/fivetran_platform__schema_changelog.sql", "unique_id": "model.fivetran_log.fivetran_platform__schema_changelog", "fqn": ["fivetran_log", "fivetran_platform__schema_changelog"], "alias": "fivetran_platform__schema_changelog", "checksum": {"name": "sha256", "checksum": "175952bce8d62f0f326e5f0883fadafd99880a586a7afe0cce53e102a3bc0bb2"}, "config": {"enabled": true, "alias": null, "schema": "fivetran_platform", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Table capturing information around each kind of schema change made to a connector. Schema changes include altering and creating tables, changing the schema configuration, and creating schemas. \n", "columns": {"connector_id": {"name": "connector_id", "description": "System generated unique ID of the connector.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "connector_name": {"name": "connector_name", "description": "Name of the connector whose schema was changed.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "destination_id": {"name": "destination_id", "description": "Foreign key referencing the `destination` warehouse that the connector data is loaded into.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "destination_name": {"name": "destination_name", "description": "Name of the destination that the table is being written to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "created_at": {"name": "created_at", "description": "Timestamp of when the schema was changed.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "event_subtype": {"name": "event_subtype", "description": "Type of schema change event. One of 'alter_table', 'create_table', 'change_schema_config', 'create_schema'.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "message_data": {"name": "message_data", "description": "The details of the event in JSON format.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "table_name": {"name": "table_name", "description": "Name of the table, if a table is being altered or created.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "schema_name": {"name": "schema_name", "description": "Name of the schema, if a schema or table is being created.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "fivetran_log://models/fivetran_platform.yml", "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "{{ 'sqlw_tests' if target.name == 'databricks-sql' else 'fivetran_platform' }}"}, "created_at": 1715413885.261096, "relation_name": "\"postgres\".\"33_fivetran_platform_integration_tests_fivetran_platform\".\"fivetran_platform__schema_changelog\"", "raw_code": "with schema_changes as (\n\n select *\n from {{ ref('stg_fivetran_platform__log') }}\n\n where event_subtype in ('create_table', 'alter_table', 'create_schema', 'change_schema_config')\n),\n\nconnector as (\n\n select *\n from {{ ref('fivetran_platform__connector_status') }}\n),\n\nadd_connector_info as (\n\n select \n schema_changes.*,\n connector.connector_name,\n connector.destination_id,\n connector.destination_name\n\n from schema_changes join connector \n on schema_changes.connector_id = connector.connector_id\n),\n\nfinal as (\n\n select\n connector_id,\n connector_name,\n destination_id,\n destination_name,\n created_at,\n event_subtype,\n message_data,\n\n case \n when event_subtype = 'alter_table' then {{ fivetran_log.fivetran_log_json_parse(string='message_data', string_path=['table']) }} \n when event_subtype = 'create_table' then {{ fivetran_log.fivetran_log_json_parse(string='message_data', string_path=['name']) }}\n else null end as table_name,\n\n case \n when event_subtype = 'create_schema' or event_subtype = 'create_table' then {{ fivetran_log.fivetran_log_json_parse(string='message_data', string_path=['schema']) }}\n else null end as schema_name\n \n from add_connector_info\n)\n\nselect * from final", "language": "sql", "refs": [{"name": "stg_fivetran_platform__log", "package": null, "version": null}, {"name": "fivetran_platform__connector_status", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.fivetran_log.fivetran_log_json_parse"], "nodes": ["model.fivetran_log.stg_fivetran_platform__log", "model.fivetran_log.fivetran_platform__connector_status"]}, "compiled_path": "target/compiled/fivetran_log/models/fivetran_platform__schema_changelog.sql", "compiled": true, "compiled_code": "with schema_changes as (\n\n select *\n from \"postgres\".\"33_fivetran_platform_integration_tests_fivetran_platform\".\"stg_fivetran_platform__log\"\n\n where event_subtype in ('create_table', 'alter_table', 'create_schema', 'change_schema_config')\n),\n\nconnector as (\n\n select *\n from \"postgres\".\"33_fivetran_platform_integration_tests_fivetran_platform\".\"fivetran_platform__connector_status\"\n),\n\nadd_connector_info as (\n\n select \n schema_changes.*,\n connector.connector_name,\n connector.destination_id,\n connector.destination_name\n\n from schema_changes join connector \n on schema_changes.connector_id = connector.connector_id\n),\n\nfinal as (\n\n select\n connector_id,\n connector_name,\n destination_id,\n destination_name,\n created_at,\n event_subtype,\n message_data,\n\n case \n when event_subtype = 'alter_table' then \n\n case when message_data ~ '^\\s*[\\{].*[\\}]?\\s*$' -- Postgres has no native json check, so this will check the string for indicators of a JSON object\n then message_data::jsonb #>> '{table}'\n else null end\n\n \n when event_subtype = 'create_table' then \n\n case when message_data ~ '^\\s*[\\{].*[\\}]?\\s*$' -- Postgres has no native json check, so this will check the string for indicators of a JSON object\n then message_data::jsonb #>> '{name}'\n else null end\n\n\n else null end as table_name,\n\n case \n when event_subtype = 'create_schema' or event_subtype = 'create_table' then \n\n case when message_data ~ '^\\s*[\\{].*[\\}]?\\s*$' -- Postgres has no native json check, so this will check the string for indicators of a JSON object\n then message_data::jsonb #>> '{schema}'\n else null end\n\n\n else null end as schema_name\n \n from add_connector_info\n)\n\nselect * from final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.fivetran_log.fivetran_platform__connector_daily_events": {"database": "postgres", "schema": "33_fivetran_platform_integration_tests_fivetran_platform", "name": "fivetran_platform__connector_daily_events", "resource_type": "model", "package_name": "fivetran_log", "path": "fivetran_platform__connector_daily_events.sql", "original_file_path": "models/fivetran_platform__connector_daily_events.sql", "unique_id": "model.fivetran_log.fivetran_platform__connector_daily_events", "fqn": ["fivetran_log", "fivetran_platform__connector_daily_events"], "alias": "fivetran_platform__connector_daily_events", "checksum": {"name": "sha256", "checksum": "8550bb008cce0a00195f9fb569341c089cdc76f0b3631677aa946058bdf03727"}, "config": {"enabled": true, "alias": null, "schema": "fivetran_platform", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Table of each connector's daily history of the quantity of api calls, schema changes, and records modified, starting at the connector's setup date. \n", "columns": {"connector_id": {"name": "connector_id", "description": "System generated unique ID of the connector.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "connector_name": {"name": "connector_name", "description": "Name of the connector.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "connector_type": {"name": "connector_type", "description": "The kind of connector (ie google sheets, webhooks).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "destination_id": {"name": "destination_id", "description": "Foreign key referencing the `destination` warehouse that the connector data is loaded into.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "destination_name": {"name": "destination_name", "description": "Name of the destination loading data from this connector.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "Date on which the number of api calls for the connector is measured.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "count_api_calls": {"name": "count_api_calls", "description": "The number of api call events logged for this connector on this day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "count_record_modifications": {"name": "count_record_modifications", "description": "The sum of all records modified (includes updates, inserts, and deletes).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "count_schema_changes": {"name": "count_schema_changes", "description": "The number of schema change events for this connector.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "fivetran_log://models/fivetran_platform.yml", "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "{{ 'sqlw_tests' if target.name == 'databricks-sql' else 'fivetran_platform' }}"}, "created_at": 1715413885.258317, "relation_name": "\"postgres\".\"33_fivetran_platform_integration_tests_fivetran_platform\".\"fivetran_platform__connector_daily_events\"", "raw_code": "-- depends_on: {{ var('connector') }}\n\nwith connector as (\n \n select * \n from {{ ref('fivetran_platform__connector_status') }}\n),\n\n-- grab api calls, schema changes, and record modifications\nlog_events as (\n\n select \n connector_id,\n cast( {{ dbt.date_trunc('day', 'created_at') }} as date) as date_day,\n case \n when event_subtype in ('create_table', 'alter_table', 'create_schema', 'change_schema_config') then 'schema_change' \n else event_subtype end as event_subtype,\n\n sum(case when event_subtype = 'records_modified' then cast( {{ fivetran_log.fivetran_log_json_parse(string='message_data', string_path=['count']) }} as {{ dbt.type_bigint()}} )\n else 1 end) as count_events \n\n from {{ ref('stg_fivetran_platform__log') }}\n\n where event_subtype in ('api_call', \n 'records_modified', \n 'create_table', 'alter_table', 'create_schema', 'change_schema_config') -- all schema changes\n \n and connector_id is not null\n\n group by connector_id, cast( {{ dbt.date_trunc('day', 'created_at') }} as date), event_subtype\n),\n\npivot_out_events as (\n\n select\n connector_id,\n date_day,\n max(case when event_subtype = 'api_call' then count_events else 0 end) as count_api_calls,\n max(case when event_subtype = 'records_modified' then count_events else 0 end) as count_record_modifications,\n max(case when event_subtype = 'schema_change' then count_events else 0 end) as count_schema_changes\n\n from log_events\n group by connector_id, date_day\n), \n\nconnector_event_counts as (\n\n select\n pivot_out_events.date_day,\n pivot_out_events.count_api_calls,\n pivot_out_events.count_record_modifications,\n pivot_out_events.count_schema_changes,\n connector.connector_name,\n connector.connector_id,\n connector.connector_type,\n connector.destination_name,\n connector.destination_id,\n connector.set_up_at\n from\n connector left join pivot_out_events \n on pivot_out_events.connector_id = connector.connector_id\n),\n\nspine as (\n\n {% if execute %}\n {% set first_date_query %}\n select min( signed_up ) as min_date from {{ var('connector') }}\n {% endset %}\n {% set first_date = run_query(first_date_query).columns[0][0]|string %}\n \n {% else %} {% set first_date = \"2016-01-01\" %}\n {% endif %}\n\n select \n cast(date_day as date) as date_day\n from (\n {{ fivetran_utils.fivetran_date_spine(\n datepart = \"day\", \n start_date = \"cast('\" ~ first_date[0:10] ~ \"' as date)\", \n end_date = dbt.dateadd(\"week\", 1, dbt.date_trunc('day', dbt.current_timestamp_backcompat() if target.type != 'sqlserver' else dbt.current_timestamp())) \n ) \n }} \n ) as date_spine\n),\n\nconnector_event_history as (\n\n select\n spine.date_day,\n connector_event_counts.connector_name,\n connector_event_counts.connector_id,\n connector_event_counts.connector_type,\n connector_event_counts.destination_name,\n connector_event_counts.destination_id,\n max(case \n when spine.date_day = connector_event_counts.date_day then connector_event_counts.count_api_calls\n else 0\n end) as count_api_calls,\n max(case \n when spine.date_day = connector_event_counts.date_day then connector_event_counts.count_record_modifications\n else 0\n end) as count_record_modifications,\n max(case \n when spine.date_day = connector_event_counts.date_day then connector_event_counts.count_schema_changes\n else 0\n end) as count_schema_changes\n from\n spine join connector_event_counts\n on spine.date_day >= cast({{ dbt.date_trunc('day', 'cast(connector_event_counts.set_up_at as date)') }} as date)\n\n group by spine.date_day, connector_name, connector_id, connector_type, destination_name, destination_id\n),\n\n-- now rejoin spine to get a complete calendar\njoin_event_history as (\n \n select\n spine.date_day,\n connector_event_history.connector_name,\n connector_event_history.connector_id,\n connector_event_history.connector_type,\n connector_event_history.destination_name,\n connector_event_history.destination_id,\n max(connector_event_history.count_api_calls) as count_api_calls,\n max(connector_event_history.count_record_modifications) as count_record_modifications,\n max(connector_event_history.count_schema_changes) as count_schema_changes\n\n from\n spine left join connector_event_history\n on spine.date_day = connector_event_history.date_day\n\n group by spine.date_day, connector_name, connector_id, connector_type, destination_name, destination_id\n),\n\nfinal as (\n\n select *\n from join_event_history\n\n where date_day <= cast({{ dbt.current_timestamp_backcompat() if target.type != 'sqlserver' else dbt.current_timestamp() }} as date)\n)\n\nselect *\nfrom final", "language": "sql", "refs": [{"name": "fivetran_platform__connector_status", "package": null, "version": null}, {"name": "stg_fivetran_platform__log", "package": null, "version": null}], "sources": [["fivetran_platform", "connector"]], "metrics": [], "depends_on": {"macros": ["macro.dbt.date_trunc", "macro.fivetran_log.fivetran_log_json_parse", "macro.dbt.type_bigint", "macro.dbt.current_timestamp_backcompat", "macro.dbt.dateadd", "macro.fivetran_utils.fivetran_date_spine", "macro.dbt.run_query"], "nodes": ["source.fivetran_log.fivetran_platform.connector", "model.fivetran_log.fivetran_platform__connector_status", "model.fivetran_log.stg_fivetran_platform__log"]}, "compiled_path": "target/compiled/fivetran_log/models/fivetran_platform__connector_daily_events.sql", "compiled": true, "compiled_code": "-- depends_on: \"postgres\".\"33_fivetran_platform_integration_tests\".\"connector\"\n\nwith connector as (\n \n select * \n from \"postgres\".\"33_fivetran_platform_integration_tests_fivetran_platform\".\"fivetran_platform__connector_status\"\n),\n\n-- grab api calls, schema changes, and record modifications\nlog_events as (\n\n select \n connector_id,\n cast( date_trunc('day', created_at) as date) as date_day,\n case \n when event_subtype in ('create_table', 'alter_table', 'create_schema', 'change_schema_config') then 'schema_change' \n else event_subtype end as event_subtype,\n\n sum(case when event_subtype = 'records_modified' then cast( \n\n case when message_data ~ '^\\s*[\\{].*[\\}]?\\s*$' -- Postgres has no native json check, so this will check the string for indicators of a JSON object\n then message_data::jsonb #>> '{count}'\n else null end\n\n as bigint )\n else 1 end) as count_events \n\n from \"postgres\".\"33_fivetran_platform_integration_tests_fivetran_platform\".\"stg_fivetran_platform__log\"\n\n where event_subtype in ('api_call', \n 'records_modified', \n 'create_table', 'alter_table', 'create_schema', 'change_schema_config') -- all schema changes\n \n and connector_id is not null\n\n group by connector_id, cast( date_trunc('day', created_at) as date), event_subtype\n),\n\npivot_out_events as (\n\n select\n connector_id,\n date_day,\n max(case when event_subtype = 'api_call' then count_events else 0 end) as count_api_calls,\n max(case when event_subtype = 'records_modified' then count_events else 0 end) as count_record_modifications,\n max(case when event_subtype = 'schema_change' then count_events else 0 end) as count_schema_changes\n\n from log_events\n group by connector_id, date_day\n), \n\nconnector_event_counts as (\n\n select\n pivot_out_events.date_day,\n pivot_out_events.count_api_calls,\n pivot_out_events.count_record_modifications,\n pivot_out_events.count_schema_changes,\n connector.connector_name,\n connector.connector_id,\n connector.connector_type,\n connector.destination_name,\n connector.destination_id,\n connector.set_up_at\n from\n connector left join pivot_out_events \n on pivot_out_events.connector_id = connector.connector_id\n),\n\nspine as (\n\n \n \n \n \n \n\n select \n cast(date_day as date) as date_day\n from (\n \n\n \n\n\n\n\n\nwith rawdata as (\n\n \n\n \n\n with p as (\n select 0 as generated_number union all select 1\n ), unioned as (\n\n select\n\n \n p0.generated_number * power(2, 0)\n + \n \n p1.generated_number * power(2, 1)\n + \n \n p2.generated_number * power(2, 2)\n + \n \n p3.generated_number * power(2, 3)\n + \n \n p4.generated_number * power(2, 4)\n + \n \n p5.generated_number * power(2, 5)\n + \n \n p6.generated_number * power(2, 6)\n + \n \n p7.generated_number * power(2, 7)\n + \n \n p8.generated_number * power(2, 8)\n + \n \n p9.generated_number * power(2, 9)\n + \n \n p10.generated_number * power(2, 10)\n \n \n + 1\n as generated_number\n\n from\n\n \n p as p0\n cross join \n \n p as p1\n cross join \n \n p as p2\n cross join \n \n p as p3\n cross join \n \n p as p4\n cross join \n \n p as p5\n cross join \n \n p as p6\n cross join \n \n p as p7\n cross join \n \n p as p8\n cross join \n \n p as p9\n cross join \n \n p as p10\n \n \n\n )\n\n select *\n from unioned\n where generated_number <= 1884\n order by generated_number\n\n\n\n),\n\nall_periods as (\n\n select (\n \n\n cast('2019-03-22' as date) + ((interval '1 day') * (row_number() over (order by 1) - 1))\n\n\n ) as date_day\n from rawdata\n\n),\n\nfiltered as (\n\n select *\n from all_periods\n where date_day <= \n\n date_trunc('day', \n current_timestamp::timestamp\n) + ((interval '1 week') * (1))\n\n\n\n)\n\nselect * from filtered\n\n\n \n \n ) as date_spine\n),\n\nconnector_event_history as (\n\n select\n spine.date_day,\n connector_event_counts.connector_name,\n connector_event_counts.connector_id,\n connector_event_counts.connector_type,\n connector_event_counts.destination_name,\n connector_event_counts.destination_id,\n max(case \n when spine.date_day = connector_event_counts.date_day then connector_event_counts.count_api_calls\n else 0\n end) as count_api_calls,\n max(case \n when spine.date_day = connector_event_counts.date_day then connector_event_counts.count_record_modifications\n else 0\n end) as count_record_modifications,\n max(case \n when spine.date_day = connector_event_counts.date_day then connector_event_counts.count_schema_changes\n else 0\n end) as count_schema_changes\n from\n spine join connector_event_counts\n on spine.date_day >= cast(date_trunc('day', cast(connector_event_counts.set_up_at as date)) as date)\n\n group by spine.date_day, connector_name, connector_id, connector_type, destination_name, destination_id\n),\n\n-- now rejoin spine to get a complete calendar\njoin_event_history as (\n \n select\n spine.date_day,\n connector_event_history.connector_name,\n connector_event_history.connector_id,\n connector_event_history.connector_type,\n connector_event_history.destination_name,\n connector_event_history.destination_id,\n max(connector_event_history.count_api_calls) as count_api_calls,\n max(connector_event_history.count_record_modifications) as count_record_modifications,\n max(connector_event_history.count_schema_changes) as count_schema_changes\n\n from\n spine left join connector_event_history\n on spine.date_day = connector_event_history.date_day\n\n group by spine.date_day, connector_name, connector_id, connector_type, destination_name, destination_id\n),\n\nfinal as (\n\n select *\n from join_event_history\n\n where date_day <= cast(\n current_timestamp::timestamp\n as date)\n)\n\nselect *\nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.fivetran_log.fivetran_platform__audit_user_activity": {"database": "postgres", "schema": "33_fivetran_platform_integration_tests_fivetran_platform", "name": "fivetran_platform__audit_user_activity", "resource_type": "model", "package_name": "fivetran_log", "path": "fivetran_platform__audit_user_activity.sql", "original_file_path": "models/fivetran_platform__audit_user_activity.sql", "unique_id": "model.fivetran_log.fivetran_platform__audit_user_activity", "fqn": ["fivetran_log", "fivetran_platform__audit_user_activity"], "alias": "fivetran_platform__audit_user_activity", "checksum": {"name": "sha256", "checksum": "2ae5eb7bbe071d0ad3e9a2c91e4153ad139b39fdc7136e93e5adb6b2367823d5"}, "config": {"enabled": true, "alias": null, "schema": "fivetran_platform", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record represents a user-triggered action in your Fivetran instance.This model is intended for audit-trail purposes, as it can be very helpful when trying to trace a user action to a [log event](https://fivetran.com/docs/logs#logeventlist) such as a schema change, sync frequency update, manual update, broken connection, etc.\n", "columns": {"date_day": {"name": "date_day", "description": "Date on which the user action occurred.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "day_name": {"name": "day_name", "description": "Abbreviated weekday name of the date on which this user action occurred (e.g. Mon, Tues, Wed)", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "day_of_month": {"name": "day_of_month", "description": "Day of the month on which this user action occurred (e.g. 2022-03-06 --> 6).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "occurred_at": {"name": "occurred_at", "description": "Timestamp of when the event was logged.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "destination_name": {"name": "destination_name", "description": "UI-facing name of the destination on which the user action was made.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "destination_id": {"name": "destination_id", "description": "Foreign key referencing the `destination` on which the user action was made.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "connector_name": {"name": "connector_name", "description": "Name of the connector that the user acted upon.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "connector_id": {"name": "connector_id", "description": "Foreign key referencing the `connector` that the user acted upon.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "email": {"name": "email", "description": "Account email of the user who triggered the action.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "first_name": {"name": "first_name", "description": "Given name of the user who triggered the action.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "last_name": {"name": "last_name", "description": "Surname of the user who triggered the action.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "user_id": {"name": "user_id", "description": "Foreign key referencing the `user` who triggered the action.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "destination_role": {"name": "destination_role", "description": "The acting user's permissions for this individual destination.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "event_type": {"name": "event_type", "description": "The umbrella event type. Events can be classified as a warning, an error, or just an information log. Typically = 'INFO' for user-triggered actions.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "event_subtype": {"name": "event_subtype", "description": "The routine involved in the log event, defined [here](https://fivetran.com/docs/logs#logevents).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "message_data": {"name": "message_data", "description": "The details of the event in JSON format.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "log_id": {"name": "log_id", "description": "Unique ID of the log record.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "fivetran_log://models/fivetran_platform.yml", "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "{{ 'sqlw_tests' if target.name == 'databricks-sql' else 'fivetran_platform' }}"}, "created_at": 1715413885.26315, "relation_name": "\"postgres\".\"33_fivetran_platform_integration_tests_fivetran_platform\".\"fivetran_platform__audit_user_activity\"", "raw_code": "with logs as (\n\n select \n *,\n {{ fivetran_log.fivetran_log_json_parse(string='message_data', string_path=['actor']) }} as actor_email\n from {{ ref('stg_fivetran_platform__log') }}\n where lower(message_data) like '%actor%'\n),\n\nuser_logs as (\n\n select *\n from logs\n where actor_email is not null \n and lower(actor_email) != 'fivetran'\n),\n\nconnector as (\n\n select *\n from {{ ref('stg_fivetran_platform__connector') }}\n),\n\ndestination as (\n\n select *\n from {{ ref('stg_fivetran_platform__destination') }}\n),\n\n{%- if var('fivetran_platform_using_user', true) %}\nusers as (\n\n select *\n from {{ ref('stg_fivetran_platform__user') }}\n),\n\n {%- if var('fivetran_platform_using_destination_membership', true) %}\n destination_membership as (\n\n select *\n from {{ ref('stg_fivetran_platform__destination_membership') }}\n ),\n {% endif -%}\n\n{% endif -%}\n\nfinal as (\n\n select\n {{ dbt.date_trunc('day', 'user_logs.created_at') }} as date_day,\n \n {% if target.type != 'sqlserver' -%}\n {{ dbt_date.day_name('user_logs.created_at') }} as day_name,\n {{ dbt_date.day_of_month('user_logs.created_at') }} as day_of_month,\n {% else -%} \n format(cast(user_logs.created_at as date), 'ddd') as day_name,\n day(user_logs.created_at) as day_of_month,\n {% endif -%} \n \n user_logs.created_at as occurred_at,\n destination.destination_name,\n destination.destination_id,\n connector.connector_name,\n connector.connector_id,\n user_logs.actor_email as email,\n{%- if var('fivetran_platform_using_user', true) %}\n users.first_name,\n users.last_name,\n users.user_id,\n {%- if var('fivetran_platform_using_destination_membership', true) %}\n destination_membership.destination_role,\n {% endif -%}\n{% endif -%}\n\n user_logs.event_type, -- should always be INFO for user-triggered actions but include just in case\n user_logs.event_subtype,\n user_logs.message_data,\n user_logs.log_id\n\n from user_logs\n left join connector\n on user_logs.connector_id = connector.connector_id\n left join destination\n on connector.destination_id = destination.destination_id\n\n{%- if var('fivetran_platform_using_user', true) %}\n left join users \n on lower(users.email) = lower(user_logs.actor_email)\n\n {%- if var('fivetran_platform_using_destination_membership', true) %}\n left join destination_membership\n on destination.destination_id = destination_membership.destination_id\n and users.user_id = destination_membership.user_id\n\n {% endif -%}\n{% endif -%}\n\n)\n\nselect *\nfrom final", "language": "sql", "refs": [{"name": "stg_fivetran_platform__log", "package": null, "version": null}, {"name": "stg_fivetran_platform__connector", "package": null, "version": null}, {"name": "stg_fivetran_platform__destination", "package": null, "version": null}, {"name": "stg_fivetran_platform__user", "package": null, "version": null}, {"name": "stg_fivetran_platform__destination_membership", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.fivetran_log.fivetran_log_json_parse", "macro.dbt.date_trunc", "macro.dbt_date.day_name", "macro.dbt_date.day_of_month"], "nodes": ["model.fivetran_log.stg_fivetran_platform__log", "model.fivetran_log.stg_fivetran_platform__connector", "model.fivetran_log.stg_fivetran_platform__destination", "model.fivetran_log.stg_fivetran_platform__user", "model.fivetran_log.stg_fivetran_platform__destination_membership"]}, "compiled_path": "target/compiled/fivetran_log/models/fivetran_platform__audit_user_activity.sql", "compiled": true, "compiled_code": "with logs as (\n\n select \n *,\n \n\n case when message_data ~ '^\\s*[\\{].*[\\}]?\\s*$' -- Postgres has no native json check, so this will check the string for indicators of a JSON object\n then message_data::jsonb #>> '{actor}'\n else null end\n\n as actor_email\n from \"postgres\".\"33_fivetran_platform_integration_tests_fivetran_platform\".\"stg_fivetran_platform__log\"\n where lower(message_data) like '%actor%'\n),\n\nuser_logs as (\n\n select *\n from logs\n where actor_email is not null \n and lower(actor_email) != 'fivetran'\n),\n\nconnector as (\n\n select *\n from \"postgres\".\"33_fivetran_platform_integration_tests_fivetran_platform\".\"stg_fivetran_platform__connector\"\n),\n\ndestination as (\n\n select *\n from \"postgres\".\"33_fivetran_platform_integration_tests_fivetran_platform\".\"stg_fivetran_platform__destination\"\n),\nusers as (\n\n select *\n from \"postgres\".\"33_fivetran_platform_integration_tests_fivetran_platform\".\"stg_fivetran_platform__user\"\n),\n destination_membership as (\n\n select *\n from \"postgres\".\"33_fivetran_platform_integration_tests_fivetran_platform\".\"stg_fivetran_platform__destination_membership\"\n ),\n final as (\n\n select\n date_trunc('day', user_logs.created_at) as date_day,\n \n to_char(user_logs.created_at, 'FMDy') as day_name,\n date_part('day', user_logs.created_at) as day_of_month,\n user_logs.created_at as occurred_at,\n destination.destination_name,\n destination.destination_id,\n connector.connector_name,\n connector.connector_id,\n user_logs.actor_email as email,\n users.first_name,\n users.last_name,\n users.user_id,\n destination_membership.destination_role,\n user_logs.event_type, -- should always be INFO for user-triggered actions but include just in case\n user_logs.event_subtype,\n user_logs.message_data,\n user_logs.log_id\n\n from user_logs\n left join connector\n on user_logs.connector_id = connector.connector_id\n left join destination\n on connector.destination_id = destination.destination_id\n left join users \n on lower(users.email) = lower(user_logs.actor_email)\n left join destination_membership\n on destination.destination_id = destination_membership.destination_id\n and users.user_id = destination_membership.user_id\n\n )\n\nselect *\nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.fivetran_log.fivetran_platform__connector_status": {"database": "postgres", "schema": "33_fivetran_platform_integration_tests_fivetran_platform", "name": "fivetran_platform__connector_status", "resource_type": "model", "package_name": "fivetran_log", "path": "fivetran_platform__connector_status.sql", "original_file_path": "models/fivetran_platform__connector_status.sql", "unique_id": "model.fivetran_log.fivetran_platform__connector_status", "fqn": ["fivetran_log", "fivetran_platform__connector_status"], "alias": "fivetran_platform__connector_status", "checksum": {"name": "sha256", "checksum": "a808c8ac9705e031acef99e7c3a4be5ead84f3d84d840a31a2d1e0855e3531f4"}, "config": {"enabled": true, "alias": null, "schema": "fivetran_platform", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Table of each destination's connector and details surrounding its connection and data-sync status.\n", "columns": {"connector_id": {"name": "connector_id", "description": "System generated unique ID of the connector.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "connector_name": {"name": "connector_name", "description": "Name of the connector.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "connector_type": {"name": "connector_type", "description": "The kind of connector (ie google sheets, webhooks).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "destination_id": {"name": "destination_id", "description": "Foreign key referencing the `destination` warehouse that the connector data is loaded into.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "destination_name": {"name": "destination_name", "description": "Name of the destination loading data from this connector.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "connector_health": {"name": "connector_health", "description": "Status of the connector's data flow. Can be `\"broken\"`, `\"deleted\"`, `\"incomplete\"`, `\"connected\"`, `\"paused\"`, `\"initial sync in progress\"`, or `\"priority first sync\"`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "last_successful_sync_completed_at": {"name": "last_successful_sync_completed_at", "description": "Timestamp of when the last sync attempt was completed. This could be either a failure or a successful sync.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "last_sync_started_at": {"name": "last_sync_started_at", "description": "Timestamp of when the last sync was started. Note that if new data comes in after a sync has begun, the new data will not be included in this sync.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "last_sync_completed_at": {"name": "last_sync_completed_at", "description": "Timestamp of when the last sync was completed.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "set_up_at": {"name": "set_up_at", "description": "Timestamp of when the connector was set up.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "number_of_schema_changes_last_month": {"name": "number_of_schema_changes_last_month", "description": "The number of schema changes (creating tables or schemas and altering tables) in the past 30 days.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "number_errors_since_last_completed_sync": {"name": "number_errors_since_last_completed_sync", "description": "Numeric metric indicating the number of error messages raised since the last sync completion.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "number_warnings_since_last_completed_sync": {"name": "number_warnings_since_last_completed_sync", "description": "Numeric metric indicating the number of warning messages raised since the last sync completion.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "fivetran_log://models/fivetran_platform.yml", "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "{{ 'sqlw_tests' if target.name == 'databricks-sql' else 'fivetran_platform' }}"}, "created_at": 1715413885.254138, "relation_name": "\"postgres\".\"33_fivetran_platform_integration_tests_fivetran_platform\".\"fivetran_platform__connector_status\"", "raw_code": "with transformation_removal as (\n\n select \n *,\n case when event_subtype in ('status', 'sync_end')\n then message_data\n else null \n end as filtered_message_data\n from {{ ref('stg_fivetran_platform__log') }}\n where transformation_id is null\n),\n\nparse_json as (\n select\n *,\n {{ fivetran_log.fivetran_log_json_parse(string=\"filtered_message_data\", string_path=[\"status\"]) }} as log_status,\n {{ fivetran_log.fivetran_log_json_parse(string=\"filtered_message_data\", string_path=[\"reason\"]) }} as log_reason\n from transformation_removal\n),\n\nconnector_log as (\n select \n *,\n sum( case when event_subtype in ('sync_start') then 1 else 0 end) over ( partition by connector_id \n order by created_at rows unbounded preceding) as sync_batch_id\n from parse_json\n -- only looking at errors, warnings, and syncs here\n where event_type = 'SEVERE'\n or event_type = 'WARNING'\n or event_subtype like 'sync%'\n or (event_subtype = 'status' \n and log_status = 'RESCHEDULED'\n and log_reason like '%intended behavior%'\n ) -- for priority-first syncs. these should be captured by event_type = 'WARNING' but let's make sure\n or (event_subtype = 'status' \n and log_status = 'SUCCESSFUL'\n )\n -- whole reason is \"We have rescheduled the connector to force flush data from the forward sync into your destination. This is intended behavior and means that the connector is working as expected.\"\n),\n\nschema_changes as (\n\n select\n connector_id,\n count(*) as number_of_schema_changes_last_month\n\n from {{ ref('stg_fivetran_platform__log') }}\n\n where \n {{ dbt.datediff('created_at', dbt.current_timestamp_backcompat() if target.type != 'sqlserver' else dbt.current_timestamp(), 'day') }} <= 30\n and event_subtype in ('create_table', 'alter_table', 'create_schema', 'change_schema_config')\n\n group by connector_id\n\n),\n\nconnector as (\n\n select *\n from {{ ref('stg_fivetran_platform__connector') }}\n\n),\n\ndestination as (\n\n select * \n from {{ ref('stg_fivetran_platform__destination') }}\n),\n\nconnector_metrics as (\n\n select\n connector.connector_id,\n connector.connector_name,\n connector.connector_type,\n connector.destination_id,\n connector.is_paused,\n connector.set_up_at,\n connector.is_deleted,\n max(case when connector_log.event_subtype = 'sync_start' then connector_log.created_at else null end) as last_sync_started_at,\n\n max(case when connector_log.event_subtype = 'sync_end' \n then connector_log.created_at else null end) as last_sync_completed_at,\n\n max(case when connector_log.event_subtype in ('status', 'sync_end')\n and connector_log.log_status = 'SUCCESSFUL'\n then connector_log.created_at else null end) as last_successful_sync_completed_at,\n\n\n max(case when connector_log.event_subtype = 'sync_end' \n then connector_log.sync_batch_id else null end) as last_sync_batch_id,\n\n max(case when connector_log.event_subtype in ('status', 'sync_end')\n and connector_log.log_status = 'RESCHEDULED'\n and connector_log.log_reason like '%intended behavior%'\n then connector_log.created_at else null end) as last_priority_first_sync_completed_at,\n \n\n max(case when connector_log.event_type = 'SEVERE' then connector_log.created_at else null end) as last_error_at,\n\n max(case when connector_log.event_type = 'SEVERE' then connector_log.sync_batch_id else null end) as last_error_batch,\n max(case when event_type = 'WARNING' then connector_log.created_at else null end) as last_warning_at\n\n from connector \n left join connector_log \n on connector_log.connector_id = connector.connector_id\n group by connector.connector_id, connector.connector_name, connector.connector_type, connector.destination_id, connector.is_paused, connector.set_up_at, connector.is_deleted\n),\n\nconnector_health_status as (\n\n select\n *,\n case \n -- connector is deleted\n when is_deleted {{ ' = 1' if target.type == 'sqlserver' }} then 'deleted'\n\n -- connector is paused\n when is_paused {{ ' = 1' if target.type == 'sqlserver' }} then 'paused'\n\n -- a sync has never been attempted\n when last_sync_started_at is null then 'incomplete'\n\n -- a priority-first sync has occurred, but a normal sync has not\n when last_priority_first_sync_completed_at is not null and last_sync_completed_at is null then 'priority first sync'\n\n -- a priority sync has occurred more recently than a normal one (may occurr if the connector has been paused and resumed)\n when last_priority_first_sync_completed_at > last_sync_completed_at then 'priority first sync'\n\n -- a sync has been attempted, but not completed, and it's not due to errors. also a priority-first sync hasn't\n when last_sync_completed_at is null and last_error_at is null then 'initial sync in progress'\n\n -- the last attempted sync had an error\n when last_sync_batch_id = last_error_batch then 'broken'\n\n -- there's never been a successful sync and there have been errors\n when last_sync_completed_at is null and last_error_at is not null then 'broken'\n\n else 'connected' end as connector_health\n\n from connector_metrics\n),\n\n-- Joining with log to grab pertinent error/warning messagees\nconnector_recent_logs as (\n\n select \n connector_health_status.connector_id,\n connector_health_status.connector_name,\n connector_health_status.connector_type,\n connector_health_status.destination_id,\n connector_health_status.connector_health,\n connector_health_status.last_successful_sync_completed_at,\n connector_health_status.last_sync_started_at,\n connector_health_status.last_sync_completed_at,\n connector_health_status.set_up_at,\n connector_log.event_subtype,\n connector_log.event_type,\n connector_log.message_data\n\n from connector_health_status \n left join connector_log \n on connector_log.connector_id = connector_health_status.connector_id\n -- limiting relevance to since the last successful sync completion (if there has been one)\n and connector_log.created_at > coalesce(connector_health_status.last_sync_completed_at, connector_health_status.last_priority_first_sync_completed_at, '2000-01-01') \n -- only looking at errors and warnings (excluding syncs - both normal and priority first)\n and connector_log.event_type != 'INFO' \n -- need to explicitly avoid priority first statuses because they are of event_type WARNING\n and not (connector_log.event_subtype = 'status' \n and connector_log.log_status = 'RESCHEDULED'\n and connector_log.log_reason like '%intended behavior%')\n\n group by -- remove duplicates, need explicit group by for SQL Server\n connector_health_status.connector_id,\n connector_health_status.connector_name,\n connector_health_status.connector_type,\n connector_health_status.destination_id,\n connector_health_status.connector_health,\n connector_health_status.last_successful_sync_completed_at,\n connector_health_status.last_sync_started_at,\n connector_health_status.last_sync_completed_at,\n connector_health_status.set_up_at,\n connector_log.event_subtype,\n connector_log.event_type,\n connector_log.message_data\n),\n\nfinal as (\n\n select\n connector_recent_logs.connector_id,\n connector_recent_logs.connector_name,\n connector_recent_logs.connector_type,\n connector_recent_logs.destination_id,\n destination.destination_name,\n connector_recent_logs.connector_health,\n connector_recent_logs.last_successful_sync_completed_at,\n connector_recent_logs.last_sync_started_at,\n connector_recent_logs.last_sync_completed_at,\n connector_recent_logs.set_up_at,\n coalesce(schema_changes.number_of_schema_changes_last_month, 0) as number_of_schema_changes_last_month,\n count(case when connector_recent_logs.event_type = 'SEVERE' then connector_recent_logs.message_data else null end) as number_errors_since_last_completed_sync,\n count(case when connector_recent_logs.event_type = 'WARNING' then connector_recent_logs.message_data else null end) as number_warnings_since_last_completed_sync\n\n from connector_recent_logs\n left join schema_changes \n on connector_recent_logs.connector_id = schema_changes.connector_id \n\n join destination on destination.destination_id = connector_recent_logs.destination_id\n\n -- need explicit group bys for SQL Server\n group by \n connector_recent_logs.connector_id, \n connector_recent_logs.connector_name, \n connector_recent_logs.connector_type, \n connector_recent_logs.destination_id, \n destination.destination_name, \n connector_recent_logs.connector_health, \n connector_recent_logs.last_successful_sync_completed_at, \n connector_recent_logs.last_sync_started_at, \n connector_recent_logs.last_sync_completed_at, \n connector_recent_logs.set_up_at, \n schema_changes.number_of_schema_changes_last_month\n)\n\nselect * \nfrom final", "language": "sql", "refs": [{"name": "stg_fivetran_platform__log", "package": null, "version": null}, {"name": "stg_fivetran_platform__log", "package": null, "version": null}, {"name": "stg_fivetran_platform__connector", "package": null, "version": null}, {"name": "stg_fivetran_platform__destination", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.fivetran_log.fivetran_log_json_parse", "macro.dbt.current_timestamp_backcompat", "macro.dbt.datediff"], "nodes": ["model.fivetran_log.stg_fivetran_platform__log", "model.fivetran_log.stg_fivetran_platform__connector", "model.fivetran_log.stg_fivetran_platform__destination"]}, "compiled_path": "target/compiled/fivetran_log/models/fivetran_platform__connector_status.sql", "compiled": true, "compiled_code": "with transformation_removal as (\n\n select \n *,\n case when event_subtype in ('status', 'sync_end')\n then message_data\n else null \n end as filtered_message_data\n from \"postgres\".\"33_fivetran_platform_integration_tests_fivetran_platform\".\"stg_fivetran_platform__log\"\n where transformation_id is null\n),\n\nparse_json as (\n select\n *,\n \n\n case when filtered_message_data ~ '^\\s*[\\{].*[\\}]?\\s*$' -- Postgres has no native json check, so this will check the string for indicators of a JSON object\n then filtered_message_data::jsonb #>> '{status}'\n else null end\n\n as log_status,\n \n\n case when filtered_message_data ~ '^\\s*[\\{].*[\\}]?\\s*$' -- Postgres has no native json check, so this will check the string for indicators of a JSON object\n then filtered_message_data::jsonb #>> '{reason}'\n else null end\n\n as log_reason\n from transformation_removal\n),\n\nconnector_log as (\n select \n *,\n sum( case when event_subtype in ('sync_start') then 1 else 0 end) over ( partition by connector_id \n order by created_at rows unbounded preceding) as sync_batch_id\n from parse_json\n -- only looking at errors, warnings, and syncs here\n where event_type = 'SEVERE'\n or event_type = 'WARNING'\n or event_subtype like 'sync%'\n or (event_subtype = 'status' \n and log_status = 'RESCHEDULED'\n and log_reason like '%intended behavior%'\n ) -- for priority-first syncs. these should be captured by event_type = 'WARNING' but let's make sure\n or (event_subtype = 'status' \n and log_status = 'SUCCESSFUL'\n )\n -- whole reason is \"We have rescheduled the connector to force flush data from the forward sync into your destination. This is intended behavior and means that the connector is working as expected.\"\n),\n\nschema_changes as (\n\n select\n connector_id,\n count(*) as number_of_schema_changes_last_month\n\n from \"postgres\".\"33_fivetran_platform_integration_tests_fivetran_platform\".\"stg_fivetran_platform__log\"\n\n where \n \n ((\n current_timestamp::timestamp\n)::date - (created_at)::date)\n <= 30\n and event_subtype in ('create_table', 'alter_table', 'create_schema', 'change_schema_config')\n\n group by connector_id\n\n),\n\nconnector as (\n\n select *\n from \"postgres\".\"33_fivetran_platform_integration_tests_fivetran_platform\".\"stg_fivetran_platform__connector\"\n\n),\n\ndestination as (\n\n select * \n from \"postgres\".\"33_fivetran_platform_integration_tests_fivetran_platform\".\"stg_fivetran_platform__destination\"\n),\n\nconnector_metrics as (\n\n select\n connector.connector_id,\n connector.connector_name,\n connector.connector_type,\n connector.destination_id,\n connector.is_paused,\n connector.set_up_at,\n connector.is_deleted,\n max(case when connector_log.event_subtype = 'sync_start' then connector_log.created_at else null end) as last_sync_started_at,\n\n max(case when connector_log.event_subtype = 'sync_end' \n then connector_log.created_at else null end) as last_sync_completed_at,\n\n max(case when connector_log.event_subtype in ('status', 'sync_end')\n and connector_log.log_status = 'SUCCESSFUL'\n then connector_log.created_at else null end) as last_successful_sync_completed_at,\n\n\n max(case when connector_log.event_subtype = 'sync_end' \n then connector_log.sync_batch_id else null end) as last_sync_batch_id,\n\n max(case when connector_log.event_subtype in ('status', 'sync_end')\n and connector_log.log_status = 'RESCHEDULED'\n and connector_log.log_reason like '%intended behavior%'\n then connector_log.created_at else null end) as last_priority_first_sync_completed_at,\n \n\n max(case when connector_log.event_type = 'SEVERE' then connector_log.created_at else null end) as last_error_at,\n\n max(case when connector_log.event_type = 'SEVERE' then connector_log.sync_batch_id else null end) as last_error_batch,\n max(case when event_type = 'WARNING' then connector_log.created_at else null end) as last_warning_at\n\n from connector \n left join connector_log \n on connector_log.connector_id = connector.connector_id\n group by connector.connector_id, connector.connector_name, connector.connector_type, connector.destination_id, connector.is_paused, connector.set_up_at, connector.is_deleted\n),\n\nconnector_health_status as (\n\n select\n *,\n case \n -- connector is deleted\n when is_deleted then 'deleted'\n\n -- connector is paused\n when is_paused then 'paused'\n\n -- a sync has never been attempted\n when last_sync_started_at is null then 'incomplete'\n\n -- a priority-first sync has occurred, but a normal sync has not\n when last_priority_first_sync_completed_at is not null and last_sync_completed_at is null then 'priority first sync'\n\n -- a priority sync has occurred more recently than a normal one (may occurr if the connector has been paused and resumed)\n when last_priority_first_sync_completed_at > last_sync_completed_at then 'priority first sync'\n\n -- a sync has been attempted, but not completed, and it's not due to errors. also a priority-first sync hasn't\n when last_sync_completed_at is null and last_error_at is null then 'initial sync in progress'\n\n -- the last attempted sync had an error\n when last_sync_batch_id = last_error_batch then 'broken'\n\n -- there's never been a successful sync and there have been errors\n when last_sync_completed_at is null and last_error_at is not null then 'broken'\n\n else 'connected' end as connector_health\n\n from connector_metrics\n),\n\n-- Joining with log to grab pertinent error/warning messagees\nconnector_recent_logs as (\n\n select \n connector_health_status.connector_id,\n connector_health_status.connector_name,\n connector_health_status.connector_type,\n connector_health_status.destination_id,\n connector_health_status.connector_health,\n connector_health_status.last_successful_sync_completed_at,\n connector_health_status.last_sync_started_at,\n connector_health_status.last_sync_completed_at,\n connector_health_status.set_up_at,\n connector_log.event_subtype,\n connector_log.event_type,\n connector_log.message_data\n\n from connector_health_status \n left join connector_log \n on connector_log.connector_id = connector_health_status.connector_id\n -- limiting relevance to since the last successful sync completion (if there has been one)\n and connector_log.created_at > coalesce(connector_health_status.last_sync_completed_at, connector_health_status.last_priority_first_sync_completed_at, '2000-01-01') \n -- only looking at errors and warnings (excluding syncs - both normal and priority first)\n and connector_log.event_type != 'INFO' \n -- need to explicitly avoid priority first statuses because they are of event_type WARNING\n and not (connector_log.event_subtype = 'status' \n and connector_log.log_status = 'RESCHEDULED'\n and connector_log.log_reason like '%intended behavior%')\n\n group by -- remove duplicates, need explicit group by for SQL Server\n connector_health_status.connector_id,\n connector_health_status.connector_name,\n connector_health_status.connector_type,\n connector_health_status.destination_id,\n connector_health_status.connector_health,\n connector_health_status.last_successful_sync_completed_at,\n connector_health_status.last_sync_started_at,\n connector_health_status.last_sync_completed_at,\n connector_health_status.set_up_at,\n connector_log.event_subtype,\n connector_log.event_type,\n connector_log.message_data\n),\n\nfinal as (\n\n select\n connector_recent_logs.connector_id,\n connector_recent_logs.connector_name,\n connector_recent_logs.connector_type,\n connector_recent_logs.destination_id,\n destination.destination_name,\n connector_recent_logs.connector_health,\n connector_recent_logs.last_successful_sync_completed_at,\n connector_recent_logs.last_sync_started_at,\n connector_recent_logs.last_sync_completed_at,\n connector_recent_logs.set_up_at,\n coalesce(schema_changes.number_of_schema_changes_last_month, 0) as number_of_schema_changes_last_month,\n count(case when connector_recent_logs.event_type = 'SEVERE' then connector_recent_logs.message_data else null end) as number_errors_since_last_completed_sync,\n count(case when connector_recent_logs.event_type = 'WARNING' then connector_recent_logs.message_data else null end) as number_warnings_since_last_completed_sync\n\n from connector_recent_logs\n left join schema_changes \n on connector_recent_logs.connector_id = schema_changes.connector_id \n\n join destination on destination.destination_id = connector_recent_logs.destination_id\n\n -- need explicit group bys for SQL Server\n group by \n connector_recent_logs.connector_id, \n connector_recent_logs.connector_name, \n connector_recent_logs.connector_type, \n connector_recent_logs.destination_id, \n destination.destination_name, \n connector_recent_logs.connector_health, \n connector_recent_logs.last_successful_sync_completed_at, \n connector_recent_logs.last_sync_started_at, \n connector_recent_logs.last_sync_completed_at, \n connector_recent_logs.set_up_at, \n schema_changes.number_of_schema_changes_last_month\n)\n\nselect * \nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.fivetran_log.fivetran_platform__usage_mar_destination_history": {"database": "postgres", "schema": "33_fivetran_platform_integration_tests_fivetran_platform", "name": "fivetran_platform__usage_mar_destination_history", "resource_type": "model", "package_name": "fivetran_log", "path": "fivetran_platform__usage_mar_destination_history.sql", "original_file_path": "models/fivetran_platform__usage_mar_destination_history.sql", "unique_id": "model.fivetran_log.fivetran_platform__usage_mar_destination_history", "fqn": ["fivetran_log", "fivetran_platform__usage_mar_destination_history"], "alias": "fivetran_platform__usage_mar_destination_history", "checksum": {"name": "sha256", "checksum": "6872d7ca6c5bc46d66e9673ccf56ca0f2c38fb8d69b38085872cdac5eb9ef961"}, "config": {"enabled": true, "alias": null, "schema": "fivetran_platform", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Table of each destination's usage and active volume, per month. Includes the usage per million MAR and MAR per usage. Usage either refers to a dollar or credit amount, depending on customer's pricing model. Read more about the relationship between usage and MAR [here](https://www.fivetran.com/legal/service-consumption-table).\n", "columns": {"measured_month": {"name": "measured_month", "description": "The month (yyyy-mm-01) of the usage/MAR measurement.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "destination_id": {"name": "destination_id", "description": "Foreign key referencing the `destination` warehouse housing the active rows.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "destination_name": {"name": "destination_name", "description": "Name of the destination as it appears in the UI.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "free_monthly_active_rows": {"name": "free_monthly_active_rows", "description": "The number of free active rows measured in the destination for the month.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "paid_monthly_active_rows": {"name": "paid_monthly_active_rows", "description": "The number of paid active rows measured in the destination for the month.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "total_monthly_active_rows": {"name": "total_monthly_active_rows", "description": "The total number of active rows measured in the destination for the month.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "credits_spent_per_million_mar": {"name": "credits_spent_per_million_mar", "description": "The ratio of credits spent that month per every million active rows synced.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "mar_per_credit_spent": {"name": "mar_per_credit_spent", "description": "The ratio of the month's active volume to credits spent.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "amount_spent_per_million_mar": {"name": "amount_spent_per_million_mar", "description": "The ratio of amount spent that month per every million active rows synced.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "mar_per_amount_spent": {"name": "mar_per_amount_spent", "description": "The ratio of the month's active volume to amount spent.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "credits_spent": {"name": "credits_spent", "description": "The number of credits used by the destination for the given month.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "dollars_spent": {"name": "dollars_spent", "description": "The dollar amount used by the destination for the given month.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "fivetran_log://models/fivetran_platform.yml", "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "{{ 'sqlw_tests' if target.name == 'databricks-sql' else 'fivetran_platform' }}"}, "created_at": 1715413885.25728, "relation_name": "\"postgres\".\"33_fivetran_platform_integration_tests_fivetran_platform\".\"fivetran_platform__usage_mar_destination_history\"", "raw_code": "with table_mar as (\n \n select *\n from {{ ref('fivetran_platform__mar_table_history') }}\n),\n\ncredits_used as (\n\n select *\n from {{ ref('stg_fivetran_platform__credits_used') }}\n),\n\nuseage_cost as (\n\n select *\n from {{ ref('stg_fivetran_platform__usage_cost') }}\n),\n\ndestination_mar as (\n\n select \n cast(measured_month as date) as measured_month,\n destination_id,\n destination_name,\n sum(free_monthly_active_rows) as free_monthly_active_rows,\n sum(paid_monthly_active_rows) as paid_monthly_active_rows,\n sum(total_monthly_active_rows) as total_monthly_active_rows\n from table_mar\n group by measured_month, destination_id, destination_name\n),\n\nusage as (\n\n select \n coalesce(credits_used.destination_id, useage_cost.destination_id) as destination_id,\n credits_used.credits_spent,\n useage_cost.dollars_spent,\n cast(concat(coalesce(credits_used.measured_month,useage_cost.measured_month), '-01') as date) as measured_month -- match date format to join with MAR table\n from credits_used\n full outer join useage_cost\n on useage_cost.measured_month = credits_used.measured_month\n and useage_cost.destination_id = credits_used.destination_id\n),\n\njoin_usage_mar as (\n\n select \n destination_mar.measured_month,\n destination_mar.destination_id,\n destination_mar.destination_name,\n usage.credits_spent,\n usage.dollars_spent,\n destination_mar.free_monthly_active_rows,\n destination_mar.paid_monthly_active_rows,\n destination_mar.total_monthly_active_rows,\n\n -- credit and usage mar calculations\n round( cast(nullif(usage.credits_spent,0) * 1000000.0 as {{ dbt.type_numeric() }}) / cast(nullif(destination_mar.total_monthly_active_rows,0) as {{ dbt.type_numeric() }}), 2) as credits_spent_per_million_mar,\n round( cast(nullif(destination_mar.total_monthly_active_rows,0) * 1.0 as {{ dbt.type_numeric() }}) / cast(nullif(usage.credits_spent,0) as {{ dbt.type_numeric() }}), 0) as mar_per_credit_spent,\n round( cast(nullif(usage.dollars_spent,0) * 1000000.0 as {{ dbt.type_numeric() }}) / cast(nullif(destination_mar.total_monthly_active_rows,0) as {{ dbt.type_numeric() }}), 2) as amount_spent_per_million_mar,\n round( cast(nullif(destination_mar.total_monthly_active_rows,0) * 1.0 as {{ dbt.type_numeric() }}) / cast(nullif(usage.dollars_spent,0) as {{ dbt.type_numeric() }}), 0) as mar_per_amount_spent\n from destination_mar \n left join usage \n on destination_mar.measured_month = cast(usage.measured_month as date)\n and destination_mar.destination_id = usage.destination_id\n)\n\nselect * \nfrom join_usage_mar", "language": "sql", "refs": [{"name": "fivetran_platform__mar_table_history", "package": null, "version": null}, {"name": "stg_fivetran_platform__credits_used", "package": null, "version": null}, {"name": "stg_fivetran_platform__usage_cost", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.type_numeric"], "nodes": ["model.fivetran_log.fivetran_platform__mar_table_history", "model.fivetran_log.stg_fivetran_platform__credits_used", "model.fivetran_log.stg_fivetran_platform__usage_cost"]}, "compiled_path": "target/compiled/fivetran_log/models/fivetran_platform__usage_mar_destination_history.sql", "compiled": true, "compiled_code": "with table_mar as (\n \n select *\n from \"postgres\".\"33_fivetran_platform_integration_tests_fivetran_platform\".\"fivetran_platform__mar_table_history\"\n),\n\ncredits_used as (\n\n select *\n from \"postgres\".\"33_fivetran_platform_integration_tests_fivetran_platform\".\"stg_fivetran_platform__credits_used\"\n),\n\nuseage_cost as (\n\n select *\n from \"postgres\".\"33_fivetran_platform_integration_tests_fivetran_platform\".\"stg_fivetran_platform__usage_cost\"\n),\n\ndestination_mar as (\n\n select \n cast(measured_month as date) as measured_month,\n destination_id,\n destination_name,\n sum(free_monthly_active_rows) as free_monthly_active_rows,\n sum(paid_monthly_active_rows) as paid_monthly_active_rows,\n sum(total_monthly_active_rows) as total_monthly_active_rows\n from table_mar\n group by measured_month, destination_id, destination_name\n),\n\nusage as (\n\n select \n coalesce(credits_used.destination_id, useage_cost.destination_id) as destination_id,\n credits_used.credits_spent,\n useage_cost.dollars_spent,\n cast(concat(coalesce(credits_used.measured_month,useage_cost.measured_month), '-01') as date) as measured_month -- match date format to join with MAR table\n from credits_used\n full outer join useage_cost\n on useage_cost.measured_month = credits_used.measured_month\n and useage_cost.destination_id = credits_used.destination_id\n),\n\njoin_usage_mar as (\n\n select \n destination_mar.measured_month,\n destination_mar.destination_id,\n destination_mar.destination_name,\n usage.credits_spent,\n usage.dollars_spent,\n destination_mar.free_monthly_active_rows,\n destination_mar.paid_monthly_active_rows,\n destination_mar.total_monthly_active_rows,\n\n -- credit and usage mar calculations\n round( cast(nullif(usage.credits_spent,0) * 1000000.0 as numeric(28,6)) / cast(nullif(destination_mar.total_monthly_active_rows,0) as numeric(28,6)), 2) as credits_spent_per_million_mar,\n round( cast(nullif(destination_mar.total_monthly_active_rows,0) * 1.0 as numeric(28,6)) / cast(nullif(usage.credits_spent,0) as numeric(28,6)), 0) as mar_per_credit_spent,\n round( cast(nullif(usage.dollars_spent,0) * 1000000.0 as numeric(28,6)) / cast(nullif(destination_mar.total_monthly_active_rows,0) as numeric(28,6)), 2) as amount_spent_per_million_mar,\n round( cast(nullif(destination_mar.total_monthly_active_rows,0) * 1.0 as numeric(28,6)) / cast(nullif(usage.dollars_spent,0) as numeric(28,6)), 0) as mar_per_amount_spent\n from destination_mar \n left join usage \n on destination_mar.measured_month = cast(usage.measured_month as date)\n and destination_mar.destination_id = usage.destination_id\n)\n\nselect * \nfrom join_usage_mar", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.fivetran_log.fivetran_platform__audit_table": {"database": "postgres", "schema": "33_fivetran_platform_integration_tests_fivetran_platform", "name": "fivetran_platform__audit_table", "resource_type": "model", "package_name": "fivetran_log", "path": "fivetran_platform__audit_table.sql", "original_file_path": "models/fivetran_platform__audit_table.sql", "unique_id": "model.fivetran_log.fivetran_platform__audit_table", "fqn": ["fivetran_log", "fivetran_platform__audit_table"], "alias": "fivetran_platform__audit_table", "checksum": {"name": "sha256", "checksum": "0374bf5c5f12825546482afd7200e254d09cefc507b00374232b6b86e7bf6a50"}, "config": {"enabled": true, "alias": null, "schema": "fivetran_platform", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "incremental", "incremental_strategy": "delete+insert", "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": "unique_table_sync_key", "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected", "partition_by": ["sync_start_day"], "cluster_by": ["sync_start_day"], "file_format": "parquet"}, "tags": [], "description": "Table replacing the deprecated `fivetran_audit` table. For each table written to in a sync, captures timestamps and row quantities around table syncs. Each record represents a table being written to in a connector sync. Note: the quantities here will not match the deprecated `fivetran_audit` table completely, as `fivetran_audit` reported on pre-duplicated data loads.\n", "columns": {"unique_table_sync_key": {"name": "unique_table_sync_key", "description": "Primary key of this table, hashed on `schema_name`, `connector_id`, `destination_id`, `table_name`, and `unique_table_sync_key`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "connector_id": {"name": "connector_id", "description": "System generated unique ID of the connector.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "connector_name": {"name": "connector_name", "description": "Name of the connector.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "schema_name": {"name": "schema_name", "description": "Name of the schema. In cases when the schema is not provided the connector_name is used.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "table_name": {"name": "table_name", "description": "Name of the table being written to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "destination_id": {"name": "destination_id", "description": "Foreign key referencing the `destination` warehouse that the connector data is loaded into.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "destination_name": {"name": "destination_name", "description": "Name of the destination that the table is being written to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "write_to_table_start": {"name": "write_to_table_start", "description": "Timestamp of when Fivetran began to write to this table.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "write_to_table_end": {"name": "write_to_table_end", "description": "Timestamp of when Fivetran finished writing to this table.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "sync_start": {"name": "sync_start", "description": "Timestamp of when this connector-level sync began.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "sync_end": {"name": "sync_end", "description": "Timestamp of when this connector-level sync finished, if successful.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "sum_rows_replaced_or_inserted": {"name": "sum_rows_replaced_or_inserted", "description": "Sum of the rows replaced or inserted into this table during a sync.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "sum_rows_updated": {"name": "sum_rows_updated", "description": "Sum of the rows updated in this table during a sync.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "sum_rows_deleted": {"name": "sum_rows_deleted", "description": "Sum of the rows deleted from this table during a sync.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "sync_start_day": {"name": "sync_start_day", "description": "The `sync_start` field truncated to the `day`. This field is used for partitioning in Databricks while using the `insert_overwrite` incremental method.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "fivetran_log://models/fivetran_platform.yml", "build_path": null, "deferred": false, "unrendered_config": {"materialized": "incremental", "schema": "{{ 'sqlw_tests' if target.name == 'databricks-sql' else 'fivetran_platform' }}", "unique_key": "unique_table_sync_key", "partition_by": ["sync_start_day"], "cluster_by": ["sync_start_day"], "incremental_strategy": "delete+insert", "file_format": "parquet"}, "created_at": 1715413885.260224, "relation_name": "\"postgres\".\"33_fivetran_platform_integration_tests_fivetran_platform\".\"fivetran_platform__audit_table\"", "raw_code": "{{ config(\n materialized='table' if is_databricks_sql_warehouse(target) else 'incremental',\n unique_key='unique_table_sync_key',\n partition_by={\n 'field': 'sync_start_day',\n 'data_type': 'date'\n } if target.type == 'bigquery' else ['sync_start_day'],\n cluster_by = ['sync_start_day'],\n incremental_strategy='insert_overwrite' if target.type in ('bigquery','spark', 'databricks') else 'delete+insert',\n file_format='delta' if is_databricks_sql_warehouse(target) else 'parquet'\n) }}\n\nwith base as (\n \n select *\n from {{ ref('stg_fivetran_platform__log') }}\n where event_subtype in ('sync_start', 'sync_end', 'write_to_table_start', 'write_to_table_end', 'records_modified')\n\n {% if is_incremental() %}\n and cast(created_at as date) > {{ fivetran_log.fivetran_log_lookback(from_date='max(sync_start_day)', interval=7) }}\n {% endif %}\n),\n\nsync_log as (\n select \n *,\n {{ fivetran_log.fivetran_log_json_parse(string='message_data', string_path=['table']) }} as table_name,\n cast(null as {{ dbt.type_string() }}) as schema_name,\n cast(null as {{ dbt.type_string() }}) as operation_type,\n cast(null as {{ dbt.type_bigint() }}) as row_count\n from base\n where event_subtype in ('sync_start', 'sync_end', 'write_to_table_start', 'write_to_table_end')\n\n union all\n\n select \n *,\n {{ fivetran_log.fivetran_log_json_parse(string='message_data', string_path=['table']) }} as table_name,\n {{ fivetran_log.fivetran_log_json_parse(string='message_data', string_path=['schema']) }} as schema_name,\n {{ fivetran_log.fivetran_log_json_parse(string='message_data', string_path=['operationType']) }} as operation_type,\n cast ({{ fivetran_log.fivetran_log_json_parse(string='message_data', string_path=['count']) }} as {{ dbt.type_bigint() }}) as row_count\n from base\n where event_subtype = 'records_modified'\n),\n\nconnector as (\n\n select *\n from {{ ref('fivetran_platform__connector_status') }}\n),\n\nadd_connector_info as (\n\n select \n sync_log.*,\n connector.connector_name,\n connector.destination_id,\n connector.destination_name\n from sync_log \n left join connector\n on connector.connector_id = sync_log.connector_id\n),\n\nsync_timestamps as (\n\n select\n connector_id,\n connector_name,\n table_name,\n event_subtype,\n destination_id,\n destination_name,\n created_at as write_to_table_start,\n min(case when event_subtype = 'write_to_table_end' then created_at else null end) \n over (partition by connector_id, table_name order by created_at ROWS between CURRENT ROW AND UNBOUNDED FOLLOWING) as write_to_table_end,\n\n max(case when event_subtype = 'sync_start' then created_at else null end) \n over (partition by connector_id order by created_at ROWS between UNBOUNDED PRECEDING and CURRENT ROW) as sync_start,\n\n min(case when event_subtype = 'sync_end' then created_at else null end) \n over (partition by connector_id order by created_at ROWS between CURRENT ROW AND UNBOUNDED FOLLOWING) as sync_end, -- coalesce with next_sync_start\n\n min(case when event_subtype = 'sync_start' then created_at else null end) \n over (partition by connector_id order by created_at ROWS between CURRENT ROW AND UNBOUNDED FOLLOWING) as next_sync_start\n from add_connector_info\n),\n\n-- this will be the base for every record in the final CTE\nlimit_to_table_starts as (\n\n select *\n from sync_timestamps \n where event_subtype = 'write_to_table_start'\n),\n\nrecords_modified_log as (\n\n select \n connector_id,\n created_at,\n table_name,\n schema_name,\n operation_type,\n row_count\n from sync_log \n where event_subtype = 'records_modified'\n),\n\nsum_records_modified as (\n\n select\n limit_to_table_starts.connector_id,\n limit_to_table_starts.connector_name,\n coalesce(records_modified_log.schema_name, limit_to_table_starts.connector_name) as schema_name,\n limit_to_table_starts.table_name,\n limit_to_table_starts.destination_id,\n limit_to_table_starts.destination_name,\n limit_to_table_starts.write_to_table_start,\n limit_to_table_starts.write_to_table_end,\n limit_to_table_starts.sync_start,\n case when limit_to_table_starts.sync_end > limit_to_table_starts.next_sync_start then null else limit_to_table_starts.sync_end end as sync_end,\n sum(case when records_modified_log.operation_type = 'REPLACED_OR_INSERTED' then records_modified_log.row_count else 0 end) as sum_rows_replaced_or_inserted,\n sum(case when records_modified_log.operation_type = 'UPDATED' then records_modified_log.row_count else 0 end) as sum_rows_updated,\n sum(case when records_modified_log.operation_type = 'DELETED' then records_modified_log.row_count else 0 end) as sum_rows_deleted\n from limit_to_table_starts\n left join records_modified_log on \n limit_to_table_starts.connector_id = records_modified_log.connector_id\n and limit_to_table_starts.table_name = records_modified_log.table_name\n\n -- confine it to one sync\n and records_modified_log.created_at > limit_to_table_starts.sync_start \n and records_modified_log.created_at < coalesce(limit_to_table_starts.sync_end, limit_to_table_starts.next_sync_start) \n\n -- explicit group by needed for SQL Server\n group by \n limit_to_table_starts.connector_id,\n limit_to_table_starts.connector_name,\n coalesce(records_modified_log.schema_name, limit_to_table_starts.connector_name),\n limit_to_table_starts.table_name,\n limit_to_table_starts.destination_id,\n limit_to_table_starts.destination_name,\n limit_to_table_starts.write_to_table_start,\n limit_to_table_starts.write_to_table_end,\n limit_to_table_starts.sync_start,\n case when limit_to_table_starts.sync_end > limit_to_table_starts.next_sync_start then null else limit_to_table_starts.sync_end end\n),\n\nfinal as (\n\n select \n *,\n {{ dbt_utils.generate_surrogate_key(['schema_name','connector_id', 'destination_id', 'table_name', 'write_to_table_start']) }} as unique_table_sync_key, -- for incremental materialization \n cast({{ dbt.date_trunc('day', 'sync_start') }} as date) as sync_start_day -- for partitioning\n from sum_records_modified\n)\n\nselect *\nfrom final", "language": "sql", "refs": [{"name": "stg_fivetran_platform__log", "package": null, "version": null}, {"name": "fivetran_platform__connector_status", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.fivetran_log.is_databricks_sql_warehouse", "macro.dbt.is_incremental", "macro.fivetran_log.fivetran_log_json_parse", "macro.dbt.type_string", "macro.dbt.type_bigint", "macro.dbt_utils.generate_surrogate_key", "macro.dbt.date_trunc", "macro.fivetran_log.fivetran_log_lookback"], "nodes": ["model.fivetran_log.stg_fivetran_platform__log", "model.fivetran_log.fivetran_platform__connector_status"]}, "compiled_path": "target/compiled/fivetran_log/models/fivetran_platform__audit_table.sql", "compiled": true, "compiled_code": "\n\nwith base as (\n \n select *\n from \"postgres\".\"33_fivetran_platform_integration_tests_fivetran_platform\".\"stg_fivetran_platform__log\"\n where event_subtype in ('sync_start', 'sync_end', 'write_to_table_start', 'write_to_table_end', 'records_modified')\n\n \n and cast(created_at as date) > \n\n\n\n \n\n \n\n cast('2021-12-10' as date) + ((interval '1 day') * (-7))\n\n\n\n\n \n),\n\nsync_log as (\n select \n *,\n \n\n case when message_data ~ '^\\s*[\\{].*[\\}]?\\s*$' -- Postgres has no native json check, so this will check the string for indicators of a JSON object\n then message_data::jsonb #>> '{table}'\n else null end\n\n as table_name,\n cast(null as TEXT) as schema_name,\n cast(null as TEXT) as operation_type,\n cast(null as bigint) as row_count\n from base\n where event_subtype in ('sync_start', 'sync_end', 'write_to_table_start', 'write_to_table_end')\n\n union all\n\n select \n *,\n \n\n case when message_data ~ '^\\s*[\\{].*[\\}]?\\s*$' -- Postgres has no native json check, so this will check the string for indicators of a JSON object\n then message_data::jsonb #>> '{table}'\n else null end\n\n as table_name,\n \n\n case when message_data ~ '^\\s*[\\{].*[\\}]?\\s*$' -- Postgres has no native json check, so this will check the string for indicators of a JSON object\n then message_data::jsonb #>> '{schema}'\n else null end\n\n as schema_name,\n \n\n case when message_data ~ '^\\s*[\\{].*[\\}]?\\s*$' -- Postgres has no native json check, so this will check the string for indicators of a JSON object\n then message_data::jsonb #>> '{operationType}'\n else null end\n\n as operation_type,\n cast (\n\n case when message_data ~ '^\\s*[\\{].*[\\}]?\\s*$' -- Postgres has no native json check, so this will check the string for indicators of a JSON object\n then message_data::jsonb #>> '{count}'\n else null end\n\n as bigint) as row_count\n from base\n where event_subtype = 'records_modified'\n),\n\nconnector as (\n\n select *\n from \"postgres\".\"33_fivetran_platform_integration_tests_fivetran_platform\".\"fivetran_platform__connector_status\"\n),\n\nadd_connector_info as (\n\n select \n sync_log.*,\n connector.connector_name,\n connector.destination_id,\n connector.destination_name\n from sync_log \n left join connector\n on connector.connector_id = sync_log.connector_id\n),\n\nsync_timestamps as (\n\n select\n connector_id,\n connector_name,\n table_name,\n event_subtype,\n destination_id,\n destination_name,\n created_at as write_to_table_start,\n min(case when event_subtype = 'write_to_table_end' then created_at else null end) \n over (partition by connector_id, table_name order by created_at ROWS between CURRENT ROW AND UNBOUNDED FOLLOWING) as write_to_table_end,\n\n max(case when event_subtype = 'sync_start' then created_at else null end) \n over (partition by connector_id order by created_at ROWS between UNBOUNDED PRECEDING and CURRENT ROW) as sync_start,\n\n min(case when event_subtype = 'sync_end' then created_at else null end) \n over (partition by connector_id order by created_at ROWS between CURRENT ROW AND UNBOUNDED FOLLOWING) as sync_end, -- coalesce with next_sync_start\n\n min(case when event_subtype = 'sync_start' then created_at else null end) \n over (partition by connector_id order by created_at ROWS between CURRENT ROW AND UNBOUNDED FOLLOWING) as next_sync_start\n from add_connector_info\n),\n\n-- this will be the base for every record in the final CTE\nlimit_to_table_starts as (\n\n select *\n from sync_timestamps \n where event_subtype = 'write_to_table_start'\n),\n\nrecords_modified_log as (\n\n select \n connector_id,\n created_at,\n table_name,\n schema_name,\n operation_type,\n row_count\n from sync_log \n where event_subtype = 'records_modified'\n),\n\nsum_records_modified as (\n\n select\n limit_to_table_starts.connector_id,\n limit_to_table_starts.connector_name,\n coalesce(records_modified_log.schema_name, limit_to_table_starts.connector_name) as schema_name,\n limit_to_table_starts.table_name,\n limit_to_table_starts.destination_id,\n limit_to_table_starts.destination_name,\n limit_to_table_starts.write_to_table_start,\n limit_to_table_starts.write_to_table_end,\n limit_to_table_starts.sync_start,\n case when limit_to_table_starts.sync_end > limit_to_table_starts.next_sync_start then null else limit_to_table_starts.sync_end end as sync_end,\n sum(case when records_modified_log.operation_type = 'REPLACED_OR_INSERTED' then records_modified_log.row_count else 0 end) as sum_rows_replaced_or_inserted,\n sum(case when records_modified_log.operation_type = 'UPDATED' then records_modified_log.row_count else 0 end) as sum_rows_updated,\n sum(case when records_modified_log.operation_type = 'DELETED' then records_modified_log.row_count else 0 end) as sum_rows_deleted\n from limit_to_table_starts\n left join records_modified_log on \n limit_to_table_starts.connector_id = records_modified_log.connector_id\n and limit_to_table_starts.table_name = records_modified_log.table_name\n\n -- confine it to one sync\n and records_modified_log.created_at > limit_to_table_starts.sync_start \n and records_modified_log.created_at < coalesce(limit_to_table_starts.sync_end, limit_to_table_starts.next_sync_start) \n\n -- explicit group by needed for SQL Server\n group by \n limit_to_table_starts.connector_id,\n limit_to_table_starts.connector_name,\n coalesce(records_modified_log.schema_name, limit_to_table_starts.connector_name),\n limit_to_table_starts.table_name,\n limit_to_table_starts.destination_id,\n limit_to_table_starts.destination_name,\n limit_to_table_starts.write_to_table_start,\n limit_to_table_starts.write_to_table_end,\n limit_to_table_starts.sync_start,\n case when limit_to_table_starts.sync_end > limit_to_table_starts.next_sync_start then null else limit_to_table_starts.sync_end end\n),\n\nfinal as (\n\n select \n *,\n md5(cast(coalesce(cast(schema_name as TEXT), '_dbt_utils_surrogate_key_null_') || '-' || coalesce(cast(connector_id as TEXT), '_dbt_utils_surrogate_key_null_') || '-' || coalesce(cast(destination_id as TEXT), '_dbt_utils_surrogate_key_null_') || '-' || coalesce(cast(table_name as TEXT), '_dbt_utils_surrogate_key_null_') || '-' || coalesce(cast(write_to_table_start as TEXT), '_dbt_utils_surrogate_key_null_') as TEXT)) as unique_table_sync_key, -- for incremental materialization \n cast(date_trunc('day', sync_start) as date) as sync_start_day -- for partitioning\n from sum_records_modified\n)\n\nselect *\nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.fivetran_log.fivetran_platform__mar_table_history": {"database": "postgres", "schema": "33_fivetran_platform_integration_tests_fivetran_platform", "name": "fivetran_platform__mar_table_history", "resource_type": "model", "package_name": "fivetran_log", "path": "fivetran_platform__mar_table_history.sql", "original_file_path": "models/fivetran_platform__mar_table_history.sql", "unique_id": "model.fivetran_log.fivetran_platform__mar_table_history", "fqn": ["fivetran_log", "fivetran_platform__mar_table_history"], "alias": "fivetran_platform__mar_table_history", "checksum": {"name": "sha256", "checksum": "cdcc43a0c920b283bd3ab35c3cf5adc3320f0ca2ca839d7a2112482009eb6c50"}, "config": {"enabled": true, "alias": null, "schema": "fivetran_platform", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Table of each table's monthly active rows (MAR) for all connectors, destinations, and schemas, per month. Read more about how monthly active rows are defined and calculated [here](https://fivetran.com/docs/getting-started/consumption-based-pricing).\n", "columns": {"connector_name": {"name": "connector_name", "description": "Name of the connector loading this table.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "connector_id": {"name": "connector_id", "description": "System-generated uniqu ID of the connector loading this table.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "schema_name": {"name": "schema_name", "description": "Name of the schema in which the table lives.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "table_name": {"name": "table_name", "description": "Name of the table whose MAR was measured.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "destination_id": {"name": "destination_id", "description": "Foreign key referencing the `destination` warehouse that the connector data is loaded into.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "measured_month": {"name": "measured_month", "description": "The month (yyyy-mm-01) of the measurement.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "last_measured_at": {"name": "last_measured_at", "description": "Timestamp of when the last MAR measurement for the month was made.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "free_monthly_active_rows": {"name": "free_monthly_active_rows", "description": "The number of free active rows measured in the table for the month.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "paid_monthly_active_rows": {"name": "paid_monthly_active_rows", "description": "The number of paid active rows measured in the table for the month.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "total_monthly_active_rows": {"name": "total_monthly_active_rows", "description": "The total number of active rows measured in the table for the month.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "connector_type": {"name": "connector_type", "description": "The kind of connector (ie google sheets, webhooks).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "destination_name": {"name": "destination_name", "description": "Name of the destination as it appears in the UI.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "fivetran_log://models/fivetran_platform.yml", "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "{{ 'sqlw_tests' if target.name == 'databricks-sql' else 'fivetran_platform' }}"}, "created_at": 1715413885.255827, "relation_name": "\"postgres\".\"33_fivetran_platform_integration_tests_fivetran_platform\".\"fivetran_platform__mar_table_history\"", "raw_code": "with incremental_mar as (\n\n select\n *,\n {{ dbt.date_trunc('month', 'measured_date') }} as measured_month\n\n from {{ ref('stg_fivetran_platform__incremental_mar') }}\n),\n\nconnector as (\n\n select *\n from {{ ref('stg_fivetran_platform__connector') }}\n),\n\ndestination as (\n\n select *\n from {{ ref('stg_fivetran_platform__destination') }}\n),\n\nordered_mar as (\n\n select\n connector_name,\n schema_name,\n table_name,\n destination_id,\n measured_month,\n max(measured_date) as last_measured_at,\n sum(incremental_rows) as incremental_rows,\n sum(coalesce(case when lower(free_type) = 'paid'\n then incremental_rows\n end, 0)) as paid_monthly_active_rows,\n sum(coalesce(case when lower(free_type) != 'paid'\n then incremental_rows\n end, 0)) as free_monthly_active_rows\n\n from incremental_mar\n group by connector_name, schema_name, table_name, destination_id, measured_month\n),\n\nlatest_mar as (\n select \n connector_name,\n schema_name,\n table_name,\n destination_id,\n measured_month,\n cast(last_measured_at as date) as last_measured_at,\n free_monthly_active_rows,\n paid_monthly_active_rows,\n (free_monthly_active_rows + paid_monthly_active_rows) as total_monthly_active_rows\n\n from ordered_mar\n),\n\nmar_join as (\n\n select\n latest_mar.*,\n connector.connector_type,\n connector.connector_id,\n destination.destination_name\n\n from latest_mar\n join connector\n on latest_mar.connector_name = connector.connector_name\n and latest_mar.destination_id = connector.destination_id\n join destination on latest_mar.destination_id = destination.destination_id\n)\n\nselect * from mar_join", "language": "sql", "refs": [{"name": "stg_fivetran_platform__incremental_mar", "package": null, "version": null}, {"name": "stg_fivetran_platform__connector", "package": null, "version": null}, {"name": "stg_fivetran_platform__destination", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.date_trunc"], "nodes": ["model.fivetran_log.stg_fivetran_platform__incremental_mar", "model.fivetran_log.stg_fivetran_platform__connector", "model.fivetran_log.stg_fivetran_platform__destination"]}, "compiled_path": "target/compiled/fivetran_log/models/fivetran_platform__mar_table_history.sql", "compiled": true, "compiled_code": "with incremental_mar as (\n\n select\n *,\n date_trunc('month', measured_date) as measured_month\n\n from \"postgres\".\"33_fivetran_platform_integration_tests_fivetran_platform\".\"stg_fivetran_platform__incremental_mar\"\n),\n\nconnector as (\n\n select *\n from \"postgres\".\"33_fivetran_platform_integration_tests_fivetran_platform\".\"stg_fivetran_platform__connector\"\n),\n\ndestination as (\n\n select *\n from \"postgres\".\"33_fivetran_platform_integration_tests_fivetran_platform\".\"stg_fivetran_platform__destination\"\n),\n\nordered_mar as (\n\n select\n connector_name,\n schema_name,\n table_name,\n destination_id,\n measured_month,\n max(measured_date) as last_measured_at,\n sum(incremental_rows) as incremental_rows,\n sum(coalesce(case when lower(free_type) = 'paid'\n then incremental_rows\n end, 0)) as paid_monthly_active_rows,\n sum(coalesce(case when lower(free_type) != 'paid'\n then incremental_rows\n end, 0)) as free_monthly_active_rows\n\n from incremental_mar\n group by connector_name, schema_name, table_name, destination_id, measured_month\n),\n\nlatest_mar as (\n select \n connector_name,\n schema_name,\n table_name,\n destination_id,\n measured_month,\n cast(last_measured_at as date) as last_measured_at,\n free_monthly_active_rows,\n paid_monthly_active_rows,\n (free_monthly_active_rows + paid_monthly_active_rows) as total_monthly_active_rows\n\n from ordered_mar\n),\n\nmar_join as (\n\n select\n latest_mar.*,\n connector.connector_type,\n connector.connector_id,\n destination.destination_name\n\n from latest_mar\n join connector\n on latest_mar.connector_name = connector.connector_name\n and latest_mar.destination_id = connector.destination_id\n join destination on latest_mar.destination_id = destination.destination_id\n)\n\nselect * from mar_join", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.fivetran_log.stg_fivetran_platform__user": {"database": "postgres", "schema": "33_fivetran_platform_integration_tests_fivetran_platform", "name": "stg_fivetran_platform__user", "resource_type": "model", "package_name": "fivetran_log", "path": "staging/stg_fivetran_platform__user.sql", "original_file_path": "models/staging/stg_fivetran_platform__user.sql", "unique_id": "model.fivetran_log.stg_fivetran_platform__user", "fqn": ["fivetran_log", "staging", "stg_fivetran_platform__user"], "alias": "stg_fivetran_platform__user", "checksum": {"name": "sha256", "checksum": "a061bd0449c3600b417d561bac0464e00be250488cdd3d266e3693aec4cee7b3"}, "config": {"enabled": true, "alias": null, "schema": "fivetran_platform", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Table of users given access to this Fivetran account.", "columns": {"user_id": {"name": "user_id", "description": "Unique ID of the user's account", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "created_at": {"name": "created_at", "description": "Timestamp of when the user was created.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "email": {"name": "email", "description": "Email associated with the user.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "has_disabled_email_notifications": {"name": "has_disabled_email_notifications", "description": "Boolean of whether they have disabled all email notifications.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "last_name": {"name": "last_name", "description": "User's last name.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "first_name": {"name": "first_name", "description": "User's first name.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "phone": {"name": "phone", "description": "Phone number associated with user.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "is_verified": {"name": "is_verified", "description": "Boolean that indicates whether the user has verified their email address in the account creation process.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "fivetran_log://models/staging/stg_fivetran_platform.yml", "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "{{ 'sqlw_tests' if target.name == 'databricks-sql' else 'fivetran_platform' }}", "enabled": true}, "created_at": 1715413885.384022, "relation_name": "\"postgres\".\"33_fivetran_platform_integration_tests_fivetran_platform\".\"stg_fivetran_platform__user\"", "raw_code": "{{ config(enabled=var('fivetran_platform_using_user', True)) }}\n\nwith base as (\n\n select * \n from {{ var('user') }}\n),\n\nfields as (\n\n select\n id as user_id,\n cast(created_at as {{ dbt.type_timestamp() }}) as created_at,\n email,\n email_disabled as has_disabled_email_notifications,\n family_name as last_name,\n given_name as first_name,\n phone,\n verified as is_verified\n from base\n)\n\nselect * \nfrom fields", "language": "sql", "refs": [], "sources": [["fivetran_platform", "user"]], "metrics": [], "depends_on": {"macros": ["macro.dbt.type_timestamp"], "nodes": ["source.fivetran_log.fivetran_platform.user"]}, "compiled_path": "target/compiled/fivetran_log/models/staging/stg_fivetran_platform__user.sql", "compiled": true, "compiled_code": "\n\nwith base as (\n\n select * \n from \"postgres\".\"33_fivetran_platform_integration_tests\".\"user\"\n),\n\nfields as (\n\n select\n id as user_id,\n cast(created_at as timestamp) as created_at,\n email,\n email_disabled as has_disabled_email_notifications,\n family_name as last_name,\n given_name as first_name,\n phone,\n verified as is_verified\n from base\n)\n\nselect * \nfrom fields", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.fivetran_log.stg_fivetran_platform__destination_membership": {"database": "postgres", "schema": "33_fivetran_platform_integration_tests_fivetran_platform", "name": "stg_fivetran_platform__destination_membership", "resource_type": "model", "package_name": "fivetran_log", "path": "staging/stg_fivetran_platform__destination_membership.sql", "original_file_path": "models/staging/stg_fivetran_platform__destination_membership.sql", "unique_id": "model.fivetran_log.stg_fivetran_platform__destination_membership", "fqn": ["fivetran_log", "staging", "stg_fivetran_platform__destination_membership"], "alias": "stg_fivetran_platform__destination_membership", "checksum": {"name": "sha256", "checksum": "da8ba27410a264f15f17cd9fd774299fb5fc88fa2f07f898ead71aed3f7f91e8"}, "config": {"enabled": true, "alias": null, "schema": "fivetran_platform", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Table of the users given access to this destination.", "columns": {"destination_id": {"name": "destination_id", "description": "Foreign key referencing the ID of the `destination` that the user is amember of.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "user_id": {"name": "user_id", "description": "Foreign key referencing the ID of the `user` belonging to the destination.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "activated_at": {"name": "activated_at", "description": "Timestamp of when the user was activated in the destination.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "joined_at": {"name": "joined_at", "description": "Timestamp when the user was added to the destination.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "destination_role": {"name": "destination_role", "description": "The user's permissions for this individual destination.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "fivetran_log://models/staging/stg_fivetran_platform.yml", "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "{{ 'sqlw_tests' if target.name == 'databricks-sql' else 'fivetran_platform' }}", "enabled": true}, "created_at": 1715413885.383286, "relation_name": "\"postgres\".\"33_fivetran_platform_integration_tests_fivetran_platform\".\"stg_fivetran_platform__destination_membership\"", "raw_code": "{{ config(enabled=var('fivetran_platform_using_destination_membership', True)) }}\n\nwith base as (\n \n select * from {{ var('destination_membership') }}\n),\n\nfields as (\n\n select\n destination_id,\n user_id,\n cast(activated_at as {{ dbt.type_timestamp() }}) as activated_at,\n cast(joined_at as {{ dbt.type_timestamp() }}) as joined_at,\n role as destination_role\n from base\n)\n\nselect * \nfrom fields", "language": "sql", "refs": [], "sources": [["fivetran_platform", "destination_membership"]], "metrics": [], "depends_on": {"macros": ["macro.dbt.type_timestamp"], "nodes": ["source.fivetran_log.fivetran_platform.destination_membership"]}, "compiled_path": "target/compiled/fivetran_log/models/staging/stg_fivetran_platform__destination_membership.sql", "compiled": true, "compiled_code": "\n\nwith base as (\n \n select * from \"postgres\".\"33_fivetran_platform_integration_tests\".\"destination_membership\"\n),\n\nfields as (\n\n select\n destination_id,\n user_id,\n cast(activated_at as timestamp) as activated_at,\n cast(joined_at as timestamp) as joined_at,\n role as destination_role\n from base\n)\n\nselect * \nfrom fields", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.fivetran_log.stg_fivetran_platform__credits_used": {"database": "postgres", "schema": "33_fivetran_platform_integration_tests_fivetran_platform", "name": "stg_fivetran_platform__credits_used", "resource_type": "model", "package_name": "fivetran_log", "path": "staging/stg_fivetran_platform__credits_used.sql", "original_file_path": "models/staging/stg_fivetran_platform__credits_used.sql", "unique_id": "model.fivetran_log.stg_fivetran_platform__credits_used", "fqn": ["fivetran_log", "staging", "stg_fivetran_platform__credits_used"], "alias": "stg_fivetran_platform__credits_used", "checksum": {"name": "sha256", "checksum": "76bbc964506c87623db1834b7ba8909b841c7abfefa04b790651a9a54eecf4d4"}, "config": {"enabled": true, "alias": null, "schema": "fivetran_platform", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Table of the credits used by the customer per month for each destination.", "columns": {"destination_id": {"name": "destination_id", "description": "Foreign key referencing the `destination` warehouse that was used.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "measured_month": {"name": "measured_month", "description": "The month (yyyy-mm) of the usage activity.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "credits_spent": {"name": "credits_spent", "description": "The total credits used by the destination for the given month.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "fivetran_log://models/staging/stg_fivetran_platform.yml", "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "{{ 'sqlw_tests' if target.name == 'databricks-sql' else 'fivetran_platform' }}"}, "created_at": 1715413885.381212, "relation_name": "\"postgres\".\"33_fivetran_platform_integration_tests_fivetran_platform\".\"stg_fivetran_platform__credits_used\"", "raw_code": "{% if var('fivetran_platform__credits_pricing', does_table_exist('credits_used')) %}\n\nwith base as (\n\n select * \n from {{ var('credits_used') }}\n),\n\nfields as (\n \n select \n destination_id,\n measured_month,\n credits_consumed as credits_spent\n from base\n)\n\nselect * \nfrom fields\n\n{% else %}\n\nselect\n {% if target.type in ('sqlserver') %}\n top 0\n {% endif %}\n\n cast(null as {{ dbt.type_string() }}) as destination_id,\n cast(null as {{ dbt.type_string() }}) as measured_month,\n cast(null as {{ dbt.type_int() }}) as credits_spent\n\n {% if target.type not in ('sqlserver') %}\n limit 0\n {% endif %}\n\n{% endif %}", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.fivetran_log.does_table_exist", "macro.dbt.type_string", "macro.dbt.type_int"], "nodes": []}, "compiled_path": "target/compiled/fivetran_log/models/staging/stg_fivetran_platform__credits_used.sql", "compiled": true, "compiled_code": "\n\nwith base as (\n\n select * \n from \"postgres\".\"33_fivetran_platform_integration_tests\".\"credits_used\"\n),\n\nfields as (\n \n select \n destination_id,\n measured_month,\n credits_consumed as credits_spent\n from base\n)\n\nselect * \nfrom fields\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.fivetran_log.stg_fivetran_platform__usage_cost": {"database": "postgres", "schema": "33_fivetran_platform_integration_tests_fivetran_platform", "name": "stg_fivetran_platform__usage_cost", "resource_type": "model", "package_name": "fivetran_log", "path": "staging/stg_fivetran_platform__usage_cost.sql", "original_file_path": "models/staging/stg_fivetran_platform__usage_cost.sql", "unique_id": "model.fivetran_log.stg_fivetran_platform__usage_cost", "fqn": ["fivetran_log", "staging", "stg_fivetran_platform__usage_cost"], "alias": "stg_fivetran_platform__usage_cost", "checksum": {"name": "sha256", "checksum": "60dd0cb54fa4b2d9b73a98bd13429766162460d53dc88dd45474c35e2fe8d54d"}, "config": {"enabled": true, "alias": null, "schema": "fivetran_platform", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Table of the amount spent by the customer per month for each destination. Amount is represented in USD.", "columns": {"destination_id": {"name": "destination_id", "description": "Foreign key referencing the `destination` warehouse that was used.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "measured_month": {"name": "measured_month", "description": "The month (yyyy-mm) of the usage activity.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "dollars_spent": {"name": "dollars_spent", "description": "The total amount spent by the destination for the given month.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "fivetran_log://models/staging/stg_fivetran_platform.yml", "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "{{ 'sqlw_tests' if target.name == 'databricks-sql' else 'fivetran_platform' }}"}, "created_at": 1715413885.3815308, "relation_name": "\"postgres\".\"33_fivetran_platform_integration_tests_fivetran_platform\".\"stg_fivetran_platform__usage_cost\"", "raw_code": "{% if var('fivetran_platform__usage_pricing', does_table_exist('usage_cost')) %}\nwith base as (\n\n select * \n from {{ var('usage_cost') }}\n),\n\nfields as (\n \n select \n destination_id,\n measured_month,\n amount as dollars_spent\n from base\n)\n\nselect * \nfrom fields\n\n{% else %}\n\nselect\n \n {% if target.type in ('sqlserver') %}\n top 0\n {% endif %}\n\n cast(null as {{ dbt.type_string() }}) as destination_id,\n cast(null as {{ dbt.type_string() }}) as measured_month,\n cast(null as {{ dbt.type_int() }}) as dollars_spent\n\n {% if target.type not in ('sqlserver') %}\n limit 0\n {% endif %}\n\n{% endif %}", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.fivetran_log.does_table_exist", "macro.dbt.type_string", "macro.dbt.type_int"], "nodes": []}, "compiled_path": "target/compiled/fivetran_log/models/staging/stg_fivetran_platform__usage_cost.sql", "compiled": true, "compiled_code": "\nwith base as (\n\n select * \n from \"postgres\".\"33_fivetran_platform_integration_tests\".\"usage_cost\"\n),\n\nfields as (\n \n select \n destination_id,\n measured_month,\n amount as dollars_spent\n from base\n)\n\nselect * \nfrom fields\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.fivetran_log.stg_fivetran_platform__destination": {"database": "postgres", "schema": "33_fivetran_platform_integration_tests_fivetran_platform", "name": "stg_fivetran_platform__destination", "resource_type": "model", "package_name": "fivetran_log", "path": "staging/stg_fivetran_platform__destination.sql", "original_file_path": "models/staging/stg_fivetran_platform__destination.sql", "unique_id": "model.fivetran_log.stg_fivetran_platform__destination", "fqn": ["fivetran_log", "staging", "stg_fivetran_platform__destination"], "alias": "stg_fivetran_platform__destination", "checksum": {"name": "sha256", "checksum": "59e204b797ea6e878de36084e5d3bede69c4f652a31ba542528434ae07ea29c8"}, "config": {"enabled": true, "alias": null, "schema": "fivetran_platform", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Table of the destinations that have data loaded into them. For each declared source, there will be just one record.", "columns": {"destination_id": {"name": "destination_id", "description": "Unique ID of the destination warehouse", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_id": {"name": "account_id", "description": "Foreign key referencing the fivetran `account` associated with the destination.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "created_at": {"name": "created_at", "description": "Timestamp of when the destination was set up.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "destination_name": {"name": "destination_name", "description": "Name of the destination warehouse.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "region": {"name": "region", "description": "Geographical region of the destination.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "fivetran_log://models/staging/stg_fivetran_platform.yml", "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "{{ 'sqlw_tests' if target.name == 'databricks-sql' else 'fivetran_platform' }}"}, "created_at": 1715413885.3819149, "relation_name": "\"postgres\".\"33_fivetran_platform_integration_tests_fivetran_platform\".\"stg_fivetran_platform__destination\"", "raw_code": "with base as (\n\n select * \n from {{ var('destination') }}\n),\n\nfields as (\n\n select\n id as destination_id,\n account_id,\n cast(created_at as {{ dbt.type_timestamp() }}) as created_at,\n name as destination_name,\n region\n from base\n)\n\nselect * \nfrom fields", "language": "sql", "refs": [], "sources": [["fivetran_platform", "destination"]], "metrics": [], "depends_on": {"macros": ["macro.dbt.type_timestamp"], "nodes": ["source.fivetran_log.fivetran_platform.destination"]}, "compiled_path": "target/compiled/fivetran_log/models/staging/stg_fivetran_platform__destination.sql", "compiled": true, "compiled_code": "with base as (\n\n select * \n from \"postgres\".\"33_fivetran_platform_integration_tests\".\"destination\"\n),\n\nfields as (\n\n select\n id as destination_id,\n account_id,\n cast(created_at as timestamp) as created_at,\n name as destination_name,\n region\n from base\n)\n\nselect * \nfrom fields", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.fivetran_log.stg_fivetran_platform__log": {"database": "postgres", "schema": "33_fivetran_platform_integration_tests_fivetran_platform", "name": "stg_fivetran_platform__log", "resource_type": "model", "package_name": "fivetran_log", "path": "staging/stg_fivetran_platform__log.sql", "original_file_path": "models/staging/stg_fivetran_platform__log.sql", "unique_id": "model.fivetran_log.stg_fivetran_platform__log", "fqn": ["fivetran_log", "staging", "stg_fivetran_platform__log"], "alias": "stg_fivetran_platform__log", "checksum": {"name": "sha256", "checksum": "3d7152127b8635b875e7bba19eeca061435b6c0550540fed56cd174a4b3dbd24"}, "config": {"enabled": true, "alias": null, "schema": "fivetran_platform", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Table of logged events related to data syncs. More info on error logs [here](https://fivetran.com/docs/logs/fivetran-log#errorlogs)\n", "columns": {"log_id": {"name": "log_id", "description": "Unique ID of the log record.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "sync_id": {"name": "sync_id", "description": "Identifies which sync the event is associated with.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "created_at": {"name": "created_at", "description": "Timestamp of when the event was logged.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "connector_id": {"name": "connector_id", "description": "The name of the `connector` that the logged event pertains to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "event_type": {"name": "event_type", "description": "The umbrella event type. Events can be classified as a warning, an error, or just an information log.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "message_data": {"name": "message_data", "description": "The details of the event in JSON format.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "event_subtype": {"name": "event_subtype", "description": "The routine involved in the log, defined [here](https://fivetran.com/docs/logs#logevents).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "transformation_id": {"name": "transformation_id", "description": "Foreign key referencing the `transformation` if the event refers to a transformation run.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "fivetran_log://models/staging/stg_fivetran_platform.yml", "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "{{ 'sqlw_tests' if target.name == 'databricks-sql' else 'fivetran_platform' }}"}, "created_at": 1715413885.382336, "relation_name": "\"postgres\".\"33_fivetran_platform_integration_tests_fivetran_platform\".\"stg_fivetran_platform__log\"", "raw_code": "with base as (\n\n select * \n from {{ ref('stg_fivetran_platform__log_tmp') }}\n),\n\nfields as (\n select\n {{\n fivetran_utils.fill_staging_columns(\n source_columns=adapter.get_columns_in_relation(ref('stg_fivetran_platform__log_tmp')),\n staging_columns=get_log_columns()\n )\n }}\n from base\n),\n\nfinal as (\n\n select\n id as log_id, \n sync_id,\n cast(time_stamp as {{ dbt.type_timestamp() }}) as created_at,\n connector_id, -- Note: the connector_id column used to erroneously equal the connector_name, NOT its id.\n case when transformation_id is not null and event is null then 'TRANSFORMATION'\n else event end as event_type, \n message_data,\n case \n when transformation_id is not null and message_data like '%has succeeded%' then 'transformation run success'\n when transformation_id is not null and message_data like '%has failed%' then 'transformation run failed'\n else message_event end as event_subtype,\n transformation_id\n from fields\n)\n\nselect * \nfrom final", "language": "sql", "refs": [{"name": "stg_fivetran_platform__log_tmp", "package": null, "version": null}, {"name": "stg_fivetran_platform__log_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.fivetran_log.get_log_columns", "macro.fivetran_utils.fill_staging_columns", "macro.dbt.type_timestamp"], "nodes": ["model.fivetran_log.stg_fivetran_platform__log_tmp"]}, "compiled_path": "target/compiled/fivetran_log/models/staging/stg_fivetran_platform__log.sql", "compiled": true, "compiled_code": "with base as (\n\n select * \n from \"postgres\".\"33_fivetran_platform_integration_tests_fivetran_platform\".\"stg_fivetran_platform__log_tmp\"\n),\n\nfields as (\n select\n \n \n \n _fivetran_synced\n \n as \n \n _fivetran_synced\n \n, \n \n \n connector_id\n \n as \n \n connector_id\n \n, \n \n \n event\n \n as \n \n event\n \n, \n \n \n id\n \n as \n \n id\n \n, \n \n \n message_data\n \n as \n \n message_data\n \n, \n \n \n message_event\n \n as \n \n message_event\n \n, \n \n \n sync_id\n \n as \n \n sync_id\n \n, \n \n \n time_stamp\n \n as \n \n time_stamp\n \n, \n \n \n transformation_id\n \n as \n \n transformation_id\n \n\n\n\n from base\n),\n\nfinal as (\n\n select\n id as log_id, \n sync_id,\n cast(time_stamp as timestamp) as created_at,\n connector_id, -- Note: the connector_id column used to erroneously equal the connector_name, NOT its id.\n case when transformation_id is not null and event is null then 'TRANSFORMATION'\n else event end as event_type, \n message_data,\n case \n when transformation_id is not null and message_data like '%has succeeded%' then 'transformation run success'\n when transformation_id is not null and message_data like '%has failed%' then 'transformation run failed'\n else message_event end as event_subtype,\n transformation_id\n from fields\n)\n\nselect * \nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.fivetran_log.stg_fivetran_platform__incremental_mar": {"database": "postgres", "schema": "33_fivetran_platform_integration_tests_fivetran_platform", "name": "stg_fivetran_platform__incremental_mar", "resource_type": "model", "package_name": "fivetran_log", "path": "staging/stg_fivetran_platform__incremental_mar.sql", "original_file_path": "models/staging/stg_fivetran_platform__incremental_mar.sql", "unique_id": "model.fivetran_log.stg_fivetran_platform__incremental_mar", "fqn": ["fivetran_log", "staging", "stg_fivetran_platform__incremental_mar"], "alias": "stg_fivetran_platform__incremental_mar", "checksum": {"name": "sha256", "checksum": "e9d206751314e30b94366c9d94ed110146767669605db72745ff1807226304f0"}, "config": {"enabled": true, "alias": null, "schema": "fivetran_platform", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Table of **monthly active row (MAR)** measurements made by table per date. Each measurement is calculated cumulatively for the month and includes all types of mar (paid, free, etc.)\n", "columns": {"connector_name": {"name": "connector_name", "description": "The *name* of the connector being measured. Note - this is erroneously named and will be fixed soon by Fivetran.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "destination_id": {"name": "destination_id", "description": "Foreign key referencing the `destination` whose table is being measured.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "free_type": {"name": "free_type", "description": "If it is free MAR, the value indicates the type of free MAR. For paid MAR, the value is `PAID`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "measured_date": {"name": "measured_date", "description": "Timestamp of when the MAR measurement was made.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "incremental_rows": {"name": "incremental_rows", "description": "The number of new distinct primary keys on the current day synced for the connector.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "sync_type": {"name": "sync_type", "description": "This defines whether the sync for which MAR calculated is HISTORICAL or INCREMENTAL. Currently, the available value is UNKNOWN.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "schema_name": {"name": "schema_name", "description": "The name of the connector's schema that houses the measured table.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "table_name": {"name": "table_name", "description": "The name of the table whose MAR was measured.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "updated_at": {"name": "updated_at", "description": "Timestamp of when the record was last updated.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_fivetran_synced": {"name": "_fivetran_synced", "description": "Timestamp of when the record was last synced.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "fivetran_log://models/staging/stg_fivetran_platform.yml", "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "{{ 'sqlw_tests' if target.name == 'databricks-sql' else 'fivetran_platform' }}"}, "created_at": 1715413885.3801, "relation_name": "\"postgres\".\"33_fivetran_platform_integration_tests_fivetran_platform\".\"stg_fivetran_platform__incremental_mar\"", "raw_code": "with base as (\n\n select * \n from {{ var('incremental_mar') }}\n),\n\nfields as (\n\n select\n connector_id as connector_name,\n destination_id,\n free_type,\n cast(measured_date as {{ dbt.type_timestamp() }}) as measured_date,\n schema_name,\n sync_type,\n table_name,\n updated_at,\n _fivetran_synced,\n incremental_rows\n from base\n)\n\nselect * \nfrom fields", "language": "sql", "refs": [], "sources": [["fivetran_platform", "incremental_mar"]], "metrics": [], "depends_on": {"macros": ["macro.dbt.type_timestamp"], "nodes": ["source.fivetran_log.fivetran_platform.incremental_mar"]}, "compiled_path": "target/compiled/fivetran_log/models/staging/stg_fivetran_platform__incremental_mar.sql", "compiled": true, "compiled_code": "with base as (\n\n select * \n from \"postgres\".\"33_fivetran_platform_integration_tests\".\"incremental_mar\"\n),\n\nfields as (\n\n select\n connector_id as connector_name,\n destination_id,\n free_type,\n cast(measured_date as timestamp) as measured_date,\n schema_name,\n sync_type,\n table_name,\n updated_at,\n _fivetran_synced,\n incremental_rows\n from base\n)\n\nselect * \nfrom fields", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.fivetran_log.stg_fivetran_platform__connector": {"database": "postgres", "schema": "33_fivetran_platform_integration_tests_fivetran_platform", "name": "stg_fivetran_platform__connector", "resource_type": "model", "package_name": "fivetran_log", "path": "staging/stg_fivetran_platform__connector.sql", "original_file_path": "models/staging/stg_fivetran_platform__connector.sql", "unique_id": "model.fivetran_log.stg_fivetran_platform__connector", "fqn": ["fivetran_log", "staging", "stg_fivetran_platform__connector"], "alias": "stg_fivetran_platform__connector", "checksum": {"name": "sha256", "checksum": "e9798eb5f0774d87225c5d5036c233b69fa5f8bdb2244530b77b90259cefcb3c"}, "config": {"enabled": true, "alias": null, "schema": "fivetran_platform", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Table of all connectors loading data into warehouses. Note that deleted connectors are not removed, but can be identified by having an older _fivetran_synced field relative to other connectors.\n", "columns": {"connector_id": {"name": "connector_id", "description": "System generated destination-unique ID of the connector.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "connecting_user_id": {"name": "connecting_user_id", "description": "Foreign key referencing the `user` who set up the connection.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "connector_name": {"name": "connector_name", "description": "Individual name of the connector. Note that this could be different from the `incremental_mar.schema_name`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "connector_type": {"name": "connector_type", "description": "The kind of connector (ie google sheets, webhooks).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "destination_id": {"name": "destination_id", "description": "Foreign key referencing the `destination` warehouse that the connector data is loaded into.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "is_paused": {"name": "is_paused", "description": "Boolean that is true if the connector's sync is currently paused.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "set_up_at": {"name": "set_up_at", "description": "Timestamp of when the connection was set up.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "is_deleted": {"name": "is_deleted", "description": "Boolean that is true if the connector has been deleted.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "fivetran_log://models/staging/stg_fivetran_platform.yml", "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "{{ 'sqlw_tests' if target.name == 'databricks-sql' else 'fivetran_platform' }}"}, "created_at": 1715413885.380883, "relation_name": "\"postgres\".\"33_fivetran_platform_integration_tests_fivetran_platform\".\"stg_fivetran_platform__connector\"", "raw_code": "with base as (\n\n select * \n from {{ ref('stg_fivetran_platform__connector_tmp') }}\n),\n\nfields as (\n select\n {{\n fivetran_utils.fill_staging_columns(\n source_columns=adapter.get_columns_in_relation(ref('stg_fivetran_platform__connector_tmp')),\n staging_columns=get_connector_columns()\n )\n }}\n ,row_number() over ( partition by connector_name, destination_id order by _fivetran_synced desc ) as nth_last_record\n from base\n),\n\nfinal as (\n\n select \n connector_id,\n connector_name,\n coalesce(connector_type_id, connector_type) as connector_type,\n destination_id,\n connecting_user_id,\n paused as is_paused,\n signed_up as set_up_at,\n coalesce(_fivetran_deleted,{{ ' 0 ' if target.type == 'sqlserver' else ' false'}}) as is_deleted\n from fields\n\n -- Only look at the most recent one\n where nth_last_record = 1\n)\n\nselect * \nfrom final", "language": "sql", "refs": [{"name": "stg_fivetran_platform__connector_tmp", "package": null, "version": null}, {"name": "stg_fivetran_platform__connector_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.fivetran_log.get_connector_columns", "macro.fivetran_utils.fill_staging_columns"], "nodes": ["model.fivetran_log.stg_fivetran_platform__connector_tmp"]}, "compiled_path": "target/compiled/fivetran_log/models/staging/stg_fivetran_platform__connector.sql", "compiled": true, "compiled_code": "with base as (\n\n select * \n from \"postgres\".\"33_fivetran_platform_integration_tests_fivetran_platform\".\"stg_fivetran_platform__connector_tmp\"\n),\n\nfields as (\n select\n \n \n \n _fivetran_deleted\n \n as \n \n _fivetran_deleted\n \n, \n \n \n _fivetran_synced\n \n as \n \n _fivetran_synced\n \n, \n \n \n connecting_user_id\n \n as \n \n connecting_user_id\n \n, \n \n \n connector_id\n \n as \n \n connector_id\n \n, \n \n \n connector_name\n \n as \n \n connector_name\n \n, \n \n \n connector_type\n \n as \n \n connector_type\n \n, \n cast(null as TEXT) as \n \n connector_type_id\n \n , \n \n \n destination_id\n \n as \n \n destination_id\n \n, \n \n \n paused\n \n as \n \n paused\n \n, \n cast(null as integer) as \n \n service_version\n \n , \n \n \n signed_up\n \n as \n \n signed_up\n \n\n\n\n ,row_number() over ( partition by connector_name, destination_id order by _fivetran_synced desc ) as nth_last_record\n from base\n),\n\nfinal as (\n\n select \n connector_id,\n connector_name,\n coalesce(connector_type_id, connector_type) as connector_type,\n destination_id,\n connecting_user_id,\n paused as is_paused,\n signed_up as set_up_at,\n coalesce(_fivetran_deleted, false) as is_deleted\n from fields\n\n -- Only look at the most recent one\n where nth_last_record = 1\n)\n\nselect * \nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.fivetran_log.stg_fivetran_platform__account": {"database": "postgres", "schema": "33_fivetran_platform_integration_tests_fivetran_platform", "name": "stg_fivetran_platform__account", "resource_type": "model", "package_name": "fivetran_log", "path": "staging/stg_fivetran_platform__account.sql", "original_file_path": "models/staging/stg_fivetran_platform__account.sql", "unique_id": "model.fivetran_log.stg_fivetran_platform__account", "fqn": ["fivetran_log", "staging", "stg_fivetran_platform__account"], "alias": "stg_fivetran_platform__account", "checksum": {"name": "sha256", "checksum": "877d7ad3b526b29b2806da63bbb80eceaab46ac8b530a132361bb0c2ab74a20a"}, "config": {"enabled": true, "alias": null, "schema": "fivetran_platform", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Table of information on this Fivetran account.", "columns": {"account_id": {"name": "account_id", "description": "Unique ID of the account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "country": {"name": "country", "description": "Country of the account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "created_at": {"name": "created_at", "description": "Timestamp of when the account was created.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_name": {"name": "account_name", "description": "Name of the Fivetran account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "status": {"name": "status", "description": "Status of the Fivetran account (ie trial, frozen).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "fivetran_log://models/staging/stg_fivetran_platform.yml", "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "{{ 'sqlw_tests' if target.name == 'databricks-sql' else 'fivetran_platform' }}"}, "created_at": 1715413885.3829231, "relation_name": "\"postgres\".\"33_fivetran_platform_integration_tests_fivetran_platform\".\"stg_fivetran_platform__account\"", "raw_code": "with base as (\n \n select * \n from {{ var('account') }}\n),\n\nfields as (\n\n select\n id as account_id,\n country,\n cast(created_at as {{ dbt.type_timestamp() }}) as created_at,\n name as account_name,\n status\n from base\n)\n\nselect * \nfrom fields", "language": "sql", "refs": [], "sources": [["fivetran_platform", "account"]], "metrics": [], "depends_on": {"macros": ["macro.dbt.type_timestamp"], "nodes": ["source.fivetran_log.fivetran_platform.account"]}, "compiled_path": "target/compiled/fivetran_log/models/staging/stg_fivetran_platform__account.sql", "compiled": true, "compiled_code": "with base as (\n \n select * \n from \"postgres\".\"33_fivetran_platform_integration_tests\".\"account\"\n),\n\nfields as (\n\n select\n id as account_id,\n country,\n cast(created_at as timestamp) as created_at,\n name as account_name,\n status\n from base\n)\n\nselect * \nfrom fields", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.fivetran_log.stg_fivetran_platform__connector_tmp": {"database": "postgres", "schema": "33_fivetran_platform_integration_tests_fivetran_platform", "name": "stg_fivetran_platform__connector_tmp", "resource_type": "model", "package_name": "fivetran_log", "path": "staging/tmp/stg_fivetran_platform__connector_tmp.sql", "original_file_path": "models/staging/tmp/stg_fivetran_platform__connector_tmp.sql", "unique_id": "model.fivetran_log.stg_fivetran_platform__connector_tmp", "fqn": ["fivetran_log", "staging", "tmp", "stg_fivetran_platform__connector_tmp"], "alias": "stg_fivetran_platform__connector_tmp", "checksum": {"name": "sha256", "checksum": "37733092912c2e3514778a0a8826e3c673dc46b5202e6319f1f193da6e453a9e"}, "config": {"enabled": true, "alias": null, "schema": "fivetran_platform", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "view", "schema": "{{ 'sqlw_tests' if target.name == 'databricks-sql' else 'fivetran_platform' }}"}, "created_at": 1715413885.205568, "relation_name": "\"postgres\".\"33_fivetran_platform_integration_tests_fivetran_platform\".\"stg_fivetran_platform__connector_tmp\"", "raw_code": "select *\nfrom {{ var('connector') }}", "language": "sql", "refs": [], "sources": [["fivetran_platform", "connector"]], "metrics": [], "depends_on": {"macros": [], "nodes": ["source.fivetran_log.fivetran_platform.connector"]}, "compiled_path": "target/compiled/fivetran_log/models/staging/tmp/stg_fivetran_platform__connector_tmp.sql", "compiled": true, "compiled_code": "select *\nfrom \"postgres\".\"33_fivetran_platform_integration_tests\".\"connector\"", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.fivetran_log.stg_fivetran_platform__log_tmp": {"database": "postgres", "schema": "33_fivetran_platform_integration_tests_fivetran_platform", "name": "stg_fivetran_platform__log_tmp", "resource_type": "model", "package_name": "fivetran_log", "path": "staging/tmp/stg_fivetran_platform__log_tmp.sql", "original_file_path": "models/staging/tmp/stg_fivetran_platform__log_tmp.sql", "unique_id": "model.fivetran_log.stg_fivetran_platform__log_tmp", "fqn": ["fivetran_log", "staging", "tmp", "stg_fivetran_platform__log_tmp"], "alias": "stg_fivetran_platform__log_tmp", "checksum": {"name": "sha256", "checksum": "9e05b5b47bbe8eb4004c8113700379a9432e90318d78d548db6f933fd549ed1b"}, "config": {"enabled": true, "alias": null, "schema": "fivetran_platform", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "view", "schema": "{{ 'sqlw_tests' if target.name == 'databricks-sql' else 'fivetran_platform' }}"}, "created_at": 1715413885.211576, "relation_name": "\"postgres\".\"33_fivetran_platform_integration_tests_fivetran_platform\".\"stg_fivetran_platform__log_tmp\"", "raw_code": "select *\nfrom {{ var('log') }}", "language": "sql", "refs": [], "sources": [["fivetran_platform", "log"]], "metrics": [], "depends_on": {"macros": [], "nodes": ["source.fivetran_log.fivetran_platform.log"]}, "compiled_path": "target/compiled/fivetran_log/models/staging/tmp/stg_fivetran_platform__log_tmp.sql", "compiled": true, "compiled_code": "select *\nfrom \"postgres\".\"33_fivetran_platform_integration_tests\".\"log\"", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "test.fivetran_log.dbt_utils_unique_combination_of_columns_fivetran_platform__connector_status_connector_id__destination_id.1d83a6dd89": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["connector_id", "destination_id"], "model": "{{ get_where_subquery(ref('fivetran_platform__connector_status')) }}"}, "namespace": "dbt_utils"}, "database": "postgres", "schema": "33_fivetran_platform_integration_tests_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_fivetran_platform__connector_status_connector_id__destination_id", "resource_type": "test", "package_name": "fivetran_log", "path": "dbt_utils_unique_combination_o_9c256f55ad3a377c96e1dd3e7937ee43.sql", "original_file_path": "models/fivetran_platform.yml", "unique_id": "test.fivetran_log.dbt_utils_unique_combination_of_columns_fivetran_platform__connector_status_connector_id__destination_id.1d83a6dd89", "fqn": ["fivetran_log", "dbt_utils_unique_combination_of_columns_fivetran_platform__connector_status_connector_id__destination_id"], "alias": "dbt_utils_unique_combination_o_9c256f55ad3a377c96e1dd3e7937ee43", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_9c256f55ad3a377c96e1dd3e7937ee43", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_9c256f55ad3a377c96e1dd3e7937ee43"}, "created_at": 1715413885.307488, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_9c256f55ad3a377c96e1dd3e7937ee43\") }}", "language": "sql", "refs": [{"name": "fivetran_platform__connector_status", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.fivetran_log.fivetran_platform__connector_status"]}, "compiled_path": "target/compiled/fivetran_log/models/fivetran_platform.yml/dbt_utils_unique_combination_o_9c256f55ad3a377c96e1dd3e7937ee43.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n connector_id, destination_id\n from \"postgres\".\"33_fivetran_platform_integration_tests_fivetran_platform\".\"fivetran_platform__connector_status\"\n group by connector_id, destination_id\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.fivetran_platform__connector_status", "attached_node": "model.fivetran_log.fivetran_platform__connector_status"}, "test.fivetran_log.dbt_utils_unique_combination_of_columns_fivetran_platform__mar_table_history_connector_id__destination_id__schema_name__table_name__measured_month.b7babb1441": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["connector_id", "destination_id", "schema_name", "table_name", "measured_month"], "model": "{{ get_where_subquery(ref('fivetran_platform__mar_table_history')) }}"}, "namespace": "dbt_utils"}, "database": "postgres", "schema": "33_fivetran_platform_integration_tests_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_fivetran_platform__mar_table_history_connector_id__destination_id__schema_name__table_name__measured_month", "resource_type": "test", "package_name": "fivetran_log", "path": "dbt_utils_unique_combination_o_f0f14399f5c8529316783469547415e8.sql", "original_file_path": "models/fivetran_platform.yml", "unique_id": "test.fivetran_log.dbt_utils_unique_combination_of_columns_fivetran_platform__mar_table_history_connector_id__destination_id__schema_name__table_name__measured_month.b7babb1441", "fqn": ["fivetran_log", "dbt_utils_unique_combination_of_columns_fivetran_platform__mar_table_history_connector_id__destination_id__schema_name__table_name__measured_month"], "alias": "dbt_utils_unique_combination_o_f0f14399f5c8529316783469547415e8", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_f0f14399f5c8529316783469547415e8", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_f0f14399f5c8529316783469547415e8"}, "created_at": 1715413885.3153012, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_f0f14399f5c8529316783469547415e8\") }}", "language": "sql", "refs": [{"name": "fivetran_platform__mar_table_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.fivetran_log.fivetran_platform__mar_table_history"]}, "compiled_path": "target/compiled/fivetran_log/models/fivetran_platform.yml/dbt_utils_unique_combination_o_f0f14399f5c8529316783469547415e8.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n connector_id, destination_id, schema_name, table_name, measured_month\n from \"postgres\".\"33_fivetran_platform_integration_tests_fivetran_platform\".\"fivetran_platform__mar_table_history\"\n group by connector_id, destination_id, schema_name, table_name, measured_month\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.fivetran_platform__mar_table_history", "attached_node": "model.fivetran_log.fivetran_platform__mar_table_history"}, "test.fivetran_log.dbt_utils_unique_combination_of_columns_fivetran_platform__usage_mar_destination_history_destination_id__measured_month.05f6419efd": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["destination_id", "measured_month"], "model": "{{ get_where_subquery(ref('fivetran_platform__usage_mar_destination_history')) }}"}, "namespace": "dbt_utils"}, "database": "postgres", "schema": "33_fivetran_platform_integration_tests_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_fivetran_platform__usage_mar_destination_history_destination_id__measured_month", "resource_type": "test", "package_name": "fivetran_log", "path": "dbt_utils_unique_combination_o_da02d00f63e8a07792a8833576eda06b.sql", "original_file_path": "models/fivetran_platform.yml", "unique_id": "test.fivetran_log.dbt_utils_unique_combination_of_columns_fivetran_platform__usage_mar_destination_history_destination_id__measured_month.05f6419efd", "fqn": ["fivetran_log", "dbt_utils_unique_combination_of_columns_fivetran_platform__usage_mar_destination_history_destination_id__measured_month"], "alias": "dbt_utils_unique_combination_o_da02d00f63e8a07792a8833576eda06b", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_da02d00f63e8a07792a8833576eda06b", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_da02d00f63e8a07792a8833576eda06b"}, "created_at": 1715413885.317995, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_da02d00f63e8a07792a8833576eda06b\") }}", "language": "sql", "refs": [{"name": "fivetran_platform__usage_mar_destination_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.fivetran_log.fivetran_platform__usage_mar_destination_history"]}, "compiled_path": "target/compiled/fivetran_log/models/fivetran_platform.yml/dbt_utils_unique_combination_o_da02d00f63e8a07792a8833576eda06b.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n destination_id, measured_month\n from \"postgres\".\"33_fivetran_platform_integration_tests_fivetran_platform\".\"fivetran_platform__usage_mar_destination_history\"\n group by destination_id, measured_month\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.fivetran_platform__usage_mar_destination_history", "attached_node": "model.fivetran_log.fivetran_platform__usage_mar_destination_history"}, "test.fivetran_log.dbt_utils_unique_combination_of_columns_fivetran_platform__connector_daily_events_connector_id__destination_id__date_day.a279340e8f": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["connector_id", "destination_id", "date_day"], "model": "{{ get_where_subquery(ref('fivetran_platform__connector_daily_events')) }}"}, "namespace": "dbt_utils"}, "database": "postgres", "schema": "33_fivetran_platform_integration_tests_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_fivetran_platform__connector_daily_events_connector_id__destination_id__date_day", "resource_type": "test", "package_name": "fivetran_log", "path": "dbt_utils_unique_combination_o_09e0b187d8bc993e5ae311c3de6144a1.sql", "original_file_path": "models/fivetran_platform.yml", "unique_id": "test.fivetran_log.dbt_utils_unique_combination_of_columns_fivetran_platform__connector_daily_events_connector_id__destination_id__date_day.a279340e8f", "fqn": ["fivetran_log", "dbt_utils_unique_combination_of_columns_fivetran_platform__connector_daily_events_connector_id__destination_id__date_day"], "alias": "dbt_utils_unique_combination_o_09e0b187d8bc993e5ae311c3de6144a1", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_09e0b187d8bc993e5ae311c3de6144a1", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_09e0b187d8bc993e5ae311c3de6144a1"}, "created_at": 1715413885.3208141, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_09e0b187d8bc993e5ae311c3de6144a1\") }}", "language": "sql", "refs": [{"name": "fivetran_platform__connector_daily_events", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.fivetran_log.fivetran_platform__connector_daily_events"]}, "compiled_path": "target/compiled/fivetran_log/models/fivetran_platform.yml/dbt_utils_unique_combination_o_09e0b187d8bc993e5ae311c3de6144a1.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n connector_id, destination_id, date_day\n from \"postgres\".\"33_fivetran_platform_integration_tests_fivetran_platform\".\"fivetran_platform__connector_daily_events\"\n group by connector_id, destination_id, date_day\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.fivetran_platform__connector_daily_events", "attached_node": "model.fivetran_log.fivetran_platform__connector_daily_events"}, "test.fivetran_log.unique_fivetran_platform__audit_table_unique_table_sync_key.308ad058f7": {"test_metadata": {"name": "unique", "kwargs": {"column_name": "unique_table_sync_key", "model": "{{ get_where_subquery(ref('fivetran_platform__audit_table')) }}"}, "namespace": null}, "database": "postgres", "schema": "33_fivetran_platform_integration_tests_dbt_test__audit", "name": "unique_fivetran_platform__audit_table_unique_table_sync_key", "resource_type": "test", "package_name": "fivetran_log", "path": "unique_fivetran_platform__audit_table_unique_table_sync_key.sql", "original_file_path": "models/fivetran_platform.yml", "unique_id": "test.fivetran_log.unique_fivetran_platform__audit_table_unique_table_sync_key.308ad058f7", "fqn": ["fivetran_log", "unique_fivetran_platform__audit_table_unique_table_sync_key"], "alias": "unique_fivetran_platform__audit_table_unique_table_sync_key", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {}, "created_at": 1715413885.323489, "relation_name": null, "raw_code": "{{ test_unique(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "fivetran_platform__audit_table", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_unique", "macro.dbt.get_where_subquery"], "nodes": ["model.fivetran_log.fivetran_platform__audit_table"]}, "compiled_path": "target/compiled/fivetran_log/models/fivetran_platform.yml/unique_fivetran_platform__audit_table_unique_table_sync_key.sql", "compiled": true, "compiled_code": "\n \n \n\nselect\n unique_table_sync_key as unique_field,\n count(*) as n_records\n\nfrom \"postgres\".\"33_fivetran_platform_integration_tests_fivetran_platform\".\"fivetran_platform__audit_table\"\nwhere unique_table_sync_key is not null\ngroup by unique_table_sync_key\nhaving count(*) > 1\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "unique_table_sync_key", "file_key_name": "models.fivetran_platform__audit_table", "attached_node": "model.fivetran_log.fivetran_platform__audit_table"}, "test.fivetran_log.not_null_fivetran_platform__audit_table_unique_table_sync_key.d6c37e48af": {"test_metadata": {"name": "not_null", "kwargs": {"column_name": "unique_table_sync_key", "model": "{{ get_where_subquery(ref('fivetran_platform__audit_table')) }}"}, "namespace": null}, "database": "postgres", "schema": "33_fivetran_platform_integration_tests_dbt_test__audit", "name": "not_null_fivetran_platform__audit_table_unique_table_sync_key", "resource_type": "test", "package_name": "fivetran_log", "path": "not_null_fivetran_platform__audit_table_unique_table_sync_key.sql", "original_file_path": "models/fivetran_platform.yml", "unique_id": "test.fivetran_log.not_null_fivetran_platform__audit_table_unique_table_sync_key.d6c37e48af", "fqn": ["fivetran_log", "not_null_fivetran_platform__audit_table_unique_table_sync_key"], "alias": "not_null_fivetran_platform__audit_table_unique_table_sync_key", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {}, "created_at": 1715413885.3246112, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "fivetran_platform__audit_table", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.fivetran_log.fivetran_platform__audit_table"]}, "compiled_path": "target/compiled/fivetran_log/models/fivetran_platform.yml/not_null_fivetran_platform__audit_table_unique_table_sync_key.sql", "compiled": true, "compiled_code": "\n \n \n\n\n\nselect unique_table_sync_key\nfrom \"postgres\".\"33_fivetran_platform_integration_tests_fivetran_platform\".\"fivetran_platform__audit_table\"\nwhere unique_table_sync_key is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "unique_table_sync_key", "file_key_name": "models.fivetran_platform__audit_table", "attached_node": "model.fivetran_log.fivetran_platform__audit_table"}, "test.fivetran_log.dbt_utils_unique_combination_of_columns_fivetran_platform__schema_changelog_connector_id__destination_id__message_data__created_at.cc39f64493": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["connector_id", "destination_id", "message_data", "created_at"], "model": "{{ get_where_subquery(ref('fivetran_platform__schema_changelog')) }}"}, "namespace": "dbt_utils"}, "database": "postgres", "schema": "33_fivetran_platform_integration_tests_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_fivetran_platform__schema_changelog_connector_id__destination_id__message_data__created_at", "resource_type": "test", "package_name": "fivetran_log", "path": "dbt_utils_unique_combination_o_9aef0d81d64508710644e2d85b13c3dd.sql", "original_file_path": "models/fivetran_platform.yml", "unique_id": "test.fivetran_log.dbt_utils_unique_combination_of_columns_fivetran_platform__schema_changelog_connector_id__destination_id__message_data__created_at.cc39f64493", "fqn": ["fivetran_log", "dbt_utils_unique_combination_of_columns_fivetran_platform__schema_changelog_connector_id__destination_id__message_data__created_at"], "alias": "dbt_utils_unique_combination_o_9aef0d81d64508710644e2d85b13c3dd", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_9aef0d81d64508710644e2d85b13c3dd", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_9aef0d81d64508710644e2d85b13c3dd"}, "created_at": 1715413885.32575, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_9aef0d81d64508710644e2d85b13c3dd\") }}", "language": "sql", "refs": [{"name": "fivetran_platform__schema_changelog", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.fivetran_log.fivetran_platform__schema_changelog"]}, "compiled_path": "target/compiled/fivetran_log/models/fivetran_platform.yml/dbt_utils_unique_combination_o_9aef0d81d64508710644e2d85b13c3dd.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n connector_id, destination_id, message_data, created_at\n from \"postgres\".\"33_fivetran_platform_integration_tests_fivetran_platform\".\"fivetran_platform__schema_changelog\"\n group by connector_id, destination_id, message_data, created_at\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.fivetran_platform__schema_changelog", "attached_node": "model.fivetran_log.fivetran_platform__schema_changelog"}, "test.fivetran_log.dbt_utils_unique_combination_of_columns_fivetran_platform__audit_user_activity_log_id__occurred_at.be572689a3": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["log_id", "occurred_at"], "model": "{{ get_where_subquery(ref('fivetran_platform__audit_user_activity')) }}"}, "namespace": "dbt_utils"}, "database": "postgres", "schema": "33_fivetran_platform_integration_tests_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_fivetran_platform__audit_user_activity_log_id__occurred_at", "resource_type": "test", "package_name": "fivetran_log", "path": "dbt_utils_unique_combination_o_fec574df3883d2c29de1d09d9c7c0b8f.sql", "original_file_path": "models/fivetran_platform.yml", "unique_id": "test.fivetran_log.dbt_utils_unique_combination_of_columns_fivetran_platform__audit_user_activity_log_id__occurred_at.be572689a3", "fqn": ["fivetran_log", "dbt_utils_unique_combination_of_columns_fivetran_platform__audit_user_activity_log_id__occurred_at"], "alias": "dbt_utils_unique_combination_o_fec574df3883d2c29de1d09d9c7c0b8f", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_fec574df3883d2c29de1d09d9c7c0b8f", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_fec574df3883d2c29de1d09d9c7c0b8f"}, "created_at": 1715413885.328475, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_fec574df3883d2c29de1d09d9c7c0b8f\") }}", "language": "sql", "refs": [{"name": "fivetran_platform__audit_user_activity", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.fivetran_log.fivetran_platform__audit_user_activity"]}, "compiled_path": "target/compiled/fivetran_log/models/fivetran_platform.yml/dbt_utils_unique_combination_o_fec574df3883d2c29de1d09d9c7c0b8f.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n log_id, occurred_at\n from \"postgres\".\"33_fivetran_platform_integration_tests_fivetran_platform\".\"fivetran_platform__audit_user_activity\"\n group by log_id, occurred_at\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.fivetran_platform__audit_user_activity", "attached_node": "model.fivetran_log.fivetran_platform__audit_user_activity"}, "test.fivetran_log.dbt_utils_unique_combination_of_columns_stg_fivetran_platform__connector_connector_name__destination_id.38a4da659a": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["connector_name", "destination_id"], "model": "{{ get_where_subquery(ref('stg_fivetran_platform__connector')) }}"}, "namespace": "dbt_utils"}, "database": "postgres", "schema": "33_fivetran_platform_integration_tests_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_stg_fivetran_platform__connector_connector_name__destination_id", "resource_type": "test", "package_name": "fivetran_log", "path": "dbt_utils_unique_combination_o_94d58d63b4a7daa71a31a2dc5849ef62.sql", "original_file_path": "models/staging/stg_fivetran_platform.yml", "unique_id": "test.fivetran_log.dbt_utils_unique_combination_of_columns_stg_fivetran_platform__connector_connector_name__destination_id.38a4da659a", "fqn": ["fivetran_log", "staging", "dbt_utils_unique_combination_of_columns_stg_fivetran_platform__connector_connector_name__destination_id"], "alias": "dbt_utils_unique_combination_o_94d58d63b4a7daa71a31a2dc5849ef62", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_94d58d63b4a7daa71a31a2dc5849ef62", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_94d58d63b4a7daa71a31a2dc5849ef62"}, "created_at": 1715413885.3846002, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_94d58d63b4a7daa71a31a2dc5849ef62\") }}", "language": "sql", "refs": [{"name": "stg_fivetran_platform__connector", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.fivetran_log.stg_fivetran_platform__connector"]}, "compiled_path": "target/compiled/fivetran_log/models/staging/stg_fivetran_platform.yml/dbt_utils_unique_combination_o_94d58d63b4a7daa71a31a2dc5849ef62.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n connector_name, destination_id\n from \"postgres\".\"33_fivetran_platform_integration_tests_fivetran_platform\".\"stg_fivetran_platform__connector\"\n group by connector_name, destination_id\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.stg_fivetran_platform__connector", "attached_node": "model.fivetran_log.stg_fivetran_platform__connector"}, "test.fivetran_log.dbt_utils_unique_combination_of_columns_stg_fivetran_platform__credits_used_measured_month__destination_id.bea8f20c38": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["measured_month", "destination_id"], "model": "{{ get_where_subquery(ref('stg_fivetran_platform__credits_used')) }}"}, "namespace": "dbt_utils"}, "database": "postgres", "schema": "33_fivetran_platform_integration_tests_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_stg_fivetran_platform__credits_used_measured_month__destination_id", "resource_type": "test", "package_name": "fivetran_log", "path": "dbt_utils_unique_combination_o_2ac23f274f5f6f789e728f8b8eeb5f68.sql", "original_file_path": "models/staging/stg_fivetran_platform.yml", "unique_id": "test.fivetran_log.dbt_utils_unique_combination_of_columns_stg_fivetran_platform__credits_used_measured_month__destination_id.bea8f20c38", "fqn": ["fivetran_log", "staging", "dbt_utils_unique_combination_of_columns_stg_fivetran_platform__credits_used_measured_month__destination_id"], "alias": "dbt_utils_unique_combination_o_2ac23f274f5f6f789e728f8b8eeb5f68", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_2ac23f274f5f6f789e728f8b8eeb5f68", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_2ac23f274f5f6f789e728f8b8eeb5f68"}, "created_at": 1715413885.3874922, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_2ac23f274f5f6f789e728f8b8eeb5f68\") }}", "language": "sql", "refs": [{"name": "stg_fivetran_platform__credits_used", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.fivetran_log.stg_fivetran_platform__credits_used"]}, "compiled_path": "target/compiled/fivetran_log/models/staging/stg_fivetran_platform.yml/dbt_utils_unique_combination_o_2ac23f274f5f6f789e728f8b8eeb5f68.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n measured_month, destination_id\n from \"postgres\".\"33_fivetran_platform_integration_tests_fivetran_platform\".\"stg_fivetran_platform__credits_used\"\n group by measured_month, destination_id\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.stg_fivetran_platform__credits_used", "attached_node": "model.fivetran_log.stg_fivetran_platform__credits_used"}, "test.fivetran_log.dbt_utils_unique_combination_of_columns_stg_fivetran_platform__usage_cost_measured_month__destination_id.d6d997525f": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["measured_month", "destination_id"], "model": "{{ get_where_subquery(ref('stg_fivetran_platform__usage_cost')) }}"}, "namespace": "dbt_utils"}, "database": "postgres", "schema": "33_fivetran_platform_integration_tests_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_stg_fivetran_platform__usage_cost_measured_month__destination_id", "resource_type": "test", "package_name": "fivetran_log", "path": "dbt_utils_unique_combination_o_43f2593f9f395f170695be71ec85a945.sql", "original_file_path": "models/staging/stg_fivetran_platform.yml", "unique_id": "test.fivetran_log.dbt_utils_unique_combination_of_columns_stg_fivetran_platform__usage_cost_measured_month__destination_id.d6d997525f", "fqn": ["fivetran_log", "staging", "dbt_utils_unique_combination_of_columns_stg_fivetran_platform__usage_cost_measured_month__destination_id"], "alias": "dbt_utils_unique_combination_o_43f2593f9f395f170695be71ec85a945", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_43f2593f9f395f170695be71ec85a945", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_43f2593f9f395f170695be71ec85a945"}, "created_at": 1715413885.390223, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_43f2593f9f395f170695be71ec85a945\") }}", "language": "sql", "refs": [{"name": "stg_fivetran_platform__usage_cost", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.fivetran_log.stg_fivetran_platform__usage_cost"]}, "compiled_path": "target/compiled/fivetran_log/models/staging/stg_fivetran_platform.yml/dbt_utils_unique_combination_o_43f2593f9f395f170695be71ec85a945.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n measured_month, destination_id\n from \"postgres\".\"33_fivetran_platform_integration_tests_fivetran_platform\".\"stg_fivetran_platform__usage_cost\"\n group by measured_month, destination_id\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.stg_fivetran_platform__usage_cost", "attached_node": "model.fivetran_log.stg_fivetran_platform__usage_cost"}, "test.fivetran_log.unique_stg_fivetran_platform__destination_destination_id.582a1280ed": {"test_metadata": {"name": "unique", "kwargs": {"column_name": "destination_id", "model": "{{ get_where_subquery(ref('stg_fivetran_platform__destination')) }}"}, "namespace": null}, "database": "postgres", "schema": "33_fivetran_platform_integration_tests_dbt_test__audit", "name": "unique_stg_fivetran_platform__destination_destination_id", "resource_type": "test", "package_name": "fivetran_log", "path": "unique_stg_fivetran_platform__destination_destination_id.sql", "original_file_path": "models/staging/stg_fivetran_platform.yml", "unique_id": "test.fivetran_log.unique_stg_fivetran_platform__destination_destination_id.582a1280ed", "fqn": ["fivetran_log", "staging", "unique_stg_fivetran_platform__destination_destination_id"], "alias": "unique_stg_fivetran_platform__destination_destination_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {}, "created_at": 1715413885.3929012, "relation_name": null, "raw_code": "{{ test_unique(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "stg_fivetran_platform__destination", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_unique", "macro.dbt.get_where_subquery"], "nodes": ["model.fivetran_log.stg_fivetran_platform__destination"]}, "compiled_path": "target/compiled/fivetran_log/models/staging/stg_fivetran_platform.yml/unique_stg_fivetran_platform__destination_destination_id.sql", "compiled": true, "compiled_code": "\n \n \n\nselect\n destination_id as unique_field,\n count(*) as n_records\n\nfrom \"postgres\".\"33_fivetran_platform_integration_tests_fivetran_platform\".\"stg_fivetran_platform__destination\"\nwhere destination_id is not null\ngroup by destination_id\nhaving count(*) > 1\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "destination_id", "file_key_name": "models.stg_fivetran_platform__destination", "attached_node": "model.fivetran_log.stg_fivetran_platform__destination"}, "test.fivetran_log.not_null_stg_fivetran_platform__destination_destination_id.0cdbe6b780": {"test_metadata": {"name": "not_null", "kwargs": {"column_name": "destination_id", "model": "{{ get_where_subquery(ref('stg_fivetran_platform__destination')) }}"}, "namespace": null}, "database": "postgres", "schema": "33_fivetran_platform_integration_tests_dbt_test__audit", "name": "not_null_stg_fivetran_platform__destination_destination_id", "resource_type": "test", "package_name": "fivetran_log", "path": "not_null_stg_fivetran_platform__destination_destination_id.sql", "original_file_path": "models/staging/stg_fivetran_platform.yml", "unique_id": "test.fivetran_log.not_null_stg_fivetran_platform__destination_destination_id.0cdbe6b780", "fqn": ["fivetran_log", "staging", "not_null_stg_fivetran_platform__destination_destination_id"], "alias": "not_null_stg_fivetran_platform__destination_destination_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {}, "created_at": 1715413885.39421, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "stg_fivetran_platform__destination", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.fivetran_log.stg_fivetran_platform__destination"]}, "compiled_path": "target/compiled/fivetran_log/models/staging/stg_fivetran_platform.yml/not_null_stg_fivetran_platform__destination_destination_id.sql", "compiled": true, "compiled_code": "\n \n \n\n\n\nselect destination_id\nfrom \"postgres\".\"33_fivetran_platform_integration_tests_fivetran_platform\".\"stg_fivetran_platform__destination\"\nwhere destination_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "destination_id", "file_key_name": "models.stg_fivetran_platform__destination", "attached_node": "model.fivetran_log.stg_fivetran_platform__destination"}, "test.fivetran_log.dbt_utils_unique_combination_of_columns_stg_fivetran_platform__log_log_id__created_at.c406abd91d": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["log_id", "created_at"], "model": "{{ get_where_subquery(ref('stg_fivetran_platform__log')) }}"}, "namespace": "dbt_utils"}, "database": "postgres", "schema": "33_fivetran_platform_integration_tests_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_stg_fivetran_platform__log_log_id__created_at", "resource_type": "test", "package_name": "fivetran_log", "path": "dbt_utils_unique_combination_o_1a861a4d0d704305d3253b69e28140b5.sql", "original_file_path": "models/staging/stg_fivetran_platform.yml", "unique_id": "test.fivetran_log.dbt_utils_unique_combination_of_columns_stg_fivetran_platform__log_log_id__created_at.c406abd91d", "fqn": ["fivetran_log", "staging", "dbt_utils_unique_combination_of_columns_stg_fivetran_platform__log_log_id__created_at"], "alias": "dbt_utils_unique_combination_o_1a861a4d0d704305d3253b69e28140b5", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_1a861a4d0d704305d3253b69e28140b5", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_1a861a4d0d704305d3253b69e28140b5"}, "created_at": 1715413885.3953311, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_1a861a4d0d704305d3253b69e28140b5\") }}", "language": "sql", "refs": [{"name": "stg_fivetran_platform__log", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.fivetran_log.stg_fivetran_platform__log"]}, "compiled_path": "target/compiled/fivetran_log/models/staging/stg_fivetran_platform.yml/dbt_utils_unique_combination_o_1a861a4d0d704305d3253b69e28140b5.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n log_id, created_at\n from \"postgres\".\"33_fivetran_platform_integration_tests_fivetran_platform\".\"stg_fivetran_platform__log\"\n group by log_id, created_at\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.stg_fivetran_platform__log", "attached_node": "model.fivetran_log.stg_fivetran_platform__log"}, "test.fivetran_log.unique_stg_fivetran_platform__account_account_id.114e181adc": {"test_metadata": {"name": "unique", "kwargs": {"column_name": "account_id", "model": "{{ get_where_subquery(ref('stg_fivetran_platform__account')) }}"}, "namespace": null}, "database": "postgres", "schema": "33_fivetran_platform_integration_tests_dbt_test__audit", "name": "unique_stg_fivetran_platform__account_account_id", "resource_type": "test", "package_name": "fivetran_log", "path": "unique_stg_fivetran_platform__account_account_id.sql", "original_file_path": "models/staging/stg_fivetran_platform.yml", "unique_id": "test.fivetran_log.unique_stg_fivetran_platform__account_account_id.114e181adc", "fqn": ["fivetran_log", "staging", "unique_stg_fivetran_platform__account_account_id"], "alias": "unique_stg_fivetran_platform__account_account_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {}, "created_at": 1715413885.39809, "relation_name": null, "raw_code": "{{ test_unique(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "stg_fivetran_platform__account", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_unique", "macro.dbt.get_where_subquery"], "nodes": ["model.fivetran_log.stg_fivetran_platform__account"]}, "compiled_path": "target/compiled/fivetran_log/models/staging/stg_fivetran_platform.yml/unique_stg_fivetran_platform__account_account_id.sql", "compiled": true, "compiled_code": "\n \n \n\nselect\n account_id as unique_field,\n count(*) as n_records\n\nfrom \"postgres\".\"33_fivetran_platform_integration_tests_fivetran_platform\".\"stg_fivetran_platform__account\"\nwhere account_id is not null\ngroup by account_id\nhaving count(*) > 1\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "account_id", "file_key_name": "models.stg_fivetran_platform__account", "attached_node": "model.fivetran_log.stg_fivetran_platform__account"}, "test.fivetran_log.not_null_stg_fivetran_platform__account_account_id.d09ebf1a1e": {"test_metadata": {"name": "not_null", "kwargs": {"column_name": "account_id", "model": "{{ get_where_subquery(ref('stg_fivetran_platform__account')) }}"}, "namespace": null}, "database": "postgres", "schema": "33_fivetran_platform_integration_tests_dbt_test__audit", "name": "not_null_stg_fivetran_platform__account_account_id", "resource_type": "test", "package_name": "fivetran_log", "path": "not_null_stg_fivetran_platform__account_account_id.sql", "original_file_path": "models/staging/stg_fivetran_platform.yml", "unique_id": "test.fivetran_log.not_null_stg_fivetran_platform__account_account_id.d09ebf1a1e", "fqn": ["fivetran_log", "staging", "not_null_stg_fivetran_platform__account_account_id"], "alias": "not_null_stg_fivetran_platform__account_account_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {}, "created_at": 1715413885.399203, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "stg_fivetran_platform__account", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.fivetran_log.stg_fivetran_platform__account"]}, "compiled_path": "target/compiled/fivetran_log/models/staging/stg_fivetran_platform.yml/not_null_stg_fivetran_platform__account_account_id.sql", "compiled": true, "compiled_code": "\n \n \n\n\n\nselect account_id\nfrom \"postgres\".\"33_fivetran_platform_integration_tests_fivetran_platform\".\"stg_fivetran_platform__account\"\nwhere account_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "account_id", "file_key_name": "models.stg_fivetran_platform__account", "attached_node": "model.fivetran_log.stg_fivetran_platform__account"}, "test.fivetran_log.dbt_utils_unique_combination_of_columns_stg_fivetran_platform__destination_membership_destination_id__user_id.82ac27c35a": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["destination_id", "user_id"], "model": "{{ get_where_subquery(ref('stg_fivetran_platform__destination_membership')) }}"}, "namespace": "dbt_utils"}, "database": "postgres", "schema": "33_fivetran_platform_integration_tests_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_stg_fivetran_platform__destination_membership_destination_id__user_id", "resource_type": "test", "package_name": "fivetran_log", "path": "dbt_utils_unique_combination_o_612267daeddb2b0a8d254502817e3ede.sql", "original_file_path": "models/staging/stg_fivetran_platform.yml", "unique_id": "test.fivetran_log.dbt_utils_unique_combination_of_columns_stg_fivetran_platform__destination_membership_destination_id__user_id.82ac27c35a", "fqn": ["fivetran_log", "staging", "dbt_utils_unique_combination_of_columns_stg_fivetran_platform__destination_membership_destination_id__user_id"], "alias": "dbt_utils_unique_combination_o_612267daeddb2b0a8d254502817e3ede", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_612267daeddb2b0a8d254502817e3ede", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_612267daeddb2b0a8d254502817e3ede"}, "created_at": 1715413885.4003289, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_612267daeddb2b0a8d254502817e3ede\") }}", "language": "sql", "refs": [{"name": "stg_fivetran_platform__destination_membership", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.fivetran_log.stg_fivetran_platform__destination_membership"]}, "compiled_path": "target/compiled/fivetran_log/models/staging/stg_fivetran_platform.yml/dbt_utils_unique_combination_o_612267daeddb2b0a8d254502817e3ede.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n destination_id, user_id\n from \"postgres\".\"33_fivetran_platform_integration_tests_fivetran_platform\".\"stg_fivetran_platform__destination_membership\"\n group by destination_id, user_id\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.stg_fivetran_platform__destination_membership", "attached_node": "model.fivetran_log.stg_fivetran_platform__destination_membership"}, "test.fivetran_log.unique_stg_fivetran_platform__user_user_id.86a1a3afb9": {"test_metadata": {"name": "unique", "kwargs": {"column_name": "user_id", "model": "{{ get_where_subquery(ref('stg_fivetran_platform__user')) }}"}, "namespace": null}, "database": "postgres", "schema": "33_fivetran_platform_integration_tests_dbt_test__audit", "name": "unique_stg_fivetran_platform__user_user_id", "resource_type": "test", "package_name": "fivetran_log", "path": "unique_stg_fivetran_platform__user_user_id.sql", "original_file_path": "models/staging/stg_fivetran_platform.yml", "unique_id": "test.fivetran_log.unique_stg_fivetran_platform__user_user_id.86a1a3afb9", "fqn": ["fivetran_log", "staging", "unique_stg_fivetran_platform__user_user_id"], "alias": "unique_stg_fivetran_platform__user_user_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {}, "created_at": 1715413885.403564, "relation_name": null, "raw_code": "{{ test_unique(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "stg_fivetran_platform__user", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_unique", "macro.dbt.get_where_subquery"], "nodes": ["model.fivetran_log.stg_fivetran_platform__user"]}, "compiled_path": "target/compiled/fivetran_log/models/staging/stg_fivetran_platform.yml/unique_stg_fivetran_platform__user_user_id.sql", "compiled": true, "compiled_code": "\n \n \n\nselect\n user_id as unique_field,\n count(*) as n_records\n\nfrom \"postgres\".\"33_fivetran_platform_integration_tests_fivetran_platform\".\"stg_fivetran_platform__user\"\nwhere user_id is not null\ngroup by user_id\nhaving count(*) > 1\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "user_id", "file_key_name": "models.stg_fivetran_platform__user", "attached_node": "model.fivetran_log.stg_fivetran_platform__user"}, "test.fivetran_log.not_null_stg_fivetran_platform__user_user_id.eb17e92ff0": {"test_metadata": {"name": "not_null", "kwargs": {"column_name": "user_id", "model": "{{ get_where_subquery(ref('stg_fivetran_platform__user')) }}"}, "namespace": null}, "database": "postgres", "schema": "33_fivetran_platform_integration_tests_dbt_test__audit", "name": "not_null_stg_fivetran_platform__user_user_id", "resource_type": "test", "package_name": "fivetran_log", "path": "not_null_stg_fivetran_platform__user_user_id.sql", "original_file_path": "models/staging/stg_fivetran_platform.yml", "unique_id": "test.fivetran_log.not_null_stg_fivetran_platform__user_user_id.eb17e92ff0", "fqn": ["fivetran_log", "staging", "not_null_stg_fivetran_platform__user_user_id"], "alias": "not_null_stg_fivetran_platform__user_user_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {}, "created_at": 1715413885.404681, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "stg_fivetran_platform__user", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.fivetran_log.stg_fivetran_platform__user"]}, "compiled_path": "target/compiled/fivetran_log/models/staging/stg_fivetran_platform.yml/not_null_stg_fivetran_platform__user_user_id.sql", "compiled": true, "compiled_code": "\n \n \n\n\n\nselect user_id\nfrom \"postgres\".\"33_fivetran_platform_integration_tests_fivetran_platform\".\"stg_fivetran_platform__user\"\nwhere user_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "user_id", "file_key_name": "models.stg_fivetran_platform__user", "attached_node": "model.fivetran_log.stg_fivetran_platform__user"}}, "sources": {"source.fivetran_log.fivetran_platform.incremental_mar": {"database": "postgres", "schema": "33_fivetran_platform_integration_tests", "name": "incremental_mar", "resource_type": "source", "package_name": "fivetran_log", "path": "models/staging/src_fivetran_platform.yml", "original_file_path": "models/staging/src_fivetran_platform.yml", "unique_id": "source.fivetran_log.fivetran_platform.incremental_mar", "fqn": ["fivetran_log", "staging", "fivetran_platform", "incremental_mar"], "source_name": "fivetran_platform", "source_description": "", "loader": "fivetran", "identifier": "incremental_mar", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "freshness": {"warn_after": {"count": 72, "period": "hour"}, "error_after": {"count": 96, "period": "hour"}, "filter": null}, "external": null, "description": "Table of **monthly active row (MAR)** measurements made by table per date. Each measurement is calculated cumulatively for the month and includes all types of mar (paid, free, etc.)\n", "columns": {"connector_id": {"name": "connector_id", "description": "The *name* of the connector being measured. Note - this is erroneously named and will be fixed soon by Fivetran.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "destination_id": {"name": "destination_id", "description": "Foreign key referencing the `destination` whose table is being measured.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "free_type": {"name": "free_type", "description": "If it is free MAR, the value indicates the type of free MAR. For paid MAR, the value is `PAID`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "measured_date": {"name": "measured_date", "description": "Timestamp of when the MAR measurement was made.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "incremental_rows": {"name": "incremental_rows", "description": "The number of new distinct primary keys on the current day synced for the connector.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "sync_type": {"name": "sync_type", "description": "This defines whether the sync for which MAR calculated is HISTORICAL or INCREMENTAL. Currently, the available value is UNKNOWN.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "schema_name": {"name": "schema_name", "description": "The name of the connector's schema that houses the measured table.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "table_name": {"name": "table_name", "description": "The name of the table whose MAR was measured.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "updated_at": {"name": "updated_at", "description": "Timestamp of when the record was last updated.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_fivetran_synced": {"name": "_fivetran_synced", "description": "Timestamp of when the record was last synced.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {}, "relation_name": "\"postgres\".\"33_fivetran_platform_integration_tests\".\"incremental_mar\"", "created_at": 1715413885.4064121}, "source.fivetran_log.fivetran_platform.connector": {"database": "postgres", "schema": "33_fivetran_platform_integration_tests", "name": "connector", "resource_type": "source", "package_name": "fivetran_log", "path": "models/staging/src_fivetran_platform.yml", "original_file_path": "models/staging/src_fivetran_platform.yml", "unique_id": "source.fivetran_log.fivetran_platform.connector", "fqn": ["fivetran_log", "staging", "fivetran_platform", "connector"], "source_name": "fivetran_platform", "source_description": "", "loader": "fivetran", "identifier": "connector", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "freshness": null, "external": null, "description": "Table of all connectors loading data into warehouses. Note that deleted connectors are not removed, but can be identified by having an older _fivetran_synced field relative to other connectors.\n", "columns": {"connector_id": {"name": "connector_id", "description": "System generated unique ID of the connector.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "connecting_user_id": {"name": "connecting_user_id", "description": "Foreign key referencing the `user` who set up the connector.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "connector_name": {"name": "connector_name", "description": "Individual name of the connector. Note that this could be different from the `incremental_mar.schema_name`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "connector_type": {"name": "connector_type", "description": "The kind of connector (ie google sheets, webhooks).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "destination_id": {"name": "destination_id", "description": "Foreign key referencing the `destination` warehouse that the connector data is loaded into.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "paused": {"name": "paused", "description": "Boolean that is true if the connector's sync is currently paused.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "signed_up": {"name": "signed_up", "description": "Timestamp of when the connection was set up.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_fivetran_synced": {"name": "_fivetran_synced", "description": "Timestamp of when the record was last synced.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {}, "relation_name": "\"postgres\".\"33_fivetran_platform_integration_tests\".\"connector\"", "created_at": 1715413885.4065459}, "source.fivetran_log.fivetran_platform.credits_used": {"database": "postgres", "schema": "33_fivetran_platform_integration_tests", "name": "credits_used", "resource_type": "source", "package_name": "fivetran_log", "path": "models/staging/src_fivetran_platform.yml", "original_file_path": "models/staging/src_fivetran_platform.yml", "unique_id": "source.fivetran_log.fivetran_platform.credits_used", "fqn": ["fivetran_log", "staging", "fivetran_platform", "credits_used"], "source_name": "fivetran_platform", "source_description": "", "loader": "fivetran", "identifier": "credits_used", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "freshness": null, "external": null, "description": "Table of the credits used by the customer per month within each destination.", "columns": {"destination_id": {"name": "destination_id", "description": "Foreign key referencing the `destination` warehouse that the credits were used on", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "measured_month": {"name": "measured_month", "description": "The month (yyyy-mm) in which the credits were consumed.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "credits_consumed": {"name": "credits_consumed", "description": "The number of credits used by the destination for the given month.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_fivetran_synced": {"name": "_fivetran_synced", "description": "Timestamp of when the record was last synced.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {}, "relation_name": "\"postgres\".\"33_fivetran_platform_integration_tests\".\"credits_used\"", "created_at": 1715413885.40664}, "source.fivetran_log.fivetran_platform.usage_cost": {"database": "postgres", "schema": "33_fivetran_platform_integration_tests", "name": "usage_cost", "resource_type": "source", "package_name": "fivetran_log", "path": "models/staging/src_fivetran_platform.yml", "original_file_path": "models/staging/src_fivetran_platform.yml", "unique_id": "source.fivetran_log.fivetran_platform.usage_cost", "fqn": ["fivetran_log", "staging", "fivetran_platform", "usage_cost"], "source_name": "fivetran_platform", "source_description": "", "loader": "fivetran", "identifier": "usage_cost", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "freshness": null, "external": null, "description": "Table of the credits used by the customer per month within each destination.", "columns": {"destination_id": {"name": "destination_id", "description": "Foreign key referencing the `destination` warehouse that the credits were used on", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "measured_month": {"name": "measured_month", "description": "The month (yyyy-mm) in which the credits were consumed.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "amount": {"name": "amount", "description": "The dollar amount associated with the cost of your connector.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_fivetran_synced": {"name": "_fivetran_synced", "description": "Timestamp of when the record was last synced.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {}, "relation_name": "\"postgres\".\"33_fivetran_platform_integration_tests\".\"usage_cost\"", "created_at": 1715413885.406729}, "source.fivetran_log.fivetran_platform.destination": {"database": "postgres", "schema": "33_fivetran_platform_integration_tests", "name": "destination", "resource_type": "source", "package_name": "fivetran_log", "path": "models/staging/src_fivetran_platform.yml", "original_file_path": "models/staging/src_fivetran_platform.yml", "unique_id": "source.fivetran_log.fivetran_platform.destination", "fqn": ["fivetran_log", "staging", "fivetran_platform", "destination"], "source_name": "fivetran_platform", "source_description": "", "loader": "fivetran", "identifier": "destination", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "freshness": null, "external": null, "description": "Table of the destinations that have data loaded into them. For each declared source, there will be just one record.", "columns": {"id": {"name": "id", "description": "Unique ID of the destination.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_id": {"name": "account_id", "description": "Foreign key referencing the fivetran `account` associated with the destination.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "created_at": {"name": "created_at", "description": "Timestamp of when the destination was set up.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "name": {"name": "name", "description": "Name of the destination warehouse.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "region": {"name": "region", "description": "Geographical region of the destination.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_fivetran_synced": {"name": "_fivetran_synced", "description": "Timestamp of when the record was last synced.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {}, "relation_name": "\"postgres\".\"33_fivetran_platform_integration_tests\".\"destination\"", "created_at": 1715413885.406821}, "source.fivetran_log.fivetran_platform.log": {"database": "postgres", "schema": "33_fivetran_platform_integration_tests", "name": "log", "resource_type": "source", "package_name": "fivetran_log", "path": "models/staging/src_fivetran_platform.yml", "original_file_path": "models/staging/src_fivetran_platform.yml", "unique_id": "source.fivetran_log.fivetran_platform.log", "fqn": ["fivetran_log", "staging", "fivetran_platform", "log"], "source_name": "fivetran_platform", "source_description": "", "loader": "fivetran", "identifier": "log", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "freshness": {"warn_after": {"count": 72, "period": "hour"}, "error_after": {"count": 96, "period": "hour"}, "filter": null}, "external": null, "description": "Table of logged events related to data syncs. More info on error logs [here](https://fivetran.com/docs/logs/fivetran-log#errorlogs).", "columns": {"id": {"name": "id", "description": "Contains either `connector_name` (for app/api logs), `transformation_id` (for transformation logs), or the value `\"system\"` (for system generated logs).\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "time_stamp": {"name": "time_stamp", "description": "Timestamp of when the event was logged.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "connector_id": {"name": "connector_id", "description": "The *name* of the connector being logged. Note - this is erroneously named and will be fixed soon by Fivetran.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "event": {"name": "event", "description": "The umbrella event type. Events can be classified as a warning, an error, or just an information log.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "message_data": {"name": "message_data", "description": "The details of the event in JSON format.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "message_event": {"name": "message_event", "description": "The routine involved in the log, defined [here](https://fivetran.com/docs/logs#logevents).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "transformation_id": {"name": "transformation_id", "description": "Foreign key referencing the `transformation` if the event refers to a transformation run.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "sync_id": {"name": "sync_id", "description": "Identifies which sync the event is associated with.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_fivetran_synced": {"name": "_fivetran_synced", "description": "Timestamp of when the record was last synced.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {}, "relation_name": "\"postgres\".\"33_fivetran_platform_integration_tests\".\"log\"", "created_at": 1715413885.4069178}, "source.fivetran_log.fivetran_platform.account": {"database": "postgres", "schema": "33_fivetran_platform_integration_tests", "name": "account", "resource_type": "source", "package_name": "fivetran_log", "path": "models/staging/src_fivetran_platform.yml", "original_file_path": "models/staging/src_fivetran_platform.yml", "unique_id": "source.fivetran_log.fivetran_platform.account", "fqn": ["fivetran_log", "staging", "fivetran_platform", "account"], "source_name": "fivetran_platform", "source_description": "", "loader": "fivetran", "identifier": "account", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "freshness": null, "external": null, "description": "Table of information on this Fivetran account.", "columns": {"id": {"name": "id", "description": "Unique ID of the account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "country": {"name": "country", "description": "Country of the account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "created_at": {"name": "created_at", "description": "Timestamp of when the account was created.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "name": {"name": "name", "description": "Name of the Fivetran account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "status": {"name": "status", "description": "Status of the Fivetran account (ie trial, frozen).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_fivetran_synced": {"name": "_fivetran_synced", "description": "Timestamp of when the record was last synced.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {}, "relation_name": "\"postgres\".\"33_fivetran_platform_integration_tests\".\"account\"", "created_at": 1715413885.4070039}, "source.fivetran_log.fivetran_platform.destination_membership": {"database": "postgres", "schema": "33_fivetran_platform_integration_tests", "name": "destination_membership", "resource_type": "source", "package_name": "fivetran_log", "path": "models/staging/src_fivetran_platform.yml", "original_file_path": "models/staging/src_fivetran_platform.yml", "unique_id": "source.fivetran_log.fivetran_platform.destination_membership", "fqn": ["fivetran_log", "staging", "fivetran_platform", "destination_membership"], "source_name": "fivetran_platform", "source_description": "", "loader": "fivetran", "identifier": "destination_membership", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "freshness": null, "external": null, "description": "Table of the users given access to this destination.", "columns": {"destination_id": {"name": "destination_id", "description": "Foreign key referencing the ID of the `destination` that the user is a member of.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "user_id": {"name": "user_id", "description": "Foreign key referencing the ID of the `user` who has access to the destination", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "activated_at": {"name": "activated_at", "description": "Timestamp of when the user was activated in the destination.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "joined_at": {"name": "joined_at", "description": "Timestamp of when the user was added to the destination.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "role": {"name": "role", "description": "The user's permissions for this individual destination.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_fivetran_synced": {"name": "_fivetran_synced", "description": "Timestamp of when the record was last synced.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {"enabled": true}, "relation_name": "\"postgres\".\"33_fivetran_platform_integration_tests\".\"destination_membership\"", "created_at": 1715413885.407101}, "source.fivetran_log.fivetran_platform.user": {"database": "postgres", "schema": "33_fivetran_platform_integration_tests", "name": "user", "resource_type": "source", "package_name": "fivetran_log", "path": "models/staging/src_fivetran_platform.yml", "original_file_path": "models/staging/src_fivetran_platform.yml", "unique_id": "source.fivetran_log.fivetran_platform.user", "fqn": ["fivetran_log", "staging", "fivetran_platform", "user"], "source_name": "fivetran_platform", "source_description": "", "loader": "fivetran", "identifier": "user", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "freshness": null, "external": null, "description": "Table of users given access to this Fivetran account.", "columns": {"id": {"name": "id", "description": "Unique ID of the user's account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "created_at": {"name": "created_at", "description": "Timestamp of when the user was created.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "email": {"name": "email", "description": "Email associated with the user.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "email_disabled": {"name": "email_disabled", "description": "Boolean of whether they have disabled all email notifications.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "family_name": {"name": "family_name", "description": "User's last name.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "given_name": {"name": "given_name", "description": "User's first name.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "phone": {"name": "phone", "description": "Phone number associated with user.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "verified": {"name": "verified", "description": "Boolean that indicates whether the user has verified their email address in the account creation process.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_fivetran_synced": {"name": "_fivetran_synced", "description": "Timestamp of when the record was last synced.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {"enabled": true}, "relation_name": "\"postgres\".\"33_fivetran_platform_integration_tests\".\"user\"", "created_at": 1715413885.407201}}, "macros": {"macro.dbt_postgres.postgres__current_timestamp": {"name": "postgres__current_timestamp", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/timestamps.sql", "original_file_path": "macros/timestamps.sql", "unique_id": "macro.dbt_postgres.postgres__current_timestamp", "macro_sql": "{% macro postgres__current_timestamp() -%}\n now()\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.0835042, "supported_languages": null}, "macro.dbt_postgres.postgres__snapshot_string_as_time": {"name": "postgres__snapshot_string_as_time", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/timestamps.sql", "original_file_path": "macros/timestamps.sql", "unique_id": "macro.dbt_postgres.postgres__snapshot_string_as_time", "macro_sql": "{% macro postgres__snapshot_string_as_time(timestamp) -%}\n {%- set result = \"'\" ~ timestamp ~ \"'::timestamp without time zone\" -%}\n {{ return(result) }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.083741, "supported_languages": null}, "macro.dbt_postgres.postgres__snapshot_get_time": {"name": "postgres__snapshot_get_time", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/timestamps.sql", "original_file_path": "macros/timestamps.sql", "unique_id": "macro.dbt_postgres.postgres__snapshot_get_time", "macro_sql": "{% macro postgres__snapshot_get_time() -%}\n {{ current_timestamp() }}::timestamp without time zone\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.current_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.083863, "supported_languages": null}, "macro.dbt_postgres.postgres__current_timestamp_backcompat": {"name": "postgres__current_timestamp_backcompat", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/timestamps.sql", "original_file_path": "macros/timestamps.sql", "unique_id": "macro.dbt_postgres.postgres__current_timestamp_backcompat", "macro_sql": "{% macro postgres__current_timestamp_backcompat() %}\n current_timestamp::{{ type_timestamp() }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.083979, "supported_languages": null}, "macro.dbt_postgres.postgres__current_timestamp_in_utc_backcompat": {"name": "postgres__current_timestamp_in_utc_backcompat", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/timestamps.sql", "original_file_path": "macros/timestamps.sql", "unique_id": "macro.dbt_postgres.postgres__current_timestamp_in_utc_backcompat", "macro_sql": "{% macro postgres__current_timestamp_in_utc_backcompat() %}\n (current_timestamp at time zone 'utc')::{{ type_timestamp() }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.0840929, "supported_languages": null}, "macro.dbt_postgres.postgres__get_catalog_relations": {"name": "postgres__get_catalog_relations", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/catalog.sql", "original_file_path": "macros/catalog.sql", "unique_id": "macro.dbt_postgres.postgres__get_catalog_relations", "macro_sql": "{% macro postgres__get_catalog_relations(information_schema, relations) -%}\n {%- call statement('catalog', fetch_result=True) -%}\n\n {#\n If the user has multiple databases set and the first one is wrong, this will fail.\n But we won't fail in the case where there are multiple quoting-difference-only dbs, which is better.\n #}\n {% set database = information_schema.database %}\n {{ adapter.verify_database(database) }}\n\n select\n '{{ database }}' as table_database,\n sch.nspname as table_schema,\n tbl.relname as table_name,\n case tbl.relkind\n when 'v' then 'VIEW'\n when 'm' then 'MATERIALIZED VIEW'\n else 'BASE TABLE'\n end as table_type,\n tbl_desc.description as table_comment,\n col.attname as column_name,\n col.attnum as column_index,\n pg_catalog.format_type(col.atttypid, col.atttypmod) as column_type,\n col_desc.description as column_comment,\n pg_get_userbyid(tbl.relowner) as table_owner\n\n from pg_catalog.pg_namespace sch\n join pg_catalog.pg_class tbl on tbl.relnamespace = sch.oid\n join pg_catalog.pg_attribute col on col.attrelid = tbl.oid\n left outer join pg_catalog.pg_description tbl_desc on (tbl_desc.objoid = tbl.oid and tbl_desc.objsubid = 0)\n left outer join pg_catalog.pg_description col_desc on (col_desc.objoid = tbl.oid and col_desc.objsubid = col.attnum)\n where (\n {%- for relation in relations -%}\n {%- if relation.identifier -%}\n (upper(sch.nspname) = upper('{{ relation.schema }}') and\n upper(tbl.relname) = upper('{{ relation.identifier }}'))\n {%- else-%}\n upper(sch.nspname) = upper('{{ relation.schema }}')\n {%- endif -%}\n {%- if not loop.last %} or {% endif -%}\n {%- endfor -%}\n )\n and not pg_is_other_temp_schema(sch.oid) -- not a temporary schema belonging to another session\n and tbl.relpersistence in ('p', 'u') -- [p]ermanent table or [u]nlogged table. Exclude [t]emporary tables\n and tbl.relkind in ('r', 'v', 'f', 'p', 'm') -- o[r]dinary table, [v]iew, [f]oreign table, [p]artitioned table, [m]aterialized view. Other values are [i]ndex, [S]equence, [c]omposite type, [t]OAST table\n and col.attnum > 0 -- negative numbers are used for system columns such as oid\n and not col.attisdropped -- column as not been dropped\n\n order by\n sch.nspname,\n tbl.relname,\n col.attnum\n\n {%- endcall -%}\n\n {{ return(load_result('catalog').table) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.0857458, "supported_languages": null}, "macro.dbt_postgres.postgres__get_catalog": {"name": "postgres__get_catalog", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/catalog.sql", "original_file_path": "macros/catalog.sql", "unique_id": "macro.dbt_postgres.postgres__get_catalog", "macro_sql": "{% macro postgres__get_catalog(information_schema, schemas) -%}\n {%- set relations = [] -%}\n {%- for schema in schemas -%}\n {%- set dummy = relations.append({'schema': schema}) -%}\n {%- endfor -%}\n {{ return(postgres__get_catalog_relations(information_schema, relations)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_catalog_relations"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.086145, "supported_languages": null}, "macro.dbt_postgres.postgres__get_relations": {"name": "postgres__get_relations", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations.sql", "original_file_path": "macros/relations.sql", "unique_id": "macro.dbt_postgres.postgres__get_relations", "macro_sql": "{% macro postgres__get_relations() -%}\n\n {#\n -- in pg_depend, objid is the dependent, refobjid is the referenced object\n -- > a pg_depend entry indicates that the referenced object cannot be\n -- > dropped without also dropping the dependent object.\n #}\n\n {%- call statement('relations', fetch_result=True) -%}\n with relation as (\n select\n pg_rewrite.ev_class as class,\n pg_rewrite.oid as id\n from pg_rewrite\n ),\n class as (\n select\n oid as id,\n relname as name,\n relnamespace as schema,\n relkind as kind\n from pg_class\n ),\n dependency as (\n select distinct\n pg_depend.objid as id,\n pg_depend.refobjid as ref\n from pg_depend\n ),\n schema as (\n select\n pg_namespace.oid as id,\n pg_namespace.nspname as name\n from pg_namespace\n where nspname != 'information_schema' and nspname not like 'pg\\_%'\n ),\n referenced as (\n select\n relation.id AS id,\n referenced_class.name ,\n referenced_class.schema ,\n referenced_class.kind\n from relation\n join class as referenced_class on relation.class=referenced_class.id\n where referenced_class.kind in ('r', 'v', 'm')\n ),\n relationships as (\n select\n referenced.name as referenced_name,\n referenced.schema as referenced_schema_id,\n dependent_class.name as dependent_name,\n dependent_class.schema as dependent_schema_id,\n referenced.kind as kind\n from referenced\n join dependency on referenced.id=dependency.id\n join class as dependent_class on dependency.ref=dependent_class.id\n where\n (referenced.name != dependent_class.name or\n referenced.schema != dependent_class.schema)\n )\n\n select\n referenced_schema.name as referenced_schema,\n relationships.referenced_name as referenced_name,\n dependent_schema.name as dependent_schema,\n relationships.dependent_name as dependent_name\n from relationships\n join schema as dependent_schema on relationships.dependent_schema_id=dependent_schema.id\n join schema as referenced_schema on relationships.referenced_schema_id=referenced_schema.id\n group by referenced_schema, referenced_name, dependent_schema, dependent_name\n order by referenced_schema, referenced_name, dependent_schema, dependent_name;\n\n {%- endcall -%}\n\n {{ return(load_result('relations').table) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.0868459, "supported_languages": null}, "macro.dbt_postgres.postgres_get_relations": {"name": "postgres_get_relations", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations.sql", "original_file_path": "macros/relations.sql", "unique_id": "macro.dbt_postgres.postgres_get_relations", "macro_sql": "{% macro postgres_get_relations() %}\n {{ return(postgres__get_relations()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_relations"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.0869892, "supported_languages": null}, "macro.dbt_postgres.postgres__create_table_as": {"name": "postgres__create_table_as", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__create_table_as", "macro_sql": "{% macro postgres__create_table_as(temporary, relation, sql) -%}\n {%- set unlogged = config.get('unlogged', default=false) -%}\n {%- set sql_header = config.get('sql_header', none) -%}\n\n {{ sql_header if sql_header is not none }}\n\n create {% if temporary -%}\n temporary\n {%- elif unlogged -%}\n unlogged\n {%- endif %} table {{ relation }}\n {% set contract_config = config.get('contract') %}\n {% if contract_config.enforced %}\n {{ get_assert_columns_equivalent(sql) }}\n {% endif -%}\n {% if contract_config.enforced and (not temporary) -%}\n {{ get_table_columns_and_constraints() }} ;\n insert into {{ relation }} (\n {{ adapter.dispatch('get_column_names', 'dbt')() }}\n )\n {%- set sql = get_select_subquery(sql) %}\n {% else %}\n as\n {% endif %}\n (\n {{ sql }}\n );\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.get_assert_columns_equivalent", "macro.dbt.get_table_columns_and_constraints", "macro.dbt.default__get_column_names", "macro.dbt.get_select_subquery"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.096291, "supported_languages": null}, "macro.dbt_postgres.postgres__get_create_index_sql": {"name": "postgres__get_create_index_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__get_create_index_sql", "macro_sql": "{% macro postgres__get_create_index_sql(relation, index_dict) -%}\n {%- set index_config = adapter.parse_index(index_dict) -%}\n {%- set comma_separated_columns = \", \".join(index_config.columns) -%}\n {%- set index_name = index_config.render(relation) -%}\n\n create {% if index_config.unique -%}\n unique\n {%- endif %} index if not exists\n \"{{ index_name }}\"\n on {{ relation }} {% if index_config.type -%}\n using {{ index_config.type }}\n {%- endif %}\n ({{ comma_separated_columns }});\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.0968971, "supported_languages": null}, "macro.dbt_postgres.postgres__create_schema": {"name": "postgres__create_schema", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__create_schema", "macro_sql": "{% macro postgres__create_schema(relation) -%}\n {% if relation.database -%}\n {{ adapter.verify_database(relation.database) }}\n {%- endif -%}\n {%- call statement('create_schema') -%}\n create schema if not exists {{ relation.without_identifier().include(database=False) }}\n {%- endcall -%}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.097234, "supported_languages": null}, "macro.dbt_postgres.postgres__drop_schema": {"name": "postgres__drop_schema", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__drop_schema", "macro_sql": "{% macro postgres__drop_schema(relation) -%}\n {% if relation.database -%}\n {{ adapter.verify_database(relation.database) }}\n {%- endif -%}\n {%- call statement('drop_schema') -%}\n drop schema if exists {{ relation.without_identifier().include(database=False) }} cascade\n {%- endcall -%}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.097573, "supported_languages": null}, "macro.dbt_postgres.postgres__get_columns_in_relation": {"name": "postgres__get_columns_in_relation", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__get_columns_in_relation", "macro_sql": "{% macro postgres__get_columns_in_relation(relation) -%}\n {% call statement('get_columns_in_relation', fetch_result=True) %}\n select\n column_name,\n data_type,\n character_maximum_length,\n numeric_precision,\n numeric_scale\n\n from {{ relation.information_schema('columns') }}\n where table_name = '{{ relation.identifier }}'\n {% if relation.schema %}\n and table_schema = '{{ relation.schema }}'\n {% endif %}\n order by ordinal_position\n\n {% endcall %}\n {% set table = load_result('get_columns_in_relation').table %}\n {{ return(sql_convert_columns_in_relation(table)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.sql_convert_columns_in_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.0980759, "supported_languages": null}, "macro.dbt_postgres.postgres__list_relations_without_caching": {"name": "postgres__list_relations_without_caching", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__list_relations_without_caching", "macro_sql": "{% macro postgres__list_relations_without_caching(schema_relation) %}\n {% call statement('list_relations_without_caching', fetch_result=True) -%}\n select\n '{{ schema_relation.database }}' as database,\n tablename as name,\n schemaname as schema,\n 'table' as type\n from pg_tables\n where schemaname ilike '{{ schema_relation.schema }}'\n union all\n select\n '{{ schema_relation.database }}' as database,\n viewname as name,\n schemaname as schema,\n 'view' as type\n from pg_views\n where schemaname ilike '{{ schema_relation.schema }}'\n union all\n select\n '{{ schema_relation.database }}' as database,\n matviewname as name,\n schemaname as schema,\n 'materialized_view' as type\n from pg_matviews\n where schemaname ilike '{{ schema_relation.schema }}'\n {% endcall %}\n {{ return(load_result('list_relations_without_caching').table) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.0985332, "supported_languages": null}, "macro.dbt_postgres.postgres__information_schema_name": {"name": "postgres__information_schema_name", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__information_schema_name", "macro_sql": "{% macro postgres__information_schema_name(database) -%}\n {% if database_name -%}\n {{ adapter.verify_database(database_name) }}\n {%- endif -%}\n information_schema\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.0987148, "supported_languages": null}, "macro.dbt_postgres.postgres__list_schemas": {"name": "postgres__list_schemas", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__list_schemas", "macro_sql": "{% macro postgres__list_schemas(database) %}\n {% if database -%}\n {{ adapter.verify_database(database) }}\n {%- endif -%}\n {% call statement('list_schemas', fetch_result=True, auto_begin=False) %}\n select distinct nspname from pg_namespace\n {% endcall %}\n {{ return(load_result('list_schemas').table) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.099075, "supported_languages": null}, "macro.dbt_postgres.postgres__check_schema_exists": {"name": "postgres__check_schema_exists", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__check_schema_exists", "macro_sql": "{% macro postgres__check_schema_exists(information_schema, schema) -%}\n {% if information_schema.database -%}\n {{ adapter.verify_database(information_schema.database) }}\n {%- endif -%}\n {% call statement('check_schema_exists', fetch_result=True, auto_begin=False) %}\n select count(*) from pg_namespace where nspname = '{{ schema }}'\n {% endcall %}\n {{ return(load_result('check_schema_exists').table) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.099481, "supported_languages": null}, "macro.dbt_postgres.postgres__make_relation_with_suffix": {"name": "postgres__make_relation_with_suffix", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__make_relation_with_suffix", "macro_sql": "{% macro postgres__make_relation_with_suffix(base_relation, suffix, dstring) %}\n {% if dstring %}\n {% set dt = modules.datetime.datetime.now() %}\n {% set dtstring = dt.strftime(\"%H%M%S%f\") %}\n {% set suffix = suffix ~ dtstring %}\n {% endif %}\n {% set suffix_length = suffix|length %}\n {% set relation_max_name_length = base_relation.relation_max_name_length() %}\n {% if suffix_length > relation_max_name_length %}\n {% do exceptions.raise_compiler_error('Relation suffix is too long (' ~ suffix_length ~ ' characters). Maximum length is ' ~ relation_max_name_length ~ ' characters.') %}\n {% endif %}\n {% set identifier = base_relation.identifier[:relation_max_name_length - suffix_length] ~ suffix %}\n\n {{ return(base_relation.incorporate(path={\"identifier\": identifier })) }}\n\n {% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.1003609, "supported_languages": null}, "macro.dbt_postgres.postgres__make_intermediate_relation": {"name": "postgres__make_intermediate_relation", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__make_intermediate_relation", "macro_sql": "{% macro postgres__make_intermediate_relation(base_relation, suffix) %}\n {{ return(postgres__make_relation_with_suffix(base_relation, suffix, dstring=False)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__make_relation_with_suffix"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.1005719, "supported_languages": null}, "macro.dbt_postgres.postgres__make_temp_relation": {"name": "postgres__make_temp_relation", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__make_temp_relation", "macro_sql": "{% macro postgres__make_temp_relation(base_relation, suffix) %}\n {% set temp_relation = postgres__make_relation_with_suffix(base_relation, suffix, dstring=True) %}\n {{ return(temp_relation.incorporate(path={\"schema\": none,\n \"database\": none})) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__make_relation_with_suffix"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.1009102, "supported_languages": null}, "macro.dbt_postgres.postgres__make_backup_relation": {"name": "postgres__make_backup_relation", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__make_backup_relation", "macro_sql": "{% macro postgres__make_backup_relation(base_relation, backup_relation_type, suffix) %}\n {% set backup_relation = postgres__make_relation_with_suffix(base_relation, suffix, dstring=False) %}\n {{ return(backup_relation.incorporate(type=backup_relation_type)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__make_relation_with_suffix"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.101208, "supported_languages": null}, "macro.dbt_postgres.postgres_escape_comment": {"name": "postgres_escape_comment", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres_escape_comment", "macro_sql": "{% macro postgres_escape_comment(comment) -%}\n {% if comment is not string %}\n {% do exceptions.raise_compiler_error('cannot escape a non-string: ' ~ comment) %}\n {% endif %}\n {%- set magic = '$dbt_comment_literal_block$' -%}\n {%- if magic in comment -%}\n {%- do exceptions.raise_compiler_error('The string ' ~ magic ~ ' is not allowed in comments.') -%}\n {%- endif -%}\n {{ magic }}{{ comment }}{{ magic }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.1016588, "supported_languages": null}, "macro.dbt_postgres.postgres__alter_relation_comment": {"name": "postgres__alter_relation_comment", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__alter_relation_comment", "macro_sql": "{% macro postgres__alter_relation_comment(relation, comment) %}\n {% set escaped_comment = postgres_escape_comment(comment) %}\n comment on {{ relation.type }} {{ relation }} is {{ escaped_comment }};\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres_escape_comment"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.101904, "supported_languages": null}, "macro.dbt_postgres.postgres__alter_column_comment": {"name": "postgres__alter_column_comment", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__alter_column_comment", "macro_sql": "{% macro postgres__alter_column_comment(relation, column_dict) %}\n {% set existing_columns = adapter.get_columns_in_relation(relation) | map(attribute=\"name\") | list %}\n {% for column_name in column_dict if (column_name in existing_columns) %}\n {% set comment = column_dict[column_name]['description'] %}\n {% set escaped_comment = postgres_escape_comment(comment) %}\n comment on column {{ relation }}.{{ adapter.quote(column_name) if column_dict[column_name]['quote'] else column_name }} is {{ escaped_comment }};\n {% endfor %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres_escape_comment"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.1025338, "supported_languages": null}, "macro.dbt_postgres.postgres__get_show_grant_sql": {"name": "postgres__get_show_grant_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__get_show_grant_sql", "macro_sql": "\n\n{%- macro postgres__get_show_grant_sql(relation) -%}\n select grantee, privilege_type\n from {{ relation.information_schema('role_table_grants') }}\n where grantor = current_role\n and grantee != current_role\n and table_schema = '{{ relation.schema }}'\n and table_name = '{{ relation.identifier }}'\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.1027489, "supported_languages": null}, "macro.dbt_postgres.postgres__copy_grants": {"name": "postgres__copy_grants", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__copy_grants", "macro_sql": "{% macro postgres__copy_grants() %}\n {{ return(False) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.1028721, "supported_languages": null}, "macro.dbt_postgres.postgres__get_show_indexes_sql": {"name": "postgres__get_show_indexes_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__get_show_indexes_sql", "macro_sql": "{% macro postgres__get_show_indexes_sql(relation) %}\n select\n i.relname as name,\n m.amname as method,\n ix.indisunique as \"unique\",\n array_to_string(array_agg(a.attname), ',') as column_names\n from pg_index ix\n join pg_class i\n on i.oid = ix.indexrelid\n join pg_am m\n on m.oid=i.relam\n join pg_class t\n on t.oid = ix.indrelid\n join pg_namespace n\n on n.oid = t.relnamespace\n join pg_attribute a\n on a.attrelid = t.oid\n and a.attnum = ANY(ix.indkey)\n where t.relname = '{{ relation.identifier }}'\n and n.nspname = '{{ relation.schema }}'\n and t.relkind in ('r', 'm')\n group by 1, 2, 3\n order by 1, 2, 3\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.1030688, "supported_languages": null}, "macro.dbt_postgres.postgres__get_drop_index_sql": {"name": "postgres__get_drop_index_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__get_drop_index_sql", "macro_sql": "\n\n\n{%- macro postgres__get_drop_index_sql(relation, index_name) -%}\n drop index if exists \"{{ relation.schema }}\".\"{{ index_name }}\"\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.103214, "supported_languages": null}, "macro.dbt_postgres.postgres__get_incremental_default_sql": {"name": "postgres__get_incremental_default_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/materializations/incremental_strategies.sql", "original_file_path": "macros/materializations/incremental_strategies.sql", "unique_id": "macro.dbt_postgres.postgres__get_incremental_default_sql", "macro_sql": "{% macro postgres__get_incremental_default_sql(arg_dict) %}\n\n {% if arg_dict[\"unique_key\"] %}\n {% do return(get_incremental_delete_insert_sql(arg_dict)) %}\n {% else %}\n {% do return(get_incremental_append_sql(arg_dict)) %}\n {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_incremental_delete_insert_sql", "macro.dbt.get_incremental_append_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.103621, "supported_languages": null}, "macro.dbt_postgres.postgres__snapshot_merge_sql": {"name": "postgres__snapshot_merge_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/materializations/snapshot_merge.sql", "original_file_path": "macros/materializations/snapshot_merge.sql", "unique_id": "macro.dbt_postgres.postgres__snapshot_merge_sql", "macro_sql": "{% macro postgres__snapshot_merge_sql(target, source, insert_cols) -%}\n {%- set insert_cols_csv = insert_cols | join(', ') -%}\n\n update {{ target }}\n set dbt_valid_to = DBT_INTERNAL_SOURCE.dbt_valid_to\n from {{ source }} as DBT_INTERNAL_SOURCE\n where DBT_INTERNAL_SOURCE.dbt_scd_id::text = {{ target }}.dbt_scd_id::text\n and DBT_INTERNAL_SOURCE.dbt_change_type::text in ('update'::text, 'delete'::text)\n and {{ target }}.dbt_valid_to is null;\n\n insert into {{ target }} ({{ insert_cols_csv }})\n select {% for column in insert_cols -%}\n DBT_INTERNAL_SOURCE.{{ column }} {%- if not loop.last %}, {%- endif %}\n {%- endfor %}\n from {{ source }} as DBT_INTERNAL_SOURCE\n where DBT_INTERNAL_SOURCE.dbt_change_type::text = 'insert'::text;\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.104407, "supported_languages": null}, "macro.dbt_postgres.postgres__drop_materialized_view": {"name": "postgres__drop_materialized_view", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations/materialized_view/drop.sql", "original_file_path": "macros/relations/materialized_view/drop.sql", "unique_id": "macro.dbt_postgres.postgres__drop_materialized_view", "macro_sql": "{% macro postgres__drop_materialized_view(relation) -%}\n drop materialized view if exists {{ relation }} cascade\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.104668, "supported_languages": null}, "macro.dbt_postgres.postgres__describe_materialized_view": {"name": "postgres__describe_materialized_view", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations/materialized_view/describe.sql", "original_file_path": "macros/relations/materialized_view/describe.sql", "unique_id": "macro.dbt_postgres.postgres__describe_materialized_view", "macro_sql": "{% macro postgres__describe_materialized_view(relation) %}\n -- for now just get the indexes, we don't need the name or the query yet\n {% set _indexes = run_query(get_show_indexes_sql(relation)) %}\n {% do return({'indexes': _indexes}) %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_query", "macro.dbt.get_show_indexes_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.1050072, "supported_languages": null}, "macro.dbt_postgres.postgres__refresh_materialized_view": {"name": "postgres__refresh_materialized_view", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations/materialized_view/refresh.sql", "original_file_path": "macros/relations/materialized_view/refresh.sql", "unique_id": "macro.dbt_postgres.postgres__refresh_materialized_view", "macro_sql": "{% macro postgres__refresh_materialized_view(relation) %}\n refresh materialized view {{ relation }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.1051588, "supported_languages": null}, "macro.dbt_postgres.postgres__get_rename_materialized_view_sql": {"name": "postgres__get_rename_materialized_view_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations/materialized_view/rename.sql", "original_file_path": "macros/relations/materialized_view/rename.sql", "unique_id": "macro.dbt_postgres.postgres__get_rename_materialized_view_sql", "macro_sql": "{% macro postgres__get_rename_materialized_view_sql(relation, new_name) %}\n alter materialized view {{ relation }} rename to {{ new_name }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.10544, "supported_languages": null}, "macro.dbt_postgres.postgres__get_alter_materialized_view_as_sql": {"name": "postgres__get_alter_materialized_view_as_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations/materialized_view/alter.sql", "original_file_path": "macros/relations/materialized_view/alter.sql", "unique_id": "macro.dbt_postgres.postgres__get_alter_materialized_view_as_sql", "macro_sql": "{% macro postgres__get_alter_materialized_view_as_sql(\n relation,\n configuration_changes,\n sql,\n existing_relation,\n backup_relation,\n intermediate_relation\n) %}\n\n -- apply a full refresh immediately if needed\n {% if configuration_changes.requires_full_refresh %}\n\n {{ get_replace_sql(existing_relation, relation, sql) }}\n\n -- otherwise apply individual changes as needed\n {% else %}\n\n {{ postgres__update_indexes_on_materialized_view(relation, configuration_changes.indexes) }}\n\n {%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_replace_sql", "macro.dbt_postgres.postgres__update_indexes_on_materialized_view"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.1063318, "supported_languages": null}, "macro.dbt_postgres.postgres__update_indexes_on_materialized_view": {"name": "postgres__update_indexes_on_materialized_view", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations/materialized_view/alter.sql", "original_file_path": "macros/relations/materialized_view/alter.sql", "unique_id": "macro.dbt_postgres.postgres__update_indexes_on_materialized_view", "macro_sql": "\n\n\n{%- macro postgres__update_indexes_on_materialized_view(relation, index_changes) -%}\n {{- log(\"Applying UPDATE INDEXES to: \" ~ relation) -}}\n\n {%- for _index_change in index_changes -%}\n {%- set _index = _index_change.context -%}\n\n {%- if _index_change.action == \"drop\" -%}\n\n {{ postgres__get_drop_index_sql(relation, _index.name) }};\n\n {%- elif _index_change.action == \"create\" -%}\n\n {{ postgres__get_create_index_sql(relation, _index.as_node_config) }}\n\n {%- endif -%}\n\n {%- endfor -%}\n\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_drop_index_sql", "macro.dbt_postgres.postgres__get_create_index_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.106831, "supported_languages": null}, "macro.dbt_postgres.postgres__get_materialized_view_configuration_changes": {"name": "postgres__get_materialized_view_configuration_changes", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations/materialized_view/alter.sql", "original_file_path": "macros/relations/materialized_view/alter.sql", "unique_id": "macro.dbt_postgres.postgres__get_materialized_view_configuration_changes", "macro_sql": "{% macro postgres__get_materialized_view_configuration_changes(existing_relation, new_config) %}\n {% set _existing_materialized_view = postgres__describe_materialized_view(existing_relation) %}\n {% set _configuration_changes = existing_relation.get_materialized_view_config_change_collection(_existing_materialized_view, new_config) %}\n {% do return(_configuration_changes) %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__describe_materialized_view"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.107145, "supported_languages": null}, "macro.dbt_postgres.postgres__get_create_materialized_view_as_sql": {"name": "postgres__get_create_materialized_view_as_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations/materialized_view/create.sql", "original_file_path": "macros/relations/materialized_view/create.sql", "unique_id": "macro.dbt_postgres.postgres__get_create_materialized_view_as_sql", "macro_sql": "{% macro postgres__get_create_materialized_view_as_sql(relation, sql) %}\n create materialized view if not exists {{ relation }} as {{ sql }};\n\n {% for _index_dict in config.get('indexes', []) -%}\n {{- get_create_index_sql(relation, _index_dict) -}}\n {%- endfor -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_create_index_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.1075258, "supported_languages": null}, "macro.dbt_postgres.postgres__drop_table": {"name": "postgres__drop_table", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations/table/drop.sql", "original_file_path": "macros/relations/table/drop.sql", "unique_id": "macro.dbt_postgres.postgres__drop_table", "macro_sql": "{% macro postgres__drop_table(relation) -%}\n drop table if exists {{ relation }} cascade\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.107672, "supported_languages": null}, "macro.dbt_postgres.postgres__get_replace_table_sql": {"name": "postgres__get_replace_table_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations/table/replace.sql", "original_file_path": "macros/relations/table/replace.sql", "unique_id": "macro.dbt_postgres.postgres__get_replace_table_sql", "macro_sql": "{% macro postgres__get_replace_table_sql(relation, sql) -%}\n\n {%- set sql_header = config.get('sql_header', none) -%}\n {{ sql_header if sql_header is not none }}\n\n create or replace table {{ relation }}\n {% set contract_config = config.get('contract') %}\n {% if contract_config.enforced %}\n {{ get_assert_columns_equivalent(sql) }}\n {{ get_table_columns_and_constraints() }}\n {%- set sql = get_select_subquery(sql) %}\n {% endif %}\n as (\n {{ sql }}\n );\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.get_assert_columns_equivalent", "macro.dbt.get_table_columns_and_constraints", "macro.dbt.get_select_subquery"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.108403, "supported_languages": null}, "macro.dbt_postgres.postgres__get_rename_table_sql": {"name": "postgres__get_rename_table_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations/table/rename.sql", "original_file_path": "macros/relations/table/rename.sql", "unique_id": "macro.dbt_postgres.postgres__get_rename_table_sql", "macro_sql": "{% macro postgres__get_rename_table_sql(relation, new_name) %}\n alter table {{ relation }} rename to {{ new_name }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.108588, "supported_languages": null}, "macro.dbt_postgres.postgres__drop_view": {"name": "postgres__drop_view", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations/view/drop.sql", "original_file_path": "macros/relations/view/drop.sql", "unique_id": "macro.dbt_postgres.postgres__drop_view", "macro_sql": "{% macro postgres__drop_view(relation) -%}\n drop view if exists {{ relation }} cascade\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.10873, "supported_languages": null}, "macro.dbt_postgres.postgres__get_replace_view_sql": {"name": "postgres__get_replace_view_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations/view/replace.sql", "original_file_path": "macros/relations/view/replace.sql", "unique_id": "macro.dbt_postgres.postgres__get_replace_view_sql", "macro_sql": "{% macro postgres__get_replace_view_sql(relation, sql) -%}\n\n {%- set sql_header = config.get('sql_header', none) -%}\n {{ sql_header if sql_header is not none }}\n\n create or replace view {{ relation }}\n {% set contract_config = config.get('contract') %}\n {% if contract_config.enforced %}\n {{ get_assert_columns_equivalent(sql) }}\n {%- endif %}\n as (\n {{ sql }}\n );\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.get_assert_columns_equivalent"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.109324, "supported_languages": null}, "macro.dbt_postgres.postgres__get_rename_view_sql": {"name": "postgres__get_rename_view_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations/view/rename.sql", "original_file_path": "macros/relations/view/rename.sql", "unique_id": "macro.dbt_postgres.postgres__get_rename_view_sql", "macro_sql": "{% macro postgres__get_rename_view_sql(relation, new_name) %}\n alter view {{ relation }} rename to {{ new_name }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.109507, "supported_languages": null}, "macro.dbt_postgres.postgres__dateadd": {"name": "postgres__dateadd", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/utils/dateadd.sql", "original_file_path": "macros/utils/dateadd.sql", "unique_id": "macro.dbt_postgres.postgres__dateadd", "macro_sql": "{% macro postgres__dateadd(datepart, interval, from_date_or_timestamp) %}\n\n {{ from_date_or_timestamp }} + ((interval '1 {{ datepart }}') * ({{ interval }}))\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.109731, "supported_languages": null}, "macro.dbt_postgres.postgres__listagg": {"name": "postgres__listagg", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/utils/listagg.sql", "original_file_path": "macros/utils/listagg.sql", "unique_id": "macro.dbt_postgres.postgres__listagg", "macro_sql": "{% macro postgres__listagg(measure, delimiter_text, order_by_clause, limit_num) -%}\n\n {% if limit_num -%}\n array_to_string(\n (array_agg(\n {{ measure }}\n {% if order_by_clause -%}\n {{ order_by_clause }}\n {%- endif %}\n ))[1:{{ limit_num }}],\n {{ delimiter_text }}\n )\n {%- else %}\n string_agg(\n {{ measure }},\n {{ delimiter_text }}\n {% if order_by_clause -%}\n {{ order_by_clause }}\n {%- endif %}\n )\n {%- endif %}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.11038, "supported_languages": null}, "macro.dbt_postgres.postgres__datediff": {"name": "postgres__datediff", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/utils/datediff.sql", "original_file_path": "macros/utils/datediff.sql", "unique_id": "macro.dbt_postgres.postgres__datediff", "macro_sql": "{% macro postgres__datediff(first_date, second_date, datepart) -%}\n\n {% if datepart == 'year' %}\n (date_part('year', ({{second_date}})::date) - date_part('year', ({{first_date}})::date))\n {% elif datepart == 'quarter' %}\n ({{ datediff(first_date, second_date, 'year') }} * 4 + date_part('quarter', ({{second_date}})::date) - date_part('quarter', ({{first_date}})::date))\n {% elif datepart == 'month' %}\n ({{ datediff(first_date, second_date, 'year') }} * 12 + date_part('month', ({{second_date}})::date) - date_part('month', ({{first_date}})::date))\n {% elif datepart == 'day' %}\n (({{second_date}})::date - ({{first_date}})::date)\n {% elif datepart == 'week' %}\n ({{ datediff(first_date, second_date, 'day') }} / 7 + case\n when date_part('dow', ({{first_date}})::timestamp) <= date_part('dow', ({{second_date}})::timestamp) then\n case when {{first_date}} <= {{second_date}} then 0 else -1 end\n else\n case when {{first_date}} <= {{second_date}} then 1 else 0 end\n end)\n {% elif datepart == 'hour' %}\n ({{ datediff(first_date, second_date, 'day') }} * 24 + date_part('hour', ({{second_date}})::timestamp) - date_part('hour', ({{first_date}})::timestamp))\n {% elif datepart == 'minute' %}\n ({{ datediff(first_date, second_date, 'hour') }} * 60 + date_part('minute', ({{second_date}})::timestamp) - date_part('minute', ({{first_date}})::timestamp))\n {% elif datepart == 'second' %}\n ({{ datediff(first_date, second_date, 'minute') }} * 60 + floor(date_part('second', ({{second_date}})::timestamp)) - floor(date_part('second', ({{first_date}})::timestamp)))\n {% elif datepart == 'millisecond' %}\n ({{ datediff(first_date, second_date, 'minute') }} * 60000 + floor(date_part('millisecond', ({{second_date}})::timestamp)) - floor(date_part('millisecond', ({{first_date}})::timestamp)))\n {% elif datepart == 'microsecond' %}\n ({{ datediff(first_date, second_date, 'minute') }} * 60000000 + floor(date_part('microsecond', ({{second_date}})::timestamp)) - floor(date_part('microsecond', ({{first_date}})::timestamp)))\n {% else %}\n {{ exceptions.raise_compiler_error(\"Unsupported datepart for macro datediff in postgres: {!r}\".format(datepart)) }}\n {% endif %}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.datediff"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.113816, "supported_languages": null}, "macro.dbt_postgres.postgres__any_value": {"name": "postgres__any_value", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/utils/any_value.sql", "original_file_path": "macros/utils/any_value.sql", "unique_id": "macro.dbt_postgres.postgres__any_value", "macro_sql": "{% macro postgres__any_value(expression) -%}\n\n min({{ expression }})\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.113981, "supported_languages": null}, "macro.dbt_postgres.postgres__last_day": {"name": "postgres__last_day", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/utils/last_day.sql", "original_file_path": "macros/utils/last_day.sql", "unique_id": "macro.dbt_postgres.postgres__last_day", "macro_sql": "{% macro postgres__last_day(date, datepart) -%}\n\n {%- if datepart == 'quarter' -%}\n -- postgres dateadd does not support quarter interval.\n cast(\n {{dbt.dateadd('day', '-1',\n dbt.dateadd('month', '3', dbt.date_trunc(datepart, date))\n )}}\n as date)\n {%- else -%}\n {{dbt.default_last_day(date, datepart)}}\n {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.dateadd", "macro.dbt.date_trunc", "macro.dbt.default_last_day"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.11451, "supported_languages": null}, "macro.dbt_postgres.postgres__split_part": {"name": "postgres__split_part", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/utils/split_part.sql", "original_file_path": "macros/utils/split_part.sql", "unique_id": "macro.dbt_postgres.postgres__split_part", "macro_sql": "{% macro postgres__split_part(string_text, delimiter_text, part_number) %}\n\n {% if part_number >= 0 %}\n {{ dbt.default__split_part(string_text, delimiter_text, part_number) }}\n {% else %}\n {{ dbt._split_part_negative(string_text, delimiter_text, part_number) }}\n {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__split_part", "macro.dbt._split_part_negative"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.114955, "supported_languages": null}, "macro.dbt.run_hooks": {"name": "run_hooks", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/hooks.sql", "original_file_path": "macros/materializations/hooks.sql", "unique_id": "macro.dbt.run_hooks", "macro_sql": "{% macro run_hooks(hooks, inside_transaction=True) %}\n {% for hook in hooks | selectattr('transaction', 'equalto', inside_transaction) %}\n {% if not inside_transaction and loop.first %}\n {% call statement(auto_begin=inside_transaction) %}\n commit;\n {% endcall %}\n {% endif %}\n {% set rendered = render(hook.get('sql')) | trim %}\n {% if (rendered | length) > 0 %}\n {% call statement(auto_begin=inside_transaction) %}\n {{ rendered }}\n {% endcall %}\n {% endif %}\n {% endfor %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.116089, "supported_languages": null}, "macro.dbt.make_hook_config": {"name": "make_hook_config", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/hooks.sql", "original_file_path": "macros/materializations/hooks.sql", "unique_id": "macro.dbt.make_hook_config", "macro_sql": "{% macro make_hook_config(sql, inside_transaction) %}\n {{ tojson({\"sql\": sql, \"transaction\": inside_transaction}) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.1163, "supported_languages": null}, "macro.dbt.before_begin": {"name": "before_begin", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/hooks.sql", "original_file_path": "macros/materializations/hooks.sql", "unique_id": "macro.dbt.before_begin", "macro_sql": "{% macro before_begin(sql) %}\n {{ make_hook_config(sql, inside_transaction=False) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.make_hook_config"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.11645, "supported_languages": null}, "macro.dbt.in_transaction": {"name": "in_transaction", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/hooks.sql", "original_file_path": "macros/materializations/hooks.sql", "unique_id": "macro.dbt.in_transaction", "macro_sql": "{% macro in_transaction(sql) %}\n {{ make_hook_config(sql, inside_transaction=True) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.make_hook_config"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.116601, "supported_languages": null}, "macro.dbt.after_commit": {"name": "after_commit", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/hooks.sql", "original_file_path": "macros/materializations/hooks.sql", "unique_id": "macro.dbt.after_commit", "macro_sql": "{% macro after_commit(sql) %}\n {{ make_hook_config(sql, inside_transaction=False) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.make_hook_config"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.116749, "supported_languages": null}, "macro.dbt.set_sql_header": {"name": "set_sql_header", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/configs.sql", "original_file_path": "macros/materializations/configs.sql", "unique_id": "macro.dbt.set_sql_header", "macro_sql": "{% macro set_sql_header(config) -%}\n {{ config.set('sql_header', caller()) }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.117144, "supported_languages": null}, "macro.dbt.should_full_refresh": {"name": "should_full_refresh", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/configs.sql", "original_file_path": "macros/materializations/configs.sql", "unique_id": "macro.dbt.should_full_refresh", "macro_sql": "{% macro should_full_refresh() %}\n {% set config_full_refresh = config.get('full_refresh') %}\n {% if config_full_refresh is none %}\n {% set config_full_refresh = flags.FULL_REFRESH %}\n {% endif %}\n {% do return(config_full_refresh) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.11746, "supported_languages": null}, "macro.dbt.should_store_failures": {"name": "should_store_failures", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/configs.sql", "original_file_path": "macros/materializations/configs.sql", "unique_id": "macro.dbt.should_store_failures", "macro_sql": "{% macro should_store_failures() %}\n {% set config_store_failures = config.get('store_failures') %}\n {% if config_store_failures is none %}\n {% set config_store_failures = flags.STORE_FAILURES %}\n {% endif %}\n {% do return(config_store_failures) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.117779, "supported_languages": null}, "macro.dbt.snapshot_merge_sql": {"name": "snapshot_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/snapshot_merge.sql", "original_file_path": "macros/materializations/snapshots/snapshot_merge.sql", "unique_id": "macro.dbt.snapshot_merge_sql", "macro_sql": "{% macro snapshot_merge_sql(target, source, insert_cols) -%}\n {{ adapter.dispatch('snapshot_merge_sql', 'dbt')(target, source, insert_cols) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__snapshot_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.118248, "supported_languages": null}, "macro.dbt.default__snapshot_merge_sql": {"name": "default__snapshot_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/snapshot_merge.sql", "original_file_path": "macros/materializations/snapshots/snapshot_merge.sql", "unique_id": "macro.dbt.default__snapshot_merge_sql", "macro_sql": "{% macro default__snapshot_merge_sql(target, source, insert_cols) -%}\n {%- set insert_cols_csv = insert_cols | join(', ') -%}\n\n merge into {{ target }} as DBT_INTERNAL_DEST\n using {{ source }} as DBT_INTERNAL_SOURCE\n on DBT_INTERNAL_SOURCE.dbt_scd_id = DBT_INTERNAL_DEST.dbt_scd_id\n\n when matched\n and DBT_INTERNAL_DEST.dbt_valid_to is null\n and DBT_INTERNAL_SOURCE.dbt_change_type in ('update', 'delete')\n then update\n set dbt_valid_to = DBT_INTERNAL_SOURCE.dbt_valid_to\n\n when not matched\n and DBT_INTERNAL_SOURCE.dbt_change_type = 'insert'\n then insert ({{ insert_cols_csv }})\n values ({{ insert_cols_csv }})\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.118531, "supported_languages": null}, "macro.dbt.strategy_dispatch": {"name": "strategy_dispatch", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.strategy_dispatch", "macro_sql": "{% macro strategy_dispatch(name) -%}\n{% set original_name = name %}\n {% if '.' in name %}\n {% set package_name, name = name.split(\".\", 1) %}\n {% else %}\n {% set package_name = none %}\n {% endif %}\n\n {% if package_name is none %}\n {% set package_context = context %}\n {% elif package_name in context %}\n {% set package_context = context[package_name] %}\n {% else %}\n {% set error_msg %}\n Could not find package '{{package_name}}', called with '{{original_name}}'\n {% endset %}\n {{ exceptions.raise_compiler_error(error_msg | trim) }}\n {% endif %}\n\n {%- set search_name = 'snapshot_' ~ name ~ '_strategy' -%}\n\n {% if search_name not in package_context %}\n {% set error_msg %}\n The specified strategy macro '{{name}}' was not found in package '{{ package_name }}'\n {% endset %}\n {{ exceptions.raise_compiler_error(error_msg | trim) }}\n {% endif %}\n {{ return(package_context[search_name]) }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.122275, "supported_languages": null}, "macro.dbt.snapshot_hash_arguments": {"name": "snapshot_hash_arguments", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.snapshot_hash_arguments", "macro_sql": "{% macro snapshot_hash_arguments(args) -%}\n {{ adapter.dispatch('snapshot_hash_arguments', 'dbt')(args) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__snapshot_hash_arguments"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.122464, "supported_languages": null}, "macro.dbt.default__snapshot_hash_arguments": {"name": "default__snapshot_hash_arguments", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.default__snapshot_hash_arguments", "macro_sql": "{% macro default__snapshot_hash_arguments(args) -%}\n md5({%- for arg in args -%}\n coalesce(cast({{ arg }} as varchar ), '')\n {% if not loop.last %} || '|' || {% endif %}\n {%- endfor -%})\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.122696, "supported_languages": null}, "macro.dbt.snapshot_timestamp_strategy": {"name": "snapshot_timestamp_strategy", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.snapshot_timestamp_strategy", "macro_sql": "{% macro snapshot_timestamp_strategy(node, snapshotted_rel, current_rel, config, target_exists) %}\n {% set primary_key = config['unique_key'] %}\n {% set updated_at = config['updated_at'] %}\n {% set invalidate_hard_deletes = config.get('invalidate_hard_deletes', false) %}\n\n {#/*\n The snapshot relation might not have an {{ updated_at }} value if the\n snapshot strategy is changed from `check` to `timestamp`. We\n should use a dbt-created column for the comparison in the snapshot\n table instead of assuming that the user-supplied {{ updated_at }}\n will be present in the historical data.\n\n See https://github.com/dbt-labs/dbt-core/issues/2350\n */ #}\n {% set row_changed_expr -%}\n ({{ snapshotted_rel }}.dbt_valid_from < {{ current_rel }}.{{ updated_at }})\n {%- endset %}\n\n {% set scd_id_expr = snapshot_hash_arguments([primary_key, updated_at]) %}\n\n {% do return({\n \"unique_key\": primary_key,\n \"updated_at\": updated_at,\n \"row_changed\": row_changed_expr,\n \"scd_id\": scd_id_expr,\n \"invalidate_hard_deletes\": invalidate_hard_deletes\n }) %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.snapshot_hash_arguments"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.1234481, "supported_languages": null}, "macro.dbt.snapshot_string_as_time": {"name": "snapshot_string_as_time", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.snapshot_string_as_time", "macro_sql": "{% macro snapshot_string_as_time(timestamp) -%}\n {{ adapter.dispatch('snapshot_string_as_time', 'dbt')(timestamp) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__snapshot_string_as_time"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.1236238, "supported_languages": null}, "macro.dbt.default__snapshot_string_as_time": {"name": "default__snapshot_string_as_time", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.default__snapshot_string_as_time", "macro_sql": "{% macro default__snapshot_string_as_time(timestamp) %}\n {% do exceptions.raise_not_implemented(\n 'snapshot_string_as_time macro not implemented for adapter '+adapter.type()\n ) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.123806, "supported_languages": null}, "macro.dbt.snapshot_check_all_get_existing_columns": {"name": "snapshot_check_all_get_existing_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.snapshot_check_all_get_existing_columns", "macro_sql": "{% macro snapshot_check_all_get_existing_columns(node, target_exists, check_cols_config) -%}\n {%- if not target_exists -%}\n {#-- no table yet -> return whatever the query does --#}\n {{ return((false, query_columns)) }}\n {%- endif -%}\n\n {#-- handle any schema changes --#}\n {%- set target_relation = adapter.get_relation(database=node.database, schema=node.schema, identifier=node.alias) -%}\n\n {% if check_cols_config == 'all' %}\n {%- set query_columns = get_columns_in_query(node['compiled_code']) -%}\n\n {% elif check_cols_config is iterable and (check_cols_config | length) > 0 %}\n {#-- query for proper casing/quoting, to support comparison below --#}\n {%- set select_check_cols_from_target -%}\n {#-- N.B. The whitespace below is necessary to avoid edge case issue with comments --#}\n {#-- See: https://github.com/dbt-labs/dbt-core/issues/6781 --#}\n select {{ check_cols_config | join(', ') }} from (\n {{ node['compiled_code'] }}\n ) subq\n {%- endset -%}\n {% set query_columns = get_columns_in_query(select_check_cols_from_target) %}\n\n {% else %}\n {% do exceptions.raise_compiler_error(\"Invalid value for 'check_cols': \" ~ check_cols_config) %}\n {% endif %}\n\n {%- set existing_cols = adapter.get_columns_in_relation(target_relation) | map(attribute = 'name') | list -%}\n {%- set ns = namespace() -%} {#-- handle for-loop scoping with a namespace --#}\n {%- set ns.column_added = false -%}\n\n {%- set intersection = [] -%}\n {%- for col in query_columns -%}\n {%- if col in existing_cols -%}\n {%- do intersection.append(adapter.quote(col)) -%}\n {%- else -%}\n {% set ns.column_added = true %}\n {%- endif -%}\n {%- endfor -%}\n {{ return((ns.column_added, intersection)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.get_columns_in_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.1252859, "supported_languages": null}, "macro.dbt.snapshot_check_strategy": {"name": "snapshot_check_strategy", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.snapshot_check_strategy", "macro_sql": "{% macro snapshot_check_strategy(node, snapshotted_rel, current_rel, config, target_exists) %}\n {% set check_cols_config = config['check_cols'] %}\n {% set primary_key = config['unique_key'] %}\n {% set invalidate_hard_deletes = config.get('invalidate_hard_deletes', false) %}\n {% set updated_at = config.get('updated_at', snapshot_get_time()) %}\n\n {% set column_added = false %}\n\n {% set column_added, check_cols = snapshot_check_all_get_existing_columns(node, target_exists, check_cols_config) %}\n\n {%- set row_changed_expr -%}\n (\n {%- if column_added -%}\n {{ get_true_sql() }}\n {%- else -%}\n {%- for col in check_cols -%}\n {{ snapshotted_rel }}.{{ col }} != {{ current_rel }}.{{ col }}\n or\n (\n (({{ snapshotted_rel }}.{{ col }} is null) and not ({{ current_rel }}.{{ col }} is null))\n or\n ((not {{ snapshotted_rel }}.{{ col }} is null) and ({{ current_rel }}.{{ col }} is null))\n )\n {%- if not loop.last %} or {% endif -%}\n {%- endfor -%}\n {%- endif -%}\n )\n {%- endset %}\n\n {% set scd_id_expr = snapshot_hash_arguments([primary_key, updated_at]) %}\n\n {% do return({\n \"unique_key\": primary_key,\n \"updated_at\": updated_at,\n \"row_changed\": row_changed_expr,\n \"scd_id\": scd_id_expr,\n \"invalidate_hard_deletes\": invalidate_hard_deletes\n }) %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.snapshot_get_time", "macro.dbt.snapshot_check_all_get_existing_columns", "macro.dbt.get_true_sql", "macro.dbt.snapshot_hash_arguments"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.126692, "supported_languages": null}, "macro.dbt.create_columns": {"name": "create_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.create_columns", "macro_sql": "{% macro create_columns(relation, columns) %}\n {{ adapter.dispatch('create_columns', 'dbt')(relation, columns) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__create_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.1309628, "supported_languages": null}, "macro.dbt.default__create_columns": {"name": "default__create_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.default__create_columns", "macro_sql": "{% macro default__create_columns(relation, columns) %}\n {% for column in columns %}\n {% call statement() %}\n alter table {{ relation }} add column \"{{ column.name }}\" {{ column.data_type }};\n {% endcall %}\n {% endfor %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.131263, "supported_languages": null}, "macro.dbt.post_snapshot": {"name": "post_snapshot", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.post_snapshot", "macro_sql": "{% macro post_snapshot(staging_relation) %}\n {{ adapter.dispatch('post_snapshot', 'dbt')(staging_relation) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__post_snapshot"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.131435, "supported_languages": null}, "macro.dbt.default__post_snapshot": {"name": "default__post_snapshot", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.default__post_snapshot", "macro_sql": "{% macro default__post_snapshot(staging_relation) %}\n {# no-op #}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.13153, "supported_languages": null}, "macro.dbt.get_true_sql": {"name": "get_true_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.get_true_sql", "macro_sql": "{% macro get_true_sql() %}\n {{ adapter.dispatch('get_true_sql', 'dbt')() }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_true_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.131681, "supported_languages": null}, "macro.dbt.default__get_true_sql": {"name": "default__get_true_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.default__get_true_sql", "macro_sql": "{% macro default__get_true_sql() %}\n {{ return('TRUE') }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.131804, "supported_languages": null}, "macro.dbt.snapshot_staging_table": {"name": "snapshot_staging_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.snapshot_staging_table", "macro_sql": "{% macro snapshot_staging_table(strategy, source_sql, target_relation) -%}\n {{ adapter.dispatch('snapshot_staging_table', 'dbt')(strategy, source_sql, target_relation) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__snapshot_staging_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.13202, "supported_languages": null}, "macro.dbt.default__snapshot_staging_table": {"name": "default__snapshot_staging_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.default__snapshot_staging_table", "macro_sql": "{% macro default__snapshot_staging_table(strategy, source_sql, target_relation) -%}\n\n with snapshot_query as (\n\n {{ source_sql }}\n\n ),\n\n snapshotted_data as (\n\n select *,\n {{ strategy.unique_key }} as dbt_unique_key\n\n from {{ target_relation }}\n where dbt_valid_to is null\n\n ),\n\n insertions_source_data as (\n\n select\n *,\n {{ strategy.unique_key }} as dbt_unique_key,\n {{ strategy.updated_at }} as dbt_updated_at,\n {{ strategy.updated_at }} as dbt_valid_from,\n nullif({{ strategy.updated_at }}, {{ strategy.updated_at }}) as dbt_valid_to,\n {{ strategy.scd_id }} as dbt_scd_id\n\n from snapshot_query\n ),\n\n updates_source_data as (\n\n select\n *,\n {{ strategy.unique_key }} as dbt_unique_key,\n {{ strategy.updated_at }} as dbt_updated_at,\n {{ strategy.updated_at }} as dbt_valid_from,\n {{ strategy.updated_at }} as dbt_valid_to\n\n from snapshot_query\n ),\n\n {%- if strategy.invalidate_hard_deletes %}\n\n deletes_source_data as (\n\n select\n *,\n {{ strategy.unique_key }} as dbt_unique_key\n from snapshot_query\n ),\n {% endif %}\n\n insertions as (\n\n select\n 'insert' as dbt_change_type,\n source_data.*\n\n from insertions_source_data as source_data\n left outer join snapshotted_data on snapshotted_data.dbt_unique_key = source_data.dbt_unique_key\n where snapshotted_data.dbt_unique_key is null\n or (\n snapshotted_data.dbt_unique_key is not null\n and (\n {{ strategy.row_changed }}\n )\n )\n\n ),\n\n updates as (\n\n select\n 'update' as dbt_change_type,\n source_data.*,\n snapshotted_data.dbt_scd_id\n\n from updates_source_data as source_data\n join snapshotted_data on snapshotted_data.dbt_unique_key = source_data.dbt_unique_key\n where (\n {{ strategy.row_changed }}\n )\n )\n\n {%- if strategy.invalidate_hard_deletes -%}\n ,\n\n deletes as (\n\n select\n 'delete' as dbt_change_type,\n source_data.*,\n {{ snapshot_get_time() }} as dbt_valid_from,\n {{ snapshot_get_time() }} as dbt_updated_at,\n {{ snapshot_get_time() }} as dbt_valid_to,\n snapshotted_data.dbt_scd_id\n\n from snapshotted_data\n left join deletes_source_data as source_data on snapshotted_data.dbt_unique_key = source_data.dbt_unique_key\n where source_data.dbt_unique_key is null\n )\n {%- endif %}\n\n select * from insertions\n union all\n select * from updates\n {%- if strategy.invalidate_hard_deletes %}\n union all\n select * from deletes\n {%- endif %}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.snapshot_get_time"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.1329532, "supported_languages": null}, "macro.dbt.build_snapshot_table": {"name": "build_snapshot_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.build_snapshot_table", "macro_sql": "{% macro build_snapshot_table(strategy, sql) -%}\n {{ adapter.dispatch('build_snapshot_table', 'dbt')(strategy, sql) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__build_snapshot_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.133152, "supported_languages": null}, "macro.dbt.default__build_snapshot_table": {"name": "default__build_snapshot_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.default__build_snapshot_table", "macro_sql": "{% macro default__build_snapshot_table(strategy, sql) %}\n\n select *,\n {{ strategy.scd_id }} as dbt_scd_id,\n {{ strategy.updated_at }} as dbt_updated_at,\n {{ strategy.updated_at }} as dbt_valid_from,\n nullif({{ strategy.updated_at }}, {{ strategy.updated_at }}) as dbt_valid_to\n from (\n {{ sql }}\n ) sbq\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.1334279, "supported_languages": null}, "macro.dbt.build_snapshot_staging_table": {"name": "build_snapshot_staging_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.build_snapshot_staging_table", "macro_sql": "{% macro build_snapshot_staging_table(strategy, sql, target_relation) %}\n {% set temp_relation = make_temp_relation(target_relation) %}\n\n {% set select = snapshot_staging_table(strategy, sql, target_relation) %}\n\n {% call statement('build_snapshot_staging_relation') %}\n {{ create_table_as(True, temp_relation, select) }}\n {% endcall %}\n\n {% do return(temp_relation) %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.make_temp_relation", "macro.dbt.snapshot_staging_table", "macro.dbt.statement", "macro.dbt.create_table_as"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.133884, "supported_languages": null}, "macro.dbt.materialization_snapshot_default": {"name": "materialization_snapshot_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/snapshot.sql", "original_file_path": "macros/materializations/snapshots/snapshot.sql", "unique_id": "macro.dbt.materialization_snapshot_default", "macro_sql": "{% materialization snapshot, default %}\n {%- set config = model['config'] -%}\n\n {%- set target_table = model.get('alias', model.get('name')) -%}\n\n {%- set strategy_name = config.get('strategy') -%}\n {%- set unique_key = config.get('unique_key') %}\n -- grab current tables grants config for comparision later on\n {%- set grant_config = config.get('grants') -%}\n\n {% set target_relation_exists, target_relation = get_or_create_relation(\n database=model.database,\n schema=model.schema,\n identifier=target_table,\n type='table') -%}\n\n {%- if not target_relation.is_table -%}\n {% do exceptions.relation_wrong_type(target_relation, 'table') %}\n {%- endif -%}\n\n\n {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n {% set strategy_macro = strategy_dispatch(strategy_name) %}\n {% set strategy = strategy_macro(model, \"snapshotted_data\", \"source_data\", config, target_relation_exists) %}\n\n {% if not target_relation_exists %}\n\n {% set build_sql = build_snapshot_table(strategy, model['compiled_code']) %}\n {% set final_sql = create_table_as(False, target_relation, build_sql) %}\n\n {% else %}\n\n {{ adapter.valid_snapshot_target(target_relation) }}\n\n {% set staging_table = build_snapshot_staging_table(strategy, sql, target_relation) %}\n\n -- this may no-op if the database does not require column expansion\n {% do adapter.expand_target_column_types(from_relation=staging_table,\n to_relation=target_relation) %}\n\n {% set missing_columns = adapter.get_missing_columns(staging_table, target_relation)\n | rejectattr('name', 'equalto', 'dbt_change_type')\n | rejectattr('name', 'equalto', 'DBT_CHANGE_TYPE')\n | rejectattr('name', 'equalto', 'dbt_unique_key')\n | rejectattr('name', 'equalto', 'DBT_UNIQUE_KEY')\n | list %}\n\n {% do create_columns(target_relation, missing_columns) %}\n\n {% set source_columns = adapter.get_columns_in_relation(staging_table)\n | rejectattr('name', 'equalto', 'dbt_change_type')\n | rejectattr('name', 'equalto', 'DBT_CHANGE_TYPE')\n | rejectattr('name', 'equalto', 'dbt_unique_key')\n | rejectattr('name', 'equalto', 'DBT_UNIQUE_KEY')\n | list %}\n\n {% set quoted_source_columns = [] %}\n {% for column in source_columns %}\n {% do quoted_source_columns.append(adapter.quote(column.name)) %}\n {% endfor %}\n\n {% set final_sql = snapshot_merge_sql(\n target = target_relation,\n source = staging_table,\n insert_cols = quoted_source_columns\n )\n %}\n\n {% endif %}\n\n {% call statement('main') %}\n {{ final_sql }}\n {% endcall %}\n\n {% set should_revoke = should_revoke(target_relation_exists, full_refresh_mode=False) %}\n {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n {% do persist_docs(target_relation, model) %}\n\n {% if not target_relation_exists %}\n {% do create_indexes(target_relation) %}\n {% endif %}\n\n {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n {{ adapter.commit() }}\n\n {% if staging_table is defined %}\n {% do post_snapshot(staging_table) %}\n {% endif %}\n\n {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n {{ return({'relations': [target_relation]}) }}\n\n{% endmaterialization %}", "depends_on": {"macros": ["macro.dbt.get_or_create_relation", "macro.dbt.run_hooks", "macro.dbt.strategy_dispatch", "macro.dbt.build_snapshot_table", "macro.dbt.create_table_as", "macro.dbt.build_snapshot_staging_table", "macro.dbt.create_columns", "macro.dbt.snapshot_merge_sql", "macro.dbt.statement", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs", "macro.dbt.create_indexes", "macro.dbt.post_snapshot"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.1402612, "supported_languages": ["sql"]}, "macro.dbt.materialization_test_default": {"name": "materialization_test_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/tests/test.sql", "original_file_path": "macros/materializations/tests/test.sql", "unique_id": "macro.dbt.materialization_test_default", "macro_sql": "{%- materialization test, default -%}\n\n {% set relations = [] %}\n\n {% if should_store_failures() %}\n\n {% set identifier = model['alias'] %}\n {% set old_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) %}\n\n {% set store_failures_as = config.get('store_failures_as') %}\n -- if `--store-failures` is invoked via command line and `store_failures_as` is not set,\n -- config.get('store_failures_as', 'table') returns None, not 'table'\n {% if store_failures_as == none %}{% set store_failures_as = 'table' %}{% endif %}\n {% if store_failures_as not in ['table', 'view'] %}\n {{ exceptions.raise_compiler_error(\n \"'\" ~ store_failures_as ~ \"' is not a valid value for `store_failures_as`. \"\n \"Accepted values are: ['ephemeral', 'table', 'view']\"\n ) }}\n {% endif %}\n\n {% set target_relation = api.Relation.create(\n identifier=identifier, schema=schema, database=database, type=store_failures_as) -%} %}\n\n {% if old_relation %}\n {% do adapter.drop_relation(old_relation) %}\n {% endif %}\n\n {% call statement(auto_begin=True) %}\n {{ get_create_sql(target_relation, sql) }}\n {% endcall %}\n\n {% do relations.append(target_relation) %}\n\n {% set main_sql %}\n select *\n from {{ target_relation }}\n {% endset %}\n\n {{ adapter.commit() }}\n\n {% else %}\n\n {% set main_sql = sql %}\n\n {% endif %}\n\n {% set limit = config.get('limit') %}\n {% set fail_calc = config.get('fail_calc') %}\n {% set warn_if = config.get('warn_if') %}\n {% set error_if = config.get('error_if') %}\n\n {% call statement('main', fetch_result=True) -%}\n\n {{ get_test_sql(main_sql, fail_calc, warn_if, error_if, limit)}}\n\n {%- endcall %}\n\n {{ return({'relations': relations}) }}\n\n{%- endmaterialization -%}", "depends_on": {"macros": ["macro.dbt.should_store_failures", "macro.dbt.statement", "macro.dbt.get_create_sql", "macro.dbt.get_test_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.1430972, "supported_languages": ["sql"]}, "macro.dbt.get_test_sql": {"name": "get_test_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/tests/helpers.sql", "original_file_path": "macros/materializations/tests/helpers.sql", "unique_id": "macro.dbt.get_test_sql", "macro_sql": "{% macro get_test_sql(main_sql, fail_calc, warn_if, error_if, limit) -%}\n {{ adapter.dispatch('get_test_sql', 'dbt')(main_sql, fail_calc, warn_if, error_if, limit) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_test_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.143575, "supported_languages": null}, "macro.dbt.default__get_test_sql": {"name": "default__get_test_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/tests/helpers.sql", "original_file_path": "macros/materializations/tests/helpers.sql", "unique_id": "macro.dbt.default__get_test_sql", "macro_sql": "{% macro default__get_test_sql(main_sql, fail_calc, warn_if, error_if, limit) -%}\n select\n {{ fail_calc }} as failures,\n {{ fail_calc }} {{ warn_if }} as should_warn,\n {{ fail_calc }} {{ error_if }} as should_error\n from (\n {{ main_sql }}\n {{ \"limit \" ~ limit if limit != none }}\n ) dbt_internal_test\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.143898, "supported_languages": null}, "macro.dbt.get_where_subquery": {"name": "get_where_subquery", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/tests/where_subquery.sql", "original_file_path": "macros/materializations/tests/where_subquery.sql", "unique_id": "macro.dbt.get_where_subquery", "macro_sql": "{% macro get_where_subquery(relation) -%}\n {% do return(adapter.dispatch('get_where_subquery', 'dbt')(relation)) %}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_where_subquery"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.1442912, "supported_languages": null}, "macro.dbt.default__get_where_subquery": {"name": "default__get_where_subquery", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/tests/where_subquery.sql", "original_file_path": "macros/materializations/tests/where_subquery.sql", "unique_id": "macro.dbt.default__get_where_subquery", "macro_sql": "{% macro default__get_where_subquery(relation) -%}\n {% set where = config.get('where', '') %}\n {% if where %}\n {%- set filtered -%}\n (select * from {{ relation }} where {{ where }}) dbt_subquery\n {%- endset -%}\n {% do return(filtered) %}\n {%- else -%}\n {% do return(relation) %}\n {%- endif -%}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.144696, "supported_languages": null}, "macro.dbt.materialization_materialized_view_default": {"name": "materialization_materialized_view_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/materialized_view.sql", "original_file_path": "macros/materializations/models/materialized_view.sql", "unique_id": "macro.dbt.materialization_materialized_view_default", "macro_sql": "{% materialization materialized_view, default %}\n {% set existing_relation = load_cached_relation(this) %}\n {% set target_relation = this.incorporate(type=this.MaterializedView) %}\n {% set intermediate_relation = make_intermediate_relation(target_relation) %}\n {% set backup_relation_type = target_relation.MaterializedView if existing_relation is none else existing_relation.type %}\n {% set backup_relation = make_backup_relation(target_relation, backup_relation_type) %}\n\n {{ materialized_view_setup(backup_relation, intermediate_relation, pre_hooks) }}\n\n {% set build_sql = materialized_view_get_build_sql(existing_relation, target_relation, backup_relation, intermediate_relation) %}\n\n {% if build_sql == '' %}\n {{ materialized_view_execute_no_op(target_relation) }}\n {% else %}\n {{ materialized_view_execute_build_sql(build_sql, existing_relation, target_relation, post_hooks) }}\n {% endif %}\n\n {{ materialized_view_teardown(backup_relation, intermediate_relation, post_hooks) }}\n\n {{ return({'relations': [target_relation]}) }}\n\n{% endmaterialization %}", "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.make_intermediate_relation", "macro.dbt.make_backup_relation", "macro.dbt.materialized_view_setup", "macro.dbt.materialized_view_get_build_sql", "macro.dbt.materialized_view_execute_no_op", "macro.dbt.materialized_view_execute_build_sql", "macro.dbt.materialized_view_teardown"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.1499588, "supported_languages": ["sql"]}, "macro.dbt.materialized_view_setup": {"name": "materialized_view_setup", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/materialized_view.sql", "original_file_path": "macros/materializations/models/materialized_view.sql", "unique_id": "macro.dbt.materialized_view_setup", "macro_sql": "{% macro materialized_view_setup(backup_relation, intermediate_relation, pre_hooks) %}\n\n -- backup_relation and intermediate_relation should not already exist in the database\n -- it's possible these exist because of a previous run that exited unexpectedly\n {% set preexisting_backup_relation = load_cached_relation(backup_relation) %}\n {% set preexisting_intermediate_relation = load_cached_relation(intermediate_relation) %}\n\n -- drop the temp relations if they exist already in the database\n {{ drop_relation_if_exists(preexisting_backup_relation) }}\n {{ drop_relation_if_exists(preexisting_intermediate_relation) }}\n\n {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.drop_relation_if_exists", "macro.dbt.run_hooks"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.1503842, "supported_languages": null}, "macro.dbt.materialized_view_teardown": {"name": "materialized_view_teardown", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/materialized_view.sql", "original_file_path": "macros/materializations/models/materialized_view.sql", "unique_id": "macro.dbt.materialized_view_teardown", "macro_sql": "{% macro materialized_view_teardown(backup_relation, intermediate_relation, post_hooks) %}\n\n -- drop the temp relations if they exist to leave the database clean for the next run\n {{ drop_relation_if_exists(backup_relation) }}\n {{ drop_relation_if_exists(intermediate_relation) }}\n\n {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.drop_relation_if_exists", "macro.dbt.run_hooks"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.150651, "supported_languages": null}, "macro.dbt.materialized_view_get_build_sql": {"name": "materialized_view_get_build_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/materialized_view.sql", "original_file_path": "macros/materializations/models/materialized_view.sql", "unique_id": "macro.dbt.materialized_view_get_build_sql", "macro_sql": "{% macro materialized_view_get_build_sql(existing_relation, target_relation, backup_relation, intermediate_relation) %}\n\n {% set full_refresh_mode = should_full_refresh() %}\n\n -- determine the scenario we're in: create, full_refresh, alter, refresh data\n {% if existing_relation is none %}\n {% set build_sql = get_create_materialized_view_as_sql(target_relation, sql) %}\n {% elif full_refresh_mode or not existing_relation.is_materialized_view %}\n {% set build_sql = get_replace_sql(existing_relation, target_relation, sql) %}\n {% else %}\n\n -- get config options\n {% set on_configuration_change = config.get('on_configuration_change') %}\n {% set configuration_changes = get_materialized_view_configuration_changes(existing_relation, config) %}\n\n {% if configuration_changes is none %}\n {% set build_sql = refresh_materialized_view(target_relation) %}\n\n {% elif on_configuration_change == 'apply' %}\n {% set build_sql = get_alter_materialized_view_as_sql(target_relation, configuration_changes, sql, existing_relation, backup_relation, intermediate_relation) %}\n {% elif on_configuration_change == 'continue' %}\n {% set build_sql = '' %}\n {{ exceptions.warn(\"Configuration changes were identified and `on_configuration_change` was set to `continue` for `\" ~ target_relation ~ \"`\") }}\n {% elif on_configuration_change == 'fail' %}\n {{ exceptions.raise_fail_fast_error(\"Configuration changes were identified and `on_configuration_change` was set to `fail` for `\" ~ target_relation ~ \"`\") }}\n\n {% else %}\n -- this only happens if the user provides a value other than `apply`, 'skip', 'fail'\n {{ exceptions.raise_compiler_error(\"Unexpected configuration scenario\") }}\n\n {% endif %}\n\n {% endif %}\n\n {% do return(build_sql) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.should_full_refresh", "macro.dbt.get_create_materialized_view_as_sql", "macro.dbt.get_replace_sql", "macro.dbt.get_materialized_view_configuration_changes", "macro.dbt.refresh_materialized_view", "macro.dbt.get_alter_materialized_view_as_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.15202, "supported_languages": null}, "macro.dbt.materialized_view_execute_no_op": {"name": "materialized_view_execute_no_op", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/materialized_view.sql", "original_file_path": "macros/materializations/models/materialized_view.sql", "unique_id": "macro.dbt.materialized_view_execute_no_op", "macro_sql": "{% macro materialized_view_execute_no_op(target_relation) %}\n {% do store_raw_result(\n name=\"main\",\n message=\"skip \" ~ target_relation,\n code=\"skip\",\n rows_affected=\"-1\"\n ) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.152267, "supported_languages": null}, "macro.dbt.materialized_view_execute_build_sql": {"name": "materialized_view_execute_build_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/materialized_view.sql", "original_file_path": "macros/materializations/models/materialized_view.sql", "unique_id": "macro.dbt.materialized_view_execute_build_sql", "macro_sql": "{% macro materialized_view_execute_build_sql(build_sql, existing_relation, target_relation, post_hooks) %}\n\n -- `BEGIN` happens here:\n {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n {% set grant_config = config.get('grants') %}\n\n {% call statement(name=\"main\") %}\n {{ build_sql }}\n {% endcall %}\n\n {% set should_revoke = should_revoke(existing_relation, full_refresh_mode=True) %}\n {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n {% do persist_docs(target_relation, model) %}\n\n {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n {{ adapter.commit() }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_hooks", "macro.dbt.statement", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.1529548, "supported_languages": null}, "macro.dbt.materialization_view_default": {"name": "materialization_view_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/view.sql", "original_file_path": "macros/materializations/models/view.sql", "unique_id": "macro.dbt.materialization_view_default", "macro_sql": "{%- materialization view, default -%}\n\n {%- set existing_relation = load_cached_relation(this) -%}\n {%- set target_relation = this.incorporate(type='view') -%}\n {%- set intermediate_relation = make_intermediate_relation(target_relation) -%}\n\n -- the intermediate_relation should not already exist in the database; get_relation\n -- will return None in that case. Otherwise, we get a relation that we can drop\n -- later, before we try to use this name for the current operation\n {%- set preexisting_intermediate_relation = load_cached_relation(intermediate_relation) -%}\n /*\n This relation (probably) doesn't exist yet. If it does exist, it's a leftover from\n a previous run, and we're going to try to drop it immediately. At the end of this\n materialization, we're going to rename the \"existing_relation\" to this identifier,\n and then we're going to drop it. In order to make sure we run the correct one of:\n - drop view ...\n - drop table ...\n\n We need to set the type of this relation to be the type of the existing_relation, if it exists,\n or else \"view\" as a sane default if it does not. Note that if the existing_relation does not\n exist, then there is nothing to move out of the way and subsequentally drop. In that case,\n this relation will be effectively unused.\n */\n {%- set backup_relation_type = 'view' if existing_relation is none else existing_relation.type -%}\n {%- set backup_relation = make_backup_relation(target_relation, backup_relation_type) -%}\n -- as above, the backup_relation should not already exist\n {%- set preexisting_backup_relation = load_cached_relation(backup_relation) -%}\n -- grab current tables grants config for comparision later on\n {% set grant_config = config.get('grants') %}\n\n {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n -- drop the temp relations if they exist already in the database\n {{ drop_relation_if_exists(preexisting_intermediate_relation) }}\n {{ drop_relation_if_exists(preexisting_backup_relation) }}\n\n -- `BEGIN` happens here:\n {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n -- build model\n {% call statement('main') -%}\n {{ get_create_view_as_sql(intermediate_relation, sql) }}\n {%- endcall %}\n\n -- cleanup\n -- move the existing view out of the way\n {% if existing_relation is not none %}\n /* Do the equivalent of rename_if_exists. 'existing_relation' could have been dropped\n since the variable was first set. */\n {% set existing_relation = load_cached_relation(existing_relation) %}\n {% if existing_relation is not none %}\n {{ adapter.rename_relation(existing_relation, backup_relation) }}\n {% endif %}\n {% endif %}\n {{ adapter.rename_relation(intermediate_relation, target_relation) }}\n\n {% set should_revoke = should_revoke(existing_relation, full_refresh_mode=True) %}\n {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n {% do persist_docs(target_relation, model) %}\n\n {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n {{ adapter.commit() }}\n\n {{ drop_relation_if_exists(backup_relation) }}\n\n {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n {{ return({'relations': [target_relation]}) }}\n\n{%- endmaterialization -%}", "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.make_intermediate_relation", "macro.dbt.make_backup_relation", "macro.dbt.run_hooks", "macro.dbt.drop_relation_if_exists", "macro.dbt.statement", "macro.dbt.get_create_view_as_sql", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.15603, "supported_languages": ["sql"]}, "macro.dbt.materialization_table_default": {"name": "materialization_table_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/table.sql", "original_file_path": "macros/materializations/models/table.sql", "unique_id": "macro.dbt.materialization_table_default", "macro_sql": "{% materialization table, default %}\n\n {%- set existing_relation = load_cached_relation(this) -%}\n {%- set target_relation = this.incorporate(type='table') %}\n {%- set intermediate_relation = make_intermediate_relation(target_relation) -%}\n -- the intermediate_relation should not already exist in the database; get_relation\n -- will return None in that case. Otherwise, we get a relation that we can drop\n -- later, before we try to use this name for the current operation\n {%- set preexisting_intermediate_relation = load_cached_relation(intermediate_relation) -%}\n /*\n See ../view/view.sql for more information about this relation.\n */\n {%- set backup_relation_type = 'table' if existing_relation is none else existing_relation.type -%}\n {%- set backup_relation = make_backup_relation(target_relation, backup_relation_type) -%}\n -- as above, the backup_relation should not already exist\n {%- set preexisting_backup_relation = load_cached_relation(backup_relation) -%}\n -- grab current tables grants config for comparision later on\n {% set grant_config = config.get('grants') %}\n\n -- drop the temp relations if they exist already in the database\n {{ drop_relation_if_exists(preexisting_intermediate_relation) }}\n {{ drop_relation_if_exists(preexisting_backup_relation) }}\n\n {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n -- `BEGIN` happens here:\n {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n -- build model\n {% call statement('main') -%}\n {{ get_create_table_as_sql(False, intermediate_relation, sql) }}\n {%- endcall %}\n\n -- cleanup\n {% if existing_relation is not none %}\n /* Do the equivalent of rename_if_exists. 'existing_relation' could have been dropped\n since the variable was first set. */\n {% set existing_relation = load_cached_relation(existing_relation) %}\n {% if existing_relation is not none %}\n {{ adapter.rename_relation(existing_relation, backup_relation) }}\n {% endif %}\n {% endif %}\n\n {{ adapter.rename_relation(intermediate_relation, target_relation) }}\n\n {% do create_indexes(target_relation) %}\n\n {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n {% set should_revoke = should_revoke(existing_relation, full_refresh_mode=True) %}\n {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n {% do persist_docs(target_relation, model) %}\n\n -- `COMMIT` happens here\n {{ adapter.commit() }}\n\n -- finally, drop the existing/backup relation after the commit\n {{ drop_relation_if_exists(backup_relation) }}\n\n {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n {{ return({'relations': [target_relation]}) }}\n{% endmaterialization %}", "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.make_intermediate_relation", "macro.dbt.make_backup_relation", "macro.dbt.drop_relation_if_exists", "macro.dbt.run_hooks", "macro.dbt.statement", "macro.dbt.get_create_table_as_sql", "macro.dbt.create_indexes", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.159032, "supported_languages": ["sql"]}, "macro.dbt.get_quoted_csv": {"name": "get_quoted_csv", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/column_helpers.sql", "original_file_path": "macros/materializations/models/incremental/column_helpers.sql", "unique_id": "macro.dbt.get_quoted_csv", "macro_sql": "{% macro get_quoted_csv(column_names) %}\n\n {% set quoted = [] %}\n {% for col in column_names -%}\n {%- do quoted.append(adapter.quote(col)) -%}\n {%- endfor %}\n\n {%- set dest_cols_csv = quoted | join(', ') -%}\n {{ return(dest_cols_csv) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.160706, "supported_languages": null}, "macro.dbt.diff_columns": {"name": "diff_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/column_helpers.sql", "original_file_path": "macros/materializations/models/incremental/column_helpers.sql", "unique_id": "macro.dbt.diff_columns", "macro_sql": "{% macro diff_columns(source_columns, target_columns) %}\n\n {% set result = [] %}\n {% set source_names = source_columns | map(attribute = 'column') | list %}\n {% set target_names = target_columns | map(attribute = 'column') | list %}\n\n {# --check whether the name attribute exists in the target - this does not perform a data type check #}\n {% for sc in source_columns %}\n {% if sc.name not in target_names %}\n {{ result.append(sc) }}\n {% endif %}\n {% endfor %}\n\n {{ return(result) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.161281, "supported_languages": null}, "macro.dbt.diff_column_data_types": {"name": "diff_column_data_types", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/column_helpers.sql", "original_file_path": "macros/materializations/models/incremental/column_helpers.sql", "unique_id": "macro.dbt.diff_column_data_types", "macro_sql": "{% macro diff_column_data_types(source_columns, target_columns) %}\n\n {% set result = [] %}\n {% for sc in source_columns %}\n {% set tc = target_columns | selectattr(\"name\", \"equalto\", sc.name) | list | first %}\n {% if tc %}\n {% if sc.data_type != tc.data_type and not sc.can_expand_to(other_column=tc) %}\n {{ result.append( { 'column_name': tc.name, 'new_type': sc.data_type } ) }}\n {% endif %}\n {% endif %}\n {% endfor %}\n\n {{ return(result) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.161977, "supported_languages": null}, "macro.dbt.get_merge_update_columns": {"name": "get_merge_update_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/column_helpers.sql", "original_file_path": "macros/materializations/models/incremental/column_helpers.sql", "unique_id": "macro.dbt.get_merge_update_columns", "macro_sql": "{% macro get_merge_update_columns(merge_update_columns, merge_exclude_columns, dest_columns) %}\n {{ return(adapter.dispatch('get_merge_update_columns', 'dbt')(merge_update_columns, merge_exclude_columns, dest_columns)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_merge_update_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.1622279, "supported_languages": null}, "macro.dbt.default__get_merge_update_columns": {"name": "default__get_merge_update_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/column_helpers.sql", "original_file_path": "macros/materializations/models/incremental/column_helpers.sql", "unique_id": "macro.dbt.default__get_merge_update_columns", "macro_sql": "{% macro default__get_merge_update_columns(merge_update_columns, merge_exclude_columns, dest_columns) %}\n {%- set default_cols = dest_columns | map(attribute=\"quoted\") | list -%}\n\n {%- if merge_update_columns and merge_exclude_columns -%}\n {{ exceptions.raise_compiler_error(\n 'Model cannot specify merge_update_columns and merge_exclude_columns. Please update model to use only one config'\n )}}\n {%- elif merge_update_columns -%}\n {%- set update_columns = merge_update_columns -%}\n {%- elif merge_exclude_columns -%}\n {%- set update_columns = [] -%}\n {%- for column in dest_columns -%}\n {% if column.column | lower not in merge_exclude_columns | map(\"lower\") | list %}\n {%- do update_columns.append(column.quoted) -%}\n {% endif %}\n {%- endfor -%}\n {%- else -%}\n {%- set update_columns = default_cols -%}\n {%- endif -%}\n\n {{ return(update_columns) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.162983, "supported_languages": null}, "macro.dbt.get_merge_sql": {"name": "get_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "unique_id": "macro.dbt.get_merge_sql", "macro_sql": "{% macro get_merge_sql(target, source, unique_key, dest_columns, incremental_predicates=none) -%}\n -- back compat for old kwarg name\n {% set incremental_predicates = kwargs.get('predicates', incremental_predicates) %}\n {{ adapter.dispatch('get_merge_sql', 'dbt')(target, source, unique_key, dest_columns, incremental_predicates) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.169559, "supported_languages": null}, "macro.dbt.default__get_merge_sql": {"name": "default__get_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "unique_id": "macro.dbt.default__get_merge_sql", "macro_sql": "{% macro default__get_merge_sql(target, source, unique_key, dest_columns, incremental_predicates=none) -%}\n {%- set predicates = [] if incremental_predicates is none else [] + incremental_predicates -%}\n {%- set dest_cols_csv = get_quoted_csv(dest_columns | map(attribute=\"name\")) -%}\n {%- set merge_update_columns = config.get('merge_update_columns') -%}\n {%- set merge_exclude_columns = config.get('merge_exclude_columns') -%}\n {%- set update_columns = get_merge_update_columns(merge_update_columns, merge_exclude_columns, dest_columns) -%}\n {%- set sql_header = config.get('sql_header', none) -%}\n\n {% if unique_key %}\n {% if unique_key is sequence and unique_key is not mapping and unique_key is not string %}\n {% for key in unique_key %}\n {% set this_key_match %}\n DBT_INTERNAL_SOURCE.{{ key }} = DBT_INTERNAL_DEST.{{ key }}\n {% endset %}\n {% do predicates.append(this_key_match) %}\n {% endfor %}\n {% else %}\n {% set unique_key_match %}\n DBT_INTERNAL_SOURCE.{{ unique_key }} = DBT_INTERNAL_DEST.{{ unique_key }}\n {% endset %}\n {% do predicates.append(unique_key_match) %}\n {% endif %}\n {% else %}\n {% do predicates.append('FALSE') %}\n {% endif %}\n\n {{ sql_header if sql_header is not none }}\n\n merge into {{ target }} as DBT_INTERNAL_DEST\n using {{ source }} as DBT_INTERNAL_SOURCE\n on {{\"(\" ~ predicates | join(\") and (\") ~ \")\"}}\n\n {% if unique_key %}\n when matched then update set\n {% for column_name in update_columns -%}\n {{ column_name }} = DBT_INTERNAL_SOURCE.{{ column_name }}\n {%- if not loop.last %}, {%- endif %}\n {%- endfor %}\n {% endif %}\n\n when not matched then insert\n ({{ dest_cols_csv }})\n values\n ({{ dest_cols_csv }})\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_quoted_csv", "macro.dbt.get_merge_update_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.171231, "supported_languages": null}, "macro.dbt.get_delete_insert_merge_sql": {"name": "get_delete_insert_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "unique_id": "macro.dbt.get_delete_insert_merge_sql", "macro_sql": "{% macro get_delete_insert_merge_sql(target, source, unique_key, dest_columns, incremental_predicates) -%}\n {{ adapter.dispatch('get_delete_insert_merge_sql', 'dbt')(target, source, unique_key, dest_columns, incremental_predicates) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_delete_insert_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.171507, "supported_languages": null}, "macro.dbt.default__get_delete_insert_merge_sql": {"name": "default__get_delete_insert_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "unique_id": "macro.dbt.default__get_delete_insert_merge_sql", "macro_sql": "{% macro default__get_delete_insert_merge_sql(target, source, unique_key, dest_columns, incremental_predicates) -%}\n\n {%- set dest_cols_csv = get_quoted_csv(dest_columns | map(attribute=\"name\")) -%}\n\n {% if unique_key %}\n {% if unique_key is sequence and unique_key is not string %}\n delete from {{target }}\n using {{ source }}\n where (\n {% for key in unique_key %}\n {{ source }}.{{ key }} = {{ target }}.{{ key }}\n {{ \"and \" if not loop.last}}\n {% endfor %}\n {% if incremental_predicates %}\n {% for predicate in incremental_predicates %}\n and {{ predicate }}\n {% endfor %}\n {% endif %}\n );\n {% else %}\n delete from {{ target }}\n where (\n {{ unique_key }}) in (\n select ({{ unique_key }})\n from {{ source }}\n )\n {%- if incremental_predicates %}\n {% for predicate in incremental_predicates %}\n and {{ predicate }}\n {% endfor %}\n {%- endif -%};\n\n {% endif %}\n {% endif %}\n\n insert into {{ target }} ({{ dest_cols_csv }})\n (\n select {{ dest_cols_csv }}\n from {{ source }}\n )\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.get_quoted_csv"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.172562, "supported_languages": null}, "macro.dbt.get_insert_overwrite_merge_sql": {"name": "get_insert_overwrite_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "unique_id": "macro.dbt.get_insert_overwrite_merge_sql", "macro_sql": "{% macro get_insert_overwrite_merge_sql(target, source, dest_columns, predicates, include_sql_header=false) -%}\n {{ adapter.dispatch('get_insert_overwrite_merge_sql', 'dbt')(target, source, dest_columns, predicates, include_sql_header) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_insert_overwrite_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.1728451, "supported_languages": null}, "macro.dbt.default__get_insert_overwrite_merge_sql": {"name": "default__get_insert_overwrite_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "unique_id": "macro.dbt.default__get_insert_overwrite_merge_sql", "macro_sql": "{% macro default__get_insert_overwrite_merge_sql(target, source, dest_columns, predicates, include_sql_header) -%}\n {#-- The only time include_sql_header is True: --#}\n {#-- BigQuery + insert_overwrite strategy + \"static\" partitions config --#}\n {#-- We should consider including the sql header at the materialization level instead --#}\n\n {%- set predicates = [] if predicates is none else [] + predicates -%}\n {%- set dest_cols_csv = get_quoted_csv(dest_columns | map(attribute=\"name\")) -%}\n {%- set sql_header = config.get('sql_header', none) -%}\n\n {{ sql_header if sql_header is not none and include_sql_header }}\n\n merge into {{ target }} as DBT_INTERNAL_DEST\n using {{ source }} as DBT_INTERNAL_SOURCE\n on FALSE\n\n when not matched by source\n {% if predicates %} and {{ predicates | join(' and ') }} {% endif %}\n then delete\n\n when not matched then insert\n ({{ dest_cols_csv }})\n values\n ({{ dest_cols_csv }})\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_quoted_csv"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.173525, "supported_languages": null}, "macro.dbt.is_incremental": {"name": "is_incremental", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/is_incremental.sql", "original_file_path": "macros/materializations/models/incremental/is_incremental.sql", "unique_id": "macro.dbt.is_incremental", "macro_sql": "{% macro is_incremental() %}\n {#-- do not run introspective queries in parsing #}\n {% if not execute %}\n {{ return(False) }}\n {% else %}\n {% set relation = adapter.get_relation(this.database, this.schema, this.table) %}\n {{ return(relation is not none\n and relation.type == 'table'\n and model.config.materialized == 'incremental'\n and not should_full_refresh()) }}\n {% endif %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.should_full_refresh"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.1741922, "supported_languages": null}, "macro.dbt.get_incremental_append_sql": {"name": "get_incremental_append_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.get_incremental_append_sql", "macro_sql": "{% macro get_incremental_append_sql(arg_dict) %}\n\n {{ return(adapter.dispatch('get_incremental_append_sql', 'dbt')(arg_dict)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_incremental_append_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.175118, "supported_languages": null}, "macro.dbt.default__get_incremental_append_sql": {"name": "default__get_incremental_append_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.default__get_incremental_append_sql", "macro_sql": "{% macro default__get_incremental_append_sql(arg_dict) %}\n\n {% do return(get_insert_into_sql(arg_dict[\"target_relation\"], arg_dict[\"temp_relation\"], arg_dict[\"dest_columns\"])) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_insert_into_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.1753669, "supported_languages": null}, "macro.dbt.get_incremental_delete_insert_sql": {"name": "get_incremental_delete_insert_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.get_incremental_delete_insert_sql", "macro_sql": "{% macro get_incremental_delete_insert_sql(arg_dict) %}\n\n {{ return(adapter.dispatch('get_incremental_delete_insert_sql', 'dbt')(arg_dict)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_incremental_delete_insert_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.175565, "supported_languages": null}, "macro.dbt.default__get_incremental_delete_insert_sql": {"name": "default__get_incremental_delete_insert_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.default__get_incremental_delete_insert_sql", "macro_sql": "{% macro default__get_incremental_delete_insert_sql(arg_dict) %}\n\n {% do return(get_delete_insert_merge_sql(arg_dict[\"target_relation\"], arg_dict[\"temp_relation\"], arg_dict[\"unique_key\"], arg_dict[\"dest_columns\"], arg_dict[\"incremental_predicates\"])) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_delete_insert_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.175883, "supported_languages": null}, "macro.dbt.get_incremental_merge_sql": {"name": "get_incremental_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.get_incremental_merge_sql", "macro_sql": "{% macro get_incremental_merge_sql(arg_dict) %}\n\n {{ return(adapter.dispatch('get_incremental_merge_sql', 'dbt')(arg_dict)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_incremental_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.176163, "supported_languages": null}, "macro.dbt.default__get_incremental_merge_sql": {"name": "default__get_incremental_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.default__get_incremental_merge_sql", "macro_sql": "{% macro default__get_incremental_merge_sql(arg_dict) %}\n\n {% do return(get_merge_sql(arg_dict[\"target_relation\"], arg_dict[\"temp_relation\"], arg_dict[\"unique_key\"], arg_dict[\"dest_columns\"], arg_dict[\"incremental_predicates\"])) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.1764789, "supported_languages": null}, "macro.dbt.get_incremental_insert_overwrite_sql": {"name": "get_incremental_insert_overwrite_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.get_incremental_insert_overwrite_sql", "macro_sql": "{% macro get_incremental_insert_overwrite_sql(arg_dict) %}\n\n {{ return(adapter.dispatch('get_incremental_insert_overwrite_sql', 'dbt')(arg_dict)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_incremental_insert_overwrite_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.176675, "supported_languages": null}, "macro.dbt.default__get_incremental_insert_overwrite_sql": {"name": "default__get_incremental_insert_overwrite_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.default__get_incremental_insert_overwrite_sql", "macro_sql": "{% macro default__get_incremental_insert_overwrite_sql(arg_dict) %}\n\n {% do return(get_insert_overwrite_merge_sql(arg_dict[\"target_relation\"], arg_dict[\"temp_relation\"], arg_dict[\"dest_columns\"], arg_dict[\"incremental_predicates\"])) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_insert_overwrite_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.176956, "supported_languages": null}, "macro.dbt.get_incremental_default_sql": {"name": "get_incremental_default_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.get_incremental_default_sql", "macro_sql": "{% macro get_incremental_default_sql(arg_dict) %}\n\n {{ return(adapter.dispatch('get_incremental_default_sql', 'dbt')(arg_dict)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_incremental_default_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.177151, "supported_languages": null}, "macro.dbt.default__get_incremental_default_sql": {"name": "default__get_incremental_default_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.default__get_incremental_default_sql", "macro_sql": "{% macro default__get_incremental_default_sql(arg_dict) %}\n\n {% do return(get_incremental_append_sql(arg_dict)) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_incremental_append_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.177307, "supported_languages": null}, "macro.dbt.get_insert_into_sql": {"name": "get_insert_into_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.get_insert_into_sql", "macro_sql": "{% macro get_insert_into_sql(target_relation, temp_relation, dest_columns) %}\n\n {%- set dest_cols_csv = get_quoted_csv(dest_columns | map(attribute=\"name\")) -%}\n\n insert into {{ target_relation }} ({{ dest_cols_csv }})\n (\n select {{ dest_cols_csv }}\n from {{ temp_relation }}\n )\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_quoted_csv"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.177597, "supported_languages": null}, "macro.dbt.materialization_incremental_default": {"name": "materialization_incremental_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/incremental.sql", "original_file_path": "macros/materializations/models/incremental/incremental.sql", "unique_id": "macro.dbt.materialization_incremental_default", "macro_sql": "{% materialization incremental, default -%}\n\n -- relations\n {%- set existing_relation = load_cached_relation(this) -%}\n {%- set target_relation = this.incorporate(type='table') -%}\n {%- set temp_relation = make_temp_relation(target_relation)-%}\n {%- set intermediate_relation = make_intermediate_relation(target_relation)-%}\n {%- set backup_relation_type = 'table' if existing_relation is none else existing_relation.type -%}\n {%- set backup_relation = make_backup_relation(target_relation, backup_relation_type) -%}\n\n -- configs\n {%- set unique_key = config.get('unique_key') -%}\n {%- set full_refresh_mode = (should_full_refresh() or existing_relation.is_view) -%}\n {%- set on_schema_change = incremental_validate_on_schema_change(config.get('on_schema_change'), default='ignore') -%}\n\n -- the temp_ and backup_ relations should not already exist in the database; get_relation\n -- will return None in that case. Otherwise, we get a relation that we can drop\n -- later, before we try to use this name for the current operation. This has to happen before\n -- BEGIN, in a separate transaction\n {%- set preexisting_intermediate_relation = load_cached_relation(intermediate_relation)-%}\n {%- set preexisting_backup_relation = load_cached_relation(backup_relation) -%}\n -- grab current tables grants config for comparision later on\n {% set grant_config = config.get('grants') %}\n {{ drop_relation_if_exists(preexisting_intermediate_relation) }}\n {{ drop_relation_if_exists(preexisting_backup_relation) }}\n\n {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n -- `BEGIN` happens here:\n {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n {% set to_drop = [] %}\n\n {% if existing_relation is none %}\n {% set build_sql = get_create_table_as_sql(False, target_relation, sql) %}\n {% elif full_refresh_mode %}\n {% set build_sql = get_create_table_as_sql(False, intermediate_relation, sql) %}\n {% set need_swap = true %}\n {% else %}\n {% do run_query(get_create_table_as_sql(True, temp_relation, sql)) %}\n {% do adapter.expand_target_column_types(\n from_relation=temp_relation,\n to_relation=target_relation) %}\n {#-- Process schema changes. Returns dict of changes if successful. Use source columns for upserting/merging --#}\n {% set dest_columns = process_schema_changes(on_schema_change, temp_relation, existing_relation) %}\n {% if not dest_columns %}\n {% set dest_columns = adapter.get_columns_in_relation(existing_relation) %}\n {% endif %}\n\n {#-- Get the incremental_strategy, the macro to use for the strategy, and build the sql --#}\n {% set incremental_strategy = config.get('incremental_strategy') or 'default' %}\n {% set incremental_predicates = config.get('predicates', none) or config.get('incremental_predicates', none) %}\n {% set strategy_sql_macro_func = adapter.get_incremental_strategy_macro(context, incremental_strategy) %}\n {% set strategy_arg_dict = ({'target_relation': target_relation, 'temp_relation': temp_relation, 'unique_key': unique_key, 'dest_columns': dest_columns, 'incremental_predicates': incremental_predicates }) %}\n {% set build_sql = strategy_sql_macro_func(strategy_arg_dict) %}\n\n {% endif %}\n\n {% call statement(\"main\") %}\n {{ build_sql }}\n {% endcall %}\n\n {% if need_swap %}\n {% do adapter.rename_relation(target_relation, backup_relation) %}\n {% do adapter.rename_relation(intermediate_relation, target_relation) %}\n {% do to_drop.append(backup_relation) %}\n {% endif %}\n\n {% set should_revoke = should_revoke(existing_relation, full_refresh_mode) %}\n {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n {% do persist_docs(target_relation, model) %}\n\n {% if existing_relation is none or existing_relation.is_view or should_full_refresh() %}\n {% do create_indexes(target_relation) %}\n {% endif %}\n\n {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n -- `COMMIT` happens here\n {% do adapter.commit() %}\n\n {% for rel in to_drop %}\n {% do adapter.drop_relation(rel) %}\n {% endfor %}\n\n {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n {{ return({'relations': [target_relation]}) }}\n\n{%- endmaterialization %}", "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.make_temp_relation", "macro.dbt.make_intermediate_relation", "macro.dbt.make_backup_relation", "macro.dbt.should_full_refresh", "macro.dbt.incremental_validate_on_schema_change", "macro.dbt.drop_relation_if_exists", "macro.dbt.run_hooks", "macro.dbt.get_create_table_as_sql", "macro.dbt.run_query", "macro.dbt.process_schema_changes", "macro.dbt.statement", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs", "macro.dbt.create_indexes"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.182772, "supported_languages": ["sql"]}, "macro.dbt.incremental_validate_on_schema_change": {"name": "incremental_validate_on_schema_change", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/on_schema_change.sql", "original_file_path": "macros/materializations/models/incremental/on_schema_change.sql", "unique_id": "macro.dbt.incremental_validate_on_schema_change", "macro_sql": "{% macro incremental_validate_on_schema_change(on_schema_change, default='ignore') %}\n\n {% if on_schema_change not in ['sync_all_columns', 'append_new_columns', 'fail', 'ignore'] %}\n\n {% set log_message = 'Invalid value for on_schema_change (%s) specified. Setting default value of %s.' % (on_schema_change, default) %}\n {% do log(log_message) %}\n\n {{ return(default) }}\n\n {% else %}\n\n {{ return(on_schema_change) }}\n\n {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.188576, "supported_languages": null}, "macro.dbt.check_for_schema_changes": {"name": "check_for_schema_changes", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/on_schema_change.sql", "original_file_path": "macros/materializations/models/incremental/on_schema_change.sql", "unique_id": "macro.dbt.check_for_schema_changes", "macro_sql": "{% macro check_for_schema_changes(source_relation, target_relation) %}\n\n {% set schema_changed = False %}\n\n {%- set source_columns = adapter.get_columns_in_relation(source_relation) -%}\n {%- set target_columns = adapter.get_columns_in_relation(target_relation) -%}\n {%- set source_not_in_target = diff_columns(source_columns, target_columns) -%}\n {%- set target_not_in_source = diff_columns(target_columns, source_columns) -%}\n\n {% set new_target_types = diff_column_data_types(source_columns, target_columns) %}\n\n {% if source_not_in_target != [] %}\n {% set schema_changed = True %}\n {% elif target_not_in_source != [] or new_target_types != [] %}\n {% set schema_changed = True %}\n {% elif new_target_types != [] %}\n {% set schema_changed = True %}\n {% endif %}\n\n {% set changes_dict = {\n 'schema_changed': schema_changed,\n 'source_not_in_target': source_not_in_target,\n 'target_not_in_source': target_not_in_source,\n 'source_columns': source_columns,\n 'target_columns': target_columns,\n 'new_target_types': new_target_types\n } %}\n\n {% set msg %}\n In {{ target_relation }}:\n Schema changed: {{ schema_changed }}\n Source columns not in target: {{ source_not_in_target }}\n Target columns not in source: {{ target_not_in_source }}\n New column types: {{ new_target_types }}\n {% endset %}\n\n {% do log(msg) %}\n\n {{ return(changes_dict) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.diff_columns", "macro.dbt.diff_column_data_types"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.1898649, "supported_languages": null}, "macro.dbt.sync_column_schemas": {"name": "sync_column_schemas", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/on_schema_change.sql", "original_file_path": "macros/materializations/models/incremental/on_schema_change.sql", "unique_id": "macro.dbt.sync_column_schemas", "macro_sql": "{% macro sync_column_schemas(on_schema_change, target_relation, schema_changes_dict) %}\n\n {%- set add_to_target_arr = schema_changes_dict['source_not_in_target'] -%}\n\n {%- if on_schema_change == 'append_new_columns'-%}\n {%- if add_to_target_arr | length > 0 -%}\n {%- do alter_relation_add_remove_columns(target_relation, add_to_target_arr, none) -%}\n {%- endif -%}\n\n {% elif on_schema_change == 'sync_all_columns' %}\n {%- set remove_from_target_arr = schema_changes_dict['target_not_in_source'] -%}\n {%- set new_target_types = schema_changes_dict['new_target_types'] -%}\n\n {% if add_to_target_arr | length > 0 or remove_from_target_arr | length > 0 %}\n {%- do alter_relation_add_remove_columns(target_relation, add_to_target_arr, remove_from_target_arr) -%}\n {% endif %}\n\n {% if new_target_types != [] %}\n {% for ntt in new_target_types %}\n {% set column_name = ntt['column_name'] %}\n {% set new_type = ntt['new_type'] %}\n {% do alter_column_type(target_relation, column_name, new_type) %}\n {% endfor %}\n {% endif %}\n\n {% endif %}\n\n {% set schema_change_message %}\n In {{ target_relation }}:\n Schema change approach: {{ on_schema_change }}\n Columns added: {{ add_to_target_arr }}\n Columns removed: {{ remove_from_target_arr }}\n Data types changed: {{ new_target_types }}\n {% endset %}\n\n {% do log(schema_change_message) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.alter_relation_add_remove_columns", "macro.dbt.alter_column_type"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.1911302, "supported_languages": null}, "macro.dbt.process_schema_changes": {"name": "process_schema_changes", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/on_schema_change.sql", "original_file_path": "macros/materializations/models/incremental/on_schema_change.sql", "unique_id": "macro.dbt.process_schema_changes", "macro_sql": "{% macro process_schema_changes(on_schema_change, source_relation, target_relation) %}\n\n {% if on_schema_change == 'ignore' %}\n\n {{ return({}) }}\n\n {% else %}\n\n {% set schema_changes_dict = check_for_schema_changes(source_relation, target_relation) %}\n\n {% if schema_changes_dict['schema_changed'] %}\n\n {% if on_schema_change == 'fail' %}\n\n {% set fail_msg %}\n The source and target schemas on this incremental model are out of sync!\n They can be reconciled in several ways:\n - set the `on_schema_change` config to either append_new_columns or sync_all_columns, depending on your situation.\n - Re-run the incremental model with `full_refresh: True` to update the target schema.\n - update the schema manually and re-run the process.\n\n Additional troubleshooting context:\n Source columns not in target: {{ schema_changes_dict['source_not_in_target'] }}\n Target columns not in source: {{ schema_changes_dict['target_not_in_source'] }}\n New column types: {{ schema_changes_dict['new_target_types'] }}\n {% endset %}\n\n {% do exceptions.raise_compiler_error(fail_msg) %}\n\n {# -- unless we ignore, run the sync operation per the config #}\n {% else %}\n\n {% do sync_column_schemas(on_schema_change, target_relation, schema_changes_dict) %}\n\n {% endif %}\n\n {% endif %}\n\n {{ return(schema_changes_dict['source_columns']) }}\n\n {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.check_for_schema_changes", "macro.dbt.sync_column_schemas"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.192022, "supported_languages": null}, "macro.dbt.can_clone_table": {"name": "can_clone_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/clone/can_clone_table.sql", "original_file_path": "macros/materializations/models/clone/can_clone_table.sql", "unique_id": "macro.dbt.can_clone_table", "macro_sql": "{% macro can_clone_table() %}\n {{ return(adapter.dispatch('can_clone_table', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__can_clone_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.1922839, "supported_languages": null}, "macro.dbt.default__can_clone_table": {"name": "default__can_clone_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/clone/can_clone_table.sql", "original_file_path": "macros/materializations/models/clone/can_clone_table.sql", "unique_id": "macro.dbt.default__can_clone_table", "macro_sql": "{% macro default__can_clone_table() %}\n {{ return(False) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.1924071, "supported_languages": null}, "macro.dbt.create_or_replace_clone": {"name": "create_or_replace_clone", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/clone/create_or_replace_clone.sql", "original_file_path": "macros/materializations/models/clone/create_or_replace_clone.sql", "unique_id": "macro.dbt.create_or_replace_clone", "macro_sql": "{% macro create_or_replace_clone(this_relation, defer_relation) %}\n {{ return(adapter.dispatch('create_or_replace_clone', 'dbt')(this_relation, defer_relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__create_or_replace_clone"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.1927109, "supported_languages": null}, "macro.dbt.default__create_or_replace_clone": {"name": "default__create_or_replace_clone", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/clone/create_or_replace_clone.sql", "original_file_path": "macros/materializations/models/clone/create_or_replace_clone.sql", "unique_id": "macro.dbt.default__create_or_replace_clone", "macro_sql": "{% macro default__create_or_replace_clone(this_relation, defer_relation) %}\n create or replace table {{ this_relation }} clone {{ defer_relation }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.192849, "supported_languages": null}, "macro.dbt.materialization_clone_default": {"name": "materialization_clone_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/clone/clone.sql", "original_file_path": "macros/materializations/models/clone/clone.sql", "unique_id": "macro.dbt.materialization_clone_default", "macro_sql": "{%- materialization clone, default -%}\n\n {%- set relations = {'relations': []} -%}\n\n {%- if not defer_relation -%}\n -- nothing to do\n {{ log(\"No relation found in state manifest for \" ~ model.unique_id, info=True) }}\n {{ return(relations) }}\n {%- endif -%}\n\n {%- set existing_relation = load_cached_relation(this) -%}\n\n {%- if existing_relation and not flags.FULL_REFRESH -%}\n -- noop!\n {{ log(\"Relation \" ~ existing_relation ~ \" already exists\", info=True) }}\n {{ return(relations) }}\n {%- endif -%}\n\n {%- set other_existing_relation = load_cached_relation(defer_relation) -%}\n\n -- If this is a database that can do zero-copy cloning of tables, and the other relation is a table, then this will be a table\n -- Otherwise, this will be a view\n\n {% set can_clone_table = can_clone_table() %}\n\n {%- if other_existing_relation and other_existing_relation.type == 'table' and can_clone_table -%}\n\n {%- set target_relation = this.incorporate(type='table') -%}\n {% if existing_relation is not none and not existing_relation.is_table %}\n {{ log(\"Dropping relation \" ~ existing_relation ~ \" because it is of type \" ~ existing_relation.type) }}\n {{ drop_relation_if_exists(existing_relation) }}\n {% endif %}\n\n -- as a general rule, data platforms that can clone tables can also do atomic 'create or replace'\n {% call statement('main') %}\n {% if target_relation and defer_relation and target_relation == defer_relation %}\n {{ log(\"Target relation and defer relation are the same, skipping clone for relation: \" ~ target_relation) }}\n {% else %}\n {{ create_or_replace_clone(target_relation, defer_relation) }}\n {% endif %}\n\n {% endcall %}\n\n {% set should_revoke = should_revoke(existing_relation, full_refresh_mode=True) %}\n {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n {% do persist_docs(target_relation, model) %}\n\n {{ return({'relations': [target_relation]}) }}\n\n {%- else -%}\n\n {%- set target_relation = this.incorporate(type='view') -%}\n\n -- reuse the view materialization\n -- TODO: support actual dispatch for materialization macros\n -- Tracking ticket: https://github.com/dbt-labs/dbt-core/issues/7799\n {% set search_name = \"materialization_view_\" ~ adapter.type() %}\n {% if not search_name in context %}\n {% set search_name = \"materialization_view_default\" %}\n {% endif %}\n {% set materialization_macro = context[search_name] %}\n {% set relations = materialization_macro() %}\n {{ return(relations) }}\n\n {%- endif -%}\n\n{%- endmaterialization -%}", "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.can_clone_table", "macro.dbt.drop_relation_if_exists", "macro.dbt.statement", "macro.dbt.create_or_replace_clone", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.19681, "supported_languages": ["sql"]}, "macro.dbt.materialization_seed_default": {"name": "materialization_seed_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/seed.sql", "original_file_path": "macros/materializations/seeds/seed.sql", "unique_id": "macro.dbt.materialization_seed_default", "macro_sql": "{% materialization seed, default %}\n\n {%- set identifier = model['alias'] -%}\n {%- set full_refresh_mode = (should_full_refresh()) -%}\n\n {%- set old_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) -%}\n\n {%- set exists_as_table = (old_relation is not none and old_relation.is_table) -%}\n {%- set exists_as_view = (old_relation is not none and old_relation.is_view) -%}\n\n {%- set grant_config = config.get('grants') -%}\n {%- set agate_table = load_agate_table() -%}\n -- grab current tables grants config for comparison later on\n\n {%- do store_result('agate_table', response='OK', agate_table=agate_table) -%}\n\n {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n -- `BEGIN` happens here:\n {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n -- build model\n {% set create_table_sql = \"\" %}\n {% if exists_as_view %}\n {{ exceptions.raise_compiler_error(\"Cannot seed to '{}', it is a view\".format(old_relation)) }}\n {% elif exists_as_table %}\n {% set create_table_sql = reset_csv_table(model, full_refresh_mode, old_relation, agate_table) %}\n {% else %}\n {% set create_table_sql = create_csv_table(model, agate_table) %}\n {% endif %}\n\n {% set code = 'CREATE' if full_refresh_mode else 'INSERT' %}\n {% set rows_affected = (agate_table.rows | length) %}\n {% set sql = load_csv_rows(model, agate_table) %}\n\n {% call noop_statement('main', code ~ ' ' ~ rows_affected, code, rows_affected) %}\n {{ get_csv_sql(create_table_sql, sql) }};\n {% endcall %}\n\n {% set target_relation = this.incorporate(type='table') %}\n\n {% set should_revoke = should_revoke(old_relation, full_refresh_mode) %}\n {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n {% do persist_docs(target_relation, model) %}\n\n {% if full_refresh_mode or not exists_as_table %}\n {% do create_indexes(target_relation) %}\n {% endif %}\n\n {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n -- `COMMIT` happens here\n {{ adapter.commit() }}\n\n {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n {{ return({'relations': [target_relation]}) }}\n\n{% endmaterialization %}", "depends_on": {"macros": ["macro.dbt.should_full_refresh", "macro.dbt.run_hooks", "macro.dbt.reset_csv_table", "macro.dbt.create_csv_table", "macro.dbt.load_csv_rows", "macro.dbt.noop_statement", "macro.dbt.get_csv_sql", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs", "macro.dbt.create_indexes"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.200161, "supported_languages": ["sql"]}, "macro.dbt.create_csv_table": {"name": "create_csv_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.create_csv_table", "macro_sql": "{% macro create_csv_table(model, agate_table) -%}\n {{ adapter.dispatch('create_csv_table', 'dbt')(model, agate_table) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__create_csv_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.205375, "supported_languages": null}, "macro.dbt.default__create_csv_table": {"name": "default__create_csv_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.default__create_csv_table", "macro_sql": "{% macro default__create_csv_table(model, agate_table) %}\n {%- set column_override = model['config'].get('column_types', {}) -%}\n {%- set quote_seed_column = model['config'].get('quote_columns', None) -%}\n\n {% set sql %}\n create table {{ this.render() }} (\n {%- for col_name in agate_table.column_names -%}\n {%- set inferred_type = adapter.convert_type(agate_table, loop.index0) -%}\n {%- set type = column_override.get(col_name, inferred_type) -%}\n {%- set column_name = (col_name | string) -%}\n {{ adapter.quote_seed_column(column_name, quote_seed_column) }} {{ type }} {%- if not loop.last -%}, {%- endif -%}\n {%- endfor -%}\n )\n {% endset %}\n\n {% call statement('_') -%}\n {{ sql }}\n {%- endcall %}\n\n {{ return(sql) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.206311, "supported_languages": null}, "macro.dbt.reset_csv_table": {"name": "reset_csv_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.reset_csv_table", "macro_sql": "{% macro reset_csv_table(model, full_refresh, old_relation, agate_table) -%}\n {{ adapter.dispatch('reset_csv_table', 'dbt')(model, full_refresh, old_relation, agate_table) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__reset_csv_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.206553, "supported_languages": null}, "macro.dbt.default__reset_csv_table": {"name": "default__reset_csv_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.default__reset_csv_table", "macro_sql": "{% macro default__reset_csv_table(model, full_refresh, old_relation, agate_table) %}\n {% set sql = \"\" %}\n {% if full_refresh %}\n {{ adapter.drop_relation(old_relation) }}\n {% set sql = create_csv_table(model, agate_table) %}\n {% else %}\n {{ adapter.truncate_relation(old_relation) }}\n {% set sql = \"truncate table \" ~ old_relation %}\n {% endif %}\n\n {{ return(sql) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.create_csv_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.207053, "supported_languages": null}, "macro.dbt.get_csv_sql": {"name": "get_csv_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.get_csv_sql", "macro_sql": "{% macro get_csv_sql(create_or_truncate_sql, insert_sql) %}\n {{ adapter.dispatch('get_csv_sql', 'dbt')(create_or_truncate_sql, insert_sql) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_csv_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.2072551, "supported_languages": null}, "macro.dbt.default__get_csv_sql": {"name": "default__get_csv_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.default__get_csv_sql", "macro_sql": "{% macro default__get_csv_sql(create_or_truncate_sql, insert_sql) %}\n {{ create_or_truncate_sql }};\n -- dbt seed --\n {{ insert_sql }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.2073941, "supported_languages": null}, "macro.dbt.get_binding_char": {"name": "get_binding_char", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.get_binding_char", "macro_sql": "{% macro get_binding_char() -%}\n {{ adapter.dispatch('get_binding_char', 'dbt')() }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_binding_char"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.207541, "supported_languages": null}, "macro.dbt.default__get_binding_char": {"name": "default__get_binding_char", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.default__get_binding_char", "macro_sql": "{% macro default__get_binding_char() %}\n {{ return('%s') }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.2076669, "supported_languages": null}, "macro.dbt.get_batch_size": {"name": "get_batch_size", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.get_batch_size", "macro_sql": "{% macro get_batch_size() -%}\n {{ return(adapter.dispatch('get_batch_size', 'dbt')()) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_batch_size"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.2078311, "supported_languages": null}, "macro.dbt.default__get_batch_size": {"name": "default__get_batch_size", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.default__get_batch_size", "macro_sql": "{% macro default__get_batch_size() %}\n {{ return(10000) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.207954, "supported_languages": null}, "macro.dbt.get_seed_column_quoted_csv": {"name": "get_seed_column_quoted_csv", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.get_seed_column_quoted_csv", "macro_sql": "{% macro get_seed_column_quoted_csv(model, column_names) %}\n {%- set quote_seed_column = model['config'].get('quote_columns', None) -%}\n {% set quoted = [] %}\n {% for col in column_names -%}\n {%- do quoted.append(adapter.quote_seed_column(col, quote_seed_column)) -%}\n {%- endfor %}\n\n {%- set dest_cols_csv = quoted | join(', ') -%}\n {{ return(dest_cols_csv) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.208457, "supported_languages": null}, "macro.dbt.load_csv_rows": {"name": "load_csv_rows", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.load_csv_rows", "macro_sql": "{% macro load_csv_rows(model, agate_table) -%}\n {{ adapter.dispatch('load_csv_rows', 'dbt')(model, agate_table) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__load_csv_rows"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.208647, "supported_languages": null}, "macro.dbt.default__load_csv_rows": {"name": "default__load_csv_rows", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.default__load_csv_rows", "macro_sql": "{% macro default__load_csv_rows(model, agate_table) %}\n\n {% set batch_size = get_batch_size() %}\n\n {% set cols_sql = get_seed_column_quoted_csv(model, agate_table.column_names) %}\n {% set bindings = [] %}\n\n {% set statements = [] %}\n\n {% for chunk in agate_table.rows | batch(batch_size) %}\n {% set bindings = [] %}\n\n {% for row in chunk %}\n {% do bindings.extend(row) %}\n {% endfor %}\n\n {% set sql %}\n insert into {{ this.render() }} ({{ cols_sql }}) values\n {% for row in chunk -%}\n ({%- for column in agate_table.column_names -%}\n {{ get_binding_char() }}\n {%- if not loop.last%},{%- endif %}\n {%- endfor -%})\n {%- if not loop.last%},{%- endif %}\n {%- endfor %}\n {% endset %}\n\n {% do adapter.add_query(sql, bindings=bindings, abridge_sql_log=True) %}\n\n {% if loop.index0 == 0 %}\n {% do statements.append(sql) %}\n {% endif %}\n {% endfor %}\n\n {# Return SQL so we can render it out into the compiled files #}\n {{ return(statements[0]) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_batch_size", "macro.dbt.get_seed_column_quoted_csv", "macro.dbt.get_binding_char"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.209978, "supported_languages": null}, "macro.dbt.generate_alias_name": {"name": "generate_alias_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_alias.sql", "original_file_path": "macros/get_custom_name/get_custom_alias.sql", "unique_id": "macro.dbt.generate_alias_name", "macro_sql": "{% macro generate_alias_name(custom_alias_name=none, node=none) -%}\n {% do return(adapter.dispatch('generate_alias_name', 'dbt')(custom_alias_name, node)) %}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__generate_alias_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.210429, "supported_languages": null}, "macro.dbt.default__generate_alias_name": {"name": "default__generate_alias_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_alias.sql", "original_file_path": "macros/get_custom_name/get_custom_alias.sql", "unique_id": "macro.dbt.default__generate_alias_name", "macro_sql": "{% macro default__generate_alias_name(custom_alias_name=none, node=none) -%}\n\n {%- if custom_alias_name -%}\n\n {{ custom_alias_name | trim }}\n\n {%- elif node.version -%}\n\n {{ return(node.name ~ \"_v\" ~ (node.version | replace(\".\", \"_\"))) }}\n\n {%- else -%}\n\n {{ node.name }}\n\n {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.210828, "supported_languages": null}, "macro.dbt.generate_schema_name": {"name": "generate_schema_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_schema.sql", "original_file_path": "macros/get_custom_name/get_custom_schema.sql", "unique_id": "macro.dbt.generate_schema_name", "macro_sql": "{% macro generate_schema_name(custom_schema_name=none, node=none) -%}\n {{ return(adapter.dispatch('generate_schema_name', 'dbt')(custom_schema_name, node)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__generate_schema_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.2113721, "supported_languages": null}, "macro.dbt.default__generate_schema_name": {"name": "default__generate_schema_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_schema.sql", "original_file_path": "macros/get_custom_name/get_custom_schema.sql", "unique_id": "macro.dbt.default__generate_schema_name", "macro_sql": "{% macro default__generate_schema_name(custom_schema_name, node) -%}\n\n {%- set default_schema = target.schema -%}\n {%- if custom_schema_name is none -%}\n\n {{ default_schema }}\n\n {%- else -%}\n\n {{ default_schema }}_{{ custom_schema_name | trim }}\n\n {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.211645, "supported_languages": null}, "macro.dbt.generate_schema_name_for_env": {"name": "generate_schema_name_for_env", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_schema.sql", "original_file_path": "macros/get_custom_name/get_custom_schema.sql", "unique_id": "macro.dbt.generate_schema_name_for_env", "macro_sql": "{% macro generate_schema_name_for_env(custom_schema_name, node) -%}\n\n {%- set default_schema = target.schema -%}\n {%- if target.name == 'prod' and custom_schema_name is not none -%}\n\n {{ custom_schema_name | trim }}\n\n {%- else -%}\n\n {{ default_schema }}\n\n {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.211943, "supported_languages": null}, "macro.dbt.generate_database_name": {"name": "generate_database_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_database.sql", "original_file_path": "macros/get_custom_name/get_custom_database.sql", "unique_id": "macro.dbt.generate_database_name", "macro_sql": "{% macro generate_database_name(custom_database_name=none, node=none) -%}\n {% do return(adapter.dispatch('generate_database_name', 'dbt')(custom_database_name, node)) %}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__generate_database_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.2123551, "supported_languages": null}, "macro.dbt.default__generate_database_name": {"name": "default__generate_database_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_database.sql", "original_file_path": "macros/get_custom_name/get_custom_database.sql", "unique_id": "macro.dbt.default__generate_database_name", "macro_sql": "{% macro default__generate_database_name(custom_database_name=none, node=none) -%}\n {%- set default_database = target.database -%}\n {%- if custom_database_name is none -%}\n\n {{ default_database }}\n\n {%- else -%}\n\n {{ custom_database_name }}\n\n {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.2126179, "supported_languages": null}, "macro.dbt.get_drop_sql": {"name": "get_drop_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/drop.sql", "original_file_path": "macros/relations/drop.sql", "unique_id": "macro.dbt.get_drop_sql", "macro_sql": "{%- macro get_drop_sql(relation) -%}\n {{- log('Applying DROP to: ' ~ relation) -}}\n {{- adapter.dispatch('get_drop_sql', 'dbt')(relation) -}}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.default__get_drop_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.213352, "supported_languages": null}, "macro.dbt.default__get_drop_sql": {"name": "default__get_drop_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/drop.sql", "original_file_path": "macros/relations/drop.sql", "unique_id": "macro.dbt.default__get_drop_sql", "macro_sql": "{%- macro default__get_drop_sql(relation) -%}\n\n {%- if relation.is_view -%}\n {{ drop_view(relation) }}\n\n {%- elif relation.is_table -%}\n {{ drop_table(relation) }}\n\n {%- elif relation.is_materialized_view -%}\n {{ drop_materialized_view(relation) }}\n\n {%- else -%}\n drop {{ relation.type }} if exists {{ relation }} cascade\n\n {%- endif -%}\n\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.drop_view", "macro.dbt.drop_table", "macro.dbt.drop_materialized_view"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.213739, "supported_languages": null}, "macro.dbt.drop_relation": {"name": "drop_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/drop.sql", "original_file_path": "macros/relations/drop.sql", "unique_id": "macro.dbt.drop_relation", "macro_sql": "{% macro drop_relation(relation) -%}\n {{ return(adapter.dispatch('drop_relation', 'dbt')(relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__drop_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.2139342, "supported_languages": null}, "macro.dbt.default__drop_relation": {"name": "default__drop_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/drop.sql", "original_file_path": "macros/relations/drop.sql", "unique_id": "macro.dbt.default__drop_relation", "macro_sql": "{% macro default__drop_relation(relation) -%}\n {% call statement('drop_relation', auto_begin=False) -%}\n {{ get_drop_sql(relation) }}\n {%- endcall %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.get_drop_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.214147, "supported_languages": null}, "macro.dbt.drop_relation_if_exists": {"name": "drop_relation_if_exists", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/drop.sql", "original_file_path": "macros/relations/drop.sql", "unique_id": "macro.dbt.drop_relation_if_exists", "macro_sql": "{% macro drop_relation_if_exists(relation) %}\n {% if relation is not none %}\n {{ adapter.drop_relation(relation) }}\n {% endif %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.214352, "supported_languages": null}, "macro.dbt.get_replace_sql": {"name": "get_replace_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/replace.sql", "original_file_path": "macros/relations/replace.sql", "unique_id": "macro.dbt.get_replace_sql", "macro_sql": "{% macro get_replace_sql(existing_relation, target_relation, sql) %}\n {{- log('Applying REPLACE to: ' ~ existing_relation) -}}\n {{- adapter.dispatch('get_replace_sql', 'dbt')(existing_relation, target_relation, sql) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_replace_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.215163, "supported_languages": null}, "macro.dbt.default__get_replace_sql": {"name": "default__get_replace_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/replace.sql", "original_file_path": "macros/relations/replace.sql", "unique_id": "macro.dbt.default__get_replace_sql", "macro_sql": "{% macro default__get_replace_sql(existing_relation, target_relation, sql) %}\n\n {# /* use a create or replace statement if possible */ #}\n\n {% set is_replaceable = existing_relation.type == target_relation_type and existing_relation.can_be_replaced %}\n\n {% if is_replaceable and existing_relation.is_view %}\n {{ get_replace_view_sql(target_relation, sql) }}\n\n {% elif is_replaceable and existing_relation.is_table %}\n {{ get_replace_table_sql(target_relation, sql) }}\n\n {% elif is_replaceable and existing_relation.is_materialized_view %}\n {{ get_replace_materialized_view_sql(target_relation, sql) }}\n\n {# /* a create or replace statement is not possible, so try to stage and/or backup to be safe */ #}\n\n {# /* create target_relation as an intermediate relation, then swap it out with the existing one using a backup */ #}\n {%- elif target_relation.can_be_renamed and existing_relation.can_be_renamed -%}\n {{ get_create_intermediate_sql(target_relation, sql) }};\n {{ get_create_backup_sql(existing_relation) }};\n {{ get_rename_intermediate_sql(target_relation) }};\n {{ get_drop_backup_sql(existing_relation) }}\n\n {# /* create target_relation as an intermediate relation, then swap it out with the existing one without using a backup */ #}\n {%- elif target_relation.can_be_renamed -%}\n {{ get_create_intermediate_sql(target_relation, sql) }};\n {{ get_drop_sql(existing_relation) }};\n {{ get_rename_intermediate_sql(target_relation) }}\n\n {# /* create target_relation in place by first backing up the existing relation */ #}\n {%- elif existing_relation.can_be_renamed -%}\n {{ get_create_backup_sql(existing_relation) }};\n {{ get_create_sql(target_relation, sql) }};\n {{ get_drop_backup_sql(existing_relation) }}\n\n {# /* no renaming is allowed, so just drop and create */ #}\n {%- else -%}\n {{ get_drop_sql(existing_relation) }};\n {{ get_create_sql(target_relation, sql) }}\n\n {%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_replace_view_sql", "macro.dbt.get_replace_table_sql", "macro.dbt.get_replace_materialized_view_sql", "macro.dbt.get_create_intermediate_sql", "macro.dbt.get_create_backup_sql", "macro.dbt.get_rename_intermediate_sql", "macro.dbt.get_drop_backup_sql", "macro.dbt.get_drop_sql", "macro.dbt.get_create_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.216504, "supported_languages": null}, "macro.dbt.get_create_intermediate_sql": {"name": "get_create_intermediate_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/create_intermediate.sql", "original_file_path": "macros/relations/create_intermediate.sql", "unique_id": "macro.dbt.get_create_intermediate_sql", "macro_sql": "{%- macro get_create_intermediate_sql(relation, sql) -%}\n {{- log('Applying CREATE INTERMEDIATE to: ' ~ relation) -}}\n {{- adapter.dispatch('get_create_intermediate_sql', 'dbt')(relation, sql) -}}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.default__get_create_intermediate_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.2169092, "supported_languages": null}, "macro.dbt.default__get_create_intermediate_sql": {"name": "default__get_create_intermediate_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/create_intermediate.sql", "original_file_path": "macros/relations/create_intermediate.sql", "unique_id": "macro.dbt.default__get_create_intermediate_sql", "macro_sql": "{%- macro default__get_create_intermediate_sql(relation, sql) -%}\n\n -- get the standard intermediate name\n {% set intermediate_relation = make_intermediate_relation(relation) %}\n\n -- drop any pre-existing intermediate\n {{ get_drop_sql(intermediate_relation) }};\n\n {{ get_create_sql(intermediate_relation, sql) }}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt.make_intermediate_relation", "macro.dbt.get_drop_sql", "macro.dbt.get_create_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.2171772, "supported_languages": null}, "macro.dbt.get_drop_backup_sql": {"name": "get_drop_backup_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/drop_backup.sql", "original_file_path": "macros/relations/drop_backup.sql", "unique_id": "macro.dbt.get_drop_backup_sql", "macro_sql": "{%- macro get_drop_backup_sql(relation) -%}\n {{- log('Applying DROP BACKUP to: ' ~ relation) -}}\n {{- adapter.dispatch('get_drop_backup_sql', 'dbt')(relation) -}}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.default__get_drop_backup_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.21751, "supported_languages": null}, "macro.dbt.default__get_drop_backup_sql": {"name": "default__get_drop_backup_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/drop_backup.sql", "original_file_path": "macros/relations/drop_backup.sql", "unique_id": "macro.dbt.default__get_drop_backup_sql", "macro_sql": "{%- macro default__get_drop_backup_sql(relation) -%}\n\n -- get the standard backup name\n {% set backup_relation = make_backup_relation(relation, relation.type) %}\n\n {{ get_drop_sql(backup_relation) }}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt.make_backup_relation", "macro.dbt.get_drop_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.217729, "supported_languages": null}, "macro.dbt.get_rename_sql": {"name": "get_rename_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/rename.sql", "original_file_path": "macros/relations/rename.sql", "unique_id": "macro.dbt.get_rename_sql", "macro_sql": "{%- macro get_rename_sql(relation, new_name) -%}\n {{- log('Applying RENAME to: ' ~ relation) -}}\n {{- adapter.dispatch('get_rename_sql', 'dbt')(relation, new_name) -}}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.default__get_rename_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.218475, "supported_languages": null}, "macro.dbt.default__get_rename_sql": {"name": "default__get_rename_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/rename.sql", "original_file_path": "macros/relations/rename.sql", "unique_id": "macro.dbt.default__get_rename_sql", "macro_sql": "{%- macro default__get_rename_sql(relation, new_name) -%}\n\n {%- if relation.is_view -%}\n {{ get_rename_view_sql(relation, new_name) }}\n\n {%- elif relation.is_table -%}\n {{ get_rename_table_sql(relation, new_name) }}\n\n {%- elif relation.is_materialized_view -%}\n {{ get_rename_materialized_view_sql(relation, new_name) }}\n\n {%- else -%}\n {{- exceptions.raise_compiler_error(\"`get_rename_sql` has not been implemented for: \" ~ relation.type ) -}}\n\n {%- endif -%}\n\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.get_rename_view_sql", "macro.dbt.get_rename_table_sql", "macro.dbt.get_rename_materialized_view_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.2189429, "supported_languages": null}, "macro.dbt.rename_relation": {"name": "rename_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/rename.sql", "original_file_path": "macros/relations/rename.sql", "unique_id": "macro.dbt.rename_relation", "macro_sql": "{% macro rename_relation(from_relation, to_relation) -%}\n {{ return(adapter.dispatch('rename_relation', 'dbt')(from_relation, to_relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__rename_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.2191648, "supported_languages": null}, "macro.dbt.default__rename_relation": {"name": "default__rename_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/rename.sql", "original_file_path": "macros/relations/rename.sql", "unique_id": "macro.dbt.default__rename_relation", "macro_sql": "{% macro default__rename_relation(from_relation, to_relation) -%}\n {% set target_name = adapter.quote_as_configured(to_relation.identifier, 'identifier') %}\n {% call statement('rename_relation') -%}\n alter table {{ from_relation }} rename to {{ target_name }}\n {%- endcall %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.219465, "supported_languages": null}, "macro.dbt.get_create_backup_sql": {"name": "get_create_backup_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/create_backup.sql", "original_file_path": "macros/relations/create_backup.sql", "unique_id": "macro.dbt.get_create_backup_sql", "macro_sql": "{%- macro get_create_backup_sql(relation) -%}\n {{- log('Applying CREATE BACKUP to: ' ~ relation) -}}\n {{- adapter.dispatch('get_create_backup_sql', 'dbt')(relation) -}}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.default__get_create_backup_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.219847, "supported_languages": null}, "macro.dbt.default__get_create_backup_sql": {"name": "default__get_create_backup_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/create_backup.sql", "original_file_path": "macros/relations/create_backup.sql", "unique_id": "macro.dbt.default__get_create_backup_sql", "macro_sql": "{%- macro default__get_create_backup_sql(relation) -%}\n\n -- get the standard backup name\n {% set backup_relation = make_backup_relation(relation, relation.type) %}\n\n -- drop any pre-existing backup\n {{ get_drop_sql(backup_relation) }};\n\n {{ get_rename_sql(relation, backup_relation.identifier) }}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt.make_backup_relation", "macro.dbt.get_drop_sql", "macro.dbt.get_rename_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.220136, "supported_languages": null}, "macro.dbt.get_create_sql": {"name": "get_create_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/create.sql", "original_file_path": "macros/relations/create.sql", "unique_id": "macro.dbt.get_create_sql", "macro_sql": "{%- macro get_create_sql(relation, sql) -%}\n {{- log('Applying CREATE to: ' ~ relation) -}}\n {{- adapter.dispatch('get_create_sql', 'dbt')(relation, sql) -}}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.default__get_create_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.220625, "supported_languages": null}, "macro.dbt.default__get_create_sql": {"name": "default__get_create_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/create.sql", "original_file_path": "macros/relations/create.sql", "unique_id": "macro.dbt.default__get_create_sql", "macro_sql": "{%- macro default__get_create_sql(relation, sql) -%}\n\n {%- if relation.is_view -%}\n {{ get_create_view_as_sql(relation, sql) }}\n\n {%- elif relation.is_table -%}\n {{ get_create_table_as_sql(False, relation, sql) }}\n\n {%- elif relation.is_materialized_view -%}\n {{ get_create_materialized_view_as_sql(relation, sql) }}\n\n {%- else -%}\n {{- exceptions.raise_compiler_error(\"`get_create_sql` has not been implemented for: \" ~ relation.type ) -}}\n\n {%- endif -%}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt.get_create_view_as_sql", "macro.dbt.get_create_table_as_sql", "macro.dbt.get_create_materialized_view_as_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.22109, "supported_languages": null}, "macro.dbt.get_rename_intermediate_sql": {"name": "get_rename_intermediate_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/rename_intermediate.sql", "original_file_path": "macros/relations/rename_intermediate.sql", "unique_id": "macro.dbt.get_rename_intermediate_sql", "macro_sql": "{%- macro get_rename_intermediate_sql(relation) -%}\n {{- log('Applying RENAME INTERMEDIATE to: ' ~ relation) -}}\n {{- adapter.dispatch('get_rename_intermediate_sql', 'dbt')(relation) -}}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.default__get_rename_intermediate_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.221432, "supported_languages": null}, "macro.dbt.default__get_rename_intermediate_sql": {"name": "default__get_rename_intermediate_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/rename_intermediate.sql", "original_file_path": "macros/relations/rename_intermediate.sql", "unique_id": "macro.dbt.default__get_rename_intermediate_sql", "macro_sql": "{%- macro default__get_rename_intermediate_sql(relation) -%}\n\n -- get the standard intermediate name\n {% set intermediate_relation = make_intermediate_relation(relation) %}\n\n {{ get_rename_sql(intermediate_relation, relation.identifier) }}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt.make_intermediate_relation", "macro.dbt.get_rename_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.221649, "supported_languages": null}, "macro.dbt.drop_materialized_view": {"name": "drop_materialized_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/drop.sql", "original_file_path": "macros/relations/materialized_view/drop.sql", "unique_id": "macro.dbt.drop_materialized_view", "macro_sql": "{% macro drop_materialized_view(relation) -%}\n {{ return(adapter.dispatch('drop_materialized_view', 'dbt')(relation)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__drop_materialized_view"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.221929, "supported_languages": null}, "macro.dbt.default__drop_materialized_view": {"name": "default__drop_materialized_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/drop.sql", "original_file_path": "macros/relations/materialized_view/drop.sql", "unique_id": "macro.dbt.default__drop_materialized_view", "macro_sql": "{% macro default__drop_materialized_view(relation) -%}\n drop materialized view if exists {{ relation }} cascade\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.2220411, "supported_languages": null}, "macro.dbt.get_replace_materialized_view_sql": {"name": "get_replace_materialized_view_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/replace.sql", "original_file_path": "macros/relations/materialized_view/replace.sql", "unique_id": "macro.dbt.get_replace_materialized_view_sql", "macro_sql": "{% macro get_replace_materialized_view_sql(relation, sql) %}\n {{- adapter.dispatch('get_replace_materialized_view_sql', 'dbt')(relation, sql) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_replace_materialized_view_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.222332, "supported_languages": null}, "macro.dbt.default__get_replace_materialized_view_sql": {"name": "default__get_replace_materialized_view_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/replace.sql", "original_file_path": "macros/relations/materialized_view/replace.sql", "unique_id": "macro.dbt.default__get_replace_materialized_view_sql", "macro_sql": "{% macro default__get_replace_materialized_view_sql(relation, sql) %}\n {{ exceptions.raise_compiler_error(\n \"`get_replace_materialized_view_sql` has not been implemented for this adapter.\"\n ) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.2224882, "supported_languages": null}, "macro.dbt.refresh_materialized_view": {"name": "refresh_materialized_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/refresh.sql", "original_file_path": "macros/relations/materialized_view/refresh.sql", "unique_id": "macro.dbt.refresh_materialized_view", "macro_sql": "{% macro refresh_materialized_view(relation) %}\n {{- log('Applying REFRESH to: ' ~ relation) -}}\n {{- adapter.dispatch('refresh_materialized_view', 'dbt')(relation) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__refresh_materialized_view"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.222809, "supported_languages": null}, "macro.dbt.default__refresh_materialized_view": {"name": "default__refresh_materialized_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/refresh.sql", "original_file_path": "macros/relations/materialized_view/refresh.sql", "unique_id": "macro.dbt.default__refresh_materialized_view", "macro_sql": "{% macro default__refresh_materialized_view(relation) %}\n {{ exceptions.raise_compiler_error(\"`refresh_materialized_view` has not been implemented for this adapter.\") }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.22302, "supported_languages": null}, "macro.dbt.get_rename_materialized_view_sql": {"name": "get_rename_materialized_view_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/rename.sql", "original_file_path": "macros/relations/materialized_view/rename.sql", "unique_id": "macro.dbt.get_rename_materialized_view_sql", "macro_sql": "{% macro get_rename_materialized_view_sql(relation, new_name) %}\n {{- adapter.dispatch('get_rename_materialized_view_sql', 'dbt')(relation, new_name) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_rename_materialized_view_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.223308, "supported_languages": null}, "macro.dbt.default__get_rename_materialized_view_sql": {"name": "default__get_rename_materialized_view_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/rename.sql", "original_file_path": "macros/relations/materialized_view/rename.sql", "unique_id": "macro.dbt.default__get_rename_materialized_view_sql", "macro_sql": "{% macro default__get_rename_materialized_view_sql(relation, new_name) %}\n {{ exceptions.raise_compiler_error(\n \"`get_rename_materialized_view_sql` has not been implemented for this adapter.\"\n ) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.2234619, "supported_languages": null}, "macro.dbt.get_alter_materialized_view_as_sql": {"name": "get_alter_materialized_view_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/alter.sql", "original_file_path": "macros/relations/materialized_view/alter.sql", "unique_id": "macro.dbt.get_alter_materialized_view_as_sql", "macro_sql": "{% macro get_alter_materialized_view_as_sql(\n relation,\n configuration_changes,\n sql,\n existing_relation,\n backup_relation,\n intermediate_relation\n) %}\n {{- log('Applying ALTER to: ' ~ relation) -}}\n {{- adapter.dispatch('get_alter_materialized_view_as_sql', 'dbt')(\n relation,\n configuration_changes,\n sql,\n existing_relation,\n backup_relation,\n intermediate_relation\n ) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_alter_materialized_view_as_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.2241101, "supported_languages": null}, "macro.dbt.default__get_alter_materialized_view_as_sql": {"name": "default__get_alter_materialized_view_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/alter.sql", "original_file_path": "macros/relations/materialized_view/alter.sql", "unique_id": "macro.dbt.default__get_alter_materialized_view_as_sql", "macro_sql": "{% macro default__get_alter_materialized_view_as_sql(\n relation,\n configuration_changes,\n sql,\n existing_relation,\n backup_relation,\n intermediate_relation\n) %}\n {{ exceptions.raise_compiler_error(\"Materialized views have not been implemented for this adapter.\") }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.224305, "supported_languages": null}, "macro.dbt.get_materialized_view_configuration_changes": {"name": "get_materialized_view_configuration_changes", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/alter.sql", "original_file_path": "macros/relations/materialized_view/alter.sql", "unique_id": "macro.dbt.get_materialized_view_configuration_changes", "macro_sql": "{% macro get_materialized_view_configuration_changes(existing_relation, new_config) %}\n /* {#\n It's recommended that configuration changes be formatted as follows:\n {\"\": [{\"action\": \"\", \"context\": ...}]}\n\n For example:\n {\n \"indexes\": [\n {\"action\": \"drop\", \"context\": \"index_abc\"},\n {\"action\": \"create\", \"context\": {\"columns\": [\"column_1\", \"column_2\"], \"type\": \"hash\", \"unique\": True}},\n ],\n }\n\n Either way, `get_materialized_view_configuration_changes` needs to align with `get_alter_materialized_view_as_sql`.\n #} */\n {{- log('Determining configuration changes on: ' ~ existing_relation) -}}\n {%- do return(adapter.dispatch('get_materialized_view_configuration_changes', 'dbt')(existing_relation, new_config)) -%}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_materialized_view_configuration_changes"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.224604, "supported_languages": null}, "macro.dbt.default__get_materialized_view_configuration_changes": {"name": "default__get_materialized_view_configuration_changes", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/alter.sql", "original_file_path": "macros/relations/materialized_view/alter.sql", "unique_id": "macro.dbt.default__get_materialized_view_configuration_changes", "macro_sql": "{% macro default__get_materialized_view_configuration_changes(existing_relation, new_config) %}\n {{ exceptions.raise_compiler_error(\"Materialized views have not been implemented for this adapter.\") }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.224759, "supported_languages": null}, "macro.dbt.get_create_materialized_view_as_sql": {"name": "get_create_materialized_view_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/create.sql", "original_file_path": "macros/relations/materialized_view/create.sql", "unique_id": "macro.dbt.get_create_materialized_view_as_sql", "macro_sql": "{% macro get_create_materialized_view_as_sql(relation, sql) -%}\n {{- adapter.dispatch('get_create_materialized_view_as_sql', 'dbt')(relation, sql) -}}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_create_materialized_view_as_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.225046, "supported_languages": null}, "macro.dbt.default__get_create_materialized_view_as_sql": {"name": "default__get_create_materialized_view_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/create.sql", "original_file_path": "macros/relations/materialized_view/create.sql", "unique_id": "macro.dbt.default__get_create_materialized_view_as_sql", "macro_sql": "{% macro default__get_create_materialized_view_as_sql(relation, sql) -%}\n {{ exceptions.raise_compiler_error(\n \"`get_create_materialized_view_as_sql` has not been implemented for this adapter.\"\n ) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.2251992, "supported_languages": null}, "macro.dbt.get_table_columns_and_constraints": {"name": "get_table_columns_and_constraints", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/column/columns_spec_ddl.sql", "original_file_path": "macros/relations/column/columns_spec_ddl.sql", "unique_id": "macro.dbt.get_table_columns_and_constraints", "macro_sql": "{%- macro get_table_columns_and_constraints() -%}\n {{ adapter.dispatch('get_table_columns_and_constraints', 'dbt')() }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__get_table_columns_and_constraints"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.226242, "supported_languages": null}, "macro.dbt.default__get_table_columns_and_constraints": {"name": "default__get_table_columns_and_constraints", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/column/columns_spec_ddl.sql", "original_file_path": "macros/relations/column/columns_spec_ddl.sql", "unique_id": "macro.dbt.default__get_table_columns_and_constraints", "macro_sql": "{% macro default__get_table_columns_and_constraints() -%}\n {{ return(table_columns_and_constraints()) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.table_columns_and_constraints"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.2263691, "supported_languages": null}, "macro.dbt.table_columns_and_constraints": {"name": "table_columns_and_constraints", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/column/columns_spec_ddl.sql", "original_file_path": "macros/relations/column/columns_spec_ddl.sql", "unique_id": "macro.dbt.table_columns_and_constraints", "macro_sql": "{% macro table_columns_and_constraints() %}\n {# loop through user_provided_columns to create DDL with data types and constraints #}\n {%- set raw_column_constraints = adapter.render_raw_columns_constraints(raw_columns=model['columns']) -%}\n {%- set raw_model_constraints = adapter.render_raw_model_constraints(raw_constraints=model['constraints']) -%}\n (\n {% for c in raw_column_constraints -%}\n {{ c }}{{ \",\" if not loop.last or raw_model_constraints }}\n {% endfor %}\n {% for c in raw_model_constraints -%}\n {{ c }}{{ \",\" if not loop.last }}\n {% endfor -%}\n )\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.226924, "supported_languages": null}, "macro.dbt.get_assert_columns_equivalent": {"name": "get_assert_columns_equivalent", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/column/columns_spec_ddl.sql", "original_file_path": "macros/relations/column/columns_spec_ddl.sql", "unique_id": "macro.dbt.get_assert_columns_equivalent", "macro_sql": "\n\n{%- macro get_assert_columns_equivalent(sql) -%}\n {{ adapter.dispatch('get_assert_columns_equivalent', 'dbt')(sql) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__get_assert_columns_equivalent"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.2271051, "supported_languages": null}, "macro.dbt.default__get_assert_columns_equivalent": {"name": "default__get_assert_columns_equivalent", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/column/columns_spec_ddl.sql", "original_file_path": "macros/relations/column/columns_spec_ddl.sql", "unique_id": "macro.dbt.default__get_assert_columns_equivalent", "macro_sql": "{% macro default__get_assert_columns_equivalent(sql) -%}\n {{ return(assert_columns_equivalent(sql)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.assert_columns_equivalent"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.2272482, "supported_languages": null}, "macro.dbt.assert_columns_equivalent": {"name": "assert_columns_equivalent", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/column/columns_spec_ddl.sql", "original_file_path": "macros/relations/column/columns_spec_ddl.sql", "unique_id": "macro.dbt.assert_columns_equivalent", "macro_sql": "{% macro assert_columns_equivalent(sql) %}\n\n {#-- First ensure the user has defined 'columns' in yaml specification --#}\n {%- set user_defined_columns = model['columns'] -%}\n {%- if not user_defined_columns -%}\n {{ exceptions.raise_contract_error([], []) }}\n {%- endif -%}\n\n {#-- Obtain the column schema provided by sql file. #}\n {%- set sql_file_provided_columns = get_column_schema_from_query(sql, config.get('sql_header', none)) -%}\n {#--Obtain the column schema provided by the schema file by generating an 'empty schema' query from the model's columns. #}\n {%- set schema_file_provided_columns = get_column_schema_from_query(get_empty_schema_sql(user_defined_columns)) -%}\n\n {#-- create dictionaries with name and formatted data type and strings for exception #}\n {%- set sql_columns = format_columns(sql_file_provided_columns) -%}\n {%- set yaml_columns = format_columns(schema_file_provided_columns) -%}\n\n {%- if sql_columns|length != yaml_columns|length -%}\n {%- do exceptions.raise_contract_error(yaml_columns, sql_columns) -%}\n {%- endif -%}\n\n {%- for sql_col in sql_columns -%}\n {%- set yaml_col = [] -%}\n {%- for this_col in yaml_columns -%}\n {%- if this_col['name'] == sql_col['name'] -%}\n {%- do yaml_col.append(this_col) -%}\n {%- break -%}\n {%- endif -%}\n {%- endfor -%}\n {%- if not yaml_col -%}\n {#-- Column with name not found in yaml #}\n {%- do exceptions.raise_contract_error(yaml_columns, sql_columns) -%}\n {%- endif -%}\n {%- if sql_col['formatted'] != yaml_col[0]['formatted'] -%}\n {#-- Column data types don't match #}\n {%- do exceptions.raise_contract_error(yaml_columns, sql_columns) -%}\n {%- endif -%}\n {%- endfor -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_column_schema_from_query", "macro.dbt.get_empty_schema_sql", "macro.dbt.format_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.228653, "supported_languages": null}, "macro.dbt.format_columns": {"name": "format_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/column/columns_spec_ddl.sql", "original_file_path": "macros/relations/column/columns_spec_ddl.sql", "unique_id": "macro.dbt.format_columns", "macro_sql": "{% macro format_columns(columns) %}\n {% set formatted_columns = [] %}\n {% for column in columns %}\n {%- set formatted_column = adapter.dispatch('format_column', 'dbt')(column) -%}\n {%- do formatted_columns.append(formatted_column) -%}\n {% endfor %}\n {{ return(formatted_columns) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__format_column"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.229057, "supported_languages": null}, "macro.dbt.default__format_column": {"name": "default__format_column", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/column/columns_spec_ddl.sql", "original_file_path": "macros/relations/column/columns_spec_ddl.sql", "unique_id": "macro.dbt.default__format_column", "macro_sql": "{% macro default__format_column(column) -%}\n {% set data_type = column.dtype %}\n {% set formatted = column.column.lower() ~ \" \" ~ data_type %}\n {{ return({'name': column.name, 'data_type': data_type, 'formatted': formatted}) }}\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.229426, "supported_languages": null}, "macro.dbt.drop_table": {"name": "drop_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/drop.sql", "original_file_path": "macros/relations/table/drop.sql", "unique_id": "macro.dbt.drop_table", "macro_sql": "{% macro drop_table(relation) -%}\n {{ return(adapter.dispatch('drop_table', 'dbt')(relation)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__drop_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.229723, "supported_languages": null}, "macro.dbt.default__drop_table": {"name": "default__drop_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/drop.sql", "original_file_path": "macros/relations/table/drop.sql", "unique_id": "macro.dbt.default__drop_table", "macro_sql": "{% macro default__drop_table(relation) -%}\n drop table if exists {{ relation }} cascade\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.229837, "supported_languages": null}, "macro.dbt.get_replace_table_sql": {"name": "get_replace_table_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/replace.sql", "original_file_path": "macros/relations/table/replace.sql", "unique_id": "macro.dbt.get_replace_table_sql", "macro_sql": "{% macro get_replace_table_sql(relation, sql) %}\n {{- adapter.dispatch('get_replace_table_sql', 'dbt')(relation, sql) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_replace_table_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.230122, "supported_languages": null}, "macro.dbt.default__get_replace_table_sql": {"name": "default__get_replace_table_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/replace.sql", "original_file_path": "macros/relations/table/replace.sql", "unique_id": "macro.dbt.default__get_replace_table_sql", "macro_sql": "{% macro default__get_replace_table_sql(relation, sql) %}\n {{ exceptions.raise_compiler_error(\n \"`get_replace_table_sql` has not been implemented for this adapter.\"\n ) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.230273, "supported_languages": null}, "macro.dbt.get_rename_table_sql": {"name": "get_rename_table_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/rename.sql", "original_file_path": "macros/relations/table/rename.sql", "unique_id": "macro.dbt.get_rename_table_sql", "macro_sql": "{% macro get_rename_table_sql(relation, new_name) %}\n {{- adapter.dispatch('get_rename_table_sql', 'dbt')(relation, new_name) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_rename_table_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.230556, "supported_languages": null}, "macro.dbt.default__get_rename_table_sql": {"name": "default__get_rename_table_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/rename.sql", "original_file_path": "macros/relations/table/rename.sql", "unique_id": "macro.dbt.default__get_rename_table_sql", "macro_sql": "{% macro default__get_rename_table_sql(relation, new_name) %}\n {{ exceptions.raise_compiler_error(\n \"`get_rename_table_sql` has not been implemented for this adapter.\"\n ) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.230709, "supported_languages": null}, "macro.dbt.get_create_table_as_sql": {"name": "get_create_table_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/create.sql", "original_file_path": "macros/relations/table/create.sql", "unique_id": "macro.dbt.get_create_table_as_sql", "macro_sql": "{% macro get_create_table_as_sql(temporary, relation, sql) -%}\n {{ adapter.dispatch('get_create_table_as_sql', 'dbt')(temporary, relation, sql) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_create_table_as_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.231593, "supported_languages": null}, "macro.dbt.default__get_create_table_as_sql": {"name": "default__get_create_table_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/create.sql", "original_file_path": "macros/relations/table/create.sql", "unique_id": "macro.dbt.default__get_create_table_as_sql", "macro_sql": "{% macro default__get_create_table_as_sql(temporary, relation, sql) -%}\n {{ return(create_table_as(temporary, relation, sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.create_table_as"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.23179, "supported_languages": null}, "macro.dbt.create_table_as": {"name": "create_table_as", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/create.sql", "original_file_path": "macros/relations/table/create.sql", "unique_id": "macro.dbt.create_table_as", "macro_sql": "{% macro create_table_as(temporary, relation, compiled_code, language='sql') -%}\n {# backward compatibility for create_table_as that does not support language #}\n {% if language == \"sql\" %}\n {{ adapter.dispatch('create_table_as', 'dbt')(temporary, relation, compiled_code)}}\n {% else %}\n {{ adapter.dispatch('create_table_as', 'dbt')(temporary, relation, compiled_code, language) }}\n {% endif %}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__create_table_as"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.232244, "supported_languages": null}, "macro.dbt.default__create_table_as": {"name": "default__create_table_as", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/create.sql", "original_file_path": "macros/relations/table/create.sql", "unique_id": "macro.dbt.default__create_table_as", "macro_sql": "{% macro default__create_table_as(temporary, relation, sql) -%}\n {%- set sql_header = config.get('sql_header', none) -%}\n\n {{ sql_header if sql_header is not none }}\n\n create {% if temporary: -%}temporary{%- endif %} table\n {{ relation.include(database=(not temporary), schema=(not temporary)) }}\n {% set contract_config = config.get('contract') %}\n {% if contract_config.enforced and (not temporary) %}\n {{ get_assert_columns_equivalent(sql) }}\n {{ get_table_columns_and_constraints() }}\n {%- set sql = get_select_subquery(sql) %}\n {% endif %}\n as (\n {{ sql }}\n );\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.get_assert_columns_equivalent", "macro.dbt.get_table_columns_and_constraints", "macro.dbt.get_select_subquery"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.232973, "supported_languages": null}, "macro.dbt.default__get_column_names": {"name": "default__get_column_names", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/create.sql", "original_file_path": "macros/relations/table/create.sql", "unique_id": "macro.dbt.default__get_column_names", "macro_sql": "{% macro default__get_column_names() %}\n {#- loop through user_provided_columns to get column names -#}\n {%- set user_provided_columns = model['columns'] -%}\n {%- for i in user_provided_columns %}\n {%- set col = user_provided_columns[i] -%}\n {%- set col_name = adapter.quote(col['name']) if col.get('quote') else col['name'] -%}\n {{ col_name }}{{ \", \" if not loop.last }}\n {%- endfor -%}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.2334569, "supported_languages": null}, "macro.dbt.get_select_subquery": {"name": "get_select_subquery", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/create.sql", "original_file_path": "macros/relations/table/create.sql", "unique_id": "macro.dbt.get_select_subquery", "macro_sql": "{% macro get_select_subquery(sql) %}\n {{ return(adapter.dispatch('get_select_subquery', 'dbt')(sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_select_subquery"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.233658, "supported_languages": null}, "macro.dbt.default__get_select_subquery": {"name": "default__get_select_subquery", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/create.sql", "original_file_path": "macros/relations/table/create.sql", "unique_id": "macro.dbt.default__get_select_subquery", "macro_sql": "{% macro default__get_select_subquery(sql) %}\n select {{ adapter.dispatch('get_column_names', 'dbt')() }}\n from (\n {{ sql }}\n ) as model_subq\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_column_names"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.233845, "supported_languages": null}, "macro.dbt.drop_view": {"name": "drop_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/drop.sql", "original_file_path": "macros/relations/view/drop.sql", "unique_id": "macro.dbt.drop_view", "macro_sql": "{% macro drop_view(relation) -%}\n {{ return(adapter.dispatch('drop_view', 'dbt')(relation)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__drop_view"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.234122, "supported_languages": null}, "macro.dbt.default__drop_view": {"name": "default__drop_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/drop.sql", "original_file_path": "macros/relations/view/drop.sql", "unique_id": "macro.dbt.default__drop_view", "macro_sql": "{% macro default__drop_view(relation) -%}\n drop view if exists {{ relation }} cascade\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.234234, "supported_languages": null}, "macro.dbt.get_replace_view_sql": {"name": "get_replace_view_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/replace.sql", "original_file_path": "macros/relations/view/replace.sql", "unique_id": "macro.dbt.get_replace_view_sql", "macro_sql": "{% macro get_replace_view_sql(relation, sql) %}\n {{- adapter.dispatch('get_replace_view_sql', 'dbt')(relation, sql) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_replace_view_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.235119, "supported_languages": null}, "macro.dbt.default__get_replace_view_sql": {"name": "default__get_replace_view_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/replace.sql", "original_file_path": "macros/relations/view/replace.sql", "unique_id": "macro.dbt.default__get_replace_view_sql", "macro_sql": "{% macro default__get_replace_view_sql(relation, sql) %}\n {{ exceptions.raise_compiler_error(\n \"`get_replace_view_sql` has not been implemented for this adapter.\"\n ) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.235277, "supported_languages": null}, "macro.dbt.create_or_replace_view": {"name": "create_or_replace_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/replace.sql", "original_file_path": "macros/relations/view/replace.sql", "unique_id": "macro.dbt.create_or_replace_view", "macro_sql": "{% macro create_or_replace_view() %}\n {%- set identifier = model['alias'] -%}\n\n {%- set old_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) -%}\n {%- set exists_as_view = (old_relation is not none and old_relation.is_view) -%}\n\n {%- set target_relation = api.Relation.create(\n identifier=identifier, schema=schema, database=database,\n type='view') -%}\n {% set grant_config = config.get('grants') %}\n\n {{ run_hooks(pre_hooks) }}\n\n -- If there's a table with the same name and we weren't told to full refresh,\n -- that's an error. If we were told to full refresh, drop it. This behavior differs\n -- for Snowflake and BigQuery, so multiple dispatch is used.\n {%- if old_relation is not none and old_relation.is_table -%}\n {{ handle_existing_table(should_full_refresh(), old_relation) }}\n {%- endif -%}\n\n -- build model\n {% call statement('main') -%}\n {{ get_create_view_as_sql(target_relation, sql) }}\n {%- endcall %}\n\n {% set should_revoke = should_revoke(exists_as_view, full_refresh_mode=True) %}\n {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n {{ run_hooks(post_hooks) }}\n\n {{ return({'relations': [target_relation]}) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_hooks", "macro.dbt.handle_existing_table", "macro.dbt.should_full_refresh", "macro.dbt.statement", "macro.dbt.get_create_view_as_sql", "macro.dbt.should_revoke", "macro.dbt.apply_grants"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.236523, "supported_languages": null}, "macro.dbt.handle_existing_table": {"name": "handle_existing_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/replace.sql", "original_file_path": "macros/relations/view/replace.sql", "unique_id": "macro.dbt.handle_existing_table", "macro_sql": "{% macro handle_existing_table(full_refresh, old_relation) %}\n {{ adapter.dispatch('handle_existing_table', 'dbt')(full_refresh, old_relation) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__handle_existing_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.236733, "supported_languages": null}, "macro.dbt.default__handle_existing_table": {"name": "default__handle_existing_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/replace.sql", "original_file_path": "macros/relations/view/replace.sql", "unique_id": "macro.dbt.default__handle_existing_table", "macro_sql": "{% macro default__handle_existing_table(full_refresh, old_relation) %}\n {{ log(\"Dropping relation \" ~ old_relation ~ \" because it is of type \" ~ old_relation.type) }}\n {{ adapter.drop_relation(old_relation) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.236969, "supported_languages": null}, "macro.dbt.get_rename_view_sql": {"name": "get_rename_view_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/rename.sql", "original_file_path": "macros/relations/view/rename.sql", "unique_id": "macro.dbt.get_rename_view_sql", "macro_sql": "{% macro get_rename_view_sql(relation, new_name) %}\n {{- adapter.dispatch('get_rename_view_sql', 'dbt')(relation, new_name) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_rename_view_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.2372532, "supported_languages": null}, "macro.dbt.default__get_rename_view_sql": {"name": "default__get_rename_view_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/rename.sql", "original_file_path": "macros/relations/view/rename.sql", "unique_id": "macro.dbt.default__get_rename_view_sql", "macro_sql": "{% macro default__get_rename_view_sql(relation, new_name) %}\n {{ exceptions.raise_compiler_error(\n \"`get_rename_view_sql` has not been implemented for this adapter.\"\n ) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.2374039, "supported_languages": null}, "macro.dbt.get_create_view_as_sql": {"name": "get_create_view_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/create.sql", "original_file_path": "macros/relations/view/create.sql", "unique_id": "macro.dbt.get_create_view_as_sql", "macro_sql": "{% macro get_create_view_as_sql(relation, sql) -%}\n {{ adapter.dispatch('get_create_view_as_sql', 'dbt')(relation, sql) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_create_view_as_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.237833, "supported_languages": null}, "macro.dbt.default__get_create_view_as_sql": {"name": "default__get_create_view_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/create.sql", "original_file_path": "macros/relations/view/create.sql", "unique_id": "macro.dbt.default__get_create_view_as_sql", "macro_sql": "{% macro default__get_create_view_as_sql(relation, sql) -%}\n {{ return(create_view_as(relation, sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.create_view_as"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.2380009, "supported_languages": null}, "macro.dbt.create_view_as": {"name": "create_view_as", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/create.sql", "original_file_path": "macros/relations/view/create.sql", "unique_id": "macro.dbt.create_view_as", "macro_sql": "{% macro create_view_as(relation, sql) -%}\n {{ adapter.dispatch('create_view_as', 'dbt')(relation, sql) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__create_view_as"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.238196, "supported_languages": null}, "macro.dbt.default__create_view_as": {"name": "default__create_view_as", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/create.sql", "original_file_path": "macros/relations/view/create.sql", "unique_id": "macro.dbt.default__create_view_as", "macro_sql": "{% macro default__create_view_as(relation, sql) -%}\n {%- set sql_header = config.get('sql_header', none) -%}\n\n {{ sql_header if sql_header is not none }}\n create view {{ relation }}\n {% set contract_config = config.get('contract') %}\n {% if contract_config.enforced %}\n {{ get_assert_columns_equivalent(sql) }}\n {%- endif %}\n as (\n {{ sql }}\n );\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.get_assert_columns_equivalent"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.2386339, "supported_languages": null}, "macro.dbt.default__test_relationships": {"name": "default__test_relationships", "resource_type": "macro", "package_name": "dbt", "path": "macros/generic_test_sql/relationships.sql", "original_file_path": "macros/generic_test_sql/relationships.sql", "unique_id": "macro.dbt.default__test_relationships", "macro_sql": "{% macro default__test_relationships(model, column_name, to, field) %}\n\nwith child as (\n select {{ column_name }} as from_field\n from {{ model }}\n where {{ column_name }} is not null\n),\n\nparent as (\n select {{ field }} as to_field\n from {{ to }}\n)\n\nselect\n from_field\n\nfrom child\nleft join parent\n on child.from_field = parent.to_field\n\nwhere parent.to_field is null\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.239001, "supported_languages": null}, "macro.dbt.default__test_not_null": {"name": "default__test_not_null", "resource_type": "macro", "package_name": "dbt", "path": "macros/generic_test_sql/not_null.sql", "original_file_path": "macros/generic_test_sql/not_null.sql", "unique_id": "macro.dbt.default__test_not_null", "macro_sql": "{% macro default__test_not_null(model, column_name) %}\n\n{% set column_list = '*' if should_store_failures() else column_name %}\n\nselect {{ column_list }}\nfrom {{ model }}\nwhere {{ column_name }} is null\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.should_store_failures"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.239307, "supported_languages": null}, "macro.dbt.default__test_unique": {"name": "default__test_unique", "resource_type": "macro", "package_name": "dbt", "path": "macros/generic_test_sql/unique.sql", "original_file_path": "macros/generic_test_sql/unique.sql", "unique_id": "macro.dbt.default__test_unique", "macro_sql": "{% macro default__test_unique(model, column_name) %}\n\nselect\n {{ column_name }} as unique_field,\n count(*) as n_records\n\nfrom {{ model }}\nwhere {{ column_name }} is not null\ngroup by {{ column_name }}\nhaving count(*) > 1\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.239564, "supported_languages": null}, "macro.dbt.default__test_accepted_values": {"name": "default__test_accepted_values", "resource_type": "macro", "package_name": "dbt", "path": "macros/generic_test_sql/accepted_values.sql", "original_file_path": "macros/generic_test_sql/accepted_values.sql", "unique_id": "macro.dbt.default__test_accepted_values", "macro_sql": "{% macro default__test_accepted_values(model, column_name, values, quote=True) %}\n\nwith all_values as (\n\n select\n {{ column_name }} as value_field,\n count(*) as n_records\n\n from {{ model }}\n group by {{ column_name }}\n\n)\n\nselect *\nfrom all_values\nwhere value_field not in (\n {% for value in values -%}\n {% if quote -%}\n '{{ value }}'\n {%- else -%}\n {{ value }}\n {%- endif -%}\n {%- if not loop.last -%},{%- endif %}\n {%- endfor %}\n)\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.240153, "supported_languages": null}, "macro.dbt.statement": {"name": "statement", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/statement.sql", "original_file_path": "macros/etc/statement.sql", "unique_id": "macro.dbt.statement", "macro_sql": "\n{%- macro statement(name=None, fetch_result=False, auto_begin=True, language='sql') -%}\n {%- if execute: -%}\n {%- set compiled_code = caller() -%}\n\n {%- if name == 'main' -%}\n {{ log('Writing runtime {} for node \"{}\"'.format(language, model['unique_id'])) }}\n {{ write(compiled_code) }}\n {%- endif -%}\n {%- if language == 'sql'-%}\n {%- set res, table = adapter.execute(compiled_code, auto_begin=auto_begin, fetch=fetch_result) -%}\n {%- elif language == 'python' -%}\n {%- set res = submit_python_job(model, compiled_code) -%}\n {#-- TODO: What should table be for python models? --#}\n {%- set table = None -%}\n {%- else -%}\n {% do exceptions.raise_compiler_error(\"statement macro didn't get supported language\") %}\n {%- endif -%}\n\n {%- if name is not none -%}\n {{ store_result(name, response=res, agate_table=table) }}\n {%- endif -%}\n\n {%- endif -%}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.241674, "supported_languages": null}, "macro.dbt.noop_statement": {"name": "noop_statement", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/statement.sql", "original_file_path": "macros/etc/statement.sql", "unique_id": "macro.dbt.noop_statement", "macro_sql": "{% macro noop_statement(name=None, message=None, code=None, rows_affected=None, res=None) -%}\n {%- set sql = caller() -%}\n\n {%- if name == 'main' -%}\n {{ log('Writing runtime SQL for node \"{}\"'.format(model['unique_id'])) }}\n {{ write(sql) }}\n {%- endif -%}\n\n {%- if name is not none -%}\n {{ store_raw_result(name, message=message, code=code, rows_affected=rows_affected, agate_table=res) }}\n {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.2422888, "supported_languages": null}, "macro.dbt.run_query": {"name": "run_query", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/statement.sql", "original_file_path": "macros/etc/statement.sql", "unique_id": "macro.dbt.run_query", "macro_sql": "{% macro run_query(sql) %}\n {% call statement(\"run_query_statement\", fetch_result=true, auto_begin=false) %}\n {{ sql }}\n {% endcall %}\n\n {% do return(load_result(\"run_query_statement\").table) %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.242594, "supported_languages": null}, "macro.dbt.convert_datetime": {"name": "convert_datetime", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/datetime.sql", "original_file_path": "macros/etc/datetime.sql", "unique_id": "macro.dbt.convert_datetime", "macro_sql": "{% macro convert_datetime(date_str, date_fmt) %}\n\n {% set error_msg -%}\n The provided partition date '{{ date_str }}' does not match the expected format '{{ date_fmt }}'\n {%- endset %}\n\n {% set res = try_or_compiler_error(error_msg, modules.datetime.datetime.strptime, date_str.strip(), date_fmt) %}\n {{ return(res) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.2444959, "supported_languages": null}, "macro.dbt.dates_in_range": {"name": "dates_in_range", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/datetime.sql", "original_file_path": "macros/etc/datetime.sql", "unique_id": "macro.dbt.dates_in_range", "macro_sql": "{% macro dates_in_range(start_date_str, end_date_str=none, in_fmt=\"%Y%m%d\", out_fmt=\"%Y%m%d\") %}\n {% set end_date_str = start_date_str if end_date_str is none else end_date_str %}\n\n {% set start_date = convert_datetime(start_date_str, in_fmt) %}\n {% set end_date = convert_datetime(end_date_str, in_fmt) %}\n\n {% set day_count = (end_date - start_date).days %}\n {% if day_count < 0 %}\n {% set msg -%}\n Partition start date is after the end date ({{ start_date }}, {{ end_date }})\n {%- endset %}\n\n {{ exceptions.raise_compiler_error(msg, model) }}\n {% endif %}\n\n {% set date_list = [] %}\n {% for i in range(0, day_count + 1) %}\n {% set the_date = (modules.datetime.timedelta(days=i) + start_date) %}\n {% if not out_fmt %}\n {% set _ = date_list.append(the_date) %}\n {% else %}\n {% set _ = date_list.append(the_date.strftime(out_fmt)) %}\n {% endif %}\n {% endfor %}\n\n {{ return(date_list) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.convert_datetime"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.24581, "supported_languages": null}, "macro.dbt.partition_range": {"name": "partition_range", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/datetime.sql", "original_file_path": "macros/etc/datetime.sql", "unique_id": "macro.dbt.partition_range", "macro_sql": "{% macro partition_range(raw_partition_date, date_fmt='%Y%m%d') %}\n {% set partition_range = (raw_partition_date | string).split(\",\") %}\n\n {% if (partition_range | length) == 1 %}\n {% set start_date = partition_range[0] %}\n {% set end_date = none %}\n {% elif (partition_range | length) == 2 %}\n {% set start_date = partition_range[0] %}\n {% set end_date = partition_range[1] %}\n {% else %}\n {{ exceptions.raise_compiler_error(\"Invalid partition time. Expected format: {Start Date}[,{End Date}]. Got: \" ~ raw_partition_date) }}\n {% endif %}\n\n {{ return(dates_in_range(start_date, end_date, in_fmt=date_fmt)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.dates_in_range"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.246602, "supported_languages": null}, "macro.dbt.py_current_timestring": {"name": "py_current_timestring", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/datetime.sql", "original_file_path": "macros/etc/datetime.sql", "unique_id": "macro.dbt.py_current_timestring", "macro_sql": "{% macro py_current_timestring() %}\n {% set dt = modules.datetime.datetime.now() %}\n {% do return(dt.strftime(\"%Y%m%d%H%M%S%f\")) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.246847, "supported_languages": null}, "macro.dbt.except": {"name": "except", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/except.sql", "original_file_path": "macros/utils/except.sql", "unique_id": "macro.dbt.except", "macro_sql": "{% macro except() %}\n {{ return(adapter.dispatch('except', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__except"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.2470841, "supported_languages": null}, "macro.dbt.default__except": {"name": "default__except", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/except.sql", "original_file_path": "macros/utils/except.sql", "unique_id": "macro.dbt.default__except", "macro_sql": "{% macro default__except() %}\n\n except\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.2471628, "supported_languages": null}, "macro.dbt.get_intervals_between": {"name": "get_intervals_between", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/date_spine.sql", "original_file_path": "macros/utils/date_spine.sql", "unique_id": "macro.dbt.get_intervals_between", "macro_sql": "{% macro get_intervals_between(start_date, end_date, datepart) -%}\n {{ return(adapter.dispatch('get_intervals_between', 'dbt')(start_date, end_date, datepart)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_intervals_between"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.247939, "supported_languages": null}, "macro.dbt.default__get_intervals_between": {"name": "default__get_intervals_between", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/date_spine.sql", "original_file_path": "macros/utils/date_spine.sql", "unique_id": "macro.dbt.default__get_intervals_between", "macro_sql": "{% macro default__get_intervals_between(start_date, end_date, datepart) -%}\n {%- call statement('get_intervals_between', fetch_result=True) %}\n\n select {{ dbt.datediff(start_date, end_date, datepart) }}\n\n {%- endcall -%}\n\n {%- set value_list = load_result('get_intervals_between') -%}\n\n {%- if value_list and value_list['data'] -%}\n {%- set values = value_list['data'] | map(attribute=0) | list %}\n {{ return(values[0]) }}\n {%- else -%}\n {{ return(1) }}\n {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.datediff"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.2485602, "supported_languages": null}, "macro.dbt.date_spine": {"name": "date_spine", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/date_spine.sql", "original_file_path": "macros/utils/date_spine.sql", "unique_id": "macro.dbt.date_spine", "macro_sql": "{% macro date_spine(datepart, start_date, end_date) %}\n {{ return(adapter.dispatch('date_spine', 'dbt')(datepart, start_date, end_date)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__date_spine"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.248804, "supported_languages": null}, "macro.dbt.default__date_spine": {"name": "default__date_spine", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/date_spine.sql", "original_file_path": "macros/utils/date_spine.sql", "unique_id": "macro.dbt.default__date_spine", "macro_sql": "{% macro default__date_spine(datepart, start_date, end_date) %}\n\n\n {# call as follows:\n\n date_spine(\n \"day\",\n \"to_date('01/01/2016', 'mm/dd/yyyy')\",\n \"dbt.dateadd(week, 1, current_date)\"\n ) #}\n\n\n with rawdata as (\n\n {{dbt.generate_series(\n dbt.get_intervals_between(start_date, end_date, datepart)\n )}}\n\n ),\n\n all_periods as (\n\n select (\n {{\n dbt.dateadd(\n datepart,\n \"row_number() over (order by 1) - 1\",\n start_date\n )\n }}\n ) as date_{{datepart}}\n from rawdata\n\n ),\n\n filtered as (\n\n select *\n from all_periods\n where date_{{datepart}} <= {{ end_date }}\n\n )\n\n select * from filtered\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.generate_series", "macro.dbt.get_intervals_between", "macro.dbt.dateadd"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.2492192, "supported_languages": null}, "macro.dbt.replace": {"name": "replace", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/replace.sql", "original_file_path": "macros/utils/replace.sql", "unique_id": "macro.dbt.replace", "macro_sql": "{% macro replace(field, old_chars, new_chars) -%}\n {{ return(adapter.dispatch('replace', 'dbt') (field, old_chars, new_chars)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__replace"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.249564, "supported_languages": null}, "macro.dbt.default__replace": {"name": "default__replace", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/replace.sql", "original_file_path": "macros/utils/replace.sql", "unique_id": "macro.dbt.default__replace", "macro_sql": "{% macro default__replace(field, old_chars, new_chars) %}\n\n replace(\n {{ field }},\n {{ old_chars }},\n {{ new_chars }}\n )\n\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.249739, "supported_languages": null}, "macro.dbt.concat": {"name": "concat", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/concat.sql", "original_file_path": "macros/utils/concat.sql", "unique_id": "macro.dbt.concat", "macro_sql": "{% macro concat(fields) -%}\n {{ return(adapter.dispatch('concat', 'dbt')(fields)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__concat"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.249995, "supported_languages": null}, "macro.dbt.default__concat": {"name": "default__concat", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/concat.sql", "original_file_path": "macros/utils/concat.sql", "unique_id": "macro.dbt.default__concat", "macro_sql": "{% macro default__concat(fields) -%}\n {{ fields|join(' || ') }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.250124, "supported_languages": null}, "macro.dbt.get_powers_of_two": {"name": "get_powers_of_two", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/generate_series.sql", "original_file_path": "macros/utils/generate_series.sql", "unique_id": "macro.dbt.get_powers_of_two", "macro_sql": "{% macro get_powers_of_two(upper_bound) %}\n {{ return(adapter.dispatch('get_powers_of_two', 'dbt')(upper_bound)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_powers_of_two"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.2509801, "supported_languages": null}, "macro.dbt.default__get_powers_of_two": {"name": "default__get_powers_of_two", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/generate_series.sql", "original_file_path": "macros/utils/generate_series.sql", "unique_id": "macro.dbt.default__get_powers_of_two", "macro_sql": "{% macro default__get_powers_of_two(upper_bound) %}\n\n {% if upper_bound <= 0 %}\n {{ exceptions.raise_compiler_error(\"upper bound must be positive\") }}\n {% endif %}\n\n {% for _ in range(1, 100) %}\n {% if upper_bound <= 2 ** loop.index %}{{ return(loop.index) }}{% endif %}\n {% endfor %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.251418, "supported_languages": null}, "macro.dbt.generate_series": {"name": "generate_series", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/generate_series.sql", "original_file_path": "macros/utils/generate_series.sql", "unique_id": "macro.dbt.generate_series", "macro_sql": "{% macro generate_series(upper_bound) %}\n {{ return(adapter.dispatch('generate_series', 'dbt')(upper_bound)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__generate_series"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.2516139, "supported_languages": null}, "macro.dbt.default__generate_series": {"name": "default__generate_series", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/generate_series.sql", "original_file_path": "macros/utils/generate_series.sql", "unique_id": "macro.dbt.default__generate_series", "macro_sql": "{% macro default__generate_series(upper_bound) %}\n\n {% set n = dbt.get_powers_of_two(upper_bound) %}\n\n with p as (\n select 0 as generated_number union all select 1\n ), unioned as (\n\n select\n\n {% for i in range(n) %}\n p{{i}}.generated_number * power(2, {{i}})\n {% if not loop.last %} + {% endif %}\n {% endfor %}\n + 1\n as generated_number\n\n from\n\n {% for i in range(n) %}\n p as p{{i}}\n {% if not loop.last %} cross join {% endif %}\n {% endfor %}\n\n )\n\n select *\n from unioned\n where generated_number <= {{upper_bound}}\n order by generated_number\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_powers_of_two"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.252149, "supported_languages": null}, "macro.dbt.length": {"name": "length", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/length.sql", "original_file_path": "macros/utils/length.sql", "unique_id": "macro.dbt.length", "macro_sql": "{% macro length(expression) -%}\n {{ return(adapter.dispatch('length', 'dbt') (expression)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__length"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.252415, "supported_languages": null}, "macro.dbt.default__length": {"name": "default__length", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/length.sql", "original_file_path": "macros/utils/length.sql", "unique_id": "macro.dbt.default__length", "macro_sql": "{% macro default__length(expression) %}\n\n length(\n {{ expression }}\n )\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.252522, "supported_languages": null}, "macro.dbt.dateadd": {"name": "dateadd", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/dateadd.sql", "original_file_path": "macros/utils/dateadd.sql", "unique_id": "macro.dbt.dateadd", "macro_sql": "{% macro dateadd(datepart, interval, from_date_or_timestamp) %}\n {{ return(adapter.dispatch('dateadd', 'dbt')(datepart, interval, from_date_or_timestamp)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__dateadd"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.252877, "supported_languages": null}, "macro.dbt.default__dateadd": {"name": "default__dateadd", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/dateadd.sql", "original_file_path": "macros/utils/dateadd.sql", "unique_id": "macro.dbt.default__dateadd", "macro_sql": "{% macro default__dateadd(datepart, interval, from_date_or_timestamp) %}\n\n dateadd(\n {{ datepart }},\n {{ interval }},\n {{ from_date_or_timestamp }}\n )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.25305, "supported_languages": null}, "macro.dbt.intersect": {"name": "intersect", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/intersect.sql", "original_file_path": "macros/utils/intersect.sql", "unique_id": "macro.dbt.intersect", "macro_sql": "{% macro intersect() %}\n {{ return(adapter.dispatch('intersect', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__intersect"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.253281, "supported_languages": null}, "macro.dbt.default__intersect": {"name": "default__intersect", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/intersect.sql", "original_file_path": "macros/utils/intersect.sql", "unique_id": "macro.dbt.default__intersect", "macro_sql": "{% macro default__intersect() %}\n\n intersect\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.253431, "supported_languages": null}, "macro.dbt.escape_single_quotes": {"name": "escape_single_quotes", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/escape_single_quotes.sql", "original_file_path": "macros/utils/escape_single_quotes.sql", "unique_id": "macro.dbt.escape_single_quotes", "macro_sql": "{% macro escape_single_quotes(expression) %}\n {{ return(adapter.dispatch('escape_single_quotes', 'dbt') (expression)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__escape_single_quotes"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.253706, "supported_languages": null}, "macro.dbt.default__escape_single_quotes": {"name": "default__escape_single_quotes", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/escape_single_quotes.sql", "original_file_path": "macros/utils/escape_single_quotes.sql", "unique_id": "macro.dbt.default__escape_single_quotes", "macro_sql": "{% macro default__escape_single_quotes(expression) -%}\n{{ expression | replace(\"'\",\"''\") }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.2538528, "supported_languages": null}, "macro.dbt.right": {"name": "right", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/right.sql", "original_file_path": "macros/utils/right.sql", "unique_id": "macro.dbt.right", "macro_sql": "{% macro right(string_text, length_expression) -%}\n {{ return(adapter.dispatch('right', 'dbt') (string_text, length_expression)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__right"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.254157, "supported_languages": null}, "macro.dbt.default__right": {"name": "default__right", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/right.sql", "original_file_path": "macros/utils/right.sql", "unique_id": "macro.dbt.default__right", "macro_sql": "{% macro default__right(string_text, length_expression) %}\n\n right(\n {{ string_text }},\n {{ length_expression }}\n )\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.2543008, "supported_languages": null}, "macro.dbt.listagg": {"name": "listagg", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/listagg.sql", "original_file_path": "macros/utils/listagg.sql", "unique_id": "macro.dbt.listagg", "macro_sql": "{% macro listagg(measure, delimiter_text=\"','\", order_by_clause=none, limit_num=none) -%}\n {{ return(adapter.dispatch('listagg', 'dbt') (measure, delimiter_text, order_by_clause, limit_num)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__listagg"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.254963, "supported_languages": null}, "macro.dbt.default__listagg": {"name": "default__listagg", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/listagg.sql", "original_file_path": "macros/utils/listagg.sql", "unique_id": "macro.dbt.default__listagg", "macro_sql": "{% macro default__listagg(measure, delimiter_text, order_by_clause, limit_num) -%}\n\n {% if limit_num -%}\n array_to_string(\n array_slice(\n array_agg(\n {{ measure }}\n ){% if order_by_clause -%}\n within group ({{ order_by_clause }})\n {%- endif %}\n ,0\n ,{{ limit_num }}\n ),\n {{ delimiter_text }}\n )\n {%- else %}\n listagg(\n {{ measure }},\n {{ delimiter_text }}\n )\n {% if order_by_clause -%}\n within group ({{ order_by_clause }})\n {%- endif %}\n {%- endif %}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.2553868, "supported_languages": null}, "macro.dbt.datediff": {"name": "datediff", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/datediff.sql", "original_file_path": "macros/utils/datediff.sql", "unique_id": "macro.dbt.datediff", "macro_sql": "{% macro datediff(first_date, second_date, datepart) %}\n {{ return(adapter.dispatch('datediff', 'dbt')(first_date, second_date, datepart)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__datediff"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.2557418, "supported_languages": null}, "macro.dbt.default__datediff": {"name": "default__datediff", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/datediff.sql", "original_file_path": "macros/utils/datediff.sql", "unique_id": "macro.dbt.default__datediff", "macro_sql": "{% macro default__datediff(first_date, second_date, datepart) -%}\n\n datediff(\n {{ datepart }},\n {{ first_date }},\n {{ second_date }}\n )\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.255913, "supported_languages": null}, "macro.dbt.safe_cast": {"name": "safe_cast", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/safe_cast.sql", "original_file_path": "macros/utils/safe_cast.sql", "unique_id": "macro.dbt.safe_cast", "macro_sql": "{% macro safe_cast(field, type) %}\n {{ return(adapter.dispatch('safe_cast', 'dbt') (field, type)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__safe_cast"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.256209, "supported_languages": null}, "macro.dbt.default__safe_cast": {"name": "default__safe_cast", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/safe_cast.sql", "original_file_path": "macros/utils/safe_cast.sql", "unique_id": "macro.dbt.default__safe_cast", "macro_sql": "{% macro default__safe_cast(field, type) %}\n {# most databases don't support this function yet\n so we just need to use cast #}\n cast({{field}} as {{type}})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.256356, "supported_languages": null}, "macro.dbt.hash": {"name": "hash", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/hash.sql", "original_file_path": "macros/utils/hash.sql", "unique_id": "macro.dbt.hash", "macro_sql": "{% macro hash(field) -%}\n {{ return(adapter.dispatch('hash', 'dbt') (field)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__hash"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.256622, "supported_languages": null}, "macro.dbt.default__hash": {"name": "default__hash", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/hash.sql", "original_file_path": "macros/utils/hash.sql", "unique_id": "macro.dbt.default__hash", "macro_sql": "{% macro default__hash(field) -%}\n md5(cast({{ field }} as {{ api.Column.translate_type('string') }}))\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.256788, "supported_languages": null}, "macro.dbt.cast_bool_to_text": {"name": "cast_bool_to_text", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/cast_bool_to_text.sql", "original_file_path": "macros/utils/cast_bool_to_text.sql", "unique_id": "macro.dbt.cast_bool_to_text", "macro_sql": "{% macro cast_bool_to_text(field) %}\n {{ adapter.dispatch('cast_bool_to_text', 'dbt') (field) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__cast_bool_to_text"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.257041, "supported_languages": null}, "macro.dbt.default__cast_bool_to_text": {"name": "default__cast_bool_to_text", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/cast_bool_to_text.sql", "original_file_path": "macros/utils/cast_bool_to_text.sql", "unique_id": "macro.dbt.default__cast_bool_to_text", "macro_sql": "{% macro default__cast_bool_to_text(field) %}\n cast({{ field }} as {{ api.Column.translate_type('string') }})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.2572072, "supported_languages": null}, "macro.dbt.any_value": {"name": "any_value", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/any_value.sql", "original_file_path": "macros/utils/any_value.sql", "unique_id": "macro.dbt.any_value", "macro_sql": "{% macro any_value(expression) -%}\n {{ return(adapter.dispatch('any_value', 'dbt') (expression)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__any_value"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.2574642, "supported_languages": null}, "macro.dbt.default__any_value": {"name": "default__any_value", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/any_value.sql", "original_file_path": "macros/utils/any_value.sql", "unique_id": "macro.dbt.default__any_value", "macro_sql": "{% macro default__any_value(expression) -%}\n\n any_value({{ expression }})\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.257577, "supported_languages": null}, "macro.dbt.position": {"name": "position", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/position.sql", "original_file_path": "macros/utils/position.sql", "unique_id": "macro.dbt.position", "macro_sql": "{% macro position(substring_text, string_text) -%}\n {{ return(adapter.dispatch('position', 'dbt') (substring_text, string_text)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__position"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.257876, "supported_languages": null}, "macro.dbt.default__position": {"name": "default__position", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/position.sql", "original_file_path": "macros/utils/position.sql", "unique_id": "macro.dbt.default__position", "macro_sql": "{% macro default__position(substring_text, string_text) %}\n\n position(\n {{ substring_text }} in {{ string_text }}\n )\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.258015, "supported_languages": null}, "macro.dbt.string_literal": {"name": "string_literal", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/literal.sql", "original_file_path": "macros/utils/literal.sql", "unique_id": "macro.dbt.string_literal", "macro_sql": "{%- macro string_literal(value) -%}\n {{ return(adapter.dispatch('string_literal', 'dbt') (value)) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__string_literal"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.2582688, "supported_languages": null}, "macro.dbt.default__string_literal": {"name": "default__string_literal", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/literal.sql", "original_file_path": "macros/utils/literal.sql", "unique_id": "macro.dbt.default__string_literal", "macro_sql": "{% macro default__string_literal(value) -%}\n '{{ value }}'\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.2584379, "supported_languages": null}, "macro.dbt.type_string": {"name": "type_string", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_string", "macro_sql": "\n\n{%- macro type_string() -%}\n {{ return(adapter.dispatch('type_string', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.259406, "supported_languages": null}, "macro.dbt.default__type_string": {"name": "default__type_string", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_string", "macro_sql": "{% macro default__type_string() %}\n {{ return(api.Column.translate_type(\"string\")) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.259569, "supported_languages": null}, "macro.dbt.type_timestamp": {"name": "type_timestamp", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_timestamp", "macro_sql": "\n\n{%- macro type_timestamp() -%}\n {{ return(adapter.dispatch('type_timestamp', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.259737, "supported_languages": null}, "macro.dbt.default__type_timestamp": {"name": "default__type_timestamp", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_timestamp", "macro_sql": "{% macro default__type_timestamp() %}\n {{ return(api.Column.translate_type(\"timestamp\")) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.259895, "supported_languages": null}, "macro.dbt.type_float": {"name": "type_float", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_float", "macro_sql": "\n\n{%- macro type_float() -%}\n {{ return(adapter.dispatch('type_float', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_float"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.260067, "supported_languages": null}, "macro.dbt.default__type_float": {"name": "default__type_float", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_float", "macro_sql": "{% macro default__type_float() %}\n {{ return(api.Column.translate_type(\"float\")) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.260224, "supported_languages": null}, "macro.dbt.type_numeric": {"name": "type_numeric", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_numeric", "macro_sql": "\n\n{%- macro type_numeric() -%}\n {{ return(adapter.dispatch('type_numeric', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_numeric"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.260396, "supported_languages": null}, "macro.dbt.default__type_numeric": {"name": "default__type_numeric", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_numeric", "macro_sql": "{% macro default__type_numeric() %}\n {{ return(api.Column.numeric_type(\"numeric\", 28, 6)) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.260581, "supported_languages": null}, "macro.dbt.type_bigint": {"name": "type_bigint", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_bigint", "macro_sql": "\n\n{%- macro type_bigint() -%}\n {{ return(adapter.dispatch('type_bigint', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_bigint"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.260751, "supported_languages": null}, "macro.dbt.default__type_bigint": {"name": "default__type_bigint", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_bigint", "macro_sql": "{% macro default__type_bigint() %}\n {{ return(api.Column.translate_type(\"bigint\")) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.260906, "supported_languages": null}, "macro.dbt.type_int": {"name": "type_int", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_int", "macro_sql": "\n\n{%- macro type_int() -%}\n {{ return(adapter.dispatch('type_int', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_int"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.2610712, "supported_languages": null}, "macro.dbt.default__type_int": {"name": "default__type_int", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_int", "macro_sql": "{%- macro default__type_int() -%}\n {{ return(api.Column.translate_type(\"integer\")) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.261224, "supported_languages": null}, "macro.dbt.type_boolean": {"name": "type_boolean", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_boolean", "macro_sql": "\n\n{%- macro type_boolean() -%}\n {{ return(adapter.dispatch('type_boolean', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_boolean"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.26139, "supported_languages": null}, "macro.dbt.default__type_boolean": {"name": "default__type_boolean", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_boolean", "macro_sql": "{%- macro default__type_boolean() -%}\n {{ return(api.Column.translate_type(\"boolean\")) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.261539, "supported_languages": null}, "macro.dbt.array_concat": {"name": "array_concat", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/array_concat.sql", "original_file_path": "macros/utils/array_concat.sql", "unique_id": "macro.dbt.array_concat", "macro_sql": "{% macro array_concat(array_1, array_2) -%}\n {{ return(adapter.dispatch('array_concat', 'dbt')(array_1, array_2)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__array_concat"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.261827, "supported_languages": null}, "macro.dbt.default__array_concat": {"name": "default__array_concat", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/array_concat.sql", "original_file_path": "macros/utils/array_concat.sql", "unique_id": "macro.dbt.default__array_concat", "macro_sql": "{% macro default__array_concat(array_1, array_2) -%}\n array_cat({{ array_1 }}, {{ array_2 }})\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.261966, "supported_languages": null}, "macro.dbt.bool_or": {"name": "bool_or", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/bool_or.sql", "original_file_path": "macros/utils/bool_or.sql", "unique_id": "macro.dbt.bool_or", "macro_sql": "{% macro bool_or(expression) -%}\n {{ return(adapter.dispatch('bool_or', 'dbt') (expression)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__bool_or"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.262227, "supported_languages": null}, "macro.dbt.default__bool_or": {"name": "default__bool_or", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/bool_or.sql", "original_file_path": "macros/utils/bool_or.sql", "unique_id": "macro.dbt.default__bool_or", "macro_sql": "{% macro default__bool_or(expression) -%}\n\n bool_or({{ expression }})\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.2623382, "supported_languages": null}, "macro.dbt.last_day": {"name": "last_day", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/last_day.sql", "original_file_path": "macros/utils/last_day.sql", "unique_id": "macro.dbt.last_day", "macro_sql": "{% macro last_day(date, datepart) %}\n {{ return(adapter.dispatch('last_day', 'dbt') (date, datepart)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__last_day"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.2626922, "supported_languages": null}, "macro.dbt.default_last_day": {"name": "default_last_day", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/last_day.sql", "original_file_path": "macros/utils/last_day.sql", "unique_id": "macro.dbt.default_last_day", "macro_sql": "\n\n{%- macro default_last_day(date, datepart) -%}\n cast(\n {{dbt.dateadd('day', '-1',\n dbt.dateadd(datepart, '1', dbt.date_trunc(datepart, date))\n )}}\n as date)\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.dateadd", "macro.dbt.date_trunc"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.2630332, "supported_languages": null}, "macro.dbt.default__last_day": {"name": "default__last_day", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/last_day.sql", "original_file_path": "macros/utils/last_day.sql", "unique_id": "macro.dbt.default__last_day", "macro_sql": "{% macro default__last_day(date, datepart) -%}\n {{dbt.default_last_day(date, datepart)}}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default_last_day"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.263189, "supported_languages": null}, "macro.dbt.split_part": {"name": "split_part", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/split_part.sql", "original_file_path": "macros/utils/split_part.sql", "unique_id": "macro.dbt.split_part", "macro_sql": "{% macro split_part(string_text, delimiter_text, part_number) %}\n {{ return(adapter.dispatch('split_part', 'dbt') (string_text, delimiter_text, part_number)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__split_part"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.2637398, "supported_languages": null}, "macro.dbt.default__split_part": {"name": "default__split_part", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/split_part.sql", "original_file_path": "macros/utils/split_part.sql", "unique_id": "macro.dbt.default__split_part", "macro_sql": "{% macro default__split_part(string_text, delimiter_text, part_number) %}\n\n split_part(\n {{ string_text }},\n {{ delimiter_text }},\n {{ part_number }}\n )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.2639098, "supported_languages": null}, "macro.dbt._split_part_negative": {"name": "_split_part_negative", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/split_part.sql", "original_file_path": "macros/utils/split_part.sql", "unique_id": "macro.dbt._split_part_negative", "macro_sql": "{% macro _split_part_negative(string_text, delimiter_text, part_number) %}\n\n split_part(\n {{ string_text }},\n {{ delimiter_text }},\n length({{ string_text }})\n - length(\n replace({{ string_text }}, {{ delimiter_text }}, '')\n ) + 2 + {{ part_number }}\n )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.264144, "supported_languages": null}, "macro.dbt.date_trunc": {"name": "date_trunc", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/date_trunc.sql", "original_file_path": "macros/utils/date_trunc.sql", "unique_id": "macro.dbt.date_trunc", "macro_sql": "{% macro date_trunc(datepart, date) -%}\n {{ return(adapter.dispatch('date_trunc', 'dbt') (datepart, date)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__date_trunc"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.264431, "supported_languages": null}, "macro.dbt.default__date_trunc": {"name": "default__date_trunc", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/date_trunc.sql", "original_file_path": "macros/utils/date_trunc.sql", "unique_id": "macro.dbt.default__date_trunc", "macro_sql": "{% macro default__date_trunc(datepart, date) -%}\n date_trunc('{{datepart}}', {{date}})\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.2645671, "supported_languages": null}, "macro.dbt.array_construct": {"name": "array_construct", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/array_construct.sql", "original_file_path": "macros/utils/array_construct.sql", "unique_id": "macro.dbt.array_construct", "macro_sql": "{% macro array_construct(inputs=[], data_type=api.Column.translate_type('integer')) -%}\n {{ return(adapter.dispatch('array_construct', 'dbt')(inputs, data_type)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__array_construct"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.264958, "supported_languages": null}, "macro.dbt.default__array_construct": {"name": "default__array_construct", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/array_construct.sql", "original_file_path": "macros/utils/array_construct.sql", "unique_id": "macro.dbt.default__array_construct", "macro_sql": "{% macro default__array_construct(inputs, data_type) -%}\n {% if inputs|length > 0 %}\n array[ {{ inputs|join(' , ') }} ]\n {% else %}\n array[]::{{data_type}}[]\n {% endif %}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.265215, "supported_languages": null}, "macro.dbt.array_append": {"name": "array_append", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/array_append.sql", "original_file_path": "macros/utils/array_append.sql", "unique_id": "macro.dbt.array_append", "macro_sql": "{% macro array_append(array, new_element) -%}\n {{ return(adapter.dispatch('array_append', 'dbt')(array, new_element)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__array_append"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.265525, "supported_languages": null}, "macro.dbt.default__array_append": {"name": "default__array_append", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/array_append.sql", "original_file_path": "macros/utils/array_append.sql", "unique_id": "macro.dbt.default__array_append", "macro_sql": "{% macro default__array_append(array, new_element) -%}\n array_append({{ array }}, {{ new_element }})\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.2656682, "supported_languages": null}, "macro.dbt.create_schema": {"name": "create_schema", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/schema.sql", "original_file_path": "macros/adapters/schema.sql", "unique_id": "macro.dbt.create_schema", "macro_sql": "{% macro create_schema(relation) -%}\n {{ adapter.dispatch('create_schema', 'dbt')(relation) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__create_schema"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.266054, "supported_languages": null}, "macro.dbt.default__create_schema": {"name": "default__create_schema", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/schema.sql", "original_file_path": "macros/adapters/schema.sql", "unique_id": "macro.dbt.default__create_schema", "macro_sql": "{% macro default__create_schema(relation) -%}\n {%- call statement('create_schema') -%}\n create schema if not exists {{ relation.without_identifier() }}\n {% endcall %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.266248, "supported_languages": null}, "macro.dbt.drop_schema": {"name": "drop_schema", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/schema.sql", "original_file_path": "macros/adapters/schema.sql", "unique_id": "macro.dbt.drop_schema", "macro_sql": "{% macro drop_schema(relation) -%}\n {{ adapter.dispatch('drop_schema', 'dbt')(relation) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__drop_schema"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.2664142, "supported_languages": null}, "macro.dbt.default__drop_schema": {"name": "default__drop_schema", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/schema.sql", "original_file_path": "macros/adapters/schema.sql", "unique_id": "macro.dbt.default__drop_schema", "macro_sql": "{% macro default__drop_schema(relation) -%}\n {%- call statement('drop_schema') -%}\n drop schema if exists {{ relation.without_identifier() }} cascade\n {% endcall %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.266599, "supported_languages": null}, "macro.dbt.current_timestamp": {"name": "current_timestamp", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.current_timestamp", "macro_sql": "{%- macro current_timestamp() -%}\n {{ adapter.dispatch('current_timestamp', 'dbt')() }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_postgres.postgres__current_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.267082, "supported_languages": null}, "macro.dbt.default__current_timestamp": {"name": "default__current_timestamp", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.default__current_timestamp", "macro_sql": "{% macro default__current_timestamp() -%}\n {{ exceptions.raise_not_implemented(\n 'current_timestamp macro not implemented for adapter ' + adapter.type()) }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.267243, "supported_languages": null}, "macro.dbt.snapshot_get_time": {"name": "snapshot_get_time", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.snapshot_get_time", "macro_sql": "\n\n{%- macro snapshot_get_time() -%}\n {{ adapter.dispatch('snapshot_get_time', 'dbt')() }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_postgres.postgres__snapshot_get_time"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.267393, "supported_languages": null}, "macro.dbt.default__snapshot_get_time": {"name": "default__snapshot_get_time", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.default__snapshot_get_time", "macro_sql": "{% macro default__snapshot_get_time() %}\n {{ current_timestamp() }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.current_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.2675042, "supported_languages": null}, "macro.dbt.current_timestamp_backcompat": {"name": "current_timestamp_backcompat", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.current_timestamp_backcompat", "macro_sql": "{% macro current_timestamp_backcompat() %}\n {{ return(adapter.dispatch('current_timestamp_backcompat', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__current_timestamp_backcompat"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.267675, "supported_languages": null}, "macro.dbt.default__current_timestamp_backcompat": {"name": "default__current_timestamp_backcompat", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.default__current_timestamp_backcompat", "macro_sql": "{% macro default__current_timestamp_backcompat() %}\n current_timestamp::timestamp\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.2677581, "supported_languages": null}, "macro.dbt.current_timestamp_in_utc_backcompat": {"name": "current_timestamp_in_utc_backcompat", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.current_timestamp_in_utc_backcompat", "macro_sql": "{% macro current_timestamp_in_utc_backcompat() %}\n {{ return(adapter.dispatch('current_timestamp_in_utc_backcompat', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__current_timestamp_in_utc_backcompat"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.2680051, "supported_languages": null}, "macro.dbt.default__current_timestamp_in_utc_backcompat": {"name": "default__current_timestamp_in_utc_backcompat", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.default__current_timestamp_in_utc_backcompat", "macro_sql": "{% macro default__current_timestamp_in_utc_backcompat() %}\n {{ return(adapter.dispatch('current_timestamp_backcompat', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.current_timestamp_backcompat", "macro.dbt_postgres.postgres__current_timestamp_backcompat"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.268183, "supported_languages": null}, "macro.dbt.get_create_index_sql": {"name": "get_create_index_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.get_create_index_sql", "macro_sql": "{% macro get_create_index_sql(relation, index_dict) -%}\n {{ return(adapter.dispatch('get_create_index_sql', 'dbt')(relation, index_dict)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_create_index_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.269042, "supported_languages": null}, "macro.dbt.default__get_create_index_sql": {"name": "default__get_create_index_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.default__get_create_index_sql", "macro_sql": "{% macro default__get_create_index_sql(relation, index_dict) -%}\n {% do return(None) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.2691882, "supported_languages": null}, "macro.dbt.create_indexes": {"name": "create_indexes", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.create_indexes", "macro_sql": "{% macro create_indexes(relation) -%}\n {{ adapter.dispatch('create_indexes', 'dbt')(relation) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__create_indexes"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.2693481, "supported_languages": null}, "macro.dbt.default__create_indexes": {"name": "default__create_indexes", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.default__create_indexes", "macro_sql": "{% macro default__create_indexes(relation) -%}\n {%- set _indexes = config.get('indexes', default=[]) -%}\n\n {% for _index_dict in _indexes %}\n {% set create_index_sql = get_create_index_sql(relation, _index_dict) %}\n {% if create_index_sql %}\n {% do run_query(create_index_sql) %}\n {% endif %}\n {% endfor %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_create_index_sql", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.2697768, "supported_languages": null}, "macro.dbt.get_drop_index_sql": {"name": "get_drop_index_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.get_drop_index_sql", "macro_sql": "{% macro get_drop_index_sql(relation, index_name) -%}\n {{ adapter.dispatch('get_drop_index_sql', 'dbt')(relation, index_name) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_drop_index_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.26998, "supported_languages": null}, "macro.dbt.default__get_drop_index_sql": {"name": "default__get_drop_index_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.default__get_drop_index_sql", "macro_sql": "{% macro default__get_drop_index_sql(relation, index_name) -%}\n {{ exceptions.raise_compiler_error(\"`get_drop_index_sql has not been implemented for this adapter.\") }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.270124, "supported_languages": null}, "macro.dbt.get_show_indexes_sql": {"name": "get_show_indexes_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.get_show_indexes_sql", "macro_sql": "{% macro get_show_indexes_sql(relation) -%}\n {{ adapter.dispatch('get_show_indexes_sql', 'dbt')(relation) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_show_indexes_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.270294, "supported_languages": null}, "macro.dbt.default__get_show_indexes_sql": {"name": "default__get_show_indexes_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.default__get_show_indexes_sql", "macro_sql": "{% macro default__get_show_indexes_sql(relation) -%}\n {{ exceptions.raise_compiler_error(\"`get_show_indexes_sql has not been implemented for this adapter.\") }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.270429, "supported_languages": null}, "macro.dbt.make_intermediate_relation": {"name": "make_intermediate_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.make_intermediate_relation", "macro_sql": "{% macro make_intermediate_relation(base_relation, suffix='__dbt_tmp') %}\n {{ return(adapter.dispatch('make_intermediate_relation', 'dbt')(base_relation, suffix)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__make_intermediate_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.2725031, "supported_languages": null}, "macro.dbt.default__make_intermediate_relation": {"name": "default__make_intermediate_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.default__make_intermediate_relation", "macro_sql": "{% macro default__make_intermediate_relation(base_relation, suffix) %}\n {{ return(default__make_temp_relation(base_relation, suffix)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__make_temp_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.272681, "supported_languages": null}, "macro.dbt.make_temp_relation": {"name": "make_temp_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.make_temp_relation", "macro_sql": "{% macro make_temp_relation(base_relation, suffix='__dbt_tmp') %}\n {{ return(adapter.dispatch('make_temp_relation', 'dbt')(base_relation, suffix)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__make_temp_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.272917, "supported_languages": null}, "macro.dbt.default__make_temp_relation": {"name": "default__make_temp_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.default__make_temp_relation", "macro_sql": "{% macro default__make_temp_relation(base_relation, suffix) %}\n {%- set temp_identifier = base_relation.identifier ~ suffix -%}\n {%- set temp_relation = base_relation.incorporate(\n path={\"identifier\": temp_identifier}) -%}\n\n {{ return(temp_relation) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.2732239, "supported_languages": null}, "macro.dbt.make_backup_relation": {"name": "make_backup_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.make_backup_relation", "macro_sql": "{% macro make_backup_relation(base_relation, backup_relation_type, suffix='__dbt_backup') %}\n {{ return(adapter.dispatch('make_backup_relation', 'dbt')(base_relation, backup_relation_type, suffix)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__make_backup_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.273491, "supported_languages": null}, "macro.dbt.default__make_backup_relation": {"name": "default__make_backup_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.default__make_backup_relation", "macro_sql": "{% macro default__make_backup_relation(base_relation, backup_relation_type, suffix) %}\n {%- set backup_identifier = base_relation.identifier ~ suffix -%}\n {%- set backup_relation = base_relation.incorporate(\n path={\"identifier\": backup_identifier},\n type=backup_relation_type\n ) -%}\n {{ return(backup_relation) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.273833, "supported_languages": null}, "macro.dbt.truncate_relation": {"name": "truncate_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.truncate_relation", "macro_sql": "{% macro truncate_relation(relation) -%}\n {{ return(adapter.dispatch('truncate_relation', 'dbt')(relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__truncate_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.274029, "supported_languages": null}, "macro.dbt.default__truncate_relation": {"name": "default__truncate_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.default__truncate_relation", "macro_sql": "{% macro default__truncate_relation(relation) -%}\n {% call statement('truncate_relation') -%}\n truncate table {{ relation }}\n {%- endcall %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.2742, "supported_languages": null}, "macro.dbt.get_or_create_relation": {"name": "get_or_create_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.get_or_create_relation", "macro_sql": "{% macro get_or_create_relation(database, schema, identifier, type) -%}\n {{ return(adapter.dispatch('get_or_create_relation', 'dbt')(database, schema, identifier, type)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_or_create_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.2744682, "supported_languages": null}, "macro.dbt.default__get_or_create_relation": {"name": "default__get_or_create_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.default__get_or_create_relation", "macro_sql": "{% macro default__get_or_create_relation(database, schema, identifier, type) %}\n {%- set target_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) %}\n\n {% if target_relation %}\n {% do return([true, target_relation]) %}\n {% endif %}\n\n {%- set new_relation = api.Relation.create(\n database=database,\n schema=schema,\n identifier=identifier,\n type=type\n ) -%}\n {% do return([false, new_relation]) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.2751381, "supported_languages": null}, "macro.dbt.load_cached_relation": {"name": "load_cached_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.load_cached_relation", "macro_sql": "{% macro load_cached_relation(relation) %}\n {% do return(adapter.get_relation(\n database=relation.database,\n schema=relation.schema,\n identifier=relation.identifier\n )) -%}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.275389, "supported_languages": null}, "macro.dbt.load_relation": {"name": "load_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.load_relation", "macro_sql": "{% macro load_relation(relation) %}\n {{ return(load_cached_relation(relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.load_cached_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.275548, "supported_languages": null}, "macro.dbt.collect_freshness": {"name": "collect_freshness", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/freshness.sql", "original_file_path": "macros/adapters/freshness.sql", "unique_id": "macro.dbt.collect_freshness", "macro_sql": "{% macro collect_freshness(source, loaded_at_field, filter) %}\n {{ return(adapter.dispatch('collect_freshness', 'dbt')(source, loaded_at_field, filter))}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__collect_freshness"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.276004, "supported_languages": null}, "macro.dbt.default__collect_freshness": {"name": "default__collect_freshness", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/freshness.sql", "original_file_path": "macros/adapters/freshness.sql", "unique_id": "macro.dbt.default__collect_freshness", "macro_sql": "{% macro default__collect_freshness(source, loaded_at_field, filter) %}\n {% call statement('collect_freshness', fetch_result=True, auto_begin=False) -%}\n select\n max({{ loaded_at_field }}) as max_loaded_at,\n {{ current_timestamp() }} as snapshotted_at\n from {{ source }}\n {% if filter %}\n where {{ filter }}\n {% endif %}\n {% endcall %}\n {{ return(load_result('collect_freshness')) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.current_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.276444, "supported_languages": null}, "macro.dbt.validate_sql": {"name": "validate_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/validate_sql.sql", "original_file_path": "macros/adapters/validate_sql.sql", "unique_id": "macro.dbt.validate_sql", "macro_sql": "{% macro validate_sql(sql) -%}\n {{ return(adapter.dispatch('validate_sql', 'dbt')(sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__validate_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.2767591, "supported_languages": null}, "macro.dbt.default__validate_sql": {"name": "default__validate_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/validate_sql.sql", "original_file_path": "macros/adapters/validate_sql.sql", "unique_id": "macro.dbt.default__validate_sql", "macro_sql": "{% macro default__validate_sql(sql) -%}\n {% call statement('validate_sql') -%}\n explain {{ sql }}\n {% endcall %}\n {{ return(load_result('validate_sql')) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.2770061, "supported_languages": null}, "macro.dbt.copy_grants": {"name": "copy_grants", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.copy_grants", "macro_sql": "{% macro copy_grants() %}\n {{ return(adapter.dispatch('copy_grants', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__copy_grants"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.278836, "supported_languages": null}, "macro.dbt.default__copy_grants": {"name": "default__copy_grants", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__copy_grants", "macro_sql": "{% macro default__copy_grants() %}\n {{ return(True) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.278959, "supported_languages": null}, "macro.dbt.support_multiple_grantees_per_dcl_statement": {"name": "support_multiple_grantees_per_dcl_statement", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.support_multiple_grantees_per_dcl_statement", "macro_sql": "{% macro support_multiple_grantees_per_dcl_statement() %}\n {{ return(adapter.dispatch('support_multiple_grantees_per_dcl_statement', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__support_multiple_grantees_per_dcl_statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.279142, "supported_languages": null}, "macro.dbt.default__support_multiple_grantees_per_dcl_statement": {"name": "default__support_multiple_grantees_per_dcl_statement", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__support_multiple_grantees_per_dcl_statement", "macro_sql": "\n\n{%- macro default__support_multiple_grantees_per_dcl_statement() -%}\n {{ return(True) }}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.279266, "supported_languages": null}, "macro.dbt.should_revoke": {"name": "should_revoke", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.should_revoke", "macro_sql": "{% macro should_revoke(existing_relation, full_refresh_mode=True) %}\n\n {% if not existing_relation %}\n {#-- The table doesn't already exist, so no grants to copy over --#}\n {{ return(False) }}\n {% elif full_refresh_mode %}\n {#-- The object is being REPLACED -- whether grants are copied over depends on the value of user config --#}\n {{ return(copy_grants()) }}\n {% else %}\n {#-- The table is being merged/upserted/inserted -- grants will be carried over --#}\n {{ return(True) }}\n {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.copy_grants"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.279629, "supported_languages": null}, "macro.dbt.get_show_grant_sql": {"name": "get_show_grant_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.get_show_grant_sql", "macro_sql": "{% macro get_show_grant_sql(relation) %}\n {{ return(adapter.dispatch(\"get_show_grant_sql\", \"dbt\")(relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_show_grant_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.2798321, "supported_languages": null}, "macro.dbt.default__get_show_grant_sql": {"name": "default__get_show_grant_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__get_show_grant_sql", "macro_sql": "{% macro default__get_show_grant_sql(relation) %}\n show grants on {{ relation }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.279947, "supported_languages": null}, "macro.dbt.get_grant_sql": {"name": "get_grant_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.get_grant_sql", "macro_sql": "{% macro get_grant_sql(relation, privilege, grantees) %}\n {{ return(adapter.dispatch('get_grant_sql', 'dbt')(relation, privilege, grantees)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_grant_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.28019, "supported_languages": null}, "macro.dbt.default__get_grant_sql": {"name": "default__get_grant_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__get_grant_sql", "macro_sql": "\n\n{%- macro default__get_grant_sql(relation, privilege, grantees) -%}\n grant {{ privilege }} on {{ relation }} to {{ grantees | join(', ') }}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.280403, "supported_languages": null}, "macro.dbt.get_revoke_sql": {"name": "get_revoke_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.get_revoke_sql", "macro_sql": "{% macro get_revoke_sql(relation, privilege, grantees) %}\n {{ return(adapter.dispatch('get_revoke_sql', 'dbt')(relation, privilege, grantees)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_revoke_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.2806451, "supported_languages": null}, "macro.dbt.default__get_revoke_sql": {"name": "default__get_revoke_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__get_revoke_sql", "macro_sql": "\n\n{%- macro default__get_revoke_sql(relation, privilege, grantees) -%}\n revoke {{ privilege }} on {{ relation }} from {{ grantees | join(', ') }}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.2808478, "supported_languages": null}, "macro.dbt.get_dcl_statement_list": {"name": "get_dcl_statement_list", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.get_dcl_statement_list", "macro_sql": "{% macro get_dcl_statement_list(relation, grant_config, get_dcl_macro) %}\n {{ return(adapter.dispatch('get_dcl_statement_list', 'dbt')(relation, grant_config, get_dcl_macro)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_dcl_statement_list"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.2810931, "supported_languages": null}, "macro.dbt.default__get_dcl_statement_list": {"name": "default__get_dcl_statement_list", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__get_dcl_statement_list", "macro_sql": "\n\n{%- macro default__get_dcl_statement_list(relation, grant_config, get_dcl_macro) -%}\n {#\n -- Unpack grant_config into specific privileges and the set of users who need them granted/revoked.\n -- Depending on whether this database supports multiple grantees per statement, pass in the list of\n -- all grantees per privilege, or (if not) template one statement per privilege-grantee pair.\n -- `get_dcl_macro` will be either `get_grant_sql` or `get_revoke_sql`\n #}\n {%- set dcl_statements = [] -%}\n {%- for privilege, grantees in grant_config.items() %}\n {%- if support_multiple_grantees_per_dcl_statement() and grantees -%}\n {%- set dcl = get_dcl_macro(relation, privilege, grantees) -%}\n {%- do dcl_statements.append(dcl) -%}\n {%- else -%}\n {%- for grantee in grantees -%}\n {% set dcl = get_dcl_macro(relation, privilege, [grantee]) %}\n {%- do dcl_statements.append(dcl) -%}\n {% endfor -%}\n {%- endif -%}\n {%- endfor -%}\n {{ return(dcl_statements) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.support_multiple_grantees_per_dcl_statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.2820501, "supported_languages": null}, "macro.dbt.call_dcl_statements": {"name": "call_dcl_statements", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.call_dcl_statements", "macro_sql": "{% macro call_dcl_statements(dcl_statement_list) %}\n {{ return(adapter.dispatch(\"call_dcl_statements\", \"dbt\")(dcl_statement_list)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__call_dcl_statements"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.2822568, "supported_languages": null}, "macro.dbt.default__call_dcl_statements": {"name": "default__call_dcl_statements", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__call_dcl_statements", "macro_sql": "{% macro default__call_dcl_statements(dcl_statement_list) %}\n {#\n -- By default, supply all grant + revoke statements in a single semicolon-separated block,\n -- so that they're all processed together.\n\n -- Some databases do not support this. Those adapters will need to override this macro\n -- to run each statement individually.\n #}\n {% call statement('grants') %}\n {% for dcl_statement in dcl_statement_list %}\n {{ dcl_statement }};\n {% endfor %}\n {% endcall %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.2825222, "supported_languages": null}, "macro.dbt.apply_grants": {"name": "apply_grants", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.apply_grants", "macro_sql": "{% macro apply_grants(relation, grant_config, should_revoke) %}\n {{ return(adapter.dispatch(\"apply_grants\", \"dbt\")(relation, grant_config, should_revoke)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__apply_grants"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.282778, "supported_languages": null}, "macro.dbt.default__apply_grants": {"name": "default__apply_grants", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__apply_grants", "macro_sql": "{% macro default__apply_grants(relation, grant_config, should_revoke=True) %}\n {#-- If grant_config is {} or None, this is a no-op --#}\n {% if grant_config %}\n {% if should_revoke %}\n {#-- We think previous grants may have carried over --#}\n {#-- Show current grants and calculate diffs --#}\n {% set current_grants_table = run_query(get_show_grant_sql(relation)) %}\n {% set current_grants_dict = adapter.standardize_grants_dict(current_grants_table) %}\n {% set needs_granting = diff_of_two_dicts(grant_config, current_grants_dict) %}\n {% set needs_revoking = diff_of_two_dicts(current_grants_dict, grant_config) %}\n {% if not (needs_granting or needs_revoking) %}\n {{ log('On ' ~ relation ~': All grants are in place, no revocation or granting needed.')}}\n {% endif %}\n {% else %}\n {#-- We don't think there's any chance of previous grants having carried over. --#}\n {#-- Jump straight to granting what the user has configured. --#}\n {% set needs_revoking = {} %}\n {% set needs_granting = grant_config %}\n {% endif %}\n {% if needs_granting or needs_revoking %}\n {% set revoke_statement_list = get_dcl_statement_list(relation, needs_revoking, get_revoke_sql) %}\n {% set grant_statement_list = get_dcl_statement_list(relation, needs_granting, get_grant_sql) %}\n {% set dcl_statement_list = revoke_statement_list + grant_statement_list %}\n {% if dcl_statement_list %}\n {{ call_dcl_statements(dcl_statement_list) }}\n {% endif %}\n {% endif %}\n {% endif %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_query", "macro.dbt.get_show_grant_sql", "macro.dbt.get_dcl_statement_list", "macro.dbt.call_dcl_statements"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.2840152, "supported_languages": null}, "macro.dbt.get_show_sql": {"name": "get_show_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/show.sql", "original_file_path": "macros/adapters/show.sql", "unique_id": "macro.dbt.get_show_sql", "macro_sql": "{% macro get_show_sql(compiled_code, sql_header, limit) -%}\n {%- if sql_header -%}\n {{ sql_header }}\n {%- endif -%}\n {%- if limit is not none -%}\n {{ get_limit_subquery_sql(compiled_code, limit) }}\n {%- else -%}\n {{ compiled_code }}\n {%- endif -%}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_limit_subquery_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.284589, "supported_languages": null}, "macro.dbt.get_limit_subquery_sql": {"name": "get_limit_subquery_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/show.sql", "original_file_path": "macros/adapters/show.sql", "unique_id": "macro.dbt.get_limit_subquery_sql", "macro_sql": "{% macro get_limit_subquery_sql(sql, limit) %}\n {{ adapter.dispatch('get_limit_subquery_sql', 'dbt')(sql, limit) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_limit_subquery_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.284788, "supported_languages": null}, "macro.dbt.default__get_limit_subquery_sql": {"name": "default__get_limit_subquery_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/show.sql", "original_file_path": "macros/adapters/show.sql", "unique_id": "macro.dbt.default__get_limit_subquery_sql", "macro_sql": "{% macro default__get_limit_subquery_sql(sql, limit) %}\n select *\n from (\n {{ sql }}\n ) as model_limit_subq\n limit {{ limit }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.2849312, "supported_languages": null}, "macro.dbt.alter_column_comment": {"name": "alter_column_comment", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "unique_id": "macro.dbt.alter_column_comment", "macro_sql": "{% macro alter_column_comment(relation, column_dict) -%}\n {{ return(adapter.dispatch('alter_column_comment', 'dbt')(relation, column_dict)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__alter_column_comment"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.285625, "supported_languages": null}, "macro.dbt.default__alter_column_comment": {"name": "default__alter_column_comment", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "unique_id": "macro.dbt.default__alter_column_comment", "macro_sql": "{% macro default__alter_column_comment(relation, column_dict) -%}\n {{ exceptions.raise_not_implemented(\n 'alter_column_comment macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.285799, "supported_languages": null}, "macro.dbt.alter_relation_comment": {"name": "alter_relation_comment", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "unique_id": "macro.dbt.alter_relation_comment", "macro_sql": "{% macro alter_relation_comment(relation, relation_comment) -%}\n {{ return(adapter.dispatch('alter_relation_comment', 'dbt')(relation, relation_comment)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__alter_relation_comment"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.286009, "supported_languages": null}, "macro.dbt.default__alter_relation_comment": {"name": "default__alter_relation_comment", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "unique_id": "macro.dbt.default__alter_relation_comment", "macro_sql": "{% macro default__alter_relation_comment(relation, relation_comment) -%}\n {{ exceptions.raise_not_implemented(\n 'alter_relation_comment macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.2861881, "supported_languages": null}, "macro.dbt.persist_docs": {"name": "persist_docs", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "unique_id": "macro.dbt.persist_docs", "macro_sql": "{% macro persist_docs(relation, model, for_relation=true, for_columns=true) -%}\n {{ return(adapter.dispatch('persist_docs', 'dbt')(relation, model, for_relation, for_columns)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.286468, "supported_languages": null}, "macro.dbt.default__persist_docs": {"name": "default__persist_docs", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "unique_id": "macro.dbt.default__persist_docs", "macro_sql": "{% macro default__persist_docs(relation, model, for_relation, for_columns) -%}\n {% if for_relation and config.persist_relation_docs() and model.description %}\n {% do run_query(alter_relation_comment(relation, model.description)) %}\n {% endif %}\n\n {% if for_columns and config.persist_column_docs() and model.columns %}\n {% do run_query(alter_column_comment(relation, model.columns)) %}\n {% endif %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_query", "macro.dbt.alter_relation_comment", "macro.dbt.alter_column_comment"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.286966, "supported_languages": null}, "macro.dbt.get_catalog_relations": {"name": "get_catalog_relations", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.get_catalog_relations", "macro_sql": "{% macro get_catalog_relations(information_schema, relations) -%}\n {{ return(adapter.dispatch('get_catalog_relations', 'dbt')(information_schema, relations)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_catalog_relations"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.2899258, "supported_languages": null}, "macro.dbt.default__get_catalog_relations": {"name": "default__get_catalog_relations", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__get_catalog_relations", "macro_sql": "{% macro default__get_catalog_relations(information_schema, relations) -%}\n {% set typename = adapter.type() %}\n {% set msg -%}\n get_catalog_relations not implemented for {{ typename }}\n {%- endset %}\n\n {{ exceptions.raise_compiler_error(msg) }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.290195, "supported_languages": null}, "macro.dbt.get_catalog": {"name": "get_catalog", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.get_catalog", "macro_sql": "{% macro get_catalog(information_schema, schemas) -%}\n {{ return(adapter.dispatch('get_catalog', 'dbt')(information_schema, schemas)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_catalog"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.2904131, "supported_languages": null}, "macro.dbt.default__get_catalog": {"name": "default__get_catalog", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__get_catalog", "macro_sql": "{% macro default__get_catalog(information_schema, schemas) -%}\n\n {% set typename = adapter.type() %}\n {% set msg -%}\n get_catalog not implemented for {{ typename }}\n {%- endset %}\n\n {{ exceptions.raise_compiler_error(msg) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.290685, "supported_languages": null}, "macro.dbt.information_schema_name": {"name": "information_schema_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.information_schema_name", "macro_sql": "{% macro information_schema_name(database) %}\n {{ return(adapter.dispatch('information_schema_name', 'dbt')(database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__information_schema_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.290883, "supported_languages": null}, "macro.dbt.default__information_schema_name": {"name": "default__information_schema_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__information_schema_name", "macro_sql": "{% macro default__information_schema_name(database) -%}\n {%- if database -%}\n {{ database }}.INFORMATION_SCHEMA\n {%- else -%}\n INFORMATION_SCHEMA\n {%- endif -%}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.2910469, "supported_languages": null}, "macro.dbt.list_schemas": {"name": "list_schemas", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.list_schemas", "macro_sql": "{% macro list_schemas(database) -%}\n {{ return(adapter.dispatch('list_schemas', 'dbt')(database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__list_schemas"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.291232, "supported_languages": null}, "macro.dbt.default__list_schemas": {"name": "default__list_schemas", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__list_schemas", "macro_sql": "{% macro default__list_schemas(database) -%}\n {% set sql %}\n select distinct schema_name\n from {{ information_schema_name(database) }}.SCHEMATA\n where catalog_name ilike '{{ database }}'\n {% endset %}\n {{ return(run_query(sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.information_schema_name", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.291561, "supported_languages": null}, "macro.dbt.check_schema_exists": {"name": "check_schema_exists", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.check_schema_exists", "macro_sql": "{% macro check_schema_exists(information_schema, schema) -%}\n {{ return(adapter.dispatch('check_schema_exists', 'dbt')(information_schema, schema)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__check_schema_exists"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.291778, "supported_languages": null}, "macro.dbt.default__check_schema_exists": {"name": "default__check_schema_exists", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__check_schema_exists", "macro_sql": "{% macro default__check_schema_exists(information_schema, schema) -%}\n {% set sql -%}\n select count(*)\n from {{ information_schema.replace(information_schema_view='SCHEMATA') }}\n where catalog_name='{{ information_schema.database }}'\n and schema_name='{{ schema }}'\n {%- endset %}\n {{ return(run_query(sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.replace", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.292096, "supported_languages": null}, "macro.dbt.list_relations_without_caching": {"name": "list_relations_without_caching", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.list_relations_without_caching", "macro_sql": "{% macro list_relations_without_caching(schema_relation) %}\n {{ return(adapter.dispatch('list_relations_without_caching', 'dbt')(schema_relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__list_relations_without_caching"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.292288, "supported_languages": null}, "macro.dbt.default__list_relations_without_caching": {"name": "default__list_relations_without_caching", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__list_relations_without_caching", "macro_sql": "{% macro default__list_relations_without_caching(schema_relation) %}\n {{ exceptions.raise_not_implemented(\n 'list_relations_without_caching macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.292459, "supported_languages": null}, "macro.dbt.get_relations": {"name": "get_relations", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.get_relations", "macro_sql": "{% macro get_relations() %}\n {{ return(adapter.dispatch('get_relations', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_relations"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.292633, "supported_languages": null}, "macro.dbt.default__get_relations": {"name": "default__get_relations", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__get_relations", "macro_sql": "{% macro default__get_relations() %}\n {{ exceptions.raise_not_implemented(\n 'get_relations macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.292798, "supported_languages": null}, "macro.dbt.get_relation_last_modified": {"name": "get_relation_last_modified", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.get_relation_last_modified", "macro_sql": "{% macro get_relation_last_modified(information_schema, relations) %}\n {{ return(adapter.dispatch('get_relation_last_modified', 'dbt')(information_schema, relations)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_relation_last_modified"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.293015, "supported_languages": null}, "macro.dbt.default__get_relation_last_modified": {"name": "default__get_relation_last_modified", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__get_relation_last_modified", "macro_sql": "{% macro default__get_relation_last_modified(information_schema, relations) %}\n {{ exceptions.raise_not_implemented(\n 'get_relation_last_modified macro not implemented for adapter ' + adapter.type()) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.293204, "supported_languages": null}, "macro.dbt.get_columns_in_relation": {"name": "get_columns_in_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.get_columns_in_relation", "macro_sql": "{% macro get_columns_in_relation(relation) -%}\n {{ return(adapter.dispatch('get_columns_in_relation', 'dbt')(relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_columns_in_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.295694, "supported_languages": null}, "macro.dbt.default__get_columns_in_relation": {"name": "default__get_columns_in_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.default__get_columns_in_relation", "macro_sql": "{% macro default__get_columns_in_relation(relation) -%}\n {{ exceptions.raise_not_implemented(\n 'get_columns_in_relation macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.295876, "supported_languages": null}, "macro.dbt.sql_convert_columns_in_relation": {"name": "sql_convert_columns_in_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.sql_convert_columns_in_relation", "macro_sql": "{% macro sql_convert_columns_in_relation(table) -%}\n {% set columns = [] %}\n {% for row in table %}\n {% do columns.append(api.Column(*row)) %}\n {% endfor %}\n {{ return(columns) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.296376, "supported_languages": null}, "macro.dbt.get_empty_subquery_sql": {"name": "get_empty_subquery_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.get_empty_subquery_sql", "macro_sql": "{% macro get_empty_subquery_sql(select_sql, select_sql_header=none) -%}\n {{ return(adapter.dispatch('get_empty_subquery_sql', 'dbt')(select_sql, select_sql_header)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_empty_subquery_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.29665, "supported_languages": null}, "macro.dbt.default__get_empty_subquery_sql": {"name": "default__get_empty_subquery_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.default__get_empty_subquery_sql", "macro_sql": "{% macro default__get_empty_subquery_sql(select_sql, select_sql_header=none) %}\n {%- if select_sql_header is not none -%}\n {{ select_sql_header }}\n {%- endif -%}\n select * from (\n {{ select_sql }}\n ) as __dbt_sbq\n where false\n limit 0\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.2968802, "supported_languages": null}, "macro.dbt.get_empty_schema_sql": {"name": "get_empty_schema_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.get_empty_schema_sql", "macro_sql": "{% macro get_empty_schema_sql(columns) -%}\n {{ return(adapter.dispatch('get_empty_schema_sql', 'dbt')(columns)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_empty_schema_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.297081, "supported_languages": null}, "macro.dbt.default__get_empty_schema_sql": {"name": "default__get_empty_schema_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.default__get_empty_schema_sql", "macro_sql": "{% macro default__get_empty_schema_sql(columns) %}\n {%- set col_err = [] -%}\n {%- set col_naked_numeric = [] -%}\n select\n {% for i in columns %}\n {%- set col = columns[i] -%}\n {%- if col['data_type'] is not defined -%}\n {%- do col_err.append(col['name']) -%}\n {#-- If this column's type is just 'numeric' then it is missing precision/scale, raise a warning --#}\n {%- elif col['data_type'].strip().lower() in ('numeric', 'decimal', 'number') -%}\n {%- do col_naked_numeric.append(col['name']) -%}\n {%- endif -%}\n {% set col_name = adapter.quote(col['name']) if col.get('quote') else col['name'] %}\n cast(null as {{ col['data_type'] }}) as {{ col_name }}{{ \", \" if not loop.last }}\n {%- endfor -%}\n {%- if (col_err | length) > 0 -%}\n {{ exceptions.column_type_missing(column_names=col_err) }}\n {%- elif (col_naked_numeric | length) > 0 -%}\n {{ exceptions.warn(\"Detected columns with numeric type and unspecified precision/scale, this can lead to unintended rounding: \" ~ col_naked_numeric ~ \"`\") }}\n {%- endif -%}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.298439, "supported_languages": null}, "macro.dbt.get_column_schema_from_query": {"name": "get_column_schema_from_query", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.get_column_schema_from_query", "macro_sql": "{% macro get_column_schema_from_query(select_sql, select_sql_header=none) -%}\n {% set columns = [] %}\n {# -- Using an 'empty subquery' here to get the same schema as the given select_sql statement, without necessitating a data scan.#}\n {% set sql = get_empty_subquery_sql(select_sql, select_sql_header) %}\n {% set column_schema = adapter.get_column_schema_from_query(sql) %}\n {{ return(column_schema) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_empty_subquery_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.298814, "supported_languages": null}, "macro.dbt.get_columns_in_query": {"name": "get_columns_in_query", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.get_columns_in_query", "macro_sql": "{% macro get_columns_in_query(select_sql) -%}\n {{ return(adapter.dispatch('get_columns_in_query', 'dbt')(select_sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_columns_in_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.2990122, "supported_languages": null}, "macro.dbt.default__get_columns_in_query": {"name": "default__get_columns_in_query", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.default__get_columns_in_query", "macro_sql": "{% macro default__get_columns_in_query(select_sql) %}\n {% call statement('get_columns_in_query', fetch_result=True, auto_begin=False) -%}\n {{ get_empty_subquery_sql(select_sql) }}\n {% endcall %}\n {{ return(load_result('get_columns_in_query').table.columns | map(attribute='name') | list) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.get_empty_subquery_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.2993898, "supported_languages": null}, "macro.dbt.alter_column_type": {"name": "alter_column_type", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.alter_column_type", "macro_sql": "{% macro alter_column_type(relation, column_name, new_column_type) -%}\n {{ return(adapter.dispatch('alter_column_type', 'dbt')(relation, column_name, new_column_type)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__alter_column_type"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.2996428, "supported_languages": null}, "macro.dbt.default__alter_column_type": {"name": "default__alter_column_type", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.default__alter_column_type", "macro_sql": "{% macro default__alter_column_type(relation, column_name, new_column_type) -%}\n {#\n 1. Create a new column (w/ temp name and correct type)\n 2. Copy data over to it\n 3. Drop the existing column (cascade!)\n 4. Rename the new column to existing column\n #}\n {%- set tmp_column = column_name + \"__dbt_alter\" -%}\n\n {% call statement('alter_column_type') %}\n alter table {{ relation }} add column {{ adapter.quote(tmp_column) }} {{ new_column_type }};\n update {{ relation }} set {{ adapter.quote(tmp_column) }} = {{ adapter.quote(column_name) }};\n alter table {{ relation }} drop column {{ adapter.quote(column_name) }} cascade;\n alter table {{ relation }} rename column {{ adapter.quote(tmp_column) }} to {{ adapter.quote(column_name) }}\n {% endcall %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.300277, "supported_languages": null}, "macro.dbt.alter_relation_add_remove_columns": {"name": "alter_relation_add_remove_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.alter_relation_add_remove_columns", "macro_sql": "{% macro alter_relation_add_remove_columns(relation, add_columns = none, remove_columns = none) -%}\n {{ return(adapter.dispatch('alter_relation_add_remove_columns', 'dbt')(relation, add_columns, remove_columns)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__alter_relation_add_remove_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.3005571, "supported_languages": null}, "macro.dbt.default__alter_relation_add_remove_columns": {"name": "default__alter_relation_add_remove_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.default__alter_relation_add_remove_columns", "macro_sql": "{% macro default__alter_relation_add_remove_columns(relation, add_columns, remove_columns) %}\n\n {% if add_columns is none %}\n {% set add_columns = [] %}\n {% endif %}\n {% if remove_columns is none %}\n {% set remove_columns = [] %}\n {% endif %}\n\n {% set sql -%}\n\n alter {{ relation.type }} {{ relation }}\n\n {% for column in add_columns %}\n add column {{ column.name }} {{ column.data_type }}{{ ',' if not loop.last }}\n {% endfor %}{{ ',' if add_columns and remove_columns }}\n\n {% for column in remove_columns %}\n drop column {{ column.name }}{{ ',' if not loop.last }}\n {% endfor %}\n\n {%- endset -%}\n\n {% do run_query(sql) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.3013802, "supported_languages": null}, "macro.dbt.resolve_model_name": {"name": "resolve_model_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.resolve_model_name", "macro_sql": "{% macro resolve_model_name(input_model_name) %}\n {{ return(adapter.dispatch('resolve_model_name', 'dbt')(input_model_name)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__resolve_model_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.3031511, "supported_languages": null}, "macro.dbt.default__resolve_model_name": {"name": "default__resolve_model_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.default__resolve_model_name", "macro_sql": "\n\n{%- macro default__resolve_model_name(input_model_name) -%}\n {{ input_model_name | string | replace('\"', '\\\"') }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.303314, "supported_languages": null}, "macro.dbt.build_ref_function": {"name": "build_ref_function", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.build_ref_function", "macro_sql": "{% macro build_ref_function(model) %}\n\n {%- set ref_dict = {} -%}\n {%- for _ref in model.refs -%}\n {% set _ref_args = [_ref.get('package'), _ref['name']] if _ref.get('package') else [_ref['name'],] %}\n {%- set resolved = ref(*_ref_args, v=_ref.get('version')) -%}\n {%- if _ref.get('version') -%}\n {% do _ref_args.extend([\"v\" ~ _ref['version']]) %}\n {%- endif -%}\n {%- do ref_dict.update({_ref_args | join('.'): resolve_model_name(resolved)}) -%}\n {%- endfor -%}\n\ndef ref(*args, **kwargs):\n refs = {{ ref_dict | tojson }}\n key = '.'.join(args)\n version = kwargs.get(\"v\") or kwargs.get(\"version\")\n if version:\n key += f\".v{version}\"\n dbt_load_df_function = kwargs.get(\"dbt_load_df_function\")\n return dbt_load_df_function(refs[key])\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.resolve_model_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.30417, "supported_languages": null}, "macro.dbt.build_source_function": {"name": "build_source_function", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.build_source_function", "macro_sql": "{% macro build_source_function(model) %}\n\n {%- set source_dict = {} -%}\n {%- for _source in model.sources -%}\n {%- set resolved = source(*_source) -%}\n {%- do source_dict.update({_source | join('.'): resolve_model_name(resolved)}) -%}\n {%- endfor -%}\n\ndef source(*args, dbt_load_df_function):\n sources = {{ source_dict | tojson }}\n key = '.'.join(args)\n return dbt_load_df_function(sources[key])\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.resolve_model_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.3046038, "supported_languages": null}, "macro.dbt.build_config_dict": {"name": "build_config_dict", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.build_config_dict", "macro_sql": "{% macro build_config_dict(model) %}\n {%- set config_dict = {} -%}\n {% set config_dbt_used = zip(model.config.config_keys_used, model.config.config_keys_defaults) | list %}\n {%- for key, default in config_dbt_used -%}\n {# weird type testing with enum, would be much easier to write this logic in Python! #}\n {%- if key == \"language\" -%}\n {%- set value = \"python\" -%}\n {%- endif -%}\n {%- set value = model.config.get(key, default) -%}\n {%- do config_dict.update({key: value}) -%}\n {%- endfor -%}\nconfig_dict = {{ config_dict }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.305213, "supported_languages": null}, "macro.dbt.py_script_postfix": {"name": "py_script_postfix", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.py_script_postfix", "macro_sql": "{% macro py_script_postfix(model) %}\n# This part is user provided model code\n# you will need to copy the next section to run the code\n# COMMAND ----------\n# this part is dbt logic for get ref work, do not modify\n\n{{ build_ref_function(model ) }}\n{{ build_source_function(model ) }}\n{{ build_config_dict(model) }}\n\nclass config:\n def __init__(self, *args, **kwargs):\n pass\n\n @staticmethod\n def get(key, default=None):\n return config_dict.get(key, default)\n\nclass this:\n \"\"\"dbt.this() or dbt.this.identifier\"\"\"\n database = \"{{ this.database }}\"\n schema = \"{{ this.schema }}\"\n identifier = \"{{ this.identifier }}\"\n {% set this_relation_name = resolve_model_name(this) %}\n def __repr__(self):\n return '{{ this_relation_name }}'\n\n\nclass dbtObj:\n def __init__(self, load_df_function) -> None:\n self.source = lambda *args: source(*args, dbt_load_df_function=load_df_function)\n self.ref = lambda *args, **kwargs: ref(*args, **kwargs, dbt_load_df_function=load_df_function)\n self.config = config\n self.this = this()\n self.is_incremental = {{ is_incremental() }}\n\n# COMMAND ----------\n{{py_script_comment()}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.build_ref_function", "macro.dbt.build_source_function", "macro.dbt.build_config_dict", "macro.dbt.resolve_model_name", "macro.dbt.is_incremental", "macro.dbt.py_script_comment"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.3057191, "supported_languages": null}, "macro.dbt.py_script_comment": {"name": "py_script_comment", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.py_script_comment", "macro_sql": "{%macro py_script_comment()%}\n{%endmacro%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.305793, "supported_languages": null}, "macro.dbt.test_unique": {"name": "test_unique", "resource_type": "macro", "package_name": "dbt", "path": "tests/generic/builtin.sql", "original_file_path": "tests/generic/builtin.sql", "unique_id": "macro.dbt.test_unique", "macro_sql": "{% test unique(model, column_name) %}\n {% set macro = adapter.dispatch('test_unique', 'dbt') %}\n {{ macro(model, column_name) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt.default__test_unique"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.30668, "supported_languages": null}, "macro.dbt.test_not_null": {"name": "test_not_null", "resource_type": "macro", "package_name": "dbt", "path": "tests/generic/builtin.sql", "original_file_path": "tests/generic/builtin.sql", "unique_id": "macro.dbt.test_not_null", "macro_sql": "{% test not_null(model, column_name) %}\n {% set macro = adapter.dispatch('test_not_null', 'dbt') %}\n {{ macro(model, column_name) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt.default__test_not_null"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.307015, "supported_languages": null}, "macro.dbt.test_accepted_values": {"name": "test_accepted_values", "resource_type": "macro", "package_name": "dbt", "path": "tests/generic/builtin.sql", "original_file_path": "tests/generic/builtin.sql", "unique_id": "macro.dbt.test_accepted_values", "macro_sql": "{% test accepted_values(model, column_name, values, quote=True) %}\n {% set macro = adapter.dispatch('test_accepted_values', 'dbt') %}\n {{ macro(model, column_name, values, quote) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt.default__test_accepted_values"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.307363, "supported_languages": null}, "macro.dbt.test_relationships": {"name": "test_relationships", "resource_type": "macro", "package_name": "dbt", "path": "tests/generic/builtin.sql", "original_file_path": "tests/generic/builtin.sql", "unique_id": "macro.dbt.test_relationships", "macro_sql": "{% test relationships(model, column_name, to, field) %}\n {% set macro = adapter.dispatch('test_relationships', 'dbt') %}\n {{ macro(model, column_name, to, field) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt.default__test_relationships"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.30768, "supported_languages": null}, "macro.dbt_utils.get_url_host": {"name": "get_url_host", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/web/get_url_host.sql", "original_file_path": "macros/web/get_url_host.sql", "unique_id": "macro.dbt_utils.get_url_host", "macro_sql": "{% macro get_url_host(field) -%}\n {{ return(adapter.dispatch('get_url_host', 'dbt_utils')(field)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_url_host"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.308119, "supported_languages": null}, "macro.dbt_utils.default__get_url_host": {"name": "default__get_url_host", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/web/get_url_host.sql", "original_file_path": "macros/web/get_url_host.sql", "unique_id": "macro.dbt_utils.default__get_url_host", "macro_sql": "{% macro default__get_url_host(field) -%}\n\n{%- set parsed =\n dbt.split_part(\n dbt.split_part(\n dbt.replace(\n dbt.replace(\n dbt.replace(field, \"'android-app://'\", \"''\"\n ), \"'http://'\", \"''\"\n ), \"'https://'\", \"''\"\n ), \"'/'\", 1\n ), \"'?'\", 1\n )\n\n-%}\n\n\n {{ dbt.safe_cast(\n parsed,\n dbt.type_string()\n )}}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.split_part", "macro.dbt.replace", "macro.dbt.safe_cast", "macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.308703, "supported_languages": null}, "macro.dbt_utils.get_url_path": {"name": "get_url_path", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/web/get_url_path.sql", "original_file_path": "macros/web/get_url_path.sql", "unique_id": "macro.dbt_utils.get_url_path", "macro_sql": "{% macro get_url_path(field) -%}\n {{ return(adapter.dispatch('get_url_path', 'dbt_utils')(field)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_url_path"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.309197, "supported_languages": null}, "macro.dbt_utils.default__get_url_path": {"name": "default__get_url_path", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/web/get_url_path.sql", "original_file_path": "macros/web/get_url_path.sql", "unique_id": "macro.dbt_utils.default__get_url_path", "macro_sql": "{% macro default__get_url_path(field) -%}\n\n {%- set stripped_url =\n dbt.replace(\n dbt.replace(field, \"'http://'\", \"''\"), \"'https://'\", \"''\")\n -%}\n\n {%- set first_slash_pos -%}\n coalesce(\n nullif({{ dbt.position(\"'/'\", stripped_url) }}, 0),\n {{ dbt.position(\"'?'\", stripped_url) }} - 1\n )\n {%- endset -%}\n\n {%- set parsed_path =\n dbt.split_part(\n dbt.right(\n stripped_url,\n dbt.length(stripped_url) ~ \"-\" ~ first_slash_pos\n ),\n \"'?'\", 1\n )\n -%}\n\n {{ dbt.safe_cast(\n parsed_path,\n dbt.type_string()\n )}}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.replace", "macro.dbt.position", "macro.dbt.split_part", "macro.dbt.right", "macro.dbt.length", "macro.dbt.safe_cast", "macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.309868, "supported_languages": null}, "macro.dbt_utils.get_url_parameter": {"name": "get_url_parameter", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/web/get_url_parameter.sql", "original_file_path": "macros/web/get_url_parameter.sql", "unique_id": "macro.dbt_utils.get_url_parameter", "macro_sql": "{% macro get_url_parameter(field, url_parameter) -%}\n {{ return(adapter.dispatch('get_url_parameter', 'dbt_utils')(field, url_parameter)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_url_parameter"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.31019, "supported_languages": null}, "macro.dbt_utils.default__get_url_parameter": {"name": "default__get_url_parameter", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/web/get_url_parameter.sql", "original_file_path": "macros/web/get_url_parameter.sql", "unique_id": "macro.dbt_utils.default__get_url_parameter", "macro_sql": "{% macro default__get_url_parameter(field, url_parameter) -%}\n\n{%- set formatted_url_parameter = \"'\" + url_parameter + \"='\" -%}\n\n{%- set split = dbt.split_part(dbt.split_part(field, formatted_url_parameter, 2), \"'&'\", 1) -%}\n\nnullif({{ split }},'')\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.split_part"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.3105159, "supported_languages": null}, "macro.dbt_utils.test_fewer_rows_than": {"name": "test_fewer_rows_than", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/fewer_rows_than.sql", "original_file_path": "macros/generic_tests/fewer_rows_than.sql", "unique_id": "macro.dbt_utils.test_fewer_rows_than", "macro_sql": "{% test fewer_rows_than(model, compare_model, group_by_columns = []) %}\n {{ return(adapter.dispatch('test_fewer_rows_than', 'dbt_utils')(model, compare_model, group_by_columns)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_fewer_rows_than"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.311615, "supported_languages": null}, "macro.dbt_utils.default__test_fewer_rows_than": {"name": "default__test_fewer_rows_than", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/fewer_rows_than.sql", "original_file_path": "macros/generic_tests/fewer_rows_than.sql", "unique_id": "macro.dbt_utils.default__test_fewer_rows_than", "macro_sql": "{% macro default__test_fewer_rows_than(model, compare_model, group_by_columns) %}\n\n{{ config(fail_calc = 'sum(coalesce(row_count_delta, 0))') }}\n\n{% if group_by_columns|length() > 0 %}\n {% set select_gb_cols = group_by_columns|join(' ,') + ', ' %}\n {% set join_gb_cols %}\n {% for c in group_by_columns %}\n and a.{{c}} = b.{{c}}\n {% endfor %}\n {% endset %}\n {% set groupby_gb_cols = 'group by ' + group_by_columns|join(',') %}\n{% endif %}\n\n{#-- We must add a fake join key in case additional grouping variables are not provided --#}\n{#-- Redshift does not allow for dynamically created join conditions (e.g. full join on 1 = 1 --#}\n{#-- The same logic is used in equal_rowcount. In case of changes, maintain consistent logic --#}\n{% set group_by_columns = ['id_dbtutils_test_fewer_rows_than'] + group_by_columns %}\n{% set groupby_gb_cols = 'group by ' + group_by_columns|join(',') %}\n\n\nwith a as (\n\n select \n {{select_gb_cols}}\n 1 as id_dbtutils_test_fewer_rows_than,\n count(*) as count_our_model \n from {{ model }}\n {{ groupby_gb_cols }}\n\n),\nb as (\n\n select \n {{select_gb_cols}}\n 1 as id_dbtutils_test_fewer_rows_than,\n count(*) as count_comparison_model \n from {{ compare_model }}\n {{ groupby_gb_cols }}\n\n),\ncounts as (\n\n select\n\n {% for c in group_by_columns -%}\n a.{{c}} as {{c}}_a,\n b.{{c}} as {{c}}_b,\n {% endfor %}\n\n count_our_model,\n count_comparison_model\n from a\n full join b on \n a.id_dbtutils_test_fewer_rows_than = b.id_dbtutils_test_fewer_rows_than\n {{ join_gb_cols }}\n\n),\nfinal as (\n\n select *,\n case\n -- fail the test if we have more rows than the reference model and return the row count delta\n when count_our_model > count_comparison_model then (count_our_model - count_comparison_model)\n -- fail the test if they are the same number\n when count_our_model = count_comparison_model then 1\n -- pass the test if the delta is positive (i.e. return the number 0)\n else 0\n end as row_count_delta\n from counts\n\n)\n\nselect * from final\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.312654, "supported_languages": null}, "macro.dbt_utils.test_equal_rowcount": {"name": "test_equal_rowcount", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/equal_rowcount.sql", "original_file_path": "macros/generic_tests/equal_rowcount.sql", "unique_id": "macro.dbt_utils.test_equal_rowcount", "macro_sql": "{% test equal_rowcount(model, compare_model, group_by_columns = []) %}\n {{ return(adapter.dispatch('test_equal_rowcount', 'dbt_utils')(model, compare_model, group_by_columns)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_equal_rowcount"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.313531, "supported_languages": null}, "macro.dbt_utils.default__test_equal_rowcount": {"name": "default__test_equal_rowcount", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/equal_rowcount.sql", "original_file_path": "macros/generic_tests/equal_rowcount.sql", "unique_id": "macro.dbt_utils.default__test_equal_rowcount", "macro_sql": "{% macro default__test_equal_rowcount(model, compare_model, group_by_columns) %}\n\n{#-- Needs to be set at parse time, before we return '' below --#}\n{{ config(fail_calc = 'sum(coalesce(diff_count, 0))') }}\n\n{#-- Prevent querying of db in parsing mode. This works because this macro does not create any new refs. #}\n{%- if not execute -%}\n {{ return('') }}\n{% endif %}\n\n{% if group_by_columns|length() > 0 %}\n {% set select_gb_cols = group_by_columns|join(', ') + ', ' %}\n {% set join_gb_cols %}\n {% for c in group_by_columns %}\n and a.{{c}} = b.{{c}}\n {% endfor %}\n {% endset %}\n {% set groupby_gb_cols = 'group by ' + group_by_columns|join(',') %}\n{% endif %}\n\n{#-- We must add a fake join key in case additional grouping variables are not provided --#}\n{#-- Redshift does not allow for dynamically created join conditions (e.g. full join on 1 = 1 --#}\n{#-- The same logic is used in fewer_rows_than. In case of changes, maintain consistent logic --#}\n{% set group_by_columns = ['id_dbtutils_test_equal_rowcount'] + group_by_columns %}\n{% set groupby_gb_cols = 'group by ' + group_by_columns|join(',') %}\n\nwith a as (\n\n select \n {{select_gb_cols}}\n 1 as id_dbtutils_test_equal_rowcount,\n count(*) as count_a \n from {{ model }}\n {{groupby_gb_cols}}\n\n\n),\nb as (\n\n select \n {{select_gb_cols}}\n 1 as id_dbtutils_test_equal_rowcount,\n count(*) as count_b \n from {{ compare_model }}\n {{groupby_gb_cols}}\n\n),\nfinal as (\n\n select\n \n {% for c in group_by_columns -%}\n a.{{c}} as {{c}}_a,\n b.{{c}} as {{c}}_b,\n {% endfor %}\n\n count_a,\n count_b,\n abs(count_a - count_b) as diff_count\n\n from a\n full join b\n on\n a.id_dbtutils_test_equal_rowcount = b.id_dbtutils_test_equal_rowcount\n {{join_gb_cols}}\n\n\n)\n\nselect * from final\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.314622, "supported_languages": null}, "macro.dbt_utils.test_relationships_where": {"name": "test_relationships_where", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/relationships_where.sql", "original_file_path": "macros/generic_tests/relationships_where.sql", "unique_id": "macro.dbt_utils.test_relationships_where", "macro_sql": "{% test relationships_where(model, column_name, to, field, from_condition=\"1=1\", to_condition=\"1=1\") %}\n {{ return(adapter.dispatch('test_relationships_where', 'dbt_utils')(model, column_name, to, field, from_condition, to_condition)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_relationships_where"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.315307, "supported_languages": null}, "macro.dbt_utils.default__test_relationships_where": {"name": "default__test_relationships_where", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/relationships_where.sql", "original_file_path": "macros/generic_tests/relationships_where.sql", "unique_id": "macro.dbt_utils.default__test_relationships_where", "macro_sql": "{% macro default__test_relationships_where(model, column_name, to, field, from_condition=\"1=1\", to_condition=\"1=1\") %}\n\n{# T-SQL has no boolean data type so we use 1=1 which returns TRUE #}\n{# ref https://stackoverflow.com/a/7170753/3842610 #}\n\nwith left_table as (\n\n select\n {{column_name}} as id\n\n from {{model}}\n\n where {{column_name}} is not null\n and {{from_condition}}\n\n),\n\nright_table as (\n\n select\n {{field}} as id\n\n from {{to}}\n\n where {{field}} is not null\n and {{to_condition}}\n\n),\n\nexceptions as (\n\n select\n left_table.id,\n right_table.id as right_id\n\n from left_table\n\n left join right_table\n on left_table.id = right_table.id\n\n where right_table.id is null\n\n)\n\nselect * from exceptions\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.315657, "supported_languages": null}, "macro.dbt_utils.test_recency": {"name": "test_recency", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/recency.sql", "original_file_path": "macros/generic_tests/recency.sql", "unique_id": "macro.dbt_utils.test_recency", "macro_sql": "{% test recency(model, field, datepart, interval, ignore_time_component=False, group_by_columns = []) %}\n {{ return(adapter.dispatch('test_recency', 'dbt_utils')(model, field, datepart, interval, ignore_time_component, group_by_columns)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_recency"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.316541, "supported_languages": null}, "macro.dbt_utils.default__test_recency": {"name": "default__test_recency", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/recency.sql", "original_file_path": "macros/generic_tests/recency.sql", "unique_id": "macro.dbt_utils.default__test_recency", "macro_sql": "{% macro default__test_recency(model, field, datepart, interval, ignore_time_component, group_by_columns) %}\n\n{% set threshold = 'cast(' ~ dbt.dateadd(datepart, interval * -1, dbt.current_timestamp()) ~ ' as ' ~ ('date' if ignore_time_component else dbt.type_timestamp()) ~ ')' %}\n\n{% if group_by_columns|length() > 0 %}\n {% set select_gb_cols = group_by_columns|join(' ,') + ', ' %}\n {% set groupby_gb_cols = 'group by ' + group_by_columns|join(',') %}\n{% endif %}\n\n\nwith recency as (\n\n select \n\n {{ select_gb_cols }}\n {% if ignore_time_component %}\n cast(max({{ field }}) as date) as most_recent\n {%- else %}\n max({{ field }}) as most_recent\n {%- endif %}\n\n from {{ model }}\n\n {{ groupby_gb_cols }}\n\n)\n\nselect\n\n {{ select_gb_cols }}\n most_recent,\n {{ threshold }} as threshold\n\nfrom recency\nwhere most_recent < {{ threshold }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.dateadd", "macro.dbt.current_timestamp", "macro.dbt.type_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.317506, "supported_languages": null}, "macro.dbt_utils.test_not_constant": {"name": "test_not_constant", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_constant.sql", "original_file_path": "macros/generic_tests/not_constant.sql", "unique_id": "macro.dbt_utils.test_not_constant", "macro_sql": "{% test not_constant(model, column_name, group_by_columns = []) %}\n {{ return(adapter.dispatch('test_not_constant', 'dbt_utils')(model, column_name, group_by_columns)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_not_constant"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.318003, "supported_languages": null}, "macro.dbt_utils.default__test_not_constant": {"name": "default__test_not_constant", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_constant.sql", "original_file_path": "macros/generic_tests/not_constant.sql", "unique_id": "macro.dbt_utils.default__test_not_constant", "macro_sql": "{% macro default__test_not_constant(model, column_name, group_by_columns) %}\n\n{% if group_by_columns|length() > 0 %}\n {% set select_gb_cols = group_by_columns|join(' ,') + ', ' %}\n {% set groupby_gb_cols = 'group by ' + group_by_columns|join(',') %}\n{% endif %}\n\n\nselect\n {# In TSQL, subquery aggregate columns need aliases #}\n {# thus: a filler col name, 'filler_column' #}\n {{select_gb_cols}}\n count(distinct {{ column_name }}) as filler_column\n\nfrom {{ model }}\n\n {{groupby_gb_cols}}\n\nhaving count(distinct {{ column_name }}) = 1\n\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.3184938, "supported_languages": null}, "macro.dbt_utils.test_accepted_range": {"name": "test_accepted_range", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/accepted_range.sql", "original_file_path": "macros/generic_tests/accepted_range.sql", "unique_id": "macro.dbt_utils.test_accepted_range", "macro_sql": "{% test accepted_range(model, column_name, min_value=none, max_value=none, inclusive=true) %}\n {{ return(adapter.dispatch('test_accepted_range', 'dbt_utils')(model, column_name, min_value, max_value, inclusive)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_accepted_range"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.319144, "supported_languages": null}, "macro.dbt_utils.default__test_accepted_range": {"name": "default__test_accepted_range", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/accepted_range.sql", "original_file_path": "macros/generic_tests/accepted_range.sql", "unique_id": "macro.dbt_utils.default__test_accepted_range", "macro_sql": "{% macro default__test_accepted_range(model, column_name, min_value=none, max_value=none, inclusive=true) %}\n\nwith meet_condition as(\n select *\n from {{ model }}\n),\n\nvalidation_errors as (\n select *\n from meet_condition\n where\n -- never true, defaults to an empty result set. Exists to ensure any combo of the `or` clauses below succeeds\n 1 = 2\n\n {%- if min_value is not none %}\n -- records with a value >= min_value are permitted. The `not` flips this to find records that don't meet the rule.\n or not {{ column_name }} > {{- \"=\" if inclusive }} {{ min_value }}\n {%- endif %}\n\n {%- if max_value is not none %}\n -- records with a value <= max_value are permitted. The `not` flips this to find records that don't meet the rule.\n or not {{ column_name }} < {{- \"=\" if inclusive }} {{ max_value }}\n {%- endif %}\n)\n\nselect *\nfrom validation_errors\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.3196511, "supported_languages": null}, "macro.dbt_utils.test_not_accepted_values": {"name": "test_not_accepted_values", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_accepted_values.sql", "original_file_path": "macros/generic_tests/not_accepted_values.sql", "unique_id": "macro.dbt_utils.test_not_accepted_values", "macro_sql": "{% test not_accepted_values(model, column_name, values, quote=True) %}\n {{ return(adapter.dispatch('test_not_accepted_values', 'dbt_utils')(model, column_name, values, quote)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_not_accepted_values"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.320229, "supported_languages": null}, "macro.dbt_utils.default__test_not_accepted_values": {"name": "default__test_not_accepted_values", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_accepted_values.sql", "original_file_path": "macros/generic_tests/not_accepted_values.sql", "unique_id": "macro.dbt_utils.default__test_not_accepted_values", "macro_sql": "{% macro default__test_not_accepted_values(model, column_name, values, quote=True) %}\nwith all_values as (\n\n select distinct\n {{ column_name }} as value_field\n\n from {{ model }}\n\n),\n\nvalidation_errors as (\n\n select\n value_field\n\n from all_values\n where value_field in (\n {% for value in values -%}\n {% if quote -%}\n '{{ value }}'\n {%- else -%}\n {{ value }}\n {%- endif -%}\n {%- if not loop.last -%},{%- endif %}\n {%- endfor %}\n )\n\n)\n\nselect *\nfrom validation_errors\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.320738, "supported_languages": null}, "macro.dbt_utils.test_at_least_one": {"name": "test_at_least_one", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/at_least_one.sql", "original_file_path": "macros/generic_tests/at_least_one.sql", "unique_id": "macro.dbt_utils.test_at_least_one", "macro_sql": "{% test at_least_one(model, column_name, group_by_columns = []) %}\n {{ return(adapter.dispatch('test_at_least_one', 'dbt_utils')(model, column_name, group_by_columns)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_at_least_one"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.321433, "supported_languages": null}, "macro.dbt_utils.default__test_at_least_one": {"name": "default__test_at_least_one", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/at_least_one.sql", "original_file_path": "macros/generic_tests/at_least_one.sql", "unique_id": "macro.dbt_utils.default__test_at_least_one", "macro_sql": "{% macro default__test_at_least_one(model, column_name, group_by_columns) %}\n\n{% set pruned_cols = [column_name] %}\n\n{% if group_by_columns|length() > 0 %}\n\n {% set select_gb_cols = group_by_columns|join(' ,') + ', ' %}\n {% set groupby_gb_cols = 'group by ' + group_by_columns|join(',') %}\n {% set pruned_cols = group_by_columns %}\n\n {% if column_name not in pruned_cols %}\n {% do pruned_cols.append(column_name) %}\n {% endif %}\n\n{% endif %}\n\n{% set select_pruned_cols = pruned_cols|join(' ,') %}\n\nselect *\nfrom (\n with pruned_rows as (\n select\n {{ select_pruned_cols }}\n from {{ model }}\n where {{ column_name }} is not null\n limit 1\n )\n select\n {# In TSQL, subquery aggregate columns need aliases #}\n {# thus: a filler col name, 'filler_column' #}\n {{select_gb_cols}}\n count({{ column_name }}) as filler_column\n\n from pruned_rows\n\n {{groupby_gb_cols}}\n\n having count({{ column_name }}) = 0\n\n) validation_errors\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.322268, "supported_languages": null}, "macro.dbt_utils.test_unique_combination_of_columns": {"name": "test_unique_combination_of_columns", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/unique_combination_of_columns.sql", "original_file_path": "macros/generic_tests/unique_combination_of_columns.sql", "unique_id": "macro.dbt_utils.test_unique_combination_of_columns", "macro_sql": "{% test unique_combination_of_columns(model, combination_of_columns, quote_columns=false) %}\n {{ return(adapter.dispatch('test_unique_combination_of_columns', 'dbt_utils')(model, combination_of_columns, quote_columns)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_unique_combination_of_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.322933, "supported_languages": null}, "macro.dbt_utils.default__test_unique_combination_of_columns": {"name": "default__test_unique_combination_of_columns", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/unique_combination_of_columns.sql", "original_file_path": "macros/generic_tests/unique_combination_of_columns.sql", "unique_id": "macro.dbt_utils.default__test_unique_combination_of_columns", "macro_sql": "{% macro default__test_unique_combination_of_columns(model, combination_of_columns, quote_columns=false) %}\n\n{% if not quote_columns %}\n {%- set column_list=combination_of_columns %}\n{% elif quote_columns %}\n {%- set column_list=[] %}\n {% for column in combination_of_columns -%}\n {% set column_list = column_list.append( adapter.quote(column) ) %}\n {%- endfor %}\n{% else %}\n {{ exceptions.raise_compiler_error(\n \"`quote_columns` argument for unique_combination_of_columns test must be one of [True, False] Got: '\" ~ quote ~\"'.'\"\n ) }}\n{% endif %}\n\n{%- set columns_csv=column_list | join(', ') %}\n\n\nwith validation_errors as (\n\n select\n {{ columns_csv }}\n from {{ model }}\n group by {{ columns_csv }}\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.323647, "supported_languages": null}, "macro.dbt_utils.test_cardinality_equality": {"name": "test_cardinality_equality", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/cardinality_equality.sql", "original_file_path": "macros/generic_tests/cardinality_equality.sql", "unique_id": "macro.dbt_utils.test_cardinality_equality", "macro_sql": "{% test cardinality_equality(model, column_name, to, field) %}\n {{ return(adapter.dispatch('test_cardinality_equality', 'dbt_utils')(model, column_name, to, field)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_cardinality_equality"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.324266, "supported_languages": null}, "macro.dbt_utils.default__test_cardinality_equality": {"name": "default__test_cardinality_equality", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/cardinality_equality.sql", "original_file_path": "macros/generic_tests/cardinality_equality.sql", "unique_id": "macro.dbt_utils.default__test_cardinality_equality", "macro_sql": "{% macro default__test_cardinality_equality(model, column_name, to, field) %}\n\n{# T-SQL does not let you use numbers as aliases for columns #}\n{# Thus, no \"GROUP BY 1\" #}\n\nwith table_a as (\nselect\n {{ column_name }},\n count(*) as num_rows\nfrom {{ model }}\ngroup by {{ column_name }}\n),\n\ntable_b as (\nselect\n {{ field }},\n count(*) as num_rows\nfrom {{ to }}\ngroup by {{ field }}\n),\n\nexcept_a as (\n select *\n from table_a\n {{ dbt.except() }}\n select *\n from table_b\n),\n\nexcept_b as (\n select *\n from table_b\n {{ dbt.except() }}\n select *\n from table_a\n),\n\nunioned as (\n select *\n from except_a\n union all\n select *\n from except_b\n)\n\nselect *\nfrom unioned\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.except"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.324637, "supported_languages": null}, "macro.dbt_utils.test_expression_is_true": {"name": "test_expression_is_true", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/expression_is_true.sql", "original_file_path": "macros/generic_tests/expression_is_true.sql", "unique_id": "macro.dbt_utils.test_expression_is_true", "macro_sql": "{% test expression_is_true(model, expression, column_name=None) %}\n {{ return(adapter.dispatch('test_expression_is_true', 'dbt_utils')(model, expression, column_name)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_expression_is_true"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.325058, "supported_languages": null}, "macro.dbt_utils.default__test_expression_is_true": {"name": "default__test_expression_is_true", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/expression_is_true.sql", "original_file_path": "macros/generic_tests/expression_is_true.sql", "unique_id": "macro.dbt_utils.default__test_expression_is_true", "macro_sql": "{% macro default__test_expression_is_true(model, expression, column_name) %}\n\n{% set column_list = '*' if should_store_failures() else \"1\" %}\n\nselect\n {{ column_list }}\nfrom {{ model }}\n{% if column_name is none %}\nwhere not({{ expression }})\n{%- else %}\nwhere not({{ column_name }} {{ expression }})\n{%- endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.should_store_failures"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.325438, "supported_languages": null}, "macro.dbt_utils.test_not_null_proportion": {"name": "test_not_null_proportion", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_null_proportion.sql", "original_file_path": "macros/generic_tests/not_null_proportion.sql", "unique_id": "macro.dbt_utils.test_not_null_proportion", "macro_sql": "{% macro test_not_null_proportion(model, group_by_columns = []) %}\n {{ return(adapter.dispatch('test_not_null_proportion', 'dbt_utils')(model, group_by_columns, **kwargs)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_not_null_proportion"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.3261151, "supported_languages": null}, "macro.dbt_utils.default__test_not_null_proportion": {"name": "default__test_not_null_proportion", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_null_proportion.sql", "original_file_path": "macros/generic_tests/not_null_proportion.sql", "unique_id": "macro.dbt_utils.default__test_not_null_proportion", "macro_sql": "{% macro default__test_not_null_proportion(model, group_by_columns) %}\n\n{% set column_name = kwargs.get('column_name', kwargs.get('arg')) %}\n{% set at_least = kwargs.get('at_least', kwargs.get('arg')) %}\n{% set at_most = kwargs.get('at_most', kwargs.get('arg', 1)) %}\n\n{% if group_by_columns|length() > 0 %}\n {% set select_gb_cols = group_by_columns|join(' ,') + ', ' %}\n {% set groupby_gb_cols = 'group by ' + group_by_columns|join(',') %}\n{% endif %}\n\nwith validation as (\n select\n {{select_gb_cols}}\n sum(case when {{ column_name }} is null then 0 else 1 end) / cast(count(*) as numeric) as not_null_proportion\n from {{ model }}\n {{groupby_gb_cols}}\n),\nvalidation_errors as (\n select\n {{select_gb_cols}}\n not_null_proportion\n from validation\n where not_null_proportion < {{ at_least }} or not_null_proportion > {{ at_most }}\n)\nselect\n *\nfrom validation_errors\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.326993, "supported_languages": null}, "macro.dbt_utils.test_sequential_values": {"name": "test_sequential_values", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/sequential_values.sql", "original_file_path": "macros/generic_tests/sequential_values.sql", "unique_id": "macro.dbt_utils.test_sequential_values", "macro_sql": "{% test sequential_values(model, column_name, interval=1, datepart=None, group_by_columns = []) %}\n\n {{ return(adapter.dispatch('test_sequential_values', 'dbt_utils')(model, column_name, interval, datepart, group_by_columns)) }}\n\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_sequential_values"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.327934, "supported_languages": null}, "macro.dbt_utils.default__test_sequential_values": {"name": "default__test_sequential_values", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/sequential_values.sql", "original_file_path": "macros/generic_tests/sequential_values.sql", "unique_id": "macro.dbt_utils.default__test_sequential_values", "macro_sql": "{% macro default__test_sequential_values(model, column_name, interval=1, datepart=None, group_by_columns = []) %}\n\n{% set previous_column_name = \"previous_\" ~ dbt_utils.slugify(column_name) %}\n\n{% if group_by_columns|length() > 0 %}\n {% set select_gb_cols = group_by_columns|join(',') + ', ' %}\n {% set partition_gb_cols = 'partition by ' + group_by_columns|join(',') %}\n{% endif %}\n\nwith windowed as (\n\n select\n {{ select_gb_cols }}\n {{ column_name }},\n lag({{ column_name }}) over (\n {{partition_gb_cols}}\n order by {{ column_name }}\n ) as {{ previous_column_name }}\n from {{ model }}\n),\n\nvalidation_errors as (\n select\n *\n from windowed\n {% if datepart %}\n where not(cast({{ column_name }} as {{ dbt.type_timestamp() }})= cast({{ dbt.dateadd(datepart, interval, previous_column_name) }} as {{ dbt.type_timestamp() }}))\n {% else %}\n where not({{ column_name }} = {{ previous_column_name }} + {{ interval }})\n {% endif %}\n)\n\nselect *\nfrom validation_errors\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.slugify", "macro.dbt.type_timestamp", "macro.dbt.dateadd"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.328897, "supported_languages": null}, "macro.dbt_utils.test_equality": {"name": "test_equality", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/equality.sql", "original_file_path": "macros/generic_tests/equality.sql", "unique_id": "macro.dbt_utils.test_equality", "macro_sql": "{% test equality(model, compare_model, compare_columns=None) %}\n {{ return(adapter.dispatch('test_equality', 'dbt_utils')(model, compare_model, compare_columns)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_equality"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.329675, "supported_languages": null}, "macro.dbt_utils.default__test_equality": {"name": "default__test_equality", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/equality.sql", "original_file_path": "macros/generic_tests/equality.sql", "unique_id": "macro.dbt_utils.default__test_equality", "macro_sql": "{% macro default__test_equality(model, compare_model, compare_columns=None) %}\n\n{% set set_diff %}\n count(*) + coalesce(abs(\n sum(case when which_diff = 'a_minus_b' then 1 else 0 end) -\n sum(case when which_diff = 'b_minus_a' then 1 else 0 end)\n ), 0)\n{% endset %}\n\n{#-- Needs to be set at parse time, before we return '' below --#}\n{{ config(fail_calc = set_diff) }}\n\n{#-- Prevent querying of db in parsing mode. This works because this macro does not create any new refs. #}\n{%- if not execute -%}\n {{ return('') }}\n{% endif %}\n\n-- setup\n{%- do dbt_utils._is_relation(model, 'test_equality') -%}\n\n{#-\nIf the compare_cols arg is provided, we can run this test without querying the\ninformation schema\u00a0\u2014 this allows the model to be an ephemeral model\n-#}\n\n{%- if not compare_columns -%}\n {%- do dbt_utils._is_ephemeral(model, 'test_equality') -%}\n {%- set compare_columns = adapter.get_columns_in_relation(model) | map(attribute='quoted') -%}\n{%- endif -%}\n\n{% set compare_cols_csv = compare_columns | join(', ') %}\n\nwith a as (\n\n select * from {{ model }}\n\n),\n\nb as (\n\n select * from {{ compare_model }}\n\n),\n\na_minus_b as (\n\n select {{compare_cols_csv}} from a\n {{ dbt.except() }}\n select {{compare_cols_csv}} from b\n\n),\n\nb_minus_a as (\n\n select {{compare_cols_csv}} from b\n {{ dbt.except() }}\n select {{compare_cols_csv}} from a\n\n),\n\nunioned as (\n\n select 'a_minus_b' as which_diff, a_minus_b.* from a_minus_b\n union all\n select 'b_minus_a' as which_diff, b_minus_a.* from b_minus_a\n\n)\n\nselect * from unioned\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils._is_relation", "macro.dbt_utils._is_ephemeral", "macro.dbt.except"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.330612, "supported_languages": null}, "macro.dbt_utils.test_not_empty_string": {"name": "test_not_empty_string", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_empty_string.sql", "original_file_path": "macros/generic_tests/not_empty_string.sql", "unique_id": "macro.dbt_utils.test_not_empty_string", "macro_sql": "{% test not_empty_string(model, column_name, trim_whitespace=true) %}\n\n {{ return(adapter.dispatch('test_not_empty_string', 'dbt_utils')(model, column_name, trim_whitespace)) }}\n\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_not_empty_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.331163, "supported_languages": null}, "macro.dbt_utils.default__test_not_empty_string": {"name": "default__test_not_empty_string", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_empty_string.sql", "original_file_path": "macros/generic_tests/not_empty_string.sql", "unique_id": "macro.dbt_utils.default__test_not_empty_string", "macro_sql": "{% macro default__test_not_empty_string(model, column_name, trim_whitespace=true) %}\n\n with\n \n all_values as (\n\n select \n\n\n {% if trim_whitespace == true -%}\n\n trim({{ column_name }}) as {{ column_name }}\n\n {%- else -%}\n\n {{ column_name }}\n\n {%- endif %}\n \n from {{ model }}\n\n ),\n\n errors as (\n\n select * from all_values\n where {{ column_name }} = ''\n\n )\n\n select * from errors\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.331478, "supported_languages": null}, "macro.dbt_utils.test_mutually_exclusive_ranges": {"name": "test_mutually_exclusive_ranges", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/mutually_exclusive_ranges.sql", "original_file_path": "macros/generic_tests/mutually_exclusive_ranges.sql", "unique_id": "macro.dbt_utils.test_mutually_exclusive_ranges", "macro_sql": "{% test mutually_exclusive_ranges(model, lower_bound_column, upper_bound_column, partition_by=None, gaps='allowed', zero_length_range_allowed=False) %}\n {{ return(adapter.dispatch('test_mutually_exclusive_ranges', 'dbt_utils')(model, lower_bound_column, upper_bound_column, partition_by, gaps, zero_length_range_allowed)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_mutually_exclusive_ranges"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.335177, "supported_languages": null}, "macro.dbt_utils.default__test_mutually_exclusive_ranges": {"name": "default__test_mutually_exclusive_ranges", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/mutually_exclusive_ranges.sql", "original_file_path": "macros/generic_tests/mutually_exclusive_ranges.sql", "unique_id": "macro.dbt_utils.default__test_mutually_exclusive_ranges", "macro_sql": "{% macro default__test_mutually_exclusive_ranges(model, lower_bound_column, upper_bound_column, partition_by=None, gaps='allowed', zero_length_range_allowed=False) %}\n{% if gaps == 'not_allowed' %}\n {% set allow_gaps_operator='=' %}\n {% set allow_gaps_operator_in_words='equal_to' %}\n{% elif gaps == 'allowed' %}\n {% set allow_gaps_operator='<=' %}\n {% set allow_gaps_operator_in_words='less_than_or_equal_to' %}\n{% elif gaps == 'required' %}\n {% set allow_gaps_operator='<' %}\n {% set allow_gaps_operator_in_words='less_than' %}\n{% else %}\n {{ exceptions.raise_compiler_error(\n \"`gaps` argument for mutually_exclusive_ranges test must be one of ['not_allowed', 'allowed', 'required'] Got: '\" ~ gaps ~\"'.'\"\n ) }}\n{% endif %}\n{% if not zero_length_range_allowed %}\n {% set allow_zero_length_operator='<' %}\n {% set allow_zero_length_operator_in_words='less_than' %}\n{% elif zero_length_range_allowed %}\n {% set allow_zero_length_operator='<=' %}\n {% set allow_zero_length_operator_in_words='less_than_or_equal_to' %}\n{% else %}\n {{ exceptions.raise_compiler_error(\n \"`zero_length_range_allowed` argument for mutually_exclusive_ranges test must be one of [true, false] Got: '\" ~ zero_length_range_allowed ~\"'.'\"\n ) }}\n{% endif %}\n\n{% set partition_clause=\"partition by \" ~ partition_by if partition_by else '' %}\n\nwith window_functions as (\n\n select\n {% if partition_by %}\n {{ partition_by }} as partition_by_col,\n {% endif %}\n {{ lower_bound_column }} as lower_bound,\n {{ upper_bound_column }} as upper_bound,\n\n lead({{ lower_bound_column }}) over (\n {{ partition_clause }}\n order by {{ lower_bound_column }}, {{ upper_bound_column }}\n ) as next_lower_bound,\n\n row_number() over (\n {{ partition_clause }}\n order by {{ lower_bound_column }} desc, {{ upper_bound_column }} desc\n ) = 1 as is_last_record\n\n from {{ model }}\n\n),\n\ncalc as (\n -- We want to return records where one of our assumptions fails, so we'll use\n -- the `not` function with `and` statements so we can write our assumptions more cleanly\n select\n *,\n\n -- For each record: lower_bound should be < upper_bound.\n -- Coalesce it to return an error on the null case (implicit assumption\n -- these columns are not_null)\n coalesce(\n lower_bound {{ allow_zero_length_operator }} upper_bound,\n false\n ) as lower_bound_{{ allow_zero_length_operator_in_words }}_upper_bound,\n\n -- For each record: upper_bound {{ allow_gaps_operator }} the next lower_bound.\n -- Coalesce it to handle null cases for the last record.\n coalesce(\n upper_bound {{ allow_gaps_operator }} next_lower_bound,\n is_last_record,\n false\n ) as upper_bound_{{ allow_gaps_operator_in_words }}_next_lower_bound\n\n from window_functions\n\n),\n\nvalidation_errors as (\n\n select\n *\n from calc\n\n where not(\n -- THE FOLLOWING SHOULD BE TRUE --\n lower_bound_{{ allow_zero_length_operator_in_words }}_upper_bound\n and upper_bound_{{ allow_gaps_operator_in_words }}_next_lower_bound\n )\n)\n\nselect * from validation_errors\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.336865, "supported_languages": null}, "macro.dbt_utils.pretty_log_format": {"name": "pretty_log_format", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/pretty_log_format.sql", "original_file_path": "macros/jinja_helpers/pretty_log_format.sql", "unique_id": "macro.dbt_utils.pretty_log_format", "macro_sql": "{% macro pretty_log_format(message) %}\n {{ return(adapter.dispatch('pretty_log_format', 'dbt_utils')(message)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__pretty_log_format"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.337152, "supported_languages": null}, "macro.dbt_utils.default__pretty_log_format": {"name": "default__pretty_log_format", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/pretty_log_format.sql", "original_file_path": "macros/jinja_helpers/pretty_log_format.sql", "unique_id": "macro.dbt_utils.default__pretty_log_format", "macro_sql": "{% macro default__pretty_log_format(message) %}\n {{ return( dbt_utils.pretty_time() ~ ' + ' ~ message) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.pretty_time"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.3373282, "supported_languages": null}, "macro.dbt_utils._is_relation": {"name": "_is_relation", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/_is_relation.sql", "original_file_path": "macros/jinja_helpers/_is_relation.sql", "unique_id": "macro.dbt_utils._is_relation", "macro_sql": "{% macro _is_relation(obj, macro) %}\n {%- if not (obj is mapping and obj.get('metadata', {}).get('type', '').endswith('Relation')) -%}\n {%- do exceptions.raise_compiler_error(\"Macro \" ~ macro ~ \" expected a Relation but received the value: \" ~ obj) -%}\n {%- endif -%}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.337793, "supported_languages": null}, "macro.dbt_utils.pretty_time": {"name": "pretty_time", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/pretty_time.sql", "original_file_path": "macros/jinja_helpers/pretty_time.sql", "unique_id": "macro.dbt_utils.pretty_time", "macro_sql": "{% macro pretty_time(format='%H:%M:%S') %}\n {{ return(adapter.dispatch('pretty_time', 'dbt_utils')(format)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__pretty_time"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.338084, "supported_languages": null}, "macro.dbt_utils.default__pretty_time": {"name": "default__pretty_time", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/pretty_time.sql", "original_file_path": "macros/jinja_helpers/pretty_time.sql", "unique_id": "macro.dbt_utils.default__pretty_time", "macro_sql": "{% macro default__pretty_time(format='%H:%M:%S') %}\n {{ return(modules.datetime.datetime.now().strftime(format)) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.3383, "supported_languages": null}, "macro.dbt_utils.log_info": {"name": "log_info", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/log_info.sql", "original_file_path": "macros/jinja_helpers/log_info.sql", "unique_id": "macro.dbt_utils.log_info", "macro_sql": "{% macro log_info(message) %}\n {{ return(adapter.dispatch('log_info', 'dbt_utils')(message)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__log_info"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.338565, "supported_languages": null}, "macro.dbt_utils.default__log_info": {"name": "default__log_info", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/log_info.sql", "original_file_path": "macros/jinja_helpers/log_info.sql", "unique_id": "macro.dbt_utils.default__log_info", "macro_sql": "{% macro default__log_info(message) %}\n {{ log(dbt_utils.pretty_log_format(message), info=True) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.pretty_log_format"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.338748, "supported_languages": null}, "macro.dbt_utils.slugify": {"name": "slugify", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/slugify.sql", "original_file_path": "macros/jinja_helpers/slugify.sql", "unique_id": "macro.dbt_utils.slugify", "macro_sql": "{% macro slugify(string) %}\n\n{#- Lower case the string -#}\n{% set string = string | lower %}\n{#- Replace spaces and dashes with underscores -#}\n{% set string = modules.re.sub('[ -]+', '_', string) %}\n{#- Only take letters, numbers, and underscores -#}\n{% set string = modules.re.sub('[^a-z0-9_]+', '', string) %}\n{#- Prepends \"_\" if string begins with a number -#}\n{% set string = modules.re.sub('^[0-9]', '_' + string[0], string) %}\n\n{{ return(string) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.339396, "supported_languages": null}, "macro.dbt_utils._is_ephemeral": {"name": "_is_ephemeral", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/_is_ephemeral.sql", "original_file_path": "macros/jinja_helpers/_is_ephemeral.sql", "unique_id": "macro.dbt_utils._is_ephemeral", "macro_sql": "{% macro _is_ephemeral(obj, macro) %}\n {%- if obj.is_cte -%}\n {% set ephemeral_prefix = api.Relation.add_ephemeral_prefix('') %}\n {% if obj.name.startswith(ephemeral_prefix) %}\n {% set model_name = obj.name[(ephemeral_prefix|length):] %}\n {% else %}\n {% set model_name = obj.name %}\n {%- endif -%}\n {% set error_message %}\nThe `{{ macro }}` macro cannot be used with ephemeral models, as it relies on the information schema.\n\n`{{ model_name }}` is an ephemeral model. Consider making it a view or table instead.\n {% endset %}\n {%- do exceptions.raise_compiler_error(error_message) -%}\n {%- endif -%}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.340266, "supported_languages": null}, "macro.dbt_utils.get_intervals_between": {"name": "get_intervals_between", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/date_spine.sql", "original_file_path": "macros/sql/date_spine.sql", "unique_id": "macro.dbt_utils.get_intervals_between", "macro_sql": "{% macro get_intervals_between(start_date, end_date, datepart) -%}\n {{ return(adapter.dispatch('get_intervals_between', 'dbt_utils')(start_date, end_date, datepart)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_intervals_between"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.3410041, "supported_languages": null}, "macro.dbt_utils.default__get_intervals_between": {"name": "default__get_intervals_between", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/date_spine.sql", "original_file_path": "macros/sql/date_spine.sql", "unique_id": "macro.dbt_utils.default__get_intervals_between", "macro_sql": "{% macro default__get_intervals_between(start_date, end_date, datepart) -%}\n {%- call statement('get_intervals_between', fetch_result=True) %}\n\n select {{ dbt.datediff(start_date, end_date, datepart) }}\n\n {%- endcall -%}\n\n {%- set value_list = load_result('get_intervals_between') -%}\n\n {%- if value_list and value_list['data'] -%}\n {%- set values = value_list['data'] | map(attribute=0) | list %}\n {{ return(values[0]) }}\n {%- else -%}\n {{ return(1) }}\n {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.datediff"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.3416278, "supported_languages": null}, "macro.dbt_utils.date_spine": {"name": "date_spine", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/date_spine.sql", "original_file_path": "macros/sql/date_spine.sql", "unique_id": "macro.dbt_utils.date_spine", "macro_sql": "{% macro date_spine(datepart, start_date, end_date) %}\n {{ return(adapter.dispatch('date_spine', 'dbt_utils')(datepart, start_date, end_date)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__date_spine"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.341869, "supported_languages": null}, "macro.dbt_utils.default__date_spine": {"name": "default__date_spine", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/date_spine.sql", "original_file_path": "macros/sql/date_spine.sql", "unique_id": "macro.dbt_utils.default__date_spine", "macro_sql": "{% macro default__date_spine(datepart, start_date, end_date) %}\n\n\n{# call as follows:\n\ndate_spine(\n \"day\",\n \"to_date('01/01/2016', 'mm/dd/yyyy')\",\n \"dbt.dateadd(week, 1, current_date)\"\n) #}\n\n\nwith rawdata as (\n\n {{dbt_utils.generate_series(\n dbt_utils.get_intervals_between(start_date, end_date, datepart)\n )}}\n\n),\n\nall_periods as (\n\n select (\n {{\n dbt.dateadd(\n datepart,\n \"row_number() over (order by 1) - 1\",\n start_date\n )\n }}\n ) as date_{{datepart}}\n from rawdata\n\n),\n\nfiltered as (\n\n select *\n from all_periods\n where date_{{datepart}} <= {{ end_date }}\n\n)\n\nselect * from filtered\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.generate_series", "macro.dbt_utils.get_intervals_between", "macro.dbt.dateadd"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.342245, "supported_languages": null}, "macro.dbt_utils.safe_subtract": {"name": "safe_subtract", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/safe_subtract.sql", "original_file_path": "macros/sql/safe_subtract.sql", "unique_id": "macro.dbt_utils.safe_subtract", "macro_sql": "{%- macro safe_subtract(field_list) -%}\n {{ return(adapter.dispatch('safe_subtract', 'dbt_utils')(field_list)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__safe_subtract"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.3426602, "supported_languages": null}, "macro.dbt_utils.default__safe_subtract": {"name": "default__safe_subtract", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/safe_subtract.sql", "original_file_path": "macros/sql/safe_subtract.sql", "unique_id": "macro.dbt_utils.default__safe_subtract", "macro_sql": "\n\n{%- macro default__safe_subtract(field_list) -%}\n\n{%- if field_list is not iterable or field_list is string or field_list is mapping -%}\n\n{%- set error_message = '\nWarning: the `safe_subtract` macro takes a single list argument instead of \\\nstring arguments. The {}.{} model triggered this warning. \\\n'.format(model.package_name, model.name) -%}\n\n{%- do exceptions.raise_compiler_error(error_message) -%}\n\n{%- endif -%}\n\n{% set fields = [] %}\n\n{%- for field in field_list -%}\n\n {% do fields.append(\"coalesce(\" ~ field ~ \", 0)\") %}\n\n{%- endfor -%}\n\n{{ fields|join(' -\\n ') }}\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.343331, "supported_languages": null}, "macro.dbt_utils.nullcheck_table": {"name": "nullcheck_table", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/nullcheck_table.sql", "original_file_path": "macros/sql/nullcheck_table.sql", "unique_id": "macro.dbt_utils.nullcheck_table", "macro_sql": "{% macro nullcheck_table(relation) %}\n {{ return(adapter.dispatch('nullcheck_table', 'dbt_utils')(relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__nullcheck_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.343856, "supported_languages": null}, "macro.dbt_utils.default__nullcheck_table": {"name": "default__nullcheck_table", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/nullcheck_table.sql", "original_file_path": "macros/sql/nullcheck_table.sql", "unique_id": "macro.dbt_utils.default__nullcheck_table", "macro_sql": "{% macro default__nullcheck_table(relation) %}\n\n {%- do dbt_utils._is_relation(relation, 'nullcheck_table') -%}\n {%- do dbt_utils._is_ephemeral(relation, 'nullcheck_table') -%}\n {% set cols = adapter.get_columns_in_relation(relation) %}\n\n select {{ dbt_utils.nullcheck(cols) }}\n from {{relation}}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils._is_relation", "macro.dbt_utils._is_ephemeral", "macro.dbt_utils.nullcheck"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.344269, "supported_languages": null}, "macro.dbt_utils.get_relations_by_pattern": {"name": "get_relations_by_pattern", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_relations_by_pattern.sql", "original_file_path": "macros/sql/get_relations_by_pattern.sql", "unique_id": "macro.dbt_utils.get_relations_by_pattern", "macro_sql": "{% macro get_relations_by_pattern(schema_pattern, table_pattern, exclude='', database=target.database) %}\n {{ return(adapter.dispatch('get_relations_by_pattern', 'dbt_utils')(schema_pattern, table_pattern, exclude, database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_relations_by_pattern"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.345026, "supported_languages": null}, "macro.dbt_utils.default__get_relations_by_pattern": {"name": "default__get_relations_by_pattern", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_relations_by_pattern.sql", "original_file_path": "macros/sql/get_relations_by_pattern.sql", "unique_id": "macro.dbt_utils.default__get_relations_by_pattern", "macro_sql": "{% macro default__get_relations_by_pattern(schema_pattern, table_pattern, exclude='', database=target.database) %}\n\n {%- call statement('get_tables', fetch_result=True) %}\n\n {{ dbt_utils.get_tables_by_pattern_sql(schema_pattern, table_pattern, exclude, database) }}\n\n {%- endcall -%}\n\n {%- set table_list = load_result('get_tables') -%}\n\n {%- if table_list and table_list['table'] -%}\n {%- set tbl_relations = [] -%}\n {%- for row in table_list['table'] -%}\n {%- set tbl_relation = api.Relation.create(\n database=database,\n schema=row.table_schema,\n identifier=row.table_name,\n type=row.table_type\n ) -%}\n {%- do tbl_relations.append(tbl_relation) -%}\n {%- endfor -%}\n\n {{ return(tbl_relations) }}\n {%- else -%}\n {{ return([]) }}\n {%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt_utils.get_tables_by_pattern_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.34603, "supported_languages": null}, "macro.dbt_utils.get_powers_of_two": {"name": "get_powers_of_two", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/generate_series.sql", "original_file_path": "macros/sql/generate_series.sql", "unique_id": "macro.dbt_utils.get_powers_of_two", "macro_sql": "{% macro get_powers_of_two(upper_bound) %}\n {{ return(adapter.dispatch('get_powers_of_two', 'dbt_utils')(upper_bound)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_powers_of_two"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.346921, "supported_languages": null}, "macro.dbt_utils.default__get_powers_of_two": {"name": "default__get_powers_of_two", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/generate_series.sql", "original_file_path": "macros/sql/generate_series.sql", "unique_id": "macro.dbt_utils.default__get_powers_of_two", "macro_sql": "{% macro default__get_powers_of_two(upper_bound) %}\n\n {% if upper_bound <= 0 %}\n {{ exceptions.raise_compiler_error(\"upper bound must be positive\") }}\n {% endif %}\n\n {% for _ in range(1, 100) %}\n {% if upper_bound <= 2 ** loop.index %}{{ return(loop.index) }}{% endif %}\n {% endfor %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.3473668, "supported_languages": null}, "macro.dbt_utils.generate_series": {"name": "generate_series", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/generate_series.sql", "original_file_path": "macros/sql/generate_series.sql", "unique_id": "macro.dbt_utils.generate_series", "macro_sql": "{% macro generate_series(upper_bound) %}\n {{ return(adapter.dispatch('generate_series', 'dbt_utils')(upper_bound)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__generate_series"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.347575, "supported_languages": null}, "macro.dbt_utils.default__generate_series": {"name": "default__generate_series", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/generate_series.sql", "original_file_path": "macros/sql/generate_series.sql", "unique_id": "macro.dbt_utils.default__generate_series", "macro_sql": "{% macro default__generate_series(upper_bound) %}\n\n {% set n = dbt_utils.get_powers_of_two(upper_bound) %}\n\n with p as (\n select 0 as generated_number union all select 1\n ), unioned as (\n\n select\n\n {% for i in range(n) %}\n p{{i}}.generated_number * power(2, {{i}})\n {% if not loop.last %} + {% endif %}\n {% endfor %}\n + 1\n as generated_number\n\n from\n\n {% for i in range(n) %}\n p as p{{i}}\n {% if not loop.last %} cross join {% endif %}\n {% endfor %}\n\n )\n\n select *\n from unioned\n where generated_number <= {{upper_bound}}\n order by generated_number\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.get_powers_of_two"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.3481221, "supported_languages": null}, "macro.dbt_utils.get_relations_by_prefix": {"name": "get_relations_by_prefix", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_relations_by_prefix.sql", "original_file_path": "macros/sql/get_relations_by_prefix.sql", "unique_id": "macro.dbt_utils.get_relations_by_prefix", "macro_sql": "{% macro get_relations_by_prefix(schema, prefix, exclude='', database=target.database) %}\n {{ return(adapter.dispatch('get_relations_by_prefix', 'dbt_utils')(schema, prefix, exclude, database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_relations_by_prefix"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.3488371, "supported_languages": null}, "macro.dbt_utils.default__get_relations_by_prefix": {"name": "default__get_relations_by_prefix", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_relations_by_prefix.sql", "original_file_path": "macros/sql/get_relations_by_prefix.sql", "unique_id": "macro.dbt_utils.default__get_relations_by_prefix", "macro_sql": "{% macro default__get_relations_by_prefix(schema, prefix, exclude='', database=target.database) %}\n\n {%- call statement('get_tables', fetch_result=True) %}\n\n {{ dbt_utils.get_tables_by_prefix_sql(schema, prefix, exclude, database) }}\n\n {%- endcall -%}\n\n {%- set table_list = load_result('get_tables') -%}\n\n {%- if table_list and table_list['table'] -%}\n {%- set tbl_relations = [] -%}\n {%- for row in table_list['table'] -%}\n {%- set tbl_relation = api.Relation.create(\n database=database,\n schema=row.table_schema,\n identifier=row.table_name,\n type=row.table_type\n ) -%}\n {%- do tbl_relations.append(tbl_relation) -%}\n {%- endfor -%}\n\n {{ return(tbl_relations) }}\n {%- else -%}\n {{ return([]) }}\n {%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt_utils.get_tables_by_prefix_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.349725, "supported_languages": null}, "macro.dbt_utils.get_tables_by_prefix_sql": {"name": "get_tables_by_prefix_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_tables_by_prefix_sql.sql", "original_file_path": "macros/sql/get_tables_by_prefix_sql.sql", "unique_id": "macro.dbt_utils.get_tables_by_prefix_sql", "macro_sql": "{% macro get_tables_by_prefix_sql(schema, prefix, exclude='', database=target.database) %}\n {{ return(adapter.dispatch('get_tables_by_prefix_sql', 'dbt_utils')(schema, prefix, exclude, database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_tables_by_prefix_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.350156, "supported_languages": null}, "macro.dbt_utils.default__get_tables_by_prefix_sql": {"name": "default__get_tables_by_prefix_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_tables_by_prefix_sql.sql", "original_file_path": "macros/sql/get_tables_by_prefix_sql.sql", "unique_id": "macro.dbt_utils.default__get_tables_by_prefix_sql", "macro_sql": "{% macro default__get_tables_by_prefix_sql(schema, prefix, exclude='', database=target.database) %}\n\n {{ dbt_utils.get_tables_by_pattern_sql(\n schema_pattern = schema,\n table_pattern = prefix ~ '%',\n exclude = exclude,\n database = database\n ) }}\n \n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.get_tables_by_pattern_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.3504682, "supported_languages": null}, "macro.dbt_utils.star": {"name": "star", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/star.sql", "original_file_path": "macros/sql/star.sql", "unique_id": "macro.dbt_utils.star", "macro_sql": "{% macro star(from, relation_alias=False, except=[], prefix='', suffix='', quote_identifiers=True) -%}\r\n {{ return(adapter.dispatch('star', 'dbt_utils')(from, relation_alias, except, prefix, suffix, quote_identifiers)) }}\r\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__star"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.351789, "supported_languages": null}, "macro.dbt_utils.default__star": {"name": "default__star", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/star.sql", "original_file_path": "macros/sql/star.sql", "unique_id": "macro.dbt_utils.default__star", "macro_sql": "{% macro default__star(from, relation_alias=False, except=[], prefix='', suffix='', quote_identifiers=True) -%}\r\n {%- do dbt_utils._is_relation(from, 'star') -%}\r\n {%- do dbt_utils._is_ephemeral(from, 'star') -%}\r\n\r\n {#-- Prevent querying of db in parsing mode. This works because this macro does not create any new refs. #}\r\n {%- if not execute -%}\r\n {% do return('*') %}\r\n {%- endif -%}\r\n\r\n {% set cols = dbt_utils.get_filtered_columns_in_relation(from, except) %}\r\n\r\n {%- if cols|length <= 0 -%}\r\n {% if flags.WHICH == 'compile' %}\r\n {% set response %}\r\n*\r\n/* No columns were returned. Maybe the relation doesn't exist yet \r\nor all columns were excluded. This star is only output during \r\ndbt compile, and exists to keep SQLFluff happy. */\r\n {% endset %}\r\n {% do return(response) %}\r\n {% else %}\r\n {% do return(\"/* no columns returned from star() macro */\") %}\r\n {% endif %}\r\n {%- else -%}\r\n {%- for col in cols %}\r\n {%- if relation_alias %}{{ relation_alias }}.{% else %}{%- endif -%}\r\n {%- if quote_identifiers -%}\r\n {{ adapter.quote(col)|trim }} {%- if prefix!='' or suffix!='' %} as {{ adapter.quote(prefix ~ col ~ suffix)|trim }} {%- endif -%}\r\n {%- else -%}\r\n {{ col|trim }} {%- if prefix!='' or suffix!='' %} as {{ (prefix ~ col ~ suffix)|trim }} {%- endif -%}\r\n {% endif %}\r\n {%- if not loop.last %},{{ '\\n ' }}{%- endif -%}\r\n {%- endfor -%}\r\n {% endif %}\r\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils._is_relation", "macro.dbt_utils._is_ephemeral", "macro.dbt_utils.get_filtered_columns_in_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.3532538, "supported_languages": null}, "macro.dbt_utils.unpivot": {"name": "unpivot", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/unpivot.sql", "original_file_path": "macros/sql/unpivot.sql", "unique_id": "macro.dbt_utils.unpivot", "macro_sql": "{% macro unpivot(relation=none, cast_to='varchar', exclude=none, remove=none, field_name='field_name', value_name='value') -%}\n {{ return(adapter.dispatch('unpivot', 'dbt_utils')(relation, cast_to, exclude, remove, field_name, value_name)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__unpivot"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.354888, "supported_languages": null}, "macro.dbt_utils.default__unpivot": {"name": "default__unpivot", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/unpivot.sql", "original_file_path": "macros/sql/unpivot.sql", "unique_id": "macro.dbt_utils.default__unpivot", "macro_sql": "{% macro default__unpivot(relation=none, cast_to='varchar', exclude=none, remove=none, field_name='field_name', value_name='value') -%}\n\n {% if not relation %}\n {{ exceptions.raise_compiler_error(\"Error: argument `relation` is required for `unpivot` macro.\") }}\n {% endif %}\n\n {%- set exclude = exclude if exclude is not none else [] %}\n {%- set remove = remove if remove is not none else [] %}\n\n {%- set include_cols = [] %}\n\n {%- set table_columns = {} %}\n\n {%- do table_columns.update({relation: []}) %}\n\n {%- do dbt_utils._is_relation(relation, 'unpivot') -%}\n {%- do dbt_utils._is_ephemeral(relation, 'unpivot') -%}\n {%- set cols = adapter.get_columns_in_relation(relation) %}\n\n {%- for col in cols -%}\n {%- if col.column.lower() not in remove|map('lower') and col.column.lower() not in exclude|map('lower') -%}\n {% do include_cols.append(col) %}\n {%- endif %}\n {%- endfor %}\n\n\n {%- for col in include_cols -%}\n select\n {%- for exclude_col in exclude %}\n {{ exclude_col }},\n {%- endfor %}\n\n cast('{{ col.column }}' as {{ dbt.type_string() }}) as {{ field_name }},\n cast( {% if col.data_type == 'boolean' %}\n {{ dbt.cast_bool_to_text(col.column) }}\n {% else %}\n {{ col.column }}\n {% endif %}\n as {{ cast_to }}) as {{ value_name }}\n\n from {{ relation }}\n\n {% if not loop.last -%}\n union all\n {% endif -%}\n {%- endfor -%}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils._is_relation", "macro.dbt_utils._is_ephemeral", "macro.dbt.type_string", "macro.dbt.cast_bool_to_text"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.35678, "supported_languages": null}, "macro.dbt_utils.safe_divide": {"name": "safe_divide", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/safe_divide.sql", "original_file_path": "macros/sql/safe_divide.sql", "unique_id": "macro.dbt_utils.safe_divide", "macro_sql": "{% macro safe_divide(numerator, denominator) -%}\n {{ return(adapter.dispatch('safe_divide', 'dbt_utils')(numerator, denominator)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__safe_divide"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.3571148, "supported_languages": null}, "macro.dbt_utils.default__safe_divide": {"name": "default__safe_divide", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/safe_divide.sql", "original_file_path": "macros/sql/safe_divide.sql", "unique_id": "macro.dbt_utils.default__safe_divide", "macro_sql": "{% macro default__safe_divide(numerator, denominator) %}\n ( {{ numerator }} ) / nullif( ( {{ denominator }} ), 0)\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.357265, "supported_languages": null}, "macro.dbt_utils.union_relations": {"name": "union_relations", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/union.sql", "original_file_path": "macros/sql/union.sql", "unique_id": "macro.dbt_utils.union_relations", "macro_sql": "{%- macro union_relations(relations, column_override=none, include=[], exclude=[], source_column_name='_dbt_source_relation', where=none) -%}\n {{ return(adapter.dispatch('union_relations', 'dbt_utils')(relations, column_override, include, exclude, source_column_name, where)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__union_relations"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.360615, "supported_languages": null}, "macro.dbt_utils.default__union_relations": {"name": "default__union_relations", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/union.sql", "original_file_path": "macros/sql/union.sql", "unique_id": "macro.dbt_utils.default__union_relations", "macro_sql": "\n\n{%- macro default__union_relations(relations, column_override=none, include=[], exclude=[], source_column_name='_dbt_source_relation', where=none) -%}\n\n {%- if exclude and include -%}\n {{ exceptions.raise_compiler_error(\"Both an exclude and include list were provided to the `union` macro. Only one is allowed\") }}\n {%- endif -%}\n\n {#-- Prevent querying of db in parsing mode. This works because this macro does not create any new refs. -#}\n {%- if not execute %}\n {{ return('') }}\n {% endif -%}\n\n {%- set column_override = column_override if column_override is not none else {} -%}\n\n {%- set relation_columns = {} -%}\n {%- set column_superset = {} -%}\n {%- set all_excludes = [] -%}\n {%- set all_includes = [] -%}\n\n {%- if exclude -%}\n {%- for exc in exclude -%}\n {%- do all_excludes.append(exc | lower) -%}\n {%- endfor -%}\n {%- endif -%}\n\n {%- if include -%}\n {%- for inc in include -%}\n {%- do all_includes.append(inc | lower) -%}\n {%- endfor -%}\n {%- endif -%}\n\n {%- for relation in relations -%}\n\n {%- do relation_columns.update({relation: []}) -%}\n\n {%- do dbt_utils._is_relation(relation, 'union_relations') -%}\n {%- do dbt_utils._is_ephemeral(relation, 'union_relations') -%}\n {%- set cols = adapter.get_columns_in_relation(relation) -%}\n {%- for col in cols -%}\n\n {#- If an exclude list was provided and the column is in the list, do nothing -#}\n {%- if exclude and col.column | lower in all_excludes -%}\n\n {#- If an include list was provided and the column is not in the list, do nothing -#}\n {%- elif include and col.column | lower not in all_includes -%}\n\n {#- Otherwise add the column to the column superset -#}\n {%- else -%}\n\n {#- update the list of columns in this relation -#}\n {%- do relation_columns[relation].append(col.column) -%}\n\n {%- if col.column in column_superset -%}\n\n {%- set stored = column_superset[col.column] -%}\n {%- if col.is_string() and stored.is_string() and col.string_size() > stored.string_size() -%}\n\n {%- do column_superset.update({col.column: col}) -%}\n\n {%- endif %}\n\n {%- else -%}\n\n {%- do column_superset.update({col.column: col}) -%}\n\n {%- endif -%}\n\n {%- endif -%}\n\n {%- endfor -%}\n {%- endfor -%}\n\n {%- set ordered_column_names = column_superset.keys() -%}\n {%- set dbt_command = flags.WHICH -%}\n\n\n {% if dbt_command in ['run', 'build'] %}\n {% if (include | length > 0 or exclude | length > 0) and not column_superset.keys() %}\n {%- set relations_string -%}\n {%- for relation in relations -%}\n {{ relation.name }}\n {%- if not loop.last %}, {% endif -%}\n {%- endfor -%}\n {%- endset -%}\n\n {%- set error_message -%}\n There were no columns found to union for relations {{ relations_string }}\n {%- endset -%}\n\n {{ exceptions.raise_compiler_error(error_message) }}\n {%- endif -%}\n {%- endif -%}\n\n {%- for relation in relations %}\n\n (\n select\n\n {%- if source_column_name is not none %}\n cast({{ dbt.string_literal(relation) }} as {{ dbt.type_string() }}) as {{ source_column_name }},\n {%- endif %}\n\n {% for col_name in ordered_column_names -%}\n\n {%- set col = column_superset[col_name] %}\n {%- set col_type = column_override.get(col.column, col.data_type) %}\n {%- set col_name = adapter.quote(col_name) if col_name in relation_columns[relation] else 'null' %}\n cast({{ col_name }} as {{ col_type }}) as {{ col.quoted }} {% if not loop.last %},{% endif -%}\n\n {%- endfor %}\n\n from {{ relation }}\n\n {% if where -%}\n where {{ where }}\n {%- endif %}\n )\n\n {% if not loop.last -%}\n union all\n {% endif -%}\n\n {%- endfor -%}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt_utils._is_relation", "macro.dbt_utils._is_ephemeral", "macro.dbt.string_literal", "macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.3643048, "supported_languages": null}, "macro.dbt_utils.group_by": {"name": "group_by", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/groupby.sql", "original_file_path": "macros/sql/groupby.sql", "unique_id": "macro.dbt_utils.group_by", "macro_sql": "{%- macro group_by(n) -%}\n {{ return(adapter.dispatch('group_by', 'dbt_utils')(n)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__group_by"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.364654, "supported_languages": null}, "macro.dbt_utils.default__group_by": {"name": "default__group_by", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/groupby.sql", "original_file_path": "macros/sql/groupby.sql", "unique_id": "macro.dbt_utils.default__group_by", "macro_sql": "\n\n{%- macro default__group_by(n) -%}\n\n group by {% for i in range(1, n + 1) -%}\n {{ i }}{{ ',' if not loop.last }} \n {%- endfor -%}\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.3649259, "supported_languages": null}, "macro.dbt_utils.deduplicate": {"name": "deduplicate", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/deduplicate.sql", "original_file_path": "macros/sql/deduplicate.sql", "unique_id": "macro.dbt_utils.deduplicate", "macro_sql": "{%- macro deduplicate(relation, partition_by, order_by) -%}\n {{ return(adapter.dispatch('deduplicate', 'dbt_utils')(relation, partition_by, order_by)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.postgres__deduplicate"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.365725, "supported_languages": null}, "macro.dbt_utils.default__deduplicate": {"name": "default__deduplicate", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/deduplicate.sql", "original_file_path": "macros/sql/deduplicate.sql", "unique_id": "macro.dbt_utils.default__deduplicate", "macro_sql": "\n\n{%- macro default__deduplicate(relation, partition_by, order_by) -%}\n\n with row_numbered as (\n select\n _inner.*,\n row_number() over (\n partition by {{ partition_by }}\n order by {{ order_by }}\n ) as rn\n from {{ relation }} as _inner\n )\n\n select\n distinct data.*\n from {{ relation }} as data\n {#\n -- Not all DBs will support natural joins but the ones that do include:\n -- Oracle, MySQL, SQLite, Redshift, Teradata, Materialize, Databricks\n -- Apache Spark, SingleStore, Vertica\n -- Those that do not appear to support natural joins include:\n -- SQLServer, Trino, Presto, Rockset, Athena\n #}\n natural join row_numbered\n where row_numbered.rn = 1\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.365961, "supported_languages": null}, "macro.dbt_utils.redshift__deduplicate": {"name": "redshift__deduplicate", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/deduplicate.sql", "original_file_path": "macros/sql/deduplicate.sql", "unique_id": "macro.dbt_utils.redshift__deduplicate", "macro_sql": "{% macro redshift__deduplicate(relation, partition_by, order_by) -%}\n\n {{ return(dbt_utils.default__deduplicate(relation, partition_by, order_by=order_by)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__deduplicate"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.3661828, "supported_languages": null}, "macro.dbt_utils.postgres__deduplicate": {"name": "postgres__deduplicate", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/deduplicate.sql", "original_file_path": "macros/sql/deduplicate.sql", "unique_id": "macro.dbt_utils.postgres__deduplicate", "macro_sql": "\n{%- macro postgres__deduplicate(relation, partition_by, order_by) -%}\n\n select\n distinct on ({{ partition_by }}) *\n from {{ relation }}\n order by {{ partition_by }}{{ ',' ~ order_by }}\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.366384, "supported_languages": null}, "macro.dbt_utils.snowflake__deduplicate": {"name": "snowflake__deduplicate", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/deduplicate.sql", "original_file_path": "macros/sql/deduplicate.sql", "unique_id": "macro.dbt_utils.snowflake__deduplicate", "macro_sql": "\n{%- macro snowflake__deduplicate(relation, partition_by, order_by) -%}\n\n select *\n from {{ relation }}\n qualify\n row_number() over (\n partition by {{ partition_by }}\n order by {{ order_by }}\n ) = 1\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.3665652, "supported_languages": null}, "macro.dbt_utils.bigquery__deduplicate": {"name": "bigquery__deduplicate", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/deduplicate.sql", "original_file_path": "macros/sql/deduplicate.sql", "unique_id": "macro.dbt_utils.bigquery__deduplicate", "macro_sql": "\n{%- macro bigquery__deduplicate(relation, partition_by, order_by) -%}\n\n select unique.*\n from (\n select\n array_agg (\n original\n order by {{ order_by }}\n limit 1\n )[offset(0)] unique\n from {{ relation }} original\n group by {{ partition_by }}\n )\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.366745, "supported_languages": null}, "macro.dbt_utils.surrogate_key": {"name": "surrogate_key", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/surrogate_key.sql", "original_file_path": "macros/sql/surrogate_key.sql", "unique_id": "macro.dbt_utils.surrogate_key", "macro_sql": "{%- macro surrogate_key(field_list) -%}\n {% set frustrating_jinja_feature = varargs %}\n {{ return(adapter.dispatch('surrogate_key', 'dbt_utils')(field_list, *varargs)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__surrogate_key"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.367149, "supported_languages": null}, "macro.dbt_utils.default__surrogate_key": {"name": "default__surrogate_key", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/surrogate_key.sql", "original_file_path": "macros/sql/surrogate_key.sql", "unique_id": "macro.dbt_utils.default__surrogate_key", "macro_sql": "\n\n{%- macro default__surrogate_key(field_list) -%}\n\n{%- set error_message = '\nWarning: `dbt_utils.surrogate_key` has been replaced by \\\n`dbt_utils.generate_surrogate_key`. The new macro treats null values \\\ndifferently to empty strings. To restore the behaviour of the original \\\nmacro, add a global variable in dbt_project.yml called \\\n`surrogate_key_treat_nulls_as_empty_strings` to your \\\ndbt_project.yml file with a value of True. \\\nThe {}.{} model triggered this warning. \\\n'.format(model.package_name, model.name) -%}\n\n{%- do exceptions.raise_compiler_error(error_message) -%}\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.367399, "supported_languages": null}, "macro.dbt_utils.safe_add": {"name": "safe_add", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/safe_add.sql", "original_file_path": "macros/sql/safe_add.sql", "unique_id": "macro.dbt_utils.safe_add", "macro_sql": "{%- macro safe_add(field_list) -%}\n {{ return(adapter.dispatch('safe_add', 'dbt_utils')(field_list)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__safe_add"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.3678012, "supported_languages": null}, "macro.dbt_utils.default__safe_add": {"name": "default__safe_add", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/safe_add.sql", "original_file_path": "macros/sql/safe_add.sql", "unique_id": "macro.dbt_utils.default__safe_add", "macro_sql": "\n\n{%- macro default__safe_add(field_list) -%}\n\n{%- if field_list is not iterable or field_list is string or field_list is mapping -%}\n\n{%- set error_message = '\nWarning: the `safe_add` macro now takes a single list argument instead of \\\nstring arguments. The {}.{} model triggered this warning. \\\n'.format(model.package_name, model.name) -%}\n\n{%- do exceptions.warn(error_message) -%}\n\n{%- endif -%}\n\n{% set fields = [] %}\n\n{%- for field in field_list -%}\n\n {% do fields.append(\"coalesce(\" ~ field ~ \", 0)\") %}\n\n{%- endfor -%}\n\n{{ fields|join(' +\\n ') }}\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.3683782, "supported_languages": null}, "macro.dbt_utils.nullcheck": {"name": "nullcheck", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/nullcheck.sql", "original_file_path": "macros/sql/nullcheck.sql", "unique_id": "macro.dbt_utils.nullcheck", "macro_sql": "{% macro nullcheck(cols) %}\n {{ return(adapter.dispatch('nullcheck', 'dbt_utils')(cols)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__nullcheck"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.368733, "supported_languages": null}, "macro.dbt_utils.default__nullcheck": {"name": "default__nullcheck", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/nullcheck.sql", "original_file_path": "macros/sql/nullcheck.sql", "unique_id": "macro.dbt_utils.default__nullcheck", "macro_sql": "{% macro default__nullcheck(cols) %}\n{%- for col in cols %}\n\n {% if col.is_string() -%}\n\n nullif({{col.name}},'') as {{col.name}}\n\n {%- else -%}\n\n {{col.name}}\n\n {%- endif -%}\n\n{%- if not loop.last -%} , {%- endif -%}\n\n{%- endfor -%}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.369083, "supported_languages": null}, "macro.dbt_utils.get_tables_by_pattern_sql": {"name": "get_tables_by_pattern_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_tables_by_pattern_sql.sql", "original_file_path": "macros/sql/get_tables_by_pattern_sql.sql", "unique_id": "macro.dbt_utils.get_tables_by_pattern_sql", "macro_sql": "{% macro get_tables_by_pattern_sql(schema_pattern, table_pattern, exclude='', database=target.database) %}\n {{ return(adapter.dispatch('get_tables_by_pattern_sql', 'dbt_utils')\n (schema_pattern, table_pattern, exclude, database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_tables_by_pattern_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.370881, "supported_languages": null}, "macro.dbt_utils.default__get_tables_by_pattern_sql": {"name": "default__get_tables_by_pattern_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_tables_by_pattern_sql.sql", "original_file_path": "macros/sql/get_tables_by_pattern_sql.sql", "unique_id": "macro.dbt_utils.default__get_tables_by_pattern_sql", "macro_sql": "{% macro default__get_tables_by_pattern_sql(schema_pattern, table_pattern, exclude='', database=target.database) %}\n\n select distinct\n table_schema as {{ adapter.quote('table_schema') }},\n table_name as {{ adapter.quote('table_name') }},\n {{ dbt_utils.get_table_types_sql() }}\n from {{ database }}.information_schema.tables\n where table_schema ilike '{{ schema_pattern }}'\n and table_name ilike '{{ table_pattern }}'\n and table_name not ilike '{{ exclude }}'\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.get_table_types_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.371265, "supported_languages": null}, "macro.dbt_utils.bigquery__get_tables_by_pattern_sql": {"name": "bigquery__get_tables_by_pattern_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_tables_by_pattern_sql.sql", "original_file_path": "macros/sql/get_tables_by_pattern_sql.sql", "unique_id": "macro.dbt_utils.bigquery__get_tables_by_pattern_sql", "macro_sql": "{% macro bigquery__get_tables_by_pattern_sql(schema_pattern, table_pattern, exclude='', database=target.database) %}\n\n {% if '%' in schema_pattern %}\n {% set schemata=dbt_utils._bigquery__get_matching_schemata(schema_pattern, database) %}\n {% else %}\n {% set schemata=[schema_pattern] %}\n {% endif %}\n\n {% set sql %}\n {% for schema in schemata %}\n select distinct\n table_schema,\n table_name,\n {{ dbt_utils.get_table_types_sql() }}\n\n from {{ adapter.quote(database) }}.{{ schema }}.INFORMATION_SCHEMA.TABLES\n where lower(table_name) like lower ('{{ table_pattern }}')\n and lower(table_name) not like lower ('{{ exclude }}')\n\n {% if not loop.last %} union all {% endif %}\n\n {% endfor %}\n {% endset %}\n\n {{ return(sql) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils._bigquery__get_matching_schemata", "macro.dbt_utils.get_table_types_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.372086, "supported_languages": null}, "macro.dbt_utils._bigquery__get_matching_schemata": {"name": "_bigquery__get_matching_schemata", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_tables_by_pattern_sql.sql", "original_file_path": "macros/sql/get_tables_by_pattern_sql.sql", "unique_id": "macro.dbt_utils._bigquery__get_matching_schemata", "macro_sql": "{% macro _bigquery__get_matching_schemata(schema_pattern, database) %}\n {% if execute %}\n\n {% set sql %}\n select schema_name from {{ adapter.quote(database) }}.INFORMATION_SCHEMA.SCHEMATA\n where lower(schema_name) like lower('{{ schema_pattern }}')\n {% endset %}\n\n {% set results=run_query(sql) %}\n\n {% set schemata=results.columns['schema_name'].values() %}\n\n {{ return(schemata) }}\n\n {% else %}\n\n {{ return([]) }}\n\n {% endif %}\n\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.372619, "supported_languages": null}, "macro.dbt_utils.get_column_values": {"name": "get_column_values", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_column_values.sql", "original_file_path": "macros/sql/get_column_values.sql", "unique_id": "macro.dbt_utils.get_column_values", "macro_sql": "{% macro get_column_values(table, column, order_by='count(*) desc', max_records=none, default=none, where=none) -%}\n {{ return(adapter.dispatch('get_column_values', 'dbt_utils')(table, column, order_by, max_records, default, where)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_column_values"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.373798, "supported_languages": null}, "macro.dbt_utils.default__get_column_values": {"name": "default__get_column_values", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_column_values.sql", "original_file_path": "macros/sql/get_column_values.sql", "unique_id": "macro.dbt_utils.default__get_column_values", "macro_sql": "{% macro default__get_column_values(table, column, order_by='count(*) desc', max_records=none, default=none, where=none) -%}\n {#-- Prevent querying of db in parsing mode. This works because this macro does not create any new refs. #}\n {%- if not execute -%}\n {% set default = [] if not default %}\n {{ return(default) }}\n {% endif %}\n\n {%- do dbt_utils._is_ephemeral(table, 'get_column_values') -%}\n\n {# Not all relations are tables. Renaming for internal clarity without breaking functionality for anyone using named arguments #}\n {# TODO: Change the method signature in a future 0.x.0 release #}\n {%- set target_relation = table -%}\n\n {# adapter.load_relation is a convenience wrapper to avoid building a Relation when we already have one #}\n {% set relation_exists = (load_relation(target_relation)) is not none %}\n\n {%- call statement('get_column_values', fetch_result=true) %}\n\n {%- if not relation_exists and default is none -%}\n\n {{ exceptions.raise_compiler_error(\"In get_column_values(): relation \" ~ target_relation ~ \" does not exist and no default value was provided.\") }}\n\n {%- elif not relation_exists and default is not none -%}\n\n {{ log(\"Relation \" ~ target_relation ~ \" does not exist. Returning the default value: \" ~ default) }}\n\n {{ return(default) }}\n\n {%- else -%}\n\n\n select\n {{ column }} as value\n\n from {{ target_relation }}\n\n {% if where is not none %}\n where {{ where }}\n {% endif %}\n\n group by {{ column }}\n order by {{ order_by }}\n\n {% if max_records is not none %}\n limit {{ max_records }}\n {% endif %}\n\n {% endif %}\n\n {%- endcall -%}\n\n {%- set value_list = load_result('get_column_values') -%}\n\n {%- if value_list and value_list['data'] -%}\n {%- set values = value_list['data'] | map(attribute=0) | list %}\n {{ return(values) }}\n {%- else -%}\n {{ return(default) }}\n {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils._is_ephemeral", "macro.dbt.load_relation", "macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.3753831, "supported_languages": null}, "macro.dbt_utils.pivot": {"name": "pivot", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/pivot.sql", "original_file_path": "macros/sql/pivot.sql", "unique_id": "macro.dbt_utils.pivot", "macro_sql": "{% macro pivot(column,\n values,\n alias=True,\n agg='sum',\n cmp='=',\n prefix='',\n suffix='',\n then_value=1,\n else_value=0,\n quote_identifiers=True,\n distinct=False) %}\n {{ return(adapter.dispatch('pivot', 'dbt_utils')(column, values, alias, agg, cmp, prefix, suffix, then_value, else_value, quote_identifiers, distinct)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__pivot"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.376496, "supported_languages": null}, "macro.dbt_utils.default__pivot": {"name": "default__pivot", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/pivot.sql", "original_file_path": "macros/sql/pivot.sql", "unique_id": "macro.dbt_utils.default__pivot", "macro_sql": "{% macro default__pivot(column,\n values,\n alias=True,\n agg='sum',\n cmp='=',\n prefix='',\n suffix='',\n then_value=1,\n else_value=0,\n quote_identifiers=True,\n distinct=False) %}\n {% for value in values %}\n {{ agg }}(\n {% if distinct %} distinct {% endif %}\n case\n when {{ column }} {{ cmp }} '{{ dbt.escape_single_quotes(value) }}'\n then {{ then_value }}\n else {{ else_value }}\n end\n )\n {% if alias %}\n {% if quote_identifiers %}\n as {{ adapter.quote(prefix ~ value ~ suffix) }}\n {% else %}\n as {{ dbt_utils.slugify(prefix ~ value ~ suffix) }}\n {% endif %}\n {% endif %}\n {% if not loop.last %},{% endif %}\n {% endfor %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.escape_single_quotes", "macro.dbt_utils.slugify"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.3773792, "supported_languages": null}, "macro.dbt_utils.get_filtered_columns_in_relation": {"name": "get_filtered_columns_in_relation", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_filtered_columns_in_relation.sql", "original_file_path": "macros/sql/get_filtered_columns_in_relation.sql", "unique_id": "macro.dbt_utils.get_filtered_columns_in_relation", "macro_sql": "{% macro get_filtered_columns_in_relation(from, except=[]) -%}\n {{ return(adapter.dispatch('get_filtered_columns_in_relation', 'dbt_utils')(from, except)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_filtered_columns_in_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.377867, "supported_languages": null}, "macro.dbt_utils.default__get_filtered_columns_in_relation": {"name": "default__get_filtered_columns_in_relation", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_filtered_columns_in_relation.sql", "original_file_path": "macros/sql/get_filtered_columns_in_relation.sql", "unique_id": "macro.dbt_utils.default__get_filtered_columns_in_relation", "macro_sql": "{% macro default__get_filtered_columns_in_relation(from, except=[]) -%}\n {%- do dbt_utils._is_relation(from, 'get_filtered_columns_in_relation') -%}\n {%- do dbt_utils._is_ephemeral(from, 'get_filtered_columns_in_relation') -%}\n\n {# -- Prevent querying of db in parsing mode. This works because this macro does not create any new refs. #}\n {%- if not execute -%}\n {{ return('') }}\n {% endif %}\n\n {%- set include_cols = [] %}\n {%- set cols = adapter.get_columns_in_relation(from) -%}\n {%- set except = except | map(\"lower\") | list %}\n {%- for col in cols -%}\n {%- if col.column|lower not in except -%}\n {% do include_cols.append(col.column) %}\n {%- endif %}\n {%- endfor %}\n\n {{ return(include_cols) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils._is_relation", "macro.dbt_utils._is_ephemeral"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.378627, "supported_languages": null}, "macro.dbt_utils.width_bucket": {"name": "width_bucket", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/width_bucket.sql", "original_file_path": "macros/sql/width_bucket.sql", "unique_id": "macro.dbt_utils.width_bucket", "macro_sql": "{% macro width_bucket(expr, min_value, max_value, num_buckets) %}\n {{ return(adapter.dispatch('width_bucket', 'dbt_utils') (expr, min_value, max_value, num_buckets)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__width_bucket"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.3794408, "supported_languages": null}, "macro.dbt_utils.default__width_bucket": {"name": "default__width_bucket", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/width_bucket.sql", "original_file_path": "macros/sql/width_bucket.sql", "unique_id": "macro.dbt_utils.default__width_bucket", "macro_sql": "{% macro default__width_bucket(expr, min_value, max_value, num_buckets) -%}\n\n {% set bin_size -%}\n (( {{ max_value }} - {{ min_value }} ) / {{ num_buckets }} )\n {%- endset %}\n (\n -- to break ties when the amount is eaxtly at the bucket egde\n case\n when\n mod(\n {{ dbt.safe_cast(expr, dbt.type_numeric() ) }},\n {{ dbt.safe_cast(bin_size, dbt.type_numeric() ) }}\n ) = 0\n then 1\n else 0\n end\n ) +\n -- Anything over max_value goes the N+1 bucket\n least(\n ceil(\n ({{ expr }} - {{ min_value }})/{{ bin_size }}\n ),\n {{ num_buckets }} + 1\n )\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.safe_cast", "macro.dbt.type_numeric"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.379926, "supported_languages": null}, "macro.dbt_utils.snowflake__width_bucket": {"name": "snowflake__width_bucket", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/width_bucket.sql", "original_file_path": "macros/sql/width_bucket.sql", "unique_id": "macro.dbt_utils.snowflake__width_bucket", "macro_sql": "{% macro snowflake__width_bucket(expr, min_value, max_value, num_buckets) %}\n width_bucket({{ expr }}, {{ min_value }}, {{ max_value }}, {{ num_buckets }} )\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.380126, "supported_languages": null}, "macro.dbt_utils.get_query_results_as_dict": {"name": "get_query_results_as_dict", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_query_results_as_dict.sql", "original_file_path": "macros/sql/get_query_results_as_dict.sql", "unique_id": "macro.dbt_utils.get_query_results_as_dict", "macro_sql": "{% macro get_query_results_as_dict(query) %}\n {{ return(adapter.dispatch('get_query_results_as_dict', 'dbt_utils')(query)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_query_results_as_dict"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.3805282, "supported_languages": null}, "macro.dbt_utils.default__get_query_results_as_dict": {"name": "default__get_query_results_as_dict", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_query_results_as_dict.sql", "original_file_path": "macros/sql/get_query_results_as_dict.sql", "unique_id": "macro.dbt_utils.default__get_query_results_as_dict", "macro_sql": "{% macro default__get_query_results_as_dict(query) %}\n\n{# This macro returns a dictionary of the form {column_name: (tuple_of_results)} #}\n\n {%- call statement('get_query_results', fetch_result=True,auto_begin=false) -%}\n\n {{ query }}\n\n {%- endcall -%}\n\n {% set sql_results={} %}\n\n {%- if execute -%}\n {% set sql_results_table = load_result('get_query_results').table.columns %}\n {% for column_name, column in sql_results_table.items() %}\n {% do sql_results.update({column_name: column.values()}) %}\n {% endfor %}\n {%- endif -%}\n\n {{ return(sql_results) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.381151, "supported_languages": null}, "macro.dbt_utils.generate_surrogate_key": {"name": "generate_surrogate_key", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/generate_surrogate_key.sql", "original_file_path": "macros/sql/generate_surrogate_key.sql", "unique_id": "macro.dbt_utils.generate_surrogate_key", "macro_sql": "{%- macro generate_surrogate_key(field_list) -%}\n {{ return(adapter.dispatch('generate_surrogate_key', 'dbt_utils')(field_list)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__generate_surrogate_key"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.381629, "supported_languages": null}, "macro.dbt_utils.default__generate_surrogate_key": {"name": "default__generate_surrogate_key", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/generate_surrogate_key.sql", "original_file_path": "macros/sql/generate_surrogate_key.sql", "unique_id": "macro.dbt_utils.default__generate_surrogate_key", "macro_sql": "\n\n{%- macro default__generate_surrogate_key(field_list) -%}\n\n{%- if var('surrogate_key_treat_nulls_as_empty_strings', False) -%}\n {%- set default_null_value = \"\" -%}\n{%- else -%}\n {%- set default_null_value = '_dbt_utils_surrogate_key_null_' -%}\n{%- endif -%}\n\n{%- set fields = [] -%}\n\n{%- for field in field_list -%}\n\n {%- do fields.append(\n \"coalesce(cast(\" ~ field ~ \" as \" ~ dbt.type_string() ~ \"), '\" ~ default_null_value ~\"')\"\n ) -%}\n\n {%- if not loop.last %}\n {%- do fields.append(\"'-'\") -%}\n {%- endif -%}\n\n{%- endfor -%}\n\n{{ dbt.hash(dbt.concat(fields)) }}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt.type_string", "macro.dbt.hash", "macro.dbt.concat"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.382285, "supported_languages": null}, "macro.dbt_utils.get_table_types_sql": {"name": "get_table_types_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_table_types_sql.sql", "original_file_path": "macros/sql/get_table_types_sql.sql", "unique_id": "macro.dbt_utils.get_table_types_sql", "macro_sql": "{%- macro get_table_types_sql() -%}\n {{ return(adapter.dispatch('get_table_types_sql', 'dbt_utils')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_utils.postgres__get_table_types_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.3828611, "supported_languages": null}, "macro.dbt_utils.default__get_table_types_sql": {"name": "default__get_table_types_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_table_types_sql.sql", "original_file_path": "macros/sql/get_table_types_sql.sql", "unique_id": "macro.dbt_utils.default__get_table_types_sql", "macro_sql": "{% macro default__get_table_types_sql() %}\n case table_type\n when 'BASE TABLE' then 'table'\n when 'EXTERNAL TABLE' then 'external'\n when 'MATERIALIZED VIEW' then 'materializedview'\n else lower(table_type)\n end as {{ adapter.quote('table_type') }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.383019, "supported_languages": null}, "macro.dbt_utils.postgres__get_table_types_sql": {"name": "postgres__get_table_types_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_table_types_sql.sql", "original_file_path": "macros/sql/get_table_types_sql.sql", "unique_id": "macro.dbt_utils.postgres__get_table_types_sql", "macro_sql": "{% macro postgres__get_table_types_sql() %}\n case table_type\n when 'BASE TABLE' then 'table'\n when 'FOREIGN' then 'external'\n when 'MATERIALIZED VIEW' then 'materializedview'\n else lower(table_type)\n end as {{ adapter.quote('table_type') }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.383164, "supported_languages": null}, "macro.dbt_utils.databricks__get_table_types_sql": {"name": "databricks__get_table_types_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_table_types_sql.sql", "original_file_path": "macros/sql/get_table_types_sql.sql", "unique_id": "macro.dbt_utils.databricks__get_table_types_sql", "macro_sql": "{% macro databricks__get_table_types_sql() %}\n case table_type\n when 'MANAGED' then 'table'\n when 'BASE TABLE' then 'table'\n when 'MATERIALIZED VIEW' then 'materializedview'\n else lower(table_type)\n end as {{ adapter.quote('table_type') }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.38331, "supported_languages": null}, "macro.dbt_utils.get_single_value": {"name": "get_single_value", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_single_value.sql", "original_file_path": "macros/sql/get_single_value.sql", "unique_id": "macro.dbt_utils.get_single_value", "macro_sql": "{% macro get_single_value(query, default=none) %}\n {{ return(adapter.dispatch('get_single_value', 'dbt_utils')(query, default)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_single_value"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.383845, "supported_languages": null}, "macro.dbt_utils.default__get_single_value": {"name": "default__get_single_value", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_single_value.sql", "original_file_path": "macros/sql/get_single_value.sql", "unique_id": "macro.dbt_utils.default__get_single_value", "macro_sql": "{% macro default__get_single_value(query, default) %}\n\n{# This macro returns the (0, 0) record in a query, i.e. the first row of the first column #}\n\n {%- call statement('get_query_result', fetch_result=True, auto_begin=false) -%}\n\n {{ query }}\n\n {%- endcall -%}\n\n {%- if execute -%}\n\n {% set r = load_result('get_query_result').table.columns[0].values() %}\n {% if r | length == 0 %}\n {% do print('Query `' ~ query ~ '` returned no rows. Using the default value: ' ~ default) %}\n {% set sql_result = default %}\n {% else %}\n {% set sql_result = r[0] %}\n {% endif %}\n \n {%- else -%}\n \n {% set sql_result = default %}\n \n {%- endif -%}\n\n {% do return(sql_result) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.3846872, "supported_languages": null}, "macro.dbt_utils.degrees_to_radians": {"name": "degrees_to_radians", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/haversine_distance.sql", "original_file_path": "macros/sql/haversine_distance.sql", "unique_id": "macro.dbt_utils.degrees_to_radians", "macro_sql": "{% macro degrees_to_radians(degrees) -%}\n acos(-1) * {{degrees}} / 180\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.3858109, "supported_languages": null}, "macro.dbt_utils.haversine_distance": {"name": "haversine_distance", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/haversine_distance.sql", "original_file_path": "macros/sql/haversine_distance.sql", "unique_id": "macro.dbt_utils.haversine_distance", "macro_sql": "{% macro haversine_distance(lat1, lon1, lat2, lon2, unit='mi') -%}\n {{ return(adapter.dispatch('haversine_distance', 'dbt_utils')(lat1,lon1,lat2,lon2,unit)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__haversine_distance"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.386101, "supported_languages": null}, "macro.dbt_utils.default__haversine_distance": {"name": "default__haversine_distance", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/haversine_distance.sql", "original_file_path": "macros/sql/haversine_distance.sql", "unique_id": "macro.dbt_utils.default__haversine_distance", "macro_sql": "{% macro default__haversine_distance(lat1, lon1, lat2, lon2, unit='mi') -%}\n{%- if unit == 'mi' %}\n {% set conversion_rate = 1 %}\n{% elif unit == 'km' %}\n {% set conversion_rate = 1.60934 %}\n{% else %}\n {{ exceptions.raise_compiler_error(\"unit input must be one of 'mi' or 'km'. Got \" ~ unit) }}\n{% endif %}\n\n 2 * 3961 * asin(sqrt(power((sin(radians(({{ lat2 }} - {{ lat1 }}) / 2))), 2) +\n cos(radians({{lat1}})) * cos(radians({{lat2}})) *\n power((sin(radians(({{ lon2 }} - {{ lon1 }}) / 2))), 2))) * {{ conversion_rate }}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.3866858, "supported_languages": null}, "macro.dbt_utils.bigquery__haversine_distance": {"name": "bigquery__haversine_distance", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/haversine_distance.sql", "original_file_path": "macros/sql/haversine_distance.sql", "unique_id": "macro.dbt_utils.bigquery__haversine_distance", "macro_sql": "{% macro bigquery__haversine_distance(lat1, lon1, lat2, lon2, unit='mi') -%}\n{% set radians_lat1 = dbt_utils.degrees_to_radians(lat1) %}\n{% set radians_lat2 = dbt_utils.degrees_to_radians(lat2) %}\n{% set radians_lon1 = dbt_utils.degrees_to_radians(lon1) %}\n{% set radians_lon2 = dbt_utils.degrees_to_radians(lon2) %}\n{%- if unit == 'mi' %}\n {% set conversion_rate = 1 %}\n{% elif unit == 'km' %}\n {% set conversion_rate = 1.60934 %}\n{% else %}\n {{ exceptions.raise_compiler_error(\"unit input must be one of 'mi' or 'km'. Got \" ~ unit) }}\n{% endif %}\n 2 * 3961 * asin(sqrt(power(sin(({{ radians_lat2 }} - {{ radians_lat1 }}) / 2), 2) +\n cos({{ radians_lat1 }}) * cos({{ radians_lat2 }}) *\n power(sin(({{ radians_lon2 }} - {{ radians_lon1 }}) / 2), 2))) * {{ conversion_rate }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.degrees_to_radians"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.3875258, "supported_languages": null}, "macro.spark_utils.get_tables": {"name": "get_tables", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/maintenance_operation.sql", "original_file_path": "macros/maintenance_operation.sql", "unique_id": "macro.spark_utils.get_tables", "macro_sql": "{% macro get_tables(table_regex_pattern='.*') %}\n\n {% set tables = [] %}\n {% for database in spark__list_schemas('not_used') %}\n {% for table in spark__list_relations_without_caching(database[0]) %}\n {% set db_tablename = database[0] ~ \".\" ~ table[1] %}\n {% set is_match = modules.re.match(table_regex_pattern, db_tablename) %}\n {% if is_match %}\n {% call statement('table_detail', fetch_result=True) -%}\n describe extended {{ db_tablename }}\n {% endcall %}\n\n {% set table_type = load_result('table_detail').table|reverse|selectattr(0, 'in', ('type', 'TYPE', 'Type'))|first %}\n {% if table_type[1]|lower != 'view' %}\n {{ tables.append(db_tablename) }}\n {% endif %}\n {% endif %}\n {% endfor %}\n {% endfor %}\n {{ return(tables) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.3929741, "supported_languages": null}, "macro.spark_utils.get_delta_tables": {"name": "get_delta_tables", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/maintenance_operation.sql", "original_file_path": "macros/maintenance_operation.sql", "unique_id": "macro.spark_utils.get_delta_tables", "macro_sql": "{% macro get_delta_tables(table_regex_pattern='.*') %}\n\n {% set delta_tables = [] %}\n {% for db_tablename in get_tables(table_regex_pattern) %}\n {% call statement('table_detail', fetch_result=True) -%}\n describe extended {{ db_tablename }}\n {% endcall %}\n\n {% set table_type = load_result('table_detail').table|reverse|selectattr(0, 'in', ('provider', 'PROVIDER', 'Provider'))|first %}\n {% if table_type[1]|lower == 'delta' %}\n {{ delta_tables.append(db_tablename) }}\n {% endif %}\n {% endfor %}\n {{ return(delta_tables) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.get_tables", "macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.393711, "supported_languages": null}, "macro.spark_utils.get_statistic_columns": {"name": "get_statistic_columns", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/maintenance_operation.sql", "original_file_path": "macros/maintenance_operation.sql", "unique_id": "macro.spark_utils.get_statistic_columns", "macro_sql": "{% macro get_statistic_columns(table) %}\n\n {% call statement('input_columns', fetch_result=True) %}\n SHOW COLUMNS IN {{ table }}\n {% endcall %}\n {% set input_columns = load_result('input_columns').table %}\n\n {% set output_columns = [] %}\n {% for column in input_columns %}\n {% call statement('column_information', fetch_result=True) %}\n DESCRIBE TABLE {{ table }} `{{ column[0] }}`\n {% endcall %}\n {% if not load_result('column_information').table[1][1].startswith('struct') and not load_result('column_information').table[1][1].startswith('array') %}\n {{ output_columns.append('`' ~ column[0] ~ '`') }}\n {% endif %}\n {% endfor %}\n {{ return(output_columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.394648, "supported_languages": null}, "macro.spark_utils.spark_optimize_delta_tables": {"name": "spark_optimize_delta_tables", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/maintenance_operation.sql", "original_file_path": "macros/maintenance_operation.sql", "unique_id": "macro.spark_utils.spark_optimize_delta_tables", "macro_sql": "{% macro spark_optimize_delta_tables(table_regex_pattern='.*') %}\n\n {% for table in get_delta_tables(table_regex_pattern) %}\n {% set start=modules.datetime.datetime.now() %}\n {% set message_prefix=loop.index ~ \" of \" ~ loop.length %}\n {{ dbt_utils.log_info(message_prefix ~ \" Optimizing \" ~ table) }}\n {% do run_query(\"optimize \" ~ table) %}\n {% set end=modules.datetime.datetime.now() %}\n {% set total_seconds = (end - start).total_seconds() | round(2) %}\n {{ dbt_utils.log_info(message_prefix ~ \" Finished \" ~ table ~ \" in \" ~ total_seconds ~ \"s\") }}\n {% endfor %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.get_delta_tables", "macro.dbt_utils.log_info", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.395422, "supported_languages": null}, "macro.spark_utils.spark_vacuum_delta_tables": {"name": "spark_vacuum_delta_tables", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/maintenance_operation.sql", "original_file_path": "macros/maintenance_operation.sql", "unique_id": "macro.spark_utils.spark_vacuum_delta_tables", "macro_sql": "{% macro spark_vacuum_delta_tables(table_regex_pattern='.*') %}\n\n {% for table in get_delta_tables(table_regex_pattern) %}\n {% set start=modules.datetime.datetime.now() %}\n {% set message_prefix=loop.index ~ \" of \" ~ loop.length %}\n {{ dbt_utils.log_info(message_prefix ~ \" Vacuuming \" ~ table) }}\n {% do run_query(\"vacuum \" ~ table) %}\n {% set end=modules.datetime.datetime.now() %}\n {% set total_seconds = (end - start).total_seconds() | round(2) %}\n {{ dbt_utils.log_info(message_prefix ~ \" Finished \" ~ table ~ \" in \" ~ total_seconds ~ \"s\") }}\n {% endfor %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.get_delta_tables", "macro.dbt_utils.log_info", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.396194, "supported_languages": null}, "macro.spark_utils.spark_analyze_tables": {"name": "spark_analyze_tables", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/maintenance_operation.sql", "original_file_path": "macros/maintenance_operation.sql", "unique_id": "macro.spark_utils.spark_analyze_tables", "macro_sql": "{% macro spark_analyze_tables(table_regex_pattern='.*') %}\n\n {% for table in get_tables(table_regex_pattern) %}\n {% set start=modules.datetime.datetime.now() %}\n {% set columns = get_statistic_columns(table) | join(',') %}\n {% set message_prefix=loop.index ~ \" of \" ~ loop.length %}\n {{ dbt_utils.log_info(message_prefix ~ \" Analyzing \" ~ table) }}\n {% if columns != '' %}\n {% do run_query(\"analyze table \" ~ table ~ \" compute statistics for columns \" ~ columns) %}\n {% endif %}\n {% set end=modules.datetime.datetime.now() %}\n {% set total_seconds = (end - start).total_seconds() | round(2) %}\n {{ dbt_utils.log_info(message_prefix ~ \" Finished \" ~ table ~ \" in \" ~ total_seconds ~ \"s\") }}\n {% endfor %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.get_tables", "macro.spark_utils.get_statistic_columns", "macro.dbt_utils.log_info", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.397202, "supported_languages": null}, "macro.spark_utils.spark__concat": {"name": "spark__concat", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/cross_db_utils/concat.sql", "original_file_path": "macros/dbt_utils/cross_db_utils/concat.sql", "unique_id": "macro.spark_utils.spark__concat", "macro_sql": "{% macro spark__concat(fields) -%}\n concat({{ fields|join(', ') }})\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.3973918, "supported_languages": null}, "macro.spark_utils.spark__type_numeric": {"name": "spark__type_numeric", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/cross_db_utils/datatypes.sql", "original_file_path": "macros/dbt_utils/cross_db_utils/datatypes.sql", "unique_id": "macro.spark_utils.spark__type_numeric", "macro_sql": "{% macro spark__type_numeric() %}\n decimal(28, 6)\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.397506, "supported_languages": null}, "macro.spark_utils.spark__dateadd": {"name": "spark__dateadd", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/cross_db_utils/dateadd.sql", "original_file_path": "macros/dbt_utils/cross_db_utils/dateadd.sql", "unique_id": "macro.spark_utils.spark__dateadd", "macro_sql": "{% macro spark__dateadd(datepart, interval, from_date_or_timestamp) %}\n\n {%- set clock_component -%}\n {# make sure the dates + timestamps are real, otherwise raise an error asap #}\n to_unix_timestamp({{ spark_utils.assert_not_null('to_timestamp', from_date_or_timestamp) }})\n - to_unix_timestamp({{ spark_utils.assert_not_null('date', from_date_or_timestamp) }})\n {%- endset -%}\n\n {%- if datepart in ['day', 'week'] -%}\n \n {%- set multiplier = 7 if datepart == 'week' else 1 -%}\n\n to_timestamp(\n to_unix_timestamp(\n date_add(\n {{ spark_utils.assert_not_null('date', from_date_or_timestamp) }},\n cast({{interval}} * {{multiplier}} as int)\n )\n ) + {{clock_component}}\n )\n\n {%- elif datepart in ['month', 'quarter', 'year'] -%}\n \n {%- set multiplier -%} \n {%- if datepart == 'month' -%} 1\n {%- elif datepart == 'quarter' -%} 3\n {%- elif datepart == 'year' -%} 12\n {%- endif -%}\n {%- endset -%}\n\n to_timestamp(\n to_unix_timestamp(\n add_months(\n {{ spark_utils.assert_not_null('date', from_date_or_timestamp) }},\n cast({{interval}} * {{multiplier}} as int)\n )\n ) + {{clock_component}}\n )\n\n {%- elif datepart in ('hour', 'minute', 'second', 'millisecond', 'microsecond') -%}\n \n {%- set multiplier -%} \n {%- if datepart == 'hour' -%} 3600\n {%- elif datepart == 'minute' -%} 60\n {%- elif datepart == 'second' -%} 1\n {%- elif datepart == 'millisecond' -%} (1/1000000)\n {%- elif datepart == 'microsecond' -%} (1/1000000)\n {%- endif -%}\n {%- endset -%}\n\n to_timestamp(\n {{ spark_utils.assert_not_null('to_unix_timestamp', from_date_or_timestamp) }}\n + cast({{interval}} * {{multiplier}} as int)\n )\n\n {%- else -%}\n\n {{ exceptions.raise_compiler_error(\"macro dateadd not implemented for datepart ~ '\" ~ datepart ~ \"' ~ on Spark\") }}\n\n {%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.assert_not_null"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.400522, "supported_languages": null}, "macro.spark_utils.spark__datediff": {"name": "spark__datediff", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/cross_db_utils/datediff.sql", "original_file_path": "macros/dbt_utils/cross_db_utils/datediff.sql", "unique_id": "macro.spark_utils.spark__datediff", "macro_sql": "{% macro spark__datediff(first_date, second_date, datepart) %}\n\n {%- if datepart in ['day', 'week', 'month', 'quarter', 'year'] -%}\n \n {# make sure the dates are real, otherwise raise an error asap #}\n {% set first_date = spark_utils.assert_not_null('date', first_date) %}\n {% set second_date = spark_utils.assert_not_null('date', second_date) %}\n \n {%- endif -%}\n \n {%- if datepart == 'day' -%}\n \n datediff({{second_date}}, {{first_date}})\n \n {%- elif datepart == 'week' -%}\n \n case when {{first_date}} < {{second_date}}\n then floor(datediff({{second_date}}, {{first_date}})/7)\n else ceil(datediff({{second_date}}, {{first_date}})/7)\n end\n \n -- did we cross a week boundary (Sunday)?\n + case\n when {{first_date}} < {{second_date}} and dayofweek({{second_date}}) < dayofweek({{first_date}}) then 1\n when {{first_date}} > {{second_date}} and dayofweek({{second_date}}) > dayofweek({{first_date}}) then -1\n else 0 end\n\n {%- elif datepart == 'month' -%}\n\n case when {{first_date}} < {{second_date}}\n then floor(months_between(date({{second_date}}), date({{first_date}})))\n else ceil(months_between(date({{second_date}}), date({{first_date}})))\n end\n \n -- did we cross a month boundary?\n + case\n when {{first_date}} < {{second_date}} and dayofmonth({{second_date}}) < dayofmonth({{first_date}}) then 1\n when {{first_date}} > {{second_date}} and dayofmonth({{second_date}}) > dayofmonth({{first_date}}) then -1\n else 0 end\n \n {%- elif datepart == 'quarter' -%}\n \n case when {{first_date}} < {{second_date}}\n then floor(months_between(date({{second_date}}), date({{first_date}}))/3)\n else ceil(months_between(date({{second_date}}), date({{first_date}}))/3)\n end\n \n -- did we cross a quarter boundary?\n + case\n when {{first_date}} < {{second_date}} and (\n (dayofyear({{second_date}}) - (quarter({{second_date}}) * 365/4))\n < (dayofyear({{first_date}}) - (quarter({{first_date}}) * 365/4))\n ) then 1\n when {{first_date}} > {{second_date}} and (\n (dayofyear({{second_date}}) - (quarter({{second_date}}) * 365/4))\n > (dayofyear({{first_date}}) - (quarter({{first_date}}) * 365/4))\n ) then -1\n else 0 end\n\n {%- elif datepart == 'year' -%}\n \n year({{second_date}}) - year({{first_date}})\n\n {%- elif datepart in ('hour', 'minute', 'second', 'millisecond', 'microsecond') -%}\n \n {%- set divisor -%} \n {%- if datepart == 'hour' -%} 3600\n {%- elif datepart == 'minute' -%} 60\n {%- elif datepart == 'second' -%} 1\n {%- elif datepart == 'millisecond' -%} (1/1000)\n {%- elif datepart == 'microsecond' -%} (1/1000000)\n {%- endif -%}\n {%- endset -%}\n\n case when {{first_date}} < {{second_date}}\n then ceil((\n {# make sure the timestamps are real, otherwise raise an error asap #}\n {{ spark_utils.assert_not_null('to_unix_timestamp', spark_utils.assert_not_null('to_timestamp', second_date)) }}\n - {{ spark_utils.assert_not_null('to_unix_timestamp', spark_utils.assert_not_null('to_timestamp', first_date)) }}\n ) / {{divisor}})\n else floor((\n {{ spark_utils.assert_not_null('to_unix_timestamp', spark_utils.assert_not_null('to_timestamp', second_date)) }}\n - {{ spark_utils.assert_not_null('to_unix_timestamp', spark_utils.assert_not_null('to_timestamp', first_date)) }}\n ) / {{divisor}})\n end\n \n {% if datepart == 'millisecond' %}\n + cast(date_format({{second_date}}, 'SSS') as int)\n - cast(date_format({{first_date}}, 'SSS') as int)\n {% endif %}\n \n {% if datepart == 'microsecond' %} \n {% set capture_str = '[0-9]{4}-[0-9]{2}-[0-9]{2}.[0-9]{2}:[0-9]{2}:[0-9]{2}.([0-9]{6})' %}\n -- Spark doesn't really support microseconds, so this is a massive hack!\n -- It will only work if the timestamp-string is of the format\n -- 'yyyy-MM-dd-HH mm.ss.SSSSSS'\n + cast(regexp_extract({{second_date}}, '{{capture_str}}', 1) as int)\n - cast(regexp_extract({{first_date}}, '{{capture_str}}', 1) as int) \n {% endif %}\n\n {%- else -%}\n\n {{ exceptions.raise_compiler_error(\"macro datediff not implemented for datepart ~ '\" ~ datepart ~ \"' ~ on Spark\") }}\n\n {%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.assert_not_null"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.4087522, "supported_languages": null}, "macro.spark_utils.spark__current_timestamp": {"name": "spark__current_timestamp", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/cross_db_utils/current_timestamp.sql", "original_file_path": "macros/dbt_utils/cross_db_utils/current_timestamp.sql", "unique_id": "macro.spark_utils.spark__current_timestamp", "macro_sql": "{% macro spark__current_timestamp() %}\n current_timestamp()\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.408911, "supported_languages": null}, "macro.spark_utils.spark__current_timestamp_in_utc": {"name": "spark__current_timestamp_in_utc", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/cross_db_utils/current_timestamp.sql", "original_file_path": "macros/dbt_utils/cross_db_utils/current_timestamp.sql", "unique_id": "macro.spark_utils.spark__current_timestamp_in_utc", "macro_sql": "{% macro spark__current_timestamp_in_utc() %}\n unix_timestamp()\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.408993, "supported_languages": null}, "macro.spark_utils.spark__split_part": {"name": "spark__split_part", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/cross_db_utils/split_part.sql", "original_file_path": "macros/dbt_utils/cross_db_utils/split_part.sql", "unique_id": "macro.spark_utils.spark__split_part", "macro_sql": "{% macro spark__split_part(string_text, delimiter_text, part_number) %}\n\n {% set delimiter_expr %}\n \n -- escape if starts with a special character\n case when regexp_extract({{ delimiter_text }}, '([^A-Za-z0-9])(.*)', 1) != '_'\n then concat('\\\\', {{ delimiter_text }})\n else {{ delimiter_text }} end\n \n {% endset %}\n\n {% set split_part_expr %}\n \n split(\n {{ string_text }},\n {{ delimiter_expr }}\n )[({{ part_number - 1 }})]\n \n {% endset %}\n \n {{ return(split_part_expr) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.409591, "supported_languages": null}, "macro.spark_utils.spark__get_relations_by_pattern": {"name": "spark__get_relations_by_pattern", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/sql/get_relations_by_prefix.sql", "original_file_path": "macros/dbt_utils/sql/get_relations_by_prefix.sql", "unique_id": "macro.spark_utils.spark__get_relations_by_pattern", "macro_sql": "{% macro spark__get_relations_by_pattern(schema_pattern, table_pattern, exclude='', database=target.database) %}\n\n {%- call statement('get_tables', fetch_result=True) %}\n\n show table extended in {{ schema_pattern }} like '{{ table_pattern }}'\n\n {%- endcall -%}\n\n {%- set table_list = load_result('get_tables') -%}\n\n {%- if table_list and table_list['table'] -%}\n {%- set tbl_relations = [] -%}\n {%- for row in table_list['table'] -%}\n {%- set tbl_relation = api.Relation.create(\n database=None,\n schema=row[0],\n identifier=row[1],\n type=('view' if 'Type: VIEW' in row[3] else 'table')\n ) -%}\n {%- do tbl_relations.append(tbl_relation) -%}\n {%- endfor -%}\n\n {{ return(tbl_relations) }}\n {%- else -%}\n {{ return([]) }}\n {%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.411243, "supported_languages": null}, "macro.spark_utils.spark__get_relations_by_prefix": {"name": "spark__get_relations_by_prefix", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/sql/get_relations_by_prefix.sql", "original_file_path": "macros/dbt_utils/sql/get_relations_by_prefix.sql", "unique_id": "macro.spark_utils.spark__get_relations_by_prefix", "macro_sql": "{% macro spark__get_relations_by_prefix(schema_pattern, table_pattern, exclude='', database=target.database) %}\n {% set table_pattern = table_pattern ~ '*' %}\n {{ return(spark_utils.spark__get_relations_by_pattern(schema_pattern, table_pattern, exclude='', database=target.database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.spark__get_relations_by_pattern"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.4115992, "supported_languages": null}, "macro.spark_utils.spark__get_tables_by_pattern": {"name": "spark__get_tables_by_pattern", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/sql/get_relations_by_prefix.sql", "original_file_path": "macros/dbt_utils/sql/get_relations_by_prefix.sql", "unique_id": "macro.spark_utils.spark__get_tables_by_pattern", "macro_sql": "{% macro spark__get_tables_by_pattern(schema_pattern, table_pattern, exclude='', database=target.database) %}\n {{ return(spark_utils.spark__get_relations_by_pattern(schema_pattern, table_pattern, exclude='', database=target.database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.spark__get_relations_by_pattern"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.411885, "supported_languages": null}, "macro.spark_utils.spark__get_tables_by_prefix": {"name": "spark__get_tables_by_prefix", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/sql/get_relations_by_prefix.sql", "original_file_path": "macros/dbt_utils/sql/get_relations_by_prefix.sql", "unique_id": "macro.spark_utils.spark__get_tables_by_prefix", "macro_sql": "{% macro spark__get_tables_by_prefix(schema_pattern, table_pattern, exclude='', database=target.database) %}\n {{ return(spark_utils.spark__get_relations_by_prefix(schema_pattern, table_pattern, exclude='', database=target.database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.spark__get_relations_by_prefix"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.412168, "supported_languages": null}, "macro.spark_utils.assert_not_null": {"name": "assert_not_null", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/etc/assert_not_null.sql", "original_file_path": "macros/etc/assert_not_null.sql", "unique_id": "macro.spark_utils.assert_not_null", "macro_sql": "{% macro assert_not_null(function, arg) -%}\n {{ return(adapter.dispatch('assert_not_null', 'spark_utils')(function, arg)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.spark_utils.default__assert_not_null"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.4125, "supported_languages": null}, "macro.spark_utils.default__assert_not_null": {"name": "default__assert_not_null", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/etc/assert_not_null.sql", "original_file_path": "macros/etc/assert_not_null.sql", "unique_id": "macro.spark_utils.default__assert_not_null", "macro_sql": "{% macro default__assert_not_null(function, arg) %}\n\n coalesce({{function}}({{arg}}), nvl2({{function}}({{arg}}), assert_true({{function}}({{arg}}) is not null), null))\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.412708, "supported_languages": null}, "macro.spark_utils.spark__convert_timezone": {"name": "spark__convert_timezone", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/snowplow/convert_timezone.sql", "original_file_path": "macros/snowplow/convert_timezone.sql", "unique_id": "macro.spark_utils.spark__convert_timezone", "macro_sql": "{% macro spark__convert_timezone(in_tz, out_tz, in_timestamp) %}\n from_utc_timestamp(to_utc_timestamp({{in_timestamp}}, {{in_tz}}), {{out_tz}})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.412917, "supported_languages": null}, "macro.dbt_date.get_date_dimension": {"name": "get_date_dimension", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/get_date_dimension.sql", "original_file_path": "macros/get_date_dimension.sql", "unique_id": "macro.dbt_date.get_date_dimension", "macro_sql": "{% macro get_date_dimension(start_date, end_date) %}\n {{ adapter.dispatch('get_date_dimension', 'dbt_date') (start_date, end_date) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_date.postgres__get_date_dimension"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.422362, "supported_languages": null}, "macro.dbt_date.default__get_date_dimension": {"name": "default__get_date_dimension", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/get_date_dimension.sql", "original_file_path": "macros/get_date_dimension.sql", "unique_id": "macro.dbt_date.default__get_date_dimension", "macro_sql": "{% macro default__get_date_dimension(start_date, end_date) %}\nwith base_dates as (\n {{ dbt_date.get_base_dates(start_date, end_date) }}\n),\ndates_with_prior_year_dates as (\n\n select\n cast(d.date_day as date) as date_day,\n cast({{ dbt.dateadd('year', -1 , 'd.date_day') }} as date) as prior_year_date_day,\n cast({{ dbt.dateadd('day', -364 , 'd.date_day') }} as date) as prior_year_over_year_date_day\n from\n \tbase_dates d\n\n)\nselect\n d.date_day,\n {{ dbt_date.yesterday('d.date_day') }} as prior_date_day,\n {{ dbt_date.tomorrow('d.date_day') }} as next_date_day,\n d.prior_year_date_day as prior_year_date_day,\n d.prior_year_over_year_date_day,\n {{ dbt_date.day_of_week('d.date_day', isoweek=false) }} as day_of_week,\n {{ dbt_date.day_of_week('d.date_day', isoweek=true) }} as day_of_week_iso,\n {{ dbt_date.day_name('d.date_day', short=false) }} as day_of_week_name,\n {{ dbt_date.day_name('d.date_day', short=true) }} as day_of_week_name_short,\n {{ dbt_date.day_of_month('d.date_day') }} as day_of_month,\n {{ dbt_date.day_of_year('d.date_day') }} as day_of_year,\n\n {{ dbt_date.week_start('d.date_day') }} as week_start_date,\n {{ dbt_date.week_end('d.date_day') }} as week_end_date,\n {{ dbt_date.week_start('d.prior_year_over_year_date_day') }} as prior_year_week_start_date,\n {{ dbt_date.week_end('d.prior_year_over_year_date_day') }} as prior_year_week_end_date,\n {{ dbt_date.week_of_year('d.date_day') }} as week_of_year,\n\n {{ dbt_date.iso_week_start('d.date_day') }} as iso_week_start_date,\n {{ dbt_date.iso_week_end('d.date_day') }} as iso_week_end_date,\n {{ dbt_date.iso_week_start('d.prior_year_over_year_date_day') }} as prior_year_iso_week_start_date,\n {{ dbt_date.iso_week_end('d.prior_year_over_year_date_day') }} as prior_year_iso_week_end_date,\n {{ dbt_date.iso_week_of_year('d.date_day') }} as iso_week_of_year,\n\n {{ dbt_date.week_of_year('d.prior_year_over_year_date_day') }} as prior_year_week_of_year,\n {{ dbt_date.iso_week_of_year('d.prior_year_over_year_date_day') }} as prior_year_iso_week_of_year,\n\n cast({{ dbt_date.date_part('month', 'd.date_day') }} as {{ dbt.type_int() }}) as month_of_year,\n {{ dbt_date.month_name('d.date_day', short=false) }} as month_name,\n {{ dbt_date.month_name('d.date_day', short=true) }} as month_name_short,\n\n cast({{ dbt.date_trunc('month', 'd.date_day') }} as date) as month_start_date,\n cast({{ last_day('d.date_day', 'month') }} as date) as month_end_date,\n\n cast({{ dbt.date_trunc('month', 'd.prior_year_date_day') }} as date) as prior_year_month_start_date,\n cast({{ last_day('d.prior_year_date_day', 'month') }} as date) as prior_year_month_end_date,\n\n cast({{ dbt_date.date_part('quarter', 'd.date_day') }} as {{ dbt.type_int() }}) as quarter_of_year,\n cast({{ dbt.date_trunc('quarter', 'd.date_day') }} as date) as quarter_start_date,\n cast({{ last_day('d.date_day', 'quarter') }} as date) as quarter_end_date,\n\n cast({{ dbt_date.date_part('year', 'd.date_day') }} as {{ dbt.type_int() }}) as year_number,\n cast({{ dbt.date_trunc('year', 'd.date_day') }} as date) as year_start_date,\n cast({{ last_day('d.date_day', 'year') }} as date) as year_end_date\nfrom\n dates_with_prior_year_dates d\norder by 1\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_date.get_base_dates", "macro.dbt.dateadd", "macro.dbt_date.yesterday", "macro.dbt_date.tomorrow", "macro.dbt_date.day_of_week", "macro.dbt_date.day_name", "macro.dbt_date.day_of_month", "macro.dbt_date.day_of_year", "macro.dbt_date.week_start", "macro.dbt_date.week_end", "macro.dbt_date.week_of_year", "macro.dbt_date.iso_week_start", "macro.dbt_date.iso_week_end", "macro.dbt_date.iso_week_of_year", "macro.dbt_date.date_part", "macro.dbt.type_int", "macro.dbt_date.month_name", "macro.dbt.date_trunc", "macro.dbt.last_day"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.424774, "supported_languages": null}, "macro.dbt_date.postgres__get_date_dimension": {"name": "postgres__get_date_dimension", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/get_date_dimension.sql", "original_file_path": "macros/get_date_dimension.sql", "unique_id": "macro.dbt_date.postgres__get_date_dimension", "macro_sql": "{% macro postgres__get_date_dimension(start_date, end_date) %}\nwith base_dates as (\n {{ dbt_date.get_base_dates(start_date, end_date) }}\n),\ndates_with_prior_year_dates as (\n\n select\n cast(d.date_day as date) as date_day,\n cast({{ dbt.dateadd('year', -1 , 'd.date_day') }} as date) as prior_year_date_day,\n cast({{ dbt.dateadd('day', -364 , 'd.date_day') }} as date) as prior_year_over_year_date_day\n from\n \tbase_dates d\n\n)\nselect\n d.date_day,\n {{ dbt_date.yesterday('d.date_day') }} as prior_date_day,\n {{ dbt_date.tomorrow('d.date_day') }} as next_date_day,\n d.prior_year_date_day as prior_year_date_day,\n d.prior_year_over_year_date_day,\n {{ dbt_date.day_of_week('d.date_day', isoweek=true) }} as day_of_week,\n\n {{ dbt_date.day_name('d.date_day', short=false) }} as day_of_week_name,\n {{ dbt_date.day_name('d.date_day', short=true) }} as day_of_week_name_short,\n {{ dbt_date.day_of_month('d.date_day') }} as day_of_month,\n {{ dbt_date.day_of_year('d.date_day') }} as day_of_year,\n\n {{ dbt_date.week_start('d.date_day') }} as week_start_date,\n {{ dbt_date.week_end('d.date_day') }} as week_end_date,\n {{ dbt_date.week_start('d.prior_year_over_year_date_day') }} as prior_year_week_start_date,\n {{ dbt_date.week_end('d.prior_year_over_year_date_day') }} as prior_year_week_end_date,\n {{ dbt_date.week_of_year('d.date_day') }} as week_of_year,\n\n {{ dbt_date.iso_week_start('d.date_day') }} as iso_week_start_date,\n {{ dbt_date.iso_week_end('d.date_day') }} as iso_week_end_date,\n {{ dbt_date.iso_week_start('d.prior_year_over_year_date_day') }} as prior_year_iso_week_start_date,\n {{ dbt_date.iso_week_end('d.prior_year_over_year_date_day') }} as prior_year_iso_week_end_date,\n {{ dbt_date.iso_week_of_year('d.date_day') }} as iso_week_of_year,\n\n {{ dbt_date.week_of_year('d.prior_year_over_year_date_day') }} as prior_year_week_of_year,\n {{ dbt_date.iso_week_of_year('d.prior_year_over_year_date_day') }} as prior_year_iso_week_of_year,\n\n cast({{ dbt_date.date_part('month', 'd.date_day') }} as {{ dbt.type_int() }}) as month_of_year,\n {{ dbt_date.month_name('d.date_day', short=false) }} as month_name,\n {{ dbt_date.month_name('d.date_day', short=true) }} as month_name_short,\n\n cast({{ dbt.date_trunc('month', 'd.date_day') }} as date) as month_start_date,\n cast({{ last_day('d.date_day', 'month') }} as date) as month_end_date,\n\n cast({{ dbt.date_trunc('month', 'd.prior_year_date_day') }} as date) as prior_year_month_start_date,\n cast({{ last_day('d.prior_year_date_day', 'month') }} as date) as prior_year_month_end_date,\n\n cast({{ dbt_date.date_part('quarter', 'd.date_day') }} as {{ dbt.type_int() }}) as quarter_of_year,\n cast({{ dbt.date_trunc('quarter', 'd.date_day') }} as date) as quarter_start_date,\n {# last_day does not support quarter because postgresql does not support quarter interval. #}\n cast({{dbt.dateadd('day', '-1', dbt.dateadd('month', '3', dbt.date_trunc('quarter', 'd.date_day')))}} as date) as quarter_end_date,\n\n cast({{ dbt_date.date_part('year', 'd.date_day') }} as {{ dbt.type_int() }}) as year_number,\n cast({{ dbt.date_trunc('year', 'd.date_day') }} as date) as year_start_date,\n cast({{ last_day('d.date_day', 'year') }} as date) as year_end_date\nfrom\n dates_with_prior_year_dates d\norder by 1\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_date.get_base_dates", "macro.dbt.dateadd", "macro.dbt_date.yesterday", "macro.dbt_date.tomorrow", "macro.dbt_date.day_of_week", "macro.dbt_date.day_name", "macro.dbt_date.day_of_month", "macro.dbt_date.day_of_year", "macro.dbt_date.week_start", "macro.dbt_date.week_end", "macro.dbt_date.week_of_year", "macro.dbt_date.iso_week_start", "macro.dbt_date.iso_week_end", "macro.dbt_date.iso_week_of_year", "macro.dbt_date.date_part", "macro.dbt.type_int", "macro.dbt_date.month_name", "macro.dbt.date_trunc", "macro.dbt.last_day"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.42719, "supported_languages": null}, "macro.dbt_date.get_base_dates": {"name": "get_base_dates", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/get_base_dates.sql", "original_file_path": "macros/get_base_dates.sql", "unique_id": "macro.dbt_date.get_base_dates", "macro_sql": "{% macro get_base_dates(start_date=None, end_date=None, n_dateparts=None, datepart=\"day\") %}\n {{ adapter.dispatch('get_base_dates', 'dbt_date') (start_date, end_date, n_dateparts, datepart) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_date.default__get_base_dates"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.4289, "supported_languages": null}, "macro.dbt_date.default__get_base_dates": {"name": "default__get_base_dates", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/get_base_dates.sql", "original_file_path": "macros/get_base_dates.sql", "unique_id": "macro.dbt_date.default__get_base_dates", "macro_sql": "{% macro default__get_base_dates(start_date, end_date, n_dateparts, datepart) %}\n\n{%- if start_date and end_date -%}\n{%- set start_date=\"cast('\" ~ start_date ~ \"' as \" ~ dbt.type_timestamp() ~ \")\" -%}\n{%- set end_date=\"cast('\" ~ end_date ~ \"' as \" ~ dbt.type_timestamp() ~ \")\" -%}\n\n{%- elif n_dateparts and datepart -%}\n\n{%- set start_date = dbt.dateadd(datepart, -1 * n_dateparts, dbt_date.today()) -%}\n{%- set end_date = dbt_date.tomorrow() -%}\n{%- endif -%}\n\nwith date_spine as\n(\n\n {{ dbt_date.date_spine(\n datepart=datepart,\n start_date=start_date,\n end_date=end_date,\n )\n }}\n\n)\nselect\n cast(d.date_{{ datepart }} as {{ dbt.type_timestamp() }}) as date_{{ datepart }}\nfrom\n date_spine d\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_timestamp", "macro.dbt.dateadd", "macro.dbt_date.today", "macro.dbt_date.tomorrow", "macro.dbt_date.date_spine"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.429686, "supported_languages": null}, "macro.dbt_date.bigquery__get_base_dates": {"name": "bigquery__get_base_dates", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/get_base_dates.sql", "original_file_path": "macros/get_base_dates.sql", "unique_id": "macro.dbt_date.bigquery__get_base_dates", "macro_sql": "{% macro bigquery__get_base_dates(start_date, end_date, n_dateparts, datepart) %}\n\n{%- if start_date and end_date -%}\n{%- set start_date=\"cast('\" ~ start_date ~ \"' as datetime )\" -%}\n{%- set end_date=\"cast('\" ~ end_date ~ \"' as datetime )\" -%}\n\n{%- elif n_dateparts and datepart -%}\n\n{%- set start_date = dbt.dateadd(datepart, -1 * n_dateparts, dbt_date.today()) -%}\n{%- set end_date = dbt_date.tomorrow() -%}\n{%- endif -%}\n\nwith date_spine as\n(\n\n {{ dbt_date.date_spine(\n datepart=datepart,\n start_date=start_date,\n end_date=end_date,\n )\n }}\n\n)\nselect\n cast(d.date_{{ datepart }} as {{ dbt.type_timestamp() }}) as date_{{ datepart }}\nfrom\n date_spine d\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.dateadd", "macro.dbt_date.today", "macro.dbt_date.tomorrow", "macro.dbt_date.date_spine", "macro.dbt.type_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.4304, "supported_languages": null}, "macro.dbt_date.trino__get_base_dates": {"name": "trino__get_base_dates", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/get_base_dates.sql", "original_file_path": "macros/get_base_dates.sql", "unique_id": "macro.dbt_date.trino__get_base_dates", "macro_sql": "{% macro trino__get_base_dates(start_date, end_date, n_dateparts, datepart) %}\n\n{%- if start_date and end_date -%}\n{%- set start_date=\"cast('\" ~ start_date ~ \"' as \" ~ dbt.type_timestamp() ~ \")\" -%}\n{%- set end_date=\"cast('\" ~ end_date ~ \"' as \" ~ dbt.type_timestamp() ~ \")\" -%}\n\n{%- elif n_dateparts and datepart -%}\n\n{%- set start_date = dbt.dateadd(datepart, -1 * n_dateparts, dbt_date.now()) -%}\n{%- set end_date = dbt_date.tomorrow() -%}\n{%- endif -%}\n\nwith date_spine as\n(\n\n {{ dbt_date.date_spine(\n datepart=datepart,\n start_date=start_date,\n end_date=end_date,\n )\n }}\n\n)\nselect\n cast(d.date_{{ datepart }} as {{ dbt.type_timestamp() }}) as date_{{ datepart }}\nfrom\n date_spine d\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_timestamp", "macro.dbt.dateadd", "macro.dbt_date.now", "macro.dbt_date.tomorrow", "macro.dbt_date.date_spine"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.43119, "supported_languages": null}, "macro.dbt_date.get_intervals_between": {"name": "get_intervals_between", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/_utils/date_spine.sql", "original_file_path": "macros/_utils/date_spine.sql", "unique_id": "macro.dbt_date.get_intervals_between", "macro_sql": "{% macro get_intervals_between(start_date, end_date, datepart) -%}\n {{ return(adapter.dispatch('get_intervals_between', 'dbt_date')(start_date, end_date, datepart)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_date.default__get_intervals_between"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.4319339, "supported_languages": null}, "macro.dbt_date.default__get_intervals_between": {"name": "default__get_intervals_between", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/_utils/date_spine.sql", "original_file_path": "macros/_utils/date_spine.sql", "unique_id": "macro.dbt_date.default__get_intervals_between", "macro_sql": "{% macro default__get_intervals_between(start_date, end_date, datepart) -%}\n {%- call statement('get_intervals_between', fetch_result=True) %}\n\n select {{ dbt.datediff(start_date, end_date, datepart) }}\n\n {%- endcall -%}\n\n {%- set value_list = load_result('get_intervals_between') -%}\n\n {%- if value_list and value_list['data'] -%}\n {%- set values = value_list['data'] | map(attribute=0) | list %}\n {{ return(values[0]) }}\n {%- else -%}\n {{ return(1) }}\n {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.datediff"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.432556, "supported_languages": null}, "macro.dbt_date.date_spine": {"name": "date_spine", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/_utils/date_spine.sql", "original_file_path": "macros/_utils/date_spine.sql", "unique_id": "macro.dbt_date.date_spine", "macro_sql": "{% macro date_spine(datepart, start_date, end_date) %}\n {{ return(adapter.dispatch('date_spine', 'dbt_date')(datepart, start_date, end_date)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_date.default__date_spine"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.4327989, "supported_languages": null}, "macro.dbt_date.default__date_spine": {"name": "default__date_spine", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/_utils/date_spine.sql", "original_file_path": "macros/_utils/date_spine.sql", "unique_id": "macro.dbt_date.default__date_spine", "macro_sql": "{% macro default__date_spine(datepart, start_date, end_date) %}\n\n\n{# call as follows:\n\ndate_spine(\n \"day\",\n \"to_date('01/01/2016', 'mm/dd/yyyy')\",\n \"dbt.dateadd(week, 1, current_date)\"\n) #}\n\n\nwith rawdata as (\n\n {{\n dbt_date.generate_series(\n dbt_date.get_intervals_between(start_date, end_date, datepart)\n )\n }}\n\n),\n\nall_periods as (\n\n select (\n {{\n dbt.dateadd(\n datepart,\n \"(row_number() over (order by 1) - 1)\",\n start_date\n )\n }}\n ) as date_{{datepart}}\n from rawdata\n\n),\n\nfiltered as (\n\n select *\n from all_periods\n where date_{{datepart}} <= {{ end_date }}\n\n)\n\nselect * from filtered\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_date.generate_series", "macro.dbt_date.get_intervals_between", "macro.dbt.dateadd"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.433179, "supported_languages": null}, "macro.dbt_date.get_powers_of_two": {"name": "get_powers_of_two", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/_utils/generate_series.sql", "original_file_path": "macros/_utils/generate_series.sql", "unique_id": "macro.dbt_date.get_powers_of_two", "macro_sql": "{% macro get_powers_of_two(upper_bound) %}\n {{ return(adapter.dispatch('get_powers_of_two', 'dbt_date')(upper_bound)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_date.default__get_powers_of_two"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.434052, "supported_languages": null}, "macro.dbt_date.default__get_powers_of_two": {"name": "default__get_powers_of_two", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/_utils/generate_series.sql", "original_file_path": "macros/_utils/generate_series.sql", "unique_id": "macro.dbt_date.default__get_powers_of_two", "macro_sql": "{% macro default__get_powers_of_two(upper_bound) %}\n\n {% if upper_bound <= 0 %}\n {{ exceptions.raise_compiler_error(\"upper bound must be positive\") }}\n {% endif %}\n\n {% for _ in range(1, 100) %}\n {% if upper_bound <= 2 ** loop.index %}{{ return(loop.index) }}{% endif %}\n {% endfor %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.434488, "supported_languages": null}, "macro.dbt_date.generate_series": {"name": "generate_series", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/_utils/generate_series.sql", "original_file_path": "macros/_utils/generate_series.sql", "unique_id": "macro.dbt_date.generate_series", "macro_sql": "{% macro generate_series(upper_bound) %}\n {{ return(adapter.dispatch('generate_series', 'dbt_date')(upper_bound)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_date.default__generate_series"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.434689, "supported_languages": null}, "macro.dbt_date.default__generate_series": {"name": "default__generate_series", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/_utils/generate_series.sql", "original_file_path": "macros/_utils/generate_series.sql", "unique_id": "macro.dbt_date.default__generate_series", "macro_sql": "{% macro default__generate_series(upper_bound) %}\n\n {% set n = dbt_date.get_powers_of_two(upper_bound) %}\n\n with p as (\n select 0 as generated_number union all select 1\n ), unioned as (\n\n select\n\n {% for i in range(n) %}\n p{{i}}.generated_number * power(2, {{i}})\n {% if not loop.last %} + {% endif %}\n {% endfor %}\n + 1\n as generated_number\n\n from\n\n {% for i in range(n) %}\n p as p{{i}}\n {% if not loop.last %} cross join {% endif %}\n {% endfor %}\n\n )\n\n select *\n from unioned\n where generated_number <= {{upper_bound}}\n order by generated_number\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_date.get_powers_of_two"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.4352498, "supported_languages": null}, "macro.dbt_date.date": {"name": "date", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/_utils/modules_datetime.sql", "original_file_path": "macros/_utils/modules_datetime.sql", "unique_id": "macro.dbt_date.date", "macro_sql": "{% macro date(year, month, day) %}\n {{ return(modules.datetime.date(year, month, day)) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.435603, "supported_languages": null}, "macro.dbt_date.datetime": {"name": "datetime", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/_utils/modules_datetime.sql", "original_file_path": "macros/_utils/modules_datetime.sql", "unique_id": "macro.dbt_date.datetime", "macro_sql": "{% macro datetime(year, month, day, hour=0, minute=0, second=0, microsecond=0, tz=None) %}\n {% set tz = tz if tz else var(\"dbt_date:time_zone\") %}\n {{ return(\n modules.datetime.datetime(\n year=year, month=month, day=day, hour=hour,\n minute=minute, second=second, microsecond=microsecond,\n tzinfo=modules.pytz.timezone(tz)\n )\n ) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.436178, "supported_languages": null}, "macro.dbt_date.get_fiscal_year_dates": {"name": "get_fiscal_year_dates", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/fiscal_date/get_fiscal_year_dates.sql", "original_file_path": "macros/fiscal_date/get_fiscal_year_dates.sql", "unique_id": "macro.dbt_date.get_fiscal_year_dates", "macro_sql": "{% macro get_fiscal_year_dates(dates, year_end_month=12, week_start_day=1, shift_year=1) %}\n{{ adapter.dispatch('get_fiscal_year_dates', 'dbt_date') (dates, year_end_month, week_start_day, shift_year) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_date.default__get_fiscal_year_dates"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.438078, "supported_languages": null}, "macro.dbt_date.default__get_fiscal_year_dates": {"name": "default__get_fiscal_year_dates", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/fiscal_date/get_fiscal_year_dates.sql", "original_file_path": "macros/fiscal_date/get_fiscal_year_dates.sql", "unique_id": "macro.dbt_date.default__get_fiscal_year_dates", "macro_sql": "{% macro default__get_fiscal_year_dates(dates, year_end_month, week_start_day, shift_year) %}\n-- this gets all the dates within a fiscal year\n-- determined by the given year-end-month\n-- ending on the saturday closest to that month's end date\nwith fsc_date_dimension as (\n select * from {{ dates }}\n),\nyear_month_end as (\n\n select\n d.year_number - {{ shift_year }} as fiscal_year_number,\n d.month_end_date\n from\n fsc_date_dimension d\n where\n d.month_of_year = {{ year_end_month }}\n group by 1,2\n\n),\nweeks as (\n\n select\n d.year_number,\n d.month_of_year,\n d.date_day as week_start_date,\n cast({{ dbt.dateadd('day', 6, 'd.date_day') }} as date) as week_end_date\n from\n fsc_date_dimension d\n where\n d.day_of_week = {{ week_start_day }}\n\n),\n-- get all the weeks that start in the month the year ends\nyear_week_ends as (\n\n select\n d.year_number - {{ shift_year }} as fiscal_year_number,\n d.week_end_date\n from\n weeks d\n where\n d.month_of_year = {{ year_end_month }}\n group by\n 1,2\n\n),\n-- then calculate which Saturday is closest to month end\nweeks_at_month_end as (\n\n select\n d.fiscal_year_number,\n d.week_end_date,\n m.month_end_date,\n rank() over\n (partition by d.fiscal_year_number\n order by\n abs({{ dbt.datediff('d.week_end_date', 'm.month_end_date', 'day') }})\n\n ) as closest_to_month_end\n from\n year_week_ends d\n join\n year_month_end m on d.fiscal_year_number = m.fiscal_year_number\n),\nfiscal_year_range as (\n\n select\n w.fiscal_year_number,\n cast(\n {{ dbt.dateadd('day', 1,\n 'lag(w.week_end_date) over(order by w.week_end_date)') }}\n as date) as fiscal_year_start_date,\n w.week_end_date as fiscal_year_end_date\n from\n weeks_at_month_end w\n where\n w.closest_to_month_end = 1\n\n),\nfiscal_year_dates as (\n\n select\n d.date_day,\n m.fiscal_year_number,\n m.fiscal_year_start_date,\n m.fiscal_year_end_date,\n w.week_start_date,\n w.week_end_date,\n -- we reset the weeks of the year starting with the merch year start date\n dense_rank()\n over(\n partition by m.fiscal_year_number\n order by w.week_start_date\n ) as fiscal_week_of_year\n from\n fsc_date_dimension d\n join\n fiscal_year_range m on d.date_day between m.fiscal_year_start_date and m.fiscal_year_end_date\n join\n weeks w on d.date_day between w.week_start_date and w.week_end_date\n\n)\nselect * from fiscal_year_dates order by 1\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.dateadd", "macro.dbt.datediff"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.438696, "supported_languages": null}, "macro.dbt_date.get_fiscal_periods": {"name": "get_fiscal_periods", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/fiscal_date/get_fiscal_periods.sql", "original_file_path": "macros/fiscal_date/get_fiscal_periods.sql", "unique_id": "macro.dbt_date.get_fiscal_periods", "macro_sql": "{% macro get_fiscal_periods(dates, year_end_month, week_start_day, shift_year=1) %}\n{#\nThis macro requires you to pass in a ref to a date dimension, created via\ndbt_date.get_date_dimension()s\n#}\nwith fscl_year_dates_for_periods as (\n {{ dbt_date.get_fiscal_year_dates(dates, year_end_month, week_start_day, shift_year) }}\n),\nfscl_year_w13 as (\n\n select\n f.*,\n -- We count the weeks in a 13 week period\n -- and separate the 4-5-4 week sequences\n mod(cast(\n (f.fiscal_week_of_year-1) as {{ dbt.type_int() }}\n ), 13) as w13_number,\n -- Chop weeks into 13 week merch quarters\n cast(\n least(\n floor((f.fiscal_week_of_year-1)/13.0)\n , 3)\n as {{ dbt.type_int() }}) as quarter_number\n from\n fscl_year_dates_for_periods f\n\n),\nfscl_periods as (\n\n select\n f.date_day,\n f.fiscal_year_number,\n f.week_start_date,\n f.week_end_date,\n f.fiscal_week_of_year,\n case\n -- we move week 53 into the 3rd period of the quarter\n when f.fiscal_week_of_year = 53 then 3\n when f.w13_number between 0 and 3 then 1\n when f.w13_number between 4 and 8 then 2\n when f.w13_number between 9 and 12 then 3\n end as period_of_quarter,\n f.quarter_number\n from\n fscl_year_w13 f\n\n),\nfscl_periods_quarters as (\n\n select\n f.*,\n cast((\n (f.quarter_number * 3) + f.period_of_quarter\n ) as {{ dbt.type_int() }}) as fiscal_period_number\n from\n fscl_periods f\n\n)\nselect\n date_day,\n fiscal_year_number,\n week_start_date,\n week_end_date,\n fiscal_week_of_year,\n dense_rank() over(partition by fiscal_period_number order by fiscal_week_of_year) as fiscal_week_of_period,\n fiscal_period_number,\n quarter_number+1 as fiscal_quarter_number,\n period_of_quarter as fiscal_period_of_quarter\nfrom\n fscl_periods_quarters\norder by 1,2\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_date.get_fiscal_year_dates", "macro.dbt.type_int"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.439701, "supported_languages": null}, "macro.dbt_date.tomorrow": {"name": "tomorrow", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/tomorrow.sql", "original_file_path": "macros/calendar_date/tomorrow.sql", "unique_id": "macro.dbt_date.tomorrow", "macro_sql": "{%- macro tomorrow(date=None, tz=None) -%}\n{{ dbt_date.n_days_away(1, date, tz) }}\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt_date.n_days_away"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.4399319, "supported_languages": null}, "macro.dbt_date.next_week": {"name": "next_week", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/next_week.sql", "original_file_path": "macros/calendar_date/next_week.sql", "unique_id": "macro.dbt_date.next_week", "macro_sql": "{%- macro next_week(tz=None) -%}\n{{ dbt_date.n_weeks_away(1, tz) }}\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt_date.n_weeks_away"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.440127, "supported_languages": null}, "macro.dbt_date.next_month_name": {"name": "next_month_name", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/next_month_name.sql", "original_file_path": "macros/calendar_date/next_month_name.sql", "unique_id": "macro.dbt_date.next_month_name", "macro_sql": "{%- macro next_month_name(short=True, tz=None) -%}\n{{ dbt_date.month_name(dbt_date.next_month(tz), short=short) }}\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt_date.month_name", "macro.dbt_date.next_month"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.440447, "supported_languages": null}, "macro.dbt_date.next_month": {"name": "next_month", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/next_month.sql", "original_file_path": "macros/calendar_date/next_month.sql", "unique_id": "macro.dbt_date.next_month", "macro_sql": "{%- macro next_month(tz=None) -%}\n{{ dbt_date.n_months_away(1, tz) }}\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt_date.n_months_away"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.440636, "supported_languages": null}, "macro.dbt_date.day_name": {"name": "day_name", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/day_name.sql", "original_file_path": "macros/calendar_date/day_name.sql", "unique_id": "macro.dbt_date.day_name", "macro_sql": "{%- macro day_name(date, short=True) -%}\n {{ adapter.dispatch('day_name', 'dbt_date') (date, short) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_date.postgres__day_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.441498, "supported_languages": null}, "macro.dbt_date.default__day_name": {"name": "default__day_name", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/day_name.sql", "original_file_path": "macros/calendar_date/day_name.sql", "unique_id": "macro.dbt_date.default__day_name", "macro_sql": "\n\n{%- macro default__day_name(date, short) -%}\n{%- set f = 'Dy' if short else 'Day' -%}\n to_char({{ date }}, '{{ f }}')\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.44171, "supported_languages": null}, "macro.dbt_date.snowflake__day_name": {"name": "snowflake__day_name", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/day_name.sql", "original_file_path": "macros/calendar_date/day_name.sql", "unique_id": "macro.dbt_date.snowflake__day_name", "macro_sql": "\n\n{%- macro snowflake__day_name(date, short) -%}\n {%- if short -%}\n dayname({{ date }})\n {%- else -%}\n -- long version not implemented on Snowflake so we're doing it manually :/\n case dayname({{ date }})\n when 'Mon' then 'Monday'\n when 'Tue' then 'Tuesday'\n when 'Wed' then 'Wednesday'\n when 'Thu' then 'Thursday'\n when 'Fri' then 'Friday'\n when 'Sat' then 'Saturday'\n when 'Sun' then 'Sunday'\n end\n {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.441931, "supported_languages": null}, "macro.dbt_date.bigquery__day_name": {"name": "bigquery__day_name", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/day_name.sql", "original_file_path": "macros/calendar_date/day_name.sql", "unique_id": "macro.dbt_date.bigquery__day_name", "macro_sql": "\n\n{%- macro bigquery__day_name(date, short) -%}\n{%- set f = '%a' if short else '%A' -%}\n format_date('{{ f }}', cast({{ date }} as date))\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.4421408, "supported_languages": null}, "macro.dbt_date.postgres__day_name": {"name": "postgres__day_name", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/day_name.sql", "original_file_path": "macros/calendar_date/day_name.sql", "unique_id": "macro.dbt_date.postgres__day_name", "macro_sql": "\n\n{%- macro postgres__day_name(date, short) -%}\n{# FM = Fill mode, which suppresses padding blanks #}\n{%- set f = 'FMDy' if short else 'FMDay' -%}\n to_char({{ date }}, '{{ f }}')\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.442359, "supported_languages": null}, "macro.dbt_date.duckdb__day_name": {"name": "duckdb__day_name", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/day_name.sql", "original_file_path": "macros/calendar_date/day_name.sql", "unique_id": "macro.dbt_date.duckdb__day_name", "macro_sql": "\n\n{%- macro duckdb__day_name(date, short) -%}\n {%- if short -%}\n substr(dayname({{ date }}), 1, 3)\n {%- else -%}\n dayname({{ date }})\n {%- endif -%}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.4425652, "supported_languages": null}, "macro.dbt_date.spark__day_name": {"name": "spark__day_name", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/day_name.sql", "original_file_path": "macros/calendar_date/day_name.sql", "unique_id": "macro.dbt_date.spark__day_name", "macro_sql": "\n\n{%- macro spark__day_name(date, short) -%}\n{%- set f = 'E' if short else 'EEEE' -%}\n date_format({{ date }}, '{{ f }}')\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.442776, "supported_languages": null}, "macro.dbt_date.trino__day_name": {"name": "trino__day_name", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/day_name.sql", "original_file_path": "macros/calendar_date/day_name.sql", "unique_id": "macro.dbt_date.trino__day_name", "macro_sql": "\n\n{%- macro trino__day_name(date, short) -%}\n{%- set f = 'a' if short else 'W' -%}\n date_format({{ date }}, '%{{ f }}')\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.442983, "supported_languages": null}, "macro.dbt_date.to_unixtimestamp": {"name": "to_unixtimestamp", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/to_unixtimestamp.sql", "original_file_path": "macros/calendar_date/to_unixtimestamp.sql", "unique_id": "macro.dbt_date.to_unixtimestamp", "macro_sql": "{%- macro to_unixtimestamp(timestamp) -%}\n {{ adapter.dispatch('to_unixtimestamp', 'dbt_date') (timestamp) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_date.default__to_unixtimestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.4434078, "supported_languages": null}, "macro.dbt_date.default__to_unixtimestamp": {"name": "default__to_unixtimestamp", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/to_unixtimestamp.sql", "original_file_path": "macros/calendar_date/to_unixtimestamp.sql", "unique_id": "macro.dbt_date.default__to_unixtimestamp", "macro_sql": "\n\n{%- macro default__to_unixtimestamp(timestamp) -%}\n {{ dbt_date.date_part('epoch', timestamp) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_date.date_part"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.443553, "supported_languages": null}, "macro.dbt_date.snowflake__to_unixtimestamp": {"name": "snowflake__to_unixtimestamp", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/to_unixtimestamp.sql", "original_file_path": "macros/calendar_date/to_unixtimestamp.sql", "unique_id": "macro.dbt_date.snowflake__to_unixtimestamp", "macro_sql": "\n\n{%- macro snowflake__to_unixtimestamp(timestamp) -%}\n {{ dbt_date.date_part('epoch_seconds', timestamp) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_date.date_part"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.443702, "supported_languages": null}, "macro.dbt_date.bigquery__to_unixtimestamp": {"name": "bigquery__to_unixtimestamp", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/to_unixtimestamp.sql", "original_file_path": "macros/calendar_date/to_unixtimestamp.sql", "unique_id": "macro.dbt_date.bigquery__to_unixtimestamp", "macro_sql": "\n\n{%- macro bigquery__to_unixtimestamp(timestamp) -%}\n unix_seconds({{ timestamp }})\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.443809, "supported_languages": null}, "macro.dbt_date.spark__to_unixtimestamp": {"name": "spark__to_unixtimestamp", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/to_unixtimestamp.sql", "original_file_path": "macros/calendar_date/to_unixtimestamp.sql", "unique_id": "macro.dbt_date.spark__to_unixtimestamp", "macro_sql": "\n\n{%- macro spark__to_unixtimestamp(timestamp) -%}\n unix_timestamp({{ timestamp }})\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.443913, "supported_languages": null}, "macro.dbt_date.trino__to_unixtimestamp": {"name": "trino__to_unixtimestamp", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/to_unixtimestamp.sql", "original_file_path": "macros/calendar_date/to_unixtimestamp.sql", "unique_id": "macro.dbt_date.trino__to_unixtimestamp", "macro_sql": "\n\n{%- macro trino__to_unixtimestamp(timestamp) -%}\n to_unixtime({{ timestamp }} AT TIME ZONE 'UTC')\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.4440188, "supported_languages": null}, "macro.dbt_date.n_days_away": {"name": "n_days_away", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/n_days_away.sql", "original_file_path": "macros/calendar_date/n_days_away.sql", "unique_id": "macro.dbt_date.n_days_away", "macro_sql": "{%- macro n_days_away(n, date=None, tz=None) -%}\n{{ dbt_date.n_days_ago(-1 * n, date, tz) }}\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt_date.n_days_ago"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.444274, "supported_languages": null}, "macro.dbt_date.week_start": {"name": "week_start", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/week_start.sql", "original_file_path": "macros/calendar_date/week_start.sql", "unique_id": "macro.dbt_date.week_start", "macro_sql": "{%- macro week_start(date=None, tz=None) -%}\n{%-set dt = date if date else dbt_date.today(tz) -%}\n{{ adapter.dispatch('week_start', 'dbt_date') (dt) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_date.today", "macro.dbt_date.postgres__week_start"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.444789, "supported_languages": null}, "macro.dbt_date.default__week_start": {"name": "default__week_start", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/week_start.sql", "original_file_path": "macros/calendar_date/week_start.sql", "unique_id": "macro.dbt_date.default__week_start", "macro_sql": "{%- macro default__week_start(date) -%}\ncast({{ dbt.date_trunc('week', date) }} as date)\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.date_trunc"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.4449449, "supported_languages": null}, "macro.dbt_date.snowflake__week_start": {"name": "snowflake__week_start", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/week_start.sql", "original_file_path": "macros/calendar_date/week_start.sql", "unique_id": "macro.dbt_date.snowflake__week_start", "macro_sql": "\n\n{%- macro snowflake__week_start(date) -%}\n {#\n Get the day of week offset: e.g. if the date is a Sunday,\n dbt_date.day_of_week returns 1, so we subtract 1 to get a 0 offset\n #}\n {% set off_set = dbt_date.day_of_week(date, isoweek=False) ~ \" - 1\" %}\n cast({{ dbt.dateadd(\"day\", \"-1 * (\" ~ off_set ~ \")\", date) }} as date)\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_date.day_of_week", "macro.dbt.dateadd"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.44532, "supported_languages": null}, "macro.dbt_date.postgres__week_start": {"name": "postgres__week_start", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/week_start.sql", "original_file_path": "macros/calendar_date/week_start.sql", "unique_id": "macro.dbt_date.postgres__week_start", "macro_sql": "\n\n{%- macro postgres__week_start(date) -%}\n-- Sunday as week start date\ncast({{ dbt.dateadd('day', -1, dbt.date_trunc('week', dbt.dateadd('day', 1, date))) }} as date)\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.dateadd", "macro.dbt.date_trunc"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.4456, "supported_languages": null}, "macro.dbt_date.duckdb__week_start": {"name": "duckdb__week_start", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/week_start.sql", "original_file_path": "macros/calendar_date/week_start.sql", "unique_id": "macro.dbt_date.duckdb__week_start", "macro_sql": "\n\n{%- macro duckdb__week_start(date) -%}\n{{ return(dbt_date.postgres__week_start(date)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_date.postgres__week_start"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.445754, "supported_languages": null}, "macro.dbt_date.iso_week_start": {"name": "iso_week_start", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/iso_week_start.sql", "original_file_path": "macros/calendar_date/iso_week_start.sql", "unique_id": "macro.dbt_date.iso_week_start", "macro_sql": "{%- macro iso_week_start(date=None, tz=None) -%}\n{%-set dt = date if date else dbt_date.today(tz) -%}\n{{ adapter.dispatch('iso_week_start', 'dbt_date') (dt) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_date.today", "macro.dbt_date.postgres__iso_week_start"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.446439, "supported_languages": null}, "macro.dbt_date._iso_week_start": {"name": "_iso_week_start", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/iso_week_start.sql", "original_file_path": "macros/calendar_date/iso_week_start.sql", "unique_id": "macro.dbt_date._iso_week_start", "macro_sql": "{%- macro _iso_week_start(date, week_type) -%}\ncast({{ dbt.date_trunc(week_type, date) }} as date)\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.date_trunc"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.446605, "supported_languages": null}, "macro.dbt_date.default__iso_week_start": {"name": "default__iso_week_start", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/iso_week_start.sql", "original_file_path": "macros/calendar_date/iso_week_start.sql", "unique_id": "macro.dbt_date.default__iso_week_start", "macro_sql": "\n\n{%- macro default__iso_week_start(date) -%}\n{{ dbt_date._iso_week_start(date, 'isoweek') }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_date._iso_week_start"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.44675, "supported_languages": null}, "macro.dbt_date.snowflake__iso_week_start": {"name": "snowflake__iso_week_start", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/iso_week_start.sql", "original_file_path": "macros/calendar_date/iso_week_start.sql", "unique_id": "macro.dbt_date.snowflake__iso_week_start", "macro_sql": "\n\n{%- macro snowflake__iso_week_start(date) -%}\n{{ dbt_date._iso_week_start(date, 'week') }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_date._iso_week_start"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.446898, "supported_languages": null}, "macro.dbt_date.postgres__iso_week_start": {"name": "postgres__iso_week_start", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/iso_week_start.sql", "original_file_path": "macros/calendar_date/iso_week_start.sql", "unique_id": "macro.dbt_date.postgres__iso_week_start", "macro_sql": "\n\n{%- macro postgres__iso_week_start(date) -%}\n{{ dbt_date._iso_week_start(date, 'week') }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_date._iso_week_start"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.447041, "supported_languages": null}, "macro.dbt_date.duckdb__iso_week_start": {"name": "duckdb__iso_week_start", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/iso_week_start.sql", "original_file_path": "macros/calendar_date/iso_week_start.sql", "unique_id": "macro.dbt_date.duckdb__iso_week_start", "macro_sql": "\n\n{%- macro duckdb__iso_week_start(date) -%}\n{{ return(dbt_date.postgres__iso_week_start(date)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_date.postgres__iso_week_start"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.447192, "supported_languages": null}, "macro.dbt_date.spark__iso_week_start": {"name": "spark__iso_week_start", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/iso_week_start.sql", "original_file_path": "macros/calendar_date/iso_week_start.sql", "unique_id": "macro.dbt_date.spark__iso_week_start", "macro_sql": "\n\n{%- macro spark__iso_week_start(date) -%}\n{{ dbt_date._iso_week_start(date, 'week') }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_date._iso_week_start"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.447336, "supported_languages": null}, "macro.dbt_date.trino__iso_week_start": {"name": "trino__iso_week_start", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/iso_week_start.sql", "original_file_path": "macros/calendar_date/iso_week_start.sql", "unique_id": "macro.dbt_date.trino__iso_week_start", "macro_sql": "\n\n{%- macro trino__iso_week_start(date) -%}\n{{ dbt_date._iso_week_start(date, 'week') }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_date._iso_week_start"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.447478, "supported_languages": null}, "macro.dbt_date.n_days_ago": {"name": "n_days_ago", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/n_days_ago.sql", "original_file_path": "macros/calendar_date/n_days_ago.sql", "unique_id": "macro.dbt_date.n_days_ago", "macro_sql": "{%- macro n_days_ago(n, date=None, tz=None) -%}\n{%-set dt = date if date else dbt_date.today(tz) -%}\n{%- set n = n|int -%}\ncast({{ dbt.dateadd('day', -1 * n, dt) }} as date)\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt_date.today", "macro.dbt.dateadd"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.447904, "supported_languages": null}, "macro.dbt_date.last_week": {"name": "last_week", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/last_week.sql", "original_file_path": "macros/calendar_date/last_week.sql", "unique_id": "macro.dbt_date.last_week", "macro_sql": "{%- macro last_week(tz=None) -%}\n{{ dbt_date.n_weeks_ago(1, tz) }}\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt_date.n_weeks_ago"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.448096, "supported_languages": null}, "macro.dbt_date.now": {"name": "now", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/now.sql", "original_file_path": "macros/calendar_date/now.sql", "unique_id": "macro.dbt_date.now", "macro_sql": "{%- macro now(tz=None) -%}\n{{ dbt_date.convert_timezone(dbt.current_timestamp(), tz) }}\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt_date.convert_timezone", "macro.dbt.current_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.4483042, "supported_languages": null}, "macro.dbt_date.periods_since": {"name": "periods_since", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/periods_since.sql", "original_file_path": "macros/calendar_date/periods_since.sql", "unique_id": "macro.dbt_date.periods_since", "macro_sql": "{%- macro periods_since(date_col, period_name='day', tz=None) -%}\n{{ dbt.datediff(date_col, dbt_date.now(tz), period_name) }}\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt.datediff", "macro.dbt_date.now"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.4485729, "supported_languages": null}, "macro.dbt_date.today": {"name": "today", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/today.sql", "original_file_path": "macros/calendar_date/today.sql", "unique_id": "macro.dbt_date.today", "macro_sql": "{%- macro today(tz=None) -%}\ncast({{ dbt_date.now(tz) }} as date)\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt_date.now"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.448757, "supported_languages": null}, "macro.dbt_date.last_month": {"name": "last_month", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/last_month.sql", "original_file_path": "macros/calendar_date/last_month.sql", "unique_id": "macro.dbt_date.last_month", "macro_sql": "{%- macro last_month(tz=None) -%}\n{{ dbt_date.n_months_ago(1, tz) }}\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt_date.n_months_ago"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.448944, "supported_languages": null}, "macro.dbt_date.day_of_year": {"name": "day_of_year", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/day_of_year.sql", "original_file_path": "macros/calendar_date/day_of_year.sql", "unique_id": "macro.dbt_date.day_of_year", "macro_sql": "{%- macro day_of_year(date) -%}\n{{ adapter.dispatch('day_of_year', 'dbt_date') (date) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_date.postgres__day_of_year"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.449365, "supported_languages": null}, "macro.dbt_date.default__day_of_year": {"name": "default__day_of_year", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/day_of_year.sql", "original_file_path": "macros/calendar_date/day_of_year.sql", "unique_id": "macro.dbt_date.default__day_of_year", "macro_sql": "\n\n{%- macro default__day_of_year(date) -%}\n {{ dbt_date.date_part('dayofyear', date) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_date.date_part"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.4495091, "supported_languages": null}, "macro.dbt_date.postgres__day_of_year": {"name": "postgres__day_of_year", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/day_of_year.sql", "original_file_path": "macros/calendar_date/day_of_year.sql", "unique_id": "macro.dbt_date.postgres__day_of_year", "macro_sql": "\n\n{%- macro postgres__day_of_year(date) -%}\n {{ dbt_date.date_part('doy', date) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_date.date_part"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.449655, "supported_languages": null}, "macro.dbt_date.redshift__day_of_year": {"name": "redshift__day_of_year", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/day_of_year.sql", "original_file_path": "macros/calendar_date/day_of_year.sql", "unique_id": "macro.dbt_date.redshift__day_of_year", "macro_sql": "\n\n{%- macro redshift__day_of_year(date) -%}\n cast({{ dbt_date.date_part('dayofyear', date) }} as {{ dbt.type_bigint() }})\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_date.date_part", "macro.dbt.type_bigint"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.449842, "supported_languages": null}, "macro.dbt_date.spark__day_of_year": {"name": "spark__day_of_year", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/day_of_year.sql", "original_file_path": "macros/calendar_date/day_of_year.sql", "unique_id": "macro.dbt_date.spark__day_of_year", "macro_sql": "\n\n{%- macro spark__day_of_year(date) -%}\n dayofyear({{ date }})\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.450041, "supported_languages": null}, "macro.dbt_date.trino__day_of_year": {"name": "trino__day_of_year", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/day_of_year.sql", "original_file_path": "macros/calendar_date/day_of_year.sql", "unique_id": "macro.dbt_date.trino__day_of_year", "macro_sql": "\n\n{%- macro trino__day_of_year(date) -%}\n {{ dbt_date.date_part('day_of_year', date) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_date.date_part"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.450185, "supported_languages": null}, "macro.dbt_date.round_timestamp": {"name": "round_timestamp", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/round_timestamp.sql", "original_file_path": "macros/calendar_date/round_timestamp.sql", "unique_id": "macro.dbt_date.round_timestamp", "macro_sql": "{% macro round_timestamp(timestamp) %}\n {{ dbt.date_trunc(\"day\", dbt.dateadd(\"hour\", 12, timestamp)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.date_trunc", "macro.dbt.dateadd"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.450436, "supported_languages": null}, "macro.dbt_date.from_unixtimestamp": {"name": "from_unixtimestamp", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/from_unixtimestamp.sql", "original_file_path": "macros/calendar_date/from_unixtimestamp.sql", "unique_id": "macro.dbt_date.from_unixtimestamp", "macro_sql": "{%- macro from_unixtimestamp(epochs, format=\"seconds\") -%}\n {{ adapter.dispatch('from_unixtimestamp', 'dbt_date') (epochs, format) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_date.postgres__from_unixtimestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.453179, "supported_languages": null}, "macro.dbt_date.default__from_unixtimestamp": {"name": "default__from_unixtimestamp", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/from_unixtimestamp.sql", "original_file_path": "macros/calendar_date/from_unixtimestamp.sql", "unique_id": "macro.dbt_date.default__from_unixtimestamp", "macro_sql": "\n\n{%- macro default__from_unixtimestamp(epochs, format=\"seconds\") -%}\n {%- if format != \"seconds\" -%}\n {{ exceptions.raise_compiler_error(\n \"value \" ~ format ~ \" for `format` for from_unixtimestamp is not supported.\"\n )\n }}\n {% endif -%}\n to_timestamp({{ epochs }})\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.4534578, "supported_languages": null}, "macro.dbt_date.postgres__from_unixtimestamp": {"name": "postgres__from_unixtimestamp", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/from_unixtimestamp.sql", "original_file_path": "macros/calendar_date/from_unixtimestamp.sql", "unique_id": "macro.dbt_date.postgres__from_unixtimestamp", "macro_sql": "\n\n{%- macro postgres__from_unixtimestamp(epochs, format=\"seconds\") -%}\n {%- if format != \"seconds\" -%}\n {{ exceptions.raise_compiler_error(\n \"value \" ~ format ~ \" for `format` for from_unixtimestamp is not supported.\"\n )\n }}\n {% endif -%}\n cast(to_timestamp({{ epochs }}) at time zone 'UTC' as timestamp)\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.4537358, "supported_languages": null}, "macro.dbt_date.snowflake__from_unixtimestamp": {"name": "snowflake__from_unixtimestamp", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/from_unixtimestamp.sql", "original_file_path": "macros/calendar_date/from_unixtimestamp.sql", "unique_id": "macro.dbt_date.snowflake__from_unixtimestamp", "macro_sql": "\n\n{%- macro snowflake__from_unixtimestamp(epochs, format) -%}\n {%- if format == \"seconds\" -%}\n {%- set scale = 0 -%}\n {%- elif format == \"milliseconds\" -%}\n {%- set scale = 3 -%}\n {%- elif format == \"microseconds\" -%}\n {%- set scale = 6 -%}\n {%- else -%}\n {{ exceptions.raise_compiler_error(\n \"value \" ~ format ~ \" for `format` for from_unixtimestamp is not supported.\"\n )\n }}\n {% endif -%}\n to_timestamp_ntz({{ epochs }}, {{ scale }})\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.454228, "supported_languages": null}, "macro.dbt_date.bigquery__from_unixtimestamp": {"name": "bigquery__from_unixtimestamp", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/from_unixtimestamp.sql", "original_file_path": "macros/calendar_date/from_unixtimestamp.sql", "unique_id": "macro.dbt_date.bigquery__from_unixtimestamp", "macro_sql": "\n\n{%- macro bigquery__from_unixtimestamp(epochs, format) -%}\n {%- if format == \"seconds\" -%}\n timestamp_seconds({{ epochs }})\n {%- elif format == \"milliseconds\" -%}\n timestamp_millis({{ epochs }})\n {%- elif format == \"microseconds\" -%}\n timestamp_micros({{ epochs }})\n {%- else -%}\n {{ exceptions.raise_compiler_error(\n \"value \" ~ format ~ \" for `format` for from_unixtimestamp is not supported.\"\n )\n }}\n {% endif -%}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.454637, "supported_languages": null}, "macro.dbt_date.trino__from_unixtimestamp": {"name": "trino__from_unixtimestamp", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/from_unixtimestamp.sql", "original_file_path": "macros/calendar_date/from_unixtimestamp.sql", "unique_id": "macro.dbt_date.trino__from_unixtimestamp", "macro_sql": "\n\n{%- macro trino__from_unixtimestamp(epochs, format) -%}\n {%- if format == \"seconds\" -%}\n cast(from_unixtime({{ epochs }}) AT TIME ZONE 'UTC' as {{ dbt.type_timestamp() }})\n {%- elif format == \"milliseconds\" -%}\n cast(from_unixtime_nanos({{ epochs }} * pow(10, 6)) AT TIME ZONE 'UTC' as {{ dbt.type_timestamp() }})\n {%- elif format == \"microseconds\" -%}\n cast(from_unixtime_nanos({{ epochs }} * pow(10, 3)) AT TIME ZONE 'UTC' as {{ dbt.type_timestamp() }})\n {%- elif format == \"nanoseconds\" -%}\n cast(from_unixtime_nanos({{ epochs }}) AT TIME ZONE 'UTC' as {{ dbt.type_timestamp() }})\n {%- else -%}\n {{ exceptions.raise_compiler_error(\n \"value \" ~ format ~ \" for `format` for from_unixtimestamp is not supported.\"\n )\n }}\n {% endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.type_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.455276, "supported_languages": null}, "macro.dbt_date.duckdb__from_unixtimestamp": {"name": "duckdb__from_unixtimestamp", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/from_unixtimestamp.sql", "original_file_path": "macros/calendar_date/from_unixtimestamp.sql", "unique_id": "macro.dbt_date.duckdb__from_unixtimestamp", "macro_sql": "\n\n\n{%- macro duckdb__from_unixtimestamp(epochs, format=\"seconds\") -%}\n {%- if format != \"seconds\" -%}\n {{ exceptions.raise_compiler_error(\n \"value \" ~ format ~ \" for `format` for from_unixtimestamp is not supported.\"\n )\n }}\n {% endif -%}\n cast(to_timestamp({{ epochs }}) at time zone 'UTC' as timestamp)\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.455553, "supported_languages": null}, "macro.dbt_date.n_months_ago": {"name": "n_months_ago", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/n_months_ago.sql", "original_file_path": "macros/calendar_date/n_months_ago.sql", "unique_id": "macro.dbt_date.n_months_ago", "macro_sql": "{%- macro n_months_ago(n, tz=None) -%}\n{%- set n = n|int -%}\n{{ dbt.date_trunc('month',\n dbt.dateadd('month', -1 * n,\n dbt_date.today(tz)\n )\n ) }}\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt.date_trunc", "macro.dbt.dateadd", "macro.dbt_date.today"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.455942, "supported_languages": null}, "macro.dbt_date.date_part": {"name": "date_part", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/date_part.sql", "original_file_path": "macros/calendar_date/date_part.sql", "unique_id": "macro.dbt_date.date_part", "macro_sql": "{% macro date_part(datepart, date) -%}\n {{ adapter.dispatch('date_part', 'dbt_date') (datepart, date) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_date.default__date_part"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.456299, "supported_languages": null}, "macro.dbt_date.default__date_part": {"name": "default__date_part", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/date_part.sql", "original_file_path": "macros/calendar_date/date_part.sql", "unique_id": "macro.dbt_date.default__date_part", "macro_sql": "{% macro default__date_part(datepart, date) -%}\n date_part('{{ datepart }}', {{ date }})\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.4564412, "supported_languages": null}, "macro.dbt_date.bigquery__date_part": {"name": "bigquery__date_part", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/date_part.sql", "original_file_path": "macros/calendar_date/date_part.sql", "unique_id": "macro.dbt_date.bigquery__date_part", "macro_sql": "{% macro bigquery__date_part(datepart, date) -%}\n extract({{ datepart }} from {{ date }})\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.4565818, "supported_languages": null}, "macro.dbt_date.trino__date_part": {"name": "trino__date_part", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/date_part.sql", "original_file_path": "macros/calendar_date/date_part.sql", "unique_id": "macro.dbt_date.trino__date_part", "macro_sql": "{% macro trino__date_part(datepart, date) -%}\n extract({{ datepart }} from {{ date }})\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.456714, "supported_languages": null}, "macro.dbt_date.n_weeks_away": {"name": "n_weeks_away", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/n_weeks_away.sql", "original_file_path": "macros/calendar_date/n_weeks_away.sql", "unique_id": "macro.dbt_date.n_weeks_away", "macro_sql": "{%- macro n_weeks_away(n, tz=None) -%}\n{%- set n = n|int -%}\n{{ dbt.date_trunc('week',\n dbt.dateadd('week', n,\n dbt_date.today(tz)\n )\n ) }}\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt.date_trunc", "macro.dbt.dateadd", "macro.dbt_date.today"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.457078, "supported_languages": null}, "macro.dbt_date.day_of_month": {"name": "day_of_month", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/day_of_month.sql", "original_file_path": "macros/calendar_date/day_of_month.sql", "unique_id": "macro.dbt_date.day_of_month", "macro_sql": "{%- macro day_of_month(date) -%}\n{{ dbt_date.date_part('day', date) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_date.date_part"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.4572978, "supported_languages": null}, "macro.dbt_date.redshift__day_of_month": {"name": "redshift__day_of_month", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/day_of_month.sql", "original_file_path": "macros/calendar_date/day_of_month.sql", "unique_id": "macro.dbt_date.redshift__day_of_month", "macro_sql": "\n\n{%- macro redshift__day_of_month(date) -%}\ncast({{ dbt_date.date_part('day', date) }} as {{ dbt.type_bigint() }})\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_date.date_part", "macro.dbt.type_bigint"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.457487, "supported_languages": null}, "macro.dbt_date.yesterday": {"name": "yesterday", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/yesterday.sql", "original_file_path": "macros/calendar_date/yesterday.sql", "unique_id": "macro.dbt_date.yesterday", "macro_sql": "{%- macro yesterday(date=None, tz=None) -%}\n{{ dbt_date.n_days_ago(1, date, tz) }}\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt_date.n_days_ago"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.4577138, "supported_languages": null}, "macro.dbt_date.day_of_week": {"name": "day_of_week", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/day_of_week.sql", "original_file_path": "macros/calendar_date/day_of_week.sql", "unique_id": "macro.dbt_date.day_of_week", "macro_sql": "{%- macro day_of_week(date, isoweek=true) -%}\n{{ adapter.dispatch('day_of_week', 'dbt_date') (date, isoweek) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_date.postgres__day_of_week"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.4605792, "supported_languages": null}, "macro.dbt_date.default__day_of_week": {"name": "default__day_of_week", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/day_of_week.sql", "original_file_path": "macros/calendar_date/day_of_week.sql", "unique_id": "macro.dbt_date.default__day_of_week", "macro_sql": "\n\n{%- macro default__day_of_week(date, isoweek) -%}\n\n {%- set dow = dbt_date.date_part('dayofweek', date) -%}\n\n {%- if isoweek -%}\n case\n -- Shift start of week from Sunday (0) to Monday (1)\n when {{ dow }} = 0 then 7\n else {{ dow }}\n end\n {%- else -%}\n {{ dow }} + 1\n {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_date.date_part"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.4609542, "supported_languages": null}, "macro.dbt_date.snowflake__day_of_week": {"name": "snowflake__day_of_week", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/day_of_week.sql", "original_file_path": "macros/calendar_date/day_of_week.sql", "unique_id": "macro.dbt_date.snowflake__day_of_week", "macro_sql": "\n\n{%- macro snowflake__day_of_week(date, isoweek) -%}\n\n {%- if isoweek -%}\n {%- set dow_part = 'dayofweekiso' -%}\n {{ dbt_date.date_part(dow_part, date) }}\n {%- else -%}\n {%- set dow_part = 'dayofweek' -%}\n case\n when {{ dbt_date.date_part(dow_part, date) }} = 7 then 1\n else {{ dbt_date.date_part(dow_part, date) }} + 1\n end\n {%- endif -%}\n\n\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_date.date_part"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.461376, "supported_languages": null}, "macro.dbt_date.bigquery__day_of_week": {"name": "bigquery__day_of_week", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/day_of_week.sql", "original_file_path": "macros/calendar_date/day_of_week.sql", "unique_id": "macro.dbt_date.bigquery__day_of_week", "macro_sql": "\n\n{%- macro bigquery__day_of_week(date, isoweek) -%}\n\n {%- set dow = dbt_date.date_part('dayofweek', date) -%}\n\n {%- if isoweek -%}\n case\n -- Shift start of week from Sunday (1) to Monday (2)\n when {{ dow }} = 1 then 7\n else {{ dow }} - 1\n end\n {%- else -%}\n {{ dow }}\n {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_date.date_part"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.4616718, "supported_languages": null}, "macro.dbt_date.postgres__day_of_week": {"name": "postgres__day_of_week", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/day_of_week.sql", "original_file_path": "macros/calendar_date/day_of_week.sql", "unique_id": "macro.dbt_date.postgres__day_of_week", "macro_sql": "\n\n\n{%- macro postgres__day_of_week(date, isoweek) -%}\n\n {%- if isoweek -%}\n {%- set dow_part = 'isodow' -%}\n -- Monday(1) to Sunday (7)\n cast({{ dbt_date.date_part(dow_part, date) }} as {{ dbt.type_int() }})\n {%- else -%}\n {%- set dow_part = 'dow' -%}\n -- Sunday(1) to Saturday (7)\n cast({{ dbt_date.date_part(dow_part, date) }} + 1 as {{ dbt.type_int() }})\n {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_date.date_part", "macro.dbt.type_int"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.462114, "supported_languages": null}, "macro.dbt_date.redshift__day_of_week": {"name": "redshift__day_of_week", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/day_of_week.sql", "original_file_path": "macros/calendar_date/day_of_week.sql", "unique_id": "macro.dbt_date.redshift__day_of_week", "macro_sql": "\n\n\n{%- macro redshift__day_of_week(date, isoweek) -%}\n\n {%- set dow = dbt_date.date_part('dayofweek', date) -%}\n\n {%- if isoweek -%}\n case\n -- Shift start of week from Sunday (0) to Monday (1)\n when {{ dow }} = 0 then 7\n else cast({{ dow }} as {{ dbt.type_bigint() }})\n end\n {%- else -%}\n cast({{ dow }} + 1 as {{ dbt.type_bigint() }})\n {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_date.date_part", "macro.dbt.type_bigint"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.4624991, "supported_languages": null}, "macro.dbt_date.duckdb__day_of_week": {"name": "duckdb__day_of_week", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/day_of_week.sql", "original_file_path": "macros/calendar_date/day_of_week.sql", "unique_id": "macro.dbt_date.duckdb__day_of_week", "macro_sql": "\n\n{%- macro duckdb__day_of_week(date, isoweek) -%}\n{{ return(dbt_date.postgres__day_of_week(date, isoweek)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_date.postgres__day_of_week"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.4626791, "supported_languages": null}, "macro.dbt_date.spark__day_of_week": {"name": "spark__day_of_week", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/day_of_week.sql", "original_file_path": "macros/calendar_date/day_of_week.sql", "unique_id": "macro.dbt_date.spark__day_of_week", "macro_sql": "\n\n\n{%- macro spark__day_of_week(date, isoweek) -%}\n\n {%- set dow = \"dayofweek_iso\" if isoweek else \"dayofweek\" -%}\n\n {{ dbt_date.date_part(dow, date) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_date.date_part"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.4629061, "supported_languages": null}, "macro.dbt_date.trino__day_of_week": {"name": "trino__day_of_week", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/day_of_week.sql", "original_file_path": "macros/calendar_date/day_of_week.sql", "unique_id": "macro.dbt_date.trino__day_of_week", "macro_sql": "\n\n\n{%- macro trino__day_of_week(date, isoweek) -%}\n\n {%- set dow = dbt_date.date_part('day_of_week', date) -%}\n\n {%- if isoweek -%}\n {{ dow }}\n {%- else -%}\n case\n when {{ dow }} = 7 then 1\n else {{ dow }} + 1\n end\n {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_date.date_part"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.4632058, "supported_languages": null}, "macro.dbt_date.iso_week_end": {"name": "iso_week_end", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/iso_week_end.sql", "original_file_path": "macros/calendar_date/iso_week_end.sql", "unique_id": "macro.dbt_date.iso_week_end", "macro_sql": "{%- macro iso_week_end(date=None, tz=None) -%}\n{%-set dt = date if date else dbt_date.today(tz) -%}\n{{ adapter.dispatch('iso_week_end', 'dbt_date') (dt) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_date.today", "macro.dbt_date.default__iso_week_end"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.4636831, "supported_languages": null}, "macro.dbt_date._iso_week_end": {"name": "_iso_week_end", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/iso_week_end.sql", "original_file_path": "macros/calendar_date/iso_week_end.sql", "unique_id": "macro.dbt_date._iso_week_end", "macro_sql": "{%- macro _iso_week_end(date, week_type) -%}\n{%- set dt = dbt_date.iso_week_start(date) -%}\n{{ dbt_date.n_days_away(6, dt) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_date.iso_week_start", "macro.dbt_date.n_days_away"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.463904, "supported_languages": null}, "macro.dbt_date.default__iso_week_end": {"name": "default__iso_week_end", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/iso_week_end.sql", "original_file_path": "macros/calendar_date/iso_week_end.sql", "unique_id": "macro.dbt_date.default__iso_week_end", "macro_sql": "\n\n{%- macro default__iso_week_end(date) -%}\n{{ dbt_date._iso_week_end(date, 'isoweek') }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_date._iso_week_end"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.464052, "supported_languages": null}, "macro.dbt_date.snowflake__iso_week_end": {"name": "snowflake__iso_week_end", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/iso_week_end.sql", "original_file_path": "macros/calendar_date/iso_week_end.sql", "unique_id": "macro.dbt_date.snowflake__iso_week_end", "macro_sql": "\n\n{%- macro snowflake__iso_week_end(date) -%}\n{{ dbt_date._iso_week_end(date, 'weekiso') }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_date._iso_week_end"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.4641979, "supported_languages": null}, "macro.dbt_date.n_weeks_ago": {"name": "n_weeks_ago", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/n_weeks_ago.sql", "original_file_path": "macros/calendar_date/n_weeks_ago.sql", "unique_id": "macro.dbt_date.n_weeks_ago", "macro_sql": "{%- macro n_weeks_ago(n, tz=None) -%}\n{%- set n = n|int -%}\n{{ dbt.date_trunc('week',\n dbt.dateadd('week', -1 * n,\n dbt_date.today(tz)\n )\n ) }}\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt.date_trunc", "macro.dbt.dateadd", "macro.dbt_date.today"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.464579, "supported_languages": null}, "macro.dbt_date.month_name": {"name": "month_name", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/month_name.sql", "original_file_path": "macros/calendar_date/month_name.sql", "unique_id": "macro.dbt_date.month_name", "macro_sql": "{%- macro month_name(date, short=True) -%}\n {{ adapter.dispatch('month_name', 'dbt_date') (date, short) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_date.postgres__month_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.4652858, "supported_languages": null}, "macro.dbt_date.default__month_name": {"name": "default__month_name", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/month_name.sql", "original_file_path": "macros/calendar_date/month_name.sql", "unique_id": "macro.dbt_date.default__month_name", "macro_sql": "\n\n{%- macro default__month_name(date, short) -%}\n{%- set f = 'MON' if short else 'MONTH' -%}\n to_char({{ date }}, '{{ f }}')\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.465495, "supported_languages": null}, "macro.dbt_date.bigquery__month_name": {"name": "bigquery__month_name", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/month_name.sql", "original_file_path": "macros/calendar_date/month_name.sql", "unique_id": "macro.dbt_date.bigquery__month_name", "macro_sql": "\n\n{%- macro bigquery__month_name(date, short) -%}\n{%- set f = '%b' if short else '%B' -%}\n format_date('{{ f }}', cast({{ date }} as date))\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.465703, "supported_languages": null}, "macro.dbt_date.snowflake__month_name": {"name": "snowflake__month_name", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/month_name.sql", "original_file_path": "macros/calendar_date/month_name.sql", "unique_id": "macro.dbt_date.snowflake__month_name", "macro_sql": "\n\n{%- macro snowflake__month_name(date, short) -%}\n{%- set f = 'MON' if short else 'MMMM' -%}\n to_char({{ date }}, '{{ f }}')\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.465908, "supported_languages": null}, "macro.dbt_date.postgres__month_name": {"name": "postgres__month_name", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/month_name.sql", "original_file_path": "macros/calendar_date/month_name.sql", "unique_id": "macro.dbt_date.postgres__month_name", "macro_sql": "\n\n{%- macro postgres__month_name(date, short) -%}\n{# FM = Fill mode, which suppresses padding blanks #}\n{%- set f = 'FMMon' if short else 'FMMonth' -%}\n to_char({{ date }}, '{{ f }}')\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.4661171, "supported_languages": null}, "macro.dbt_date.duckdb__month_name": {"name": "duckdb__month_name", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/month_name.sql", "original_file_path": "macros/calendar_date/month_name.sql", "unique_id": "macro.dbt_date.duckdb__month_name", "macro_sql": "\n\n\n{%- macro duckdb__month_name(date, short) -%}\n {%- if short -%}\n substr(monthname({{ date }}), 1, 3)\n {%- else -%}\n monthname({{ date }})\n {%- endif -%}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.466312, "supported_languages": null}, "macro.dbt_date.spark__month_name": {"name": "spark__month_name", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/month_name.sql", "original_file_path": "macros/calendar_date/month_name.sql", "unique_id": "macro.dbt_date.spark__month_name", "macro_sql": "\n\n{%- macro spark__month_name(date, short) -%}\n{%- set f = 'MMM' if short else 'MMMM' -%}\n date_format({{ date }}, '{{ f }}')\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.466516, "supported_languages": null}, "macro.dbt_date.trino__month_name": {"name": "trino__month_name", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/month_name.sql", "original_file_path": "macros/calendar_date/month_name.sql", "unique_id": "macro.dbt_date.trino__month_name", "macro_sql": "\n\n{%- macro trino__month_name(date, short) -%}\n{%- set f = 'b' if short else 'M' -%}\n date_format({{ date }}, '%{{ f }}')\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.466787, "supported_languages": null}, "macro.dbt_date.last_month_name": {"name": "last_month_name", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/last_month_name.sql", "original_file_path": "macros/calendar_date/last_month_name.sql", "unique_id": "macro.dbt_date.last_month_name", "macro_sql": "{%- macro last_month_name(short=True, tz=None) -%}\n{{ dbt_date.month_name(dbt_date.last_month(tz), short=short) }}\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt_date.month_name", "macro.dbt_date.last_month"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.46704, "supported_languages": null}, "macro.dbt_date.week_of_year": {"name": "week_of_year", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/week_of_year.sql", "original_file_path": "macros/calendar_date/week_of_year.sql", "unique_id": "macro.dbt_date.week_of_year", "macro_sql": "{%- macro week_of_year(date=None, tz=None) -%}\n{%-set dt = date if date else dbt_date.today(tz) -%}\n{{ adapter.dispatch('week_of_year', 'dbt_date') (dt) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_date.today", "macro.dbt_date.postgres__week_of_year"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.467503, "supported_languages": null}, "macro.dbt_date.default__week_of_year": {"name": "default__week_of_year", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/week_of_year.sql", "original_file_path": "macros/calendar_date/week_of_year.sql", "unique_id": "macro.dbt_date.default__week_of_year", "macro_sql": "{%- macro default__week_of_year(date) -%}\ncast({{ dbt_date.date_part('week', date) }} as {{ dbt.type_int() }})\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_date.date_part", "macro.dbt.type_int"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.467693, "supported_languages": null}, "macro.dbt_date.postgres__week_of_year": {"name": "postgres__week_of_year", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/week_of_year.sql", "original_file_path": "macros/calendar_date/week_of_year.sql", "unique_id": "macro.dbt_date.postgres__week_of_year", "macro_sql": "\n\n{%- macro postgres__week_of_year(date) -%}\n{# postgresql 'week' returns isoweek. Use to_char instead.\n WW = the first week starts on the first day of the year #}\ncast(to_char({{ date }}, 'WW') as {{ dbt.type_int() }})\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.type_int"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.467846, "supported_languages": null}, "macro.dbt_date.duckdb__week_of_year": {"name": "duckdb__week_of_year", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/week_of_year.sql", "original_file_path": "macros/calendar_date/week_of_year.sql", "unique_id": "macro.dbt_date.duckdb__week_of_year", "macro_sql": "\n\n{%- macro duckdb__week_of_year(date) -%}\ncast(ceil(dayofyear({{ date }}) / 7) as int)\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.467952, "supported_languages": null}, "macro.dbt_date.convert_timezone": {"name": "convert_timezone", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/convert_timezone.sql", "original_file_path": "macros/calendar_date/convert_timezone.sql", "unique_id": "macro.dbt_date.convert_timezone", "macro_sql": "{%- macro convert_timezone(column, target_tz=None, source_tz=None) -%}\n{%- set source_tz = \"UTC\" if not source_tz else source_tz -%}\n{%- set target_tz = var(\"dbt_date:time_zone\") if not target_tz else target_tz -%}\n{{ adapter.dispatch('convert_timezone', 'dbt_date') (column, target_tz, source_tz) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_date.postgres__convert_timezone"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.46926, "supported_languages": null}, "macro.dbt_date.default__convert_timezone": {"name": "default__convert_timezone", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/convert_timezone.sql", "original_file_path": "macros/calendar_date/convert_timezone.sql", "unique_id": "macro.dbt_date.default__convert_timezone", "macro_sql": "{% macro default__convert_timezone(column, target_tz, source_tz) -%}\nconvert_timezone('{{ source_tz }}', '{{ target_tz }}',\n cast({{ column }} as {{ dbt.type_timestamp() }})\n)\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.type_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.46947, "supported_languages": null}, "macro.dbt_date.bigquery__convert_timezone": {"name": "bigquery__convert_timezone", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/convert_timezone.sql", "original_file_path": "macros/calendar_date/convert_timezone.sql", "unique_id": "macro.dbt_date.bigquery__convert_timezone", "macro_sql": "{%- macro bigquery__convert_timezone(column, target_tz, source_tz=None) -%}\ntimestamp(datetime({{ column }}, '{{ target_tz}}'))\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.469632, "supported_languages": null}, "macro.dbt_date.postgres__convert_timezone": {"name": "postgres__convert_timezone", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/convert_timezone.sql", "original_file_path": "macros/calendar_date/convert_timezone.sql", "unique_id": "macro.dbt_date.postgres__convert_timezone", "macro_sql": "{% macro postgres__convert_timezone(column, target_tz, source_tz) -%}\ncast(\n cast({{ column }} as {{ dbt.type_timestamp() }})\n at time zone '{{ source_tz }}' at time zone '{{ target_tz }}' as {{ dbt.type_timestamp() }}\n)\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.type_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.4698749, "supported_languages": null}, "macro.dbt_date.redshift__convert_timezone": {"name": "redshift__convert_timezone", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/convert_timezone.sql", "original_file_path": "macros/calendar_date/convert_timezone.sql", "unique_id": "macro.dbt_date.redshift__convert_timezone", "macro_sql": "{%- macro redshift__convert_timezone(column, target_tz, source_tz) -%}\n{{ return(dbt_date.default__convert_timezone(column, target_tz, source_tz)) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_date.default__convert_timezone"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.470075, "supported_languages": null}, "macro.dbt_date.duckdb__convert_timezone": {"name": "duckdb__convert_timezone", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/convert_timezone.sql", "original_file_path": "macros/calendar_date/convert_timezone.sql", "unique_id": "macro.dbt_date.duckdb__convert_timezone", "macro_sql": "{% macro duckdb__convert_timezone(column, target_tz, source_tz) -%}\n{{ return(dbt_date.postgres__convert_timezone(column, target_tz, source_tz)) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_date.postgres__convert_timezone"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.470269, "supported_languages": null}, "macro.dbt_date.spark__convert_timezone": {"name": "spark__convert_timezone", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/convert_timezone.sql", "original_file_path": "macros/calendar_date/convert_timezone.sql", "unique_id": "macro.dbt_date.spark__convert_timezone", "macro_sql": "{%- macro spark__convert_timezone(column, target_tz, source_tz) -%}\nfrom_utc_timestamp(\n to_utc_timestamp({{ column }}, '{{ source_tz }}'),\n '{{ target_tz }}'\n )\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.470438, "supported_languages": null}, "macro.dbt_date.trino__convert_timezone": {"name": "trino__convert_timezone", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/convert_timezone.sql", "original_file_path": "macros/calendar_date/convert_timezone.sql", "unique_id": "macro.dbt_date.trino__convert_timezone", "macro_sql": "{%- macro trino__convert_timezone(column, target_tz, source_tz) -%}\n cast((at_timezone(with_timezone(cast({{ column }} as {{ dbt.type_timestamp() }}), '{{ source_tz }}'), '{{ target_tz }}')) as {{ dbt.type_timestamp() }})\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt.type_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.470685, "supported_languages": null}, "macro.dbt_date.n_months_away": {"name": "n_months_away", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/n_months_away.sql", "original_file_path": "macros/calendar_date/n_months_away.sql", "unique_id": "macro.dbt_date.n_months_away", "macro_sql": "{%- macro n_months_away(n, tz=None) -%}\n{%- set n = n|int -%}\n{{ dbt.date_trunc('month',\n dbt.dateadd('month', n,\n dbt_date.today(tz)\n )\n ) }}\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt.date_trunc", "macro.dbt.dateadd", "macro.dbt_date.today"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.471047, "supported_languages": null}, "macro.dbt_date.iso_week_of_year": {"name": "iso_week_of_year", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/iso_week_of_year.sql", "original_file_path": "macros/calendar_date/iso_week_of_year.sql", "unique_id": "macro.dbt_date.iso_week_of_year", "macro_sql": "{%- macro iso_week_of_year(date=None, tz=None) -%}\n{%-set dt = date if date else dbt_date.today(tz) -%}\n{{ adapter.dispatch('iso_week_of_year', 'dbt_date') (dt) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_date.today", "macro.dbt_date.postgres__iso_week_of_year"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.471788, "supported_languages": null}, "macro.dbt_date._iso_week_of_year": {"name": "_iso_week_of_year", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/iso_week_of_year.sql", "original_file_path": "macros/calendar_date/iso_week_of_year.sql", "unique_id": "macro.dbt_date._iso_week_of_year", "macro_sql": "{%- macro _iso_week_of_year(date, week_type) -%}\ncast({{ dbt_date.date_part(week_type, date) }} as {{ dbt.type_int() }})\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_date.date_part", "macro.dbt.type_int"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.471988, "supported_languages": null}, "macro.dbt_date.default__iso_week_of_year": {"name": "default__iso_week_of_year", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/iso_week_of_year.sql", "original_file_path": "macros/calendar_date/iso_week_of_year.sql", "unique_id": "macro.dbt_date.default__iso_week_of_year", "macro_sql": "\n\n{%- macro default__iso_week_of_year(date) -%}\n{{ dbt_date._iso_week_of_year(date, 'isoweek') }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_date._iso_week_of_year"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.4721348, "supported_languages": null}, "macro.dbt_date.snowflake__iso_week_of_year": {"name": "snowflake__iso_week_of_year", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/iso_week_of_year.sql", "original_file_path": "macros/calendar_date/iso_week_of_year.sql", "unique_id": "macro.dbt_date.snowflake__iso_week_of_year", "macro_sql": "\n\n{%- macro snowflake__iso_week_of_year(date) -%}\n{{ dbt_date._iso_week_of_year(date, 'weekiso') }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_date._iso_week_of_year"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.472278, "supported_languages": null}, "macro.dbt_date.postgres__iso_week_of_year": {"name": "postgres__iso_week_of_year", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/iso_week_of_year.sql", "original_file_path": "macros/calendar_date/iso_week_of_year.sql", "unique_id": "macro.dbt_date.postgres__iso_week_of_year", "macro_sql": "\n\n{%- macro postgres__iso_week_of_year(date) -%}\n-- postgresql week is isoweek, the first week of a year containing January 4 of that year.\n{{ dbt_date._iso_week_of_year(date, 'week') }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_date._iso_week_of_year"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.472502, "supported_languages": null}, "macro.dbt_date.duckdb__iso_week_of_year": {"name": "duckdb__iso_week_of_year", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/iso_week_of_year.sql", "original_file_path": "macros/calendar_date/iso_week_of_year.sql", "unique_id": "macro.dbt_date.duckdb__iso_week_of_year", "macro_sql": "\n\n{%- macro duckdb__iso_week_of_year(date) -%}\n{{ return(dbt_date.postgres__iso_week_of_year(date)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_date.postgres__iso_week_of_year"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.472651, "supported_languages": null}, "macro.dbt_date.spark__iso_week_of_year": {"name": "spark__iso_week_of_year", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/iso_week_of_year.sql", "original_file_path": "macros/calendar_date/iso_week_of_year.sql", "unique_id": "macro.dbt_date.spark__iso_week_of_year", "macro_sql": "\n\n{%- macro spark__iso_week_of_year(date) -%}\n{{ dbt_date._iso_week_of_year(date, 'week') }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_date._iso_week_of_year"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.4727979, "supported_languages": null}, "macro.dbt_date.trino__iso_week_of_year": {"name": "trino__iso_week_of_year", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/iso_week_of_year.sql", "original_file_path": "macros/calendar_date/iso_week_of_year.sql", "unique_id": "macro.dbt_date.trino__iso_week_of_year", "macro_sql": "\n\n{%- macro trino__iso_week_of_year(date) -%}\n{{ dbt_date._iso_week_of_year(date, 'week') }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_date._iso_week_of_year"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.472942, "supported_languages": null}, "macro.dbt_date.week_end": {"name": "week_end", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/week_end.sql", "original_file_path": "macros/calendar_date/week_end.sql", "unique_id": "macro.dbt_date.week_end", "macro_sql": "{%- macro week_end(date=None, tz=None) -%}\n{%-set dt = date if date else dbt_date.today(tz) -%}\n{{ adapter.dispatch('week_end', 'dbt_date') (dt) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_date.today", "macro.dbt_date.postgres__week_end"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.473471, "supported_languages": null}, "macro.dbt_date.default__week_end": {"name": "default__week_end", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/week_end.sql", "original_file_path": "macros/calendar_date/week_end.sql", "unique_id": "macro.dbt_date.default__week_end", "macro_sql": "{%- macro default__week_end(date) -%}\n{{ last_day(date, 'week') }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.last_day"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.473618, "supported_languages": null}, "macro.dbt_date.snowflake__week_end": {"name": "snowflake__week_end", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/week_end.sql", "original_file_path": "macros/calendar_date/week_end.sql", "unique_id": "macro.dbt_date.snowflake__week_end", "macro_sql": "\n\n{%- macro snowflake__week_end(date) -%}\n{%- set dt = dbt_date.week_start(date) -%}\n{{ dbt_date.n_days_away(6, dt) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_date.week_start", "macro.dbt_date.n_days_away"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.473831, "supported_languages": null}, "macro.dbt_date.postgres__week_end": {"name": "postgres__week_end", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/week_end.sql", "original_file_path": "macros/calendar_date/week_end.sql", "unique_id": "macro.dbt_date.postgres__week_end", "macro_sql": "\n\n{%- macro postgres__week_end(date) -%}\n{%- set dt = dbt_date.week_start(date) -%}\n{{ dbt_date.n_days_away(6, dt) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_date.week_start", "macro.dbt_date.n_days_away"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.474043, "supported_languages": null}, "macro.dbt_date.duckdb__week_end": {"name": "duckdb__week_end", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/week_end.sql", "original_file_path": "macros/calendar_date/week_end.sql", "unique_id": "macro.dbt_date.duckdb__week_end", "macro_sql": "\n\n{%- macro duckdb__week_end(date) -%}\n{{ return(dbt_date.postgres__week_end(date)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_date.postgres__week_end"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.474196, "supported_languages": null}, "macro.dbt_date.next_month_number": {"name": "next_month_number", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/next_month_number.sql", "original_file_path": "macros/calendar_date/next_month_number.sql", "unique_id": "macro.dbt_date.next_month_number", "macro_sql": "{%- macro next_month_number(tz=None) -%}\n{{ dbt_date.date_part('month', dbt_date.next_month(tz)) }}\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt_date.date_part", "macro.dbt_date.next_month"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.474417, "supported_languages": null}, "macro.dbt_date.last_month_number": {"name": "last_month_number", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/last_month_number.sql", "original_file_path": "macros/calendar_date/last_month_number.sql", "unique_id": "macro.dbt_date.last_month_number", "macro_sql": "{%- macro last_month_number(tz=None) -%}\n{{ dbt_date.date_part('month', dbt_date.last_month(tz)) }}\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt_date.date_part", "macro.dbt_date.last_month"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.474642, "supported_languages": null}, "macro.fivetran_utils.enabled_vars": {"name": "enabled_vars", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/enabled_vars.sql", "original_file_path": "macros/enabled_vars.sql", "unique_id": "macro.fivetran_utils.enabled_vars", "macro_sql": "{% macro enabled_vars(vars) %}\n\n{% for v in vars %}\n \n {% if var(v, True) == False %}\n {{ return(False) }}\n {% endif %}\n\n{% endfor %}\n\n{{ return(True) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.475059, "supported_languages": null}, "macro.fivetran_utils.percentile": {"name": "percentile", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/percentile.sql", "original_file_path": "macros/percentile.sql", "unique_id": "macro.fivetran_utils.percentile", "macro_sql": "{% macro percentile(percentile_field, partition_field, percent) -%}\n\n{{ adapter.dispatch('percentile', 'fivetran_utils') (percentile_field, partition_field, percent) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.postgres__percentile"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.476039, "supported_languages": null}, "macro.fivetran_utils.default__percentile": {"name": "default__percentile", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/percentile.sql", "original_file_path": "macros/percentile.sql", "unique_id": "macro.fivetran_utils.default__percentile", "macro_sql": "{% macro default__percentile(percentile_field, partition_field, percent) %}\n\n percentile_cont( \n {{ percent }} )\n within group ( order by {{ percentile_field }} )\n over ( partition by {{ partition_field }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.476212, "supported_languages": null}, "macro.fivetran_utils.redshift__percentile": {"name": "redshift__percentile", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/percentile.sql", "original_file_path": "macros/percentile.sql", "unique_id": "macro.fivetran_utils.redshift__percentile", "macro_sql": "{% macro redshift__percentile(percentile_field, partition_field, percent) %}\n\n percentile_cont( \n {{ percent }} )\n within group ( order by {{ percentile_field }} )\n over ( partition by {{ partition_field }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.476379, "supported_languages": null}, "macro.fivetran_utils.bigquery__percentile": {"name": "bigquery__percentile", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/percentile.sql", "original_file_path": "macros/percentile.sql", "unique_id": "macro.fivetran_utils.bigquery__percentile", "macro_sql": "{% macro bigquery__percentile(percentile_field, partition_field, percent) %}\n\n percentile_cont( \n {{ percentile_field }}, \n {{ percent }}) \n over (partition by {{ partition_field }} \n )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.476555, "supported_languages": null}, "macro.fivetran_utils.postgres__percentile": {"name": "postgres__percentile", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/percentile.sql", "original_file_path": "macros/percentile.sql", "unique_id": "macro.fivetran_utils.postgres__percentile", "macro_sql": "{% macro postgres__percentile(percentile_field, partition_field, percent) %}\n\n percentile_cont( \n {{ percent }} )\n within group ( order by {{ percentile_field }} )\n /* have to group by partition field */\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.476704, "supported_languages": null}, "macro.fivetran_utils.spark__percentile": {"name": "spark__percentile", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/percentile.sql", "original_file_path": "macros/percentile.sql", "unique_id": "macro.fivetran_utils.spark__percentile", "macro_sql": "{% macro spark__percentile(percentile_field, partition_field, percent) %}\n\n percentile( \n {{ percentile_field }}, \n {{ percent }}) \n over (partition by {{ partition_field }} \n )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.4768739, "supported_languages": null}, "macro.fivetran_utils.pivot_json_extract": {"name": "pivot_json_extract", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/pivot_json_extract.sql", "original_file_path": "macros/pivot_json_extract.sql", "unique_id": "macro.fivetran_utils.pivot_json_extract", "macro_sql": "{% macro pivot_json_extract(string, list_of_properties) %}\n\n{%- for property in list_of_properties -%}\n{%- if property is mapping -%}\nreplace( {{ fivetran_utils.json_extract(string, property.name) }}, '\"', '') as {{ property.alias if property.alias else property.name | replace(' ', '_') | replace('.', '_') | lower }}\n\n{%- else -%}\nreplace( {{ fivetran_utils.json_extract(string, property) }}, '\"', '') as {{ property | replace(' ', '_') | lower }}\n\n{%- endif -%}\n{%- if not loop.last -%},{%- endif %}\n{% endfor -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.json_extract"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.4777, "supported_languages": null}, "macro.fivetran_utils.persist_pass_through_columns": {"name": "persist_pass_through_columns", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/persist_pass_through_columns.sql", "original_file_path": "macros/persist_pass_through_columns.sql", "unique_id": "macro.fivetran_utils.persist_pass_through_columns", "macro_sql": "{% macro persist_pass_through_columns(pass_through_variable, identifier=none, transform='') %}\n\n{% if var(pass_through_variable, none) %}\n {% for field in var(pass_through_variable) %}\n , {{ transform ~ '(' ~ (identifier ~ '.' if identifier else '') ~ (field.alias if field.alias else field.name) ~ ')' }} as {{ field.alias if field.alias else field.name }}\n {% endfor %}\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.478435, "supported_languages": null}, "macro.fivetran_utils.json_parse": {"name": "json_parse", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_parse.sql", "original_file_path": "macros/json_parse.sql", "unique_id": "macro.fivetran_utils.json_parse", "macro_sql": "{% macro json_parse(string, string_path) -%}\n\n{{ adapter.dispatch('json_parse', 'fivetran_utils') (string, string_path) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.postgres__json_parse"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.479831, "supported_languages": null}, "macro.fivetran_utils.default__json_parse": {"name": "default__json_parse", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_parse.sql", "original_file_path": "macros/json_parse.sql", "unique_id": "macro.fivetran_utils.default__json_parse", "macro_sql": "{% macro default__json_parse(string, string_path) %}\n\n json_extract_path_text({{string}}, {%- for s in string_path -%}'{{ s }}'{%- if not loop.last -%},{%- endif -%}{%- endfor -%} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.4801269, "supported_languages": null}, "macro.fivetran_utils.redshift__json_parse": {"name": "redshift__json_parse", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_parse.sql", "original_file_path": "macros/json_parse.sql", "unique_id": "macro.fivetran_utils.redshift__json_parse", "macro_sql": "{% macro redshift__json_parse(string, string_path) %}\n\n json_extract_path_text({{string}}, {%- for s in string_path -%}'{{ s }}'{%- if not loop.last -%},{%- endif -%}{%- endfor -%} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.480393, "supported_languages": null}, "macro.fivetran_utils.bigquery__json_parse": {"name": "bigquery__json_parse", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_parse.sql", "original_file_path": "macros/json_parse.sql", "unique_id": "macro.fivetran_utils.bigquery__json_parse", "macro_sql": "{% macro bigquery__json_parse(string, string_path) %}\n\n \n json_extract_scalar({{string}}, '$.{%- for s in string_path -%}{{ s }}{%- if not loop.last -%}.{%- endif -%}{%- endfor -%} ')\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.480646, "supported_languages": null}, "macro.fivetran_utils.postgres__json_parse": {"name": "postgres__json_parse", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_parse.sql", "original_file_path": "macros/json_parse.sql", "unique_id": "macro.fivetran_utils.postgres__json_parse", "macro_sql": "{% macro postgres__json_parse(string, string_path) %}\n\n {{string}}::json #>> '{ {%- for s in string_path -%}{{ s }}{%- if not loop.last -%},{%- endif -%}{%- endfor -%} }'\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.480895, "supported_languages": null}, "macro.fivetran_utils.snowflake__json_parse": {"name": "snowflake__json_parse", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_parse.sql", "original_file_path": "macros/json_parse.sql", "unique_id": "macro.fivetran_utils.snowflake__json_parse", "macro_sql": "{% macro snowflake__json_parse(string, string_path) %}\n\n parse_json( {{string}} ) {%- for s in string_path -%}{% if s is number %}[{{ s }}]{% else %}['{{ s }}']{% endif %}{%- endfor -%}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.4811761, "supported_languages": null}, "macro.fivetran_utils.spark__json_parse": {"name": "spark__json_parse", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_parse.sql", "original_file_path": "macros/json_parse.sql", "unique_id": "macro.fivetran_utils.spark__json_parse", "macro_sql": "{% macro spark__json_parse(string, string_path) %}\n\n {{string}} : {%- for s in string_path -%}{% if s is number %}[{{ s }}]{% else %}['{{ s }}']{% endif %}{%- endfor -%}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.481458, "supported_languages": null}, "macro.fivetran_utils.sqlserver__json_parse": {"name": "sqlserver__json_parse", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_parse.sql", "original_file_path": "macros/json_parse.sql", "unique_id": "macro.fivetran_utils.sqlserver__json_parse", "macro_sql": "{% macro sqlserver__json_parse(string, string_path) %}\n\n json_value({{string}}, '$.{%- for s in string_path -%}{{ s }}{%- if not loop.last -%}.{%- endif -%}{%- endfor -%} ')\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.481725, "supported_languages": null}, "macro.fivetran_utils.max_bool": {"name": "max_bool", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/max_bool.sql", "original_file_path": "macros/max_bool.sql", "unique_id": "macro.fivetran_utils.max_bool", "macro_sql": "{% macro max_bool(boolean_field) -%}\n\n{{ adapter.dispatch('max_bool', 'fivetran_utils') (boolean_field) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__max_bool"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.482065, "supported_languages": null}, "macro.fivetran_utils.default__max_bool": {"name": "default__max_bool", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/max_bool.sql", "original_file_path": "macros/max_bool.sql", "unique_id": "macro.fivetran_utils.default__max_bool", "macro_sql": "{% macro default__max_bool(boolean_field) %}\n\n bool_or( {{ boolean_field }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.4821749, "supported_languages": null}, "macro.fivetran_utils.snowflake__max_bool": {"name": "snowflake__max_bool", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/max_bool.sql", "original_file_path": "macros/max_bool.sql", "unique_id": "macro.fivetran_utils.snowflake__max_bool", "macro_sql": "{% macro snowflake__max_bool(boolean_field) %}\n\n max( {{ boolean_field }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.482282, "supported_languages": null}, "macro.fivetran_utils.bigquery__max_bool": {"name": "bigquery__max_bool", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/max_bool.sql", "original_file_path": "macros/max_bool.sql", "unique_id": "macro.fivetran_utils.bigquery__max_bool", "macro_sql": "{% macro bigquery__max_bool(boolean_field) %}\n\n max( {{ boolean_field }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.482389, "supported_languages": null}, "macro.fivetran_utils.calculated_fields": {"name": "calculated_fields", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/calculated_fields.sql", "original_file_path": "macros/calculated_fields.sql", "unique_id": "macro.fivetran_utils.calculated_fields", "macro_sql": "{% macro calculated_fields(variable) -%}\n\n{% if var(variable, none) %}\n {% for field in var(variable) %}\n , {{ field.transform_sql }} as {{ field.name }} \n {% endfor %}\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.482773, "supported_languages": null}, "macro.fivetran_utils.drop_schemas_automation": {"name": "drop_schemas_automation", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/drop_schemas_automation.sql", "original_file_path": "macros/drop_schemas_automation.sql", "unique_id": "macro.fivetran_utils.drop_schemas_automation", "macro_sql": "{% macro drop_schemas_automation(drop_target_schema=true) %}\n {{ return(adapter.dispatch('drop_schemas_automation', 'fivetran_utils')(drop_target_schema)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__drop_schemas_automation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.483615, "supported_languages": null}, "macro.fivetran_utils.default__drop_schemas_automation": {"name": "default__drop_schemas_automation", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/drop_schemas_automation.sql", "original_file_path": "macros/drop_schemas_automation.sql", "unique_id": "macro.fivetran_utils.default__drop_schemas_automation", "macro_sql": "{% macro default__drop_schemas_automation(drop_target_schema=true) %}\n\n{% set fetch_list_sql %}\n {% if target.type not in ('databricks', 'spark') %}\n select schema_name\n from \n {{ wrap_in_quotes(target.database) }}.INFORMATION_SCHEMA.SCHEMATA\n where lower(schema_name) like '{{ target.schema | lower }}{%- if not drop_target_schema -%}_{%- endif -%}%'\n {% else %}\n SHOW SCHEMAS LIKE '{{ target.schema }}{%- if not drop_target_schema -%}_{%- endif -%}*'\n {% endif %}\n{% endset %}\n\n{% set results = run_query(fetch_list_sql) %}\n\n{% if execute %}\n {% set results_list = results.columns[0].values() %}\n{% else %}\n {% set results_list = [] %}\n{% endif %}\n\n{% for schema_to_drop in results_list %}\n {% do adapter.drop_schema(api.Relation.create(database=target.database, schema=schema_to_drop)) %}\n {{ print('Schema ' ~ schema_to_drop ~ ' successfully dropped from the ' ~ target.database ~ ' database.\\n')}}\n{% endfor %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.wrap_in_quotes", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.4847848, "supported_languages": null}, "macro.fivetran_utils.seed_data_helper": {"name": "seed_data_helper", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/seed_data_helper.sql", "original_file_path": "macros/seed_data_helper.sql", "unique_id": "macro.fivetran_utils.seed_data_helper", "macro_sql": "{% macro seed_data_helper(seed_name, warehouses) %}\n\n{% if target.type in warehouses %}\n {% for w in warehouses %}\n {% if target.type == w %}\n {{ return(ref(seed_name ~ \"_\" ~ w ~ \"\")) }}\n {% endif %}\n {% endfor %}\n{% else %}\n{{ return(ref(seed_name)) }}\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.485415, "supported_languages": null}, "macro.fivetran_utils.fill_pass_through_columns": {"name": "fill_pass_through_columns", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/fill_pass_through_columns.sql", "original_file_path": "macros/fill_pass_through_columns.sql", "unique_id": "macro.fivetran_utils.fill_pass_through_columns", "macro_sql": "{% macro fill_pass_through_columns(pass_through_variable) %}\n\n{% if var(pass_through_variable) %}\n {% for field in var(pass_through_variable) %}\n {% if field is mapping %}\n {% if field.transform_sql %}\n , {{ field.transform_sql }} as {{ field.alias if field.alias else field.name }}\n {% else %}\n , {{ field.alias if field.alias else field.name }}\n {% endif %}\n {% else %}\n , {{ field }}\n {% endif %}\n {% endfor %}\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.48625, "supported_languages": null}, "macro.fivetran_utils.string_agg": {"name": "string_agg", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/string_agg.sql", "original_file_path": "macros/string_agg.sql", "unique_id": "macro.fivetran_utils.string_agg", "macro_sql": "{% macro string_agg(field_to_agg, delimiter) -%}\n\n{{ adapter.dispatch('string_agg', 'fivetran_utils') (field_to_agg, delimiter) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__string_agg"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.486757, "supported_languages": null}, "macro.fivetran_utils.default__string_agg": {"name": "default__string_agg", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/string_agg.sql", "original_file_path": "macros/string_agg.sql", "unique_id": "macro.fivetran_utils.default__string_agg", "macro_sql": "{% macro default__string_agg(field_to_agg, delimiter) %}\n string_agg({{ field_to_agg }}, {{ delimiter }})\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.486898, "supported_languages": null}, "macro.fivetran_utils.snowflake__string_agg": {"name": "snowflake__string_agg", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/string_agg.sql", "original_file_path": "macros/string_agg.sql", "unique_id": "macro.fivetran_utils.snowflake__string_agg", "macro_sql": "{% macro snowflake__string_agg(field_to_agg, delimiter) %}\n listagg({{ field_to_agg }}, {{ delimiter }})\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.4870348, "supported_languages": null}, "macro.fivetran_utils.redshift__string_agg": {"name": "redshift__string_agg", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/string_agg.sql", "original_file_path": "macros/string_agg.sql", "unique_id": "macro.fivetran_utils.redshift__string_agg", "macro_sql": "{% macro redshift__string_agg(field_to_agg, delimiter) %}\n listagg({{ field_to_agg }}, {{ delimiter }})\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.48717, "supported_languages": null}, "macro.fivetran_utils.spark__string_agg": {"name": "spark__string_agg", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/string_agg.sql", "original_file_path": "macros/string_agg.sql", "unique_id": "macro.fivetran_utils.spark__string_agg", "macro_sql": "{% macro spark__string_agg(field_to_agg, delimiter) %}\n -- collect set will remove duplicates\n replace(replace(replace(cast( collect_set({{ field_to_agg }}) as string), '[', ''), ']', ''), ', ', {{ delimiter }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.48732, "supported_languages": null}, "macro.fivetran_utils.timestamp_diff": {"name": "timestamp_diff", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_diff.sql", "original_file_path": "macros/timestamp_diff.sql", "unique_id": "macro.fivetran_utils.timestamp_diff", "macro_sql": "{% macro timestamp_diff(first_date, second_date, datepart) %}\n {{ adapter.dispatch('timestamp_diff', 'fivetran_utils')(first_date, second_date, datepart) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.postgres__timestamp_diff"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.490422, "supported_languages": null}, "macro.fivetran_utils.default__timestamp_diff": {"name": "default__timestamp_diff", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_diff.sql", "original_file_path": "macros/timestamp_diff.sql", "unique_id": "macro.fivetran_utils.default__timestamp_diff", "macro_sql": "{% macro default__timestamp_diff(first_date, second_date, datepart) %}\n\n datediff(\n {{ datepart }},\n {{ first_date }},\n {{ second_date }}\n )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.490591, "supported_languages": null}, "macro.fivetran_utils.redshift__timestamp_diff": {"name": "redshift__timestamp_diff", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_diff.sql", "original_file_path": "macros/timestamp_diff.sql", "unique_id": "macro.fivetran_utils.redshift__timestamp_diff", "macro_sql": "{% macro redshift__timestamp_diff(first_date, second_date, datepart) %}\n\n datediff(\n {{ datepart }},\n {{ first_date }},\n {{ second_date }}\n )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.490763, "supported_languages": null}, "macro.fivetran_utils.bigquery__timestamp_diff": {"name": "bigquery__timestamp_diff", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_diff.sql", "original_file_path": "macros/timestamp_diff.sql", "unique_id": "macro.fivetran_utils.bigquery__timestamp_diff", "macro_sql": "{% macro bigquery__timestamp_diff(first_date, second_date, datepart) %}\n\n timestamp_diff(\n {{second_date}},\n {{first_date}},\n {{datepart}}\n )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.490926, "supported_languages": null}, "macro.fivetran_utils.postgres__timestamp_diff": {"name": "postgres__timestamp_diff", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_diff.sql", "original_file_path": "macros/timestamp_diff.sql", "unique_id": "macro.fivetran_utils.postgres__timestamp_diff", "macro_sql": "{% macro postgres__timestamp_diff(first_date, second_date, datepart) %}\n\n {% if datepart == 'year' %}\n (date_part('year', ({{second_date}})::date) - date_part('year', ({{first_date}})::date))\n {% elif datepart == 'quarter' %}\n ({{ dbt.datediff(first_date, second_date, 'year') }} * 4 + date_part('quarter', ({{second_date}})::date) - date_part('quarter', ({{first_date}})::date))\n {% elif datepart == 'month' %}\n ({{ dbt.datediff(first_date, second_date, 'year') }} * 12 + date_part('month', ({{second_date}})::date) - date_part('month', ({{first_date}})::date))\n {% elif datepart == 'day' %}\n (({{second_date}})::date - ({{first_date}})::date)\n {% elif datepart == 'week' %}\n ({{ dbt.datediff(first_date, second_date, 'day') }} / 7 + case\n when date_part('dow', ({{first_date}})::timestamp) <= date_part('dow', ({{second_date}})::timestamp) then\n case when {{first_date}} <= {{second_date}} then 0 else -1 end\n else\n case when {{first_date}} <= {{second_date}} then 1 else 0 end\n end)\n {% elif datepart == 'hour' %}\n ({{ dbt.datediff(first_date, second_date, 'day') }} * 24 + date_part('hour', ({{second_date}})::timestamp) - date_part('hour', ({{first_date}})::timestamp))\n {% elif datepart == 'minute' %}\n ({{ dbt.datediff(first_date, second_date, 'hour') }} * 60 + date_part('minute', ({{second_date}})::timestamp) - date_part('minute', ({{first_date}})::timestamp))\n {% elif datepart == 'second' %}\n ({{ dbt.datediff(first_date, second_date, 'minute') }} * 60 + floor(date_part('second', ({{second_date}})::timestamp)) - floor(date_part('second', ({{first_date}})::timestamp)))\n {% elif datepart == 'millisecond' %}\n ({{ dbt.datediff(first_date, second_date, 'minute') }} * 60000 + floor(date_part('millisecond', ({{second_date}})::timestamp)) - floor(date_part('millisecond', ({{first_date}})::timestamp)))\n {% elif datepart == 'microsecond' %}\n ({{ dbt.datediff(first_date, second_date, 'minute') }} * 60000000 + floor(date_part('microsecond', ({{second_date}})::timestamp)) - floor(date_part('microsecond', ({{first_date}})::timestamp)))\n {% else %}\n {{ exceptions.raise_compiler_error(\"Unsupported datepart for macro datediff in postgres: {!r}\".format(datepart)) }}\n {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.datediff"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.492769, "supported_languages": null}, "macro.fivetran_utils.try_cast": {"name": "try_cast", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/try_cast.sql", "original_file_path": "macros/try_cast.sql", "unique_id": "macro.fivetran_utils.try_cast", "macro_sql": "{% macro try_cast(field, type) %}\n {{ adapter.dispatch('try_cast', 'fivetran_utils') (field, type) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.postgres__try_cast"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.493763, "supported_languages": null}, "macro.fivetran_utils.default__try_cast": {"name": "default__try_cast", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/try_cast.sql", "original_file_path": "macros/try_cast.sql", "unique_id": "macro.fivetran_utils.default__try_cast", "macro_sql": "{% macro default__try_cast(field, type) %}\n {# most databases don't support this function yet\n so we just need to use cast #}\n cast({{field}} as {{type}})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.493911, "supported_languages": null}, "macro.fivetran_utils.redshift__try_cast": {"name": "redshift__try_cast", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/try_cast.sql", "original_file_path": "macros/try_cast.sql", "unique_id": "macro.fivetran_utils.redshift__try_cast", "macro_sql": "{% macro redshift__try_cast(field, type) %}\n{%- if type == 'numeric' -%}\n\n case\n when trim({{field}}) ~ '^(0|[1-9][0-9]*)$' then trim({{field}})\n else null\n end::{{type}}\n\n{% else %}\n {{ exceptions.raise_compiler_error(\n \"non-numeric datatypes are not currently supported\") }}\n\n{% endif %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.4942021, "supported_languages": null}, "macro.fivetran_utils.postgres__try_cast": {"name": "postgres__try_cast", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/try_cast.sql", "original_file_path": "macros/try_cast.sql", "unique_id": "macro.fivetran_utils.postgres__try_cast", "macro_sql": "{% macro postgres__try_cast(field, type) %}\n{%- if type == 'numeric' -%}\n\n case\n when replace(cast({{field}} as varchar),cast(' ' as varchar),cast('' as varchar)) ~ '^(0|[1-9][0-9]*)$' \n then replace(cast({{field}} as varchar),cast(' ' as varchar),cast('' as varchar))\n else null\n end::{{type}}\n\n{% else %}\n {{ exceptions.raise_compiler_error(\n \"non-numeric datatypes are not currently supported\") }}\n\n{% endif %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.4945018, "supported_languages": null}, "macro.fivetran_utils.snowflake__try_cast": {"name": "snowflake__try_cast", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/try_cast.sql", "original_file_path": "macros/try_cast.sql", "unique_id": "macro.fivetran_utils.snowflake__try_cast", "macro_sql": "{% macro snowflake__try_cast(field, type) %}\n try_cast(cast({{field}} as varchar) as {{type}})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.494643, "supported_languages": null}, "macro.fivetran_utils.bigquery__try_cast": {"name": "bigquery__try_cast", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/try_cast.sql", "original_file_path": "macros/try_cast.sql", "unique_id": "macro.fivetran_utils.bigquery__try_cast", "macro_sql": "{% macro bigquery__try_cast(field, type) %}\n safe_cast({{field}} as {{type}})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.494773, "supported_languages": null}, "macro.fivetran_utils.spark__try_cast": {"name": "spark__try_cast", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/try_cast.sql", "original_file_path": "macros/try_cast.sql", "unique_id": "macro.fivetran_utils.spark__try_cast", "macro_sql": "{% macro spark__try_cast(field, type) %}\n try_cast({{field}} as {{type}})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.494907, "supported_languages": null}, "macro.fivetran_utils.sqlserver__try_cast": {"name": "sqlserver__try_cast", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/try_cast.sql", "original_file_path": "macros/try_cast.sql", "unique_id": "macro.fivetran_utils.sqlserver__try_cast", "macro_sql": "{% macro sqlserver__try_cast(field, type) %}\n try_cast({{field}} as {{type}})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.4950368, "supported_languages": null}, "macro.fivetran_utils.source_relation": {"name": "source_relation", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/source_relation.sql", "original_file_path": "macros/source_relation.sql", "unique_id": "macro.fivetran_utils.source_relation", "macro_sql": "{% macro source_relation(union_schema_variable='union_schemas', union_database_variable='union_databases') -%}\n\n{{ adapter.dispatch('source_relation', 'fivetran_utils') (union_schema_variable, union_database_variable) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__source_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.4955468, "supported_languages": null}, "macro.fivetran_utils.default__source_relation": {"name": "default__source_relation", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/source_relation.sql", "original_file_path": "macros/source_relation.sql", "unique_id": "macro.fivetran_utils.default__source_relation", "macro_sql": "{% macro default__source_relation(union_schema_variable, union_database_variable) %}\n\n{% if var(union_schema_variable, none) %}\n, case\n {% for schema in var(union_schema_variable) %}\n when lower(replace(replace(_dbt_source_relation,'\"',''),'`','')) like '%.{{ schema|lower }}.%' then '{{ schema|lower }}'\n {% endfor %}\n end as source_relation\n{% elif var(union_database_variable, none) %}\n, case\n {% for database in var(union_database_variable) %}\n when lower(replace(replace(_dbt_source_relation,'\"',''),'`','')) like '%{{ database|lower }}.%' then '{{ database|lower }}'\n {% endfor %}\n end as source_relation\n{% else %}\n, cast('' as {{ dbt.type_string() }}) as source_relation\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.496151, "supported_languages": null}, "macro.fivetran_utils.first_value": {"name": "first_value", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/first_value.sql", "original_file_path": "macros/first_value.sql", "unique_id": "macro.fivetran_utils.first_value", "macro_sql": "{% macro first_value(first_value_field, partition_field, order_by_field, order=\"asc\") -%}\n\n{{ adapter.dispatch('first_value', 'fivetran_utils') (first_value_field, partition_field, order_by_field, order) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__first_value"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.496672, "supported_languages": null}, "macro.fivetran_utils.default__first_value": {"name": "default__first_value", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/first_value.sql", "original_file_path": "macros/first_value.sql", "unique_id": "macro.fivetran_utils.default__first_value", "macro_sql": "{% macro default__first_value(first_value_field, partition_field, order_by_field, order=\"asc\") %}\n\n first_value( {{ first_value_field }} ignore nulls ) over (partition by {{ partition_field }} order by {{ order_by_field }} {{ order }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.4968839, "supported_languages": null}, "macro.fivetran_utils.redshift__first_value": {"name": "redshift__first_value", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/first_value.sql", "original_file_path": "macros/first_value.sql", "unique_id": "macro.fivetran_utils.redshift__first_value", "macro_sql": "{% macro redshift__first_value(first_value_field, partition_field, order_by_field, order=\"asc\") %}\n\n first_value( {{ first_value_field }} ignore nulls ) over (partition by {{ partition_field }} order by {{ order_by_field }} {{ order }} , {{ partition_field }} rows unbounded preceding )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.497119, "supported_languages": null}, "macro.fivetran_utils.add_dbt_source_relation": {"name": "add_dbt_source_relation", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/add_dbt_source_relation.sql", "original_file_path": "macros/add_dbt_source_relation.sql", "unique_id": "macro.fivetran_utils.add_dbt_source_relation", "macro_sql": "{% macro add_dbt_source_relation() %}\n\n{% if var('union_schemas', none) or var('union_databases', none) %}\n, _dbt_source_relation\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.49739, "supported_languages": null}, "macro.fivetran_utils.add_pass_through_columns": {"name": "add_pass_through_columns", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/add_pass_through_columns.sql", "original_file_path": "macros/add_pass_through_columns.sql", "unique_id": "macro.fivetran_utils.add_pass_through_columns", "macro_sql": "{% macro add_pass_through_columns(base_columns, pass_through_var) %}\n\n {% if pass_through_var %}\n\n {% for column in pass_through_var %}\n\n {% if column is mapping %}\n\n {% if column.alias %}\n\n {% do base_columns.append({ \"name\": column.name, \"alias\": column.alias, \"datatype\": column.datatype if column.datatype else dbt.type_string()}) %}\n\n {% else %}\n\n {% do base_columns.append({ \"name\": column.name, \"datatype\": column.datatype if column.datatype else dbt.type_string()}) %}\n \n {% endif %}\n\n {% else %}\n\n {% do base_columns.append({ \"name\": column, \"datatype\": dbt.type_string()}) %}\n\n {% endif %}\n\n {% endfor %}\n\n {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.498603, "supported_languages": null}, "macro.fivetran_utils.union_relations": {"name": "union_relations", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/union_relations.sql", "original_file_path": "macros/union_relations.sql", "unique_id": "macro.fivetran_utils.union_relations", "macro_sql": "{%- macro union_relations(relations, aliases=none, column_override=none, include=[], exclude=[], source_column_name=none) -%}\n\n {%- if exclude and include -%}\n {{ exceptions.raise_compiler_error(\"Both an exclude and include list were provided to the `union` macro. Only one is allowed\") }}\n {%- endif -%}\n\n {#-- Prevent querying of db in parsing mode. This works because this macro does not create any new refs. -#}\n {%- if not execute %}\n {{ return('') }}\n {% endif -%}\n\n {%- set column_override = column_override if column_override is not none else {} -%}\n {%- set source_column_name = source_column_name if source_column_name is not none else '_dbt_source_relation' -%}\n\n {%- set relation_columns = {} -%}\n {%- set column_superset = {} -%}\n\n {%- for relation in relations -%}\n\n {%- do relation_columns.update({relation: []}) -%}\n\n {%- do dbt_utils._is_relation(relation, 'union_relations') -%}\n {%- set cols = adapter.get_columns_in_relation(relation) -%}\n {%- for col in cols -%}\n\n {#- If an exclude list was provided and the column is in the list, do nothing -#}\n {%- if exclude and col.column in exclude -%}\n\n {#- If an include list was provided and the column is not in the list, do nothing -#}\n {%- elif include and col.column not in include -%}\n\n {#- Otherwise add the column to the column superset -#}\n {%- else -%}\n\n {#- update the list of columns in this relation -#}\n {%- do relation_columns[relation].append(col.column) -%}\n\n {%- if col.column in column_superset -%}\n\n {%- set stored = column_superset[col.column] -%}\n {%- if col.is_string() and stored.is_string() and col.string_size() > stored.string_size() -%}\n\n {%- do column_superset.update({col.column: col}) -%}\n\n {%- endif %}\n\n {%- else -%}\n\n {%- do column_superset.update({col.column: col}) -%}\n\n {%- endif -%}\n\n {%- endif -%}\n\n {%- endfor -%}\n {%- endfor -%}\n\n {%- set ordered_column_names = column_superset.keys() -%}\n\n {%- for relation in relations %}\n\n (\n select\n\n cast({{ dbt.string_literal(relation) }} as {{ dbt.type_string() }}) as {{ source_column_name }},\n {% for col_name in ordered_column_names -%}\n\n {%- set col = column_superset[col_name] %}\n {%- set col_type = column_override.get(col.column, col.data_type) %}\n {%- set col_name = adapter.quote(col_name) if col_name in relation_columns[relation] else 'null' %}\n cast({{ col_name }} as {{ col_type }}) as {{ col.quoted }} {% if not loop.last %},{% endif -%}\n\n {%- endfor %}\n\n from {{ aliases[loop.index0] if aliases else relation }}\n )\n\n {% if not loop.last -%}\n union all\n {% endif -%}\n\n {%- endfor -%}\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_utils._is_relation", "macro.dbt.string_literal", "macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.5027351, "supported_languages": null}, "macro.fivetran_utils.union_tables": {"name": "union_tables", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/union_relations.sql", "original_file_path": "macros/union_relations.sql", "unique_id": "macro.fivetran_utils.union_tables", "macro_sql": "{%- macro union_tables(tables, column_override=none, include=[], exclude=[], source_column_name='_dbt_source_table') -%}\n\n {%- do exceptions.warn(\"Warning: the `union_tables` macro is no longer supported and will be deprecated in a future release of dbt-utils. Use the `union_relations` macro instead\") -%}\n\n {{ return(dbt_utils.union_relations(tables, column_override, include, exclude, source_column_name)) }}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt_utils.union_relations"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.503123, "supported_languages": null}, "macro.fivetran_utils.snowflake_seed_data": {"name": "snowflake_seed_data", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/snowflake_seed_data.sql", "original_file_path": "macros/snowflake_seed_data.sql", "unique_id": "macro.fivetran_utils.snowflake_seed_data", "macro_sql": "{% macro snowflake_seed_data(seed_name) %}\n\n{% if target.type == 'snowflake' %}\n{{ return(ref(seed_name ~ '_snowflake')) }}\n{% else %}\n{{ return(ref(seed_name)) }}\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.503519, "supported_languages": null}, "macro.fivetran_utils.fill_staging_columns": {"name": "fill_staging_columns", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/fill_staging_columns.sql", "original_file_path": "macros/fill_staging_columns.sql", "unique_id": "macro.fivetran_utils.fill_staging_columns", "macro_sql": "{% macro fill_staging_columns(source_columns, staging_columns) -%}\n\n{%- set source_column_names = source_columns|map(attribute='name')|map('lower')|list -%}\n\n{%- for column in staging_columns %}\n {% if column.name|lower in source_column_names -%}\n {{ fivetran_utils.quote_column(column) }} as \n {%- if 'alias' in column %} {{ column.alias }} {% else %} {{ fivetran_utils.quote_column(column) }} {%- endif -%}\n {%- else -%}\n cast(null as {{ column.datatype }})\n {%- if 'alias' in column %} as {{ column.alias }} {% else %} as {{ fivetran_utils.quote_column(column) }} {% endif -%}\n {%- endif -%}\n {%- if not loop.last -%} , {% endif -%}\n{% endfor %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.quote_column"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.5051808, "supported_languages": null}, "macro.fivetran_utils.quote_column": {"name": "quote_column", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/fill_staging_columns.sql", "original_file_path": "macros/fill_staging_columns.sql", "unique_id": "macro.fivetran_utils.quote_column", "macro_sql": "{% macro quote_column(column) %}\n {% if 'quote' in column %}\n {% if column.quote %}\n {% if target.type in ('bigquery', 'spark', 'databricks') %}\n `{{ column.name }}`\n {% elif target.type == 'snowflake' %}\n \"{{ column.name | upper }}\"\n {% else %}\n \"{{ column.name }}\"\n {% endif %}\n {% else %}\n {{ column.name }}\n {% endif %}\n {% else %}\n {{ column.name }}\n {% endif %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.505779, "supported_languages": null}, "macro.fivetran_utils.json_extract": {"name": "json_extract", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_extract.sql", "original_file_path": "macros/json_extract.sql", "unique_id": "macro.fivetran_utils.json_extract", "macro_sql": "{% macro json_extract(string, string_path) -%}\n\n{{ adapter.dispatch('json_extract', 'fivetran_utils') (string, string_path) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.postgres__json_extract"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.506377, "supported_languages": null}, "macro.fivetran_utils.default__json_extract": {"name": "default__json_extract", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_extract.sql", "original_file_path": "macros/json_extract.sql", "unique_id": "macro.fivetran_utils.default__json_extract", "macro_sql": "{% macro default__json_extract(string, string_path) %}\n\n json_extract_path_text({{string}}, {{ \"'\" ~ string_path ~ \"'\" }} )\n \n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.5065448, "supported_languages": null}, "macro.fivetran_utils.snowflake__json_extract": {"name": "snowflake__json_extract", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_extract.sql", "original_file_path": "macros/json_extract.sql", "unique_id": "macro.fivetran_utils.snowflake__json_extract", "macro_sql": "{% macro snowflake__json_extract(string, string_path) %}\n\n json_extract_path_text(try_parse_json( {{string}} ), {{ \"'\" ~ string_path ~ \"'\" }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.5067048, "supported_languages": null}, "macro.fivetran_utils.redshift__json_extract": {"name": "redshift__json_extract", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_extract.sql", "original_file_path": "macros/json_extract.sql", "unique_id": "macro.fivetran_utils.redshift__json_extract", "macro_sql": "{% macro redshift__json_extract(string, string_path) %}\n\n case when is_valid_json( {{string}} ) then json_extract_path_text({{string}}, {{ \"'\" ~ string_path ~ \"'\" }} ) else null end\n \n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.506886, "supported_languages": null}, "macro.fivetran_utils.bigquery__json_extract": {"name": "bigquery__json_extract", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_extract.sql", "original_file_path": "macros/json_extract.sql", "unique_id": "macro.fivetran_utils.bigquery__json_extract", "macro_sql": "{% macro bigquery__json_extract(string, string_path) %}\n\n json_extract_scalar({{string}}, {{ \"'$.\" ~ string_path ~ \"'\" }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.5070488, "supported_languages": null}, "macro.fivetran_utils.postgres__json_extract": {"name": "postgres__json_extract", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_extract.sql", "original_file_path": "macros/json_extract.sql", "unique_id": "macro.fivetran_utils.postgres__json_extract", "macro_sql": "{% macro postgres__json_extract(string, string_path) %}\n\n {{string}}::json->>{{\"'\" ~ string_path ~ \"'\" }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.507206, "supported_languages": null}, "macro.fivetran_utils.collect_freshness": {"name": "collect_freshness", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/collect_freshness.sql", "original_file_path": "macros/collect_freshness.sql", "unique_id": "macro.fivetran_utils.collect_freshness", "macro_sql": "{% macro collect_freshness(source, loaded_at_field, filter) %}\n {{ return(adapter.dispatch('collect_freshness')(source, loaded_at_field, filter))}}\n{% endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__collect_freshness"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.5080729, "supported_languages": null}, "macro.fivetran_utils.default__collect_freshness": {"name": "default__collect_freshness", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/collect_freshness.sql", "original_file_path": "macros/collect_freshness.sql", "unique_id": "macro.fivetran_utils.default__collect_freshness", "macro_sql": "{% macro default__collect_freshness(source, loaded_at_field, filter) %}\n {% call statement('collect_freshness', fetch_result=True, auto_begin=False) -%}\n\n {%- set enabled_array = [] -%}\n {% for node in graph.sources.values() %}\n {% if node.identifier == source.identifier %}\n {% if (node.meta['is_enabled'] | default(true)) %}\n {%- do enabled_array.append(1) -%}\n {% endif %}\n {% endif %}\n {% endfor %}\n {% set is_enabled = (enabled_array != []) %}\n\n select\n {% if is_enabled %}\n max({{ loaded_at_field }})\n {% else %} \n {{ current_timestamp() }} {% endif %} as max_loaded_at,\n {{ current_timestamp() }} as snapshotted_at\n\n {% if is_enabled %}\n from {{ source }}\n {% if filter %}\n where {{ filter }}\n {% endif %}\n {% endif %}\n\n {% endcall %}\n\n {% if dbt_version.split('.') | map('int') | list >= [1, 5, 0] %}\n {{ return(load_result('collect_freshness')) }}\n {% else %}\n {{ return(load_result('collect_freshness').table) }}\n {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.current_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.509582, "supported_languages": null}, "macro.fivetran_utils.timestamp_add": {"name": "timestamp_add", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_add.sql", "original_file_path": "macros/timestamp_add.sql", "unique_id": "macro.fivetran_utils.timestamp_add", "macro_sql": "{% macro timestamp_add(datepart, interval, from_timestamp) -%}\n\n{{ adapter.dispatch('timestamp_add', 'fivetran_utils') (datepart, interval, from_timestamp) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.postgres__timestamp_add"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.510328, "supported_languages": null}, "macro.fivetran_utils.default__timestamp_add": {"name": "default__timestamp_add", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_add.sql", "original_file_path": "macros/timestamp_add.sql", "unique_id": "macro.fivetran_utils.default__timestamp_add", "macro_sql": "{% macro default__timestamp_add(datepart, interval, from_timestamp) %}\n\n timestampadd(\n {{ datepart }},\n {{ interval }},\n {{ from_timestamp }}\n )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.510498, "supported_languages": null}, "macro.fivetran_utils.bigquery__timestamp_add": {"name": "bigquery__timestamp_add", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_add.sql", "original_file_path": "macros/timestamp_add.sql", "unique_id": "macro.fivetran_utils.bigquery__timestamp_add", "macro_sql": "{% macro bigquery__timestamp_add(datepart, interval, from_timestamp) %}\n\n timestamp_add({{ from_timestamp }}, interval {{ interval }} {{ datepart }})\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.5106618, "supported_languages": null}, "macro.fivetran_utils.redshift__timestamp_add": {"name": "redshift__timestamp_add", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_add.sql", "original_file_path": "macros/timestamp_add.sql", "unique_id": "macro.fivetran_utils.redshift__timestamp_add", "macro_sql": "{% macro redshift__timestamp_add(datepart, interval, from_timestamp) %}\n\n dateadd(\n {{ datepart }},\n {{ interval }},\n {{ from_timestamp }}\n )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.510829, "supported_languages": null}, "macro.fivetran_utils.postgres__timestamp_add": {"name": "postgres__timestamp_add", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_add.sql", "original_file_path": "macros/timestamp_add.sql", "unique_id": "macro.fivetran_utils.postgres__timestamp_add", "macro_sql": "{% macro postgres__timestamp_add(datepart, interval, from_timestamp) %}\n\n {{ from_timestamp }} + ((interval '1 {{ datepart }}') * ({{ interval }}))\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.5109918, "supported_languages": null}, "macro.fivetran_utils.spark__timestamp_add": {"name": "spark__timestamp_add", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_add.sql", "original_file_path": "macros/timestamp_add.sql", "unique_id": "macro.fivetran_utils.spark__timestamp_add", "macro_sql": "{% macro spark__timestamp_add(datepart, interval, from_timestamp) %}\n\n {{ dbt.dateadd(datepart, interval, from_timestamp) }}\n \n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.dateadd"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.511177, "supported_languages": null}, "macro.fivetran_utils.ceiling": {"name": "ceiling", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/ceiling.sql", "original_file_path": "macros/ceiling.sql", "unique_id": "macro.fivetran_utils.ceiling", "macro_sql": "{% macro ceiling(num) -%}\n\n{{ adapter.dispatch('ceiling', 'fivetran_utils') (num) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__ceiling"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.5114381, "supported_languages": null}, "macro.fivetran_utils.default__ceiling": {"name": "default__ceiling", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/ceiling.sql", "original_file_path": "macros/ceiling.sql", "unique_id": "macro.fivetran_utils.default__ceiling", "macro_sql": "{% macro default__ceiling(num) %}\n ceiling({{ num }})\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.5115469, "supported_languages": null}, "macro.fivetran_utils.snowflake__ceiling": {"name": "snowflake__ceiling", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/ceiling.sql", "original_file_path": "macros/ceiling.sql", "unique_id": "macro.fivetran_utils.snowflake__ceiling", "macro_sql": "{% macro snowflake__ceiling(num) %}\n ceil({{ num }})\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.5116532, "supported_languages": null}, "macro.fivetran_utils.remove_prefix_from_columns": {"name": "remove_prefix_from_columns", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/remove_prefix_from_columns.sql", "original_file_path": "macros/remove_prefix_from_columns.sql", "unique_id": "macro.fivetran_utils.remove_prefix_from_columns", "macro_sql": "{% macro remove_prefix_from_columns(columns, prefix='', exclude=[]) %}\n\n {%- for col in columns if col.name not in exclude -%}\n {%- if col.name[:prefix|length]|lower == prefix -%}\n {{ col.name }} as {{ col.name[prefix|length:] }}\n {%- else -%}\n {{ col.name }}\n {%- endif -%}\n {%- if not loop.last -%},{%- endif %}\n {% endfor -%}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.512316, "supported_languages": null}, "macro.fivetran_utils.fivetran_date_spine": {"name": "fivetran_date_spine", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/fivetran_date_spine.sql", "original_file_path": "macros/fivetran_date_spine.sql", "unique_id": "macro.fivetran_utils.fivetran_date_spine", "macro_sql": "{% macro fivetran_date_spine(datepart, start_date, end_date) -%}\n\n{{ return(adapter.dispatch('fivetran_date_spine', 'fivetran_utils') (datepart, start_date, end_date)) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__fivetran_date_spine"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.513747, "supported_languages": null}, "macro.fivetran_utils.default__fivetran_date_spine": {"name": "default__fivetran_date_spine", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/fivetran_date_spine.sql", "original_file_path": "macros/fivetran_date_spine.sql", "unique_id": "macro.fivetran_utils.default__fivetran_date_spine", "macro_sql": "{% macro default__fivetran_date_spine(datepart, start_date, end_date) %}\n\n {{ dbt_utils.date_spine(datepart, start_date, end_date) }}\n \n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.date_spine"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.513932, "supported_languages": null}, "macro.fivetran_utils.sqlserver__fivetran_date_spine": {"name": "sqlserver__fivetran_date_spine", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/fivetran_date_spine.sql", "original_file_path": "macros/fivetran_date_spine.sql", "unique_id": "macro.fivetran_utils.sqlserver__fivetran_date_spine", "macro_sql": "{% macro sqlserver__fivetran_date_spine(datepart, start_date, end_date) -%}\n\n {% set date_spine_query %}\n with\n\n l0 as (\n\n select c\n from (select 1 union all select 1) as d(c)\n\n ),\n l1 as (\n\n select\n 1 as c\n from l0 as a\n cross join l0 as b\n\n ),\n\n l2 as (\n\n select 1 as c\n from l1 as a\n cross join l1 as b\n ),\n\n l3 as (\n\n select 1 as c\n from l2 as a\n cross join l2 as b\n ),\n\n l4 as (\n\n select 1 as c\n from l3 as a\n cross join l3 as b\n ),\n\n l5 as (\n\n select 1 as c\n from l4 as a\n cross join l4 as b\n ),\n\n nums as (\n\n select row_number() over (order by (select null)) as rownum\n from l5\n ),\n\n rawdata as (\n\n select top ({{dbt.datediff(start_date, end_date, datepart)}}) rownum -1 as n\n from nums\n order by rownum\n ),\n\n all_periods as (\n\n select (\n {{\n dbt.dateadd(\n datepart,\n 'n',\n start_date\n )\n }}\n ) as date_{{datepart}}\n from rawdata\n ),\n\n filtered as (\n\n select *\n from all_periods\n where date_{{datepart}} <= {{ end_date }}\n\n )\n\n select * from filtered\n order by 1\n\n {% endset %}\n\n {% set results = run_query(date_spine_query) %}\n\n {% if execute %}\n\n {% set results_list = results.columns[0].values() %}\n \n {% else %}\n\n {% set results_list = [] %}\n\n {% endif %}\n\n {%- for date_field in results_list %}\n select cast('{{ date_field }}' as date) as date_{{datepart}} {{ 'union all ' if not loop.last else '' }}\n {% endfor -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.datediff", "macro.dbt.dateadd", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.514805, "supported_languages": null}, "macro.fivetran_utils.union_data": {"name": "union_data", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/union_data.sql", "original_file_path": "macros/union_data.sql", "unique_id": "macro.fivetran_utils.union_data", "macro_sql": "{%- macro union_data(table_identifier, database_variable, schema_variable, default_database, default_schema, default_variable, union_schema_variable='union_schemas', union_database_variable='union_databases') -%}\n\n{{ adapter.dispatch('union_data', 'fivetran_utils') (\n table_identifier, \n database_variable, \n schema_variable, \n default_database, \n default_schema, \n default_variable,\n union_schema_variable,\n union_database_variable\n ) }}\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.fivetran_utils.default__union_data"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.5184991, "supported_languages": null}, "macro.fivetran_utils.default__union_data": {"name": "default__union_data", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/union_data.sql", "original_file_path": "macros/union_data.sql", "unique_id": "macro.fivetran_utils.default__union_data", "macro_sql": "{%- macro default__union_data(\n table_identifier, \n database_variable, \n schema_variable, \n default_database, \n default_schema, \n default_variable,\n union_schema_variable,\n union_database_variable\n ) -%}\n\n{%- if var(union_schema_variable, none) -%}\n\n {%- set relations = [] -%}\n \n {%- if var(union_schema_variable) is string -%}\n {%- set trimmed = var(union_schema_variable)|trim('[')|trim(']') -%}\n {%- set schemas = trimmed.split(',')|map('trim',\" \")|map('trim','\"')|map('trim',\"'\") -%}\n {%- else -%}\n {%- set schemas = var(union_schema_variable) -%}\n {%- endif -%}\n\n {%- for schema in var(union_schema_variable) -%}\n {%- set relation=adapter.get_relation(\n database=source(schema, table_identifier).database if var('has_defined_sources', false) else var(database_variable, default_database),\n schema=source(schema, table_identifier).schema if var('has_defined_sources', false) else schema,\n identifier=source(schema, table_identifier).identifier if var('has_defined_sources', false) else table_identifier\n ) -%}\n \n {%- set relation_exists=relation is not none -%}\n\n {%- if relation_exists -%}\n {%- do relations.append(relation) -%}\n {%- endif -%}\n\n {%- endfor -%}\n \n {%- if relations != [] -%}\n {{ dbt_utils.union_relations(relations) }}\n {%- else -%}\n {% if execute and not var('fivetran__remove_empty_table_warnings', false) -%}\n {{ exceptions.warn(\"\\n\\nPlease be aware: The \" ~ table_identifier|upper ~ \" table was not found in your \" ~ default_schema|upper ~ \" schema(s). The Fivetran dbt package will create a completely empty \" ~ table_identifier|upper ~ \" staging model as to not break downstream transformations. To turn off these warnings, set the `fivetran__remove_empty_table_warnings` variable to TRUE (see https://github.com/fivetran/dbt_fivetran_utils/tree/releases/v0.4.latest#union_data-source for details).\\n\") }}\n {% endif -%}\n select \n cast(null as {{ dbt.type_string() }}) as _dbt_source_relation\n limit 0\n {%- endif -%}\n\n{%- elif var(union_database_variable, none) -%}\n\n {%- set relations = [] -%}\n\n {%- for database in var(union_database_variable) -%}\n {%- set relation=adapter.get_relation(\n database=source(schema, table_identifier).database if var('has_defined_sources', false) else database,\n schema=source(schema, table_identifier).schema if var('has_defined_sources', false) else var(schema_variable, default_schema),\n identifier=source(schema, table_identifier).identifier if var('has_defined_sources', false) else table_identifier\n ) -%}\n\n {%- set relation_exists=relation is not none -%}\n\n {%- if relation_exists -%}\n {%- do relations.append(relation) -%}\n {%- endif -%}\n\n {%- endfor -%}\n\n {%- if relations != [] -%}\n {{ dbt_utils.union_relations(relations) }}\n {%- else -%}\n {% if execute and not var('fivetran__remove_empty_table_warnings', false) -%}\n {{ exceptions.warn(\"\\n\\nPlease be aware: The \" ~ table_identifier|upper ~ \" table was not found in your \" ~ default_schema|upper ~ \" schema(s). The Fivetran dbt package will create a completely empty \" ~ table_identifier|upper ~ \" staging model as to not break downstream transformations. To turn off these warnings, set the `fivetran__remove_empty_table_warnings` variable to TRUE (see https://github.com/fivetran/dbt_fivetran_utils/tree/releases/v0.4.latest#union_data-source for details).\\n\") }}\n {% endif -%}\n select \n cast(null as {{ dbt.type_string() }}) as _dbt_source_relation\n limit 0\n {%- endif -%}\n\n{%- else -%}\n {% set exception_schemas = {\"linkedin_company_pages\": \"linkedin_pages\", \"instagram_business_pages\": \"instagram_business\"} %}\n {% set relation = namespace(value=\"\") %}\n {% if default_schema in exception_schemas.keys() %}\n {% for corrected_schema_name in exception_schemas.items() %} \n {% if default_schema in corrected_schema_name %}\n {# In order for this macro to effectively work within upstream integration tests (mainly used by the Fivetran dbt package maintainers), this identifier variable selection is required to use the macro with different identifier names. #}\n {% set identifier_var = corrected_schema_name[1] + \"_\" + table_identifier + \"_identifier\" %}\n {%- set relation.value=adapter.get_relation(\n database=source(corrected_schema_name[1], table_identifier).database,\n schema=source(corrected_schema_name[1], table_identifier).schema,\n identifier=var(identifier_var, table_identifier)\n ) -%}\n {% endif %}\n {% endfor %}\n {% else %}\n {# In order for this macro to effectively work within upstream integration tests (mainly used by the Fivetran dbt package maintainers), this identifier variable selection is required to use the macro with different identifier names. #}\n {% set identifier_var = default_schema + \"_\" + table_identifier + \"_identifier\" %}\n {# Unfortunately the Twitter Organic identifiers were misspelled. As such, we will need to account for this in the model. This will be adjusted in the Twitter Organic package, but to ensure backwards compatibility, this needs to be included. #}\n {% if var(identifier_var, none) is none %} \n {% set identifier_var = default_schema + \"_\" + table_identifier + \"_identifer\" %}\n {% endif %}\n {%- set relation.value=adapter.get_relation(\n database=source(default_schema, table_identifier).database,\n schema=source(default_schema, table_identifier).schema,\n identifier=var(identifier_var, table_identifier)\n ) -%}\n {% endif %}\n{%- set table_exists=relation.value is not none -%}\n\n{%- if table_exists -%}\n select * \n from {{ relation.value }}\n{%- else -%}\n {% if execute and not var('fivetran__remove_empty_table_warnings', false) -%}\n {{ exceptions.warn(\"\\n\\nPlease be aware: The \" ~ table_identifier|upper ~ \" table was not found in your \" ~ default_schema|upper ~ \" schema(s). The Fivetran dbt package will create a completely empty \" ~ table_identifier|upper ~ \" staging model as to not break downstream transformations. To turn off these warnings, set the `fivetran__remove_empty_table_warnings` variable to TRUE (see https://github.com/fivetran/dbt_fivetran_utils/tree/releases/v0.4.latest#union_data-source for details).\\n\") }}\n {% endif -%}\n select \n cast(null as {{ dbt.type_string() }}) as _dbt_source_relation\n limit 0\n{%- endif -%}\n{%- endif -%}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt_utils.union_relations", "macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.5233762, "supported_languages": null}, "macro.fivetran_utils.dummy_coalesce_value": {"name": "dummy_coalesce_value", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/dummy_coalesce_value.sql", "original_file_path": "macros/dummy_coalesce_value.sql", "unique_id": "macro.fivetran_utils.dummy_coalesce_value", "macro_sql": "{% macro dummy_coalesce_value(column) %}\n\n{% set coalesce_value = {\n 'STRING': \"'DUMMY_STRING'\",\n 'BOOLEAN': 'null',\n 'INT': 999999999,\n 'FLOAT': 999999999.99,\n 'TIMESTAMP': 'cast(\"2099-12-31\" as timestamp)',\n 'DATE': 'cast(\"2099-12-31\" as date)',\n} %}\n\n{% if column.is_float() %}\n{{ return(coalesce_value['FLOAT']) }}\n\n{% elif column.is_numeric() %}\n{{ return(coalesce_value['INT']) }}\n\n{% elif column.is_string() %}\n{{ return(coalesce_value['STRING']) }}\n\n{% elif column.data_type|lower == 'boolean' %}\n{{ return(coalesce_value['BOOLEAN']) }}\n\n{% elif 'timestamp' in column.data_type|lower %}\n{{ return(coalesce_value['TIMESTAMP']) }}\n\n{% elif 'date' in column.data_type|lower %}\n{{ return(coalesce_value['DATE']) }}\n\n{% elif 'int' in column.data_type|lower %}\n{{ return(coalesce_value['INT']) }}\n\n{% endif %}\n\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.5248902, "supported_languages": null}, "macro.fivetran_utils.extract_url_parameter": {"name": "extract_url_parameter", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/extract_url_parameter.sql", "original_file_path": "macros/extract_url_parameter.sql", "unique_id": "macro.fivetran_utils.extract_url_parameter", "macro_sql": "{% macro extract_url_parameter(field, url_parameter) -%}\n\n{{ adapter.dispatch('extract_url_parameter', 'fivetran_utils') (field, url_parameter) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__extract_url_parameter"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.525259, "supported_languages": null}, "macro.fivetran_utils.default__extract_url_parameter": {"name": "default__extract_url_parameter", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/extract_url_parameter.sql", "original_file_path": "macros/extract_url_parameter.sql", "unique_id": "macro.fivetran_utils.default__extract_url_parameter", "macro_sql": "{% macro default__extract_url_parameter(field, url_parameter) -%}\n\n{{ dbt_utils.get_url_parameter(field, url_parameter) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.get_url_parameter"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.525426, "supported_languages": null}, "macro.fivetran_utils.spark__extract_url_parameter": {"name": "spark__extract_url_parameter", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/extract_url_parameter.sql", "original_file_path": "macros/extract_url_parameter.sql", "unique_id": "macro.fivetran_utils.spark__extract_url_parameter", "macro_sql": "{% macro spark__extract_url_parameter(field, url_parameter) -%}\n\n{%- set formatted_url_parameter = \"'\" + url_parameter + \"=([^&]+)'\" -%}\nnullif(regexp_extract({{ field }}, {{ formatted_url_parameter }}, 1), '')\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.525644, "supported_languages": null}, "macro.fivetran_utils.wrap_in_quotes": {"name": "wrap_in_quotes", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/wrap_in_quotes.sql", "original_file_path": "macros/wrap_in_quotes.sql", "unique_id": "macro.fivetran_utils.wrap_in_quotes", "macro_sql": "{%- macro wrap_in_quotes(object_to_quote) -%}\n\n{{ return(adapter.dispatch('wrap_in_quotes', 'fivetran_utils')(object_to_quote)) }}\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.fivetran_utils.postgres__wrap_in_quotes"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.526003, "supported_languages": null}, "macro.fivetran_utils.default__wrap_in_quotes": {"name": "default__wrap_in_quotes", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/wrap_in_quotes.sql", "original_file_path": "macros/wrap_in_quotes.sql", "unique_id": "macro.fivetran_utils.default__wrap_in_quotes", "macro_sql": "{%- macro default__wrap_in_quotes(object_to_quote) -%}\n{# bigquery, spark, databricks #}\n `{{ object_to_quote }}`\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.526122, "supported_languages": null}, "macro.fivetran_utils.snowflake__wrap_in_quotes": {"name": "snowflake__wrap_in_quotes", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/wrap_in_quotes.sql", "original_file_path": "macros/wrap_in_quotes.sql", "unique_id": "macro.fivetran_utils.snowflake__wrap_in_quotes", "macro_sql": "{%- macro snowflake__wrap_in_quotes(object_to_quote) -%}\n \"{{ object_to_quote | upper }}\"\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.526243, "supported_languages": null}, "macro.fivetran_utils.redshift__wrap_in_quotes": {"name": "redshift__wrap_in_quotes", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/wrap_in_quotes.sql", "original_file_path": "macros/wrap_in_quotes.sql", "unique_id": "macro.fivetran_utils.redshift__wrap_in_quotes", "macro_sql": "{%- macro redshift__wrap_in_quotes(object_to_quote) -%}\n \"{{ object_to_quote }}\"\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.526352, "supported_languages": null}, "macro.fivetran_utils.postgres__wrap_in_quotes": {"name": "postgres__wrap_in_quotes", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/wrap_in_quotes.sql", "original_file_path": "macros/wrap_in_quotes.sql", "unique_id": "macro.fivetran_utils.postgres__wrap_in_quotes", "macro_sql": "{%- macro postgres__wrap_in_quotes(object_to_quote) -%}\n \"{{ object_to_quote }}\"\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.526458, "supported_languages": null}, "macro.fivetran_utils.array_agg": {"name": "array_agg", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/array_agg.sql", "original_file_path": "macros/array_agg.sql", "unique_id": "macro.fivetran_utils.array_agg", "macro_sql": "{% macro array_agg(field_to_agg) -%}\n\n{{ adapter.dispatch('array_agg', 'fivetran_utils') (field_to_agg) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__array_agg"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.526731, "supported_languages": null}, "macro.fivetran_utils.default__array_agg": {"name": "default__array_agg", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/array_agg.sql", "original_file_path": "macros/array_agg.sql", "unique_id": "macro.fivetran_utils.default__array_agg", "macro_sql": "{% macro default__array_agg(field_to_agg) %}\n array_agg({{ field_to_agg }})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.526839, "supported_languages": null}, "macro.fivetran_utils.redshift__array_agg": {"name": "redshift__array_agg", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/array_agg.sql", "original_file_path": "macros/array_agg.sql", "unique_id": "macro.fivetran_utils.redshift__array_agg", "macro_sql": "{% macro redshift__array_agg(field_to_agg) %}\n listagg({{ field_to_agg }}, ',')\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.526943, "supported_languages": null}, "macro.fivetran_utils.empty_variable_warning": {"name": "empty_variable_warning", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/empty_variable_warning.sql", "original_file_path": "macros/empty_variable_warning.sql", "unique_id": "macro.fivetran_utils.empty_variable_warning", "macro_sql": "{% macro empty_variable_warning(variable, downstream_model) %}\n\n{% if not var(variable) %}\n{{ log(\n \"\"\"\n Warning: You have passed an empty list to the \"\"\" ~ variable ~ \"\"\".\n As a result, you won't see the history of any columns in the \"\"\" ~ downstream_model ~ \"\"\" model.\n \"\"\",\n info=True\n) }}\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.527362, "supported_languages": null}, "macro.fivetran_utils.enabled_vars_one_true": {"name": "enabled_vars_one_true", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/enabled_vars_one_true.sql", "original_file_path": "macros/enabled_vars_one_true.sql", "unique_id": "macro.fivetran_utils.enabled_vars_one_true", "macro_sql": "{% macro enabled_vars_one_true(vars) %}\n\n{% for v in vars %}\n \n {% if var(v, False) == True %}\n {{ return(True) }}\n {% endif %}\n\n{% endfor %}\n\n{{ return(False) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.527777, "supported_languages": null}, "macro.fivetran_log.get_log_columns": {"name": "get_log_columns", "resource_type": "macro", "package_name": "fivetran_log", "path": "macros/get_log_columns.sql", "original_file_path": "macros/get_log_columns.sql", "unique_id": "macro.fivetran_log.get_log_columns", "macro_sql": "{% macro get_log_columns() %}\n\n{% set columns = [\n {\"name\": \"_fivetran_synced\", \"datatype\": dbt.type_timestamp()},\n {\"name\": \"connector_id\", \"datatype\": dbt.type_string()},\n {\"name\": \"event\", \"datatype\": dbt.type_string()},\n {\"name\": \"id\", \"datatype\": dbt.type_string()},\n {\"name\": \"message_data\", \"datatype\": dbt.type_string()},\n {\"name\": \"message_event\", \"datatype\": dbt.type_string()},\n {\"name\": \"sync_id\", \"datatype\": dbt.type_string()},\n {\"name\": \"time_stamp\", \"datatype\": dbt.type_timestamp()},\n {\"name\": \"transformation_id\", \"datatype\": dbt.type_string()}\n] %}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_timestamp", "macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.5289679, "supported_languages": null}, "macro.fivetran_log.get_connector_columns": {"name": "get_connector_columns", "resource_type": "macro", "package_name": "fivetran_log", "path": "macros/get_connector_columns.sql", "original_file_path": "macros/get_connector_columns.sql", "unique_id": "macro.fivetran_log.get_connector_columns", "macro_sql": "{% macro get_connector_columns() %}\n\n{% set columns = [\n {\"name\": \"_fivetran_deleted\", \"datatype\": dbt.type_boolean()},\n {\"name\": \"_fivetran_synced\", \"datatype\": dbt.type_timestamp()},\n {\"name\": \"connecting_user_id\", \"datatype\": dbt.type_string()},\n {\"name\": \"connector_id\", \"datatype\": dbt.type_string()},\n {\"name\": \"connector_name\", \"datatype\": dbt.type_string()},\n {\"name\": \"connector_type\", \"datatype\": dbt.type_string()},\n {\"name\": \"connector_type_id\", \"datatype\": dbt.type_string()},\n {\"name\": \"destination_id\", \"datatype\": dbt.type_string()},\n {\"name\": \"paused\", \"datatype\": dbt.type_boolean()},\n {\"name\": \"service_version\", \"datatype\": dbt.type_int()},\n {\"name\": \"signed_up\", \"datatype\": dbt.type_timestamp()}\n] %}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_boolean", "macro.dbt.type_timestamp", "macro.dbt.type_string", "macro.dbt.type_int"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.530315, "supported_languages": null}, "macro.fivetran_log.fivetran_log_json_parse": {"name": "fivetran_log_json_parse", "resource_type": "macro", "package_name": "fivetran_log", "path": "macros/fivetran_log_json_parse.sql", "original_file_path": "macros/fivetran_log_json_parse.sql", "unique_id": "macro.fivetran_log.fivetran_log_json_parse", "macro_sql": "{% macro fivetran_log_json_parse(string, string_path) -%}\n\n{{ adapter.dispatch('fivetran_log_json_parse', 'fivetran_log') (string, string_path) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_log.postgres__fivetran_log_json_parse"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.531391, "supported_languages": null}, "macro.fivetran_log.default__fivetran_log_json_parse": {"name": "default__fivetran_log_json_parse", "resource_type": "macro", "package_name": "fivetran_log", "path": "macros/fivetran_log_json_parse.sql", "original_file_path": "macros/fivetran_log_json_parse.sql", "unique_id": "macro.fivetran_log.default__fivetran_log_json_parse", "macro_sql": "{% macro default__fivetran_log_json_parse(string, string_path) %}\n\n {{ fivetran_utils.json_parse(string=string, string_path=string_path) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.json_parse"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.531573, "supported_languages": null}, "macro.fivetran_log.snowflake__fivetran_log_json_parse": {"name": "snowflake__fivetran_log_json_parse", "resource_type": "macro", "package_name": "fivetran_log", "path": "macros/fivetran_log_json_parse.sql", "original_file_path": "macros/fivetran_log_json_parse.sql", "unique_id": "macro.fivetran_log.snowflake__fivetran_log_json_parse", "macro_sql": "{% macro snowflake__fivetran_log_json_parse(string, string_path) %}\n\n try_parse_json({{ string }}) {%- for s in string_path -%}{% if s is number %}[{{ s }}]{% else %}['{{ s }}']{% endif %}{%- endfor -%}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.5318542, "supported_languages": null}, "macro.fivetran_log.redshift__fivetran_log_json_parse": {"name": "redshift__fivetran_log_json_parse", "resource_type": "macro", "package_name": "fivetran_log", "path": "macros/fivetran_log_json_parse.sql", "original_file_path": "macros/fivetran_log_json_parse.sql", "unique_id": "macro.fivetran_log.redshift__fivetran_log_json_parse", "macro_sql": "{% macro redshift__fivetran_log_json_parse(string, string_path) %}\n\n json_extract_path_text(\n {{ string }}, \n {%- for s in string_path -%}'{{ s }}'{%- if not loop.last -%},{%- endif -%}{%- endfor -%}, \n true ) -- this flag sets null_if_invalid=true\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.5321221, "supported_languages": null}, "macro.fivetran_log.postgres__fivetran_log_json_parse": {"name": "postgres__fivetran_log_json_parse", "resource_type": "macro", "package_name": "fivetran_log", "path": "macros/fivetran_log_json_parse.sql", "original_file_path": "macros/fivetran_log_json_parse.sql", "unique_id": "macro.fivetran_log.postgres__fivetran_log_json_parse", "macro_sql": "{% macro postgres__fivetran_log_json_parse(string, string_path) %}\n\n case when {{ string }} ~ '^\\s*[\\{].*[\\}]?\\s*$' -- Postgres has no native json check, so this will check the string for indicators of a JSON object\n then {{ string }}::jsonb #>> '{ {%- for s in string_path -%}{{ s }}{%- if not loop.last -%},{%- endif -%}{%- endfor -%} }'\n else null end\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.5324008, "supported_languages": null}, "macro.fivetran_log.sqlserver__fivetran_log_json_parse": {"name": "sqlserver__fivetran_log_json_parse", "resource_type": "macro", "package_name": "fivetran_log", "path": "macros/fivetran_log_json_parse.sql", "original_file_path": "macros/fivetran_log_json_parse.sql", "unique_id": "macro.fivetran_log.sqlserver__fivetran_log_json_parse", "macro_sql": "{% macro sqlserver__fivetran_log_json_parse(string, string_path) %}\n\n case when isjson({{ string }}) = 1 -- check if json string is valid\n then json_value({{ string }}, '$.{%- for s in string_path -%}{{ s }}{%- if not loop.last -%}.{%- endif -%}{%- endfor -%} ')\n else null end\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.532678, "supported_languages": null}, "macro.fivetran_log.fivetran_log_lookback": {"name": "fivetran_log_lookback", "resource_type": "macro", "package_name": "fivetran_log", "path": "macros/fivetran_log_lookback.sql", "original_file_path": "macros/fivetran_log_lookback.sql", "unique_id": "macro.fivetran_log.fivetran_log_lookback", "macro_sql": "{% macro fivetran_log_lookback(from_date, datepart='day', interval=7, safety_date='2010-01-01') %}\n\n{{ adapter.dispatch('fivetran_log_lookback', 'fivetran_log') (from_date, datepart='day', interval=7, safety_date='2010-01-01') }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_log.default__fivetran_log_lookback"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.533206, "supported_languages": null}, "macro.fivetran_log.default__fivetran_log_lookback": {"name": "default__fivetran_log_lookback", "resource_type": "macro", "package_name": "fivetran_log", "path": "macros/fivetran_log_lookback.sql", "original_file_path": "macros/fivetran_log_lookback.sql", "unique_id": "macro.fivetran_log.default__fivetran_log_lookback", "macro_sql": "{% macro default__fivetran_log_lookback(from_date, datepart='day', interval=7, safety_date='2010-01-01') %}\n\n {% set sql_statement %}\n select coalesce({{ from_date }}, {{ \"'\" ~ safety_date ~ \"'\" }})\n from {{ this }}\n {%- endset -%}\n\n {%- set result = dbt_utils.get_single_value(sql_statement) %}\n\n {{ dbt.dateadd(datepart=datepart, interval=-interval, from_date_or_timestamp=\"cast('\" ~ result ~ \"' as date)\") }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.get_single_value", "macro.dbt.dateadd"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.533704, "supported_languages": null}, "macro.fivetran_log.does_table_exist": {"name": "does_table_exist", "resource_type": "macro", "package_name": "fivetran_log", "path": "macros/does_table_exist.sql", "original_file_path": "macros/does_table_exist.sql", "unique_id": "macro.fivetran_log.does_table_exist", "macro_sql": "{%- macro does_table_exist(table_name) -%}\n {%- if execute -%} -- returns true when dbt is in execute mode\n {%- set ns = namespace(has_table=false) -%} -- declare boolean namespace and default value \n {%- for node in graph.sources.values() -%} -- grab sources from the dictionary of nodes \n -- call the database for the matching table\n {%- if node.name | lower == table_name | lower -%} \n {%- set source_relation = adapter.get_relation(\n database=node.database,\n schema=node.schema,\n identifier=node.identifier ) -%} \n {% endif %}\n {%- if source_relation == None -%} \n {{ return(False) }} -- return false if relation identified by the database.schema.identifier does not exist for the given table name\n {% endif %}\n {%- endfor -%}\n {{ return(True) }}\n {%- endif -%} \n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.5347, "supported_languages": null}, "macro.fivetran_log.is_databricks_sql_warehouse": {"name": "is_databricks_sql_warehouse", "resource_type": "macro", "package_name": "fivetran_log", "path": "macros/is_databricks_sql_warehouse.sql", "original_file_path": "macros/is_databricks_sql_warehouse.sql", "unique_id": "macro.fivetran_log.is_databricks_sql_warehouse", "macro_sql": "{% macro is_databricks_sql_warehouse(target) %}\n {% if target.type in ('databricks') %}\n {% set re = modules.re %}\n {% set path_match = target.http_path %}\n {% set regex_pattern = \"sql/.+/warehouses/\" %}\n {% set match_result = re.search(regex_pattern, path_match) %}\n {% if match_result %}\n {{ return(True) }}\n {% else %}\n {{ return(False) }}\n {% endif %}\n {% else %}\n {{ return(False) }}\n {% endif %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1715413884.53552, "supported_languages": null}}, "docs": {"doc.dbt.__overview__": {"name": "__overview__", "resource_type": "doc", "package_name": "dbt", "path": "overview.md", "original_file_path": "docs/overview.md", "unique_id": "doc.dbt.__overview__", "block_contents": "### Welcome!\n\nWelcome to the auto-generated documentation for your dbt project!\n\n### Navigation\n\nYou can use the `Project` and `Database` navigation tabs on the left side of the window to explore the models\nin your project.\n\n#### Project Tab\nThe `Project` tab mirrors the directory structure of your dbt project. In this tab, you can see all of the\nmodels defined in your dbt project, as well as models imported from dbt packages.\n\n#### Database Tab\nThe `Database` tab also exposes your models, but in a format that looks more like a database explorer. This view\nshows relations (tables and views) grouped into database schemas. Note that ephemeral models are _not_ shown\nin this interface, as they do not exist in the database.\n\n### Graph Exploration\nYou can click the blue icon on the bottom-right corner of the page to view the lineage graph of your models.\n\nOn model pages, you'll see the immediate parents and children of the model you're exploring. By clicking the `Expand`\nbutton at the top-right of this lineage pane, you'll be able to see all of the models that are used to build,\nor are built from, the model you're exploring.\n\nOnce expanded, you'll be able to use the `--select` and `--exclude` model selection syntax to filter the\nmodels in the graph. For more information on model selection, check out the [dbt docs](https://docs.getdbt.com/docs/model-selection-syntax).\n\nNote that you can also right-click on models to interactively filter and explore the graph.\n\n---\n\n### More information\n\n- [What is dbt](https://docs.getdbt.com/docs/introduction)?\n- Read the [dbt viewpoint](https://docs.getdbt.com/docs/viewpoint)\n- [Installation](https://docs.getdbt.com/docs/installation)\n- Join the [dbt Community](https://www.getdbt.com/community/) for questions and discussion"}}, "exposures": {}, "metrics": {}, "groups": {}, "selectors": {}, "disabled": {}, "parent_map": {"seed.fivetran_log_integration_tests.log": [], "seed.fivetran_log_integration_tests.destination_membership": [], "seed.fivetran_log_integration_tests.credits_used": [], "seed.fivetran_log_integration_tests.destination": [], "seed.fivetran_log_integration_tests.connector": [], "seed.fivetran_log_integration_tests.user": [], "seed.fivetran_log_integration_tests.account": [], "seed.fivetran_log_integration_tests.usage_cost": [], "seed.fivetran_log_integration_tests.incremental_mar": [], "model.fivetran_log.fivetran_platform__schema_changelog": ["model.fivetran_log.fivetran_platform__connector_status", "model.fivetran_log.stg_fivetran_platform__log"], "model.fivetran_log.fivetran_platform__connector_daily_events": ["model.fivetran_log.fivetran_platform__connector_status", "model.fivetran_log.stg_fivetran_platform__log", "source.fivetran_log.fivetran_platform.connector"], "model.fivetran_log.fivetran_platform__audit_user_activity": ["model.fivetran_log.stg_fivetran_platform__connector", "model.fivetran_log.stg_fivetran_platform__destination", "model.fivetran_log.stg_fivetran_platform__destination_membership", "model.fivetran_log.stg_fivetran_platform__log", "model.fivetran_log.stg_fivetran_platform__user"], "model.fivetran_log.fivetran_platform__connector_status": ["model.fivetran_log.stg_fivetran_platform__connector", "model.fivetran_log.stg_fivetran_platform__destination", "model.fivetran_log.stg_fivetran_platform__log"], "model.fivetran_log.fivetran_platform__usage_mar_destination_history": ["model.fivetran_log.fivetran_platform__mar_table_history", "model.fivetran_log.stg_fivetran_platform__credits_used", "model.fivetran_log.stg_fivetran_platform__usage_cost"], "model.fivetran_log.fivetran_platform__audit_table": ["model.fivetran_log.fivetran_platform__connector_status", "model.fivetran_log.stg_fivetran_platform__log"], "model.fivetran_log.fivetran_platform__mar_table_history": ["model.fivetran_log.stg_fivetran_platform__connector", "model.fivetran_log.stg_fivetran_platform__destination", "model.fivetran_log.stg_fivetran_platform__incremental_mar"], "model.fivetran_log.stg_fivetran_platform__user": ["source.fivetran_log.fivetran_platform.user"], "model.fivetran_log.stg_fivetran_platform__destination_membership": ["source.fivetran_log.fivetran_platform.destination_membership"], 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{"seed.fivetran_log_integration_tests.log": [], "seed.fivetran_log_integration_tests.destination_membership": [], "seed.fivetran_log_integration_tests.credits_used": [], "seed.fivetran_log_integration_tests.destination": [], "seed.fivetran_log_integration_tests.connector": [], "seed.fivetran_log_integration_tests.user": [], "seed.fivetran_log_integration_tests.account": [], "seed.fivetran_log_integration_tests.usage_cost": [], "seed.fivetran_log_integration_tests.incremental_mar": [], "model.fivetran_log.fivetran_platform__schema_changelog": ["test.fivetran_log.dbt_utils_unique_combination_of_columns_fivetran_platform__schema_changelog_connector_id__destination_id__message_data__created_at.cc39f64493"], "model.fivetran_log.fivetran_platform__connector_daily_events": ["test.fivetran_log.dbt_utils_unique_combination_of_columns_fivetran_platform__connector_daily_events_connector_id__destination_id__date_day.a279340e8f"], "model.fivetran_log.fivetran_platform__audit_user_activity": 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["model.fivetran_log.fivetran_platform__connector_daily_events", "model.fivetran_log.stg_fivetran_platform__connector_tmp"], "source.fivetran_log.fivetran_platform.credits_used": [], "source.fivetran_log.fivetran_platform.usage_cost": [], "source.fivetran_log.fivetran_platform.destination": ["model.fivetran_log.stg_fivetran_platform__destination"], "source.fivetran_log.fivetran_platform.log": ["model.fivetran_log.stg_fivetran_platform__log_tmp"], "source.fivetran_log.fivetran_platform.account": ["model.fivetran_log.stg_fivetran_platform__account"], "source.fivetran_log.fivetran_platform.destination_membership": ["model.fivetran_log.stg_fivetran_platform__destination_membership"], "source.fivetran_log.fivetran_platform.user": ["model.fivetran_log.stg_fivetran_platform__user"]}, "group_map": {}, "saved_queries": {}, "semantic_models": {}} \ No newline at end of file diff --git a/docs/run_results.json b/docs/run_results.json index c004754d..cf9ff23a 100644 --- a/docs/run_results.json +++ b/docs/run_results.json @@ -1 +1 @@ -{"metadata": {"dbt_schema_version": "https://schemas.getdbt.com/dbt/run-results/v5.json", "dbt_version": "1.7.11", "generated_at": "2024-04-09T12:59:42.339243Z", "invocation_id": "f04871aa-6955-4036-a483-e33cdaf886e3", "env": {}}, "results": [{"status": "success", "timing": [{"name": "compile", "started_at": "2024-04-09T12:59:41.492937Z", "completed_at": "2024-04-09T12:59:41.509675Z"}, {"name": "execute", "started_at": "2024-04-09T12:59:41.511533Z", "completed_at": "2024-04-09T12:59:41.511548Z"}], "thread_id": "Thread-1 (worker)", "execution_time": 0.02241992950439453, "adapter_response": {}, "message": null, "failures": null, "unique_id": "model.fivetran_log.stg_fivetran_platform__account", "compiled": true, "compiled_code": "with base as (\n \n select * \n from \"postgres\".\"platform_testing_schema\".\"account\"\n),\n\nfields as (\n\n select\n id as account_id,\n country,\n cast(created_at as timestamp) as created_at,\n name as account_name,\n status\n from base\n)\n\nselect * \nfrom fields", "relation_name": "\"postgres\".\"platform_testing_schema_fivetran_platform\".\"stg_fivetran_platform__account\""}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-04-09T12:59:41.497682Z", "completed_at": "2024-04-09T12:59:41.510113Z"}, {"name": "execute", "started_at": "2024-04-09T12:59:41.512051Z", "completed_at": "2024-04-09T12:59:41.512055Z"}], "thread_id": "Thread-2 (worker)", "execution_time": 0.022425174713134766, "adapter_response": {}, "message": null, "failures": null, "unique_id": "model.fivetran_log.stg_fivetran_platform__connector_tmp", "compiled": true, "compiled_code": "select *\nfrom \"postgres\".\"platform_testing_schema\".\"connector\"", "relation_name": "\"postgres\".\"platform_testing_schema_fivetran_platform\".\"stg_fivetran_platform__connector_tmp\""}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-04-09T12:59:41.500095Z", "completed_at": "2024-04-09T12:59:41.510735Z"}, {"name": "execute", "started_at": "2024-04-09T12:59:41.513270Z", "completed_at": "2024-04-09T12:59:41.513275Z"}], "thread_id": "Thread-3 (worker)", "execution_time": 0.022943973541259766, "adapter_response": {}, "message": null, "failures": null, "unique_id": "model.fivetran_log.stg_fivetran_platform__credits_used", "compiled": true, "compiled_code": "\n\nwith base as (\n\n select * \n from \"postgres\".\"platform_testing_schema\".\"credits_used\"\n),\n\nfields as (\n \n select \n destination_id,\n measured_month,\n credits_consumed as credits_spent\n from base\n)\n\nselect * \nfrom fields\n\n", "relation_name": "\"postgres\".\"platform_testing_schema_fivetran_platform\".\"stg_fivetran_platform__credits_used\""}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-04-09T12:59:41.506796Z", "completed_at": "2024-04-09T12:59:41.511258Z"}, {"name": "execute", "started_at": "2024-04-09T12:59:41.514120Z", "completed_at": "2024-04-09T12:59:41.514125Z"}], "thread_id": "Thread-4 (worker)", "execution_time": 0.023468017578125, "adapter_response": {}, "message": null, "failures": null, "unique_id": "model.fivetran_log.stg_fivetran_platform__destination", "compiled": true, "compiled_code": "with base as (\n\n select * \n from \"postgres\".\"platform_testing_schema\".\"destination\"\n),\n\nfields as (\n\n select\n id as destination_id,\n account_id,\n cast(created_at as timestamp) as created_at,\n name as destination_name,\n region\n from base\n)\n\nselect * \nfrom fields", "relation_name": "\"postgres\".\"platform_testing_schema_fivetran_platform\".\"stg_fivetran_platform__destination\""}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-04-09T12:59:41.518900Z", "completed_at": "2024-04-09T12:59:41.532750Z"}, {"name": "execute", "started_at": "2024-04-09T12:59:41.534749Z", "completed_at": "2024-04-09T12:59:41.534755Z"}], "thread_id": "Thread-1 (worker)", "execution_time": 0.019913911819458008, "adapter_response": {}, "message": null, "failures": null, "unique_id": "model.fivetran_log.stg_fivetran_platform__destination_membership", "compiled": true, "compiled_code": "\n\nwith base as (\n \n select * from \"postgres\".\"platform_testing_schema\".\"destination_membership\"\n),\n\nfields as (\n\n select\n destination_id,\n user_id,\n cast(activated_at as timestamp) as activated_at,\n cast(joined_at as timestamp) as joined_at,\n role as destination_role\n from base\n)\n\nselect * \nfrom fields", "relation_name": "\"postgres\".\"platform_testing_schema_fivetran_platform\".\"stg_fivetran_platform__destination_membership\""}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-04-09T12:59:41.522725Z", "completed_at": "2024-04-09T12:59:41.533149Z"}, {"name": "execute", "started_at": "2024-04-09T12:59:41.535056Z", "completed_at": "2024-04-09T12:59:41.535059Z"}], "thread_id": "Thread-2 (worker)", "execution_time": 0.019767045974731445, "adapter_response": {}, "message": null, "failures": null, "unique_id": "model.fivetran_log.stg_fivetran_platform__incremental_mar", "compiled": true, "compiled_code": "with base as (\n\n select * \n from \"postgres\".\"platform_testing_schema\".\"incremental_mar\"\n),\n\nfields as (\n\n select\n connector_id as connector_name,\n destination_id,\n free_type,\n cast(measured_date as timestamp) as measured_date,\n schema_name,\n sync_type,\n table_name,\n updated_at,\n _fivetran_synced,\n incremental_rows\n from base\n)\n\nselect * \nfrom fields", "relation_name": "\"postgres\".\"platform_testing_schema_fivetran_platform\".\"stg_fivetran_platform__incremental_mar\""}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-04-09T12:59:41.525767Z", "completed_at": "2024-04-09T12:59:41.533501Z"}, {"name": "execute", "started_at": "2024-04-09T12:59:41.535573Z", "completed_at": "2024-04-09T12:59:41.535576Z"}], "thread_id": "Thread-3 (worker)", "execution_time": 0.019659042358398438, "adapter_response": {}, "message": null, "failures": null, "unique_id": "model.fivetran_log.stg_fivetran_platform__log_tmp", "compiled": true, "compiled_code": "select *\nfrom \"postgres\".\"platform_testing_schema\".\"log\"", "relation_name": "\"postgres\".\"platform_testing_schema_fivetran_platform\".\"stg_fivetran_platform__log_tmp\""}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-04-09T12:59:41.529234Z", "completed_at": "2024-04-09T12:59:41.534228Z"}, {"name": "execute", "started_at": "2024-04-09T12:59:41.536949Z", "completed_at": "2024-04-09T12:59:41.536953Z"}], "thread_id": "Thread-4 (worker)", "execution_time": 0.02005290985107422, "adapter_response": {}, "message": null, "failures": null, "unique_id": "model.fivetran_log.stg_fivetran_platform__usage_cost", "compiled": true, "compiled_code": "\nwith base as (\n\n select * \n from \"postgres\".\"platform_testing_schema\".\"usage_cost\"\n),\n\nfields as (\n \n select \n destination_id,\n measured_month,\n amount as dollars_spent\n from base\n)\n\nselect * \nfrom fields\n\n", "relation_name": "\"postgres\".\"platform_testing_schema_fivetran_platform\".\"stg_fivetran_platform__usage_cost\""}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-04-09T12:59:41.544954Z", "completed_at": "2024-04-09T12:59:41.546078Z"}, {"name": "execute", "started_at": "2024-04-09T12:59:41.550541Z", "completed_at": "2024-04-09T12:59:41.550548Z"}], "thread_id": "Thread-2 (worker)", "execution_time": 0.012129068374633789, "adapter_response": {}, "message": null, "failures": null, "unique_id": "seed.fivetran_log_integration_tests.account", "compiled": null, "compiled_code": null, "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-04-09T12:59:41.546624Z", "completed_at": "2024-04-09T12:59:41.547646Z"}, {"name": "execute", "started_at": "2024-04-09T12:59:41.551274Z", "completed_at": "2024-04-09T12:59:41.551277Z"}], "thread_id": "Thread-3 (worker)", "execution_time": 0.012418031692504883, "adapter_response": {}, "message": null, "failures": null, "unique_id": "seed.fivetran_log_integration_tests.connector", "compiled": null, "compiled_code": null, "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-04-09T12:59:41.548250Z", "completed_at": "2024-04-09T12:59:41.549981Z"}, {"name": "execute", "started_at": "2024-04-09T12:59:41.552033Z", "completed_at": "2024-04-09T12:59:41.552036Z"}], "thread_id": "Thread-4 (worker)", "execution_time": 0.012455940246582031, "adapter_response": {}, "message": null, "failures": null, "unique_id": "seed.fivetran_log_integration_tests.credits_used", "compiled": null, "compiled_code": null, "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-04-09T12:59:41.541604Z", "completed_at": "2024-04-09T12:59:41.551020Z"}, {"name": "execute", "started_at": "2024-04-09T12:59:41.553835Z", "completed_at": "2024-04-09T12:59:41.553840Z"}], "thread_id": "Thread-1 (worker)", "execution_time": 0.01614093780517578, "adapter_response": {}, "message": null, "failures": null, "unique_id": "model.fivetran_log.stg_fivetran_platform__user", "compiled": true, "compiled_code": "\n\nwith base as (\n\n select * \n from \"postgres\".\"platform_testing_schema\".\"user\"\n),\n\nfields as (\n\n select\n id as user_id,\n cast(created_at as timestamp) as created_at,\n email,\n email_disabled as has_disabled_email_notifications,\n family_name as last_name,\n given_name as first_name,\n phone,\n verified as is_verified\n from base\n)\n\nselect * \nfrom fields", "relation_name": "\"postgres\".\"platform_testing_schema_fivetran_platform\".\"stg_fivetran_platform__user\""}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-04-09T12:59:41.557557Z", "completed_at": "2024-04-09T12:59:41.559176Z"}, {"name": "execute", "started_at": "2024-04-09T12:59:41.564622Z", "completed_at": "2024-04-09T12:59:41.564632Z"}], "thread_id": "Thread-2 (worker)", "execution_time": 0.01274418830871582, "adapter_response": {}, "message": null, "failures": null, "unique_id": "seed.fivetran_log_integration_tests.destination", "compiled": null, "compiled_code": null, "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-04-09T12:59:41.560374Z", "completed_at": "2024-04-09T12:59:41.561645Z"}, {"name": "execute", "started_at": "2024-04-09T12:59:41.566629Z", "completed_at": "2024-04-09T12:59:41.566637Z"}], "thread_id": "Thread-3 (worker)", "execution_time": 0.012583255767822266, "adapter_response": {}, "message": null, "failures": null, "unique_id": "seed.fivetran_log_integration_tests.destination_membership", "compiled": null, "compiled_code": null, "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-04-09T12:59:41.562451Z", "completed_at": "2024-04-09T12:59:41.563666Z"}, {"name": "execute", "started_at": "2024-04-09T12:59:41.567537Z", "completed_at": "2024-04-09T12:59:41.567540Z"}], "thread_id": "Thread-4 (worker)", "execution_time": 0.012780904769897461, "adapter_response": {}, "message": null, "failures": null, "unique_id": "seed.fivetran_log_integration_tests.incremental_mar", "compiled": null, "compiled_code": null, "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-04-09T12:59:41.565226Z", "completed_at": "2024-04-09T12:59:41.566324Z"}, {"name": "execute", "started_at": "2024-04-09T12:59:41.569333Z", "completed_at": "2024-04-09T12:59:41.569336Z"}], "thread_id": "Thread-1 (worker)", "execution_time": 0.010848045349121094, "adapter_response": {}, "message": null, "failures": null, "unique_id": "seed.fivetran_log_integration_tests.log", "compiled": null, "compiled_code": null, "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-04-09T12:59:41.572564Z", "completed_at": "2024-04-09T12:59:41.574662Z"}, {"name": "execute", "started_at": "2024-04-09T12:59:41.585043Z", "completed_at": "2024-04-09T12:59:41.585054Z"}], "thread_id": "Thread-2 (worker)", "execution_time": 0.020313024520874023, "adapter_response": {}, "message": null, "failures": null, "unique_id": "seed.fivetran_log_integration_tests.usage_cost", "compiled": null, "compiled_code": null, "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-04-09T12:59:41.575777Z", "completed_at": "2024-04-09T12:59:41.576971Z"}, {"name": "execute", "started_at": "2024-04-09T12:59:41.589700Z", "completed_at": "2024-04-09T12:59:41.589708Z"}], "thread_id": "Thread-3 (worker)", "execution_time": 0.019903898239135742, "adapter_response": {}, "message": null, "failures": null, "unique_id": "seed.fivetran_log_integration_tests.user", "compiled": null, "compiled_code": null, "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-04-09T12:59:41.577560Z", "completed_at": "2024-04-09T12:59:41.590527Z"}, {"name": "execute", "started_at": "2024-04-09T12:59:41.593121Z", "completed_at": "2024-04-09T12:59:41.593126Z"}], "thread_id": "Thread-4 (worker)", "execution_time": 0.022819042205810547, "adapter_response": {}, "message": null, "failures": null, "unique_id": "test.fivetran_log.not_null_stg_fivetran_platform__account_account_id.d09ebf1a1e", "compiled": true, "compiled_code": "\n \n \n\n\n\nselect account_id\nfrom \"postgres\".\"platform_testing_schema_fivetran_platform\".\"stg_fivetran_platform__account\"\nwhere account_id is null\n\n\n", "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-04-09T12:59:41.585405Z", "completed_at": "2024-04-09T12:59:41.591624Z"}, {"name": "execute", "started_at": "2024-04-09T12:59:41.594030Z", "completed_at": "2024-04-09T12:59:41.594035Z"}], "thread_id": "Thread-1 (worker)", "execution_time": 0.027248859405517578, "adapter_response": {}, "message": null, "failures": null, "unique_id": "test.fivetran_log.unique_stg_fivetran_platform__account_account_id.114e181adc", "compiled": true, "compiled_code": "\n \n \n\nselect\n account_id as unique_field,\n count(*) as n_records\n\nfrom \"postgres\".\"platform_testing_schema_fivetran_platform\".\"stg_fivetran_platform__account\"\nwhere account_id is not null\ngroup by account_id\nhaving count(*) > 1\n\n\n", "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-04-09T12:59:41.603350Z", "completed_at": "2024-04-09T12:59:41.611562Z"}, {"name": "execute", "started_at": "2024-04-09T12:59:41.618195Z", "completed_at": "2024-04-09T12:59:41.618207Z"}], "thread_id": "Thread-3 (worker)", "execution_time": 0.02552485466003418, "adapter_response": {}, "message": null, "failures": null, "unique_id": "test.fivetran_log.dbt_utils_unique_combination_of_columns_stg_fivetran_platform__credits_used_measured_month__destination_id.bea8f20c38", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n measured_month, destination_id\n from \"postgres\".\"platform_testing_schema_fivetran_platform\".\"stg_fivetran_platform__credits_used\"\n group by measured_month, destination_id\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-04-09T12:59:41.612130Z", "completed_at": "2024-04-09T12:59:41.619336Z"}, {"name": "execute", "started_at": "2024-04-09T12:59:41.621958Z", "completed_at": "2024-04-09T12:59:41.621965Z"}], "thread_id": "Thread-4 (worker)", "execution_time": 0.012883901596069336, "adapter_response": {}, "message": null, "failures": null, "unique_id": "test.fivetran_log.not_null_stg_fivetran_platform__destination_destination_id.0cdbe6b780", "compiled": true, "compiled_code": "\n \n \n\n\n\nselect destination_id\nfrom \"postgres\".\"platform_testing_schema_fivetran_platform\".\"stg_fivetran_platform__destination\"\nwhere destination_id is null\n\n\n", "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-04-09T12:59:41.615411Z", "completed_at": "2024-04-09T12:59:41.621240Z"}, {"name": "execute", "started_at": "2024-04-09T12:59:41.623294Z", "completed_at": "2024-04-09T12:59:41.623298Z"}], "thread_id": "Thread-1 (worker)", "execution_time": 0.016688108444213867, "adapter_response": {}, "message": null, "failures": null, "unique_id": "test.fivetran_log.unique_stg_fivetran_platform__destination_destination_id.582a1280ed", "compiled": true, "compiled_code": "\n \n \n\nselect\n destination_id as unique_field,\n count(*) as n_records\n\nfrom \"postgres\".\"platform_testing_schema_fivetran_platform\".\"stg_fivetran_platform__destination\"\nwhere destination_id is not null\ngroup by destination_id\nhaving count(*) > 1\n\n\n", "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-04-09T12:59:41.623603Z", "completed_at": "2024-04-09T12:59:41.628803Z"}, {"name": "execute", "started_at": "2024-04-09T12:59:41.634397Z", "completed_at": "2024-04-09T12:59:41.634405Z"}], "thread_id": "Thread-3 (worker)", "execution_time": 0.016505002975463867, "adapter_response": {}, "message": null, "failures": null, "unique_id": "test.fivetran_log.dbt_utils_unique_combination_of_columns_stg_fivetran_platform__destination_membership_destination_id__user_id.82ac27c35a", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n destination_id, user_id\n from \"postgres\".\"platform_testing_schema_fivetran_platform\".\"stg_fivetran_platform__destination_membership\"\n group by destination_id, user_id\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-04-09T12:59:41.634683Z", "completed_at": "2024-04-09T12:59:41.639278Z"}, {"name": "execute", "started_at": "2024-04-09T12:59:41.643849Z", "completed_at": "2024-04-09T12:59:41.643858Z"}], "thread_id": "Thread-1 (worker)", "execution_time": 0.015300273895263672, "adapter_response": {}, "message": null, "failures": null, "unique_id": "test.fivetran_log.dbt_utils_unique_combination_of_columns_stg_fivetran_platform__usage_cost_measured_month__destination_id.d6d997525f", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n measured_month, destination_id\n from \"postgres\".\"platform_testing_schema_fivetran_platform\".\"stg_fivetran_platform__usage_cost\"\n group by measured_month, destination_id\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-04-09T12:59:41.640086Z", "completed_at": "2024-04-09T12:59:41.645040Z"}, {"name": "execute", "started_at": "2024-04-09T12:59:41.646244Z", "completed_at": "2024-04-09T12:59:41.646248Z"}], "thread_id": "Thread-3 (worker)", "execution_time": 0.010789871215820312, "adapter_response": {}, "message": null, "failures": null, "unique_id": "test.fivetran_log.not_null_stg_fivetran_platform__user_user_id.eb17e92ff0", "compiled": true, "compiled_code": "\n \n \n\n\n\nselect user_id\nfrom \"postgres\".\"platform_testing_schema_fivetran_platform\".\"stg_fivetran_platform__user\"\nwhere user_id is null\n\n\n", "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-04-09T12:59:41.646527Z", "completed_at": "2024-04-09T12:59:41.650399Z"}, {"name": "execute", "started_at": "2024-04-09T12:59:41.650923Z", "completed_at": "2024-04-09T12:59:41.650928Z"}], "thread_id": "Thread-1 (worker)", "execution_time": 0.006025791168212891, "adapter_response": {}, "message": null, "failures": null, "unique_id": "test.fivetran_log.unique_stg_fivetran_platform__user_user_id.86a1a3afb9", "compiled": true, "compiled_code": "\n \n \n\nselect\n user_id as unique_field,\n count(*) as n_records\n\nfrom \"postgres\".\"platform_testing_schema_fivetran_platform\".\"stg_fivetran_platform__user\"\nwhere user_id is not null\ngroup by user_id\nhaving count(*) > 1\n\n\n", "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-04-09T12:59:41.595091Z", "completed_at": "2024-04-09T12:59:41.861003Z"}, {"name": "execute", "started_at": "2024-04-09T12:59:41.861595Z", "completed_at": "2024-04-09T12:59:41.861601Z"}], "thread_id": "Thread-2 (worker)", "execution_time": 0.29414868354797363, "adapter_response": {}, "message": null, "failures": null, "unique_id": "model.fivetran_log.stg_fivetran_platform__connector", "compiled": true, "compiled_code": "with base as (\n\n select * \n from \"postgres\".\"platform_testing_schema_fivetran_platform\".\"stg_fivetran_platform__connector_tmp\"\n),\n\nfields as (\n select\n \n \n \n _fivetran_deleted\n \n as \n \n _fivetran_deleted\n \n, \n \n \n _fivetran_synced\n \n as \n \n _fivetran_synced\n \n, \n \n \n connecting_user_id\n \n as \n \n connecting_user_id\n \n, \n \n \n connector_id\n \n as \n \n connector_id\n \n, \n \n \n connector_name\n \n as \n \n connector_name\n \n, \n \n \n connector_type\n \n as \n \n connector_type\n \n, \n cast(null as TEXT) as \n \n connector_type_id\n \n , \n \n \n destination_id\n \n as \n \n destination_id\n \n, \n \n \n paused\n \n as \n \n paused\n \n, \n cast(null as integer) as \n \n service_version\n \n , \n \n \n signed_up\n \n as \n \n signed_up\n \n\n\n\n ,row_number() over ( partition by connector_name, destination_id order by _fivetran_synced desc ) as nth_last_record\n from base\n),\n\nfinal as (\n\n select \n connector_id,\n connector_name,\n coalesce(connector_type_id, connector_type) as connector_type,\n destination_id,\n connecting_user_id,\n paused as is_paused,\n signed_up as set_up_at,\n coalesce(_fivetran_deleted, false) as is_deleted\n from fields\n\n -- Only look at the most recent one\n where nth_last_record = 1\n)\n\nselect * \nfrom final", "relation_name": "\"postgres\".\"platform_testing_schema_fivetran_platform\".\"stg_fivetran_platform__connector\""}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-04-09T12:59:41.889092Z", "completed_at": "2024-04-09T12:59:41.902838Z"}, {"name": "execute", "started_at": "2024-04-09T12:59:41.904330Z", "completed_at": "2024-04-09T12:59:41.904339Z"}], "thread_id": "Thread-3 (worker)", "execution_time": 0.017613887786865234, "adapter_response": {}, "message": null, "failures": null, "unique_id": "model.fivetran_log.fivetran_platform__mar_table_history", "compiled": true, "compiled_code": "with incremental_mar as (\n\n select\n *,\n date_trunc('month', measured_date) as measured_month\n\n from \"postgres\".\"platform_testing_schema_fivetran_platform\".\"stg_fivetran_platform__incremental_mar\"\n),\n\nconnector as (\n\n select *\n from \"postgres\".\"platform_testing_schema_fivetran_platform\".\"stg_fivetran_platform__connector\"\n),\n\ndestination as (\n\n select *\n from \"postgres\".\"platform_testing_schema_fivetran_platform\".\"stg_fivetran_platform__destination\"\n),\n\nordered_mar as (\n\n select\n connector_name,\n schema_name,\n table_name,\n destination_id,\n measured_month,\n max(measured_date) as last_measured_at,\n sum(incremental_rows) as incremental_rows,\n sum(coalesce(case when lower(free_type) = 'paid'\n then incremental_rows\n end, 0)) as paid_monthly_active_rows,\n sum(coalesce(case when lower(free_type) != 'paid'\n then incremental_rows\n end, 0)) as free_monthly_active_rows\n\n from incremental_mar\n group by connector_name, schema_name, table_name, destination_id, measured_month\n),\n\nlatest_mar as (\n select \n connector_name,\n schema_name,\n table_name,\n destination_id,\n measured_month,\n cast(last_measured_at as date) as last_measured_at,\n free_monthly_active_rows,\n paid_monthly_active_rows,\n (free_monthly_active_rows + paid_monthly_active_rows) as total_monthly_active_rows\n\n from ordered_mar\n),\n\nmar_join as (\n\n select\n latest_mar.*,\n connector.connector_type,\n connector.connector_id,\n destination.destination_name\n\n from latest_mar\n join connector\n on latest_mar.connector_name = connector.connector_name\n and latest_mar.destination_id = connector.destination_id\n join destination on latest_mar.destination_id = destination.destination_id\n)\n\nselect * from mar_join", "relation_name": "\"postgres\".\"platform_testing_schema_fivetran_platform\".\"fivetran_platform__mar_table_history\""}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-04-09T12:59:41.893039Z", "completed_at": "2024-04-09T12:59:41.903200Z"}, {"name": "execute", "started_at": "2024-04-09T12:59:41.904904Z", "completed_at": "2024-04-09T12:59:41.904908Z"}], "thread_id": "Thread-1 (worker)", "execution_time": 0.017930984497070312, "adapter_response": {}, "message": null, "failures": null, "unique_id": "test.fivetran_log.dbt_utils_unique_combination_of_columns_stg_fivetran_platform__connector_connector_name__destination_id.38a4da659a", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n connector_name, destination_id\n from \"postgres\".\"platform_testing_schema_fivetran_platform\".\"stg_fivetran_platform__connector\"\n group by connector_name, destination_id\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-04-09T12:59:41.908952Z", "completed_at": "2024-04-09T12:59:41.918835Z"}, {"name": "execute", "started_at": "2024-04-09T12:59:41.919948Z", "completed_at": "2024-04-09T12:59:41.919955Z"}], "thread_id": "Thread-2 (worker)", "execution_time": 0.013262033462524414, "adapter_response": {}, "message": null, "failures": null, "unique_id": "model.fivetran_log.fivetran_platform__usage_mar_destination_history", "compiled": true, "compiled_code": "with table_mar as (\n \n select *\n from \"postgres\".\"platform_testing_schema_fivetran_platform\".\"fivetran_platform__mar_table_history\"\n),\n\ncredits_used as (\n\n select *\n from \"postgres\".\"platform_testing_schema_fivetran_platform\".\"stg_fivetran_platform__credits_used\"\n),\n\nuseage_cost as (\n\n select *\n from \"postgres\".\"platform_testing_schema_fivetran_platform\".\"stg_fivetran_platform__usage_cost\"\n),\n\ndestination_mar as (\n\n select \n cast(measured_month as date) as measured_month,\n destination_id,\n destination_name,\n sum(free_monthly_active_rows) as free_monthly_active_rows,\n sum(paid_monthly_active_rows) as paid_monthly_active_rows,\n sum(total_monthly_active_rows) as total_monthly_active_rows\n from table_mar\n group by measured_month, destination_id, destination_name\n),\n\nusage as (\n\n select \n coalesce(credits_used.destination_id, useage_cost.destination_id) as destination_id,\n credits_used.credits_spent,\n useage_cost.dollars_spent,\n cast(concat(coalesce(credits_used.measured_month,useage_cost.measured_month), '-01') as date) as measured_month -- match date format to join with MAR table\n from credits_used\n full outer join useage_cost\n on useage_cost.measured_month = credits_used.measured_month\n and useage_cost.destination_id = credits_used.destination_id\n),\n\njoin_usage_mar as (\n\n select \n destination_mar.measured_month,\n destination_mar.destination_id,\n destination_mar.destination_name,\n usage.credits_spent,\n usage.dollars_spent,\n destination_mar.free_monthly_active_rows,\n destination_mar.paid_monthly_active_rows,\n destination_mar.total_monthly_active_rows,\n\n -- credit and usage mar calculations\n round( cast(nullif(usage.credits_spent,0) * 1000000.0 as numeric(28,6)) / cast(nullif(destination_mar.total_monthly_active_rows,0) as numeric(28,6)), 2) as credits_spent_per_million_mar,\n round( cast(nullif(destination_mar.total_monthly_active_rows,0) * 1.0 as numeric(28,6)) / cast(nullif(usage.credits_spent,0) as numeric(28,6)), 0) as mar_per_credit_spent,\n round( cast(nullif(usage.dollars_spent,0) * 1000000.0 as numeric(28,6)) / cast(nullif(destination_mar.total_monthly_active_rows,0) as numeric(28,6)), 2) as amount_spent_per_million_mar,\n round( cast(nullif(destination_mar.total_monthly_active_rows,0) * 1.0 as numeric(28,6)) / cast(nullif(usage.dollars_spent,0) as numeric(28,6)), 0) as mar_per_amount_spent\n from destination_mar \n left join usage \n on destination_mar.measured_month = cast(usage.measured_month as date)\n and destination_mar.destination_id = usage.destination_id\n)\n\nselect * \nfrom join_usage_mar", "relation_name": "\"postgres\".\"platform_testing_schema_fivetran_platform\".\"fivetran_platform__usage_mar_destination_history\""}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-04-09T12:59:41.914813Z", "completed_at": "2024-04-09T12:59:41.919127Z"}, {"name": "execute", "started_at": "2024-04-09T12:59:41.920220Z", "completed_at": "2024-04-09T12:59:41.920223Z"}], "thread_id": "Thread-3 (worker)", "execution_time": 0.013399124145507812, "adapter_response": {}, "message": null, "failures": null, "unique_id": "test.fivetran_log.dbt_utils_unique_combination_of_columns_fivetran_platform__mar_table_history_connector_id__destination_id__schema_name__table_name__measured_month.b7babb1441", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n connector_id, destination_id, schema_name, table_name, measured_month\n from \"postgres\".\"platform_testing_schema_fivetran_platform\".\"fivetran_platform__mar_table_history\"\n group by connector_id, destination_id, schema_name, table_name, measured_month\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-04-09T12:59:41.922848Z", "completed_at": "2024-04-09T12:59:41.925909Z"}, {"name": "execute", "started_at": "2024-04-09T12:59:41.926424Z", "completed_at": "2024-04-09T12:59:41.926429Z"}], "thread_id": "Thread-1 (worker)", "execution_time": 0.004796028137207031, "adapter_response": {}, "message": null, "failures": null, "unique_id": "test.fivetran_log.dbt_utils_unique_combination_of_columns_fivetran_platform__usage_mar_destination_history_destination_id__measured_month.05f6419efd", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n destination_id, measured_month\n from \"postgres\".\"platform_testing_schema_fivetran_platform\".\"fivetran_platform__usage_mar_destination_history\"\n group by destination_id, measured_month\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-04-09T12:59:41.629486Z", "completed_at": "2024-04-09T12:59:41.904637Z"}, {"name": "execute", "started_at": "2024-04-09T12:59:41.907114Z", "completed_at": "2024-04-09T12:59:41.907117Z"}], "thread_id": "Thread-4 (worker)", "execution_time": 0.30925893783569336, "adapter_response": {}, "message": null, "failures": null, "unique_id": "model.fivetran_log.stg_fivetran_platform__log", "compiled": true, "compiled_code": "with base as (\n\n select * \n from \"postgres\".\"platform_testing_schema_fivetran_platform\".\"stg_fivetran_platform__log_tmp\"\n),\n\nfields as (\n select\n \n \n \n _fivetran_synced\n \n as \n \n _fivetran_synced\n \n, \n \n \n connector_id\n \n as \n \n connector_id\n \n, \n \n \n event\n \n as \n \n event\n \n, \n \n \n id\n \n as \n \n id\n \n, \n \n \n message_data\n \n as \n \n message_data\n \n, \n \n \n message_event\n \n as \n \n message_event\n \n, \n \n \n sync_id\n \n as \n \n sync_id\n \n, \n \n \n time_stamp\n \n as \n \n time_stamp\n \n, \n \n \n transformation_id\n \n as \n \n transformation_id\n \n\n\n\n from base\n),\n\nfinal as (\n\n select\n id as log_id, \n sync_id,\n cast(time_stamp as timestamp) as created_at,\n connector_id, -- Note: the connector_id column used to erroneously equal the connector_name, NOT its id.\n case when transformation_id is not null and event is null then 'TRANSFORMATION'\n else event end as event_type, \n message_data,\n case \n when transformation_id is not null and message_data like '%has succeeded%' then 'transformation run success'\n when transformation_id is not null and message_data like '%has failed%' then 'transformation run failed'\n else message_event end as event_subtype,\n transformation_id\n from fields\n)\n\nselect * \nfrom final", "relation_name": "\"postgres\".\"platform_testing_schema_fivetran_platform\".\"stg_fivetran_platform__log\""}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-04-09T12:59:41.950660Z", "completed_at": "2024-04-09T12:59:41.964616Z"}, {"name": "execute", "started_at": "2024-04-09T12:59:41.965523Z", "completed_at": "2024-04-09T12:59:41.965530Z"}], "thread_id": "Thread-2 (worker)", "execution_time": 0.02755260467529297, "adapter_response": {}, "message": null, "failures": null, "unique_id": "model.fivetran_log.fivetran_platform__connector_status", "compiled": true, "compiled_code": "with transformation_removal as (\n\n select \n *,\n case when event_subtype in ('status', 'sync_end')\n then message_data\n else null \n end as filtered_message_data\n from \"postgres\".\"platform_testing_schema_fivetran_platform\".\"stg_fivetran_platform__log\"\n where transformation_id is null\n),\n\nparse_json as (\n select\n *,\n \n\n case when filtered_message_data ~ '^\\s*[\\{].*[\\}]?\\s*$' -- Postgres has no native json check, so this will check the string for indicators of a JSON object\n then filtered_message_data::json #>> '{status}'\n else null end\n\n as log_status,\n \n\n case when filtered_message_data ~ '^\\s*[\\{].*[\\}]?\\s*$' -- Postgres has no native json check, so this will check the string for indicators of a JSON object\n then filtered_message_data::json #>> '{reason}'\n else null end\n\n as log_reason\n from transformation_removal\n),\n\nconnector_log as (\n select \n *,\n sum( case when event_subtype in ('sync_start') then 1 else 0 end) over ( partition by connector_id \n order by created_at rows unbounded preceding) as sync_batch_id\n from parse_json\n -- only looking at errors, warnings, and syncs here\n where event_type = 'SEVERE'\n or event_type = 'WARNING'\n or event_subtype like 'sync%'\n or (event_subtype = 'status' \n and log_status = 'RESCHEDULED'\n and log_reason like '%intended behavior%'\n ) -- for priority-first syncs. these should be captured by event_type = 'WARNING' but let's make sure\n or (event_subtype = 'status' \n and log_status = 'SUCCESSFUL'\n )\n -- whole reason is \"We have rescheduled the connector to force flush data from the forward sync into your destination. This is intended behavior and means that the connector is working as expected.\"\n),\n\nschema_changes as (\n\n select\n connector_id,\n count(*) as number_of_schema_changes_last_month\n\n from \"postgres\".\"platform_testing_schema_fivetran_platform\".\"stg_fivetran_platform__log\"\n\n where \n \n ((\n current_timestamp::timestamp\n)::date - (created_at)::date)\n <= 30\n and event_subtype in ('create_table', 'alter_table', 'create_schema', 'change_schema_config')\n\n group by connector_id\n\n),\n\nconnector as (\n\n select *\n from \"postgres\".\"platform_testing_schema_fivetran_platform\".\"stg_fivetran_platform__connector\"\n\n),\n\ndestination as (\n\n select * \n from \"postgres\".\"platform_testing_schema_fivetran_platform\".\"stg_fivetran_platform__destination\"\n),\n\nconnector_metrics as (\n\n select\n connector.connector_id,\n connector.connector_name,\n connector.connector_type,\n connector.destination_id,\n connector.is_paused,\n connector.set_up_at,\n connector.is_deleted,\n max(case when connector_log.event_subtype = 'sync_start' then connector_log.created_at else null end) as last_sync_started_at,\n\n max(case when connector_log.event_subtype = 'sync_end' \n then connector_log.created_at else null end) as last_sync_completed_at,\n\n max(case when connector_log.event_subtype in ('status', 'sync_end')\n and connector_log.log_status = 'SUCCESSFUL'\n then connector_log.created_at else null end) as last_successful_sync_completed_at,\n\n\n max(case when connector_log.event_subtype = 'sync_end' \n then connector_log.sync_batch_id else null end) as last_sync_batch_id,\n\n max(case when connector_log.event_subtype in ('status', 'sync_end')\n and connector_log.log_status = 'RESCHEDULED'\n and connector_log.log_reason like '%intended behavior%'\n then connector_log.created_at else null end) as last_priority_first_sync_completed_at,\n \n\n max(case when connector_log.event_type = 'SEVERE' then connector_log.created_at else null end) as last_error_at,\n\n max(case when connector_log.event_type = 'SEVERE' then connector_log.sync_batch_id else null end) as last_error_batch,\n max(case when event_type = 'WARNING' then connector_log.created_at else null end) as last_warning_at\n\n from connector \n left join connector_log \n on connector_log.connector_id = connector.connector_id\n group by connector.connector_id, connector.connector_name, connector.connector_type, connector.destination_id, connector.is_paused, connector.set_up_at, connector.is_deleted\n),\n\nconnector_health_status as (\n\n select\n *,\n case \n -- connector is deleted\n when is_deleted then 'deleted'\n\n -- connector is paused\n when is_paused then 'paused'\n\n -- a sync has never been attempted\n when last_sync_started_at is null then 'incomplete'\n\n -- a priority-first sync has occurred, but a normal sync has not\n when last_priority_first_sync_completed_at is not null and last_sync_completed_at is null then 'priority first sync'\n\n -- a priority sync has occurred more recently than a normal one (may occurr if the connector has been paused and resumed)\n when last_priority_first_sync_completed_at > last_sync_completed_at then 'priority first sync'\n\n -- a sync has been attempted, but not completed, and it's not due to errors. also a priority-first sync hasn't\n when last_sync_completed_at is null and last_error_at is null then 'initial sync in progress'\n\n -- the last attempted sync had an error\n when last_sync_batch_id = last_error_batch then 'broken'\n\n -- there's never been a successful sync and there have been errors\n when last_sync_completed_at is null and last_error_at is not null then 'broken'\n\n else 'connected' end as connector_health\n\n from connector_metrics\n),\n\n-- Joining with log to grab pertinent error/warning messagees\nconnector_recent_logs as (\n\n select \n connector_health_status.connector_id,\n connector_health_status.connector_name,\n connector_health_status.connector_type,\n connector_health_status.destination_id,\n connector_health_status.connector_health,\n connector_health_status.last_successful_sync_completed_at,\n connector_health_status.last_sync_started_at,\n connector_health_status.last_sync_completed_at,\n connector_health_status.set_up_at,\n connector_log.event_subtype,\n connector_log.event_type,\n connector_log.message_data\n\n from connector_health_status \n left join connector_log \n on connector_log.connector_id = connector_health_status.connector_id\n -- limiting relevance to since the last successful sync completion (if there has been one)\n and connector_log.created_at > coalesce(connector_health_status.last_sync_completed_at, connector_health_status.last_priority_first_sync_completed_at, '2000-01-01') \n -- only looking at errors and warnings (excluding syncs - both normal and priority first)\n and connector_log.event_type != 'INFO' \n -- need to explicitly avoid priority first statuses because they are of event_type WARNING\n and not (connector_log.event_subtype = 'status' \n and connector_log.log_status = 'RESCHEDULED'\n and connector_log.log_reason like '%intended behavior%')\n\n group by -- remove duplicates, need explicit group by for SQL Server\n connector_health_status.connector_id,\n connector_health_status.connector_name,\n connector_health_status.connector_type,\n connector_health_status.destination_id,\n connector_health_status.connector_health,\n connector_health_status.last_successful_sync_completed_at,\n connector_health_status.last_sync_started_at,\n connector_health_status.last_sync_completed_at,\n connector_health_status.set_up_at,\n connector_log.event_subtype,\n connector_log.event_type,\n connector_log.message_data\n),\n\nfinal as (\n\n select\n connector_recent_logs.connector_id,\n connector_recent_logs.connector_name,\n connector_recent_logs.connector_type,\n connector_recent_logs.destination_id,\n destination.destination_name,\n connector_recent_logs.connector_health,\n connector_recent_logs.last_successful_sync_completed_at,\n connector_recent_logs.last_sync_started_at,\n connector_recent_logs.last_sync_completed_at,\n connector_recent_logs.set_up_at,\n coalesce(schema_changes.number_of_schema_changes_last_month, 0) as number_of_schema_changes_last_month,\n count(case when connector_recent_logs.event_type = 'SEVERE' then connector_recent_logs.message_data else null end) as number_errors_since_last_completed_sync,\n count(case when connector_recent_logs.event_type = 'WARNING' then connector_recent_logs.message_data else null end) as number_warnings_since_last_completed_sync\n\n from connector_recent_logs\n left join schema_changes \n on connector_recent_logs.connector_id = schema_changes.connector_id \n\n join destination on destination.destination_id = connector_recent_logs.destination_id\n\n -- need explicit group bys for SQL Server\n group by \n connector_recent_logs.connector_id, \n connector_recent_logs.connector_name, \n connector_recent_logs.connector_type, \n connector_recent_logs.destination_id, \n destination.destination_name, \n connector_recent_logs.connector_health, \n connector_recent_logs.last_successful_sync_completed_at, \n connector_recent_logs.last_sync_started_at, \n connector_recent_logs.last_sync_completed_at, \n connector_recent_logs.set_up_at, \n schema_changes.number_of_schema_changes_last_month\n)\n\nselect * \nfrom final", "relation_name": "\"postgres\".\"platform_testing_schema_fivetran_platform\".\"fivetran_platform__connector_status\""}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-04-09T12:59:41.940433Z", "completed_at": "2024-04-09T12:59:41.965217Z"}, {"name": "execute", "started_at": "2024-04-09T12:59:41.967319Z", "completed_at": "2024-04-09T12:59:41.967326Z"}], "thread_id": "Thread-3 (worker)", "execution_time": 0.03016805648803711, "adapter_response": {}, "message": null, "failures": null, "unique_id": "model.fivetran_log.fivetran_platform__audit_user_activity", "compiled": true, "compiled_code": "with logs as (\n\n select \n *,\n \n\n case when message_data ~ '^\\s*[\\{].*[\\}]?\\s*$' -- Postgres has no native json check, so this will check the string for indicators of a JSON object\n then message_data::json #>> '{a,c,t,o,r}'\n else null end\n\n as actor_email\n from \"postgres\".\"platform_testing_schema_fivetran_platform\".\"stg_fivetran_platform__log\"\n where lower(message_data) like '%actor%'\n),\n\nuser_logs as (\n\n select *\n from logs\n where actor_email is not null \n and lower(actor_email) != 'fivetran'\n),\n\nconnector as (\n\n select *\n from \"postgres\".\"platform_testing_schema_fivetran_platform\".\"stg_fivetran_platform__connector\"\n),\n\ndestination as (\n\n select *\n from \"postgres\".\"platform_testing_schema_fivetran_platform\".\"stg_fivetran_platform__destination\"\n),\nusers as (\n\n select *\n from \"postgres\".\"platform_testing_schema_fivetran_platform\".\"stg_fivetran_platform__user\"\n),\n destination_membership as (\n\n select *\n from \"postgres\".\"platform_testing_schema_fivetran_platform\".\"stg_fivetran_platform__destination_membership\"\n ),\n final as (\n\n select\n date_trunc('day', user_logs.created_at) as date_day,\n \n to_char(user_logs.created_at, 'FMDy') as day_name,\n date_part('day', user_logs.created_at) as day_of_month,\n user_logs.created_at as occurred_at,\n destination.destination_name,\n destination.destination_id,\n connector.connector_name,\n connector.connector_id,\n user_logs.actor_email as email,\n users.first_name,\n users.last_name,\n users.user_id,\n destination_membership.destination_role,\n user_logs.event_type, -- should always be INFO for user-triggered actions but include just in case\n user_logs.event_subtype,\n user_logs.message_data,\n user_logs.log_id\n\n from user_logs\n left join connector\n on user_logs.connector_id = connector.connector_id\n left join destination\n on connector.destination_id = destination.destination_id\n left join users \n on lower(users.email) = lower(user_logs.actor_email)\n left join destination_membership\n on destination.destination_id = destination_membership.destination_id\n and users.user_id = destination_membership.user_id\n\n )\n\nselect *\nfrom final", "relation_name": "\"postgres\".\"platform_testing_schema_fivetran_platform\".\"fivetran_platform__audit_user_activity\""}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-04-09T12:59:41.960855Z", "completed_at": "2024-04-09T12:59:41.965776Z"}, {"name": "execute", "started_at": "2024-04-09T12:59:41.968306Z", "completed_at": "2024-04-09T12:59:41.968309Z"}], "thread_id": "Thread-1 (worker)", "execution_time": 0.030689001083374023, "adapter_response": {}, "message": null, "failures": null, "unique_id": "test.fivetran_log.dbt_utils_unique_combination_of_columns_stg_fivetran_platform__log_log_id__created_at.c406abd91d", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n log_id, created_at\n from \"postgres\".\"platform_testing_schema_fivetran_platform\".\"stg_fivetran_platform__log\"\n group by log_id, created_at\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-04-09T12:59:41.971966Z", "completed_at": "2024-04-09T12:59:42.007571Z"}, {"name": "execute", "started_at": "2024-04-09T12:59:42.013043Z", "completed_at": "2024-04-09T12:59:42.013056Z"}], "thread_id": "Thread-4 (worker)", "execution_time": 0.04528403282165527, "adapter_response": {}, "message": null, "failures": null, "unique_id": "model.fivetran_log.fivetran_platform__audit_table", "compiled": true, "compiled_code": "\n\nwith sync_log as (\n \n select \n *,\n \n\n case when message_data ~ '^\\s*[\\{].*[\\}]?\\s*$' -- Postgres has no native json check, so this will check the string for indicators of a JSON object\n then message_data::json #>> '{table}'\n else null end\n\n as table_name\n from \"postgres\".\"platform_testing_schema_fivetran_platform\".\"stg_fivetran_platform__log\"\n where event_subtype in ('sync_start', 'sync_end', 'write_to_table_start', 'write_to_table_end', 'records_modified')\n\n \n\n and cast(created_at as date) > \n\n\n\n coalesce(\n (select \n\n max(sync_start_day) + ((interval '1 day') * (-7))\n\n \n from \"postgres\".\"platform_testing_schema_fivetran_platform\".\"fivetran_platform__audit_table\"), \n '2010-01-01'\n )\n\n\n\n \n),\n\nconnector as (\n\n select *\n from \"postgres\".\"platform_testing_schema_fivetran_platform\".\"fivetran_platform__connector_status\"\n),\n\nadd_connector_info as (\n\n select \n sync_log.*,\n connector.connector_name,\n connector.destination_id,\n connector.destination_name\n from sync_log \n left join connector\n on connector.connector_id = sync_log.connector_id\n),\n\nsync_timestamps as (\n\n select\n connector_id,\n connector_name,\n table_name,\n event_subtype,\n destination_id,\n destination_name,\n created_at as write_to_table_start,\n min(case when event_subtype = 'write_to_table_end' then created_at else null end) \n over (partition by connector_id, table_name order by created_at ROWS between CURRENT ROW AND UNBOUNDED FOLLOWING) as write_to_table_end,\n\n max(case when event_subtype = 'sync_start' then created_at else null end) \n over (partition by connector_id order by created_at ROWS between UNBOUNDED PRECEDING and CURRENT ROW) as sync_start,\n\n min(case when event_subtype = 'sync_end' then created_at else null end) \n over (partition by connector_id order by created_at ROWS between CURRENT ROW AND UNBOUNDED FOLLOWING) as sync_end, -- coalesce with next_sync_start\n\n min(case when event_subtype = 'sync_start' then created_at else null end) \n over (partition by connector_id order by created_at ROWS between CURRENT ROW AND UNBOUNDED FOLLOWING) as next_sync_start\n from add_connector_info\n),\n\n-- this will be the base for every record in the final CTE\nlimit_to_table_starts as (\n\n select *\n from sync_timestamps \n where event_subtype = 'write_to_table_start'\n),\n\nrecords_modified_log as (\n\n select \n connector_id,\n created_at,\n \n\n case when message_data ~ '^\\s*[\\{].*[\\}]?\\s*$' -- Postgres has no native json check, so this will check the string for indicators of a JSON object\n then message_data::json #>> '{table}'\n else null end\n\n as table_name,\n \n\n case when message_data ~ '^\\s*[\\{].*[\\}]?\\s*$' -- Postgres has no native json check, so this will check the string for indicators of a JSON object\n then message_data::json #>> '{schema}'\n else null end\n\n as schema_name,\n \n\n case when message_data ~ '^\\s*[\\{].*[\\}]?\\s*$' -- Postgres has no native json check, so this will check the string for indicators of a JSON object\n then message_data::json #>> '{operationType}'\n else null end\n\n as operation_type,\n cast (\n\n case when message_data ~ '^\\s*[\\{].*[\\}]?\\s*$' -- Postgres has no native json check, so this will check the string for indicators of a JSON object\n then message_data::json #>> '{count}'\n else null end\n\n as bigint) as row_count\n from sync_log \n where event_subtype = 'records_modified'\n\n),\n\nsum_records_modified as (\n\n select\n limit_to_table_starts.connector_id,\n limit_to_table_starts.connector_name,\n coalesce(records_modified_log.schema_name, limit_to_table_starts.connector_name) as schema_name,\n limit_to_table_starts.table_name,\n limit_to_table_starts.destination_id,\n limit_to_table_starts.destination_name,\n limit_to_table_starts.write_to_table_start,\n limit_to_table_starts.write_to_table_end,\n limit_to_table_starts.sync_start,\n case when limit_to_table_starts.sync_end > limit_to_table_starts.next_sync_start then null else limit_to_table_starts.sync_end end as sync_end,\n sum(case when records_modified_log.operation_type = 'REPLACED_OR_INSERTED' then records_modified_log.row_count else 0 end) as sum_rows_replaced_or_inserted,\n sum(case when records_modified_log.operation_type = 'UPDATED' then records_modified_log.row_count else 0 end) as sum_rows_updated,\n sum(case when records_modified_log.operation_type = 'DELETED' then records_modified_log.row_count else 0 end) as sum_rows_deleted\n from limit_to_table_starts\n left join records_modified_log on \n limit_to_table_starts.connector_id = records_modified_log.connector_id\n and limit_to_table_starts.table_name = records_modified_log.table_name\n\n -- confine it to one sync\n and records_modified_log.created_at > limit_to_table_starts.sync_start \n and records_modified_log.created_at < coalesce(limit_to_table_starts.sync_end, limit_to_table_starts.next_sync_start) \n\n -- explicit group by needed for SQL Server\n group by \n limit_to_table_starts.connector_id,\n limit_to_table_starts.connector_name,\n coalesce(records_modified_log.schema_name, limit_to_table_starts.connector_name),\n limit_to_table_starts.table_name,\n limit_to_table_starts.destination_id,\n limit_to_table_starts.destination_name,\n limit_to_table_starts.write_to_table_start,\n limit_to_table_starts.write_to_table_end,\n limit_to_table_starts.sync_start,\n case when limit_to_table_starts.sync_end > limit_to_table_starts.next_sync_start then null else limit_to_table_starts.sync_end end\n),\n\nfinal as (\n\n select \n *,\n md5(cast(coalesce(cast(schema_name as TEXT), '_dbt_utils_surrogate_key_null_') || '-' || coalesce(cast(connector_id as TEXT), '_dbt_utils_surrogate_key_null_') || '-' || coalesce(cast(destination_id as TEXT), '_dbt_utils_surrogate_key_null_') || '-' || coalesce(cast(table_name as TEXT), '_dbt_utils_surrogate_key_null_') || '-' || coalesce(cast(write_to_table_start as TEXT), '_dbt_utils_surrogate_key_null_') as TEXT)) as unique_table_sync_key, -- for incremental materialization \n cast(date_trunc('day', sync_start) as date) as sync_start_day -- for partitioning\n from sum_records_modified\n)\n\nselect *\nfrom final", "relation_name": "\"postgres\".\"platform_testing_schema_fivetran_platform\".\"fivetran_platform__audit_table\""}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-04-09T12:59:42.003979Z", "completed_at": "2024-04-09T12:59:42.012454Z"}, {"name": "execute", "started_at": "2024-04-09T12:59:42.014859Z", "completed_at": "2024-04-09T12:59:42.014865Z"}], "thread_id": "Thread-3 (worker)", "execution_time": 0.04448103904724121, "adapter_response": {}, "message": null, "failures": null, "unique_id": "model.fivetran_log.fivetran_platform__schema_changelog", "compiled": true, "compiled_code": "with schema_changes as (\n\n select *\n from \"postgres\".\"platform_testing_schema_fivetran_platform\".\"stg_fivetran_platform__log\"\n\n where event_subtype in ('create_table', 'alter_table', 'create_schema', 'change_schema_config')\n),\n\nconnector as (\n\n select *\n from \"postgres\".\"platform_testing_schema_fivetran_platform\".\"fivetran_platform__connector_status\"\n),\n\nadd_connector_info as (\n\n select \n schema_changes.*,\n connector.connector_name,\n connector.destination_id,\n connector.destination_name\n\n from schema_changes join connector \n on schema_changes.connector_id = connector.connector_id\n),\n\nfinal as (\n\n select\n connector_id,\n connector_name,\n destination_id,\n destination_name,\n created_at,\n event_subtype,\n message_data,\n\n case \n when event_subtype = 'alter_table' then \n\n case when message_data ~ '^\\s*[\\{].*[\\}]?\\s*$' -- Postgres has no native json check, so this will check the string for indicators of a JSON object\n then message_data::json #>> '{table}'\n else null end\n\n \n when event_subtype = 'create_table' then \n\n case when message_data ~ '^\\s*[\\{].*[\\}]?\\s*$' -- Postgres has no native json check, so this will check the string for indicators of a JSON object\n then message_data::json #>> '{name}'\n else null end\n\n\n else null end as table_name,\n\n case \n when event_subtype = 'create_schema' or event_subtype = 'create_table' then \n\n case when message_data ~ '^\\s*[\\{].*[\\}]?\\s*$' -- Postgres has no native json check, so this will check the string for indicators of a JSON object\n then message_data::json #>> '{schema}'\n else null end\n\n\n else null end as schema_name\n \n from add_connector_info\n)\n\nselect * from final", "relation_name": "\"postgres\".\"platform_testing_schema_fivetran_platform\".\"fivetran_platform__schema_changelog\""}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-04-09T12:59:42.008327Z", "completed_at": "2024-04-09T12:59:42.013739Z"}, {"name": "execute", "started_at": "2024-04-09T12:59:42.016432Z", "completed_at": "2024-04-09T12:59:42.016437Z"}], "thread_id": "Thread-1 (worker)", "execution_time": 0.015011072158813477, "adapter_response": {}, "message": null, "failures": null, "unique_id": "test.fivetran_log.dbt_utils_unique_combination_of_columns_fivetran_platform__connector_status_connector_id__destination_id.1d83a6dd89", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n connector_id, destination_id\n from \"postgres\".\"platform_testing_schema_fivetran_platform\".\"fivetran_platform__connector_status\"\n group by connector_id, destination_id\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-04-09T12:59:42.018960Z", "completed_at": "2024-04-09T12:59:42.028321Z"}, {"name": "execute", "started_at": "2024-04-09T12:59:42.032530Z", "completed_at": "2024-04-09T12:59:42.032539Z"}], "thread_id": "Thread-4 (worker)", "execution_time": 0.017045974731445312, "adapter_response": {}, "message": null, "failures": null, "unique_id": "test.fivetran_log.dbt_utils_unique_combination_of_columns_fivetran_platform__audit_user_activity_log_id__occurred_at.be572689a3", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n log_id, occurred_at\n from \"postgres\".\"platform_testing_schema_fivetran_platform\".\"fivetran_platform__audit_user_activity\"\n group by log_id, occurred_at\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-04-09T12:59:42.023909Z", "completed_at": "2024-04-09T12:59:42.031984Z"}, {"name": "execute", "started_at": "2024-04-09T12:59:42.034207Z", "completed_at": "2024-04-09T12:59:42.034212Z"}], "thread_id": "Thread-3 (worker)", "execution_time": 0.01700878143310547, "adapter_response": {}, "message": null, "failures": null, "unique_id": "test.fivetran_log.not_null_fivetran_platform__audit_table_unique_table_sync_key.d6c37e48af", "compiled": true, "compiled_code": "\n \n \n\n\n\nselect unique_table_sync_key\nfrom \"postgres\".\"platform_testing_schema_fivetran_platform\".\"fivetran_platform__audit_table\"\nwhere unique_table_sync_key is null\n\n\n", "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-04-09T12:59:42.028675Z", "completed_at": "2024-04-09T12:59:42.033256Z"}, {"name": "execute", "started_at": "2024-04-09T12:59:42.035692Z", "completed_at": "2024-04-09T12:59:42.035695Z"}], "thread_id": "Thread-1 (worker)", "execution_time": 0.0134429931640625, "adapter_response": {}, "message": null, "failures": null, "unique_id": "test.fivetran_log.unique_fivetran_platform__audit_table_unique_table_sync_key.308ad058f7", "compiled": true, "compiled_code": "\n \n \n\nselect\n unique_table_sync_key as unique_field,\n count(*) as n_records\n\nfrom \"postgres\".\"platform_testing_schema_fivetran_platform\".\"fivetran_platform__audit_table\"\nwhere unique_table_sync_key is not null\ngroup by unique_table_sync_key\nhaving count(*) > 1\n\n\n", "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-04-09T12:59:42.037427Z", "completed_at": "2024-04-09T12:59:42.041451Z"}, {"name": "execute", "started_at": "2024-04-09T12:59:42.042072Z", "completed_at": "2024-04-09T12:59:42.042079Z"}], "thread_id": "Thread-4 (worker)", "execution_time": 0.006560802459716797, "adapter_response": {}, "message": null, "failures": null, "unique_id": "test.fivetran_log.dbt_utils_unique_combination_of_columns_fivetran_platform__schema_changelog_connector_id__destination_id__message_data__created_at.cc39f64493", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n connector_id, destination_id, message_data, created_at\n from \"postgres\".\"platform_testing_schema_fivetran_platform\".\"fivetran_platform__schema_changelog\"\n group by connector_id, destination_id, message_data, created_at\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-04-09T12:59:41.989682Z", "completed_at": "2024-04-09T12:59:42.302951Z"}, {"name": "execute", "started_at": "2024-04-09T12:59:42.303491Z", "completed_at": "2024-04-09T12:59:42.303498Z"}], "thread_id": "Thread-2 (worker)", "execution_time": 0.36136507987976074, "adapter_response": {}, "message": null, "failures": null, "unique_id": "model.fivetran_log.fivetran_platform__connector_daily_events", "compiled": true, "compiled_code": "-- depends_on: \"postgres\".\"platform_testing_schema\".\"connector\"\n\nwith connector as (\n \n select * \n from \"postgres\".\"platform_testing_schema_fivetran_platform\".\"fivetran_platform__connector_status\"\n),\n\n-- grab api calls, schema changes, and record modifications\nlog_events as (\n\n select \n connector_id,\n cast( date_trunc('day', created_at) as date) as date_day,\n case \n when event_subtype in ('create_table', 'alter_table', 'create_schema', 'change_schema_config') then 'schema_change' \n else event_subtype end as event_subtype,\n\n sum(case when event_subtype = 'records_modified' then cast( \n\n case when message_data ~ '^\\s*[\\{].*[\\}]?\\s*$' -- Postgres has no native json check, so this will check the string for indicators of a JSON object\n then message_data::json #>> '{count}'\n else null end\n\n as bigint )\n else 1 end) as count_events \n\n from \"postgres\".\"platform_testing_schema_fivetran_platform\".\"stg_fivetran_platform__log\"\n\n where event_subtype in ('api_call', \n 'records_modified', \n 'create_table', 'alter_table', 'create_schema', 'change_schema_config') -- all schema changes\n \n and connector_id is not null\n\n group by connector_id, cast( date_trunc('day', created_at) as date), event_subtype\n),\n\npivot_out_events as (\n\n select\n connector_id,\n date_day,\n max(case when event_subtype = 'api_call' then count_events else 0 end) as count_api_calls,\n max(case when event_subtype = 'records_modified' then count_events else 0 end) as count_record_modifications,\n max(case when event_subtype = 'schema_change' then count_events else 0 end) as count_schema_changes\n\n from log_events\n group by connector_id, date_day\n), \n\nconnector_event_counts as (\n\n select\n pivot_out_events.date_day,\n pivot_out_events.count_api_calls,\n pivot_out_events.count_record_modifications,\n pivot_out_events.count_schema_changes,\n connector.connector_name,\n connector.connector_id,\n connector.connector_type,\n connector.destination_name,\n connector.destination_id,\n connector.set_up_at\n from\n connector left join pivot_out_events \n on pivot_out_events.connector_id = connector.connector_id\n),\n\nspine as (\n\n \n \n \n \n \n\n select \n cast(date_day as date) as date_day\n from (\n \n\n \n\n\n\n\n\nwith rawdata as (\n\n \n\n \n\n with p as (\n select 0 as generated_number union all select 1\n ), unioned as (\n\n select\n\n \n p0.generated_number * power(2, 0)\n + \n \n p1.generated_number * power(2, 1)\n + \n \n p2.generated_number * power(2, 2)\n + \n \n p3.generated_number * power(2, 3)\n + \n \n p4.generated_number * power(2, 4)\n + \n \n p5.generated_number * power(2, 5)\n + \n \n p6.generated_number * power(2, 6)\n + \n \n p7.generated_number * power(2, 7)\n + \n \n p8.generated_number * power(2, 8)\n + \n \n p9.generated_number * power(2, 9)\n + \n \n p10.generated_number * power(2, 10)\n \n \n + 1\n as generated_number\n\n from\n\n \n p as p0\n cross join \n \n p as p1\n cross join \n \n p as p2\n cross join \n \n p as p3\n cross join \n \n p as p4\n cross join \n \n p as p5\n cross join \n \n p as p6\n cross join \n \n p as p7\n cross join \n \n p as p8\n cross join \n \n p as p9\n cross join \n \n p as p10\n \n \n\n )\n\n select *\n from unioned\n where generated_number <= 1852\n order by generated_number\n\n\n\n),\n\nall_periods as (\n\n select (\n \n\n cast('2019-03-22' as date) + ((interval '1 day') * (row_number() over (order by 1) - 1))\n\n\n ) as date_day\n from rawdata\n\n),\n\nfiltered as (\n\n select *\n from all_periods\n where date_day <= \n\n date_trunc('day', \n current_timestamp::timestamp\n) + ((interval '1 week') * (1))\n\n\n\n)\n\nselect * from filtered\n\n\n \n \n ) as date_spine\n),\n\nconnector_event_history as (\n\n select\n spine.date_day,\n connector_event_counts.connector_name,\n connector_event_counts.connector_id,\n connector_event_counts.connector_type,\n connector_event_counts.destination_name,\n connector_event_counts.destination_id,\n max(case \n when spine.date_day = connector_event_counts.date_day then connector_event_counts.count_api_calls\n else 0\n end) as count_api_calls,\n max(case \n when spine.date_day = connector_event_counts.date_day then connector_event_counts.count_record_modifications\n else 0\n end) as count_record_modifications,\n max(case \n when spine.date_day = connector_event_counts.date_day then connector_event_counts.count_schema_changes\n else 0\n end) as count_schema_changes\n from\n spine join connector_event_counts\n on spine.date_day >= cast(date_trunc('day', cast(connector_event_counts.set_up_at as date)) as date)\n\n group by spine.date_day, connector_name, connector_id, connector_type, destination_name, destination_id\n),\n\n-- now rejoin spine to get a complete calendar\njoin_event_history as (\n \n select\n spine.date_day,\n connector_event_history.connector_name,\n connector_event_history.connector_id,\n connector_event_history.connector_type,\n connector_event_history.destination_name,\n connector_event_history.destination_id,\n max(connector_event_history.count_api_calls) as count_api_calls,\n max(connector_event_history.count_record_modifications) as count_record_modifications,\n max(connector_event_history.count_schema_changes) as count_schema_changes\n\n from\n spine left join connector_event_history\n on spine.date_day = connector_event_history.date_day\n\n group by spine.date_day, connector_name, connector_id, connector_type, destination_name, destination_id\n),\n\nfinal as (\n\n select *\n from join_event_history\n\n where date_day <= cast(\n current_timestamp::timestamp\n as date)\n)\n\nselect *\nfrom final", "relation_name": "\"postgres\".\"platform_testing_schema_fivetran_platform\".\"fivetran_platform__connector_daily_events\""}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-04-09T12:59:42.332708Z", "completed_at": "2024-04-09T12:59:42.336635Z"}, {"name": "execute", "started_at": "2024-04-09T12:59:42.337188Z", "completed_at": "2024-04-09T12:59:42.337195Z"}], "thread_id": "Thread-3 (worker)", "execution_time": 0.005688190460205078, "adapter_response": {}, "message": null, "failures": null, "unique_id": "test.fivetran_log.dbt_utils_unique_combination_of_columns_fivetran_platform__connector_daily_events_connector_id__destination_id__date_day.a279340e8f", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n connector_id, destination_id, date_day\n from \"postgres\".\"platform_testing_schema_fivetran_platform\".\"fivetran_platform__connector_daily_events\"\n group by connector_id, destination_id, date_day\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "relation_name": null}], "elapsed_time": 1.8725440502166748, "args": {"compile": true, "log_level": "info", "quiet": false, "enable_legacy_logger": false, "exclude": [], "write_json": true, "invocation_command": "dbt docs generate -t postgres", "indirect_selection": "eager", "show_resource_report": false, "vars": {}, "cache_selected_only": false, "target": "postgres", "log_format_file": "debug", "log_file_max_bytes": 10485760, "log_level_file": "debug", "partial_parse": true, "print": true, "project_dir": "/Users/joseph.markiewicz/Documents/dbt_packages/fivetran_log/dbt_fivetran_log/integration_tests", "version_check": true, "log_format": "default", "select": [], "profiles_dir": "/Users/joseph.markiewicz/.dbt", "macro_debugging": false, "static_parser": true, "use_colors_file": true, "static": false, "favor_state": false, "populate_cache": true, "partial_parse_file_diff": true, "send_anonymous_usage_stats": true, "warn_error_options": {"include": [], "exclude": []}, "which": "generate", "defer": false, "printer_width": 80, "use_colors": true, "empty_catalog": false, "log_path": "/Users/joseph.markiewicz/Documents/dbt_packages/fivetran_log/dbt_fivetran_log/integration_tests/logs", "introspect": true, "strict_mode": false}} \ No newline at end of file +{"metadata": {"dbt_schema_version": "https://schemas.getdbt.com/dbt/run-results/v5.json", "dbt_version": "1.7.9", "generated_at": "2024-05-11T07:51:43.135197Z", "invocation_id": "d55cab6b-56a4-4b6c-a1d4-f9e60455124d", "env": {}}, "results": [{"status": "success", "timing": [{"name": "compile", "started_at": "2024-05-11T07:51:40.677191Z", "completed_at": "2024-05-11T07:51:40.702008Z"}, {"name": "execute", "started_at": "2024-05-11T07:51:40.719409Z", "completed_at": "2024-05-11T07:51:40.719417Z"}], "thread_id": "Thread-1", "execution_time": 0.04995584487915039, "adapter_response": {}, "message": null, "failures": null, "unique_id": "model.fivetran_log.stg_fivetran_platform__account", "compiled": true, "compiled_code": "with base as (\n \n select * \n from \"postgres\".\"33_fivetran_platform_integration_tests\".\"account\"\n),\n\nfields as (\n\n select\n id as account_id,\n country,\n cast(created_at as timestamp) as created_at,\n name as account_name,\n status\n from base\n)\n\nselect * \nfrom fields", "relation_name": "\"postgres\".\"33_fivetran_platform_integration_tests_fivetran_platform\".\"stg_fivetran_platform__account\""}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-05-11T07:51:40.687753Z", "completed_at": "2024-05-11T07:51:40.712004Z"}, {"name": "execute", "started_at": "2024-05-11T07:51:40.720303Z", "completed_at": "2024-05-11T07:51:40.720306Z"}], "thread_id": "Thread-2", "execution_time": 0.0498049259185791, "adapter_response": {}, "message": null, "failures": null, "unique_id": "model.fivetran_log.stg_fivetran_platform__connector_tmp", "compiled": true, "compiled_code": "select *\nfrom \"postgres\".\"33_fivetran_platform_integration_tests\".\"connector\"", "relation_name": "\"postgres\".\"33_fivetran_platform_integration_tests_fivetran_platform\".\"stg_fivetran_platform__connector_tmp\""}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-05-11T07:51:40.691575Z", "completed_at": "2024-05-11T07:51:40.718387Z"}, {"name": "execute", "started_at": "2024-05-11T07:51:40.723349Z", "completed_at": "2024-05-11T07:51:40.723353Z"}], "thread_id": "Thread-3", "execution_time": 0.05098295211791992, "adapter_response": {}, "message": null, "failures": null, "unique_id": "model.fivetran_log.stg_fivetran_platform__credits_used", "compiled": true, "compiled_code": "\n\nwith base as (\n\n select * \n from \"postgres\".\"33_fivetran_platform_integration_tests\".\"credits_used\"\n),\n\nfields as (\n \n select \n destination_id,\n measured_month,\n credits_consumed as credits_spent\n from base\n)\n\nselect * \nfrom fields\n\n", "relation_name": "\"postgres\".\"33_fivetran_platform_integration_tests_fivetran_platform\".\"stg_fivetran_platform__credits_used\""}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-05-11T07:51:40.702504Z", "completed_at": "2024-05-11T07:51:40.718775Z"}, {"name": "execute", "started_at": "2024-05-11T07:51:40.723627Z", "completed_at": "2024-05-11T07:51:40.723631Z"}], "thread_id": "Thread-5", "execution_time": 0.050184011459350586, "adapter_response": {}, "message": null, "failures": null, "unique_id": "model.fivetran_log.stg_fivetran_platform__destination_membership", "compiled": true, "compiled_code": "\n\nwith base as (\n \n select * from \"postgres\".\"33_fivetran_platform_integration_tests\".\"destination_membership\"\n),\n\nfields as (\n\n select\n destination_id,\n user_id,\n cast(activated_at as timestamp) as activated_at,\n cast(joined_at as timestamp) as joined_at,\n role as destination_role\n from base\n)\n\nselect * \nfrom fields", "relation_name": "\"postgres\".\"33_fivetran_platform_integration_tests_fivetran_platform\".\"stg_fivetran_platform__destination_membership\""}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-05-11T07:51:40.698568Z", "completed_at": "2024-05-11T07:51:40.719053Z"}, {"name": "execute", "started_at": "2024-05-11T07:51:40.723898Z", "completed_at": "2024-05-11T07:51:40.723902Z"}], "thread_id": "Thread-4", "execution_time": 0.05146217346191406, "adapter_response": {}, "message": null, "failures": null, "unique_id": "model.fivetran_log.stg_fivetran_platform__destination", "compiled": true, "compiled_code": "with base as (\n\n select * \n from \"postgres\".\"33_fivetran_platform_integration_tests\".\"destination\"\n),\n\nfields as (\n\n select\n id as destination_id,\n account_id,\n cast(created_at as timestamp) as created_at,\n name as destination_name,\n region\n from base\n)\n\nselect * \nfrom fields", "relation_name": "\"postgres\".\"33_fivetran_platform_integration_tests_fivetran_platform\".\"stg_fivetran_platform__destination\""}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-05-11T07:51:40.709300Z", "completed_at": "2024-05-11T07:51:40.719724Z"}, {"name": "execute", "started_at": "2024-05-11T07:51:40.724487Z", "completed_at": "2024-05-11T07:51:40.724490Z"}], "thread_id": "Thread-7", "execution_time": 0.04162096977233887, "adapter_response": {}, "message": null, "failures": null, "unique_id": "model.fivetran_log.stg_fivetran_platform__log_tmp", "compiled": true, "compiled_code": "select *\nfrom \"postgres\".\"33_fivetran_platform_integration_tests\".\"log\"", "relation_name": "\"postgres\".\"33_fivetran_platform_integration_tests_fivetran_platform\".\"stg_fivetran_platform__log_tmp\""}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-05-11T07:51:40.706366Z", "completed_at": "2024-05-11T07:51:40.720017Z"}, {"name": "execute", "started_at": "2024-05-11T07:51:40.724820Z", "completed_at": "2024-05-11T07:51:40.724824Z"}], "thread_id": "Thread-6", "execution_time": 0.051934003829956055, "adapter_response": {}, "message": null, "failures": null, "unique_id": "model.fivetran_log.stg_fivetran_platform__incremental_mar", "compiled": true, "compiled_code": "with base as (\n\n select * \n from \"postgres\".\"33_fivetran_platform_integration_tests\".\"incremental_mar\"\n),\n\nfields as (\n\n select\n connector_id as connector_name,\n destination_id,\n free_type,\n cast(measured_date as timestamp) as measured_date,\n schema_name,\n sync_type,\n table_name,\n updated_at,\n _fivetran_synced,\n incremental_rows\n from base\n)\n\nselect * \nfrom fields", "relation_name": "\"postgres\".\"33_fivetran_platform_integration_tests_fivetran_platform\".\"stg_fivetran_platform__incremental_mar\""}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-05-11T07:51:40.712326Z", "completed_at": "2024-05-11T07:51:40.720562Z"}, {"name": "execute", "started_at": "2024-05-11T07:51:40.725405Z", "completed_at": "2024-05-11T07:51:40.725408Z"}], "thread_id": "Thread-8", "execution_time": 0.04275083541870117, "adapter_response": {}, "message": null, "failures": null, "unique_id": "model.fivetran_log.stg_fivetran_platform__usage_cost", "compiled": true, "compiled_code": "\nwith base as (\n\n select * \n from \"postgres\".\"33_fivetran_platform_integration_tests\".\"usage_cost\"\n),\n\nfields as (\n \n select \n destination_id,\n measured_month,\n amount as dollars_spent\n from base\n)\n\nselect * \nfrom fields\n\n", "relation_name": "\"postgres\".\"33_fivetran_platform_integration_tests_fivetran_platform\".\"stg_fivetran_platform__usage_cost\""}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-05-11T07:51:40.737498Z", "completed_at": "2024-05-11T07:51:40.738748Z"}, {"name": "execute", "started_at": "2024-05-11T07:51:40.749329Z", "completed_at": "2024-05-11T07:51:40.749337Z"}], "thread_id": "Thread-2", "execution_time": 0.023463964462280273, "adapter_response": {}, "message": null, "failures": null, "unique_id": "seed.fivetran_log_integration_tests.account", "compiled": null, "compiled_code": null, "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-05-11T07:51:40.740991Z", "completed_at": "2024-05-11T07:51:40.742135Z"}, {"name": "execute", "started_at": "2024-05-11T07:51:40.752992Z", "completed_at": "2024-05-11T07:51:40.752995Z"}], "thread_id": "Thread-3", "execution_time": 0.022942066192626953, "adapter_response": {}, "message": null, "failures": null, "unique_id": "seed.fivetran_log_integration_tests.connector", "compiled": null, "compiled_code": null, "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-05-11T07:51:40.733435Z", "completed_at": "2024-05-11T07:51:40.742381Z"}, {"name": "execute", "started_at": "2024-05-11T07:51:40.753246Z", "completed_at": "2024-05-11T07:51:40.753249Z"}], "thread_id": "Thread-1", "execution_time": 0.02838611602783203, "adapter_response": {}, "message": null, "failures": null, "unique_id": "model.fivetran_log.stg_fivetran_platform__user", "compiled": true, "compiled_code": "\n\nwith base as (\n\n select * \n from \"postgres\".\"33_fivetran_platform_integration_tests\".\"user\"\n),\n\nfields as (\n\n select\n id as user_id,\n cast(created_at as timestamp) as created_at,\n email,\n email_disabled as has_disabled_email_notifications,\n family_name as last_name,\n given_name as first_name,\n phone,\n verified as is_verified\n from base\n)\n\nselect * \nfrom fields", "relation_name": "\"postgres\".\"33_fivetran_platform_integration_tests_fivetran_platform\".\"stg_fivetran_platform__user\""}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-05-11T07:51:40.742634Z", "completed_at": "2024-05-11T07:51:40.744571Z"}, {"name": "execute", "started_at": "2024-05-11T07:51:40.753502Z", "completed_at": "2024-05-11T07:51:40.753505Z"}], "thread_id": "Thread-5", "execution_time": 0.023458242416381836, "adapter_response": {}, "message": null, "failures": null, "unique_id": "seed.fivetran_log_integration_tests.credits_used", "compiled": null, "compiled_code": null, "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-05-11T07:51:40.744973Z", "completed_at": "2024-05-11T07:51:40.746225Z"}, {"name": "execute", "started_at": "2024-05-11T07:51:40.753795Z", "completed_at": "2024-05-11T07:51:40.753797Z"}], "thread_id": "Thread-4", "execution_time": 0.023537158966064453, "adapter_response": {}, "message": null, "failures": null, "unique_id": "seed.fivetran_log_integration_tests.destination", "compiled": null, "compiled_code": null, "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-05-11T07:51:40.746550Z", "completed_at": "2024-05-11T07:51:40.747660Z"}, {"name": "execute", "started_at": "2024-05-11T07:51:40.754035Z", "completed_at": "2024-05-11T07:51:40.754037Z"}], "thread_id": "Thread-7", "execution_time": 0.020287036895751953, "adapter_response": {}, "message": null, "failures": null, "unique_id": "seed.fivetran_log_integration_tests.destination_membership", "compiled": null, "compiled_code": null, "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-05-11T07:51:40.747935Z", "completed_at": "2024-05-11T07:51:40.749067Z"}, {"name": "execute", "started_at": "2024-05-11T07:51:40.754272Z", "completed_at": "2024-05-11T07:51:40.754274Z"}], "thread_id": "Thread-6", "execution_time": 0.020379304885864258, "adapter_response": {}, "message": null, "failures": null, "unique_id": "seed.fivetran_log_integration_tests.incremental_mar", "compiled": null, "compiled_code": null, "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-05-11T07:51:40.749591Z", "completed_at": "2024-05-11T07:51:40.750677Z"}, {"name": "execute", "started_at": "2024-05-11T07:51:40.754766Z", "completed_at": "2024-05-11T07:51:40.754768Z"}], "thread_id": "Thread-8", "execution_time": 0.019338130950927734, "adapter_response": {}, "message": null, "failures": null, "unique_id": "seed.fivetran_log_integration_tests.log", "compiled": null, "compiled_code": null, "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-05-11T07:51:40.763066Z", "completed_at": "2024-05-11T07:51:40.765117Z"}, {"name": "execute", "started_at": "2024-05-11T07:51:40.797800Z", "completed_at": "2024-05-11T07:51:40.797807Z"}], "thread_id": "Thread-2", "execution_time": 0.04409027099609375, "adapter_response": {}, "message": null, "failures": null, "unique_id": "seed.fivetran_log_integration_tests.usage_cost", "compiled": null, "compiled_code": null, "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-05-11T07:51:40.767514Z", "completed_at": "2024-05-11T07:51:40.768661Z"}, {"name": "execute", "started_at": "2024-05-11T07:51:40.803181Z", "completed_at": "2024-05-11T07:51:40.803185Z"}], "thread_id": "Thread-3", "execution_time": 0.04450178146362305, "adapter_response": {}, "message": null, "failures": null, "unique_id": "seed.fivetran_log_integration_tests.user", "compiled": null, "compiled_code": null, "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-05-11T07:51:40.768919Z", "completed_at": "2024-05-11T07:51:40.802334Z"}, {"name": "execute", "started_at": "2024-05-11T07:51:40.806629Z", "completed_at": "2024-05-11T07:51:40.806633Z"}], "thread_id": "Thread-1", "execution_time": 0.047348976135253906, "adapter_response": {}, "message": null, "failures": null, "unique_id": "test.fivetran_log.not_null_stg_fivetran_platform__account_account_id.d09ebf1a1e", "compiled": true, "compiled_code": "\n \n \n\n\n\nselect account_id\nfrom \"postgres\".\"33_fivetran_platform_integration_tests_fivetran_platform\".\"stg_fivetran_platform__account\"\nwhere account_id is null\n\n\n", "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-05-11T07:51:40.787809Z", "completed_at": "2024-05-11T07:51:40.802630Z"}, {"name": "execute", "started_at": "2024-05-11T07:51:40.806890Z", "completed_at": "2024-05-11T07:51:40.806894Z"}], "thread_id": "Thread-7", "execution_time": 0.046768903732299805, "adapter_response": {}, "message": null, "failures": null, "unique_id": "test.fivetran_log.dbt_utils_unique_combination_of_columns_stg_fivetran_platform__credits_used_measured_month__destination_id.bea8f20c38", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n measured_month, destination_id\n from \"postgres\".\"33_fivetran_platform_integration_tests_fivetran_platform\".\"stg_fivetran_platform__credits_used\"\n group by measured_month, destination_id\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-05-11T07:51:40.775220Z", "completed_at": "2024-05-11T07:51:40.802910Z"}, {"name": "execute", "started_at": "2024-05-11T07:51:40.807161Z", "completed_at": "2024-05-11T07:51:40.807164Z"}], "thread_id": "Thread-5", "execution_time": 0.04793596267700195, "adapter_response": {}, "message": null, "failures": null, "unique_id": "test.fivetran_log.unique_stg_fivetran_platform__account_account_id.114e181adc", "compiled": true, "compiled_code": "\n \n \n\nselect\n account_id as unique_field,\n count(*) as n_records\n\nfrom \"postgres\".\"33_fivetran_platform_integration_tests_fivetran_platform\".\"stg_fivetran_platform__account\"\nwhere account_id is not null\ngroup by account_id\nhaving count(*) > 1\n\n\n", "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-05-11T07:51:40.794130Z", "completed_at": "2024-05-11T07:51:40.803474Z"}, {"name": "execute", "started_at": "2024-05-11T07:51:40.807703Z", "completed_at": "2024-05-11T07:51:40.807705Z"}], "thread_id": "Thread-6", "execution_time": 0.04785919189453125, "adapter_response": {}, "message": null, "failures": null, "unique_id": "test.fivetran_log.dbt_utils_unique_combination_of_columns_stg_fivetran_platform__destination_membership_destination_id__user_id.82ac27c35a", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n destination_id, user_id\n from \"postgres\".\"33_fivetran_platform_integration_tests_fivetran_platform\".\"stg_fivetran_platform__destination_membership\"\n group by destination_id, user_id\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-05-11T07:51:40.798084Z", "completed_at": "2024-05-11T07:51:40.803976Z"}, {"name": "execute", "started_at": "2024-05-11T07:51:40.807979Z", "completed_at": "2024-05-11T07:51:40.807982Z"}], "thread_id": "Thread-8", "execution_time": 0.04570508003234863, "adapter_response": {}, "message": null, "failures": null, "unique_id": "test.fivetran_log.not_null_stg_fivetran_platform__destination_destination_id.0cdbe6b780", "compiled": true, "compiled_code": "\n \n \n\n\n\nselect destination_id\nfrom \"postgres\".\"33_fivetran_platform_integration_tests_fivetran_platform\".\"stg_fivetran_platform__destination\"\nwhere destination_id is null\n\n\n", "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-05-11T07:51:40.811487Z", "completed_at": "2024-05-11T07:51:40.821967Z"}, {"name": "execute", "started_at": "2024-05-11T07:51:40.832864Z", "completed_at": "2024-05-11T07:51:40.832870Z"}], "thread_id": "Thread-2", "execution_time": 0.027570009231567383, "adapter_response": {}, "message": null, "failures": null, "unique_id": "test.fivetran_log.unique_stg_fivetran_platform__destination_destination_id.582a1280ed", "compiled": true, "compiled_code": "\n \n \n\nselect\n destination_id as unique_field,\n count(*) as n_records\n\nfrom \"postgres\".\"33_fivetran_platform_integration_tests_fivetran_platform\".\"stg_fivetran_platform__destination\"\nwhere destination_id is not null\ngroup by destination_id\nhaving count(*) > 1\n\n\n", "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-05-11T07:51:40.823383Z", "completed_at": "2024-05-11T07:51:40.834220Z"}, {"name": "execute", "started_at": "2024-05-11T07:51:40.834748Z", "completed_at": "2024-05-11T07:51:40.834754Z"}], "thread_id": "Thread-1", "execution_time": 0.0185699462890625, "adapter_response": {}, "message": null, "failures": null, "unique_id": "test.fivetran_log.dbt_utils_unique_combination_of_columns_stg_fivetran_platform__usage_cost_measured_month__destination_id.d6d997525f", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n measured_month, destination_id\n from \"postgres\".\"33_fivetran_platform_integration_tests_fivetran_platform\".\"stg_fivetran_platform__usage_cost\"\n group by measured_month, destination_id\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-05-11T07:51:40.826289Z", "completed_at": "2024-05-11T07:51:40.835577Z"}, {"name": "execute", "started_at": "2024-05-11T07:51:40.836050Z", "completed_at": "2024-05-11T07:51:40.836053Z"}], "thread_id": "Thread-7", "execution_time": 0.019437074661254883, "adapter_response": {}, "message": null, "failures": null, "unique_id": "test.fivetran_log.not_null_stg_fivetran_platform__user_user_id.eb17e92ff0", "compiled": true, "compiled_code": "\n \n \n\n\n\nselect user_id\nfrom \"postgres\".\"33_fivetran_platform_integration_tests_fivetran_platform\".\"stg_fivetran_platform__user\"\nwhere user_id is null\n\n\n", "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-05-11T07:51:40.829254Z", "completed_at": "2024-05-11T07:51:40.836808Z"}, {"name": "execute", "started_at": "2024-05-11T07:51:40.837336Z", "completed_at": "2024-05-11T07:51:40.837340Z"}], "thread_id": "Thread-5", "execution_time": 0.020339012145996094, "adapter_response": {}, "message": null, "failures": null, "unique_id": "test.fivetran_log.unique_stg_fivetran_platform__user_user_id.86a1a3afb9", "compiled": true, "compiled_code": "\n \n \n\nselect\n user_id as unique_field,\n count(*) as n_records\n\nfrom \"postgres\".\"33_fivetran_platform_integration_tests_fivetran_platform\".\"stg_fivetran_platform__user\"\nwhere user_id is not null\ngroup by user_id\nhaving count(*) > 1\n\n\n", "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-05-11T07:51:40.817834Z", "completed_at": "2024-05-11T07:51:41.467257Z"}, {"name": "execute", "started_at": "2024-05-11T07:51:41.468127Z", "completed_at": "2024-05-11T07:51:41.468142Z"}], "thread_id": "Thread-3", "execution_time": 0.7189328670501709, "adapter_response": {}, "message": null, "failures": null, "unique_id": "model.fivetran_log.stg_fivetran_platform__log", "compiled": true, "compiled_code": "with base as (\n\n select * \n from \"postgres\".\"33_fivetran_platform_integration_tests_fivetran_platform\".\"stg_fivetran_platform__log_tmp\"\n),\n\nfields as (\n select\n \n \n \n _fivetran_synced\n \n as \n \n _fivetran_synced\n \n, \n \n \n connector_id\n \n as \n \n connector_id\n \n, \n \n \n event\n \n as \n \n event\n \n, \n \n \n id\n \n as \n \n id\n \n, \n \n \n message_data\n \n as \n \n message_data\n \n, \n \n \n message_event\n \n as \n \n message_event\n \n, \n \n \n sync_id\n \n as \n \n sync_id\n \n, \n \n \n time_stamp\n \n as \n \n time_stamp\n \n, \n \n \n transformation_id\n \n as \n \n transformation_id\n \n\n\n\n from base\n),\n\nfinal as (\n\n select\n id as log_id, \n sync_id,\n cast(time_stamp as timestamp) as created_at,\n connector_id, -- Note: the connector_id column used to erroneously equal the connector_name, NOT its id.\n case when transformation_id is not null and event is null then 'TRANSFORMATION'\n else event end as event_type, \n message_data,\n case \n when transformation_id is not null and message_data like '%has succeeded%' then 'transformation run success'\n when transformation_id is not null and message_data like '%has failed%' then 'transformation run failed'\n else message_event end as event_subtype,\n transformation_id\n from fields\n)\n\nselect * \nfrom final", "relation_name": "\"postgres\".\"33_fivetran_platform_integration_tests_fivetran_platform\".\"stg_fivetran_platform__log\""}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-05-11T07:51:41.531700Z", "completed_at": "2024-05-11T07:51:41.539575Z"}, {"name": "execute", "started_at": "2024-05-11T07:51:41.540502Z", "completed_at": "2024-05-11T07:51:41.540510Z"}], "thread_id": "Thread-6", "execution_time": 0.01085519790649414, "adapter_response": {}, "message": null, "failures": null, "unique_id": "test.fivetran_log.dbt_utils_unique_combination_of_columns_stg_fivetran_platform__log_log_id__created_at.c406abd91d", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n log_id, created_at\n from \"postgres\".\"33_fivetran_platform_integration_tests_fivetran_platform\".\"stg_fivetran_platform__log\"\n group by log_id, created_at\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-05-11T07:51:40.780541Z", "completed_at": "2024-05-11T07:51:41.935493Z"}, {"name": "execute", "started_at": "2024-05-11T07:51:41.936432Z", "completed_at": "2024-05-11T07:51:41.936443Z"}], "thread_id": "Thread-4", "execution_time": 1.2295401096343994, "adapter_response": {}, "message": null, "failures": null, "unique_id": "model.fivetran_log.stg_fivetran_platform__connector", "compiled": true, "compiled_code": "with base as (\n\n select * \n from \"postgres\".\"33_fivetran_platform_integration_tests_fivetran_platform\".\"stg_fivetran_platform__connector_tmp\"\n),\n\nfields as (\n select\n \n \n \n _fivetran_deleted\n \n as \n \n _fivetran_deleted\n \n, \n \n \n _fivetran_synced\n \n as \n \n _fivetran_synced\n \n, \n \n \n connecting_user_id\n \n as \n \n connecting_user_id\n \n, \n \n \n connector_id\n \n as \n \n connector_id\n \n, \n \n \n connector_name\n \n as \n \n connector_name\n \n, \n \n \n connector_type\n \n as \n \n connector_type\n \n, \n cast(null as TEXT) as \n \n connector_type_id\n \n , \n \n \n destination_id\n \n as \n \n destination_id\n \n, \n \n \n paused\n \n as \n \n paused\n \n, \n cast(null as integer) as \n \n service_version\n \n , \n \n \n signed_up\n \n as \n \n signed_up\n \n\n\n\n ,row_number() over ( partition by connector_name, destination_id order by _fivetran_synced desc ) as nth_last_record\n from base\n),\n\nfinal as (\n\n select \n connector_id,\n connector_name,\n coalesce(connector_type_id, connector_type) as connector_type,\n destination_id,\n connecting_user_id,\n paused as is_paused,\n signed_up as set_up_at,\n coalesce(_fivetran_deleted, false) as is_deleted\n from fields\n\n -- Only look at the most recent one\n where nth_last_record = 1\n)\n\nselect * \nfrom final", "relation_name": "\"postgres\".\"33_fivetran_platform_integration_tests_fivetran_platform\".\"stg_fivetran_platform__connector\""}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-05-11T07:51:42.031887Z", "completed_at": "2024-05-11T07:51:42.044862Z"}, {"name": "execute", "started_at": "2024-05-11T07:51:42.046650Z", "completed_at": "2024-05-11T07:51:42.046658Z"}], "thread_id": "Thread-7", "execution_time": 0.050950050354003906, "adapter_response": {}, "message": null, "failures": null, "unique_id": "model.fivetran_log.fivetran_platform__mar_table_history", "compiled": true, "compiled_code": "with incremental_mar as (\n\n select\n *,\n date_trunc('month', measured_date) as measured_month\n\n from \"postgres\".\"33_fivetran_platform_integration_tests_fivetran_platform\".\"stg_fivetran_platform__incremental_mar\"\n),\n\nconnector as (\n\n select *\n from \"postgres\".\"33_fivetran_platform_integration_tests_fivetran_platform\".\"stg_fivetran_platform__connector\"\n),\n\ndestination as (\n\n select *\n from \"postgres\".\"33_fivetran_platform_integration_tests_fivetran_platform\".\"stg_fivetran_platform__destination\"\n),\n\nordered_mar as (\n\n select\n connector_name,\n schema_name,\n table_name,\n destination_id,\n measured_month,\n max(measured_date) as last_measured_at,\n sum(incremental_rows) as incremental_rows,\n sum(coalesce(case when lower(free_type) = 'paid'\n then incremental_rows\n end, 0)) as paid_monthly_active_rows,\n sum(coalesce(case when lower(free_type) != 'paid'\n then incremental_rows\n end, 0)) as free_monthly_active_rows\n\n from incremental_mar\n group by connector_name, schema_name, table_name, destination_id, measured_month\n),\n\nlatest_mar as (\n select \n connector_name,\n schema_name,\n table_name,\n destination_id,\n measured_month,\n cast(last_measured_at as date) as last_measured_at,\n free_monthly_active_rows,\n paid_monthly_active_rows,\n (free_monthly_active_rows + paid_monthly_active_rows) as total_monthly_active_rows\n\n from ordered_mar\n),\n\nmar_join as (\n\n select\n latest_mar.*,\n connector.connector_type,\n connector.connector_id,\n destination.destination_name\n\n from latest_mar\n join connector\n on latest_mar.connector_name = connector.connector_name\n and latest_mar.destination_id = connector.destination_id\n join destination on latest_mar.destination_id = destination.destination_id\n)\n\nselect * from mar_join", "relation_name": "\"postgres\".\"33_fivetran_platform_integration_tests_fivetran_platform\".\"fivetran_platform__mar_table_history\""}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-05-11T07:51:42.019176Z", "completed_at": "2024-05-11T07:51:42.045266Z"}, {"name": "execute", "started_at": "2024-05-11T07:51:42.047582Z", "completed_at": "2024-05-11T07:51:42.047586Z"}], "thread_id": "Thread-1", "execution_time": 0.05344820022583008, "adapter_response": {}, "message": null, "failures": null, "unique_id": "model.fivetran_log.fivetran_platform__connector_status", "compiled": true, "compiled_code": "with transformation_removal as (\n\n select \n *,\n case when event_subtype in ('status', 'sync_end')\n then message_data\n else null \n end as filtered_message_data\n from \"postgres\".\"33_fivetran_platform_integration_tests_fivetran_platform\".\"stg_fivetran_platform__log\"\n where transformation_id is null\n),\n\nparse_json as (\n select\n *,\n \n\n case when filtered_message_data ~ '^\\s*[\\{].*[\\}]?\\s*$' -- Postgres has no native json check, so this will check the string for indicators of a JSON object\n then filtered_message_data::jsonb #>> '{status}'\n else null end\n\n as log_status,\n \n\n case when filtered_message_data ~ '^\\s*[\\{].*[\\}]?\\s*$' -- Postgres has no native json check, so this will check the string for indicators of a JSON object\n then filtered_message_data::jsonb #>> '{reason}'\n else null end\n\n as log_reason\n from transformation_removal\n),\n\nconnector_log as (\n select \n *,\n sum( case when event_subtype in ('sync_start') then 1 else 0 end) over ( partition by connector_id \n order by created_at rows unbounded preceding) as sync_batch_id\n from parse_json\n -- only looking at errors, warnings, and syncs here\n where event_type = 'SEVERE'\n or event_type = 'WARNING'\n or event_subtype like 'sync%'\n or (event_subtype = 'status' \n and log_status = 'RESCHEDULED'\n and log_reason like '%intended behavior%'\n ) -- for priority-first syncs. these should be captured by event_type = 'WARNING' but let's make sure\n or (event_subtype = 'status' \n and log_status = 'SUCCESSFUL'\n )\n -- whole reason is \"We have rescheduled the connector to force flush data from the forward sync into your destination. This is intended behavior and means that the connector is working as expected.\"\n),\n\nschema_changes as (\n\n select\n connector_id,\n count(*) as number_of_schema_changes_last_month\n\n from \"postgres\".\"33_fivetran_platform_integration_tests_fivetran_platform\".\"stg_fivetran_platform__log\"\n\n where \n \n ((\n current_timestamp::timestamp\n)::date - (created_at)::date)\n <= 30\n and event_subtype in ('create_table', 'alter_table', 'create_schema', 'change_schema_config')\n\n group by connector_id\n\n),\n\nconnector as (\n\n select *\n from \"postgres\".\"33_fivetran_platform_integration_tests_fivetran_platform\".\"stg_fivetran_platform__connector\"\n\n),\n\ndestination as (\n\n select * \n from \"postgres\".\"33_fivetran_platform_integration_tests_fivetran_platform\".\"stg_fivetran_platform__destination\"\n),\n\nconnector_metrics as (\n\n select\n connector.connector_id,\n connector.connector_name,\n connector.connector_type,\n connector.destination_id,\n connector.is_paused,\n connector.set_up_at,\n connector.is_deleted,\n max(case when connector_log.event_subtype = 'sync_start' then connector_log.created_at else null end) as last_sync_started_at,\n\n max(case when connector_log.event_subtype = 'sync_end' \n then connector_log.created_at else null end) as last_sync_completed_at,\n\n max(case when connector_log.event_subtype in ('status', 'sync_end')\n and connector_log.log_status = 'SUCCESSFUL'\n then connector_log.created_at else null end) as last_successful_sync_completed_at,\n\n\n max(case when connector_log.event_subtype = 'sync_end' \n then connector_log.sync_batch_id else null end) as last_sync_batch_id,\n\n max(case when connector_log.event_subtype in ('status', 'sync_end')\n and connector_log.log_status = 'RESCHEDULED'\n and connector_log.log_reason like '%intended behavior%'\n then connector_log.created_at else null end) as last_priority_first_sync_completed_at,\n \n\n max(case when connector_log.event_type = 'SEVERE' then connector_log.created_at else null end) as last_error_at,\n\n max(case when connector_log.event_type = 'SEVERE' then connector_log.sync_batch_id else null end) as last_error_batch,\n max(case when event_type = 'WARNING' then connector_log.created_at else null end) as last_warning_at\n\n from connector \n left join connector_log \n on connector_log.connector_id = connector.connector_id\n group by connector.connector_id, connector.connector_name, connector.connector_type, connector.destination_id, connector.is_paused, connector.set_up_at, connector.is_deleted\n),\n\nconnector_health_status as (\n\n select\n *,\n case \n -- connector is deleted\n when is_deleted then 'deleted'\n\n -- connector is paused\n when is_paused then 'paused'\n\n -- a sync has never been attempted\n when last_sync_started_at is null then 'incomplete'\n\n -- a priority-first sync has occurred, but a normal sync has not\n when last_priority_first_sync_completed_at is not null and last_sync_completed_at is null then 'priority first sync'\n\n -- a priority sync has occurred more recently than a normal one (may occurr if the connector has been paused and resumed)\n when last_priority_first_sync_completed_at > last_sync_completed_at then 'priority first sync'\n\n -- a sync has been attempted, but not completed, and it's not due to errors. also a priority-first sync hasn't\n when last_sync_completed_at is null and last_error_at is null then 'initial sync in progress'\n\n -- the last attempted sync had an error\n when last_sync_batch_id = last_error_batch then 'broken'\n\n -- there's never been a successful sync and there have been errors\n when last_sync_completed_at is null and last_error_at is not null then 'broken'\n\n else 'connected' end as connector_health\n\n from connector_metrics\n),\n\n-- Joining with log to grab pertinent error/warning messagees\nconnector_recent_logs as (\n\n select \n connector_health_status.connector_id,\n connector_health_status.connector_name,\n connector_health_status.connector_type,\n connector_health_status.destination_id,\n connector_health_status.connector_health,\n connector_health_status.last_successful_sync_completed_at,\n connector_health_status.last_sync_started_at,\n connector_health_status.last_sync_completed_at,\n connector_health_status.set_up_at,\n connector_log.event_subtype,\n connector_log.event_type,\n connector_log.message_data\n\n from connector_health_status \n left join connector_log \n on connector_log.connector_id = connector_health_status.connector_id\n -- limiting relevance to since the last successful sync completion (if there has been one)\n and connector_log.created_at > coalesce(connector_health_status.last_sync_completed_at, connector_health_status.last_priority_first_sync_completed_at, '2000-01-01') \n -- only looking at errors and warnings (excluding syncs - both normal and priority first)\n and connector_log.event_type != 'INFO' \n -- need to explicitly avoid priority first statuses because they are of event_type WARNING\n and not (connector_log.event_subtype = 'status' \n and connector_log.log_status = 'RESCHEDULED'\n and connector_log.log_reason like '%intended behavior%')\n\n group by -- remove duplicates, need explicit group by for SQL Server\n connector_health_status.connector_id,\n connector_health_status.connector_name,\n connector_health_status.connector_type,\n connector_health_status.destination_id,\n connector_health_status.connector_health,\n connector_health_status.last_successful_sync_completed_at,\n connector_health_status.last_sync_started_at,\n connector_health_status.last_sync_completed_at,\n connector_health_status.set_up_at,\n connector_log.event_subtype,\n connector_log.event_type,\n connector_log.message_data\n),\n\nfinal as (\n\n select\n connector_recent_logs.connector_id,\n connector_recent_logs.connector_name,\n connector_recent_logs.connector_type,\n connector_recent_logs.destination_id,\n destination.destination_name,\n connector_recent_logs.connector_health,\n connector_recent_logs.last_successful_sync_completed_at,\n connector_recent_logs.last_sync_started_at,\n connector_recent_logs.last_sync_completed_at,\n connector_recent_logs.set_up_at,\n coalesce(schema_changes.number_of_schema_changes_last_month, 0) as number_of_schema_changes_last_month,\n count(case when connector_recent_logs.event_type = 'SEVERE' then connector_recent_logs.message_data else null end) as number_errors_since_last_completed_sync,\n count(case when connector_recent_logs.event_type = 'WARNING' then connector_recent_logs.message_data else null end) as number_warnings_since_last_completed_sync\n\n from connector_recent_logs\n left join schema_changes \n on connector_recent_logs.connector_id = schema_changes.connector_id \n\n join destination on destination.destination_id = connector_recent_logs.destination_id\n\n -- need explicit group bys for SQL Server\n group by \n connector_recent_logs.connector_id, \n connector_recent_logs.connector_name, \n connector_recent_logs.connector_type, \n connector_recent_logs.destination_id, \n destination.destination_name, \n connector_recent_logs.connector_health, \n connector_recent_logs.last_successful_sync_completed_at, \n connector_recent_logs.last_sync_started_at, \n connector_recent_logs.last_sync_completed_at, \n connector_recent_logs.set_up_at, \n schema_changes.number_of_schema_changes_last_month\n)\n\nselect * \nfrom final", "relation_name": "\"postgres\".\"33_fivetran_platform_integration_tests_fivetran_platform\".\"fivetran_platform__connector_status\""}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-05-11T07:51:41.998921Z", "completed_at": "2024-05-11T07:51:42.045975Z"}, {"name": "execute", "started_at": "2024-05-11T07:51:42.048746Z", "completed_at": "2024-05-11T07:51:42.048749Z"}], "thread_id": "Thread-2", "execution_time": 0.056405067443847656, "adapter_response": {}, "message": null, "failures": null, "unique_id": "model.fivetran_log.fivetran_platform__audit_user_activity", "compiled": true, "compiled_code": "with logs as (\n\n select \n *,\n \n\n case when message_data ~ '^\\s*[\\{].*[\\}]?\\s*$' -- Postgres has no native json check, so this will check the string for indicators of a JSON object\n then message_data::jsonb #>> '{actor}'\n else null end\n\n as actor_email\n from \"postgres\".\"33_fivetran_platform_integration_tests_fivetran_platform\".\"stg_fivetran_platform__log\"\n where lower(message_data) like '%actor%'\n),\n\nuser_logs as (\n\n select *\n from logs\n where actor_email is not null \n and lower(actor_email) != 'fivetran'\n),\n\nconnector as (\n\n select *\n from \"postgres\".\"33_fivetran_platform_integration_tests_fivetran_platform\".\"stg_fivetran_platform__connector\"\n),\n\ndestination as (\n\n select *\n from \"postgres\".\"33_fivetran_platform_integration_tests_fivetran_platform\".\"stg_fivetran_platform__destination\"\n),\nusers as (\n\n select *\n from \"postgres\".\"33_fivetran_platform_integration_tests_fivetran_platform\".\"stg_fivetran_platform__user\"\n),\n destination_membership as (\n\n select *\n from \"postgres\".\"33_fivetran_platform_integration_tests_fivetran_platform\".\"stg_fivetran_platform__destination_membership\"\n ),\n final as (\n\n select\n date_trunc('day', user_logs.created_at) as date_day,\n \n to_char(user_logs.created_at, 'FMDy') as day_name,\n date_part('day', user_logs.created_at) as day_of_month,\n user_logs.created_at as occurred_at,\n destination.destination_name,\n destination.destination_id,\n connector.connector_name,\n connector.connector_id,\n user_logs.actor_email as email,\n users.first_name,\n users.last_name,\n users.user_id,\n destination_membership.destination_role,\n user_logs.event_type, -- should always be INFO for user-triggered actions but include just in case\n user_logs.event_subtype,\n user_logs.message_data,\n user_logs.log_id\n\n from user_logs\n left join connector\n on user_logs.connector_id = connector.connector_id\n left join destination\n on connector.destination_id = destination.destination_id\n left join users \n on lower(users.email) = lower(user_logs.actor_email)\n left join destination_membership\n on destination.destination_id = destination_membership.destination_id\n and users.user_id = destination_membership.user_id\n\n )\n\nselect *\nfrom final", "relation_name": "\"postgres\".\"33_fivetran_platform_integration_tests_fivetran_platform\".\"fivetran_platform__audit_user_activity\""}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-05-11T07:51:42.040007Z", "completed_at": "2024-05-11T07:51:42.047004Z"}, {"name": "execute", "started_at": "2024-05-11T07:51:42.049788Z", "completed_at": "2024-05-11T07:51:42.049792Z"}], "thread_id": "Thread-5", "execution_time": 0.05368924140930176, "adapter_response": {}, "message": null, "failures": null, "unique_id": "test.fivetran_log.dbt_utils_unique_combination_of_columns_stg_fivetran_platform__connector_connector_name__destination_id.38a4da659a", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n connector_name, destination_id\n from \"postgres\".\"33_fivetran_platform_integration_tests_fivetran_platform\".\"stg_fivetran_platform__connector\"\n group by connector_name, destination_id\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-05-11T07:51:42.057217Z", "completed_at": "2024-05-11T07:51:42.134166Z"}, {"name": "execute", "started_at": "2024-05-11T07:51:42.137024Z", "completed_at": "2024-05-11T07:51:42.137030Z"}], "thread_id": "Thread-8", "execution_time": 0.08617281913757324, "adapter_response": {}, "message": null, "failures": null, "unique_id": "model.fivetran_log.fivetran_platform__usage_mar_destination_history", "compiled": true, "compiled_code": "with table_mar as (\n \n select *\n from \"postgres\".\"33_fivetran_platform_integration_tests_fivetran_platform\".\"fivetran_platform__mar_table_history\"\n),\n\ncredits_used as (\n\n select *\n from \"postgres\".\"33_fivetran_platform_integration_tests_fivetran_platform\".\"stg_fivetran_platform__credits_used\"\n),\n\nuseage_cost as (\n\n select *\n from \"postgres\".\"33_fivetran_platform_integration_tests_fivetran_platform\".\"stg_fivetran_platform__usage_cost\"\n),\n\ndestination_mar as (\n\n select \n cast(measured_month as date) as measured_month,\n destination_id,\n destination_name,\n sum(free_monthly_active_rows) as free_monthly_active_rows,\n sum(paid_monthly_active_rows) as paid_monthly_active_rows,\n sum(total_monthly_active_rows) as total_monthly_active_rows\n from table_mar\n group by measured_month, destination_id, destination_name\n),\n\nusage as (\n\n select \n coalesce(credits_used.destination_id, useage_cost.destination_id) as destination_id,\n credits_used.credits_spent,\n useage_cost.dollars_spent,\n cast(concat(coalesce(credits_used.measured_month,useage_cost.measured_month), '-01') as date) as measured_month -- match date format to join with MAR table\n from credits_used\n full outer join useage_cost\n on useage_cost.measured_month = credits_used.measured_month\n and useage_cost.destination_id = credits_used.destination_id\n),\n\njoin_usage_mar as (\n\n select \n destination_mar.measured_month,\n destination_mar.destination_id,\n destination_mar.destination_name,\n usage.credits_spent,\n usage.dollars_spent,\n destination_mar.free_monthly_active_rows,\n destination_mar.paid_monthly_active_rows,\n destination_mar.total_monthly_active_rows,\n\n -- credit and usage mar calculations\n round( cast(nullif(usage.credits_spent,0) * 1000000.0 as numeric(28,6)) / cast(nullif(destination_mar.total_monthly_active_rows,0) as numeric(28,6)), 2) as credits_spent_per_million_mar,\n round( cast(nullif(destination_mar.total_monthly_active_rows,0) * 1.0 as numeric(28,6)) / cast(nullif(usage.credits_spent,0) as numeric(28,6)), 0) as mar_per_credit_spent,\n round( cast(nullif(usage.dollars_spent,0) * 1000000.0 as numeric(28,6)) / cast(nullif(destination_mar.total_monthly_active_rows,0) as numeric(28,6)), 2) as amount_spent_per_million_mar,\n round( cast(nullif(destination_mar.total_monthly_active_rows,0) * 1.0 as numeric(28,6)) / cast(nullif(usage.dollars_spent,0) as numeric(28,6)), 0) as mar_per_amount_spent\n from destination_mar \n left join usage \n on destination_mar.measured_month = cast(usage.measured_month as date)\n and destination_mar.destination_id = usage.destination_id\n)\n\nselect * \nfrom join_usage_mar", "relation_name": "\"postgres\".\"33_fivetran_platform_integration_tests_fivetran_platform\".\"fivetran_platform__usage_mar_destination_history\""}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-05-11T07:51:42.122887Z", "completed_at": "2024-05-11T07:51:42.134574Z"}, {"name": "execute", "started_at": "2024-05-11T07:51:42.137304Z", "completed_at": "2024-05-11T07:51:42.137308Z"}], "thread_id": "Thread-7", "execution_time": 0.08388614654541016, "adapter_response": {}, "message": null, "failures": null, "unique_id": "model.fivetran_log.fivetran_platform__schema_changelog", "compiled": true, "compiled_code": "with schema_changes as (\n\n select *\n from \"postgres\".\"33_fivetran_platform_integration_tests_fivetran_platform\".\"stg_fivetran_platform__log\"\n\n where event_subtype in ('create_table', 'alter_table', 'create_schema', 'change_schema_config')\n),\n\nconnector as (\n\n select *\n from \"postgres\".\"33_fivetran_platform_integration_tests_fivetran_platform\".\"fivetran_platform__connector_status\"\n),\n\nadd_connector_info as (\n\n select \n schema_changes.*,\n connector.connector_name,\n connector.destination_id,\n connector.destination_name\n\n from schema_changes join connector \n on schema_changes.connector_id = connector.connector_id\n),\n\nfinal as (\n\n select\n connector_id,\n connector_name,\n destination_id,\n destination_name,\n created_at,\n event_subtype,\n message_data,\n\n case \n when event_subtype = 'alter_table' then \n\n case when message_data ~ '^\\s*[\\{].*[\\}]?\\s*$' -- Postgres has no native json check, so this will check the string for indicators of a JSON object\n then message_data::jsonb #>> '{table}'\n else null end\n\n \n when event_subtype = 'create_table' then \n\n case when message_data ~ '^\\s*[\\{].*[\\}]?\\s*$' -- Postgres has no native json check, so this will check the string for indicators of a JSON object\n then message_data::jsonb #>> '{name}'\n else null end\n\n\n else null end as table_name,\n\n case \n when event_subtype = 'create_schema' or event_subtype = 'create_table' then \n\n case when message_data ~ '^\\s*[\\{].*[\\}]?\\s*$' -- Postgres has no native json check, so this will check the string for indicators of a JSON object\n then message_data::jsonb #>> '{schema}'\n else null end\n\n\n else null end as schema_name\n \n from add_connector_info\n)\n\nselect * from final", "relation_name": "\"postgres\".\"33_fivetran_platform_integration_tests_fivetran_platform\".\"fivetran_platform__schema_changelog\""}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-05-11T07:51:42.129726Z", "completed_at": "2024-05-11T07:51:42.134962Z"}, {"name": "execute", "started_at": "2024-05-11T07:51:42.137596Z", "completed_at": "2024-05-11T07:51:42.137599Z"}], "thread_id": "Thread-1", "execution_time": 0.08340811729431152, "adapter_response": {}, "message": null, "failures": null, "unique_id": "test.fivetran_log.dbt_utils_unique_combination_of_columns_fivetran_platform__audit_user_activity_log_id__occurred_at.be572689a3", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n log_id, occurred_at\n from \"postgres\".\"33_fivetran_platform_integration_tests_fivetran_platform\".\"fivetran_platform__audit_user_activity\"\n group by log_id, occurred_at\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-05-11T07:51:42.126784Z", "completed_at": "2024-05-11T07:51:42.135250Z"}, {"name": "execute", "started_at": "2024-05-11T07:51:42.137881Z", "completed_at": "2024-05-11T07:51:42.137885Z"}], "thread_id": "Thread-4", "execution_time": 0.08429694175720215, "adapter_response": {}, "message": null, "failures": null, "unique_id": "test.fivetran_log.dbt_utils_unique_combination_of_columns_fivetran_platform__connector_status_connector_id__destination_id.1d83a6dd89", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n connector_id, destination_id\n from \"postgres\".\"33_fivetran_platform_integration_tests_fivetran_platform\".\"fivetran_platform__connector_status\"\n group by connector_id, destination_id\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-05-11T07:51:42.064458Z", "completed_at": "2024-05-11T07:51:42.135493Z"}, {"name": "execute", "started_at": "2024-05-11T07:51:42.138179Z", "completed_at": "2024-05-11T07:51:42.138181Z"}], "thread_id": "Thread-6", "execution_time": 0.08752608299255371, "adapter_response": {}, "message": null, "failures": null, "unique_id": "test.fivetran_log.dbt_utils_unique_combination_of_columns_fivetran_platform__mar_table_history_connector_id__destination_id__schema_name__table_name__measured_month.b7babb1441", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n connector_id, destination_id, schema_name, table_name, measured_month\n from \"postgres\".\"33_fivetran_platform_integration_tests_fivetran_platform\".\"fivetran_platform__mar_table_history\"\n group by connector_id, destination_id, schema_name, table_name, measured_month\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-05-11T07:51:42.146525Z", "completed_at": "2024-05-11T07:51:42.149694Z"}, {"name": "execute", "started_at": "2024-05-11T07:51:42.150215Z", "completed_at": "2024-05-11T07:51:42.150219Z"}], "thread_id": "Thread-5", "execution_time": 0.004752159118652344, "adapter_response": {}, "message": null, "failures": null, "unique_id": "test.fivetran_log.dbt_utils_unique_combination_of_columns_fivetran_platform__usage_mar_destination_history_destination_id__measured_month.05f6419efd", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n destination_id, measured_month\n from \"postgres\".\"33_fivetran_platform_integration_tests_fivetran_platform\".\"fivetran_platform__usage_mar_destination_history\"\n group by destination_id, measured_month\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-05-11T07:51:42.142280Z", "completed_at": "2024-05-11T07:51:42.150988Z"}, {"name": "execute", "started_at": "2024-05-11T07:51:42.151496Z", "completed_at": "2024-05-11T07:51:42.151499Z"}], "thread_id": "Thread-6", "execution_time": 0.010251998901367188, "adapter_response": {}, "message": null, "failures": null, "unique_id": "test.fivetran_log.dbt_utils_unique_combination_of_columns_fivetran_platform__schema_changelog_connector_id__destination_id__message_data__created_at.cc39f64493", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n connector_id, destination_id, message_data, created_at\n from \"postgres\".\"33_fivetran_platform_integration_tests_fivetran_platform\".\"fivetran_platform__schema_changelog\"\n group by connector_id, destination_id, message_data, created_at\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-05-11T07:51:42.103384Z", "completed_at": "2024-05-11T07:51:42.756206Z"}, {"name": "execute", "started_at": "2024-05-11T07:51:42.757303Z", "completed_at": "2024-05-11T07:51:42.757320Z"}], "thread_id": "Thread-3", "execution_time": 0.7607290744781494, "adapter_response": {}, "message": null, "failures": null, "unique_id": "model.fivetran_log.fivetran_platform__connector_daily_events", "compiled": true, "compiled_code": "-- depends_on: \"postgres\".\"33_fivetran_platform_integration_tests\".\"connector\"\n\nwith connector as (\n \n select * \n from \"postgres\".\"33_fivetran_platform_integration_tests_fivetran_platform\".\"fivetran_platform__connector_status\"\n),\n\n-- grab api calls, schema changes, and record modifications\nlog_events as (\n\n select \n connector_id,\n cast( date_trunc('day', created_at) as date) as date_day,\n case \n when event_subtype in ('create_table', 'alter_table', 'create_schema', 'change_schema_config') then 'schema_change' \n else event_subtype end as event_subtype,\n\n sum(case when event_subtype = 'records_modified' then cast( \n\n case when message_data ~ '^\\s*[\\{].*[\\}]?\\s*$' -- Postgres has no native json check, so this will check the string for indicators of a JSON object\n then message_data::jsonb #>> '{count}'\n else null end\n\n as bigint )\n else 1 end) as count_events \n\n from \"postgres\".\"33_fivetran_platform_integration_tests_fivetran_platform\".\"stg_fivetran_platform__log\"\n\n where event_subtype in ('api_call', \n 'records_modified', \n 'create_table', 'alter_table', 'create_schema', 'change_schema_config') -- all schema changes\n \n and connector_id is not null\n\n group by connector_id, cast( date_trunc('day', created_at) as date), event_subtype\n),\n\npivot_out_events as (\n\n select\n connector_id,\n date_day,\n max(case when event_subtype = 'api_call' then count_events else 0 end) as count_api_calls,\n max(case when event_subtype = 'records_modified' then count_events else 0 end) as count_record_modifications,\n max(case when event_subtype = 'schema_change' then count_events else 0 end) as count_schema_changes\n\n from log_events\n group by connector_id, date_day\n), \n\nconnector_event_counts as (\n\n select\n pivot_out_events.date_day,\n pivot_out_events.count_api_calls,\n pivot_out_events.count_record_modifications,\n pivot_out_events.count_schema_changes,\n connector.connector_name,\n connector.connector_id,\n connector.connector_type,\n connector.destination_name,\n connector.destination_id,\n connector.set_up_at\n from\n connector left join pivot_out_events \n on pivot_out_events.connector_id = connector.connector_id\n),\n\nspine as (\n\n \n \n \n \n \n\n select \n cast(date_day as date) as date_day\n from (\n \n\n \n\n\n\n\n\nwith rawdata as (\n\n \n\n \n\n with p as (\n select 0 as generated_number union all select 1\n ), unioned as (\n\n select\n\n \n p0.generated_number * power(2, 0)\n + \n \n p1.generated_number * power(2, 1)\n + \n \n p2.generated_number * power(2, 2)\n + \n \n p3.generated_number * power(2, 3)\n + \n \n p4.generated_number * power(2, 4)\n + \n \n p5.generated_number * power(2, 5)\n + \n \n p6.generated_number * power(2, 6)\n + \n \n p7.generated_number * power(2, 7)\n + \n \n p8.generated_number * power(2, 8)\n + \n \n p9.generated_number * power(2, 9)\n + \n \n p10.generated_number * power(2, 10)\n \n \n + 1\n as generated_number\n\n from\n\n \n p as p0\n cross join \n \n p as p1\n cross join \n \n p as p2\n cross join \n \n p as p3\n cross join \n \n p as p4\n cross join \n \n p as p5\n cross join \n \n p as p6\n cross join \n \n p as p7\n cross join \n \n p as p8\n cross join \n \n p as p9\n cross join \n \n p as p10\n \n \n\n )\n\n select *\n from unioned\n where generated_number <= 1884\n order by generated_number\n\n\n\n),\n\nall_periods as (\n\n select (\n \n\n cast('2019-03-22' as date) + ((interval '1 day') * (row_number() over (order by 1) - 1))\n\n\n ) as date_day\n from rawdata\n\n),\n\nfiltered as (\n\n select *\n from all_periods\n where date_day <= \n\n date_trunc('day', \n current_timestamp::timestamp\n) + ((interval '1 week') * (1))\n\n\n\n)\n\nselect * from filtered\n\n\n \n \n ) as date_spine\n),\n\nconnector_event_history as (\n\n select\n spine.date_day,\n connector_event_counts.connector_name,\n connector_event_counts.connector_id,\n connector_event_counts.connector_type,\n connector_event_counts.destination_name,\n connector_event_counts.destination_id,\n max(case \n when spine.date_day = connector_event_counts.date_day then connector_event_counts.count_api_calls\n else 0\n end) as count_api_calls,\n max(case \n when spine.date_day = connector_event_counts.date_day then connector_event_counts.count_record_modifications\n else 0\n end) as count_record_modifications,\n max(case \n when spine.date_day = connector_event_counts.date_day then connector_event_counts.count_schema_changes\n else 0\n end) as count_schema_changes\n from\n spine join connector_event_counts\n on spine.date_day >= cast(date_trunc('day', cast(connector_event_counts.set_up_at as date)) as date)\n\n group by spine.date_day, connector_name, connector_id, connector_type, destination_name, destination_id\n),\n\n-- now rejoin spine to get a complete calendar\njoin_event_history as (\n \n select\n spine.date_day,\n connector_event_history.connector_name,\n connector_event_history.connector_id,\n connector_event_history.connector_type,\n connector_event_history.destination_name,\n connector_event_history.destination_id,\n max(connector_event_history.count_api_calls) as count_api_calls,\n max(connector_event_history.count_record_modifications) as count_record_modifications,\n max(connector_event_history.count_schema_changes) as count_schema_changes\n\n from\n spine left join connector_event_history\n on spine.date_day = connector_event_history.date_day\n\n group by spine.date_day, connector_name, connector_id, connector_type, destination_name, destination_id\n),\n\nfinal as (\n\n select *\n from join_event_history\n\n where date_day <= cast(\n current_timestamp::timestamp\n as date)\n)\n\nselect *\nfrom final", "relation_name": "\"postgres\".\"33_fivetran_platform_integration_tests_fivetran_platform\".\"fivetran_platform__connector_daily_events\""}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-05-11T07:51:42.819606Z", "completed_at": "2024-05-11T07:51:42.828236Z"}, {"name": "execute", "started_at": "2024-05-11T07:51:42.829299Z", "completed_at": "2024-05-11T07:51:42.829307Z"}], "thread_id": "Thread-7", "execution_time": 0.012450933456420898, "adapter_response": {}, "message": null, "failures": null, "unique_id": "test.fivetran_log.dbt_utils_unique_combination_of_columns_fivetran_platform__connector_daily_events_connector_id__destination_id__date_day.a279340e8f", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n connector_id, destination_id, date_day\n from \"postgres\".\"33_fivetran_platform_integration_tests_fivetran_platform\".\"fivetran_platform__connector_daily_events\"\n group by connector_id, destination_id, date_day\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-05-11T07:51:42.097078Z", "completed_at": "2024-05-11T07:51:43.115652Z"}, {"name": "execute", "started_at": "2024-05-11T07:51:43.116487Z", "completed_at": "2024-05-11T07:51:43.116495Z"}], "thread_id": "Thread-2", "execution_time": 1.0632691383361816, "adapter_response": {}, "message": null, "failures": null, "unique_id": "model.fivetran_log.fivetran_platform__audit_table", "compiled": true, "compiled_code": "\n\nwith base as (\n \n select *\n from \"postgres\".\"33_fivetran_platform_integration_tests_fivetran_platform\".\"stg_fivetran_platform__log\"\n where event_subtype in ('sync_start', 'sync_end', 'write_to_table_start', 'write_to_table_end', 'records_modified')\n\n \n and cast(created_at as date) > \n\n\n\n \n\n \n\n cast('2021-12-10' as date) + ((interval '1 day') * (-7))\n\n\n\n\n \n),\n\nsync_log as (\n select \n *,\n \n\n case when message_data ~ '^\\s*[\\{].*[\\}]?\\s*$' -- Postgres has no native json check, so this will check the string for indicators of a JSON object\n then message_data::jsonb #>> '{table}'\n else null end\n\n as table_name,\n cast(null as TEXT) as schema_name,\n cast(null as TEXT) as operation_type,\n cast(null as bigint) as row_count\n from base\n where event_subtype in ('sync_start', 'sync_end', 'write_to_table_start', 'write_to_table_end')\n\n union all\n\n select \n *,\n \n\n case when message_data ~ '^\\s*[\\{].*[\\}]?\\s*$' -- Postgres has no native json check, so this will check the string for indicators of a JSON object\n then message_data::jsonb #>> '{table}'\n else null end\n\n as table_name,\n \n\n case when message_data ~ '^\\s*[\\{].*[\\}]?\\s*$' -- Postgres has no native json check, so this will check the string for indicators of a JSON object\n then message_data::jsonb #>> '{schema}'\n else null end\n\n as schema_name,\n \n\n case when message_data ~ '^\\s*[\\{].*[\\}]?\\s*$' -- Postgres has no native json check, so this will check the string for indicators of a JSON object\n then message_data::jsonb #>> '{operationType}'\n else null end\n\n as operation_type,\n cast (\n\n case when message_data ~ '^\\s*[\\{].*[\\}]?\\s*$' -- Postgres has no native json check, so this will check the string for indicators of a JSON object\n then message_data::jsonb #>> '{count}'\n else null end\n\n as bigint) as row_count\n from base\n where event_subtype = 'records_modified'\n),\n\nconnector as (\n\n select *\n from \"postgres\".\"33_fivetran_platform_integration_tests_fivetran_platform\".\"fivetran_platform__connector_status\"\n),\n\nadd_connector_info as (\n\n select \n sync_log.*,\n connector.connector_name,\n connector.destination_id,\n connector.destination_name\n from sync_log \n left join connector\n on connector.connector_id = sync_log.connector_id\n),\n\nsync_timestamps as (\n\n select\n connector_id,\n connector_name,\n table_name,\n event_subtype,\n destination_id,\n destination_name,\n created_at as write_to_table_start,\n min(case when event_subtype = 'write_to_table_end' then created_at else null end) \n over (partition by connector_id, table_name order by created_at ROWS between CURRENT ROW AND UNBOUNDED FOLLOWING) as write_to_table_end,\n\n max(case when event_subtype = 'sync_start' then created_at else null end) \n over (partition by connector_id order by created_at ROWS between UNBOUNDED PRECEDING and CURRENT ROW) as sync_start,\n\n min(case when event_subtype = 'sync_end' then created_at else null end) \n over (partition by connector_id order by created_at ROWS between CURRENT ROW AND UNBOUNDED FOLLOWING) as sync_end, -- coalesce with next_sync_start\n\n min(case when event_subtype = 'sync_start' then created_at else null end) \n over (partition by connector_id order by created_at ROWS between CURRENT ROW AND UNBOUNDED FOLLOWING) as next_sync_start\n from add_connector_info\n),\n\n-- this will be the base for every record in the final CTE\nlimit_to_table_starts as (\n\n select *\n from sync_timestamps \n where event_subtype = 'write_to_table_start'\n),\n\nrecords_modified_log as (\n\n select \n connector_id,\n created_at,\n table_name,\n schema_name,\n operation_type,\n row_count\n from sync_log \n where event_subtype = 'records_modified'\n),\n\nsum_records_modified as (\n\n select\n limit_to_table_starts.connector_id,\n limit_to_table_starts.connector_name,\n coalesce(records_modified_log.schema_name, limit_to_table_starts.connector_name) as schema_name,\n limit_to_table_starts.table_name,\n limit_to_table_starts.destination_id,\n limit_to_table_starts.destination_name,\n limit_to_table_starts.write_to_table_start,\n limit_to_table_starts.write_to_table_end,\n limit_to_table_starts.sync_start,\n case when limit_to_table_starts.sync_end > limit_to_table_starts.next_sync_start then null else limit_to_table_starts.sync_end end as sync_end,\n sum(case when records_modified_log.operation_type = 'REPLACED_OR_INSERTED' then records_modified_log.row_count else 0 end) as sum_rows_replaced_or_inserted,\n sum(case when records_modified_log.operation_type = 'UPDATED' then records_modified_log.row_count else 0 end) as sum_rows_updated,\n sum(case when records_modified_log.operation_type = 'DELETED' then records_modified_log.row_count else 0 end) as sum_rows_deleted\n from limit_to_table_starts\n left join records_modified_log on \n limit_to_table_starts.connector_id = records_modified_log.connector_id\n and limit_to_table_starts.table_name = records_modified_log.table_name\n\n -- confine it to one sync\n and records_modified_log.created_at > limit_to_table_starts.sync_start \n and records_modified_log.created_at < coalesce(limit_to_table_starts.sync_end, limit_to_table_starts.next_sync_start) \n\n -- explicit group by needed for SQL Server\n group by \n limit_to_table_starts.connector_id,\n limit_to_table_starts.connector_name,\n coalesce(records_modified_log.schema_name, limit_to_table_starts.connector_name),\n limit_to_table_starts.table_name,\n limit_to_table_starts.destination_id,\n limit_to_table_starts.destination_name,\n limit_to_table_starts.write_to_table_start,\n limit_to_table_starts.write_to_table_end,\n limit_to_table_starts.sync_start,\n case when limit_to_table_starts.sync_end > limit_to_table_starts.next_sync_start then null else limit_to_table_starts.sync_end end\n),\n\nfinal as (\n\n select \n *,\n md5(cast(coalesce(cast(schema_name as TEXT), '_dbt_utils_surrogate_key_null_') || '-' || coalesce(cast(connector_id as TEXT), '_dbt_utils_surrogate_key_null_') || '-' || coalesce(cast(destination_id as TEXT), '_dbt_utils_surrogate_key_null_') || '-' || coalesce(cast(table_name as TEXT), '_dbt_utils_surrogate_key_null_') || '-' || coalesce(cast(write_to_table_start as TEXT), '_dbt_utils_surrogate_key_null_') as TEXT)) as unique_table_sync_key, -- for incremental materialization \n cast(date_trunc('day', sync_start) as date) as sync_start_day -- for partitioning\n from sum_records_modified\n)\n\nselect *\nfrom final", "relation_name": "\"postgres\".\"33_fivetran_platform_integration_tests_fivetran_platform\".\"fivetran_platform__audit_table\""}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-05-11T07:51:43.125389Z", "completed_at": "2024-05-11T07:51:43.129412Z"}, {"name": "execute", "started_at": "2024-05-11T07:51:43.130684Z", "completed_at": "2024-05-11T07:51:43.130690Z"}], "thread_id": "Thread-8", "execution_time": 0.01165914535522461, "adapter_response": {}, "message": null, "failures": null, "unique_id": "test.fivetran_log.unique_fivetran_platform__audit_table_unique_table_sync_key.308ad058f7", "compiled": true, "compiled_code": "\n \n \n\nselect\n unique_table_sync_key as unique_field,\n count(*) as n_records\n\nfrom \"postgres\".\"33_fivetran_platform_integration_tests_fivetran_platform\".\"fivetran_platform__audit_table\"\nwhere unique_table_sync_key is not null\ngroup by unique_table_sync_key\nhaving count(*) > 1\n\n\n", "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-05-11T07:51:43.121104Z", "completed_at": "2024-05-11T07:51:43.129761Z"}, {"name": "execute", "started_at": "2024-05-11T07:51:43.131018Z", "completed_at": "2024-05-11T07:51:43.131022Z"}], "thread_id": "Thread-4", "execution_time": 0.01291799545288086, "adapter_response": {}, "message": null, "failures": null, "unique_id": "test.fivetran_log.not_null_fivetran_platform__audit_table_unique_table_sync_key.d6c37e48af", "compiled": true, "compiled_code": "\n \n \n\n\n\nselect unique_table_sync_key\nfrom \"postgres\".\"33_fivetran_platform_integration_tests_fivetran_platform\".\"fivetran_platform__audit_table\"\nwhere unique_table_sync_key is null\n\n\n", "relation_name": null}], "elapsed_time": 4.337543964385986, "args": {"log_level_file": "debug", "partial_parse_file_diff": true, "log_path": "/Users/catherinefritz/Documents/dbt_packages/fivetran_log/dbt_fivetran_log/integration_tests/logs", "profiles_dir": "/Users/catherinefritz/.dbt", "vars": {}, "project_dir": "/Users/catherinefritz/Documents/dbt_packages/fivetran_log/dbt_fivetran_log/integration_tests", "warn_error_options": {"include": [], "exclude": []}, "log_file_max_bytes": 10485760, "version_check": true, "empty_catalog": false, "populate_cache": true, "log_format": "default", "printer_width": 80, "strict_mode": false, "write_json": true, "enable_legacy_logger": false, "favor_state": false, "indirect_selection": "eager", "select": [], "compile": true, "send_anonymous_usage_stats": true, "static": false, "log_format_file": "debug", "invocation_command": "dbt docs generate", "partial_parse": true, "quiet": false, "use_colors_file": true, "cache_selected_only": false, "introspect": true, "log_level": "info", "use_colors": true, "macro_debugging": false, "defer": false, "print": true, "static_parser": true, "show_resource_report": false, "which": "generate", "exclude": []}} \ No newline at end of file diff --git a/integration_tests/ci/sample.profiles.yml b/integration_tests/ci/sample.profiles.yml index 54421c79..ad3cd058 100644 --- a/integration_tests/ci/sample.profiles.yml +++ b/integration_tests/ci/sample.profiles.yml @@ -49,7 +49,7 @@ integration_tests: host: "{{ env_var('CI_DATABRICKS_DBT_HOST') }}" http_path: "{{ env_var('CI_DATABRICKS_DBT_HTTP_PATH') }}" schema: fivetran_platform_integration_tests - threads: 2 + threads: 8 token: "{{ env_var('CI_DATABRICKS_DBT_TOKEN') }}" type: databricks databricks-sql: @@ -57,7 +57,7 @@ integration_tests: host: "{{ env_var('CI_DATABRICKS_DBT_HOST') }}" http_path: "{{ env_var('CI_DATABRICKS_SQL_DBT_HTTP_PATH') }}" schema: sqlw_tests - threads: 2 + threads: 8 token: "{{ env_var('CI_DATABRICKS_SQL_DBT_TOKEN') }}" type: databricks sqlserver: diff --git a/integration_tests/dbt_project.yml b/integration_tests/dbt_project.yml index 77c542b0..289e6db3 100644 --- a/integration_tests/dbt_project.yml +++ b/integration_tests/dbt_project.yml @@ -1,5 +1,5 @@ name: 'fivetran_log_integration_tests' -version: '1.7.2' +version: '1.7.3' config-version: 2 profile: 'integration_tests' diff --git a/macros/fivetran_log_json_parse.sql b/macros/fivetran_log_json_parse.sql index 0c36f670..4814b12b 100644 --- a/macros/fivetran_log_json_parse.sql +++ b/macros/fivetran_log_json_parse.sql @@ -28,7 +28,7 @@ {% macro postgres__fivetran_log_json_parse(string, string_path) %} case when {{ string }} ~ '^\s*[\{].*[\}]?\s*$' -- Postgres has no native json check, so this will check the string for indicators of a JSON object - then {{ string }}::json #>> '{ {%- for s in string_path -%}{{ s }}{%- if not loop.last -%},{%- endif -%}{%- endfor -%} }' + then {{ string }}::jsonb #>> '{ {%- for s in string_path -%}{{ s }}{%- if not loop.last -%},{%- endif -%}{%- endfor -%} }' else null end {% endmacro %} diff --git a/macros/fivetran_log_lookback.sql b/macros/fivetran_log_lookback.sql index ba513951..8169fe12 100644 --- a/macros/fivetran_log_lookback.sql +++ b/macros/fivetran_log_lookback.sql @@ -1,35 +1,18 @@ -{% macro fivetran_log_lookback(from_date, datepart='day', interval=7, default_start_date='2010-01-01') %} +{% macro fivetran_log_lookback(from_date, datepart='day', interval=7, safety_date='2010-01-01') %} -{{ adapter.dispatch('fivetran_log_lookback', 'fivetran_log') (from_date, datepart='day', interval=7, default_start_date='2010-01-01') }} +{{ adapter.dispatch('fivetran_log_lookback', 'fivetran_log') (from_date, datepart='day', interval=7, safety_date='2010-01-01') }} {%- endmacro %} -{% macro default__fivetran_log_lookback(from_date, datepart='day', interval=7, default_start_date='2010-01-01') %} +{% macro default__fivetran_log_lookback(from_date, datepart='day', interval=7, safety_date='2010-01-01') %} - coalesce( - (select {{ dbt.dateadd(datepart=datepart, interval=-interval, from_date_or_timestamp=from_date) }} - from {{ this }}), - {{ "'" ~ default_start_date ~ "'" }} - ) + {% set sql_statement %} + select coalesce({{ from_date }}, {{ "'" ~ safety_date ~ "'" }}) + from {{ this }} + {%- endset -%} -{% endmacro %} + {%- set result = dbt_utils.get_single_value(sql_statement) %} -{% macro bigquery__fivetran_log_lookback(from_date, datepart='day', interval=7, default_start_date='2010-01-01') %} - - -- Capture the latest timestamp in a call statement instead of a subquery for optimizing BQ costs on incremental runs - {%- call statement('date_agg', fetch_result=True) -%} - select {{ from_date }} from {{ this }} - {%- endcall -%} - - -- load the result from the above query into a new variable - {%- set query_result = load_result('date_agg') -%} - - -- the query_result is stored as a dataframe. Therefore, we want to now store it as a singular value. - {%- set date_agg = query_result['data'][0][0] %} - - coalesce( - {{ dbt.dateadd(datepart='day', interval=-7, from_date_or_timestamp="'" ~ date_agg ~ "'") }}, - {{ "'" ~ default_start_date ~ "'" }} - ) + {{ dbt.dateadd(datepart=datepart, interval=-interval, from_date_or_timestamp="cast('" ~ result ~ "' as date)") }} {% endmacro %} \ No newline at end of file diff --git a/models/fivetran_platform__audit_table.sql b/models/fivetran_platform__audit_table.sql index 24aa0ccb..f7ebcb55 100644 --- a/models/fivetran_platform__audit_table.sql +++ b/models/fivetran_platform__audit_table.sql @@ -10,21 +10,39 @@ file_format='delta' if is_databricks_sql_warehouse(target) else 'parquet' ) }} -with sync_log as ( +with base as ( - select - *, - {{ fivetran_log.fivetran_log_json_parse(string='message_data', string_path=['table']) }} as table_name + select * from {{ ref('stg_fivetran_platform__log') }} where event_subtype in ('sync_start', 'sync_end', 'write_to_table_start', 'write_to_table_end', 'records_modified') {% if is_incremental() %} - and cast(created_at as date) > {{ fivetran_log.fivetran_log_lookback(from_date='max(sync_start_day)', interval=7) }} - {% endif %} ), +sync_log as ( + select + *, + {{ fivetran_log.fivetran_log_json_parse(string='message_data', string_path=['table']) }} as table_name, + cast(null as {{ dbt.type_string() }}) as schema_name, + cast(null as {{ dbt.type_string() }}) as operation_type, + cast(null as {{ dbt.type_bigint() }}) as row_count + from base + where event_subtype in ('sync_start', 'sync_end', 'write_to_table_start', 'write_to_table_end') + + union all + + select + *, + {{ fivetran_log.fivetran_log_json_parse(string='message_data', string_path=['table']) }} as table_name, + {{ fivetran_log.fivetran_log_json_parse(string='message_data', string_path=['schema']) }} as schema_name, + {{ fivetran_log.fivetran_log_json_parse(string='message_data', string_path=['operationType']) }} as operation_type, + cast ({{ fivetran_log.fivetran_log_json_parse(string='message_data', string_path=['count']) }} as {{ dbt.type_bigint() }}) as row_count + from base + where event_subtype = 'records_modified' +), + connector as ( select * @@ -80,13 +98,12 @@ records_modified_log as ( select connector_id, created_at, - {{ fivetran_log.fivetran_log_json_parse(string='message_data', string_path=['table']) }} as table_name, - {{ fivetran_log.fivetran_log_json_parse(string='message_data', string_path=['schema']) }} as schema_name, - {{ fivetran_log.fivetran_log_json_parse(string='message_data', string_path=['operationType']) }} as operation_type, - cast ({{ fivetran_log.fivetran_log_json_parse(string='message_data', string_path=['count']) }} as {{ dbt.type_bigint() }}) as row_count + table_name, + schema_name, + operation_type, + row_count from sync_log where event_subtype = 'records_modified' - ), sum_records_modified as ( diff --git a/models/fivetran_platform__audit_user_activity.sql b/models/fivetran_platform__audit_user_activity.sql index 864915ef..0d942504 100644 --- a/models/fivetran_platform__audit_user_activity.sql +++ b/models/fivetran_platform__audit_user_activity.sql @@ -2,7 +2,7 @@ with logs as ( select *, - {{ fivetran_log.fivetran_log_json_parse(string='message_data', string_path='actor') }} as actor_email + {{ fivetran_log.fivetran_log_json_parse(string='message_data', string_path=['actor']) }} as actor_email from {{ ref('stg_fivetran_platform__log') }} where lower(message_data) like '%actor%' ), diff --git a/models/staging/stg_fivetran_platform__log.sql b/models/staging/stg_fivetran_platform__log.sql index 916e4464..6d84bc58 100644 --- a/models/staging/stg_fivetran_platform__log.sql +++ b/models/staging/stg_fivetran_platform__log.sql @@ -34,4 +34,4 @@ final as ( ) select * -from final \ No newline at end of file +from final \ No newline at end of file