diff --git a/.quickstart/quickstart.yml b/.quickstart/quickstart.yml
index 5c40d7e..3caf047 100644
--- a/.quickstart/quickstart.yml
+++ b/.quickstart/quickstart.yml
@@ -26,3 +26,39 @@ public_models: [
   "linkedin_ads__monthly_campaign_country_report",
   "linkedin_ads__monthly_campaign_region_report"
 ]
+
+supported_vars:
+  linkedin_ads__use_local_currency:
+    type: boolean
+    value: false
+    description: "Present costs in local currency instead of USD. Please note that conversion values are only available in local currency"
+    display_name: "Use Local Currency"
+
+  linkedin_ads__conversion_fields:
+    type: list
+    value:
+      - "external_website_conversions"
+      - "one_click_leads"
+    description: "Metrics from `AD_ANALYTICS_BY_CAMPAIGN`, `AD_ANALYTICS_BY_CREATIVE`, `MONTHLY_AD_ANALYTICS_BY_MEMBER_COUNTRY`, AND `MONTHLY_AD_ANALYTICS_BY_MEMBER_REGION` that will be tracked as conversions"
+    display_name: "Conversion Metrics"
+
+  linkedin_ads__creative_passthrough_metrics:
+    type: dictionary
+    description: "Additional `AD_ANALYTICS_BY_CREATIVE` report columns to include in `linkedin_ads__creative_report` and `linkedin_ads__url_report`"
+    display_name: "Additional Creative Analytics Metrics"
+
+  linkedin_ads__campaign_passthrough_metrics:
+    type: dictionary
+    description: "Additional `AD_ANALYTICS_BY_CAMPAIGN` report columns to include in `linkedin_ads__campaign_report`, `linkedin_ads__campaign_group_report`, and `linkedin_ads__account_report`"
+    display_name: "Additional Campaign Analytics Metrics"
+
+  linkedin_ads__monthly_ad_analytics_by_member_country_passthrough_metrics:
+    type: dictionary
+    description: "Additional `MONTHLY_AD_ANALYTICS_BY_MEMBER_COUNTRY` report columns to include in `linkedin_ads__monthly_country_report`"
+    display_name: "Additional Country Analytics Metrics"
+
+  linkedin_ads__monthly_ad_analytics_by_member_region_passthrough_metrics:
+    type: dictionary
+    description: "Additional `MONTHLY_AD_ANALYTICS_BY_MEMBER_REGION` report columns to include in `linkedin_ads__monthly_region_report`"
+    display_name: "Additional Region Analytics Metrics"
+
diff --git a/CHANGELOG.md b/CHANGELOG.md
index cf0112d..d248d7c 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -1,3 +1,15 @@
+# dbt_linkedin v1.2.0
+
+[PR #58](https://github.com/fivetran/dbt_linkedin/pull/58) includes the following updates:
+
+## Documentation
+- Updates README with standardized Fivetran formatting.
+- Removes duplicative column yml definitions.
+
+## Under the Hood
+- In the `quickstart.yml` file:
+  - Adds `supported_vars` for Quickstart UI customization.
+
 # dbt_linkedin v1.1.0
 
 [PR #56](https://github.com/fivetran/dbt_linkedin/pull/56) includes the following updates:
diff --git a/README.md b/README.md
index 41ed27c..79118e4 100644
--- a/README.md
+++ b/README.md
@@ -1,4 +1,5 @@
-# LinkedIn Ad Analytics dbt Package ([docs](https://fivetran.github.io/dbt_linkedin/))
+<!--section="linkedin_transformation_model"-->
+# Linkedin dbt Package
 
 <p align="left">
     <a alt="License"
@@ -11,36 +12,54 @@
     <a alt="PRs">
         <img src="https://img.shields.io/badge/Contributions-welcome-blueviolet" /></a>
     <a alt="Fivetran Quickstart Compatible"
-        href="https://fivetran.com/docs/transformations/dbt/quickstart">
+        href="https://fivetran.com/docs/transformations/data-models/quickstart-management#quickstartmanagement">
         <img src="https://img.shields.io/badge/Fivetran_Quickstart_Compatible%3F-yes-green.svg" /></a>
 </p>
 
+This dbt package transforms data from Fivetran's Linkedin connector into analytics-ready tables.
+
+## Resources
+
+- Number of materialized models¹: 25
+- Connector documentation
+  - [Linkedin connector documentation](https://fivetran.com/docs/connectors/applications/linkedin-ads#linkedinadanalytics)
+  - [Linkedin ERD](https://fivetran.com/docs/connectors/applications/linkedin-ads#schemainformation)
+- dbt package documentation
+  - [GitHub repository](https://github.com/fivetran/dbt_linkedin)
+  - [dbt Docs](https://fivetran.github.io/dbt_linkedin/#!/overview)
+  - [DAG](https://fivetran.github.io/dbt_linkedin/#!/overview?g_v=1)
+  - [Changelog](https://github.com/fivetran/dbt_linkedin/blob/main/CHANGELOG.md)
+
 ## What does this dbt package do?
-- Produces modeled tables that leverage Linkedin Ad Analytics data from [Fivetran's connector](https://fivetran.com/docs/applications/linkedin-ads) in the format described by [this ERD](https://fivetran.com/docs/applications/linkedin-ads#schemainformation).
-- Enables you to better understand the performance of your ads across varying grains:
-  - Providing an account, campaign (ad groups in other ad platforms), campaign group (campaigns in other ad platforms), creative, and utm/url level reports.
-- Materializes output models designed to work simultaneously with our [multi-platform Ad Reporting package](https://github.com/fivetran/dbt_ad_reporting).
-- Generates a comprehensive data dictionary of your source and modeled Linkedin Ad Analytics data through the [dbt docs site](https://fivetran.github.io/dbt_linkedin/).
-
-<!--section="linkedin_ads_transformation_model"-->
-The following table provides a detailed list of all tables materialized within this package by default.
-> TIP: See more details about these tables in the package's [dbt docs site](https://fivetran.github.io/dbt_linkedin/#!/overview?g_v=1&g_e=seeds).
-
-| **Table** | **Details** |
-|-----------|-------------|
-| [`linkedin_ads__account_report`](https://fivetran.github.io/dbt_linkedin/#!/model/model.linkedin.linkedin_ads__account_report) | Represents daily performance aggregated at the account level, including `spend`, `clicks`, `impressions`, and `conversions`.<br><br>**Example Analytics Questions:**<ul><li>How does performance compare across different accounts by account manager?</li><li>Are currency fluctuations affecting results across markets?</li></ul> |
-| [`linkedin_ads__campaign_report`](https://fivetran.github.io/dbt_linkedin/#!/model/model.linkedin.linkedin_ads__campaign_report) | Represents daily performance aggregated at the campaign level (equivalent to ad groups in other platforms), including `spend`, `clicks`, `impressions`, and `conversions`.<br><br>**Example Analytics Questions:**<ul><li>Which campaigns have the strongest engagement relative to their budget?</li><li>Do certain campaigns dominate impressions within a campaign group?</li><li>Are new campaigns ramping up as expected after launch?</li></ul> |
-| [`linkedin_ads__monthly_campaign_country_report`](https://fivetran.github.io/dbt_linkedin/#!/model/model.linkedin.linkedin_ads__monthly_campaign_country_report) | Represents monthly performance aggregated at the campaign level by country, including `spend`, `clicks`, `impressions`, and `conversions`, enriched with geographic context.<br><br>**Example Analytics Questions:**<ul><li>Which countries are delivering the highest return on ad spend for each campaign?</li><li>Are there seasonal performance variations by geographic region?</li></ul> |
-| [`linkedin_ads__monthly_campaign_region_report`](https://fivetran.github.io/dbt_linkedin/#!/model/model.linkedin.linkedin_ads__monthly_campaign_region_report) | Represents monthly performance aggregated at the campaign level by region, including `spend`, `clicks`, `impressions`, and `conversions`, enriched with geographic context.<br><br>**Example Analytics Questions:**<ul><li>Which regions are driving the most efficient campaign performance?</li><li>How do regional performance trends correlate with local market conditions?</li></ul> |
-| [`linkedin_ads__campaign_group_report`](https://fivetran.github.io/dbt_linkedin/#!/model/model.linkedin.linkedin_ads__campaign_group_report) | Represents daily performance aggregated at the campaign group level (equivalent to campaigns in other platforms), including `spend`, `clicks`, `impressions`, and `conversions`.<br><br>**Example Analytics Questions:**<ul><li>Which campaign groups are most efficient in terms of cost per conversion?</li><li>Are paused or limited-status campaign groups still accruing impressions?</li><li>How does performance vary by advertising channel type across campaign groups?</li></ul> |
-| [`linkedin_ads__creative_report`](https://fivetran.github.io/dbt_linkedin/#!/model/model.linkedin.linkedin_ads__creative_report) | Represents daily performance at the individual creative level (equivalent to ads in other platforms), including `spend`, `clicks`, `impressions`, and `conversions`.<br><br>**Example Analytics Questions:**<ul><li>Which creative formats are driving the lowest cost per click?</li><li>Do video creatives perform better than static image creatives?</li><li>How do performance trends change after refreshing creative content?</li></ul> |
-| [`linkedin_ads__url_report`](https://fivetran.github.io/dbt_linkedin/#!/model/model.linkedin.linkedin_ads__url_report) | Represents daily performance at the individual URL level, including `spend`, `clicks`, `impressions`, and `conversions`, enriched with creative context.<br><br>**Example Analytics Questions:**<ul><li>Which landing pages are driving the highest conversion rates?</li><li>Are certain URLs performing better with specific creative combinations?</li></ul> |
+This package enables you to better understand the performance of your ads across varying grains and materializes output models designed to work simultaneously with our multi-platform Ad Reporting package. It creates enriched models with metrics focused on account, campaign, campaign group, creative, and utm/url level reports.
 
-Many of the above reports are now configurable for [visualization via Streamlit](https://github.com/fivetran/streamlit_ad_reporting). Check out some [sample reports here](https://fivetran-ad-reporting.streamlit.app/ad_performance).
+### Output schema
+Final output tables are generated in the following target schema:
+
+```
+<your_database>.<connector/schema_name>_linkedin
+```
+
+### Final output tables
+
+By default, this package materializes the following final tables:
+
+| Table | Description |
+| :---- | :---- |
+| [linkedin_ads__account_report](https://fivetran.github.io/dbt_linkedin/#!/model/model.linkedin.linkedin_ads__account_report) | Represents daily performance aggregated at the account level, including `spend`, `clicks`, `impressions`, and `conversions`.<br><br>**Example Analytics Questions:**<ul><li>How does performance compare across different accounts by account manager?</li><li>Are currency fluctuations affecting results across markets?</li></ul> |
+| [linkedin_ads__campaign_report](https://fivetran.github.io/dbt_linkedin/#!/model/model.linkedin.linkedin_ads__campaign_report) | Represents daily performance aggregated at the campaign level (equivalent to ad groups in other platforms), including `spend`, `clicks`, `impressions`, and `conversions`.<br><br>**Example Analytics Questions:**<ul><li>Which campaigns have the strongest engagement relative to their budget?</li><li>Do certain campaigns dominate impressions within a campaign group?</li><li>Are new campaigns ramping up as expected after launch?</li></ul> |
+| [linkedin_ads__monthly_campaign_country_report](https://fivetran.github.io/dbt_linkedin/#!/model/model.linkedin.linkedin_ads__monthly_campaign_country_report) | Represents monthly performance aggregated at the campaign level by country, including `spend`, `clicks`, `impressions`, and `conversions`, enriched with geographic context.<br><br>**Example Analytics Questions:**<ul><li>Which countries are delivering the highest return on ad spend for each campaign?</li><li>Are there seasonal performance variations by geographic region?</li></ul> |
+| [linkedin_ads__monthly_campaign_region_report](https://fivetran.github.io/dbt_linkedin/#!/model/model.linkedin.linkedin_ads__monthly_campaign_region_report) | Represents monthly performance aggregated at the campaign level by region, including `spend`, `clicks`, `impressions`, and `conversions`, enriched with geographic context.<br><br>**Example Analytics Questions:**<ul><li>Which regions are driving the most efficient campaign performance?</li><li>How do regional performance trends correlate with local market conditions?</li></ul> |
+| [linkedin_ads__campaign_group_report](https://fivetran.github.io/dbt_linkedin/#!/model/model.linkedin.linkedin_ads__campaign_group_report) | Represents daily performance aggregated at the campaign group level (equivalent to campaigns in other platforms), including `spend`, `clicks`, `impressions`, and `conversions`.<br><br>**Example Analytics Questions:**<ul><li>Which campaign groups are most efficient in terms of cost per conversion?</li><li>Are paused or limited-status campaign groups still accruing impressions?</li><li>How does performance vary by advertising channel type across campaign groups?</li></ul> |
+| [linkedin_ads__creative_report](https://fivetran.github.io/dbt_linkedin/#!/model/model.linkedin.linkedin_ads__creative_report) | Represents daily performance at the individual creative level (equivalent to ads in other platforms), including `spend`, `clicks`, `impressions`, and `conversions`.<br><br>**Example Analytics Questions:**<ul><li>Which creative formats are driving the lowest cost per click?</li><li>Do video creatives perform better than static image creatives?</li><li>How do performance trends change after refreshing creative content?</li></ul> |
+| [linkedin_ads__url_report](https://fivetran.github.io/dbt_linkedin/#!/model/model.linkedin.linkedin_ads__url_report) | Represents daily performance at the individual URL level, including `spend`, `clicks`, `impressions`, and `conversions`, enriched with creative context.<br><br>**Example Analytics Questions:**<ul><li>Which landing pages are driving the highest conversion rates?</li><li>Are certain URLs performing better with specific creative combinations?</li></ul> |
 
-### Example Visualizations
+¹ Each Quickstart transformation job run materializes these models if all components of this data model are enabled. This count includes all staging, intermediate, and final models materialized as `view`, `table`, or `incremental`.
 
-Curious what these tables can do? The Linkedin models provide advertising performance data that can be visualized to track key metrics like spend, impressions, click-through rates, conversion rates, and return on ad spend across different campaign structures and time periods. Check out example visualizations in the [Fivetran Ad Reporting Streamlit App](https://fivetran-ad-reporting.streamlit.app/ad_performance), and see how you can use these tables in your own reporting. Below is a screenshot of an example dashboard; explore the app for more.
+---
+
+## Visualizations
+Many of the above reports are now configurable for [visualization via Streamlit](https://github.com/fivetran/streamlit_ad_reporting). Check out some [sample reports here](https://fivetran-ad-reporting.streamlit.app/ad_performance).
 
 <p align="center">
   <a href="https://fivetran-ad-reporting.streamlit.app/ad_performance">
@@ -48,37 +67,41 @@ Curious what these tables can do? The Linkedin models provide advertising perfor
   </a>
 </p>
 
-### Materialized Models
-Each Quickstart transformation job run materializes 25 models if all components of this data model are enabled. This count includes all staging, intermediate, and final models materialized as `view`, `table`, or `incremental`.
-<!--section-end-->
-
-## How do I use the dbt package?
-### Step 1: Prerequisites
+## Prerequisites
 To use this dbt package, you must have the following:
-- At least one Fivetran Linkedin Ad Analytics connection syncing data into your destination.
+
+- At least one Fivetran Linkedin connection syncing data into your destination.
 - A **BigQuery**, **Snowflake**, **Redshift**, **PostgreSQL**, or **Databricks** destination.
 
-#### Databricks Dispatch Configuration
-If you are using a Databricks destination with this package you will need to add the below (or a variation of the below) dispatch configuration within your `dbt_project.yml`. This is required in order for the package to accurately search for macros within the `dbt-labs/spark_utils` then the `dbt-labs/dbt_utils` packages respectively.
-```yml
-dispatch:
-  - macro_namespace: dbt_utils
-    search_order: ['spark_utils', 'dbt_utils']
-```
+## How do I use the dbt package?
+You can either add this dbt package in the Fivetran dashboard or import it into your dbt project:
 
-### Step 2: Install the package (skip if also using the `ad_reporting` combination package)
+- To add the package in the Fivetran dashboard, follow our [Quickstart guide](https://fivetran.com/docs/transformations/data-models/quickstart-management).
+- To add the package to your dbt project, follow the setup instructions in the dbt package's [README file](https://github.com/fivetran/dbt_linkedin/blob/main/README.md#how-do-i-use-the-dbt-package) to use this package.
+
+<!--section-end-->
+
+### Install the package (skip if also using the `ad_reporting` combination package)
 Include the following Linkedin Ads package version in your `packages.yml` file:
 > TIP: Check [dbt Hub](https://hub.getdbt.com/) for the latest installation instructions or [read the dbt docs](https://docs.getdbt.com/docs/package-management) for more information on installing packages
 ```yml
 # packages.yml
 packages:
   - package: fivetran/linkedin
-    version: [">=1.1.0", "<1.2.0"]
+    version: [">=1.2.0", "<1.3.0"]
 ```
 
 > All required sources and staging models are now bundled into this transformation package. Do not include `fivetran/linkedin_source` in your `packages.yml` since this package has been deprecated.
 
-### Step 3: Define database and schema variables
+#### Databricks Dispatch Configuration
+If you are using a Databricks destination with this package you will need to add the below (or a variation of the below) dispatch configuration within your `dbt_project.yml`. This is required in order for the package to accurately search for macros within the `dbt-labs/spark_utils` then the `dbt-labs/dbt_utils` packages respectively.
+```yml
+dispatch:
+  - macro_namespace: dbt_utils
+    search_order: ['spark_utils', 'dbt_utils']
+```
+
+### Define database and schema variables
 By default, this package runs using your destination and the `linkedin_ads` schema. If this is not where your Linkedin Ad Analytics data is (for example, if your Linkedin schema is named `linkedin_ads_fivetran`), add the following configuration to your root `dbt_project.yml` file:
 
 ```yml
@@ -88,7 +111,7 @@ vars:
     linkedin_ads_database: your_destination_name 
 ```
 
-### (Optional) Step 4: Additional configurations
+### (Optional) Additional configurations
 #### Union multiple connections
 If you have multiple linkedin connections in Fivetran and would like to use this package on all of them simultaneously, we have provided functionality to do so. The package will union all of the data together and pass the unioned table into the transformations. You will be able to see which source it came from in the `source_relation` column of each model. To use this functionality, you will need to set either the `linkedin_ads_union_schemas` OR `linkedin_ads_union_databases` variables (cannot do both) in your root `dbt_project.yml` file:
 
@@ -189,10 +212,10 @@ vars:
     linkedin_ads_<default_source_table_name>_identifier: your_table_name 
 ```
 
-### (Optional) Step 5: Orchestrate your models with Fivetran Transformations for dbt Core™
+### (Optional) Orchestrate your models with Fivetran Transformations for dbt Core™
 <details><summary>Expand for more details</summary>
 
-Fivetran offers the ability for you to orchestrate your dbt project through [Fivetran Transformations for dbt Core™](https://fivetran.com/docs/transformations/dbt). Learn how to set up your project for orchestration through Fivetran in our [Transformations for dbt Core™ setup guides](https://fivetran.com/docs/transformations/dbt#setupguide).
+Fivetran offers the ability for you to orchestrate your dbt project through [Fivetran Transformations for dbt Core™](https://fivetran.com/docs/transformations/dbt#transformationsfordbtcore). Learn how to set up your project for orchestration through Fivetran in our [Transformations for dbt Core™ setup guides](https://fivetran.com/docs/transformations/dbt/setup-guide#transformationsfordbtcoresetupguide).
 
 </details>
 
@@ -209,20 +232,24 @@ packages:
       version: [">=0.3.0", "<0.4.0"]
 ```
 
+<!--section="linkedin_maintenance"-->
 ## How is this package maintained and can I contribute?
+
 ### Package Maintenance
-The Fivetran team maintaining this package _only_ maintains the latest version of the package. We highly recommend you stay consistent with the [latest version](https://hub.getdbt.com/fivetran/linkedin/latest/) of the package and refer to the [CHANGELOG](https://github.com/fivetran/dbt_linkedin/blob/main/CHANGELOG.md) and release notes for more information on changes across versions.
+The Fivetran team maintaining this package only maintains the [latest version](https://hub.getdbt.com/fivetran/linkedin/latest/) of the package. We highly recommend you stay consistent with the latest version of the package and refer to the [CHANGELOG](https://github.com/fivetran/dbt_linkedin/blob/main/CHANGELOG.md) and release notes for more information on changes across versions.
 
 ### Contributions
 A small team of analytics engineers at Fivetran develops these dbt packages. However, the packages are made better by community contributions.
 
-We highly encourage and welcome contributions to this package. Check out [this dbt Discourse article](https://discourse.getdbt.com/t/contributing-to-a-dbt-package/657) on the best workflow for contributing to a package.
+We highly encourage and welcome contributions to this package. Learn how to contribute to a package in dbt's [Contributing to an external dbt package article](https://discourse.getdbt.com/t/contributing-to-a-dbt-package/657).
 
 #### Contributors
 We thank [everyone](https://github.com/fivetran/dbt_linkedin/graphs/contributors) who has taken the time to contribute. Each PR, bug report, and feature request has made this package better and is truly appreciated.
 
 A special thank you to [Seer Interactive](https://www.seerinteractive.com/?utm_campaign=Fivetran%20%7C%20Models&utm_source=Fivetran&utm_medium=Fivetran%20Documentation), who we closely collaborated with to introduce native conversion support to our Ad packages.
 
+<!--section-end-->
+
 ## Are there any resources available?
 - If you have questions or want to reach out for help, see the [GitHub Issue](https://github.com/fivetran/dbt_linkedin/issues/new/choose) section to find the right avenue of support for you.
-- If you would like to provide feedback to the dbt package team at Fivetran or would like to request a new dbt package, fill out our [Feedback Form](https://www.surveymonkey.com/r/DQ7K7WW).
+- If you would like to provide feedback to the dbt package team at Fivetran or would like to request a new dbt package, fill out our [Feedback Form](https://www.surveymonkey.com/r/DQ7K7WW).
\ No newline at end of file
diff --git a/dbt_project.yml b/dbt_project.yml
index 04d0ce2..05c0a4a 100644
--- a/dbt_project.yml
+++ b/dbt_project.yml
@@ -1,5 +1,5 @@
 name: 'linkedin'
-version: '1.1.0'
+version: '1.2.0'
 config-version: 2
 require-dbt-version: [">=1.3.0", "<3.0.0"]
 
diff --git a/docs/catalog.json b/docs/catalog.json
index a679ff9..480e526 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": "1.10.15", "generated_at": "2025-12-01T21:03:06.804043Z", "invocation_id": "ad9a9e72-6d9f-4016-ae90-4c3914b74a73", "invocation_started_at": "2025-12-01T21:03:04.620595Z", "env": {}}, "nodes": {"seed.linkedin_integration_tests.linkedin_account_history_data": {"metadata": {"type": "BASE TABLE", "schema": "public", "name": "linkedin_account_history_data", "database": "postgres", "comment": null, "owner": "postgres"}, "columns": {"id": {"type": "integer", "index": 1, "name": "id", "comment": null}, "last_modified_time": {"type": "timestamp without time zone", "index": 2, "name": "last_modified_time", "comment": null}, "created_time": {"type": "timestamp without time zone", "index": 3, "name": "created_time", "comment": null}, "name": {"type": "text", "index": 4, "name": "name", "comment": null}, "currency": {"type": "text", "index": 5, "name": "currency", "comment": null}, "version_tag": {"type": "integer", "index": 6, "name": "version_tag", "comment": null}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "seed.linkedin_integration_tests.linkedin_account_history_data"}, "seed.linkedin_integration_tests.linkedin_ad_analytics_by_campaign_data": {"metadata": {"type": "BASE TABLE", "schema": "public", "name": "linkedin_ad_analytics_by_campaign_data", "database": "postgres", "comment": null, "owner": "postgres"}, "columns": {"campaign_id": {"type": "integer", "index": 1, "name": "campaign_id", "comment": null}, "day": {"type": "timestamp without time zone", "index": 2, "name": "day", "comment": null}, "action_clicks": {"type": "integer", "index": 3, "name": "action_clicks", "comment": null}, "ad_unit_clicks": {"type": "integer", "index": 4, "name": "ad_unit_clicks", "comment": null}, "approximate_unique_impressions": {"type": "integer", "index": 5, "name": "approximate_unique_impressions", "comment": null}, "card_clicks": {"type": "integer", "index": 6, "name": "card_clicks", "comment": null}, "card_impressions": {"type": "integer", "index": 7, "name": "card_impressions", "comment": null}, "clicks": {"type": "integer", "index": 8, "name": "clicks", "comment": null}, "comment_likes": {"type": "integer", "index": 9, "name": "comment_likes", "comment": null}, "comments": {"type": "integer", "index": 10, "name": "comments", "comment": null}, "company_page_clicks": {"type": "integer", "index": 11, "name": "company_page_clicks", "comment": null}, "conversion_value_in_local_currency": {"type": "integer", "index": 12, "name": "conversion_value_in_local_currency", "comment": null}, "cost_in_local_currency": {"type": "double precision", "index": 13, "name": "cost_in_local_currency", "comment": null}, "cost_in_usd": {"type": "double precision", "index": 14, "name": "cost_in_usd", "comment": null}, 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"incremental_strategy": null, "batch_size": null, "lookback": 1, "begin": 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}, "event_time": null, "concurrent_batches": null, "access": "protected", "freshness": null}, "tags": [], "description": "Each record in this table represents the daily performance of ads at the creative level.", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.linkedin.source_relation"]}, "account_name": {"name": "account_name", "description": "A label for the account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "account_id": {"name": "account_id", "description": "Unique internal ID representing the account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "date_day": {"name": "date_day", "description": "The day of the activity.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "clicks": {"name": "clicks", "description": "The count of chargeable clicks.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "impressions": {"name": "impressions", "description": "This is the count of \"impressions\" for Direct Ads and Sponsored Updates and \"sends\" for InMails.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "cost": {"name": "cost", "description": "The cost of the ads in the local currency or USD.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "campaign_group_name": {"name": "campaign_group_name", "description": "A label for the campaign group.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "campaign_group_id": {"name": "campaign_group_id", "description": "Unique internal ID representing the campaign group.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "campaign_name": {"name": "campaign_name", "description": "A label for the creative's campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "campaign_id": {"name": "campaign_id", "description": "Unique internal ID representing the creative's campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "creative_id": {"name": "creative_id", "description": "Unique internal ID representing the creative.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "last_modified_at": {"name": "last_modified_at", "description": "The timestamp of when the version was updated.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "created_at": {"name": "created_at", "description": "The timestamp of when the creative was created.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "creative_status": {"name": "creative_status", "description": "ACTIVE - Creative creation is complete and creative is available for review and serve.\nPAUSED - Creative creation is complete and creative is current, but should temporarily not be served. This status is not valid upon creation.\nDRAFT - Creative creation is incomplete and may still be edited.\nARCHIVED - Creative creation is complete, but creative should not be served and should be separated from non-archived creatives in any UI.\nCANCELED - Creative is permanently canceled.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "click_uri": {"name": "click_uri", "description": "The URL where the member should be redirected to, on clicking the text ad or spotlight ad.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "click_uri_type": {"name": "click_uri_type", "description": "Will either be `text_ad`, `spotlight`, or `null` to indicate the origin of the click_uri.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "campaign_group_status": {"name": "campaign_group_status", "description": "Status of campaign's campaign group. Possible values are: ACTIVE - Denotes that the campaign group is capable of serving ads, subject to run date and budget limitations (as well as any other limitations at the account or campaign level). ARCHIVED - Denotes that the campaign group is presently inactive, and should mostly be hidden in the UI until un-archived. CANCELLED - Denotes that the campaign group has been permanently canceled and cannot be reactivated. Not a settable status. DRAFT - Denotes that the campaign group is in a preliminary state and should temporarily not be served. PAUSED - Denotes that the campaign group meets all requirements to be served, but temporarily should not be. PENDING_DELETION - Denotes that the campaign group has been requested to be deleted that is currently pending. REMOVED - Denoted that the campaign group was deleted, but must remain fetchable due to the existence of performance data.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "campaign_status": {"name": "campaign_status", "description": "ACTIVE - Denotes that the campaign is fully servable.\nPAUSED - Denotes that the campaign meets all requirements to be served, but temporarily should not be.\nARCHIVED - Denotes that the campaign is presently inactive, and should mostly be hidden in the UI until un-archived.\nCOMPLETED - Denotes that the campaign has reached a specified budgetary or chronological limit.\nCANCELED - Denotes that the campaign has been permanently canceled, such as when an advertising account is permanently closed.\nDRAFT - Denotes that the campaign is still being edited and not eligible for serving. Some validation will be postponed until the campaign is activated.\nPENDING_DELETION - Denotes that the campaign has been requested to be deleted that is currently pending.\nREMOVED - Denotes that the campaign was deleted, but must remain fetchable due to the existence of performance data.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "currency": {"name": "currency", "description": "The ISO 4217 currency code of the account, such as 'USD' for United States Dollar (default).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "conversion_value_in_local_currency": {"name": "conversion_value_in_local_currency", "description": "The value generated by your conversions, displayed in your LinkedIn account's local currency, on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "total_conversions": {"name": "total_conversions", "description": "The total conversions being brought in the conversion fields you select in your `linkedin_ads__conversion_fields`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "external_website_conversions": {"name": "external_website_conversions", "description": "The actions taken on your website that you've defined as valuable to your business after clicking on LinkedIn ads.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "one_click_leads": {"name": "one_click_leads", "description": "Leads submitted after clicking on LinkedIn ads.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "linkedin://models/linkedin.yml", "build_path": null, "unrendered_config": {"materialized": "table", "schema": "linkedin_{{ var('directed_schema','dev') }}", "enabled": true}, "created_at": 1764622980.4820187, "relation_name": "\"postgres\".\"public_linkedin_dev\".\"linkedin_ads__creative_report\"", "raw_code": "{{ config(enabled=var('ad_reporting__linkedin_ads_enabled', True)) }}\n\nwith creative as (\n\n    select *\n    from {{ ref('stg_linkedin_ads__creative_history') }}\n    where is_latest_version\n),\n\ncampaign as (\n\n    select *\n    from {{ ref('stg_linkedin_ads__campaign_history') }}\n    where is_latest_version\n),\n\ncampaign_group as (\n\n    select *\n    from {{ ref('stg_linkedin_ads__campaign_group_history') }}\n    where is_latest_version\n),\n\naccount as (\n\n    select *\n    from {{ ref('stg_linkedin_ads__account_history') }}\n    where is_latest_version\n),\n\nreport as (\n\n    select *,\n        {% if var('linkedin_ads__conversion_fields', none) %}\n            {{ var('linkedin_ads__conversion_fields') | join(' + ') }} as total_conversions\n        {% else %}\n            0 as total_conversions\n        {% endif %}\n    from {{ ref('stg_linkedin_ads__ad_analytics_by_creative') }}\n),\n\nfinal as (\n\n    select \n        report.source_relation,\n        report.date_day,\n        report.creative_id,\n        campaign.campaign_id,\n        campaign.campaign_name,\n        campaign_group.campaign_group_id,\n        campaign_group.campaign_group_name,\n        account.account_id,\n        account.account_name,\n        creative.click_uri,\n        creative.click_uri_type,\n        creative.status as creative_status,\n        campaign.status as campaign_status,\n        campaign_group.status as campaign_group_status,\n        account.currency,\n        creative.last_modified_at,\n        creative.created_at,\n        sum(report.total_conversions) as total_conversions,\n        sum(report.clicks) as clicks,\n        sum(report.impressions) as impressions,\n        sum(report.cost) as cost,\n        sum(coalesce(report.conversion_value_in_local_currency, 0)) as conversion_value_in_local_currency  \n\n        {{ linkedin_ads_persist_pass_through_columns(pass_through_variable='linkedin_ads__conversion_fields', transform='sum', coalesce_with=0, except_variable='linkedin_ads__creative_passthrough_metrics', exclude_fields=['conversion_value_in_local_currency']) }}\n\n        {{ linkedin_ads_persist_pass_through_columns(pass_through_variable='linkedin_ads__creative_passthrough_metrics', transform='sum', exclude_fields=['conversion_value_in_local_currency']) }}\n\n    from report \n    left join creative \n        on report.creative_id = creative.creative_id\n        and report.source_relation = creative.source_relation\n    left join campaign \n        on creative.campaign_id = campaign.campaign_id\n        and creative.source_relation = campaign.source_relation\n    left join campaign_group\n        on campaign.campaign_group_id = campaign_group.campaign_group_id\n        and campaign.source_relation = campaign_group.source_relation\n    left join account \n        on campaign.account_id = account.account_id\n        and campaign.source_relation = account.source_relation\n\n    {{ dbt_utils.group_by(17) }}\n\n)\n\nselect *\nfrom final", "doc_blocks": [], "language": "sql", "refs": [{"name": "stg_linkedin_ads__creative_history", "package": null, "version": null}, {"name": "stg_linkedin_ads__campaign_history", "package": null, "version": null}, {"name": "stg_linkedin_ads__campaign_group_history", "package": null, "version": null}, {"name": "stg_linkedin_ads__account_history", "package": null, "version": null}, {"name": "stg_linkedin_ads__ad_analytics_by_creative", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.linkedin.linkedin_ads_persist_pass_through_columns", "macro.dbt_utils.group_by"], "nodes": ["model.linkedin.stg_linkedin_ads__creative_history", "model.linkedin.stg_linkedin_ads__campaign_history", "model.linkedin.stg_linkedin_ads__campaign_group_history", "model.linkedin.stg_linkedin_ads__account_history", "model.linkedin.stg_linkedin_ads__ad_analytics_by_creative"]}, "compiled_path": "target/compiled/linkedin/models/linkedin_ads__creative_report.sql", "compiled": true, "compiled_code": "\n\nwith creative as (\n\n    select *\n    from \"postgres\".\"public_linkedin_dev\".\"stg_linkedin_ads__creative_history\"\n    where is_latest_version\n),\n\ncampaign as (\n\n    select *\n    from \"postgres\".\"public_linkedin_dev\".\"stg_linkedin_ads__campaign_history\"\n    where is_latest_version\n),\n\ncampaign_group as (\n\n    select *\n    from \"postgres\".\"public_linkedin_dev\".\"stg_linkedin_ads__campaign_group_history\"\n    where is_latest_version\n),\n\naccount as (\n\n    select *\n    from \"postgres\".\"public_linkedin_dev\".\"stg_linkedin_ads__account_history\"\n    where is_latest_version\n),\n\nreport as (\n\n    select *,\n        \n            external_website_conversions + one_click_leads as total_conversions\n        \n    from \"postgres\".\"public_linkedin_dev\".\"stg_linkedin_ads__ad_analytics_by_creative\"\n),\n\nfinal as (\n\n    select \n        report.source_relation,\n        report.date_day,\n        report.creative_id,\n        campaign.campaign_id,\n        campaign.campaign_name,\n        campaign_group.campaign_group_id,\n        campaign_group.campaign_group_name,\n        account.account_id,\n        account.account_name,\n        creative.click_uri,\n        creative.click_uri_type,\n        creative.status as creative_status,\n        campaign.status as campaign_status,\n        campaign_group.status as campaign_group_status,\n        account.currency,\n        creative.last_modified_at,\n        creative.created_at,\n        sum(report.total_conversions) as total_conversions,\n        sum(report.clicks) as clicks,\n        sum(report.impressions) as impressions,\n        sum(report.cost) as cost,\n        sum(coalesce(report.conversion_value_in_local_currency, 0)) as conversion_value_in_local_currency  \n\n        \n\n\n\n    \n    \n        \n    \n\n\n\n    \n\n\n\n    \n    \n    \n        \n        , sum(coalesce(external_website_conversions, 0)) as external_website_conversions\n        \n\n    \n    \n    \n        \n        , sum(coalesce(one_click_leads, 0)) as one_click_leads\n        \n\n    \n\n\n\n\n        \n\n\n\n\n\n    \n\n\n\n    \n    \n    \n        \n\n    \n\n\n\n\n    from report \n    left join creative \n        on report.creative_id = creative.creative_id\n        and report.source_relation = creative.source_relation\n    left join campaign \n        on creative.campaign_id = campaign.campaign_id\n        and creative.source_relation = campaign.source_relation\n    left join campaign_group\n        on campaign.campaign_group_id = campaign_group.campaign_group_id\n        and campaign.source_relation = campaign_group.source_relation\n    left join account \n        on campaign.account_id = account.account_id\n        and campaign.source_relation = account.source_relation\n\n    group by 1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17\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, "primary_key": [], "time_spine": null}, "model.linkedin.linkedin_ads__monthly_campaign_country_report": {"database": "postgres", "schema": "public_linkedin_dev", "name": "linkedin_ads__monthly_campaign_country_report", "resource_type": "model", "package_name": "linkedin", "path": "linkedin_ads__monthly_campaign_country_report.sql", "original_file_path": "models/linkedin_ads__monthly_campaign_country_report.sql", "unique_id": "model.linkedin.linkedin_ads__monthly_campaign_country_report", "fqn": ["linkedin", "linkedin_ads__monthly_campaign_country_report"], "alias": "linkedin_ads__monthly_campaign_country_report", "checksum": {"name": "sha256", "checksum": "f101c7eb060e5d296a9ceaf70fa5646a5f13e85f5acf1d35253b46d2d9f61327"}, "config": {"enabled": true, "alias": null, "schema": "linkedin_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "batch_size": null, "lookback": 1, "begin": 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}, "event_time": null, "concurrent_batches": null, "access": "protected", "freshness": null}, "tags": [], "description": "Each record in this table represents the monthly performance of a campaign at the country level.", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.linkedin.source_relation"]}, "account_name": {"name": "account_name", "description": "A label for the account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "account_id": {"name": "account_id", "description": "Unique internal ID representing the account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "date_month": {"name": "date_month", "description": "The month of the activity.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "country_name": {"name": "country_name", "description": "Name of the country.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "clicks": {"name": "clicks", "description": "The count of chargeable clicks.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "impressions": {"name": "impressions", "description": "This is the count of \"impressions\" for Direct Ads and Sponsored Updates and \"sends\" for InMails.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "cost": {"name": "cost", "description": "The cost of the ads in the local currency or USD.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "campaign_group_name": {"name": "campaign_group_name", "description": "A label for the campaign group.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "campaign_group_id": {"name": "campaign_group_id", "description": "Unique internal ID representing the campaign group.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "campaign_name": {"name": "campaign_name", "description": "A label for the campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "campaign_id": {"name": "campaign_id", "description": "Unique internal ID representing the campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "campaign_group_status": {"name": "campaign_group_status", "description": "Status of campaign's campaign group. Possible values are: ACTIVE - Denotes that the campaign group is capable of serving ads, subject to run date and budget limitations (as well as any other limitations at the account or campaign level). ARCHIVED - Denotes that the campaign group is presently inactive, and should mostly be hidden in the UI until un-archived. CANCELLED - Denotes that the campaign group has been permanently canceled and cannot be reactivated. Not a settable status. DRAFT - Denotes that the campaign group is in a preliminary state and should temporarily not be served. PAUSED - Denotes that the campaign group meets all requirements to be served, but temporarily should not be. PENDING_DELETION - Denotes that the campaign group has been requested to be deleted that is currently pending. REMOVED - Denoted that the campaign group was deleted, but must remain fetchable due to the existence of performance data.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "last_modified_at": {"name": "last_modified_at", "description": "The timestamp of when the version was updated.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "created_at": {"name": "created_at", "description": "The timestamp of when the campaign was created.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "version_tag": {"name": "version_tag", "description": "An integer representation of the version of the campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "is_audience_expansion_enabled": {"name": "is_audience_expansion_enabled", "description": "Boolean (default=false) representing whether Audience Expansion is enabled for the campaign provides query expansion for certain targeting criteria.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "cost_type": {"name": "cost_type", "description": "CPM - Cost per thousand advertising impressions. If type=SPONSORED_INMAILS; cost per send(CPS) is measured as CPM x 1000.\nCPC- Cost per individual click on the associated link.\nCPV- Cost per view for video ads.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "creative_selection": {"name": "creative_selection", "description": "ROUND_ROBIN - Rotate through available creatives to serve them as evenly as possible.\nOPTIMIZED (default) - Bias selection taking into account such as expected performance. Not available for Message and Conversation Ads (type=SPONSORED_INMAILS).\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "daily_budget_amount": {"name": "daily_budget_amount", "description": "Maximum amount to spend per day UTC. The amount of money as a real number string.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "daily_budget_currency_code": {"name": "daily_budget_currency_code", "description": "ISO currency code. The currency must match that of the parent account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "format": {"name": "format", "description": "The ad format on the campaign level. See https://docs.microsoft.com/en-us/linkedin/marketing/integrations/ads/campaign-formats?view=li-lms-2022-07", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "campaign_locale_country": {"name": "campaign_locale_country", "description": "Locale of the campaign. An uppercase two-letter country code as defined by ISO-3166.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "campaign_locale_language": {"name": "campaign_locale_language", "description": "Locale of the campaign. A lowercase two-letter language code as defined by ISO-639.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "objective_type": {"name": "objective_type", "description": "Campaign Objective type values. Click [here](https://docs.microsoft.com/en-us/linkedin/marketing/integrations/ads-reporting/ad-budget-pricing-type-combinations?view=li-lms-2022-07) for Campaign Objective descriptions. One of: - BRAND_AWARENESS - ENGAGEMENT - JOB_APPLICANTS - LEAD_GENERATION - WEBSITE_CONVERSIONS - WEBSITE_VISITS - VIDEO_VIEWS\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "is_offsite_delivery_enabled": {"name": "is_offsite_delivery_enabled", "description": "Boolean indicating if this campaign to allowed to be served on the LinkedIn Audience Network to extend the reach of your campaign by delivering ads beyond the  LinkedIn feed to members on third-party apps and sites.\t(default will be \"True\" from June 30, 2022)\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "optimization_target_type": {"name": "optimization_target_type", "description": "Determines how this campaign is optimized for spending. If this is not set, there is no optimization. Refer to the documentation here. Default = 'NONE'.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "run_schedule_start_at": {"name": "run_schedule_start_at", "description": "Scheduled date range to run associated creatives. The start date must be non-null. Represents the inclusive (greater than or equal to) value in which to start the range.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "run_schedule_end_at": {"name": "run_schedule_end_at", "description": "Scheduled date range to run associated creatives. The start date must be non-null. Represents the exclusive (strictly less than) value in which to end the range, if provided.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "campaign_status": {"name": "campaign_status", "description": "ACTIVE - Denotes that the campaign is fully servable.\nPAUSED - Denotes that the campaign meets all requirements to be served, but temporarily should not be.\nARCHIVED - Denotes that the campaign is presently inactive, and should mostly be hidden in the UI until un-archived.\nCOMPLETED - Denotes that the campaign has reached a specified budgetary or chronological limit.\nCANCELED - Denotes that the campaign has been permanently canceled, such as when an advertising account is permanently closed.\nDRAFT - Denotes that the campaign is still being edited and not eligible for serving. Some validation will be postponed until the campaign is activated.\nPENDING_DELETION - Denotes that the campaign has been requested to be deleted that is currently pending.\nREMOVED - Denotes that the campaign was deleted, but must remain fetchable due to the existence of performance data.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "campaign_type": {"name": "campaign_type", "description": "TEXT_AD - Text-based ads that show up in the right column or top of the page on LinkedIn.\nSPONSORED_UPDATES - Native ads that promote a company's content updates in the LinkedIn feed.\nSPONSORED_INMAILS - Personalized messages with a call-to-action button delivered to a LinkedIn's member inbox.\nDYNAMIC - Ads that are dynamically personalized.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "unit_cost_amount": {"name": "unit_cost_amount", "description": "This value is used as one of the following: amount to bid (for manual bidding), amount which is the target cost (for target cost bidding) per click,  impression, or other event depending on the pricing model, or cost cap (for cost cap bidding). The amount of money as a real number string.  The amount should be non-negative if the bidding strategy is manual, target cost, or cost cap bidding. The default is 0 with the currency code set to match that of the associated account.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "unit_cost_currency_code": {"name": "unit_cost_currency_code", "description": "Amount to bid per click, impression, or other event depending on the pricing model. The default is 0 with the currency code set to match that of the associated account.  ISO currency code.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "account_currency": {"name": "account_currency", "description": "The ISO 4217 currency code of the account, such as 'USD' for United States Dollar (default).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "conversion_value_in_local_currency": {"name": "conversion_value_in_local_currency", "description": "The value generated by your conversions, displayed in your LinkedIn account's local currency, on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "total_conversions": {"name": "total_conversions", "description": "The total conversions being brought in the conversion fields you select in your `linkedin_ads__conversion_fields`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "external_website_conversions": {"name": "external_website_conversions", "description": "The actions taken on your website that you've defined as valuable to your business after clicking on LinkedIn ads.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "one_click_leads": {"name": "one_click_leads", "description": "Leads submitted after clicking on LinkedIn ads.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "linkedin://models/linkedin.yml", "build_path": null, "unrendered_config": {"materialized": "table", "schema": "linkedin_{{ var('directed_schema','dev') }}", "enabled": true}, "created_at": 1764622980.4905217, "relation_name": "\"postgres\".\"public_linkedin_dev\".\"linkedin_ads__monthly_campaign_country_report\"", "raw_code": "{{ config(enabled=fivetran_utils.enabled_vars(['ad_reporting__linkedin_ads_enabled','linkedin_ads__using_geo','linkedin_ads__using_monthly_ad_analytics_by_member_country'])) }}\n\nwith campaign as (\n\n    select *\n    from {{ ref('stg_linkedin_ads__campaign_history') }}\n    where is_latest_version\n),\n\ncampaign_group as (\n\n    select *\n    from {{ ref('stg_linkedin_ads__campaign_group_history') }}\n    where is_latest_version\n),\n\naccount as (\n\n    select *\n    from {{ ref('stg_linkedin_ads__account_history') }}\n    where is_latest_version\n),\n\ngeo as (\n\n    select *\n    from {{ ref('stg_linkedin_ads__geo') }}\n),\n\nreport as (\n\n    select *,\n        {% if var('linkedin_ads__conversion_fields', none) %}\n            {{ var('linkedin_ads__conversion_fields') | join(' + ') }} as total_conversions\n        {% else %}\n            0 as total_conversions\n        {% endif %}\n    from {{ ref('stg_linkedin_ads__monthly_ad_analytics_by_country') }}\n),\n\nfinal as (\n\n    select \n        report.source_relation,\n        report.date_month,\n        geo.value as country_name,\n        report.campaign_id,\n        campaign.campaign_name,\n        campaign.version_tag,\n        campaign_group.campaign_group_id,\n        campaign_group.campaign_group_name,\n        account.account_id,\n        account.account_name,\n        campaign.status as campaign_status,\n        campaign_group.status as campaign_group_status,\n        campaign.type as campaign_type,\n        campaign.cost_type,\n        campaign.creative_selection,\n        campaign.daily_budget_amount,\n        campaign.daily_budget_currency_code,\n        campaign.unit_cost_amount,\n        campaign.unit_cost_currency_code,\n        account.currency as account_currency,\n        campaign.format,\n        campaign.locale_country as campaign_locale_country,\n        campaign.locale_language as campaign_locale_language,\n        campaign.objective_type,\n        campaign.optimization_target_type,\n        campaign.is_audience_expansion_enabled,\n        campaign.is_offsite_delivery_enabled,\n        campaign.run_schedule_start_at,\n        campaign.run_schedule_end_at,\n        campaign.last_modified_at,\n        campaign.created_at,\n        sum(report.total_conversions) as total_conversions,\n        sum(report.clicks) as clicks,\n        sum(report.impressions) as impressions,\n        sum(report.cost) as cost,\n        sum(coalesce(report.conversion_value_in_local_currency, 0)) as conversion_value_in_local_currency\n\n        {{ linkedin_ads_persist_pass_through_columns(pass_through_variable='linkedin_ads__conversion_fields', transform='sum', coalesce_with=0) }}\n        \n        {{ linkedin_ads_persist_pass_through_columns(pass_through_variable='linkedin_ads__monthly_ad_analytics_by_member_country_passthrough_metrics', transform='sum') }}\n\n    from report \n    left join geo\n        on geo.geo_id = report.member_country_geo_id\n        and report.source_relation = report.source_relation\n    left join campaign \n        on report.campaign_id = campaign.campaign_id\n        and report.source_relation = campaign.source_relation\n    left join campaign_group\n        on campaign.campaign_group_id = campaign_group.campaign_group_id\n        and campaign.source_relation = campaign_group.source_relation\n    left join account \n        on campaign.account_id = account.account_id\n        and campaign.source_relation = account.source_relation\n\n    {{ dbt_utils.group_by(31) }}\n\n)\n\nselect *\nfrom final", "doc_blocks": [], "language": "sql", "refs": [{"name": "stg_linkedin_ads__campaign_history", "package": null, "version": null}, {"name": "stg_linkedin_ads__campaign_group_history", "package": null, "version": null}, {"name": "stg_linkedin_ads__account_history", "package": null, "version": null}, {"name": "stg_linkedin_ads__geo", "package": null, "version": null}, {"name": "stg_linkedin_ads__monthly_ad_analytics_by_country", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.enabled_vars", "macro.linkedin.linkedin_ads_persist_pass_through_columns", "macro.dbt_utils.group_by"], "nodes": ["model.linkedin.stg_linkedin_ads__campaign_history", "model.linkedin.stg_linkedin_ads__campaign_group_history", "model.linkedin.stg_linkedin_ads__account_history", "model.linkedin.stg_linkedin_ads__geo", "model.linkedin.stg_linkedin_ads__monthly_ad_analytics_by_country"]}, "compiled_path": "target/compiled/linkedin/models/linkedin_ads__monthly_campaign_country_report.sql", "compiled": true, "compiled_code": "\n\nwith campaign as (\n\n    select *\n    from \"postgres\".\"public_linkedin_dev\".\"stg_linkedin_ads__campaign_history\"\n    where is_latest_version\n),\n\ncampaign_group as (\n\n    select *\n    from \"postgres\".\"public_linkedin_dev\".\"stg_linkedin_ads__campaign_group_history\"\n    where is_latest_version\n),\n\naccount as (\n\n    select *\n    from \"postgres\".\"public_linkedin_dev\".\"stg_linkedin_ads__account_history\"\n    where is_latest_version\n),\n\ngeo as (\n\n    select *\n    from \"postgres\".\"public_linkedin_dev\".\"stg_linkedin_ads__geo\"\n),\n\nreport as (\n\n    select *,\n        \n            external_website_conversions + one_click_leads as total_conversions\n        \n    from \"postgres\".\"public_linkedin_dev\".\"stg_linkedin_ads__monthly_ad_analytics_by_country\"\n),\n\nfinal as (\n\n    select \n        report.source_relation,\n        report.date_month,\n        geo.value as country_name,\n        report.campaign_id,\n        campaign.campaign_name,\n        campaign.version_tag,\n        campaign_group.campaign_group_id,\n        campaign_group.campaign_group_name,\n        account.account_id,\n        account.account_name,\n        campaign.status as campaign_status,\n        campaign_group.status as campaign_group_status,\n        campaign.type as campaign_type,\n        campaign.cost_type,\n        campaign.creative_selection,\n        campaign.daily_budget_amount,\n        campaign.daily_budget_currency_code,\n        campaign.unit_cost_amount,\n        campaign.unit_cost_currency_code,\n        account.currency as account_currency,\n        campaign.format,\n        campaign.locale_country as campaign_locale_country,\n        campaign.locale_language as campaign_locale_language,\n        campaign.objective_type,\n        campaign.optimization_target_type,\n        campaign.is_audience_expansion_enabled,\n        campaign.is_offsite_delivery_enabled,\n        campaign.run_schedule_start_at,\n        campaign.run_schedule_end_at,\n        campaign.last_modified_at,\n        campaign.created_at,\n        sum(report.total_conversions) as total_conversions,\n        sum(report.clicks) as clicks,\n        sum(report.impressions) as impressions,\n        sum(report.cost) as cost,\n        sum(coalesce(report.conversion_value_in_local_currency, 0)) as conversion_value_in_local_currency\n\n        \n\n\n\n\n\n\n\n    \n    \n    \n        \n        , sum(coalesce(external_website_conversions, 0)) as external_website_conversions\n        \n\n    \n    \n    \n        \n        , sum(coalesce(one_click_leads, 0)) as one_click_leads\n        \n\n    \n\n\n\n        \n        \n\n\n\n\n\n\n\n\n\n\n    from report \n    left join geo\n        on geo.geo_id = report.member_country_geo_id\n        and report.source_relation = report.source_relation\n    left join campaign \n        on report.campaign_id = campaign.campaign_id\n        and report.source_relation = campaign.source_relation\n    left join campaign_group\n        on campaign.campaign_group_id = campaign_group.campaign_group_id\n        and campaign.source_relation = campaign_group.source_relation\n    left join account \n        on campaign.account_id = account.account_id\n        and campaign.source_relation = account.source_relation\n\n    group by 1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31\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, "primary_key": [], "time_spine": null}, "model.linkedin.linkedin_ads__account_report": {"database": "postgres", "schema": "public_linkedin_dev", "name": "linkedin_ads__account_report", "resource_type": "model", "package_name": "linkedin", "path": "linkedin_ads__account_report.sql", "original_file_path": "models/linkedin_ads__account_report.sql", "unique_id": "model.linkedin.linkedin_ads__account_report", "fqn": ["linkedin", "linkedin_ads__account_report"], "alias": "linkedin_ads__account_report", "checksum": {"name": "sha256", "checksum": "7a41431883d88c0a39ba361aed8802d1c9111e356f2897d83b474a497496d6da"}, "config": {"enabled": true, "alias": null, "schema": "linkedin_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "batch_size": null, "lookback": 1, "begin": 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}, "event_time": null, "concurrent_batches": null, "access": "protected", "freshness": null}, "tags": [], "description": "Each record in this table represents the daily performance of ads at the account level.", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.linkedin.source_relation"]}, "account_name": {"name": "account_name", "description": "A label for the account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "account_id": {"name": "account_id", "description": "Unique internal ID representing the account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "date_day": {"name": "date_day", "description": "The day of the activity.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "clicks": {"name": "clicks", "description": "The count of chargeable clicks.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "impressions": {"name": "impressions", "description": "This is the count of \"impressions\" for Direct Ads and Sponsored Updates and \"sends\" for InMails.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "cost": {"name": "cost", "description": "The cost of the ads in the local currency or USD.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "last_modified_at": {"name": "last_modified_at", "description": "The timestamp of when the version was updated.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "created_at": {"name": "created_at", "description": "The timestamp of when the account was created.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "currency": {"name": "currency", "description": "The ISO 4217 currency code of the account, such as 'USD' for United States Dollar (default).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "version_tag": {"name": "version_tag", "description": "An integer representation of the version of the account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "status": {"name": "status", "description": "ACTIVE - Account is active; this is the default state\nCANCELLED - Account has been permanently cancelled\nDRAFT - Account is in draft status, meaning it's not yet fully set up and it is not serving\nPENDING_DELETION - Denotes that the account has been requested to be deleted that is currently pending\nREMOVED - Denotes that the account was deleted, but must remain fetchable due to the existence of performance data.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "type": {"name": "type", "description": "BUSINESS - This is the only value allowed when creating accounts through the API.\nENTERPRISE - This value cannot be used to create accounts through the API and is reserved for accounts created by LinkedIn's internal ad operations systems.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "conversion_value_in_local_currency": {"name": "conversion_value_in_local_currency", "description": "The value generated by your conversions, displayed in your LinkedIn account's local currency, on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "total_conversions": {"name": "total_conversions", "description": "The total conversions being brought in the conversion fields you select in your `linkedin_ads__conversion_fields`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "external_website_conversions": {"name": "external_website_conversions", "description": "The actions taken on your website that you've defined as valuable to your business after clicking on LinkedIn ads.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "one_click_leads": {"name": "one_click_leads", "description": "Leads submitted after clicking on LinkedIn ads.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "linkedin://models/linkedin.yml", "build_path": null, "unrendered_config": {"materialized": "table", "schema": "linkedin_{{ var('directed_schema','dev') }}", "enabled": true}, "created_at": 1764622980.4684336, "relation_name": "\"postgres\".\"public_linkedin_dev\".\"linkedin_ads__account_report\"", "raw_code": "{{ config(enabled=var('ad_reporting__linkedin_ads_enabled', True)) }}\n\nwith account as (\n\n    select *\n    from {{ ref('stg_linkedin_ads__account_history') }}\n    where is_latest_version\n),\n\ncampaign as (\n\n    select *\n    from {{ ref('stg_linkedin_ads__campaign_history') }}\n    where is_latest_version\n),\n\nreport as (\n\n    select *,\n        {% if var('linkedin_ads__conversion_fields', none) %}\n            {{ var('linkedin_ads__conversion_fields') | join(' + ') }} as total_conversions\n        {% else %}\n            0 as total_conversions\n        {% endif %}\n    from {{ ref('stg_linkedin_ads__ad_analytics_by_campaign') }}\n),\n\nfinal as (\n\n    select \n        report.source_relation,\n        report.date_day,\n        account.account_id,\n        account.account_name,\n        account.version_tag,\n        account.currency,\n        account.status,\n        account.type,\n        account.last_modified_at,\n        account.created_at,\n        sum(report.total_conversions) as total_conversions,\n        sum(report.clicks) as clicks,\n        sum(report.impressions) as impressions,\n        sum(report.cost) as cost,\n        sum(coalesce(report.conversion_value_in_local_currency, 0)) as conversion_value_in_local_currency\n\n        {{ linkedin_ads_persist_pass_through_columns(pass_through_variable='linkedin_ads__conversion_fields', transform='sum', coalesce_with=0, except_variable='linkedin_ads__campaign_passthrough_metrics', exclude_fields=['conversion_value_in_local_currency']) }}\n        \n        {{ linkedin_ads_persist_pass_through_columns(pass_through_variable='linkedin_ads__campaign_passthrough_metrics', transform='sum', exclude_fields=['conversion_value_in_local_currency']) }}\n\n    from report \n    left join campaign \n        on report.campaign_id = campaign.campaign_id\n        and report.source_relation = campaign.source_relation\n    left join account \n        on campaign.account_id = account.account_id\n        and campaign.source_relation = account.source_relation\n\n    {{ dbt_utils.group_by(10) }}\n\n)\n\nselect *\nfrom final", "doc_blocks": [], "language": "sql", "refs": [{"name": "stg_linkedin_ads__account_history", "package": null, "version": null}, {"name": "stg_linkedin_ads__campaign_history", "package": null, "version": null}, {"name": "stg_linkedin_ads__ad_analytics_by_campaign", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.linkedin.linkedin_ads_persist_pass_through_columns", "macro.dbt_utils.group_by"], "nodes": ["model.linkedin.stg_linkedin_ads__account_history", "model.linkedin.stg_linkedin_ads__campaign_history", "model.linkedin.stg_linkedin_ads__ad_analytics_by_campaign"]}, "compiled_path": "target/compiled/linkedin/models/linkedin_ads__account_report.sql", "compiled": true, "compiled_code": "\n\nwith account as (\n\n    select *\n    from \"postgres\".\"public_linkedin_dev\".\"stg_linkedin_ads__account_history\"\n    where is_latest_version\n),\n\ncampaign as (\n\n    select *\n    from \"postgres\".\"public_linkedin_dev\".\"stg_linkedin_ads__campaign_history\"\n    where is_latest_version\n),\n\nreport as (\n\n    select *,\n        \n            external_website_conversions + one_click_leads as total_conversions\n        \n    from \"postgres\".\"public_linkedin_dev\".\"stg_linkedin_ads__ad_analytics_by_campaign\"\n),\n\nfinal as (\n\n    select \n        report.source_relation,\n        report.date_day,\n        account.account_id,\n        account.account_name,\n        account.version_tag,\n        account.currency,\n        account.status,\n        account.type,\n        account.last_modified_at,\n        account.created_at,\n        sum(report.total_conversions) as total_conversions,\n        sum(report.clicks) as clicks,\n        sum(report.impressions) as impressions,\n        sum(report.cost) as cost,\n        sum(coalesce(report.conversion_value_in_local_currency, 0)) as conversion_value_in_local_currency\n\n        \n\n\n\n    \n    \n\n\n\n    \n\n\n\n    \n    \n    \n        \n        , sum(coalesce(external_website_conversions, 0)) as external_website_conversions\n        \n\n    \n    \n    \n        \n        , sum(coalesce(one_click_leads, 0)) as one_click_leads\n        \n\n    \n\n\n\n        \n        \n\n\n\n\n\n    \n\n\n\n\n\n\n    from report \n    left join campaign \n        on report.campaign_id = campaign.campaign_id\n        and report.source_relation = campaign.source_relation\n    left join account \n        on campaign.account_id = account.account_id\n        and campaign.source_relation = account.source_relation\n\n    group by 1,2,3,4,5,6,7,8,9,10\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, "primary_key": [], "time_spine": null}, "model.linkedin.linkedin_ads__campaign_group_report": {"database": "postgres", "schema": "public_linkedin_dev", "name": "linkedin_ads__campaign_group_report", "resource_type": "model", "package_name": "linkedin", "path": "linkedin_ads__campaign_group_report.sql", "original_file_path": "models/linkedin_ads__campaign_group_report.sql", "unique_id": "model.linkedin.linkedin_ads__campaign_group_report", "fqn": ["linkedin", "linkedin_ads__campaign_group_report"], "alias": "linkedin_ads__campaign_group_report", "checksum": {"name": "sha256", "checksum": "6779ecaffd04d2f0d0bb9d8de21809f90a53ed6d8e9d0b5a481e1b4d99c125f2"}, "config": {"enabled": true, "alias": null, "schema": "linkedin_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "batch_size": null, "lookback": 1, "begin": 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}, "event_time": null, "concurrent_batches": null, "access": "protected", "freshness": null}, "tags": [], "description": "Each record in this table represents the daily performance of ads at the campaign group level.", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.linkedin.source_relation"]}, "account_name": {"name": "account_name", "description": "A label for the account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "account_id": {"name": "account_id", "description": "Unique internal ID representing the account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "date_day": {"name": "date_day", "description": "The day of the activity.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "clicks": {"name": "clicks", "description": "The count of chargeable clicks.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "impressions": {"name": "impressions", "description": "This is the count of \"impressions\" for Direct Ads and Sponsored Updates and \"sends\" for InMails.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "cost": {"name": "cost", "description": "The cost of the ads in the local currency or USD.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "campaign_group_name": {"name": "campaign_group_name", "description": "A label for the campaign group.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "campaign_group_id": {"name": "campaign_group_id", "description": "Unique internal ID representing the campaign group.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "last_modified_at": {"name": "last_modified_at", "description": "The timestamp of when the version was updated.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "created_at": {"name": "created_at", "description": "The timestamp of when the campaign group was created.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "is_backfilled": {"name": "is_backfilled", "description": "Flag that denotes whether the campaign group was created organically or to backfill existing campaigns. This is a read-only field set by the system. Default = false.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "run_schedule_start_at": {"name": "run_schedule_start_at", "description": "Represents the inclusive (greater than or equal to) date when to start running the associated campaigns under this campaign group. This field is required.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "run_schedule_end_at": {"name": "run_schedule_end_at", "description": "Represents the exclusive (strictly less than) date when to stop running the associated campaigns under this campaign group. If this field is unset, it indicates an open range with no end date.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "status": {"name": "status", "description": "Status of campaign group. Possible values are: ACTIVE - Denotes that the campaign group is capable of serving ads, subject to run date and budget limitations (as well as any other limitations at the account or campaign level). ARCHIVED - Denotes that the campaign group is presently inactive, and should mostly be hidden in the UI until un-archived. CANCELLED - Denotes that the campaign group has been permanently canceled and cannot be reactivated. Not a settable status. DRAFT - Denotes that the campaign group is in a preliminary state and should temporarily not be served. PAUSED - Denotes that the campaign group meets all requirements to be served, but temporarily should not be. PENDING_DELETION - Denotes that the campaign group has been requested to be deleted that is currently pending. REMOVED - Denoted that the campaign group was deleted, but must remain fetchable due to the existence of performance data.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "currency": {"name": "currency", "description": "The ISO 4217 currency code of the account, such as 'USD' for United States Dollar (default).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "conversion_value_in_local_currency": {"name": "conversion_value_in_local_currency", "description": "The value generated by your conversions, displayed in your LinkedIn account's local currency, on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "total_conversions": {"name": "total_conversions", "description": "The total conversions being brought in the conversion fields you select in your `linkedin_ads__conversion_fields`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "external_website_conversions": {"name": "external_website_conversions", "description": "The actions taken on your website that you've defined as valuable to your business after clicking on LinkedIn ads.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "one_click_leads": {"name": "one_click_leads", "description": "Leads submitted after clicking on LinkedIn ads.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "linkedin://models/linkedin.yml", "build_path": null, "unrendered_config": {"materialized": "table", "schema": "linkedin_{{ var('directed_schema','dev') }}", "enabled": true}, "created_at": 1764622980.4790797, "relation_name": "\"postgres\".\"public_linkedin_dev\".\"linkedin_ads__campaign_group_report\"", "raw_code": "{{ config(enabled=var('ad_reporting__linkedin_ads_enabled', True)) }}\n\nwith campaign_group as (\n\n    select *\n    from {{ ref('stg_linkedin_ads__campaign_group_history') }}\n    where is_latest_version\n),\n\ncampaign as (\n\n    select *\n    from {{ ref('stg_linkedin_ads__campaign_history') }}\n    where is_latest_version\n),\n\naccount as (\n\n    select *\n    from {{ ref('stg_linkedin_ads__account_history') }}\n    where is_latest_version\n),\n\nreport as (\n\n    select *,\n        {% if var('linkedin_ads__conversion_fields', none) %}\n            {{ var('linkedin_ads__conversion_fields') | join(' + ') }} as total_conversions\n        {% else %}\n            0 as total_conversions\n        {% endif %}\n    from {{ ref('stg_linkedin_ads__ad_analytics_by_campaign') }}\n),\n\nfinal as (\n\n    select \n        report.source_relation,\n        report.date_day,\n        campaign_group.campaign_group_id,\n        campaign_group.campaign_group_name,\n        account.account_id,\n        account.account_name,\n        campaign_group.status,\n        account.currency,\n        campaign_group.is_backfilled,\n        campaign_group.run_schedule_start_at,\n        campaign_group.run_schedule_end_at,\n        campaign_group.last_modified_at,\n        campaign_group.created_at,\n        sum(report.total_conversions) as total_conversions,\n        sum(report.clicks) as clicks,\n        sum(report.impressions) as impressions,\n        sum(report.cost) as cost,\n        sum(coalesce(report.conversion_value_in_local_currency, 0)) as conversion_value_in_local_currency\n\n        {{ linkedin_ads_persist_pass_through_columns(pass_through_variable='linkedin_ads__conversion_fields', transform='sum', coalesce_with=0, except_variable='linkedin_ads__campaign_passthrough_metrics', exclude_fields=['conversion_value_in_local_currency']) }}\n\n        {{ linkedin_ads_persist_pass_through_columns(pass_through_variable='linkedin_ads__campaign_passthrough_metrics', transform='sum', exclude_fields=['conversion_value_in_local_currency']) }}\n\n    from report \n    left join campaign \n        on report.campaign_id = campaign.campaign_id\n        and report.source_relation = campaign.source_relation\n    left join campaign_group\n        on campaign.campaign_group_id = campaign_group.campaign_group_id\n        and campaign.source_relation = campaign_group.source_relation\n    left join account \n        on campaign.account_id = account.account_id\n        and campaign.source_relation = account.source_relation\n\n    {{ dbt_utils.group_by(13) }}\n\n)\n\nselect *\nfrom final", "doc_blocks": [], "language": "sql", "refs": [{"name": "stg_linkedin_ads__campaign_group_history", "package": null, "version": null}, {"name": "stg_linkedin_ads__campaign_history", "package": null, "version": null}, {"name": "stg_linkedin_ads__account_history", "package": null, "version": null}, {"name": "stg_linkedin_ads__ad_analytics_by_campaign", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.linkedin.linkedin_ads_persist_pass_through_columns", "macro.dbt_utils.group_by"], "nodes": ["model.linkedin.stg_linkedin_ads__campaign_group_history", "model.linkedin.stg_linkedin_ads__campaign_history", "model.linkedin.stg_linkedin_ads__account_history", "model.linkedin.stg_linkedin_ads__ad_analytics_by_campaign"]}, "compiled_path": "target/compiled/linkedin/models/linkedin_ads__campaign_group_report.sql", "compiled": true, "compiled_code": "\n\nwith campaign_group as (\n\n    select *\n    from \"postgres\".\"public_linkedin_dev\".\"stg_linkedin_ads__campaign_group_history\"\n    where is_latest_version\n),\n\ncampaign as (\n\n    select *\n    from \"postgres\".\"public_linkedin_dev\".\"stg_linkedin_ads__campaign_history\"\n    where is_latest_version\n),\n\naccount as (\n\n    select *\n    from \"postgres\".\"public_linkedin_dev\".\"stg_linkedin_ads__account_history\"\n    where is_latest_version\n),\n\nreport as (\n\n    select *,\n        \n            external_website_conversions + one_click_leads as total_conversions\n        \n    from \"postgres\".\"public_linkedin_dev\".\"stg_linkedin_ads__ad_analytics_by_campaign\"\n),\n\nfinal as (\n\n    select \n        report.source_relation,\n        report.date_day,\n        campaign_group.campaign_group_id,\n        campaign_group.campaign_group_name,\n        account.account_id,\n        account.account_name,\n        campaign_group.status,\n        account.currency,\n        campaign_group.is_backfilled,\n        campaign_group.run_schedule_start_at,\n        campaign_group.run_schedule_end_at,\n        campaign_group.last_modified_at,\n        campaign_group.created_at,\n        sum(report.total_conversions) as total_conversions,\n        sum(report.clicks) as clicks,\n        sum(report.impressions) as impressions,\n        sum(report.cost) as cost,\n        sum(coalesce(report.conversion_value_in_local_currency, 0)) as conversion_value_in_local_currency\n\n        \n\n\n\n    \n    \n\n\n\n    \n\n\n\n    \n    \n    \n        \n        , sum(coalesce(external_website_conversions, 0)) as external_website_conversions\n        \n\n    \n    \n    \n        \n        , sum(coalesce(one_click_leads, 0)) as one_click_leads\n        \n\n    \n\n\n\n\n        \n\n\n\n\n\n    \n\n\n\n\n\n\n    from report \n    left join campaign \n        on report.campaign_id = campaign.campaign_id\n        and report.source_relation = campaign.source_relation\n    left join campaign_group\n        on campaign.campaign_group_id = campaign_group.campaign_group_id\n        and campaign.source_relation = campaign_group.source_relation\n    left join account \n        on campaign.account_id = account.account_id\n        and campaign.source_relation = account.source_relation\n\n    group by 1,2,3,4,5,6,7,8,9,10,11,12,13\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, "primary_key": [], "time_spine": null}, "model.linkedin.linkedin_ads__campaign_report": {"database": "postgres", "schema": "public_linkedin_dev", "name": "linkedin_ads__campaign_report", "resource_type": "model", "package_name": "linkedin", "path": "linkedin_ads__campaign_report.sql", "original_file_path": "models/linkedin_ads__campaign_report.sql", "unique_id": "model.linkedin.linkedin_ads__campaign_report", "fqn": ["linkedin", "linkedin_ads__campaign_report"], "alias": "linkedin_ads__campaign_report", "checksum": {"name": "sha256", "checksum": "db37ff0d37bbd8c514396c692c9addcdd6c4d1e3fb1ba7bdb7a67c44678bbdaf"}, "config": {"enabled": true, "alias": null, "schema": "linkedin_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "batch_size": null, "lookback": 1, "begin": 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}, "event_time": null, "concurrent_batches": null, "access": "protected", "freshness": null}, "tags": [], "description": "Each record in this table represents the daily performance of ads at the campaign level.", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.linkedin.source_relation"]}, "account_name": {"name": "account_name", "description": "A label for the account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "account_id": {"name": "account_id", "description": "Unique internal ID representing the account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "date_day": {"name": "date_day", "description": "The day of the activity.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "clicks": {"name": "clicks", "description": "The count of chargeable clicks.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "impressions": {"name": "impressions", "description": "This is the count of \"impressions\" for Direct Ads and Sponsored Updates and \"sends\" for InMails.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "cost": {"name": "cost", "description": "The cost of the ads in the local currency or USD.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "campaign_group_name": {"name": "campaign_group_name", "description": "A label for the campaign group.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "campaign_group_id": {"name": "campaign_group_id", "description": "Unique internal ID representing the campaign group.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "campaign_name": {"name": "campaign_name", "description": "A label for the campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "campaign_id": {"name": "campaign_id", "description": "Unique internal ID representing the campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "campaign_group_status": {"name": "campaign_group_status", "description": "Status of campaign's campaign group. Possible values are: ACTIVE - Denotes that the campaign group is capable of serving ads, subject to run date and budget limitations (as well as any other limitations at the account or campaign level). ARCHIVED - Denotes that the campaign group is presently inactive, and should mostly be hidden in the UI until un-archived. CANCELLED - Denotes that the campaign group has been permanently canceled and cannot be reactivated. Not a settable status. DRAFT - Denotes that the campaign group is in a preliminary state and should temporarily not be served. PAUSED - Denotes that the campaign group meets all requirements to be served, but temporarily should not be. PENDING_DELETION - Denotes that the campaign group has been requested to be deleted that is currently pending. REMOVED - Denoted that the campaign group was deleted, but must remain fetchable due to the existence of performance data.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "last_modified_at": {"name": "last_modified_at", "description": "The timestamp of when the version was updated.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "created_at": {"name": "created_at", "description": "The timestamp of when the campaign was created.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "version_tag": {"name": "version_tag", "description": "An integer representation of the version of the campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "is_audience_expansion_enabled": {"name": "is_audience_expansion_enabled", "description": "Boolean (default=false) representing whether Audience Expansion is enabled for the campaign provides query expansion for certain targeting criteria.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "cost_type": {"name": "cost_type", "description": "CPM - Cost per thousand advertising impressions. If type=SPONSORED_INMAILS; cost per send(CPS) is measured as CPM x 1000.\nCPC- Cost per individual click on the associated link.\nCPV- Cost per view for video ads.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "creative_selection": {"name": "creative_selection", "description": "ROUND_ROBIN - Rotate through available creatives to serve them as evenly as possible.\nOPTIMIZED (default) - Bias selection taking into account such as expected performance. Not available for Message and Conversation Ads (type=SPONSORED_INMAILS).\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "daily_budget_amount": {"name": "daily_budget_amount", "description": "Maximum amount to spend per day UTC. The amount of money as a real number string.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "daily_budget_currency_code": {"name": "daily_budget_currency_code", "description": "ISO currency code. The currency must match that of the parent account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "format": {"name": "format", "description": "The ad format on the campaign level. See https://docs.microsoft.com/en-us/linkedin/marketing/integrations/ads/campaign-formats?view=li-lms-2022-07", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "locale_country": {"name": "locale_country", "description": "Locale of the campaign. An uppercase two-letter country code as defined by ISO-3166.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "locale_language": {"name": "locale_language", "description": "Locale of the campaign. A lowercase two-letter language code as defined by ISO-639.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "objective_type": {"name": "objective_type", "description": "Campaign Objective type values. Click [here](https://docs.microsoft.com/en-us/linkedin/marketing/integrations/ads-reporting/ad-budget-pricing-type-combinations?view=li-lms-2022-07) for Campaign Objective descriptions. One of: - BRAND_AWARENESS - ENGAGEMENT - JOB_APPLICANTS - LEAD_GENERATION - WEBSITE_CONVERSIONS - WEBSITE_VISITS - VIDEO_VIEWS\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "is_offsite_delivery_enabled": {"name": "is_offsite_delivery_enabled", "description": "Boolean indicating if this campaign to allowed to be served on the LinkedIn Audience Network to extend the reach of your campaign by delivering ads beyond the  LinkedIn feed to members on third-party apps and sites.\t(default will be \"True\" from June 30, 2022)\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "optimization_target_type": {"name": "optimization_target_type", "description": "Determines how this campaign is optimized for spending. If this is not set, there is no optimization. Refer to the documentation here. Default = 'NONE'.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "run_schedule_start_at": {"name": "run_schedule_start_at", "description": "Scheduled date range to run associated creatives. The start date must be non-null. Represents the inclusive (greater than or equal to) value in which to start the range.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "run_schedule_end_at": {"name": "run_schedule_end_at", "description": "Scheduled date range to run associated creatives. The start date must be non-null. Represents the exclusive (strictly less than) value in which to end the range, if provided.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "campaign_status": {"name": "campaign_status", "description": "ACTIVE - Denotes that the campaign is fully servable.\nPAUSED - Denotes that the campaign meets all requirements to be served, but temporarily should not be.\nARCHIVED - Denotes that the campaign is presently inactive, and should mostly be hidden in the UI until un-archived.\nCOMPLETED - Denotes that the campaign has reached a specified budgetary or chronological limit.\nCANCELED - Denotes that the campaign has been permanently canceled, such as when an advertising account is permanently closed.\nDRAFT - Denotes that the campaign is still being edited and not eligible for serving. Some validation will be postponed until the campaign is activated.\nPENDING_DELETION - Denotes that the campaign has been requested to be deleted that is currently pending.\nREMOVED - Denotes that the campaign was deleted, but must remain fetchable due to the existence of performance data.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "type": {"name": "type", "description": "TEXT_AD - Text-based ads that show up in the right column or top of the page on LinkedIn.\nSPONSORED_UPDATES - Native ads that promote a company's content updates in the LinkedIn feed.\nSPONSORED_INMAILS - Personalized messages with a call-to-action button delivered to a LinkedIn's member inbox.\nDYNAMIC - Ads that are dynamically personalized.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "unit_cost_amount": {"name": "unit_cost_amount", "description": "This value is used as one of the following: amount to bid (for manual bidding), amount which is the target cost (for target cost bidding) per click,  impression, or other event depending on the pricing model, or cost cap (for cost cap bidding). The amount of money as a real number string.  The amount should be non-negative if the bidding strategy is manual, target cost, or cost cap bidding. The default is 0 with the currency code set to match that of the associated account.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "unit_cost_currency_code": {"name": "unit_cost_currency_code", "description": "Amount to bid per click, impression, or other event depending on the pricing model. The default is 0 with the currency code set to match that of the associated account.  ISO currency code.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "currency": {"name": "currency", "description": "The ISO 4217 currency code of the account, such as 'USD' for United States Dollar (default).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "conversion_value_in_local_currency": {"name": "conversion_value_in_local_currency", "description": "The value generated by your conversions, displayed in your LinkedIn account's local currency, on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "total_conversions": {"name": "total_conversions", "description": "The total conversions being brought in the conversion fields you select in your `linkedin_ads__conversion_fields`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "external_website_conversions": {"name": "external_website_conversions", "description": "The actions taken on your website that you've defined as valuable to your business after clicking on LinkedIn ads.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "one_click_leads": {"name": "one_click_leads", "description": "Leads submitted after clicking on LinkedIn ads.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "linkedin://models/linkedin.yml", "build_path": null, "unrendered_config": {"materialized": "table", "schema": "linkedin_{{ var('directed_schema','dev') }}", "enabled": true}, "created_at": 1764622980.4772701, "relation_name": "\"postgres\".\"public_linkedin_dev\".\"linkedin_ads__campaign_report\"", "raw_code": "{{ config(enabled=var('ad_reporting__linkedin_ads_enabled', True)) }}\n\nwith campaign as (\n\n    select *\n    from {{ ref('stg_linkedin_ads__campaign_history') }}\n    where is_latest_version\n),\n\ncampaign_group as (\n\n    select *\n    from {{ ref('stg_linkedin_ads__campaign_group_history') }}\n    where is_latest_version\n),\n\naccount as (\n\n    select *\n    from {{ ref('stg_linkedin_ads__account_history') }}\n    where is_latest_version\n),\n\nreport as (\n\n    select *,\n        {% if var('linkedin_ads__conversion_fields', none) %}\n            {{ var('linkedin_ads__conversion_fields') | join(' + ') }} as total_conversions\n        {% else %}\n            0 as total_conversions\n        {% endif %}\n    from {{ ref('stg_linkedin_ads__ad_analytics_by_campaign') }}\n),\n\nfinal as (\n\n    select \n        report.source_relation,\n        report.date_day,\n        report.campaign_id,\n        campaign.campaign_name,\n        campaign.version_tag,\n        campaign_group.campaign_group_id,\n        campaign_group.campaign_group_name,\n        account.account_id,\n        account.account_name,\n        campaign.status as campaign_status,\n        campaign_group.status as campaign_group_status,\n        campaign.type,\n        campaign.cost_type,\n        campaign.creative_selection,\n        campaign.daily_budget_amount,\n        campaign.daily_budget_currency_code,\n        campaign.unit_cost_amount,\n        campaign.unit_cost_currency_code,\n        account.currency,\n        campaign.format,\n        campaign.locale_country,\n        campaign.locale_language,\n        campaign.objective_type,\n        campaign.optimization_target_type,\n        campaign.is_audience_expansion_enabled,\n        campaign.is_offsite_delivery_enabled,\n        campaign.run_schedule_start_at,\n        campaign.run_schedule_end_at,\n        campaign.last_modified_at,\n        campaign.created_at,\n        sum(report.total_conversions) as total_conversions,\n        sum(report.clicks) as clicks,\n        sum(report.impressions) as impressions,\n        sum(report.cost) as cost,\n        sum(coalesce(report.conversion_value_in_local_currency, 0)) as conversion_value_in_local_currency\n\n        {{ linkedin_ads_persist_pass_through_columns(pass_through_variable='linkedin_ads__conversion_fields', transform='sum', coalesce_with=0, except_variable='linkedin_ads__campaign_passthrough_metrics', exclude_fields=['conversion_value_in_local_currency']) }}\n        \n        {{ linkedin_ads_persist_pass_through_columns(pass_through_variable='linkedin_ads__campaign_passthrough_metrics', transform='sum', exclude_fields=['conversion_value_in_local_currency']) }}\n\n    from report \n    left join campaign \n        on report.campaign_id = campaign.campaign_id\n        and report.source_relation = campaign.source_relation\n    left join campaign_group\n        on campaign.campaign_group_id = campaign_group.campaign_group_id\n        and campaign.source_relation = campaign_group.source_relation\n    left join account \n        on campaign.account_id = account.account_id\n        and campaign.source_relation = account.source_relation\n\n    {{ dbt_utils.group_by(30) }}\n\n)\n\nselect *\nfrom final", "doc_blocks": [], "language": "sql", "refs": [{"name": "stg_linkedin_ads__campaign_history", "package": null, "version": null}, {"name": "stg_linkedin_ads__campaign_group_history", "package": null, "version": null}, {"name": "stg_linkedin_ads__account_history", "package": null, "version": null}, {"name": "stg_linkedin_ads__ad_analytics_by_campaign", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.linkedin.linkedin_ads_persist_pass_through_columns", "macro.dbt_utils.group_by"], "nodes": ["model.linkedin.stg_linkedin_ads__campaign_history", "model.linkedin.stg_linkedin_ads__campaign_group_history", "model.linkedin.stg_linkedin_ads__account_history", "model.linkedin.stg_linkedin_ads__ad_analytics_by_campaign"]}, "compiled_path": "target/compiled/linkedin/models/linkedin_ads__campaign_report.sql", "compiled": true, "compiled_code": "\n\nwith campaign as (\n\n    select *\n    from \"postgres\".\"public_linkedin_dev\".\"stg_linkedin_ads__campaign_history\"\n    where is_latest_version\n),\n\ncampaign_group as (\n\n    select *\n    from \"postgres\".\"public_linkedin_dev\".\"stg_linkedin_ads__campaign_group_history\"\n    where is_latest_version\n),\n\naccount as (\n\n    select *\n    from \"postgres\".\"public_linkedin_dev\".\"stg_linkedin_ads__account_history\"\n    where is_latest_version\n),\n\nreport as (\n\n    select *,\n        \n            external_website_conversions + one_click_leads as total_conversions\n        \n    from \"postgres\".\"public_linkedin_dev\".\"stg_linkedin_ads__ad_analytics_by_campaign\"\n),\n\nfinal as (\n\n    select \n        report.source_relation,\n        report.date_day,\n        report.campaign_id,\n        campaign.campaign_name,\n        campaign.version_tag,\n        campaign_group.campaign_group_id,\n        campaign_group.campaign_group_name,\n        account.account_id,\n        account.account_name,\n        campaign.status as campaign_status,\n        campaign_group.status as campaign_group_status,\n        campaign.type,\n        campaign.cost_type,\n        campaign.creative_selection,\n        campaign.daily_budget_amount,\n        campaign.daily_budget_currency_code,\n        campaign.unit_cost_amount,\n        campaign.unit_cost_currency_code,\n        account.currency,\n        campaign.format,\n        campaign.locale_country,\n        campaign.locale_language,\n        campaign.objective_type,\n        campaign.optimization_target_type,\n        campaign.is_audience_expansion_enabled,\n        campaign.is_offsite_delivery_enabled,\n        campaign.run_schedule_start_at,\n        campaign.run_schedule_end_at,\n        campaign.last_modified_at,\n        campaign.created_at,\n        sum(report.total_conversions) as total_conversions,\n        sum(report.clicks) as clicks,\n        sum(report.impressions) as impressions,\n        sum(report.cost) as cost,\n        sum(coalesce(report.conversion_value_in_local_currency, 0)) as conversion_value_in_local_currency\n\n        \n\n\n\n    \n    \n\n\n\n    \n\n\n\n    \n    \n    \n        \n        , sum(coalesce(external_website_conversions, 0)) as external_website_conversions\n        \n\n    \n    \n    \n        \n        , sum(coalesce(one_click_leads, 0)) as one_click_leads\n        \n\n    \n\n\n\n        \n        \n\n\n\n\n\n    \n\n\n\n\n\n\n    from report \n    left join campaign \n        on report.campaign_id = campaign.campaign_id\n        and report.source_relation = campaign.source_relation\n    left join campaign_group\n        on campaign.campaign_group_id = campaign_group.campaign_group_id\n        and campaign.source_relation = campaign_group.source_relation\n    left join account \n        on campaign.account_id = account.account_id\n        and campaign.source_relation = account.source_relation\n\n    group by 1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30\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, "primary_key": [], "time_spine": null}, "model.linkedin.linkedin_ads__url_report": {"database": "postgres", "schema": "public_linkedin_dev", "name": "linkedin_ads__url_report", "resource_type": "model", "package_name": "linkedin", "path": "linkedin_ads__url_report.sql", "original_file_path": "models/linkedin_ads__url_report.sql", "unique_id": "model.linkedin.linkedin_ads__url_report", "fqn": ["linkedin", "linkedin_ads__url_report"], "alias": "linkedin_ads__url_report", "checksum": {"name": "sha256", "checksum": "8e023b4ed38d8a2914262e47ea0bcb43312398adbab36df8774dd7eecef77b7d"}, "config": {"enabled": true, "alias": null, "schema": "linkedin_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "batch_size": null, "lookback": 1, "begin": 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}, "event_time": null, "concurrent_batches": null, "access": "protected", "freshness": null}, "tags": [], "description": "Each record in this table represents the daily performance of ads at the url level.", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.linkedin.source_relation"]}, "account_name": {"name": "account_name", "description": "A label for the account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "account_id": {"name": "account_id", "description": "Unique internal ID representing the account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "date_day": {"name": "date_day", "description": "The day of the activity.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "clicks": {"name": "clicks", "description": "The count of chargeable clicks.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "impressions": {"name": "impressions", "description": "This is the count of \"impressions\" for Direct Ads and Sponsored Updates and \"sends\" for InMails.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "cost": {"name": "cost", "description": "The cost of the ads in the local currency or USD.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "campaign_group_name": {"name": "campaign_group_name", "description": "A label for the campaign group.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "campaign_group_id": {"name": "campaign_group_id", "description": "Unique internal ID representing the campaign group.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "creative_id": {"name": "creative_id", "description": "Unique internal ID representing the creative.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "click_uri": {"name": "click_uri", "description": "The URL where the member should be redirected to, on clicking the text ad or spotlight ad.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "click_uri_type": {"name": "click_uri_type", "description": "Will either be `text_ad`, `spotlight`, or `null` to indicate the origin of the click_uri.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "base_url": {"name": "base_url", "description": "The base URL of the ad, extracted from the `click_uri`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "url_host": {"name": "url_host", "description": "The URL host of the ad, extracted from the `click_uri`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "url_path": {"name": "url_path", "description": "The URL path of the ad, extracted from the `click_uri`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "utm_source": {"name": "utm_source", "description": "The utm_source parameter of the ad, extracted from the `click_uri`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "utm_medium": {"name": "utm_medium", "description": "The utm_medium parameter of the ad, extracted from the `click_uri`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "utm_campaign": {"name": "utm_campaign", "description": "The utm_campaign parameter of the ad, extracted from the `click_uri`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "utm_content": {"name": "utm_content", "description": "The utm_content parameter of the ad, extracted from the `click_uri`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "utm_term": {"name": "utm_term", "description": "The utm_term parameter of the ad, extracted from the `click_uri`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "currency": {"name": "currency", "description": "The ISO 4217 currency code of the account, such as 'USD' for United States Dollar (default).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "campaign_name": {"name": "campaign_name", "description": "A label for the creative's campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "campaign_id": {"name": "campaign_id", "description": "Unique internal ID representing the creative's campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "conversion_value_in_local_currency": {"name": "conversion_value_in_local_currency", "description": "The value generated by your conversions, displayed in your LinkedIn account's local currency, on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "total_conversions": {"name": "total_conversions", "description": "The total conversions being brought in the conversion fields you select in your `linkedin_ads__conversion_fields`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "external_website_conversions": {"name": "external_website_conversions", "description": "The actions taken on your website that you've defined as valuable to your business after clicking on LinkedIn ads.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "one_click_leads": {"name": "one_click_leads", "description": "Leads submitted after clicking on LinkedIn ads.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "linkedin://models/linkedin.yml", "build_path": null, "unrendered_config": {"materialized": "table", "schema": "linkedin_{{ var('directed_schema','dev') }}", "enabled": true}, "created_at": 1764622980.4863591, "relation_name": "\"postgres\".\"public_linkedin_dev\".\"linkedin_ads__url_report\"", "raw_code": "{{ config(enabled=var('ad_reporting__linkedin_ads_enabled', True)) }}\n\nwith creative as (\n\n    select *\n    from {{ ref('stg_linkedin_ads__creative_history') }}\n    where is_latest_version\n),\n\ncampaign as (\n\n    select *\n    from {{ ref('stg_linkedin_ads__campaign_history') }}\n    where is_latest_version\n),\n\ncampaign_group as (\n\n    select *\n    from {{ ref('stg_linkedin_ads__campaign_group_history') }}\n    where is_latest_version\n),\n\naccount as (\n\n    select *\n    from {{ ref('stg_linkedin_ads__account_history') }}\n    where is_latest_version\n),\n\nreport as (\n\n    select *,\n        {% if var('linkedin_ads__conversion_fields', none) %}\n            {{ var('linkedin_ads__conversion_fields') | join(' + ') }} as total_conversions\n        {% else %}\n            0 as total_conversions\n        {% endif %}\n    from {{ ref('stg_linkedin_ads__ad_analytics_by_creative') }}\n),\n\nfinal as (\n\n    select \n        report.source_relation,\n        report.date_day,\n        creative.click_uri,\n        creative.click_uri_type,\n        creative.base_url,\n        creative.url_host,\n        creative.url_path,\n        creative.utm_source,\n        creative.utm_medium,\n        creative.utm_campaign,\n        creative.utm_content,\n        creative.utm_term,\n        report.creative_id,\n        campaign.campaign_id,\n        campaign.campaign_name,\n        campaign_group.campaign_group_id,\n        campaign_group.campaign_group_name,\n        account.account_id,\n        account.account_name,\n        account.currency,\n        sum(report.total_conversions) as total_conversions,\n        sum(report.clicks) as clicks,\n        sum(report.impressions) as impressions,\n        sum(report.cost) as cost,\n        sum(coalesce(report.conversion_value_in_local_currency, 0)) as conversion_value_in_local_currency\n\n        {{ linkedin_ads_persist_pass_through_columns(pass_through_variable='linkedin_ads__conversion_fields', transform='sum', coalesce_with=0, except_variable='linkedin_ads__creative_passthrough_metrics', exclude_fields=['conversion_value_in_local_currency']) }}\n\n        {{ linkedin_ads_persist_pass_through_columns(pass_through_variable='linkedin_ads__creative_passthrough_metrics', transform='sum', exclude_fields=['conversion_value_in_local_currency']) }}\n\n    from report \n    left join creative \n        on report.creative_id = creative.creative_id\n        and report.source_relation = creative.source_relation\n    left join campaign \n        on creative.campaign_id = campaign.campaign_id\n        and creative.source_relation = campaign.source_relation\n    left join campaign_group\n        on campaign.campaign_group_id = campaign_group.campaign_group_id\n        and campaign.source_relation = campaign_group.source_relation\n    left join account \n        on campaign.account_id = account.account_id\n        and campaign.source_relation = account.source_relation\n\n    {% if var('ad_reporting__url_report__using_null_filter', True) %}\n        where creative.click_uri is not null\n    {% endif %}\n\n    {{ dbt_utils.group_by(20) }}\n\n)\n\nselect *\nfrom final", "doc_blocks": [], "language": "sql", "refs": [{"name": "stg_linkedin_ads__creative_history", "package": null, "version": null}, {"name": "stg_linkedin_ads__campaign_history", "package": null, "version": null}, {"name": "stg_linkedin_ads__campaign_group_history", "package": null, "version": null}, {"name": "stg_linkedin_ads__account_history", "package": null, "version": null}, {"name": "stg_linkedin_ads__ad_analytics_by_creative", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.linkedin.linkedin_ads_persist_pass_through_columns", "macro.dbt_utils.group_by"], "nodes": ["model.linkedin.stg_linkedin_ads__creative_history", "model.linkedin.stg_linkedin_ads__campaign_history", "model.linkedin.stg_linkedin_ads__campaign_group_history", "model.linkedin.stg_linkedin_ads__account_history", "model.linkedin.stg_linkedin_ads__ad_analytics_by_creative"]}, "compiled_path": "target/compiled/linkedin/models/linkedin_ads__url_report.sql", "compiled": true, "compiled_code": "\n\nwith creative as (\n\n    select *\n    from \"postgres\".\"public_linkedin_dev\".\"stg_linkedin_ads__creative_history\"\n    where is_latest_version\n),\n\ncampaign as (\n\n    select *\n    from \"postgres\".\"public_linkedin_dev\".\"stg_linkedin_ads__campaign_history\"\n    where is_latest_version\n),\n\ncampaign_group as (\n\n    select *\n    from \"postgres\".\"public_linkedin_dev\".\"stg_linkedin_ads__campaign_group_history\"\n    where is_latest_version\n),\n\naccount as (\n\n    select *\n    from \"postgres\".\"public_linkedin_dev\".\"stg_linkedin_ads__account_history\"\n    where is_latest_version\n),\n\nreport as (\n\n    select *,\n        \n            external_website_conversions + one_click_leads as total_conversions\n        \n    from \"postgres\".\"public_linkedin_dev\".\"stg_linkedin_ads__ad_analytics_by_creative\"\n),\n\nfinal as (\n\n    select \n        report.source_relation,\n        report.date_day,\n        creative.click_uri,\n        creative.click_uri_type,\n        creative.base_url,\n        creative.url_host,\n        creative.url_path,\n        creative.utm_source,\n        creative.utm_medium,\n        creative.utm_campaign,\n        creative.utm_content,\n        creative.utm_term,\n        report.creative_id,\n        campaign.campaign_id,\n        campaign.campaign_name,\n        campaign_group.campaign_group_id,\n        campaign_group.campaign_group_name,\n        account.account_id,\n        account.account_name,\n        account.currency,\n        sum(report.total_conversions) as total_conversions,\n        sum(report.clicks) as clicks,\n        sum(report.impressions) as impressions,\n        sum(report.cost) as cost,\n        sum(coalesce(report.conversion_value_in_local_currency, 0)) as conversion_value_in_local_currency\n\n        \n\n\n\n    \n    \n        \n    \n\n\n\n    \n\n\n\n    \n    \n    \n        \n        , sum(coalesce(external_website_conversions, 0)) as external_website_conversions\n        \n\n    \n    \n    \n        \n        , sum(coalesce(one_click_leads, 0)) as one_click_leads\n        \n\n    \n\n\n\n\n        \n\n\n\n\n\n    \n\n\n\n    \n    \n    \n        \n\n    \n\n\n\n\n    from report \n    left join creative \n        on report.creative_id = creative.creative_id\n        and report.source_relation = creative.source_relation\n    left join campaign \n        on creative.campaign_id = campaign.campaign_id\n        and creative.source_relation = campaign.source_relation\n    left join campaign_group\n        on campaign.campaign_group_id = campaign_group.campaign_group_id\n        and campaign.source_relation = campaign_group.source_relation\n    left join account \n        on campaign.account_id = account.account_id\n        and campaign.source_relation = account.source_relation\n\n    \n        where creative.click_uri is not null\n    \n\n    group by 1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20\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, "primary_key": [], "time_spine": null}, "model.linkedin.linkedin_ads__monthly_campaign_region_report": {"database": "postgres", "schema": "public_linkedin_dev", "name": "linkedin_ads__monthly_campaign_region_report", "resource_type": "model", "package_name": "linkedin", "path": "linkedin_ads__monthly_campaign_region_report.sql", "original_file_path": "models/linkedin_ads__monthly_campaign_region_report.sql", "unique_id": "model.linkedin.linkedin_ads__monthly_campaign_region_report", "fqn": ["linkedin", "linkedin_ads__monthly_campaign_region_report"], "alias": "linkedin_ads__monthly_campaign_region_report", "checksum": {"name": "sha256", "checksum": "1a6720d282a78b77ab1c2c085d87830bd056ca8d05f4247015f4fdd7e0203e56"}, "config": {"enabled": true, "alias": null, "schema": "linkedin_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "batch_size": null, "lookback": 1, "begin": 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}, "event_time": null, "concurrent_batches": null, "access": "protected", "freshness": null}, "tags": [], "description": "Each record in this table represents the monthly performance of a campaign at the country level.", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.linkedin.source_relation"]}, "account_name": {"name": "account_name", "description": "A label for the account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "account_id": {"name": "account_id", "description": "Unique internal ID representing the account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "date_month": {"name": "date_month", "description": "The month of the activity.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "region_name": {"name": "region_name", "description": "Name of the region.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "clicks": {"name": "clicks", "description": "The count of chargeable clicks.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "impressions": {"name": "impressions", "description": "This is the count of \"impressions\" for Direct Ads and Sponsored Updates and \"sends\" for InMails.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "cost": {"name": "cost", "description": "The cost of the ads in the local currency or USD.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "campaign_group_name": {"name": "campaign_group_name", "description": "A label for the campaign group.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "campaign_group_id": {"name": "campaign_group_id", "description": "Unique internal ID representing the campaign group.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "campaign_name": {"name": "campaign_name", "description": "A label for the campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "campaign_id": {"name": "campaign_id", "description": "Unique internal ID representing the campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "campaign_group_status": {"name": "campaign_group_status", "description": "Status of campaign's campaign group. Possible values are: ACTIVE - Denotes that the campaign group is capable of serving ads, subject to run date and budget limitations (as well as any other limitations at the account or campaign level). ARCHIVED - Denotes that the campaign group is presently inactive, and should mostly be hidden in the UI until un-archived. CANCELLED - Denotes that the campaign group has been permanently canceled and cannot be reactivated. Not a settable status. DRAFT - Denotes that the campaign group is in a preliminary state and should temporarily not be served. PAUSED - Denotes that the campaign group meets all requirements to be served, but temporarily should not be. PENDING_DELETION - Denotes that the campaign group has been requested to be deleted that is currently pending. REMOVED - Denoted that the campaign group was deleted, but must remain fetchable due to the existence of performance data.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "last_modified_at": {"name": "last_modified_at", "description": "The timestamp of when the version was updated.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "created_at": {"name": "created_at", "description": "The timestamp of when the campaign was created.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "version_tag": {"name": "version_tag", "description": "An integer representation of the version of the campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "is_audience_expansion_enabled": {"name": "is_audience_expansion_enabled", "description": "Boolean (default=false) representing whether Audience Expansion is enabled for the campaign provides query expansion for certain targeting criteria.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "cost_type": {"name": "cost_type", "description": "CPM - Cost per thousand advertising impressions. If type=SPONSORED_INMAILS; cost per send(CPS) is measured as CPM x 1000.\nCPC- Cost per individual click on the associated link.\nCPV- Cost per view for video ads.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "creative_selection": {"name": "creative_selection", "description": "ROUND_ROBIN - Rotate through available creatives to serve them as evenly as possible.\nOPTIMIZED (default) - Bias selection taking into account such as expected performance. Not available for Message and Conversation Ads (type=SPONSORED_INMAILS).\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "daily_budget_amount": {"name": "daily_budget_amount", "description": "Maximum amount to spend per day UTC. The amount of money as a real number string.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "daily_budget_currency_code": {"name": "daily_budget_currency_code", "description": "ISO currency code. The currency must match that of the parent account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "format": {"name": "format", "description": "The ad format on the campaign level. See https://docs.microsoft.com/en-us/linkedin/marketing/integrations/ads/campaign-formats?view=li-lms-2022-07", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "campaign_locale_country": {"name": "campaign_locale_country", "description": "Locale of the campaign. An uppercase two-letter country code as defined by ISO-3166.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "campaign_locale_language": {"name": "campaign_locale_language", "description": "Locale of the campaign. A lowercase two-letter language code as defined by ISO-639.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "objective_type": {"name": "objective_type", "description": "Campaign Objective type values. Click [here](https://docs.microsoft.com/en-us/linkedin/marketing/integrations/ads-reporting/ad-budget-pricing-type-combinations?view=li-lms-2022-07) for Campaign Objective descriptions. One of: - BRAND_AWARENESS - ENGAGEMENT - JOB_APPLICANTS - LEAD_GENERATION - WEBSITE_CONVERSIONS - WEBSITE_VISITS - VIDEO_VIEWS\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "is_offsite_delivery_enabled": {"name": "is_offsite_delivery_enabled", "description": "Boolean indicating if this campaign to allowed to be served on the LinkedIn Audience Network to extend the reach of your campaign by delivering ads beyond the  LinkedIn feed to members on third-party apps and sites.\t(default will be \"True\" from June 30, 2022)\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "optimization_target_type": {"name": "optimization_target_type", "description": "Determines how this campaign is optimized for spending. If this is not set, there is no optimization. Refer to the documentation here. Default = 'NONE'.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "run_schedule_start_at": {"name": "run_schedule_start_at", "description": "Scheduled date range to run associated creatives. The start date must be non-null. Represents the inclusive (greater than or equal to) value in which to start the range.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "run_schedule_end_at": {"name": "run_schedule_end_at", "description": "Scheduled date range to run associated creatives. The start date must be non-null. Represents the exclusive (strictly less than) value in which to end the range, if provided.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "campaign_status": {"name": "campaign_status", "description": "ACTIVE - Denotes that the campaign is fully servable.\nPAUSED - Denotes that the campaign meets all requirements to be served, but temporarily should not be.\nARCHIVED - Denotes that the campaign is presently inactive, and should mostly be hidden in the UI until un-archived.\nCOMPLETED - Denotes that the campaign has reached a specified budgetary or chronological limit.\nCANCELED - Denotes that the campaign has been permanently canceled, such as when an advertising account is permanently closed.\nDRAFT - Denotes that the campaign is still being edited and not eligible for serving. Some validation will be postponed until the campaign is activated.\nPENDING_DELETION - Denotes that the campaign has been requested to be deleted that is currently pending.\nREMOVED - Denotes that the campaign was deleted, but must remain fetchable due to the existence of performance data.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "campaign_type": {"name": "campaign_type", "description": "TEXT_AD - Text-based ads that show up in the right column or top of the page on LinkedIn.\nSPONSORED_UPDATES - Native ads that promote a company's content updates in the LinkedIn feed.\nSPONSORED_INMAILS - Personalized messages with a call-to-action button delivered to a LinkedIn's member inbox.\nDYNAMIC - Ads that are dynamically personalized.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "unit_cost_amount": {"name": "unit_cost_amount", "description": "This value is used as one of the following: amount to bid (for manual bidding), amount which is the target cost (for target cost bidding) per click,  impression, or other event depending on the pricing model, or cost cap (for cost cap bidding). The amount of money as a real number string.  The amount should be non-negative if the bidding strategy is manual, target cost, or cost cap bidding. The default is 0 with the currency code set to match that of the associated account.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "unit_cost_currency_code": {"name": "unit_cost_currency_code", "description": "Amount to bid per click, impression, or other event depending on the pricing model. The default is 0 with the currency code set to match that of the associated account.  ISO currency code.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "account_currency": {"name": "account_currency", "description": "The ISO 4217 currency code of the account, such as 'USD' for United States Dollar (default).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "conversion_value_in_local_currency": {"name": "conversion_value_in_local_currency", "description": "The value generated by your conversions, displayed in your LinkedIn account's local currency, on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "total_conversions": {"name": "total_conversions", "description": "The total conversions being brought in the conversion fields you select in your `linkedin_ads__conversion_fields`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "external_website_conversions": {"name": "external_website_conversions", "description": "The actions taken on your website that you've defined as valuable to your business after clicking on LinkedIn ads.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "one_click_leads": {"name": "one_click_leads", "description": "Leads submitted after clicking on LinkedIn ads.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "linkedin://models/linkedin.yml", "build_path": null, "unrendered_config": {"materialized": "table", "schema": "linkedin_{{ var('directed_schema','dev') }}", "enabled": true}, "created_at": 1764622980.4930706, "relation_name": "\"postgres\".\"public_linkedin_dev\".\"linkedin_ads__monthly_campaign_region_report\"", "raw_code": "{{ config(enabled=fivetran_utils.enabled_vars(['ad_reporting__linkedin_ads_enabled','linkedin_ads__using_geo','linkedin_ads__using_monthly_ad_analytics_by_member_region'])) }}\n\nwith campaign as (\n\n    select *\n    from {{ ref('stg_linkedin_ads__campaign_history') }}\n    where is_latest_version\n),\n\ncampaign_group as (\n\n    select *\n    from {{ ref('stg_linkedin_ads__campaign_group_history') }}\n    where is_latest_version\n),\n\naccount as (\n\n    select *\n    from {{ ref('stg_linkedin_ads__account_history') }}\n    where is_latest_version\n),\n\ngeo as (\n\n    select *\n    from {{ ref('stg_linkedin_ads__geo') }}\n),\n\nreport as (\n\n    select *,\n        {% if var('linkedin_ads__conversion_fields', none) %}\n            {{ var('linkedin_ads__conversion_fields') | join(' + ') }} as total_conversions\n        {% else %}\n            0 as total_conversions\n        {% endif %}\n    from {{ ref('stg_linkedin_ads__monthly_ad_analytics_by_region') }}\n),\n\nfinal as (\n\n    select \n        report.source_relation,\n        report.date_month,\n        geo.value as region_name,\n        report.campaign_id,\n        campaign.campaign_name,\n        campaign.version_tag,\n        campaign_group.campaign_group_id,\n        campaign_group.campaign_group_name,\n        account.account_id,\n        account.account_name,\n        campaign.status as campaign_status,\n        campaign_group.status as campaign_group_status,\n        campaign.type as campaign_type,\n        campaign.cost_type,\n        campaign.creative_selection,\n        campaign.daily_budget_amount,\n        campaign.daily_budget_currency_code,\n        campaign.unit_cost_amount,\n        campaign.unit_cost_currency_code,\n        account.currency as account_currency,\n        campaign.format,\n        campaign.locale_country as campaign_locale_country,\n        campaign.locale_language as campaign_locale_language,\n        campaign.objective_type,\n        campaign.optimization_target_type,\n        campaign.is_audience_expansion_enabled,\n        campaign.is_offsite_delivery_enabled,\n        campaign.run_schedule_start_at,\n        campaign.run_schedule_end_at,\n        campaign.last_modified_at,\n        campaign.created_at,\n        sum(report.total_conversions) as total_conversions,\n        sum(report.clicks) as clicks,\n        sum(report.impressions) as impressions,\n        sum(report.cost) as cost,\n        sum(coalesce(report.conversion_value_in_local_currency, 0)) as conversion_value_in_local_currency\n\n        {{ linkedin_ads_persist_pass_through_columns(pass_through_variable='linkedin_ads__conversion_fields', transform='sum', coalesce_with=0) }}\n        \n        {{ linkedin_ads_persist_pass_through_columns(pass_through_variable='linkedin_ads__monthly_ad_analytics_by_member_region_passthrough_metrics', transform='sum') }}\n\n    from report\n    left join geo\n        on geo.geo_id = report.member_region_geo_id\n        and report.source_relation = report.source_relation\n    left join campaign \n        on report.campaign_id = campaign.campaign_id\n        and report.source_relation = campaign.source_relation\n    left join campaign_group\n        on campaign.campaign_group_id = campaign_group.campaign_group_id\n        and campaign.source_relation = campaign_group.source_relation\n    left join account \n        on campaign.account_id = account.account_id\n        and campaign.source_relation = account.source_relation\n\n    {{ dbt_utils.group_by(31) }}\n\n)\n\nselect *\nfrom final", "doc_blocks": [], "language": "sql", "refs": [{"name": "stg_linkedin_ads__campaign_history", "package": null, "version": null}, {"name": "stg_linkedin_ads__campaign_group_history", "package": null, "version": null}, {"name": "stg_linkedin_ads__account_history", "package": null, "version": null}, {"name": "stg_linkedin_ads__geo", "package": null, "version": null}, {"name": "stg_linkedin_ads__monthly_ad_analytics_by_region", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.enabled_vars", "macro.linkedin.linkedin_ads_persist_pass_through_columns", "macro.dbt_utils.group_by"], "nodes": ["model.linkedin.stg_linkedin_ads__campaign_history", "model.linkedin.stg_linkedin_ads__campaign_group_history", "model.linkedin.stg_linkedin_ads__account_history", "model.linkedin.stg_linkedin_ads__geo", "model.linkedin.stg_linkedin_ads__monthly_ad_analytics_by_region"]}, "compiled_path": "target/compiled/linkedin/models/linkedin_ads__monthly_campaign_region_report.sql", "compiled": true, "compiled_code": "\n\nwith campaign as (\n\n    select *\n    from \"postgres\".\"public_linkedin_dev\".\"stg_linkedin_ads__campaign_history\"\n    where is_latest_version\n),\n\ncampaign_group as (\n\n    select *\n    from \"postgres\".\"public_linkedin_dev\".\"stg_linkedin_ads__campaign_group_history\"\n    where is_latest_version\n),\n\naccount as (\n\n    select *\n    from \"postgres\".\"public_linkedin_dev\".\"stg_linkedin_ads__account_history\"\n    where is_latest_version\n),\n\ngeo as (\n\n    select *\n    from \"postgres\".\"public_linkedin_dev\".\"stg_linkedin_ads__geo\"\n),\n\nreport as (\n\n    select *,\n        \n            external_website_conversions + one_click_leads as total_conversions\n        \n    from \"postgres\".\"public_linkedin_dev\".\"stg_linkedin_ads__monthly_ad_analytics_by_region\"\n),\n\nfinal as (\n\n    select \n        report.source_relation,\n        report.date_month,\n        geo.value as region_name,\n        report.campaign_id,\n        campaign.campaign_name,\n        campaign.version_tag,\n        campaign_group.campaign_group_id,\n        campaign_group.campaign_group_name,\n        account.account_id,\n        account.account_name,\n        campaign.status as campaign_status,\n        campaign_group.status as campaign_group_status,\n        campaign.type as campaign_type,\n        campaign.cost_type,\n        campaign.creative_selection,\n        campaign.daily_budget_amount,\n        campaign.daily_budget_currency_code,\n        campaign.unit_cost_amount,\n        campaign.unit_cost_currency_code,\n        account.currency as account_currency,\n        campaign.format,\n        campaign.locale_country as campaign_locale_country,\n        campaign.locale_language as campaign_locale_language,\n        campaign.objective_type,\n        campaign.optimization_target_type,\n        campaign.is_audience_expansion_enabled,\n        campaign.is_offsite_delivery_enabled,\n        campaign.run_schedule_start_at,\n        campaign.run_schedule_end_at,\n        campaign.last_modified_at,\n        campaign.created_at,\n        sum(report.total_conversions) as total_conversions,\n        sum(report.clicks) as clicks,\n        sum(report.impressions) as impressions,\n        sum(report.cost) as cost,\n        sum(coalesce(report.conversion_value_in_local_currency, 0)) as conversion_value_in_local_currency\n\n        \n\n\n\n\n\n\n\n    \n    \n    \n        \n        , sum(coalesce(external_website_conversions, 0)) as external_website_conversions\n        \n\n    \n    \n    \n        \n        , sum(coalesce(one_click_leads, 0)) as one_click_leads\n        \n\n    \n\n\n\n        \n        \n\n\n\n\n\n\n\n\n\n\n    from report\n    left join geo\n        on geo.geo_id = report.member_region_geo_id\n        and report.source_relation = report.source_relation\n    left join campaign \n        on report.campaign_id = campaign.campaign_id\n        and report.source_relation = campaign.source_relation\n    left join campaign_group\n        on campaign.campaign_group_id = campaign_group.campaign_group_id\n        and campaign.source_relation = campaign_group.source_relation\n    left join account \n        on campaign.account_id = account.account_id\n        and campaign.source_relation = account.source_relation\n\n    group by 1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31\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, "primary_key": [], "time_spine": null}, "model.linkedin.stg_linkedin_ads__ad_analytics_by_campaign": {"database": "postgres", "schema": "public_linkedin_dev", "name": "stg_linkedin_ads__ad_analytics_by_campaign", "resource_type": "model", "package_name": "linkedin", "path": "staging/stg_linkedin_ads__ad_analytics_by_campaign.sql", "original_file_path": "models/staging/stg_linkedin_ads__ad_analytics_by_campaign.sql", "unique_id": "model.linkedin.stg_linkedin_ads__ad_analytics_by_campaign", "fqn": ["linkedin", "staging", "stg_linkedin_ads__ad_analytics_by_campaign"], "alias": "stg_linkedin_ads__ad_analytics_by_campaign", "checksum": {"name": "sha256", "checksum": "1b532a9a4e1b9aeeccd19e0294f9420fff6721de9807f6854aa40d4b8f584a68"}, "config": {"enabled": true, "alias": null, "schema": "linkedin_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "batch_size": null, "lookback": 1, "begin": 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}, "event_time": null, "concurrent_batches": null, "access": "protected", "freshness": null}, "tags": [], "description": "Each record in this table represents the daily performance of ads at the campaign level.", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.linkedin.source_relation"]}, "campaign_id": {"name": "campaign_id", "description": "The ID of the related creative.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "date_day": {"name": "date_day", "description": "The day of the activity.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "clicks": {"name": "clicks", "description": "The count of chargeable clicks.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "impressions": {"name": "impressions", "description": "This is the count of \"impressions\" for Direct Ads and Sponsored Updates and \"sends\" for InMails.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "cost": {"name": "cost", "description": "The cost of the ads in the local currency or USD.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "conversion_value_in_local_currency": {"name": "conversion_value_in_local_currency", "description": "The value generated by your conversions, displayed in your LinkedIn account's local currency.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "external_website_conversions": {"name": "external_website_conversions", "description": "The actions taken on your website that you've defined as valuable to your business after clicking on LinkedIn ads", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "one_click_leads": {"name": "one_click_leads", "description": "Leads submitted after clicking on LinkedIn ads.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "linkedin://models/staging/stg_linkedin.yml", "build_path": null, "unrendered_config": {"materialized": "table", "schema": "linkedin_{{ var('directed_schema','dev') }}", "enabled": true}, "created_at": 1764622980.60159, "relation_name": "\"postgres\".\"public_linkedin_dev\".\"stg_linkedin_ads__ad_analytics_by_campaign\"", "raw_code": "{{ config(enabled=var('ad_reporting__linkedin_ads_enabled', True)) }}\n\nwith base as (\n\n    select * \n    from {{ ref('stg_linkedin_ads__ad_analytics_by_campaign_tmp') }}\n),\n\nmacro as (\n\n    select\n        {{\n            fivetran_utils.fill_staging_columns(\n                source_columns=adapter.get_columns_in_relation(ref('stg_linkedin_ads__ad_analytics_by_campaign_tmp')),\n                staging_columns=get_ad_analytics_by_campaign_columns()\n            )\n        }}\n    \n        {{ fivetran_utils.source_relation(\n            union_schema_variable='linkedin_ads_union_schemas', \n            union_database_variable='linkedin_ads_union_databases') \n        }}\n\n    from base\n),\n\nfields as (\n    \n    select \n        source_relation,\n        {{ dbt.date_trunc('day', 'day') }} as date_day,\n        campaign_id,\n        clicks,\n        impressions,\n        {% if var('linkedin_ads__use_local_currency', false) %}\n        cost_in_local_currency as cost,\n        {% else %}\n        cost_in_usd as cost,\n        {% endif %}\n\n        coalesce(cast(conversion_value_in_local_currency as {{ dbt.type_float() }}), 0) as conversion_value_in_local_currency\n\n        {% for conversion in var('linkedin_ads__conversion_fields', []) %}\n            , coalesce(cast({{ conversion }} as {{ dbt.type_bigint() }}), 0) as {{ conversion }}\n        {% endfor %}\n\n        {{ linkedin_ads_fill_pass_through_columns(pass_through_fields=var('linkedin_ads__campaign_passthrough_metrics'), except=(var('linkedin_ads__conversion_fields') + ['conversion_value_in_local_currency'])) }}\n\n    from macro\n)\n\nselect *\nfrom fields", "doc_blocks": [], "language": "sql", "refs": [{"name": "stg_linkedin_ads__ad_analytics_by_campaign_tmp", "package": null, "version": null}, {"name": "stg_linkedin_ads__ad_analytics_by_campaign_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.linkedin.get_ad_analytics_by_campaign_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.date_trunc", "macro.dbt.type_float", "macro.dbt.type_bigint", "macro.linkedin.linkedin_ads_fill_pass_through_columns"], "nodes": ["model.linkedin.stg_linkedin_ads__ad_analytics_by_campaign_tmp"]}, "compiled_path": "target/compiled/linkedin/models/staging/stg_linkedin_ads__ad_analytics_by_campaign.sql", "compiled": true, "compiled_code": "\n\nwith base as (\n\n    select * \n    from \"postgres\".\"public_linkedin_dev\".\"stg_linkedin_ads__ad_analytics_by_campaign_tmp\"\n),\n\nmacro as (\n\n    select\n        \n    cast(null as integer) as \n    \n    campaign_id\n    \n , \n    cast(null as integer) as \n    \n    clicks\n    \n , \n    cast(null as numeric(28,6)) as \n    \n    cost_in_local_currency\n    \n , \n    cast(null as numeric(28,6)) as \n    \n    cost_in_usd\n    \n , \n    cast(null as timestamp) as \n    \n    day\n    \n , \n    cast(null as integer) as \n    \n    impressions\n    \n , \n    cast(null as numeric(28,6)) as \n    \n    conversion_value_in_local_currency\n    \n , \n    cast(null as TEXT) as \n    \n    external_website_conversions\n    \n , \n    cast(null as TEXT) as \n    \n    one_click_leads\n    \n \n\n\n    \n        \n\n\n, cast('' as TEXT) as source_relation\n\n\n\n\n    from base\n),\n\nfields as (\n    \n    select \n        source_relation,\n        date_trunc('day', day) as date_day,\n        campaign_id,\n        clicks,\n        impressions,\n        \n        cost_in_usd as cost,\n        \n\n        coalesce(cast(conversion_value_in_local_currency as float), 0) as conversion_value_in_local_currency\n\n        \n            , coalesce(cast(external_website_conversions as bigint), 0) as external_website_conversions\n        \n            , coalesce(cast(one_click_leads as bigint), 0) as one_click_leads\n        \n\n        \n\n\n\n\n\n    from macro\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, "primary_key": [], "time_spine": null}, "model.linkedin.stg_linkedin_ads__campaign_history": {"database": "postgres", "schema": "public_linkedin_dev", "name": "stg_linkedin_ads__campaign_history", "resource_type": "model", "package_name": "linkedin", "path": "staging/stg_linkedin_ads__campaign_history.sql", "original_file_path": "models/staging/stg_linkedin_ads__campaign_history.sql", "unique_id": "model.linkedin.stg_linkedin_ads__campaign_history", "fqn": ["linkedin", "staging", "stg_linkedin_ads__campaign_history"], "alias": "stg_linkedin_ads__campaign_history", "checksum": {"name": "sha256", "checksum": "52762e6568594efdf86d7a2c9d7835ea0731487902dd9c7746979e47dd1caa13"}, "config": {"enabled": true, "alias": null, "schema": "linkedin_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "batch_size": null, "lookback": 1, "begin": 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}, "event_time": null, "concurrent_batches": null, "access": "protected", "freshness": null}, "tags": [], "description": "Each record represents a 'version' of a campaign.", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.linkedin.source_relation"]}, "campaign_id": {"name": "campaign_id", "description": "Unique internal ID representing the campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "last_modified_at": {"name": "last_modified_at", "description": "The timestamp of when the version was updated.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "account_id": {"name": "account_id", "description": "The ID of the account the campaign belongs to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "campaign_group_id": {"name": "campaign_group_id", "description": "The ID of the campaign group the campaign belongs to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "created_at": {"name": "created_at", "description": "The timestamp of when the campaign was created.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "campaign_name": {"name": "campaign_name", "description": "A label for the campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "version_tag": {"name": "version_tag", "description": "An integer representation of the version of the campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "is_audience_expansion_enabled": {"name": "is_audience_expansion_enabled", "description": "Boolean (default=false) representing whether Audience Expansion is enabled for the campaign provides query expansion for certain targeting criteria.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "cost_type": {"name": "cost_type", "description": "CPM - Cost per thousand advertising impressions. If type=SPONSORED_INMAILS; cost per send(CPS) is measured as CPM x 1000.\nCPC- Cost per individual click on the associated link.\nCPV- Cost per view for video ads.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "creative_selection": {"name": "creative_selection", "description": "ROUND_ROBIN - Rotate through available creatives to serve them as evenly as possible.\nOPTIMIZED (default) - Bias selection taking into account such as expected performance. Not available for Message and Conversation Ads (type=SPONSORED_INMAILS).\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "daily_budget_amount": {"name": "daily_budget_amount", "description": "Maximum amount to spend per day UTC. The amount of money as a real number string.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "daily_budget_currency_code": {"name": "daily_budget_currency_code", "description": "ISO currency code. The currency must match that of the parent account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "format": {"name": "format", "description": "The ad format on the campaign level. See https://docs.microsoft.com/en-us/linkedin/marketing/integrations/ads/campaign-formats?view=li-lms-2022-07", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "locale_country": {"name": "locale_country", "description": "Locale of the campaign. An uppercase two-letter country code as defined by ISO-3166.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "locale_language": {"name": "locale_language", "description": "Locale of the campaign. A lowercase two-letter language code as defined by ISO-639.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "objective_type": {"name": "objective_type", "description": "Campaign Objective type values. Click [here](https://docs.microsoft.com/en-us/linkedin/marketing/integrations/ads-reporting/ad-budget-pricing-type-combinations?view=li-lms-2022-07) for Campaign Objective descriptions. One of: - BRAND_AWARENESS - ENGAGEMENT - JOB_APPLICANTS - LEAD_GENERATION - WEBSITE_CONVERSIONS - WEBSITE_VISITS - VIDEO_VIEWS\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "is_offsite_delivery_enabled": {"name": "is_offsite_delivery_enabled", "description": "Boolean indicating if this campaign to allowed to be served on the LinkedIn Audience Network to extend the reach of your campaign by delivering ads beyond the  LinkedIn feed to members on third-party apps and sites.\t(default will be \"True\" from June 30, 2022)\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "optimization_target_type": {"name": "optimization_target_type", "description": "Determines how this campaign is optimized for spending. If this is not set, there is no optimization. Refer to the documentation here. Default = 'NONE'.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "run_schedule_start_at": {"name": "run_schedule_start_at", "description": "Scheduled date range to run associated creatives. The start date must be non-null. Represents the inclusive (greater than or equal to) value in which to start the range.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "run_schedule_end_at": {"name": "run_schedule_end_at", "description": "Scheduled date range to run associated creatives. The start date must be non-null. Represents the exclusive (strictly less than) value in which to end the range, if provided.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "status": {"name": "status", "description": "ACTIVE - Denotes that the campaign is fully servable.\nPAUSED - Denotes that the campaign meets all requirements to be served, but temporarily should not be.\nARCHIVED - Denotes that the campaign is presently inactive, and should mostly be hidden in the UI until un-archived.\nCOMPLETED - Denotes that the campaign has reached a specified budgetary or chronological limit.\nCANCELED - Denotes that the campaign has been permanently canceled, such as when an advertising account is permanently closed.\nDRAFT - Denotes that the campaign is still being edited and not eligible for serving. Some validation will be postponed until the campaign is activated.\nPENDING_DELETION - Denotes that the campaign has been requested to be deleted that is currently pending.\nREMOVED - Denotes that the campaign was deleted, but must remain fetchable due to the existence of performance data.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "type": {"name": "type", "description": "TEXT_AD - Text-based ads that show up in the right column or top of the page on LinkedIn.\nSPONSORED_UPDATES - Native ads that promote a company's content updates in the LinkedIn feed.\nSPONSORED_INMAILS - Personalized messages with a call-to-action button delivered to a LinkedIn's member inbox.\nDYNAMIC - Ads that are dynamically personalized.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "unit_cost_amount": {"name": "unit_cost_amount", "description": "This value is used as one of the following: amount to bid (for manual bidding), amount which is the target cost (for target cost bidding) per click,  impression, or other event depending on the pricing model, or cost cap (for cost cap bidding). The amount of money as a real number string.  The amount should be non-negative if the bidding strategy is manual, target cost, or cost cap bidding. The default is 0 with the currency code set to match that of the associated account.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "unit_cost_currency_code": {"name": "unit_cost_currency_code", "description": "Amount to bid per click, impression, or other event depending on the pricing model. The default is 0 with the currency code set to match that of the associated account.  ISO currency code.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "is_latest_version": {"name": "is_latest_version", "description": "Boolean of whether the record is the latest version of the campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "linkedin://models/staging/stg_linkedin.yml", "build_path": null, "unrendered_config": {"materialized": "table", "schema": "linkedin_{{ var('directed_schema','dev') }}", "enabled": true}, "created_at": 1764622980.6051252, "relation_name": "\"postgres\".\"public_linkedin_dev\".\"stg_linkedin_ads__campaign_history\"", "raw_code": "{{ config(enabled=var('ad_reporting__linkedin_ads_enabled', True)) }}\n\nwith base as (\n\n    select *\n    from {{ ref('stg_linkedin_ads__campaign_history_tmp') }}\n\n), macro as (\n\n    select \n        {{\n            fivetran_utils.fill_staging_columns(\n                source_columns=adapter.get_columns_in_relation(ref('stg_linkedin_ads__campaign_history_tmp')),\n                staging_columns=get_campaign_history_columns()\n            )\n        }}\n    \n        {{ fivetran_utils.source_relation(\n            union_schema_variable='linkedin_ads_union_schemas', \n            union_database_variable='linkedin_ads_union_databases') \n        }}\n\n    from base\n\n), fields as (\n\n    select \n        source_relation,\n        id as campaign_id,\n        name as campaign_name,\n        cast(version_tag as numeric) as version_tag,\n        campaign_group_id,\n        account_id,\n        status,\n        type,\n        cost_type,\n        creative_selection,\n        daily_budget_amount,\n        daily_budget_currency_code,\n        unit_cost_amount,\n        unit_cost_currency_code,\n        format,\n        locale_country,\n        locale_language,\n        objective_type,\n        optimization_target_type,\n        audience_expansion_enabled as is_audience_expansion_enabled,\n        offsite_delivery_enabled as is_offsite_delivery_enabled,\n        cast(run_schedule_start as {{ dbt.type_timestamp() }}) as run_schedule_start_at,\n        cast(run_schedule_end as {{ dbt.type_timestamp() }}) as run_schedule_end_at,\n        cast(last_modified_time as {{ dbt.type_timestamp() }}) as last_modified_at,\n        cast(created_time as {{ dbt.type_timestamp() }}) as created_at,\n        row_number() over (partition by id {{ ', source_relation' if (var('linkedin_ads_union_schemas', []) or var('linkedin_ads_union_databases', []) | length > 1) }} order by last_modified_time desc) = 1 as is_latest_version\n\n    from macro\n\n)\n\nselect *\nfrom fields", "doc_blocks": [], "language": "sql", "refs": [{"name": "stg_linkedin_ads__campaign_history_tmp", "package": null, "version": null}, {"name": "stg_linkedin_ads__campaign_history_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.linkedin.get_campaign_history_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_timestamp"], "nodes": ["model.linkedin.stg_linkedin_ads__campaign_history_tmp"]}, "compiled_path": "target/compiled/linkedin/models/staging/stg_linkedin_ads__campaign_history.sql", "compiled": true, "compiled_code": "\n\nwith base as (\n\n    select *\n    from \"postgres\".\"public_linkedin_dev\".\"stg_linkedin_ads__campaign_history_tmp\"\n\n), macro as (\n\n    select \n        \n    cast(null as integer) as \n    \n    account_id\n    \n , \n    cast(null as boolean) as \n    \n    audience_expansion_enabled\n    \n , \n    cast(null as integer) as \n    \n    campaign_group_id\n    \n , \n    cast(null as TEXT) as \n    \n    cost_type\n    \n , \n    cast(null as timestamp) as \n    \n    created_time\n    \n , \n    cast(null as TEXT) as \n    \n    creative_selection\n    \n , \n    cast(null as float) as \n    \n    daily_budget_amount\n    \n , \n    cast(null as TEXT) as \n    \n    daily_budget_currency_code\n    \n , \n    cast(null as TEXT) as \n    \n    format\n    \n , \n    cast(null as integer) as \n    \n    id\n    \n , \n    cast(null as timestamp) as \n    \n    last_modified_time\n    \n , \n    cast(null as TEXT) as \n    \n    locale_country\n    \n , \n    cast(null as TEXT) as \n    \n    locale_language\n    \n , \n    cast(null as TEXT) as \n    \n    name\n    \n , \n    cast(null as TEXT) as \n    \n    objective_type\n    \n , \n    cast(null as boolean) as \n    \n    offsite_delivery_enabled\n    \n , \n    cast(null as TEXT) as \n    \n    optimization_target_type\n    \n , \n    cast(null as timestamp) as \n    \n    run_schedule_end\n    \n , \n    cast(null as timestamp) as \n    \n    run_schedule_start\n    \n , \n    cast(null as TEXT) as \n    \n    status\n    \n , \n    cast(null as TEXT) as \n    \n    type\n    \n , \n    cast(null as float) as \n    \n    unit_cost_amount\n    \n , \n    cast(null as TEXT) as \n    \n    unit_cost_currency_code\n    \n , \n    cast(null as TEXT) as \n    \n    version_tag\n    \n \n\n\n    \n        \n\n\n, cast('' as TEXT) as source_relation\n\n\n\n\n    from base\n\n), fields as (\n\n    select \n        source_relation,\n        id as campaign_id,\n        name as campaign_name,\n        cast(version_tag as numeric) as version_tag,\n        campaign_group_id,\n        account_id,\n        status,\n        type,\n        cost_type,\n        creative_selection,\n        daily_budget_amount,\n        daily_budget_currency_code,\n        unit_cost_amount,\n        unit_cost_currency_code,\n        format,\n        locale_country,\n        locale_language,\n        objective_type,\n        optimization_target_type,\n        audience_expansion_enabled as is_audience_expansion_enabled,\n        offsite_delivery_enabled as is_offsite_delivery_enabled,\n        cast(run_schedule_start as timestamp) as run_schedule_start_at,\n        cast(run_schedule_end as timestamp) as run_schedule_end_at,\n        cast(last_modified_time as timestamp) as last_modified_at,\n        cast(created_time as timestamp) as created_at,\n        row_number() over (partition by id  order by last_modified_time desc) = 1 as is_latest_version\n\n    from macro\n\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, "primary_key": [], "time_spine": null}, "model.linkedin.stg_linkedin_ads__monthly_ad_analytics_by_region": {"database": "postgres", "schema": "public_linkedin_dev", "name": "stg_linkedin_ads__monthly_ad_analytics_by_region", "resource_type": "model", "package_name": "linkedin", "path": "staging/stg_linkedin_ads__monthly_ad_analytics_by_region.sql", "original_file_path": "models/staging/stg_linkedin_ads__monthly_ad_analytics_by_region.sql", "unique_id": "model.linkedin.stg_linkedin_ads__monthly_ad_analytics_by_region", "fqn": ["linkedin", "staging", "stg_linkedin_ads__monthly_ad_analytics_by_region"], "alias": "stg_linkedin_ads__monthly_ad_analytics_by_region", "checksum": {"name": "sha256", "checksum": "40543d5d278abf9d44dc7f1875afba64114a0964125fc7b4a2420d53e3e43595"}, "config": {"enabled": true, "alias": null, "schema": "linkedin_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "batch_size": null, "lookback": 1, "begin": 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}, "event_time": null, "concurrent_batches": null, "access": "protected", "freshness": null}, "tags": [], "description": "Monthly LinkedIn Ads performance metrics aggregated by member region and campaign.", "columns": {"campaign_id": {"name": "campaign_id", "description": "Identifier of the LinkedIn Ads campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "date_month": {"name": "date_month", "description": "Month of the reporting data.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "clicks": {"name": "clicks", "description": "The count of chargeable clicks.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "member_region_geo_id": {"name": "member_region_geo_id", "description": "ID representing the region of the LinkedIn members who interacted with the campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "impressions": {"name": "impressions", "description": "This is the count of \"impressions\" for Direct Ads and Sponsored Updates and \"sends\" for InMails.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "conversion_value_in_local_currency": {"name": "conversion_value_in_local_currency", "description": "The value generated by your conversions, displayed in your LinkedIn account's local currency.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "cost": {"name": "cost", "description": "The cost of the ads in the local currency or USD.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "external_website_conversions": {"name": "external_website_conversions", "description": "The actions taken on your website that you've defined as valuable to your business after clicking on LinkedIn ads.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "one_click_leads": {"name": "one_click_leads", "description": "Leads submitted after clicking on LinkedIn ads.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.linkedin.source_relation"]}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "linkedin://models/staging/stg_linkedin.yml", "build_path": null, "unrendered_config": {"materialized": "table", "schema": "linkedin_{{ var('directed_schema','dev') }}", "enabled": true}, "created_at": 1764622980.6113598, "relation_name": "\"postgres\".\"public_linkedin_dev\".\"stg_linkedin_ads__monthly_ad_analytics_by_region\"", "raw_code": "{{ config(enabled=fivetran_utils.enabled_vars(['ad_reporting__linkedin_ads_enabled','linkedin_ads__using_monthly_ad_analytics_by_member_region'])) }}\n\nwith base as (\n\n    select * \n    from {{ ref('stg_linkedin_ads__monthly_ad_analytics_by_region_tmp') }}\n),\n\nmacro as (\n\n    select\n        {{\n            fivetran_utils.fill_staging_columns(\n                source_columns=adapter.get_columns_in_relation(ref('stg_linkedin_ads__monthly_ad_analytics_by_region_tmp')),\n                staging_columns=get_monthly_ad_analytics_by_member_region_columns()\n            )\n        }}\n    \n        {{ fivetran_utils.source_relation(\n            union_schema_variable='linkedin_ads_union_schemas', \n            union_database_variable='linkedin_ads_union_databases') \n        }}\n\n    from base\n),\n\nfields as (\n    \n    select \n        source_relation,\n        {{ linkedin.date_from_month_string('date_month') }} as date_month, --Renamed in macros/get_monthly_ad_analytics_by_member_region_columns to avoid reserved word error.\n        campaign_id,\n        member_region as member_region_geo_id,\n        impressions,\n        clicks,\n        {% if var('linkedin_ads__use_local_currency', false) %}\n        cost_in_local_currency as cost,\n        {% else %}\n        cost_in_usd as cost,\n        {% endif %}\n\n        coalesce(cast(conversion_value_in_local_currency as {{ dbt.type_float() }}), 0) as conversion_value_in_local_currency\n\n        {% for conversion in var('linkedin_ads__conversion_fields', []) %}\n            , coalesce(cast({{ conversion }} as {{ dbt.type_bigint() }}), 0) as {{ conversion }}\n        {% endfor %}\n\n        {{ linkedin_ads_fill_pass_through_columns(pass_through_fields=var('linkedin_ads__monthly_ad_analytics_by_member_region_passthrough_metrics')) }}\n\n    from macro\n)\n\nselect *\nfrom fields", "doc_blocks": [], "language": "sql", "refs": [{"name": "stg_linkedin_ads__monthly_ad_analytics_by_region_tmp", "package": null, "version": null}, {"name": "stg_linkedin_ads__monthly_ad_analytics_by_region_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.enabled_vars", "macro.linkedin.get_monthly_ad_analytics_by_member_region_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.linkedin.date_from_month_string", "macro.dbt.type_float", "macro.dbt.type_bigint", "macro.linkedin.linkedin_ads_fill_pass_through_columns"], "nodes": ["model.linkedin.stg_linkedin_ads__monthly_ad_analytics_by_region_tmp"]}, "compiled_path": "target/compiled/linkedin/models/staging/stg_linkedin_ads__monthly_ad_analytics_by_region.sql", "compiled": true, "compiled_code": "\n\nwith base as (\n\n    select * \n    from \"postgres\".\"public_linkedin_dev\".\"stg_linkedin_ads__monthly_ad_analytics_by_region_tmp\"\n),\n\nmacro as (\n\n    select\n        \n    cast(null as integer) as \n    \n    campaign_id\n    \n , \n    cast(null as TEXT) as date_month , \n    cast(null as integer) as \n    \n    clicks\n    \n , \n    cast(null as integer) as \n    \n    member_region\n    \n , \n    cast(null as integer) as \n    \n    impressions\n    \n , \n    cast(null as numeric(28,6)) as \n    \n    conversion_value_in_local_currency\n    \n , \n    cast(null as numeric(28,6)) as \n    \n    cost_in_local_currency\n    \n , \n    cast(null as numeric(28,6)) as \n    \n    cost_in_usd\n    \n , \n    cast(null as TEXT) as \n    \n    external_website_conversions\n    \n , \n    cast(null as TEXT) as \n    \n    one_click_leads\n    \n \n\n\n    \n        \n\n\n, cast('' as TEXT) as source_relation\n\n\n\n\n    from base\n),\n\nfields as (\n    \n    select \n        source_relation,\n        \n    to_date(\n        split_part(date_month, '-', 1) || '-' || lpad(split_part(date_month, '-', 2), 2, '0') || '-01',\n        'YYYY-MM-DD'\n    )\n as date_month, --Renamed in macros/get_monthly_ad_analytics_by_member_region_columns to avoid reserved word error.\n        campaign_id,\n        member_region as member_region_geo_id,\n        impressions,\n        clicks,\n        \n        cost_in_usd as cost,\n        \n\n        coalesce(cast(conversion_value_in_local_currency as float), 0) as conversion_value_in_local_currency\n\n        \n            , coalesce(cast(external_website_conversions as bigint), 0) as external_website_conversions\n        \n            , coalesce(cast(one_click_leads as bigint), 0) as one_click_leads\n        \n\n        \n\n\n\n\n\n    from macro\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, "primary_key": [], "time_spine": null}, "model.linkedin.stg_linkedin_ads__geo": {"database": "postgres", "schema": "public_linkedin_dev", "name": "stg_linkedin_ads__geo", "resource_type": "model", "package_name": "linkedin", "path": "staging/stg_linkedin_ads__geo.sql", "original_file_path": "models/staging/stg_linkedin_ads__geo.sql", "unique_id": "model.linkedin.stg_linkedin_ads__geo", "fqn": ["linkedin", "staging", "stg_linkedin_ads__geo"], "alias": "stg_linkedin_ads__geo", "checksum": {"name": "sha256", "checksum": "47f15e705b5734df4d1142f46847fb13282731dd23f3ea2f1fed8a816fc63f91"}, "config": {"enabled": true, "alias": null, "schema": "linkedin_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "batch_size": null, "lookback": 1, "begin": 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}, "event_time": null, "concurrent_batches": null, "access": "protected", "freshness": null}, "tags": [], "description": "Contains geographic data for LinkedIn Ads, including IDs and names of locations.", "columns": {"geo_id": {"name": "geo_id", "description": "Unique identifier for the geographic entity, used for joins in reporting tables.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "value": {"name": "value", "description": "Name of the geographic entity.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.linkedin.source_relation"]}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "linkedin://models/staging/stg_linkedin.yml", "build_path": null, "unrendered_config": {"materialized": "table", "schema": "linkedin_{{ var('directed_schema','dev') }}", "enabled": true}, "created_at": 1764622980.6086266, "relation_name": "\"postgres\".\"public_linkedin_dev\".\"stg_linkedin_ads__geo\"", "raw_code": "{{ config(enabled=fivetran_utils.enabled_vars(['ad_reporting__linkedin_ads_enabled','linkedin_ads__using_geo'])) }}\n\nwith base as (\n\n    select * \n    from {{ ref('stg_linkedin_ads__geo_tmp') }}\n),\n\nmacro as (\n\n    select\n        {{\n            fivetran_utils.fill_staging_columns(\n                source_columns=adapter.get_columns_in_relation(ref('stg_linkedin_ads__geo_tmp')),\n                staging_columns=get_geo_columns()\n            )\n        }}\n    \n        {{ fivetran_utils.source_relation(\n            union_schema_variable='linkedin_ads_union_schemas', \n            union_database_variable='linkedin_ads_union_databases') \n        }}\n\n    from base\n),\n\nfields as (\n    \n    select \n        source_relation,\n        id as geo_id,\n        value\n    from macro\n)\n\nselect *\nfrom fields", "doc_blocks": [], "language": "sql", "refs": [{"name": "stg_linkedin_ads__geo_tmp", "package": null, "version": null}, {"name": "stg_linkedin_ads__geo_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.enabled_vars", "macro.linkedin.get_geo_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation"], "nodes": ["model.linkedin.stg_linkedin_ads__geo_tmp"]}, "compiled_path": "target/compiled/linkedin/models/staging/stg_linkedin_ads__geo.sql", "compiled": true, "compiled_code": "\n\nwith base as (\n\n    select * \n    from \"postgres\".\"public_linkedin_dev\".\"stg_linkedin_ads__geo_tmp\"\n),\n\nmacro as (\n\n    select\n        \n    cast(null as integer) as \n    \n    id\n    \n , \n    cast(null as TEXT) as \n    \n    value\n    \n \n\n\n    \n        \n\n\n, cast('' as TEXT) as source_relation\n\n\n\n\n    from base\n),\n\nfields as (\n    \n    select \n        source_relation,\n        id as geo_id,\n        value\n    from macro\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, "primary_key": [], "time_spine": null}, "model.linkedin.stg_linkedin_ads__account_history": {"database": "postgres", "schema": "public_linkedin_dev", "name": "stg_linkedin_ads__account_history", "resource_type": "model", "package_name": "linkedin", "path": "staging/stg_linkedin_ads__account_history.sql", "original_file_path": "models/staging/stg_linkedin_ads__account_history.sql", "unique_id": "model.linkedin.stg_linkedin_ads__account_history", "fqn": ["linkedin", "staging", "stg_linkedin_ads__account_history"], "alias": "stg_linkedin_ads__account_history", "checksum": {"name": "sha256", "checksum": "2acd5b14f8536cc29cbc2f326e20e451073a9d7098db5d7e654839a3c58b8dba"}, "config": {"enabled": true, "alias": null, "schema": "linkedin_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "batch_size": null, "lookback": 1, "begin": 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}, "event_time": null, "concurrent_batches": null, "access": "protected", "freshness": null}, "tags": [], "description": "Each record represents a 'version' of an account.", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.linkedin.source_relation"]}, "account_id": {"name": "account_id", "description": "Unique internal ID representing the account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "last_modified_at": {"name": "last_modified_at", "description": "The timestamp of when the version was updated.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "created_at": {"name": "created_at", "description": "The timestamp of when the account was created.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "account_name": {"name": "account_name", "description": "A label for the account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "currency": {"name": "currency", "description": "The ISO 4217 currency code of the account, such as 'USD' for United States Dollar (default).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "version_tag": {"name": "version_tag", "description": "An integer representation of the version of the account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "status": {"name": "status", "description": "ACTIVE - Account is active; this is the default state\nCANCELLED - Account has been permanently cancelled\nDRAFT - Account is in draft status, meaning it's not yet fully set up and it is not serving\nPENDING_DELETION - Denotes that the account has been requested to be deleted that is currently pending\nREMOVED - Denotes that the account was deleted, but must remain fetchable due to the existence of performance data.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "type": {"name": "type", "description": "BUSINESS - This is the only value allowed when creating accounts through the API.\nENTERPRISE - This value cannot be used to create accounts through the API and is reserved for accounts created by LinkedIn's internal ad operations systems.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "is_latest_version": {"name": "is_latest_version", "description": "Boolean of whether the record is the latest version of the account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "linkedin://models/staging/stg_linkedin.yml", "build_path": null, "unrendered_config": {"materialized": "table", "schema": "linkedin_{{ var('directed_schema','dev') }}", "enabled": true}, "created_at": 1764622980.6072748, "relation_name": "\"postgres\".\"public_linkedin_dev\".\"stg_linkedin_ads__account_history\"", "raw_code": "{{ config(enabled=var('ad_reporting__linkedin_ads_enabled', True)) }}\n\nwith base as (\n\n    select *\n    from {{ ref('stg_linkedin_ads__account_history_tmp') }}\n\n), macro as (\n\n    select\n        {{\n            fivetran_utils.fill_staging_columns(\n                source_columns=adapter.get_columns_in_relation(ref('stg_linkedin_ads__account_history_tmp')),\n                staging_columns=get_account_history_columns()\n            )\n        }}\n    \n        {{ fivetran_utils.source_relation(\n            union_schema_variable='linkedin_ads_union_schemas', \n            union_database_variable='linkedin_ads_union_databases') \n        }}\n\n    from base\n\n), fields as (\n\n    select \n        source_relation,\n        id as account_id,\n        name as account_name,\n        currency,\n        cast(version_tag as numeric) as version_tag,\n        status,\n        type,\n        cast(last_modified_time as {{ dbt.type_timestamp() }}) as last_modified_at,\n        cast(created_time as {{ dbt.type_timestamp() }}) as created_at,\n        row_number() over (partition by id {{ ', source_relation' if (var('linkedin_ads_union_schemas', []) or var('linkedin_ads_union_databases', []) | length > 1) }} order by last_modified_time desc) = 1 as is_latest_version\n\n    from macro\n\n)\n\nselect *\nfrom fields", "doc_blocks": [], "language": "sql", "refs": [{"name": "stg_linkedin_ads__account_history_tmp", "package": null, "version": null}, {"name": "stg_linkedin_ads__account_history_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.linkedin.get_account_history_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_timestamp"], "nodes": ["model.linkedin.stg_linkedin_ads__account_history_tmp"]}, "compiled_path": "target/compiled/linkedin/models/staging/stg_linkedin_ads__account_history.sql", "compiled": true, "compiled_code": "\n\nwith base as (\n\n    select *\n    from \"postgres\".\"public_linkedin_dev\".\"stg_linkedin_ads__account_history_tmp\"\n\n), macro as (\n\n    select\n        \n    cast(null as timestamp) as \n    \n    created_time\n    \n , \n    cast(null as TEXT) as \n    \n    currency\n    \n , \n    cast(null as integer) as \n    \n    id\n    \n , \n    cast(null as timestamp) as \n    \n    last_modified_time\n    \n , \n    cast(null as TEXT) as \n    \n    name\n    \n , \n    cast(null as TEXT) as \n    \n    status\n    \n , \n    cast(null as TEXT) as \n    \n    type\n    \n , \n    cast(null as TEXT) as \n    \n    version_tag\n    \n \n\n\n    \n        \n\n\n, cast('' as TEXT) as source_relation\n\n\n\n\n    from base\n\n), fields as (\n\n    select \n        source_relation,\n        id as account_id,\n        name as account_name,\n        currency,\n        cast(version_tag as numeric) as version_tag,\n        status,\n        type,\n        cast(last_modified_time as timestamp) as last_modified_at,\n        cast(created_time as timestamp) as created_at,\n        row_number() over (partition by id  order by last_modified_time desc) = 1 as is_latest_version\n\n    from macro\n\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, "primary_key": [], "time_spine": null}, "model.linkedin.stg_linkedin_ads__ad_analytics_by_creative": {"database": "postgres", "schema": "public_linkedin_dev", "name": "stg_linkedin_ads__ad_analytics_by_creative", "resource_type": "model", "package_name": "linkedin", "path": "staging/stg_linkedin_ads__ad_analytics_by_creative.sql", "original_file_path": "models/staging/stg_linkedin_ads__ad_analytics_by_creative.sql", "unique_id": "model.linkedin.stg_linkedin_ads__ad_analytics_by_creative", "fqn": ["linkedin", "staging", "stg_linkedin_ads__ad_analytics_by_creative"], "alias": "stg_linkedin_ads__ad_analytics_by_creative", "checksum": {"name": "sha256", "checksum": "c8c3dd2d342376a278622b3d904ca93abbf7f3108ef7ad2c3c2a7471a6019e58"}, "config": {"enabled": true, "alias": null, "schema": "linkedin_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "batch_size": null, "lookback": 1, "begin": 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}, "event_time": null, "concurrent_batches": null, "access": "protected", "freshness": null}, "tags": [], "description": "Each record in this table represents the daily performance of ads at the creative level.", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.linkedin.source_relation"]}, "creative_id": {"name": "creative_id", "description": "The ID of the related creative.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "date_day": {"name": "date_day", "description": "The day of the activity.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "clicks": {"name": "clicks", "description": "The count of chargeable clicks.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "impressions": {"name": "impressions", "description": "This is the count of \"impressions\" for Direct Ads and Sponsored Updates and \"sends\" for InMails.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "cost": {"name": "cost", "description": "The cost of the ads in the local currency or USD.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "conversion_value_in_local_currency": {"name": "conversion_value_in_local_currency", "description": "The value generated by your conversions, displayed in your LinkedIn account's local currency.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "external_website_conversions": {"name": "external_website_conversions", "description": "The actions taken on your website that you've defined as valuable to your business after clicking on LinkedIn ads", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "one_click_leads": {"name": "one_click_leads", "description": "Leads submitted after clicking on LinkedIn ads.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "linkedin://models/staging/stg_linkedin.yml", "build_path": null, "unrendered_config": {"materialized": "table", "schema": "linkedin_{{ var('directed_schema','dev') }}", "enabled": true}, "created_at": 1764622980.6005728, "relation_name": "\"postgres\".\"public_linkedin_dev\".\"stg_linkedin_ads__ad_analytics_by_creative\"", "raw_code": "{{ config(enabled=var('ad_reporting__linkedin_ads_enabled', True)) }}\n\nwith base as (\n\n    select *\n    from {{ ref('stg_linkedin_ads__ad_analytics_by_creative_tmp') }}\n\n), macro as (\n\n    select\n        {{\n            fivetran_utils.fill_staging_columns(\n                source_columns=adapter.get_columns_in_relation(ref('stg_linkedin_ads__ad_analytics_by_creative_tmp')),\n                staging_columns=get_ad_analytics_by_creative_columns()\n            )\n        }}\n    \n        {{ fivetran_utils.source_relation(\n            union_schema_variable='linkedin_ads_union_schemas', \n            union_database_variable='linkedin_ads_union_databases') \n        }}\n\n    from base\n\n), fields as (\n\n    select\n        source_relation,\n        {{ dbt.date_trunc('day', 'day') }} as date_day,\n        creative_id,\n        clicks, \n        impressions,\n        {% if var('linkedin_ads__use_local_currency', false) %}\n        cost_in_local_currency as cost,\n        {% else %}\n        cost_in_usd as cost,\n        {% endif %}\n\n        coalesce(cast(conversion_value_in_local_currency as {{ dbt.type_float() }}), 0) as conversion_value_in_local_currency\n\n        {% for conversion in var('linkedin_ads__conversion_fields', []) %}\n            , coalesce(cast({{ conversion }} as {{ dbt.type_bigint() }}), 0) as {{ conversion }}\n        {% endfor %}\n\n        {{ linkedin_ads_fill_pass_through_columns(pass_through_fields=var('linkedin_ads__creative_passthrough_metrics'), except=(var('linkedin_ads__conversion_fields') + ['conversion_value_in_local_currency'])) }}\n\n    from macro\n\n)\n\nselect *\nfrom fields", "doc_blocks": [], "language": "sql", "refs": [{"name": "stg_linkedin_ads__ad_analytics_by_creative_tmp", "package": null, "version": null}, {"name": "stg_linkedin_ads__ad_analytics_by_creative_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.linkedin.get_ad_analytics_by_creative_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.date_trunc", "macro.dbt.type_float", "macro.dbt.type_bigint", "macro.linkedin.linkedin_ads_fill_pass_through_columns"], "nodes": ["model.linkedin.stg_linkedin_ads__ad_analytics_by_creative_tmp"]}, "compiled_path": "target/compiled/linkedin/models/staging/stg_linkedin_ads__ad_analytics_by_creative.sql", "compiled": true, "compiled_code": "\n\nwith base as (\n\n    select *\n    from \"postgres\".\"public_linkedin_dev\".\"stg_linkedin_ads__ad_analytics_by_creative_tmp\"\n\n), macro as (\n\n    select\n        \n    cast(null as integer) as \n    \n    clicks\n    \n , \n    cast(null as numeric(28,6)) as \n    \n    cost_in_local_currency\n    \n , \n    cast(null as numeric(28,6)) as \n    \n    cost_in_usd\n    \n , \n    cast(null as integer) as \n    \n    creative_id\n    \n , \n    cast(null as timestamp) as \n    \n    day\n    \n , \n    cast(null as integer) as \n    \n    impressions\n    \n , \n    cast(null as numeric(28,6)) as \n    \n    conversion_value_in_local_currency\n    \n , \n    cast(null as TEXT) as \n    \n    external_website_conversions\n    \n , \n    cast(null as TEXT) as \n    \n    one_click_leads\n    \n \n\n\n    \n        \n\n\n, cast('' as TEXT) as source_relation\n\n\n\n\n    from base\n\n), fields as (\n\n    select\n        source_relation,\n        date_trunc('day', day) as date_day,\n        creative_id,\n        clicks, \n        impressions,\n        \n        cost_in_usd as cost,\n        \n\n        coalesce(cast(conversion_value_in_local_currency as float), 0) as conversion_value_in_local_currency\n\n        \n            , coalesce(cast(external_website_conversions as bigint), 0) as external_website_conversions\n        \n            , coalesce(cast(one_click_leads as bigint), 0) as one_click_leads\n        \n\n        \n\n\n    \n        \n    \n\n\n\n\n    from macro\n\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, "primary_key": [], "time_spine": null}, "model.linkedin.stg_linkedin_ads__creative_history": {"database": "postgres", "schema": "public_linkedin_dev", "name": "stg_linkedin_ads__creative_history", "resource_type": "model", "package_name": "linkedin", "path": "staging/stg_linkedin_ads__creative_history.sql", "original_file_path": "models/staging/stg_linkedin_ads__creative_history.sql", "unique_id": "model.linkedin.stg_linkedin_ads__creative_history", "fqn": ["linkedin", "staging", "stg_linkedin_ads__creative_history"], "alias": "stg_linkedin_ads__creative_history", "checksum": {"name": "sha256", "checksum": "bd40313c8ac1dbbfa9afd157fe606f48950cb6fea0b0c49ab6ece38a6022d7dd"}, "config": {"enabled": true, "alias": null, "schema": "linkedin_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "batch_size": null, "lookback": 1, "begin": 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}, "event_time": null, "concurrent_batches": null, "access": "protected", "freshness": null}, "tags": [], "description": "Each record represents a 'version' of a creative.", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.linkedin.source_relation"]}, "creative_id": {"name": "creative_id", "description": "Unique internal ID representing the creative.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "last_modified_at": {"name": "last_modified_at", "description": "The timestamp of when the version was updated.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "created_at": {"name": "created_at", "description": "The timestamp of when the creative was created.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "campaign_id": {"name": "campaign_id", "description": "The ID of the campaign the creative belongs to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "status": {"name": "status", "description": "ACTIVE - Creative creation is complete and creative is available for review and serve.\nPAUSED - Creative creation is complete and creative is current, but should temporarily not be served. This status is not valid upon creation.\nDRAFT - Creative creation is incomplete and may still be edited.\nARCHIVED - Creative creation is complete, but creative should not be served and should be separated from non-archived creatives in any UI.\nCANCELED - Creative is permanently canceled.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "click_uri": {"name": "click_uri", "description": "The URL where the member should be redirected to, on clicking the text ad or spotlight ad.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "click_uri_type": {"name": "click_uri_type", "description": "Will either be `text_ad`, `spotlight`, or `null` to indicate the origin of the click_uri.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "base_url": {"name": "base_url", "description": "The base URL of the ad, extracted from the `click_uri`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "url_host": {"name": "url_host", "description": "The URL host of the ad, extracted from the `click_uri`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "url_path": {"name": "url_path", "description": "The URL path of the ad, extracted from the `click_uri`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "utm_source": {"name": "utm_source", "description": "The utm_source parameter of the ad, extracted from the `click_uri`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "utm_medium": {"name": "utm_medium", "description": "The utm_medium parameter of the ad, extracted from the `click_uri`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "utm_campaign": {"name": "utm_campaign", "description": "The utm_campaign parameter of the ad, extracted from the `click_uri`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "utm_content": {"name": "utm_content", "description": "The utm_content parameter of the ad, extracted from the `click_uri`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "utm_term": {"name": "utm_term", "description": "The utm_term parameter of the ad, extracted from the `click_uri`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "is_latest_version": {"name": "is_latest_version", "description": "Boolean of whether the record is the latest version of the creative.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "linkedin://models/staging/stg_linkedin.yml", "build_path": null, "unrendered_config": {"materialized": "table", "schema": "linkedin_{{ var('directed_schema','dev') }}", "enabled": true}, "created_at": 1764622980.6033301, "relation_name": "\"postgres\".\"public_linkedin_dev\".\"stg_linkedin_ads__creative_history\"", "raw_code": "{{ config(enabled=var('ad_reporting__linkedin_ads_enabled', True)) }}\n\nwith base as (\n\n    select *\n    from {{ ref('stg_linkedin_ads__creative_history_tmp') }}\n\n), macro as (\n\n    select \n        {{\n            fivetran_utils.fill_staging_columns(\n                source_columns=adapter.get_columns_in_relation(ref('stg_linkedin_ads__creative_history_tmp')),\n                staging_columns=get_creative_history_columns()\n            )\n        }}\n    \n        {{ fivetran_utils.source_relation(\n            union_schema_variable='linkedin_ads_union_schemas', \n            union_database_variable='linkedin_ads_union_databases') \n        }}\n\n    from base\n\n), fields as (\n\n    select\n        source_relation,\n        id as creative_id,\n        campaign_id,\n        coalesce(status, intended_status) as status,\n        coalesce(text_ad_landing_page, spotlight_landing_page, click_uri) as click_uri,\n        cast(coalesce(last_modified_time, last_modified_at) as {{ dbt.type_timestamp() }}) as last_modified_at,\n        cast(coalesce(created_time, created_at) as {{ dbt.type_timestamp() }}) as created_at,\n        case when text_ad_landing_page is not null then 'text_ad'\n            when spotlight_landing_page is not null then 'spotlight'\n            else cast(null as {{ dbt.type_string() }})\n        end as click_uri_type\n\n    from macro\n\n), url_fields as (\n\n    select \n        *,\n        row_number() over (partition by creative_id {{ ', source_relation' if (var('linkedin_ads_union_schemas', []) or var('linkedin_ads_union_databases', []) | length > 1) }} order by last_modified_at desc) = 1 as is_latest_version,\n        {{ dbt.split_part('click_uri', \"'?'\", 1) }} as base_url,\n        {{ dbt_utils.get_url_host('click_uri') }} as url_host,\n        '/' || {{ dbt_utils.get_url_path('click_uri') }} as url_path,\n        {{ linkedin.linkedin_ads_extract_url_parameter('click_uri', 'utm_source') }} as utm_source,\n        {{ linkedin.linkedin_ads_extract_url_parameter('click_uri', 'utm_medium') }} as utm_medium,\n        {{ linkedin.linkedin_ads_extract_url_parameter('click_uri', 'utm_campaign') }} as utm_campaign,\n        {{ linkedin.linkedin_ads_extract_url_parameter('click_uri', 'utm_content') }} as utm_content,\n        {{ linkedin.linkedin_ads_extract_url_parameter('click_uri', 'utm_term') }} as utm_term\n    \n    from fields\n)\n\nselect *\nfrom url_fields", "doc_blocks": [], "language": "sql", "refs": [{"name": "stg_linkedin_ads__creative_history_tmp", "package": null, "version": null}, {"name": "stg_linkedin_ads__creative_history_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.linkedin.get_creative_history_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_timestamp", "macro.dbt.type_string", "macro.dbt.split_part", "macro.dbt_utils.get_url_host", "macro.dbt_utils.get_url_path", "macro.linkedin.linkedin_ads_extract_url_parameter"], "nodes": ["model.linkedin.stg_linkedin_ads__creative_history_tmp"]}, "compiled_path": "target/compiled/linkedin/models/staging/stg_linkedin_ads__creative_history.sql", "compiled": true, "compiled_code": "\n\nwith base as (\n\n    select *\n    from \"postgres\".\"public_linkedin_dev\".\"stg_linkedin_ads__creative_history_tmp\"\n\n), macro as (\n\n    select \n        \n    cast(null as integer) as \n    \n    campaign_id\n    \n , \n    cast(null as TEXT) as \n    \n    click_uri\n    \n , \n    cast(null as timestamp) as \n    \n    created_time\n    \n , \n    cast(null as timestamp) as \n    \n    created_at\n    \n , \n    cast(null as integer) as \n    \n    id\n    \n , \n    cast(null as timestamp) as \n    \n    last_modified_time\n    \n , \n    cast(null as timestamp) as \n    \n    last_modified_at\n    \n , \n    cast(null as TEXT) as \n    \n    intended_status\n    \n , \n    cast(null as TEXT) as \n    \n    status\n    \n , \n    cast(null as TEXT) as \n    \n    text_ad_landing_page\n    \n , \n    cast(null as TEXT) as \n    \n    spotlight_landing_page\n    \n \n\n\n    \n        \n\n\n, cast('' as TEXT) as source_relation\n\n\n\n\n    from base\n\n), fields as (\n\n    select\n        source_relation,\n        id as creative_id,\n        campaign_id,\n        coalesce(status, intended_status) as status,\n        coalesce(text_ad_landing_page, spotlight_landing_page, click_uri) as click_uri,\n        cast(coalesce(last_modified_time, last_modified_at) as timestamp) as last_modified_at,\n        cast(coalesce(created_time, created_at) as timestamp) as created_at,\n        case when text_ad_landing_page is not null then 'text_ad'\n            when spotlight_landing_page is not null then 'spotlight'\n            else cast(null as TEXT)\n        end as click_uri_type\n\n    from macro\n\n), url_fields as (\n\n    select \n        *,\n        row_number() over (partition by creative_id  order by last_modified_at desc) = 1 as is_latest_version,\n        \n\n  \n    \n\n    split_part(\n        click_uri,\n        '?',\n        1\n        )\n\n\n  \n\n as base_url,\n        \n    \n    cast(\n\n  \n    \n\n    split_part(\n        \n\n  \n    \n\n    split_part(\n        \n\n    replace(\n        \n\n    replace(\n        \n\n    replace(\n        click_uri,\n        'android-app://',\n        ''\n    )\n\n\n,\n        'http://',\n        ''\n    )\n\n\n,\n        'https://',\n        ''\n    )\n\n\n,\n        '/',\n        1\n        )\n\n\n  \n\n,\n        '?',\n        1\n        )\n\n\n  \n\n as TEXT)\n as url_host,\n        '/' || \n    \n    cast(\n\n  \n    \n\n    split_part(\n        \n\n    right(\n        \n\n    replace(\n        \n\n    replace(\n        click_uri,\n        'http://',\n        ''\n    )\n\n\n,\n        'https://',\n        ''\n    )\n\n\n,\n        \n\n    length(\n        \n\n    replace(\n        \n\n    replace(\n        click_uri,\n        'http://',\n        ''\n    )\n\n\n,\n        'https://',\n        ''\n    )\n\n\n\n    )-coalesce(\n            nullif(\n\n    position(\n        '/' in \n\n    replace(\n        \n\n    replace(\n        click_uri,\n        'http://',\n        ''\n    )\n\n\n,\n        'https://',\n        ''\n    )\n\n\n\n    ), 0),\n            \n\n    position(\n        '?' in \n\n    replace(\n        \n\n    replace(\n        click_uri,\n        'http://',\n        ''\n    )\n\n\n,\n        'https://',\n        ''\n    )\n\n\n\n    ) - 1\n            )\n    ),\n        '?',\n        1\n        )\n\n\n  \n\n as TEXT)\n as url_path,\n        nullif(\n\n  \n    \n\n    split_part(\n        \n\n  \n    \n\n    split_part(\n        click_uri,\n        'utm_source=',\n        2\n        )\n\n\n  \n\n,\n        '&',\n        1\n        )\n\n\n  \n\n,'') as utm_source,\n        nullif(\n\n  \n    \n\n    split_part(\n        \n\n  \n    \n\n    split_part(\n        click_uri,\n        'utm_medium=',\n        2\n        )\n\n\n  \n\n,\n        '&',\n        1\n        )\n\n\n  \n\n,'') as utm_medium,\n        nullif(\n\n  \n    \n\n    split_part(\n        \n\n  \n    \n\n    split_part(\n        click_uri,\n        'utm_campaign=',\n        2\n        )\n\n\n  \n\n,\n        '&',\n        1\n        )\n\n\n  \n\n,'') as utm_campaign,\n        nullif(\n\n  \n    \n\n    split_part(\n        \n\n  \n    \n\n    split_part(\n        click_uri,\n        'utm_content=',\n        2\n        )\n\n\n  \n\n,\n        '&',\n        1\n        )\n\n\n  \n\n,'') as utm_content,\n        nullif(\n\n  \n    \n\n    split_part(\n        \n\n  \n    \n\n    split_part(\n        click_uri,\n        'utm_term=',\n        2\n        )\n\n\n  \n\n,\n        '&',\n        1\n        )\n\n\n  \n\n,'') as utm_term\n    \n    from fields\n)\n\nselect *\nfrom url_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, "primary_key": [], "time_spine": null}, "model.linkedin.stg_linkedin_ads__campaign_group_history": {"database": "postgres", "schema": "public_linkedin_dev", "name": "stg_linkedin_ads__campaign_group_history", "resource_type": "model", "package_name": "linkedin", "path": "staging/stg_linkedin_ads__campaign_group_history.sql", "original_file_path": "models/staging/stg_linkedin_ads__campaign_group_history.sql", "unique_id": "model.linkedin.stg_linkedin_ads__campaign_group_history", "fqn": ["linkedin", "staging", "stg_linkedin_ads__campaign_group_history"], "alias": "stg_linkedin_ads__campaign_group_history", "checksum": {"name": "sha256", "checksum": "1648f6e9422ceab665ee1431a805182beca8cb470d1bb839628796f653f83322"}, "config": {"enabled": true, "alias": null, "schema": "linkedin_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "batch_size": null, "lookback": 1, "begin": 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}, "event_time": null, "concurrent_batches": null, "access": "protected", "freshness": null}, "tags": [], "description": "Each record represents a 'version' of a campaign group.", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.linkedin.source_relation"]}, "campaign_group_id": {"name": "campaign_group_id", "description": "Unique internal ID representing the campaign group.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "last_modified_at": {"name": "last_modified_at", "description": "The timestamp of when the version was updated.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "account_id": {"name": "account_id", "description": "The ID of the account the campaign group belongs to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "created_at": {"name": "created_at", "description": "The timestamp of when the campaign group was created.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "campaign_group_name": {"name": "campaign_group_name", "description": "A label for the campaign group.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "is_backfilled": {"name": "is_backfilled", "description": "Flag that denotes whether the campaign group was created organically or to backfill existing campaigns. This is a read-only field set by the system. Default = false.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "run_schedule_start_at": {"name": "run_schedule_start_at", "description": "Represents the inclusive (greater than or equal to) date when to start running the associated campaigns under this campaign group. This field is required.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "run_schedule_end_at": {"name": "run_schedule_end_at", "description": "Represents the exclusive (strictly less than) date when to stop running the associated campaigns under this campaign group. If this field is unset, it indicates an open range with no end date.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "status": {"name": "status", "description": "Status of campaign group. Possible values are: ACTIVE - Denotes that the campaign group is capable of serving ads, subject to run date and budget limitations (as well as any other limitations at the account or campaign level). ARCHIVED - Denotes that the campaign group is presently inactive, and should mostly be hidden in the UI until un-archived. CANCELLED - Denotes that the campaign group has been permanently canceled and cannot be reactivated. Not a settable status. DRAFT - Denotes that the campaign group is in a preliminary state and should temporarily not be served. PAUSED - Denotes that the campaign group meets all requirements to be served, but temporarily should not be. PENDING_DELETION - Denotes that the campaign group has been requested to be deleted that is currently pending. REMOVED - Denoted that the campaign group was deleted, but must remain fetchable due to the existence of performance data.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "is_latest_version": {"name": "is_latest_version", "description": "Boolean of whether the record is the latest version of the campaign group.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "linkedin://models/staging/stg_linkedin.yml", "build_path": null, "unrendered_config": {"materialized": "table", "schema": "linkedin_{{ var('directed_schema','dev') }}", "enabled": true}, "created_at": 1764622980.6062355, "relation_name": "\"postgres\".\"public_linkedin_dev\".\"stg_linkedin_ads__campaign_group_history\"", "raw_code": "{{ config(enabled=var('ad_reporting__linkedin_ads_enabled', True)) }}\n\nwith base as (\n\n    select *\n    from {{ ref('stg_linkedin_ads__campaign_group_history_tmp') }}\n\n), macro as (\n\n    select\n        {{\n            fivetran_utils.fill_staging_columns(\n                source_columns=adapter.get_columns_in_relation(ref('stg_linkedin_ads__campaign_group_history_tmp')),\n                staging_columns=get_campaign_group_history_columns()\n            )\n        }}\n    \n        {{ fivetran_utils.source_relation(\n            union_schema_variable='linkedin_ads_union_schemas', \n            union_database_variable='linkedin_ads_union_databases') \n        }}\n\n    from base\n\n), fields as (\n\n    select \n        source_relation,\n        id as campaign_group_id,\n        name as campaign_group_name,\n        account_id,\n        status,\n        backfilled as is_backfilled,\n        cast(run_schedule_start as {{ dbt.type_timestamp() }}) as run_schedule_start_at,\n        cast(run_schedule_end as {{ dbt.type_timestamp() }}) as run_schedule_end_at,\n        cast(last_modified_time as {{ dbt.type_timestamp() }}) as last_modified_at,\n        cast(created_time as {{ dbt.type_timestamp() }}) as created_at,\n        row_number() over (partition by id {{ ', source_relation' if (var('linkedin_ads_union_schemas', []) or var('linkedin_ads_union_databases', []) | length > 1) }} order by last_modified_time desc) = 1 as is_latest_version\n\n    from macro\n\n)\n\nselect *\nfrom fields", "doc_blocks": [], "language": "sql", "refs": [{"name": "stg_linkedin_ads__campaign_group_history_tmp", "package": null, "version": null}, {"name": "stg_linkedin_ads__campaign_group_history_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.linkedin.get_campaign_group_history_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_timestamp"], "nodes": ["model.linkedin.stg_linkedin_ads__campaign_group_history_tmp"]}, "compiled_path": "target/compiled/linkedin/models/staging/stg_linkedin_ads__campaign_group_history.sql", "compiled": true, "compiled_code": "\n\nwith base as (\n\n    select *\n    from \"postgres\".\"public_linkedin_dev\".\"stg_linkedin_ads__campaign_group_history_tmp\"\n\n), macro as (\n\n    select\n        \n    cast(null as integer) as \n    \n    account_id\n    \n , \n    cast(null as boolean) as \n    \n    backfilled\n    \n , \n    cast(null as timestamp) as \n    \n    created_time\n    \n , \n    cast(null as integer) as \n    \n    id\n    \n , \n    cast(null as timestamp) as \n    \n    last_modified_time\n    \n , \n    cast(null as TEXT) as \n    \n    name\n    \n , \n    cast(null as timestamp) as \n    \n    run_schedule_end\n    \n , \n    cast(null as timestamp) as \n    \n    run_schedule_start\n    \n , \n    cast(null as TEXT) as \n    \n    status\n    \n \n\n\n    \n        \n\n\n, cast('' as TEXT) as source_relation\n\n\n\n\n    from base\n\n), fields as (\n\n    select \n        source_relation,\n        id as campaign_group_id,\n        name as campaign_group_name,\n        account_id,\n        status,\n        backfilled as is_backfilled,\n        cast(run_schedule_start as timestamp) as run_schedule_start_at,\n        cast(run_schedule_end as timestamp) as run_schedule_end_at,\n        cast(last_modified_time as timestamp) as last_modified_at,\n        cast(created_time as timestamp) as created_at,\n        row_number() over (partition by id  order by last_modified_time desc) = 1 as is_latest_version\n\n    from macro\n\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, "primary_key": [], "time_spine": null}, "model.linkedin.stg_linkedin_ads__monthly_ad_analytics_by_country": {"database": "postgres", "schema": "public_linkedin_dev", "name": "stg_linkedin_ads__monthly_ad_analytics_by_country", "resource_type": "model", "package_name": "linkedin", "path": "staging/stg_linkedin_ads__monthly_ad_analytics_by_country.sql", "original_file_path": "models/staging/stg_linkedin_ads__monthly_ad_analytics_by_country.sql", "unique_id": "model.linkedin.stg_linkedin_ads__monthly_ad_analytics_by_country", "fqn": ["linkedin", "staging", "stg_linkedin_ads__monthly_ad_analytics_by_country"], "alias": "stg_linkedin_ads__monthly_ad_analytics_by_country", "checksum": {"name": "sha256", "checksum": "e4ebe6dbeb041e32726aff7d44ec802f5038a22bade08d1c4a3f14c34657c80e"}, "config": {"enabled": true, "alias": null, "schema": "linkedin_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "batch_size": null, "lookback": 1, "begin": 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}, "event_time": null, "concurrent_batches": null, "access": "protected", "freshness": null}, "tags": [], "description": "Monthly LinkedIn Ads performance metrics aggregated by member country and campaign.", "columns": {"campaign_id": {"name": "campaign_id", "description": "Identifier of the LinkedIn Ads campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "date_month": {"name": "date_month", "description": "Month of the reporting data, aliased as `date_month`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "clicks": {"name": "clicks", "description": "The count of chargeable clicks.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "member_country_geo_id": {"name": "member_country_geo_id", "description": "ID representing the country of the LinkedIn members who interacted with the campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "impressions": {"name": "impressions", "description": "This is the count of \"impressions\" for Direct Ads and Sponsored Updates and \"sends\" for InMails.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "conversion_value_in_local_currency": {"name": "conversion_value_in_local_currency", "description": "The value generated by your conversions, displayed in your LinkedIn account's local currency.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "cost": {"name": "cost", "description": "The cost of the ads in the local currency or USD.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "external_website_conversions": {"name": "external_website_conversions", "description": "The actions taken on your website that you've defined as valuable to your business after clicking on LinkedIn ads.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "one_click_leads": {"name": "one_click_leads", "description": "Leads submitted after clicking on LinkedIn ads.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.linkedin.source_relation"]}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "linkedin://models/staging/stg_linkedin.yml", "build_path": null, "unrendered_config": {"materialized": "table", "schema": "linkedin_{{ var('directed_schema','dev') }}", "enabled": true}, "created_at": 1764622980.6100087, "relation_name": "\"postgres\".\"public_linkedin_dev\".\"stg_linkedin_ads__monthly_ad_analytics_by_country\"", "raw_code": "{{ config(enabled=fivetran_utils.enabled_vars(['ad_reporting__linkedin_ads_enabled','linkedin_ads__using_monthly_ad_analytics_by_member_country'])) }}\n\n\nwith base as (\n\n    select * \n    from {{ ref('stg_linkedin_ads__monthly_ad_analytics_by_country_tmp') }}\n),\n\nmacro as (\n\n    select\n        {{\n            fivetran_utils.fill_staging_columns(\n                source_columns=adapter.get_columns_in_relation(ref('stg_linkedin_ads__monthly_ad_analytics_by_country_tmp')),\n                staging_columns=get_monthly_ad_analytics_by_member_country_columns()\n            )\n        }}\n    \n        {{ fivetran_utils.source_relation(\n            union_schema_variable='linkedin_ads_union_schemas', \n            union_database_variable='linkedin_ads_union_databases') \n        }}\n\n    from base\n),\n\nfields as (\n    \n    select \n        source_relation,\n        {{ linkedin.date_from_month_string('date_month') }} as date_month, --Renamed in macros/get_monthly_ad_analytics_by_member_country_columns to avoid reserved word error.\n        campaign_id,\n        member_country as member_country_geo_id,\n        clicks,\n        impressions,\n        {% if var('linkedin_ads__use_local_currency', false) %}\n        cost_in_local_currency as cost,\n        {% else %}\n        cost_in_usd as cost,\n        {% endif %}\n\n        coalesce(cast(conversion_value_in_local_currency as {{ dbt.type_float() }}), 0) as conversion_value_in_local_currency\n\n        {% for conversion in var('linkedin_ads__conversion_fields', []) %}\n            , coalesce(cast({{ conversion }} as {{ dbt.type_bigint() }}), 0) as {{ conversion }}\n        {% endfor %}\n\n        {{ linkedin_ads_fill_pass_through_columns(pass_through_fields=var('linkedin_ads__monthly_ad_analytics_by_member_country_passthrough_metrics')) }}\n\n    from macro\n)\n\nselect *\nfrom fields", "doc_blocks": [], "language": "sql", "refs": [{"name": "stg_linkedin_ads__monthly_ad_analytics_by_country_tmp", "package": null, "version": null}, {"name": "stg_linkedin_ads__monthly_ad_analytics_by_country_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.enabled_vars", "macro.linkedin.get_monthly_ad_analytics_by_member_country_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.linkedin.date_from_month_string", "macro.dbt.type_float", "macro.dbt.type_bigint", "macro.linkedin.linkedin_ads_fill_pass_through_columns"], "nodes": ["model.linkedin.stg_linkedin_ads__monthly_ad_analytics_by_country_tmp"]}, "compiled_path": "target/compiled/linkedin/models/staging/stg_linkedin_ads__monthly_ad_analytics_by_country.sql", "compiled": true, "compiled_code": "\n\n\nwith base as (\n\n    select * \n    from \"postgres\".\"public_linkedin_dev\".\"stg_linkedin_ads__monthly_ad_analytics_by_country_tmp\"\n),\n\nmacro as (\n\n    select\n        \n    cast(null as integer) as \n    \n    campaign_id\n    \n , \n    cast(null as TEXT) as date_month , \n    cast(null as integer) as \n    \n    clicks\n    \n , \n    cast(null as integer) as \n    \n    member_country\n    \n , \n    cast(null as integer) as \n    \n    impressions\n    \n , \n    cast(null as numeric(28,6)) as \n    \n    conversion_value_in_local_currency\n    \n , \n    cast(null as numeric(28,6)) as \n    \n    cost_in_local_currency\n    \n , \n    cast(null as numeric(28,6)) as \n    \n    cost_in_usd\n    \n , \n    cast(null as TEXT) as \n    \n    external_website_conversions\n    \n , \n    cast(null as TEXT) as \n    \n    one_click_leads\n    \n \n\n\n    \n        \n\n\n, cast('' as TEXT) as source_relation\n\n\n\n\n    from base\n),\n\nfields as (\n    \n    select \n        source_relation,\n        \n    to_date(\n        split_part(date_month, '-', 1) || '-' || lpad(split_part(date_month, '-', 2), 2, '0') || '-01',\n        'YYYY-MM-DD'\n    )\n as date_month, --Renamed in macros/get_monthly_ad_analytics_by_member_country_columns to avoid reserved word error.\n        campaign_id,\n        member_country as member_country_geo_id,\n        clicks,\n        impressions,\n        \n        cost_in_usd as cost,\n        \n\n        coalesce(cast(conversion_value_in_local_currency as float), 0) as conversion_value_in_local_currency\n\n        \n            , coalesce(cast(external_website_conversions as bigint), 0) as external_website_conversions\n        \n            , coalesce(cast(one_click_leads as bigint), 0) as one_click_leads\n        \n\n        \n\n\n\n\n\n    from macro\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, "primary_key": [], "time_spine": null}, "model.linkedin.stg_linkedin_ads__campaign_group_history_tmp": {"database": "postgres", "schema": "public_linkedin_dev", "name": "stg_linkedin_ads__campaign_group_history_tmp", "resource_type": "model", "package_name": "linkedin", "path": "staging/tmp/stg_linkedin_ads__campaign_group_history_tmp.sql", "original_file_path": "models/staging/tmp/stg_linkedin_ads__campaign_group_history_tmp.sql", "unique_id": "model.linkedin.stg_linkedin_ads__campaign_group_history_tmp", "fqn": ["linkedin", "staging", "tmp", "stg_linkedin_ads__campaign_group_history_tmp"], "alias": "stg_linkedin_ads__campaign_group_history_tmp", "checksum": {"name": "sha256", "checksum": "ab81fdc6f9397f2481b6b809fc4a571f4c82405a2b1ff9fd526bd00e5c2b9aca"}, "config": {"enabled": true, "alias": null, "schema": "linkedin_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "batch_size": null, "lookback": 1, "begin": 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}, "event_time": null, "concurrent_batches": null, "access": "protected", "freshness": null}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"materialized": "view", "schema": "linkedin_{{ var('directed_schema','dev') }}", "enabled": true}, "created_at": 1764622980.2106748, "relation_name": "\"postgres\".\"public_linkedin_dev\".\"stg_linkedin_ads__campaign_group_history_tmp\"", "raw_code": "{{ config(enabled=var('ad_reporting__linkedin_ads_enabled', True)) }}\n\n{{\n    fivetran_utils.union_data(\n        table_identifier='campaign_group_history', \n        database_variable='linkedin_ads_database', \n        schema_variable='linkedin_ads_schema', \n        default_database=target.database,\n        default_schema='linkedin_ads',\n        default_variable='campaign_group_history',\n        union_schema_variable='linkedin_ads_union_schemas',\n        union_database_variable='linkedin_ads_union_databases'\n    )\n}}", "doc_blocks": [], "language": "sql", "refs": [], "sources": [["linkedin_ads", "campaign_group_history"], ["linkedin_ads", "campaign_group_history"]], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.union_data"], "nodes": ["source.linkedin.linkedin_ads.campaign_group_history"]}, "compiled_path": "target/compiled/linkedin/models/staging/tmp/stg_linkedin_ads__campaign_group_history_tmp.sql", "compiled": true, "compiled_code": "\n\n\n    \n    \n        \n        \n        \n        \n    select \n        cast(null as TEXT) as _dbt_source_relation\n    limit 0", "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, "primary_key": [], "time_spine": null}, "model.linkedin.stg_linkedin_ads__account_history_tmp": {"database": "postgres", "schema": "public_linkedin_dev", "name": "stg_linkedin_ads__account_history_tmp", "resource_type": "model", "package_name": "linkedin", "path": "staging/tmp/stg_linkedin_ads__account_history_tmp.sql", "original_file_path": "models/staging/tmp/stg_linkedin_ads__account_history_tmp.sql", "unique_id": "model.linkedin.stg_linkedin_ads__account_history_tmp", "fqn": ["linkedin", "staging", "tmp", "stg_linkedin_ads__account_history_tmp"], "alias": "stg_linkedin_ads__account_history_tmp", "checksum": {"name": "sha256", "checksum": "caea086945e8fcbcc122f063bc8667a1f509f2b210498598e49fa310ab53c04b"}, "config": {"enabled": true, "alias": null, "schema": "linkedin_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "batch_size": null, "lookback": 1, "begin": 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}, "event_time": null, "concurrent_batches": null, "access": "protected", "freshness": null}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"materialized": "view", "schema": "linkedin_{{ var('directed_schema','dev') }}", "enabled": true}, "created_at": 1764622980.246885, "relation_name": "\"postgres\".\"public_linkedin_dev\".\"stg_linkedin_ads__account_history_tmp\"", "raw_code": "{{ config(enabled=var('ad_reporting__linkedin_ads_enabled', True)) }}\n\n{{\n    fivetran_utils.union_data(\n        table_identifier='account_history', \n        database_variable='linkedin_ads_database', \n        schema_variable='linkedin_ads_schema', \n        default_database=target.database,\n        default_schema='linkedin_ads',\n        default_variable='account_history',\n        union_schema_variable='linkedin_ads_union_schemas',\n        union_database_variable='linkedin_ads_union_databases'\n    )\n}}", "doc_blocks": [], "language": "sql", "refs": [], "sources": [["linkedin_ads", "account_history"], ["linkedin_ads", "account_history"]], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.union_data"], "nodes": ["source.linkedin.linkedin_ads.account_history"]}, "compiled_path": "target/compiled/linkedin/models/staging/tmp/stg_linkedin_ads__account_history_tmp.sql", "compiled": true, "compiled_code": "\n\n\n    \n    \n        \n        \n        \n        \n    select \n        cast(null as TEXT) as _dbt_source_relation\n    limit 0", "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, "primary_key": [], "time_spine": null}, "model.linkedin.stg_linkedin_ads__monthly_ad_analytics_by_region_tmp": {"database": "postgres", "schema": "public_linkedin_dev", "name": "stg_linkedin_ads__monthly_ad_analytics_by_region_tmp", "resource_type": "model", "package_name": "linkedin", "path": "staging/tmp/stg_linkedin_ads__monthly_ad_analytics_by_region_tmp.sql", "original_file_path": "models/staging/tmp/stg_linkedin_ads__monthly_ad_analytics_by_region_tmp.sql", "unique_id": "model.linkedin.stg_linkedin_ads__monthly_ad_analytics_by_region_tmp", "fqn": ["linkedin", "staging", "tmp", "stg_linkedin_ads__monthly_ad_analytics_by_region_tmp"], "alias": "stg_linkedin_ads__monthly_ad_analytics_by_region_tmp", "checksum": {"name": "sha256", "checksum": "3ba2bb807f4a916c69a82045d15b992dd15d4b109edf66b7ff1939a0cb7d2fb2"}, "config": {"enabled": true, "alias": null, "schema": "linkedin_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "batch_size": null, "lookback": 1, "begin": 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}, "event_time": null, "concurrent_batches": null, "access": "protected", "freshness": null}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"materialized": "view", "schema": "linkedin_{{ var('directed_schema','dev') }}", "enabled": true}, "created_at": 1764622980.2556202, "relation_name": "\"postgres\".\"public_linkedin_dev\".\"stg_linkedin_ads__monthly_ad_analytics_by_region_tmp\"", "raw_code": "{{ config(enabled=fivetran_utils.enabled_vars(['ad_reporting__linkedin_ads_enabled','linkedin_ads__using_monthly_ad_analytics_by_member_region'])) }}\n\n{{\n    fivetran_utils.union_data(\n        table_identifier='monthly_ad_analytics_by_member_region', \n        database_variable='linkedin_ads_database', \n        schema_variable='linkedin_ads_schema', \n        default_database=target.database,\n        default_schema='linkedin_ads',\n        default_variable='monthly_ad_analytics_by_member_region',\n        union_schema_variable='linkedin_ads_union_schemas',\n        union_database_variable='linkedin_ads_union_databases'\n    )\n}}", "doc_blocks": [], "language": "sql", "refs": [], "sources": [["linkedin_ads", "monthly_ad_analytics_by_member_region"], ["linkedin_ads", "monthly_ad_analytics_by_member_region"]], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.enabled_vars", "macro.fivetran_utils.union_data"], "nodes": ["source.linkedin.linkedin_ads.monthly_ad_analytics_by_member_region"]}, "compiled_path": "target/compiled/linkedin/models/staging/tmp/stg_linkedin_ads__monthly_ad_analytics_by_region_tmp.sql", "compiled": true, "compiled_code": "\n\n\n    \n    \n        \n        \n        \n        \n    select \n        cast(null as TEXT) as _dbt_source_relation\n    limit 0", "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, "primary_key": [], "time_spine": null}, "model.linkedin.stg_linkedin_ads__campaign_history_tmp": {"database": "postgres", "schema": "public_linkedin_dev", "name": "stg_linkedin_ads__campaign_history_tmp", "resource_type": "model", "package_name": "linkedin", "path": "staging/tmp/stg_linkedin_ads__campaign_history_tmp.sql", "original_file_path": "models/staging/tmp/stg_linkedin_ads__campaign_history_tmp.sql", "unique_id": "model.linkedin.stg_linkedin_ads__campaign_history_tmp", "fqn": ["linkedin", "staging", "tmp", "stg_linkedin_ads__campaign_history_tmp"], "alias": "stg_linkedin_ads__campaign_history_tmp", "checksum": {"name": "sha256", "checksum": "57277904daa40b519f861f012daf16c101dfef12ba3e9d613b718c5cdb8de610"}, "config": {"enabled": true, "alias": null, "schema": "linkedin_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "batch_size": null, "lookback": 1, "begin": 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}, "event_time": null, "concurrent_batches": null, "access": "protected", "freshness": null}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"materialized": "view", "schema": "linkedin_{{ var('directed_schema','dev') }}", "enabled": true}, "created_at": 1764622980.2640007, "relation_name": "\"postgres\".\"public_linkedin_dev\".\"stg_linkedin_ads__campaign_history_tmp\"", "raw_code": "{{ config(enabled=var('ad_reporting__linkedin_ads_enabled', True)) }}\n\n{{\n    fivetran_utils.union_data(\n        table_identifier='campaign_history', \n        database_variable='linkedin_ads_database', \n        schema_variable='linkedin_ads_schema', \n        default_database=target.database,\n        default_schema='linkedin_ads',\n        default_variable='campaign_history',\n        union_schema_variable='linkedin_ads_union_schemas',\n        union_database_variable='linkedin_ads_union_databases'\n    )\n}}", "doc_blocks": [], "language": "sql", "refs": [], "sources": [["linkedin_ads", "campaign_history"], ["linkedin_ads", "campaign_history"]], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.union_data"], "nodes": ["source.linkedin.linkedin_ads.campaign_history"]}, "compiled_path": "target/compiled/linkedin/models/staging/tmp/stg_linkedin_ads__campaign_history_tmp.sql", "compiled": true, "compiled_code": "\n\n\n    \n    \n        \n        \n        \n        \n    select \n        cast(null as TEXT) as _dbt_source_relation\n    limit 0", "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, "primary_key": [], "time_spine": null}, "model.linkedin.stg_linkedin_ads__monthly_ad_analytics_by_country_tmp": {"database": "postgres", "schema": "public_linkedin_dev", "name": "stg_linkedin_ads__monthly_ad_analytics_by_country_tmp", "resource_type": "model", "package_name": "linkedin", "path": "staging/tmp/stg_linkedin_ads__monthly_ad_analytics_by_country_tmp.sql", "original_file_path": "models/staging/tmp/stg_linkedin_ads__monthly_ad_analytics_by_country_tmp.sql", "unique_id": "model.linkedin.stg_linkedin_ads__monthly_ad_analytics_by_country_tmp", "fqn": ["linkedin", "staging", "tmp", "stg_linkedin_ads__monthly_ad_analytics_by_country_tmp"], "alias": "stg_linkedin_ads__monthly_ad_analytics_by_country_tmp", "checksum": {"name": "sha256", "checksum": "2a3e5335a8bd3f4574e7d4dbe1e2b70416e58ef4d68fa632bdd57cfb83a6e3aa"}, "config": {"enabled": true, "alias": null, "schema": "linkedin_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "batch_size": null, "lookback": 1, "begin": 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}, "event_time": null, "concurrent_batches": null, "access": "protected", "freshness": null}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"materialized": "view", "schema": "linkedin_{{ var('directed_schema','dev') }}", "enabled": true}, "created_at": 1764622980.272194, "relation_name": "\"postgres\".\"public_linkedin_dev\".\"stg_linkedin_ads__monthly_ad_analytics_by_country_tmp\"", "raw_code": "{{ config(enabled=fivetran_utils.enabled_vars(['ad_reporting__linkedin_ads_enabled','linkedin_ads__using_monthly_ad_analytics_by_member_country'])) }}\n\n{{\n    fivetran_utils.union_data(\n        table_identifier='monthly_ad_analytics_by_member_country', \n        database_variable='linkedin_ads_database', \n        schema_variable='linkedin_ads_schema', \n        default_database=target.database,\n        default_schema='linkedin_ads',\n        default_variable='monthly_ad_analytics_by_member_country',\n        union_schema_variable='linkedin_ads_union_schemas',\n        union_database_variable='linkedin_ads_union_databases'\n    )\n}}", "doc_blocks": [], "language": "sql", "refs": [], "sources": [["linkedin_ads", "monthly_ad_analytics_by_member_country"], ["linkedin_ads", "monthly_ad_analytics_by_member_country"]], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.enabled_vars", "macro.fivetran_utils.union_data"], "nodes": ["source.linkedin.linkedin_ads.monthly_ad_analytics_by_member_country"]}, "compiled_path": "target/compiled/linkedin/models/staging/tmp/stg_linkedin_ads__monthly_ad_analytics_by_country_tmp.sql", "compiled": true, "compiled_code": "\n\n\n    \n    \n        \n        \n        \n        \n    select \n        cast(null as TEXT) as _dbt_source_relation\n    limit 0", "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, "primary_key": [], "time_spine": null}, "model.linkedin.stg_linkedin_ads__ad_analytics_by_campaign_tmp": {"database": "postgres", "schema": "public_linkedin_dev", "name": "stg_linkedin_ads__ad_analytics_by_campaign_tmp", "resource_type": "model", "package_name": "linkedin", "path": "staging/tmp/stg_linkedin_ads__ad_analytics_by_campaign_tmp.sql", "original_file_path": "models/staging/tmp/stg_linkedin_ads__ad_analytics_by_campaign_tmp.sql", "unique_id": "model.linkedin.stg_linkedin_ads__ad_analytics_by_campaign_tmp", "fqn": ["linkedin", "staging", "tmp", "stg_linkedin_ads__ad_analytics_by_campaign_tmp"], "alias": "stg_linkedin_ads__ad_analytics_by_campaign_tmp", "checksum": {"name": "sha256", "checksum": "1970c620d47208b109aea8708b078f745b755c3961e4be604524ee6c6af698f5"}, "config": {"enabled": true, "alias": null, "schema": "linkedin_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "batch_size": null, "lookback": 1, "begin": 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}, "event_time": null, "concurrent_batches": null, "access": "protected", "freshness": null}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"materialized": "view", "schema": "linkedin_{{ var('directed_schema','dev') }}", "enabled": true}, "created_at": 1764622980.2805712, "relation_name": "\"postgres\".\"public_linkedin_dev\".\"stg_linkedin_ads__ad_analytics_by_campaign_tmp\"", "raw_code": "{{ config(enabled=var('ad_reporting__linkedin_ads_enabled', True)) }}\n\n{{\n    fivetran_utils.union_data(\n        table_identifier='ad_analytics_by_campaign', \n        database_variable='linkedin_ads_database', \n        schema_variable='linkedin_ads_schema', \n        default_database=target.database,\n        default_schema='linkedin_ads',\n        default_variable='ad_analytics_by_campaign',\n        union_schema_variable='linkedin_ads_union_schemas',\n        union_database_variable='linkedin_ads_union_databases'\n    )\n}}", "doc_blocks": [], "language": "sql", "refs": [], "sources": [["linkedin_ads", "ad_analytics_by_campaign"], ["linkedin_ads", "ad_analytics_by_campaign"]], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.union_data"], "nodes": ["source.linkedin.linkedin_ads.ad_analytics_by_campaign"]}, "compiled_path": "target/compiled/linkedin/models/staging/tmp/stg_linkedin_ads__ad_analytics_by_campaign_tmp.sql", "compiled": true, "compiled_code": "\n\n\n    \n    \n        \n        \n        \n        \n    select \n        cast(null as TEXT) as _dbt_source_relation\n    limit 0", "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, "primary_key": [], "time_spine": null}, "model.linkedin.stg_linkedin_ads__geo_tmp": {"database": "postgres", "schema": "public_linkedin_dev", "name": "stg_linkedin_ads__geo_tmp", "resource_type": "model", "package_name": "linkedin", "path": "staging/tmp/stg_linkedin_ads__geo_tmp.sql", "original_file_path": "models/staging/tmp/stg_linkedin_ads__geo_tmp.sql", "unique_id": "model.linkedin.stg_linkedin_ads__geo_tmp", "fqn": ["linkedin", "staging", "tmp", "stg_linkedin_ads__geo_tmp"], "alias": "stg_linkedin_ads__geo_tmp", "checksum": {"name": "sha256", "checksum": "89339139c6710cfcab68c632c62a083351599d8c28c838b5760e7f542cd92a25"}, "config": {"enabled": true, "alias": null, "schema": "linkedin_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "batch_size": null, "lookback": 1, "begin": 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}, "event_time": null, "concurrent_batches": null, "access": "protected", "freshness": null}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"materialized": "view", "schema": "linkedin_{{ var('directed_schema','dev') }}", "enabled": true}, "created_at": 1764622980.288761, "relation_name": "\"postgres\".\"public_linkedin_dev\".\"stg_linkedin_ads__geo_tmp\"", "raw_code": "{{ config(enabled=fivetran_utils.enabled_vars(['ad_reporting__linkedin_ads_enabled','linkedin_ads__using_geo'])) }}\n\n{{\n    fivetran_utils.union_data(\n        table_identifier='geo', \n        database_variable='linkedin_ads_database', \n        schema_variable='linkedin_ads_schema', \n        default_database=target.database,\n        default_schema='linkedin_ads',\n        default_variable='geo',\n        union_schema_variable='linkedin_ads_union_schemas',\n        union_database_variable='linkedin_ads_union_databases'\n    )\n}}", "doc_blocks": [], "language": "sql", "refs": [], "sources": [["linkedin_ads", "geo"], ["linkedin_ads", "geo"]], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.enabled_vars", "macro.fivetran_utils.union_data"], "nodes": ["source.linkedin.linkedin_ads.geo"]}, "compiled_path": "target/compiled/linkedin/models/staging/tmp/stg_linkedin_ads__geo_tmp.sql", "compiled": true, "compiled_code": "\n\n\n    \n    \n        \n        \n        \n        \n    select \n        cast(null as TEXT) as _dbt_source_relation\n    limit 0", "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, "primary_key": [], "time_spine": null}, "model.linkedin.stg_linkedin_ads__ad_analytics_by_creative_tmp": {"database": "postgres", "schema": "public_linkedin_dev", "name": "stg_linkedin_ads__ad_analytics_by_creative_tmp", "resource_type": "model", "package_name": "linkedin", "path": "staging/tmp/stg_linkedin_ads__ad_analytics_by_creative_tmp.sql", "original_file_path": "models/staging/tmp/stg_linkedin_ads__ad_analytics_by_creative_tmp.sql", "unique_id": "model.linkedin.stg_linkedin_ads__ad_analytics_by_creative_tmp", "fqn": ["linkedin", "staging", "tmp", "stg_linkedin_ads__ad_analytics_by_creative_tmp"], "alias": "stg_linkedin_ads__ad_analytics_by_creative_tmp", "checksum": {"name": "sha256", "checksum": "3875350fd6f19fb9585c697c1f6413f7e56e37cf7419dc340b5c94b94d0fe987"}, "config": {"enabled": true, "alias": null, "schema": "linkedin_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "batch_size": null, "lookback": 1, "begin": 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}, "event_time": null, "concurrent_batches": null, "access": "protected", "freshness": null}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"materialized": "view", "schema": "linkedin_{{ var('directed_schema','dev') }}", "enabled": true}, "created_at": 1764622980.2981634, "relation_name": "\"postgres\".\"public_linkedin_dev\".\"stg_linkedin_ads__ad_analytics_by_creative_tmp\"", "raw_code": "{{ config(enabled=var('ad_reporting__linkedin_ads_enabled', True)) }}\n\n{{\n    fivetran_utils.union_data(\n        table_identifier='ad_analytics_by_creative', \n        database_variable='linkedin_ads_database', \n        schema_variable='linkedin_ads_schema', \n        default_database=target.database,\n        default_schema='linkedin_ads',\n        default_variable='ad_analytics_by_creative',\n        union_schema_variable='linkedin_ads_union_schemas',\n        union_database_variable='linkedin_ads_union_databases'\n    )\n}}", "doc_blocks": [], "language": "sql", "refs": [], "sources": [["linkedin_ads", "ad_analytics_by_creative"], ["linkedin_ads", "ad_analytics_by_creative"]], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.union_data"], "nodes": ["source.linkedin.linkedin_ads.ad_analytics_by_creative"]}, "compiled_path": "target/compiled/linkedin/models/staging/tmp/stg_linkedin_ads__ad_analytics_by_creative_tmp.sql", "compiled": true, "compiled_code": "\n\n\n    \n    \n        \n        \n        \n        \n    select \n        cast(null as TEXT) as _dbt_source_relation\n    limit 0", "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, "primary_key": [], "time_spine": null}, "model.linkedin.stg_linkedin_ads__creative_history_tmp": {"database": "postgres", "schema": "public_linkedin_dev", "name": "stg_linkedin_ads__creative_history_tmp", "resource_type": "model", "package_name": "linkedin", "path": "staging/tmp/stg_linkedin_ads__creative_history_tmp.sql", "original_file_path": "models/staging/tmp/stg_linkedin_ads__creative_history_tmp.sql", "unique_id": "model.linkedin.stg_linkedin_ads__creative_history_tmp", "fqn": ["linkedin", "staging", "tmp", "stg_linkedin_ads__creative_history_tmp"], "alias": "stg_linkedin_ads__creative_history_tmp", "checksum": {"name": "sha256", "checksum": "8834c1345f54ac9a8e39e4a0efcad9912cf619fc02ba4c686764f0cd332a6fe2"}, "config": {"enabled": true, "alias": null, "schema": "linkedin_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "batch_size": null, "lookback": 1, "begin": 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}, "event_time": null, "concurrent_batches": null, "access": "protected", "freshness": null}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"materialized": "view", "schema": "linkedin_{{ var('directed_schema','dev') }}", "enabled": true}, "created_at": 1764622980.3063686, "relation_name": "\"postgres\".\"public_linkedin_dev\".\"stg_linkedin_ads__creative_history_tmp\"", "raw_code": "{{ config(enabled=var('ad_reporting__linkedin_ads_enabled', True)) }}\n\n{{\n    fivetran_utils.union_data(\n        table_identifier='creative_history', \n        database_variable='linkedin_ads_database', \n        schema_variable='linkedin_ads_schema', \n        default_database=target.database,\n        default_schema='linkedin_ads',\n        default_variable='creative_history',\n        union_schema_variable='linkedin_ads_union_schemas',\n        union_database_variable='linkedin_ads_union_databases'\n    )\n}}", "doc_blocks": [], "language": "sql", "refs": [], "sources": [["linkedin_ads", "creative_history"], ["linkedin_ads", "creative_history"]], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.union_data"], "nodes": ["source.linkedin.linkedin_ads.creative_history"]}, "compiled_path": "target/compiled/linkedin/models/staging/tmp/stg_linkedin_ads__creative_history_tmp.sql", "compiled": true, "compiled_code": "\n\n\n    \n    \n        \n        \n        \n        \n    select \n        cast(null as TEXT) as _dbt_source_relation\n    limit 0", "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, "primary_key": [], "time_spine": null}, "test.linkedin.not_null_linkedin_ads__account_report_account_id.0c34ea1842": {"database": "postgres", "schema": "public_dbt_test__audit", "name": "not_null_linkedin_ads__account_report_account_id", "resource_type": "test", "package_name": "linkedin", "path": "not_null_linkedin_ads__account_report_account_id.sql", "original_file_path": "models/linkedin.yml", "unique_id": "test.linkedin.not_null_linkedin_ads__account_report_account_id.0c34ea1842", "fqn": ["linkedin", "not_null_linkedin_ads__account_report_account_id"], "alias": "not_null_linkedin_ads__account_report_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, "unrendered_config": {}, "created_at": 1764622980.5633755, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "doc_blocks": [], "language": "sql", "refs": [{"name": "linkedin_ads__account_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.linkedin.linkedin_ads__account_report"]}, "compiled_path": "target/compiled/linkedin/models/linkedin.yml/not_null_linkedin_ads__account_report_account_id.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect account_id\nfrom \"postgres\".\"public_linkedin_dev\".\"linkedin_ads__account_report\"\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.linkedin_ads__account_report", "attached_node": "model.linkedin.linkedin_ads__account_report", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "account_id", "model": "{{ get_where_subquery(ref('linkedin_ads__account_report')) }}"}, "namespace": null}}, "test.linkedin.not_null_linkedin_ads__account_report_date_day.c4b33f8f53": {"database": "postgres", "schema": "public_dbt_test__audit", "name": "not_null_linkedin_ads__account_report_date_day", "resource_type": "test", "package_name": "linkedin", "path": "not_null_linkedin_ads__account_report_date_day.sql", "original_file_path": "models/linkedin.yml", "unique_id": "test.linkedin.not_null_linkedin_ads__account_report_date_day.c4b33f8f53", "fqn": ["linkedin", "not_null_linkedin_ads__account_report_date_day"], "alias": "not_null_linkedin_ads__account_report_date_day", "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, "unrendered_config": {}, "created_at": 1764622980.5659995, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "doc_blocks": [], "language": "sql", "refs": [{"name": "linkedin_ads__account_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.linkedin.linkedin_ads__account_report"]}, "compiled_path": "target/compiled/linkedin/models/linkedin.yml/not_null_linkedin_ads__account_report_date_day.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect date_day\nfrom \"postgres\".\"public_linkedin_dev\".\"linkedin_ads__account_report\"\nwhere date_day is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "date_day", "file_key_name": "models.linkedin_ads__account_report", "attached_node": "model.linkedin.linkedin_ads__account_report", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "date_day", "model": "{{ get_where_subquery(ref('linkedin_ads__account_report')) }}"}, "namespace": null}}, "test.linkedin.not_null_linkedin_ads__campaign_report_date_day.8d320b88b1": {"database": "postgres", "schema": "public_dbt_test__audit", "name": "not_null_linkedin_ads__campaign_report_date_day", "resource_type": "test", "package_name": "linkedin", "path": "not_null_linkedin_ads__campaign_report_date_day.sql", "original_file_path": "models/linkedin.yml", "unique_id": "test.linkedin.not_null_linkedin_ads__campaign_report_date_day.8d320b88b1", "fqn": ["linkedin", "not_null_linkedin_ads__campaign_report_date_day"], "alias": "not_null_linkedin_ads__campaign_report_date_day", "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, "unrendered_config": {}, "created_at": 1764622980.5683615, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "doc_blocks": [], "language": "sql", "refs": [{"name": "linkedin_ads__campaign_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.linkedin.linkedin_ads__campaign_report"]}, "compiled_path": "target/compiled/linkedin/models/linkedin.yml/not_null_linkedin_ads__campaign_report_date_day.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect date_day\nfrom \"postgres\".\"public_linkedin_dev\".\"linkedin_ads__campaign_report\"\nwhere date_day is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "date_day", "file_key_name": "models.linkedin_ads__campaign_report", "attached_node": "model.linkedin.linkedin_ads__campaign_report", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "date_day", "model": "{{ get_where_subquery(ref('linkedin_ads__campaign_report')) }}"}, "namespace": null}}, "test.linkedin.not_null_linkedin_ads__campaign_report_campaign_id.bf43964b15": 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"warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {}, "created_at": 1764622980.5780058, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "doc_blocks": [], "language": "sql", "refs": [{"name": "linkedin_ads__creative_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.linkedin.linkedin_ads__creative_report"]}, "compiled_path": "target/compiled/linkedin/models/linkedin.yml/not_null_linkedin_ads__creative_report_date_day.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect date_day\nfrom \"postgres\".\"public_linkedin_dev\".\"linkedin_ads__creative_report\"\nwhere date_day is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": 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null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {}, "created_at": 1764622980.585231, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "doc_blocks": [], "language": "sql", "refs": [{"name": "linkedin_ads__url_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.linkedin.linkedin_ads__url_report"]}, "compiled_path": "target/compiled/linkedin/models/linkedin.yml/not_null_linkedin_ads__url_report_creative_id.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect creative_id\nfrom \"postgres\".\"public_linkedin_dev\".\"linkedin_ads__url_report\"\nwhere creative_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "creative_id", "file_key_name": "models.linkedin_ads__url_report", "attached_node": "model.linkedin.linkedin_ads__url_report", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "creative_id", "model": "{{ get_where_subquery(ref('linkedin_ads__url_report')) }}"}, "namespace": null}}, "test.linkedin.not_null_linkedin_ads__url_report_click_uri.81534087cb": {"database": "postgres", "schema": "public_dbt_test__audit", "name": "not_null_linkedin_ads__url_report_click_uri", "resource_type": "test", "package_name": "linkedin", "path": "not_null_linkedin_ads__url_report_click_uri.sql", "original_file_path": "models/linkedin.yml", "unique_id": "test.linkedin.not_null_linkedin_ads__url_report_click_uri.81534087cb", "fqn": ["linkedin", "not_null_linkedin_ads__url_report_click_uri"], "alias": "not_null_linkedin_ads__url_report_click_uri", "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, "unrendered_config": {"enabled": true}, "created_at": 1764622980.5883071, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}{{ config(enabled=True) }}", "doc_blocks": [], "language": "sql", "refs": [{"name": "linkedin_ads__url_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.linkedin.linkedin_ads__url_report"]}, "compiled_path": "target/compiled/linkedin/models/linkedin.yml/not_null_linkedin_ads__url_report_click_uri.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect 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"test.linkedin.not_null_linkedin_ads__monthly_campaign_country_report_date_month.ab0a8d3050", "fqn": ["linkedin", "not_null_linkedin_ads__monthly_campaign_country_report_date_month"], "alias": "not_null_linkedin_ads__monthly_e69e063829cf5fc29a5efbeea1ded0b2", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "not_null_linkedin_ads__monthly_e69e063829cf5fc29a5efbeea1ded0b2", "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, "unrendered_config": {"alias": "not_null_linkedin_ads__monthly_e69e063829cf5fc29a5efbeea1ded0b2"}, "created_at": 1764622980.5907168, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}{{ config(alias=\"not_null_linkedin_ads__monthly_e69e063829cf5fc29a5efbeea1ded0b2\") }}", "doc_blocks": [], "language": "sql", "refs": [{"name": "linkedin_ads__monthly_campaign_country_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.linkedin.linkedin_ads__monthly_campaign_country_report"]}, "compiled_path": "target/compiled/linkedin/models/linkedin.yml/not_null_linkedin_ads__monthly_e69e063829cf5fc29a5efbeea1ded0b2.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect date_month\nfrom \"postgres\".\"public_linkedin_dev\".\"linkedin_ads__monthly_campaign_country_report\"\nwhere date_month is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "date_month", "file_key_name": "models.linkedin_ads__monthly_campaign_country_report", "attached_node": "model.linkedin.linkedin_ads__monthly_campaign_country_report", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "date_month", "model": "{{ get_where_subquery(ref('linkedin_ads__monthly_campaign_country_report')) }}"}, "namespace": null}}, "test.linkedin.not_null_linkedin_ads__monthly_campaign_country_report_campaign_id.4624641c1c": {"database": "postgres", "schema": "public_dbt_test__audit", "name": "not_null_linkedin_ads__monthly_campaign_country_report_campaign_id", "resource_type": "test", "package_name": "linkedin", "path": "not_null_linkedin_ads__monthly_0837b859b384a25b2df1c63ff671b24d.sql", "original_file_path": "models/linkedin.yml", "unique_id": "test.linkedin.not_null_linkedin_ads__monthly_campaign_country_report_campaign_id.4624641c1c", "fqn": ["linkedin", "not_null_linkedin_ads__monthly_campaign_country_report_campaign_id"], "alias": "not_null_linkedin_ads__monthly_0837b859b384a25b2df1c63ff671b24d", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "not_null_linkedin_ads__monthly_0837b859b384a25b2df1c63ff671b24d", "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, "unrendered_config": {"alias": "not_null_linkedin_ads__monthly_0837b859b384a25b2df1c63ff671b24d"}, "created_at": 1764622980.5931888, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}{{ config(alias=\"not_null_linkedin_ads__monthly_0837b859b384a25b2df1c63ff671b24d\") }}", "doc_blocks": [], "language": "sql", "refs": [{"name": "linkedin_ads__monthly_campaign_country_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.linkedin.linkedin_ads__monthly_campaign_country_report"]}, "compiled_path": "target/compiled/linkedin/models/linkedin.yml/not_null_linkedin_ads__monthly_0837b859b384a25b2df1c63ff671b24d.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect campaign_id\nfrom \"postgres\".\"public_linkedin_dev\".\"linkedin_ads__monthly_campaign_country_report\"\nwhere campaign_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "campaign_id", "file_key_name": "models.linkedin_ads__monthly_campaign_country_report", "attached_node": "model.linkedin.linkedin_ads__monthly_campaign_country_report", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "campaign_id", "model": "{{ get_where_subquery(ref('linkedin_ads__monthly_campaign_country_report')) }}"}, "namespace": null}}, "test.linkedin.not_null_linkedin_ads__monthly_campaign_region_report_date_month.4fd809085e": {"database": "postgres", "schema": "public_dbt_test__audit", "name": "not_null_linkedin_ads__monthly_campaign_region_report_date_month", "resource_type": "test", "package_name": "linkedin", "path": "not_null_linkedin_ads__monthly_52b93cb419209deea0ecea8aeddd6fe8.sql", "original_file_path": "models/linkedin.yml", "unique_id": "test.linkedin.not_null_linkedin_ads__monthly_campaign_region_report_date_month.4fd809085e", "fqn": ["linkedin", "not_null_linkedin_ads__monthly_campaign_region_report_date_month"], "alias": "not_null_linkedin_ads__monthly_52b93cb419209deea0ecea8aeddd6fe8", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "not_null_linkedin_ads__monthly_52b93cb419209deea0ecea8aeddd6fe8", "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, "unrendered_config": {"alias": "not_null_linkedin_ads__monthly_52b93cb419209deea0ecea8aeddd6fe8"}, "created_at": 1764622980.595565, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}{{ config(alias=\"not_null_linkedin_ads__monthly_52b93cb419209deea0ecea8aeddd6fe8\") }}", "doc_blocks": [], "language": "sql", "refs": [{"name": "linkedin_ads__monthly_campaign_region_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.linkedin.linkedin_ads__monthly_campaign_region_report"]}, "compiled_path": "target/compiled/linkedin/models/linkedin.yml/not_null_linkedin_ads__monthly_52b93cb419209deea0ecea8aeddd6fe8.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect date_month\nfrom \"postgres\".\"public_linkedin_dev\".\"linkedin_ads__monthly_campaign_region_report\"\nwhere date_month is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "date_month", "file_key_name": "models.linkedin_ads__monthly_campaign_region_report", "attached_node": "model.linkedin.linkedin_ads__monthly_campaign_region_report", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "date_month", "model": "{{ get_where_subquery(ref('linkedin_ads__monthly_campaign_region_report')) }}"}, "namespace": null}}, "test.linkedin.not_null_linkedin_ads__monthly_campaign_region_report_campaign_id.5884bc5d68": {"database": "postgres", "schema": "public_dbt_test__audit", "name": "not_null_linkedin_ads__monthly_campaign_region_report_campaign_id", "resource_type": "test", "package_name": "linkedin", "path": "not_null_linkedin_ads__monthly_d8d2fb9356c0edb46ee9b89812dc2020.sql", "original_file_path": "models/linkedin.yml", "unique_id": "test.linkedin.not_null_linkedin_ads__monthly_campaign_region_report_campaign_id.5884bc5d68", "fqn": ["linkedin", "not_null_linkedin_ads__monthly_campaign_region_report_campaign_id"], "alias": "not_null_linkedin_ads__monthly_d8d2fb9356c0edb46ee9b89812dc2020", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "not_null_linkedin_ads__monthly_d8d2fb9356c0edb46ee9b89812dc2020", "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, "unrendered_config": {"alias": "not_null_linkedin_ads__monthly_d8d2fb9356c0edb46ee9b89812dc2020"}, "created_at": 1764622980.5979078, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}{{ config(alias=\"not_null_linkedin_ads__monthly_d8d2fb9356c0edb46ee9b89812dc2020\") }}", "doc_blocks": [], "language": "sql", "refs": [{"name": "linkedin_ads__monthly_campaign_region_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.linkedin.linkedin_ads__monthly_campaign_region_report"]}, "compiled_path": "target/compiled/linkedin/models/linkedin.yml/not_null_linkedin_ads__monthly_d8d2fb9356c0edb46ee9b89812dc2020.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect campaign_id\nfrom \"postgres\".\"public_linkedin_dev\".\"linkedin_ads__monthly_campaign_region_report\"\nwhere campaign_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "campaign_id", "file_key_name": "models.linkedin_ads__monthly_campaign_region_report", "attached_node": "model.linkedin.linkedin_ads__monthly_campaign_region_report", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "campaign_id", "model": "{{ get_where_subquery(ref('linkedin_ads__monthly_campaign_region_report')) }}"}, "namespace": null}}, "test.linkedin.not_null_stg_linkedin_ads__ad_analytics_by_creative_creative_id.062abfe14b": {"database": "postgres", "schema": "public_dbt_test__audit", "name": "not_null_stg_linkedin_ads__ad_analytics_by_creative_creative_id", "resource_type": "test", "package_name": "linkedin", "path": "not_null_stg_linkedin_ads__ad_analytics_by_creative_creative_id.sql", "original_file_path": "models/staging/stg_linkedin.yml", "unique_id": "test.linkedin.not_null_stg_linkedin_ads__ad_analytics_by_creative_creative_id.062abfe14b", "fqn": ["linkedin", "staging", "not_null_stg_linkedin_ads__ad_analytics_by_creative_creative_id"], "alias": "not_null_stg_linkedin_ads__ad_analytics_by_creative_creative_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, "unrendered_config": {}, "created_at": 1764622980.6123374, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "doc_blocks": [], "language": "sql", "refs": [{"name": "stg_linkedin_ads__ad_analytics_by_creative", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.linkedin.stg_linkedin_ads__ad_analytics_by_creative"]}, "compiled_path": "target/compiled/linkedin/models/staging/stg_linkedin.yml/not_null_stg_linkedin_ads__ad_analytics_by_creative_creative_id.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect creative_id\nfrom \"postgres\".\"public_linkedin_dev\".\"stg_linkedin_ads__ad_analytics_by_creative\"\nwhere creative_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "creative_id", "file_key_name": "models.stg_linkedin_ads__ad_analytics_by_creative", "attached_node": "model.linkedin.stg_linkedin_ads__ad_analytics_by_creative", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "creative_id", "model": "{{ get_where_subquery(ref('stg_linkedin_ads__ad_analytics_by_creative')) }}"}, "namespace": null}}, "test.linkedin.not_null_stg_linkedin_ads__ad_analytics_by_creative_date_day.cb81bc4766": {"database": "postgres", "schema": "public_dbt_test__audit", "name": "not_null_stg_linkedin_ads__ad_analytics_by_creative_date_day", "resource_type": "test", "package_name": "linkedin", "path": "not_null_stg_linkedin_ads__ad_analytics_by_creative_date_day.sql", "original_file_path": "models/staging/stg_linkedin.yml", "unique_id": "test.linkedin.not_null_stg_linkedin_ads__ad_analytics_by_creative_date_day.cb81bc4766", "fqn": ["linkedin", "staging", "not_null_stg_linkedin_ads__ad_analytics_by_creative_date_day"], "alias": "not_null_stg_linkedin_ads__ad_analytics_by_creative_date_day", "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, "unrendered_config": {}, "created_at": 1764622980.6148496, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "doc_blocks": [], "language": "sql", "refs": [{"name": "stg_linkedin_ads__ad_analytics_by_creative", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.linkedin.stg_linkedin_ads__ad_analytics_by_creative"]}, "compiled_path": "target/compiled/linkedin/models/staging/stg_linkedin.yml/not_null_stg_linkedin_ads__ad_analytics_by_creative_date_day.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect date_day\nfrom \"postgres\".\"public_linkedin_dev\".\"stg_linkedin_ads__ad_analytics_by_creative\"\nwhere date_day is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "date_day", "file_key_name": "models.stg_linkedin_ads__ad_analytics_by_creative", "attached_node": "model.linkedin.stg_linkedin_ads__ad_analytics_by_creative", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "date_day", "model": "{{ get_where_subquery(ref('stg_linkedin_ads__ad_analytics_by_creative')) }}"}, "namespace": null}}, "test.linkedin.not_null_stg_linkedin_ads__ad_analytics_by_campaign_campaign_id.d6ae242f1a": {"database": "postgres", "schema": "public_dbt_test__audit", "name": "not_null_stg_linkedin_ads__ad_analytics_by_campaign_campaign_id", "resource_type": "test", "package_name": "linkedin", "path": "not_null_stg_linkedin_ads__ad_analytics_by_campaign_campaign_id.sql", "original_file_path": "models/staging/stg_linkedin.yml", "unique_id": "test.linkedin.not_null_stg_linkedin_ads__ad_analytics_by_campaign_campaign_id.d6ae242f1a", "fqn": ["linkedin", "staging", "not_null_stg_linkedin_ads__ad_analytics_by_campaign_campaign_id"], "alias": "not_null_stg_linkedin_ads__ad_analytics_by_campaign_campaign_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, "unrendered_config": {}, "created_at": 1764622980.6172247, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "doc_blocks": [], "language": "sql", "refs": [{"name": "stg_linkedin_ads__ad_analytics_by_campaign", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.linkedin.stg_linkedin_ads__ad_analytics_by_campaign"]}, "compiled_path": "target/compiled/linkedin/models/staging/stg_linkedin.yml/not_null_stg_linkedin_ads__ad_analytics_by_campaign_campaign_id.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect campaign_id\nfrom \"postgres\".\"public_linkedin_dev\".\"stg_linkedin_ads__ad_analytics_by_campaign\"\nwhere campaign_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "campaign_id", "file_key_name": "models.stg_linkedin_ads__ad_analytics_by_campaign", "attached_node": "model.linkedin.stg_linkedin_ads__ad_analytics_by_campaign", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "campaign_id", "model": "{{ get_where_subquery(ref('stg_linkedin_ads__ad_analytics_by_campaign')) }}"}, "namespace": null}}, "test.linkedin.not_null_stg_linkedin_ads__ad_analytics_by_campaign_date_day.ef97bed766": {"database": "postgres", "schema": "public_dbt_test__audit", "name": "not_null_stg_linkedin_ads__ad_analytics_by_campaign_date_day", "resource_type": "test", "package_name": "linkedin", "path": "not_null_stg_linkedin_ads__ad_analytics_by_campaign_date_day.sql", "original_file_path": "models/staging/stg_linkedin.yml", "unique_id": "test.linkedin.not_null_stg_linkedin_ads__ad_analytics_by_campaign_date_day.ef97bed766", "fqn": ["linkedin", "staging", "not_null_stg_linkedin_ads__ad_analytics_by_campaign_date_day"], "alias": "not_null_stg_linkedin_ads__ad_analytics_by_campaign_date_day", "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, "unrendered_config": {}, "created_at": 1764622980.6196804, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "doc_blocks": [], "language": "sql", "refs": [{"name": "stg_linkedin_ads__ad_analytics_by_campaign", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.linkedin.stg_linkedin_ads__ad_analytics_by_campaign"]}, "compiled_path": "target/compiled/linkedin/models/staging/stg_linkedin.yml/not_null_stg_linkedin_ads__ad_analytics_by_campaign_date_day.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect date_day\nfrom \"postgres\".\"public_linkedin_dev\".\"stg_linkedin_ads__ad_analytics_by_campaign\"\nwhere date_day is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "date_day", "file_key_name": "models.stg_linkedin_ads__ad_analytics_by_campaign", "attached_node": "model.linkedin.stg_linkedin_ads__ad_analytics_by_campaign", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "date_day", "model": "{{ get_where_subquery(ref('stg_linkedin_ads__ad_analytics_by_campaign')) }}"}, "namespace": null}}, "test.linkedin.not_null_stg_linkedin_ads__creative_history_creative_id.4d51d55474": {"database": "postgres", "schema": "public_dbt_test__audit", "name": "not_null_stg_linkedin_ads__creative_history_creative_id", "resource_type": "test", "package_name": "linkedin", "path": "not_null_stg_linkedin_ads__creative_history_creative_id.sql", "original_file_path": "models/staging/stg_linkedin.yml", "unique_id": "test.linkedin.not_null_stg_linkedin_ads__creative_history_creative_id.4d51d55474", "fqn": ["linkedin", "staging", "not_null_stg_linkedin_ads__creative_history_creative_id"], "alias": "not_null_stg_linkedin_ads__creative_history_creative_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, "unrendered_config": {}, "created_at": 1764622980.6220617, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "doc_blocks": [], "language": "sql", "refs": [{"name": "stg_linkedin_ads__creative_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.linkedin.stg_linkedin_ads__creative_history"]}, "compiled_path": "target/compiled/linkedin/models/staging/stg_linkedin.yml/not_null_stg_linkedin_ads__creative_history_creative_id.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect creative_id\nfrom \"postgres\".\"public_linkedin_dev\".\"stg_linkedin_ads__creative_history\"\nwhere creative_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "creative_id", "file_key_name": "models.stg_linkedin_ads__creative_history", "attached_node": "model.linkedin.stg_linkedin_ads__creative_history", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "creative_id", "model": "{{ get_where_subquery(ref('stg_linkedin_ads__creative_history')) }}"}, "namespace": null}}, "test.linkedin.not_null_stg_linkedin_ads__campaign_history_campaign_id.b026971ca2": {"database": "postgres", "schema": "public_dbt_test__audit", "name": "not_null_stg_linkedin_ads__campaign_history_campaign_id", "resource_type": "test", "package_name": "linkedin", "path": "not_null_stg_linkedin_ads__campaign_history_campaign_id.sql", "original_file_path": "models/staging/stg_linkedin.yml", "unique_id": "test.linkedin.not_null_stg_linkedin_ads__campaign_history_campaign_id.b026971ca2", "fqn": ["linkedin", "staging", "not_null_stg_linkedin_ads__campaign_history_campaign_id"], "alias": "not_null_stg_linkedin_ads__campaign_history_campaign_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, "unrendered_config": {}, "created_at": 1764622980.624414, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "doc_blocks": [], "language": "sql", "refs": [{"name": "stg_linkedin_ads__campaign_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.linkedin.stg_linkedin_ads__campaign_history"]}, "compiled_path": "target/compiled/linkedin/models/staging/stg_linkedin.yml/not_null_stg_linkedin_ads__campaign_history_campaign_id.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect campaign_id\nfrom \"postgres\".\"public_linkedin_dev\".\"stg_linkedin_ads__campaign_history\"\nwhere campaign_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "campaign_id", "file_key_name": "models.stg_linkedin_ads__campaign_history", "attached_node": "model.linkedin.stg_linkedin_ads__campaign_history", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "campaign_id", "model": "{{ get_where_subquery(ref('stg_linkedin_ads__campaign_history')) }}"}, "namespace": null}}, "test.linkedin.not_null_stg_linkedin_ads__campaign_history_version_tag.64954cc469": {"database": "postgres", "schema": "public_dbt_test__audit", "name": "not_null_stg_linkedin_ads__campaign_history_version_tag", "resource_type": "test", "package_name": "linkedin", "path": "not_null_stg_linkedin_ads__campaign_history_version_tag.sql", "original_file_path": "models/staging/stg_linkedin.yml", "unique_id": "test.linkedin.not_null_stg_linkedin_ads__campaign_history_version_tag.64954cc469", "fqn": ["linkedin", "staging", "not_null_stg_linkedin_ads__campaign_history_version_tag"], "alias": "not_null_stg_linkedin_ads__campaign_history_version_tag", "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, "unrendered_config": {}, "created_at": 1764622980.627572, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "doc_blocks": [], "language": "sql", "refs": [{"name": "stg_linkedin_ads__campaign_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.linkedin.stg_linkedin_ads__campaign_history"]}, "compiled_path": "target/compiled/linkedin/models/staging/stg_linkedin.yml/not_null_stg_linkedin_ads__campaign_history_version_tag.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect version_tag\nfrom \"postgres\".\"public_linkedin_dev\".\"stg_linkedin_ads__campaign_history\"\nwhere version_tag is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "version_tag", "file_key_name": "models.stg_linkedin_ads__campaign_history", "attached_node": "model.linkedin.stg_linkedin_ads__campaign_history", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "version_tag", "model": "{{ get_where_subquery(ref('stg_linkedin_ads__campaign_history')) }}"}, "namespace": null}}, "test.linkedin.not_null_stg_linkedin_ads__campaign_group_history_campaign_group_id.3888f3777d": {"database": "postgres", "schema": "public_dbt_test__audit", "name": "not_null_stg_linkedin_ads__campaign_group_history_campaign_group_id", "resource_type": "test", "package_name": "linkedin", "path": "not_null_stg_linkedin_ads__cam_ff659fc451955e2142e65b7eefd44f9a.sql", "original_file_path": "models/staging/stg_linkedin.yml", "unique_id": "test.linkedin.not_null_stg_linkedin_ads__campaign_group_history_campaign_group_id.3888f3777d", "fqn": ["linkedin", "staging", "not_null_stg_linkedin_ads__campaign_group_history_campaign_group_id"], "alias": "not_null_stg_linkedin_ads__cam_ff659fc451955e2142e65b7eefd44f9a", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "not_null_stg_linkedin_ads__cam_ff659fc451955e2142e65b7eefd44f9a", "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, "unrendered_config": {"alias": "not_null_stg_linkedin_ads__cam_ff659fc451955e2142e65b7eefd44f9a"}, "created_at": 1764622980.6299744, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}{{ config(alias=\"not_null_stg_linkedin_ads__cam_ff659fc451955e2142e65b7eefd44f9a\") }}", "doc_blocks": [], "language": "sql", "refs": [{"name": "stg_linkedin_ads__campaign_group_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.linkedin.stg_linkedin_ads__campaign_group_history"]}, "compiled_path": "target/compiled/linkedin/models/staging/stg_linkedin.yml/not_null_stg_linkedin_ads__cam_ff659fc451955e2142e65b7eefd44f9a.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect campaign_group_id\nfrom \"postgres\".\"public_linkedin_dev\".\"stg_linkedin_ads__campaign_group_history\"\nwhere campaign_group_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "campaign_group_id", "file_key_name": "models.stg_linkedin_ads__campaign_group_history", "attached_node": "model.linkedin.stg_linkedin_ads__campaign_group_history", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "campaign_group_id", "model": "{{ get_where_subquery(ref('stg_linkedin_ads__campaign_group_history')) }}"}, "namespace": null}}, "test.linkedin.not_null_stg_linkedin_ads__campaign_group_history_last_modified_at.a716e2a7ea": {"database": "postgres", "schema": "public_dbt_test__audit", "name": "not_null_stg_linkedin_ads__campaign_group_history_last_modified_at", "resource_type": "test", "package_name": "linkedin", "path": "not_null_stg_linkedin_ads__cam_2e7858c2b570943ef2af34e42f5302bd.sql", "original_file_path": "models/staging/stg_linkedin.yml", "unique_id": "test.linkedin.not_null_stg_linkedin_ads__campaign_group_history_last_modified_at.a716e2a7ea", "fqn": ["linkedin", "staging", "not_null_stg_linkedin_ads__campaign_group_history_last_modified_at"], "alias": "not_null_stg_linkedin_ads__cam_2e7858c2b570943ef2af34e42f5302bd", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "not_null_stg_linkedin_ads__cam_2e7858c2b570943ef2af34e42f5302bd", "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, "unrendered_config": {"alias": "not_null_stg_linkedin_ads__cam_2e7858c2b570943ef2af34e42f5302bd"}, "created_at": 1764622980.632367, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}{{ config(alias=\"not_null_stg_linkedin_ads__cam_2e7858c2b570943ef2af34e42f5302bd\") }}", "doc_blocks": [], "language": "sql", "refs": [{"name": "stg_linkedin_ads__campaign_group_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.linkedin.stg_linkedin_ads__campaign_group_history"]}, "compiled_path": "target/compiled/linkedin/models/staging/stg_linkedin.yml/not_null_stg_linkedin_ads__cam_2e7858c2b570943ef2af34e42f5302bd.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect last_modified_at\nfrom \"postgres\".\"public_linkedin_dev\".\"stg_linkedin_ads__campaign_group_history\"\nwhere last_modified_at is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "last_modified_at", "file_key_name": "models.stg_linkedin_ads__campaign_group_history", "attached_node": "model.linkedin.stg_linkedin_ads__campaign_group_history", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "last_modified_at", "model": "{{ get_where_subquery(ref('stg_linkedin_ads__campaign_group_history')) }}"}, "namespace": null}}, "test.linkedin.not_null_stg_linkedin_ads__account_history_account_id.a9fa7f93c0": {"database": "postgres", "schema": "public_dbt_test__audit", "name": "not_null_stg_linkedin_ads__account_history_account_id", "resource_type": "test", "package_name": "linkedin", "path": "not_null_stg_linkedin_ads__account_history_account_id.sql", "original_file_path": "models/staging/stg_linkedin.yml", "unique_id": "test.linkedin.not_null_stg_linkedin_ads__account_history_account_id.a9fa7f93c0", "fqn": ["linkedin", "staging", "not_null_stg_linkedin_ads__account_history_account_id"], "alias": "not_null_stg_linkedin_ads__account_history_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, "unrendered_config": {}, "created_at": 1764622980.6347418, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "doc_blocks": [], "language": "sql", "refs": [{"name": "stg_linkedin_ads__account_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.linkedin.stg_linkedin_ads__account_history"]}, "compiled_path": "target/compiled/linkedin/models/staging/stg_linkedin.yml/not_null_stg_linkedin_ads__account_history_account_id.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect account_id\nfrom \"postgres\".\"public_linkedin_dev\".\"stg_linkedin_ads__account_history\"\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_linkedin_ads__account_history", "attached_node": "model.linkedin.stg_linkedin_ads__account_history", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "account_id", "model": "{{ get_where_subquery(ref('stg_linkedin_ads__account_history')) }}"}, "namespace": null}}, "test.linkedin.not_null_stg_linkedin_ads__account_history_version_tag.58c46c5d81": {"database": "postgres", "schema": "public_dbt_test__audit", "name": "not_null_stg_linkedin_ads__account_history_version_tag", "resource_type": "test", "package_name": "linkedin", "path": "not_null_stg_linkedin_ads__account_history_version_tag.sql", "original_file_path": "models/staging/stg_linkedin.yml", "unique_id": "test.linkedin.not_null_stg_linkedin_ads__account_history_version_tag.58c46c5d81", "fqn": ["linkedin", "staging", "not_null_stg_linkedin_ads__account_history_version_tag"], "alias": "not_null_stg_linkedin_ads__account_history_version_tag", "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, "unrendered_config": {}, "created_at": 1764622980.6372201, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "doc_blocks": [], "language": "sql", "refs": [{"name": "stg_linkedin_ads__account_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.linkedin.stg_linkedin_ads__account_history"]}, "compiled_path": "target/compiled/linkedin/models/staging/stg_linkedin.yml/not_null_stg_linkedin_ads__account_history_version_tag.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect version_tag\nfrom \"postgres\".\"public_linkedin_dev\".\"stg_linkedin_ads__account_history\"\nwhere version_tag is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "version_tag", "file_key_name": "models.stg_linkedin_ads__account_history", "attached_node": "model.linkedin.stg_linkedin_ads__account_history", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "version_tag", "model": "{{ get_where_subquery(ref('stg_linkedin_ads__account_history')) }}"}, "namespace": null}}, "test.linkedin.not_null_stg_linkedin_ads__geo_geo_id.a9fc61210c": {"database": "postgres", "schema": "public_dbt_test__audit", "name": "not_null_stg_linkedin_ads__geo_geo_id", "resource_type": "test", "package_name": "linkedin", "path": "not_null_stg_linkedin_ads__geo_geo_id.sql", "original_file_path": "models/staging/stg_linkedin.yml", "unique_id": "test.linkedin.not_null_stg_linkedin_ads__geo_geo_id.a9fc61210c", "fqn": ["linkedin", "staging", "not_null_stg_linkedin_ads__geo_geo_id"], "alias": "not_null_stg_linkedin_ads__geo_geo_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, "unrendered_config": {}, "created_at": 1764622980.6395984, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "doc_blocks": [], "language": "sql", "refs": [{"name": "stg_linkedin_ads__geo", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.linkedin.stg_linkedin_ads__geo"]}, "compiled_path": "target/compiled/linkedin/models/staging/stg_linkedin.yml/not_null_stg_linkedin_ads__geo_geo_id.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect geo_id\nfrom \"postgres\".\"public_linkedin_dev\".\"stg_linkedin_ads__geo\"\nwhere geo_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "geo_id", "file_key_name": "models.stg_linkedin_ads__geo", "attached_node": "model.linkedin.stg_linkedin_ads__geo", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "geo_id", "model": "{{ get_where_subquery(ref('stg_linkedin_ads__geo')) }}"}, "namespace": null}}, "test.linkedin.not_null_stg_linkedin_ads__monthly_ad_analytics_by_country_date_month.553fe89e70": {"database": "postgres", "schema": "public_dbt_test__audit", "name": "not_null_stg_linkedin_ads__monthly_ad_analytics_by_country_date_month", "resource_type": "test", "package_name": "linkedin", "path": "not_null_stg_linkedin_ads__mon_02cf32e2b626ecead73883f0f8c85f37.sql", "original_file_path": "models/staging/stg_linkedin.yml", "unique_id": "test.linkedin.not_null_stg_linkedin_ads__monthly_ad_analytics_by_country_date_month.553fe89e70", "fqn": ["linkedin", "staging", "not_null_stg_linkedin_ads__monthly_ad_analytics_by_country_date_month"], "alias": "not_null_stg_linkedin_ads__mon_02cf32e2b626ecead73883f0f8c85f37", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "not_null_stg_linkedin_ads__mon_02cf32e2b626ecead73883f0f8c85f37", "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, "unrendered_config": {"alias": "not_null_stg_linkedin_ads__mon_02cf32e2b626ecead73883f0f8c85f37"}, "created_at": 1764622980.6419592, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}{{ config(alias=\"not_null_stg_linkedin_ads__mon_02cf32e2b626ecead73883f0f8c85f37\") }}", "doc_blocks": [], "language": "sql", "refs": [{"name": "stg_linkedin_ads__monthly_ad_analytics_by_country", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.linkedin.stg_linkedin_ads__monthly_ad_analytics_by_country"]}, "compiled_path": "target/compiled/linkedin/models/staging/stg_linkedin.yml/not_null_stg_linkedin_ads__mon_02cf32e2b626ecead73883f0f8c85f37.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect date_month\nfrom \"postgres\".\"public_linkedin_dev\".\"stg_linkedin_ads__monthly_ad_analytics_by_country\"\nwhere date_month is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "date_month", "file_key_name": "models.stg_linkedin_ads__monthly_ad_analytics_by_country", "attached_node": "model.linkedin.stg_linkedin_ads__monthly_ad_analytics_by_country", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "date_month", "model": "{{ get_where_subquery(ref('stg_linkedin_ads__monthly_ad_analytics_by_country')) }}"}, "namespace": null}}, "test.linkedin.not_null_stg_linkedin_ads__monthly_ad_analytics_by_region_date_month.d065ed2b78": {"database": "postgres", "schema": "public_dbt_test__audit", "name": "not_null_stg_linkedin_ads__monthly_ad_analytics_by_region_date_month", "resource_type": "test", "package_name": "linkedin", "path": "not_null_stg_linkedin_ads__mon_57eb656cab457d14853c1e72854cab3d.sql", "original_file_path": "models/staging/stg_linkedin.yml", "unique_id": "test.linkedin.not_null_stg_linkedin_ads__monthly_ad_analytics_by_region_date_month.d065ed2b78", "fqn": ["linkedin", "staging", "not_null_stg_linkedin_ads__monthly_ad_analytics_by_region_date_month"], "alias": "not_null_stg_linkedin_ads__mon_57eb656cab457d14853c1e72854cab3d", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "not_null_stg_linkedin_ads__mon_57eb656cab457d14853c1e72854cab3d", "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, "unrendered_config": {"alias": "not_null_stg_linkedin_ads__mon_57eb656cab457d14853c1e72854cab3d"}, "created_at": 1764622980.6442785, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}{{ config(alias=\"not_null_stg_linkedin_ads__mon_57eb656cab457d14853c1e72854cab3d\") }}", "doc_blocks": [], "language": "sql", "refs": [{"name": "stg_linkedin_ads__monthly_ad_analytics_by_region", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.linkedin.stg_linkedin_ads__monthly_ad_analytics_by_region"]}, "compiled_path": "target/compiled/linkedin/models/staging/stg_linkedin.yml/not_null_stg_linkedin_ads__mon_57eb656cab457d14853c1e72854cab3d.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect date_month\nfrom \"postgres\".\"public_linkedin_dev\".\"stg_linkedin_ads__monthly_ad_analytics_by_region\"\nwhere date_month is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "date_month", "file_key_name": "models.stg_linkedin_ads__monthly_ad_analytics_by_region", "attached_node": "model.linkedin.stg_linkedin_ads__monthly_ad_analytics_by_region", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "date_month", "model": "{{ get_where_subquery(ref('stg_linkedin_ads__monthly_ad_analytics_by_region')) }}"}, "namespace": null}}}, "sources": {"source.linkedin.linkedin_ads.ad_analytics_by_creative": {"database": "postgres", "schema": "linkedin_integration_tests_5", "name": "ad_analytics_by_creative", "resource_type": "source", "package_name": "linkedin", "path": "models/staging/src_linkedin.yml", "original_file_path": "models/staging/src_linkedin.yml", "unique_id": "source.linkedin.linkedin_ads.ad_analytics_by_creative", "fqn": ["linkedin", "staging", "linkedin_ads", "ad_analytics_by_creative"], "source_name": "linkedin_ads", "source_description": "", "loader": "fivetran", "identifier": "linkedin_ad_analytics_by_creative_data", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "loaded_at_query": null, "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "Each record in this table represents the daily performance of ads at the creative level.", "columns": {"creative_id": {"name": "creative_id", "description": "The ID of the related creative.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "day": {"name": "day", "description": "The day of the activity.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "clicks": {"name": "clicks", "description": "The count of chargeable clicks.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "impressions": {"name": "impressions", "description": "This is the count of \"impressions\" for Direct Ads and Sponsored Updates and \"sends\" for InMails.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "cost_in_local_currency": {"name": "cost_in_local_currency", "description": "The cost of the ads in the local currency.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "cost_in_usd": {"name": "cost_in_usd", "description": "The cost of the ads in the USD.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "conversion_value_in_local_currency": {"name": "conversion_value_in_local_currency", "description": "The value generated by your conversions, displayed in your LinkedIn account's local currency.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "external_website_conversions": {"name": "external_website_conversions", "description": "The actions taken on your website that you've defined as valuable to your business after clicking on LinkedIn ads.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "one_click_leads": {"name": "one_click_leads", "description": "Leads submitted after clicking on LinkedIn ads.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true, "event_time": null, "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "loaded_at_field": "_fivetran_synced", "loaded_at_query": null, "meta": {}, "tags": []}, "patch_path": null, "unrendered_config": {"loaded_at_field": "_fivetran_synced", "enabled": true, "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "loaded_at_query": null, "meta": {}, "tags": []}, "relation_name": "\"postgres\".\"linkedin_integration_tests_5\".\"linkedin_ad_analytics_by_creative_data\"", "created_at": 1764622980.7867692, "unrendered_database": "{% if target.type != 'spark'%}{{ var('linkedin_ads_database', target.database) }}{% endif %}", "unrendered_schema": "{{ var('linkedin_ads_schema', 'linkedin_ads') }}", "doc_blocks": []}, "source.linkedin.linkedin_ads.creative_history": {"database": "postgres", "schema": "linkedin_integration_tests_5", "name": "creative_history", "resource_type": "source", "package_name": "linkedin", "path": "models/staging/src_linkedin.yml", "original_file_path": "models/staging/src_linkedin.yml", "unique_id": "source.linkedin.linkedin_ads.creative_history", "fqn": ["linkedin", "staging", "linkedin_ads", "creative_history"], "source_name": "linkedin_ads", "source_description": "", "loader": "fivetran", "identifier": "linkedin_creative_history_data", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "loaded_at_query": null, "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "Each record represents a 'version' of a creative.", "columns": {"id": {"name": "id", "description": "Unique internal ID representing the creative.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "last_modified_time": {"name": "last_modified_time", "description": "The timestamp of when the version was updated (Linkedin Ads pre-January 2023 API Update).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "last_modified_at": {"name": "last_modified_at", "description": "The timestamp of when the version was updated (Linkedin Ads post-January 2023 API Update).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "created_time": {"name": "created_time", "description": "The timestamp of when the creative was created (Linkedin Ads pre-January 2023 API Update).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "created_at": {"name": "created_at", "description": "The timestamp of when the creative was created (Linkedin Ads post-January 2023 API Update).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "campaign_id": {"name": "campaign_id", "description": "The ID of the campaign the creative belongs to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "click_uri": {"name": "click_uri", "description": "Deprecated url field. Please refer to the text_ad_landing_page and spotlight_landing_page fields for relevant landing page information.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "text_ad_landing_page": {"name": "text_ad_landing_page", "description": "The URL where the member should be redirected to, on clicking the text ad.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "spotlight_landing_page": {"name": "spotlight_landing_page", "description": "The URL where the member should be redirected to, on clicking the spotlight ad.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "intended_status": {"name": "intended_status", "description": "ACTIVE - Creative creation is complete and creative is available for review and serve.\nPAUSED - Creative creation is complete and creative is current, but should temporarily not be served. This status is not valid upon creation.\nDRAFT - Creative creation is incomplete and may still be edited.\nARCHIVED - Creative creation is complete, but creative should not be served and should be separated from non-archived creatives in any UI.\nCANCELED - Creative is permanently canceled.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true, "event_time": null, "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "loaded_at_field": "_fivetran_synced", "loaded_at_query": null, "meta": {}, "tags": []}, "patch_path": null, "unrendered_config": {"loaded_at_field": "_fivetran_synced", "enabled": true, "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "loaded_at_query": null, "meta": {}, "tags": []}, "relation_name": "\"postgres\".\"linkedin_integration_tests_5\".\"linkedin_creative_history_data\"", "created_at": 1764622980.7887337, "unrendered_database": "{% if target.type != 'spark'%}{{ var('linkedin_ads_database', target.database) }}{% endif %}", "unrendered_schema": "{{ var('linkedin_ads_schema', 'linkedin_ads') }}", "doc_blocks": []}, "source.linkedin.linkedin_ads.campaign_history": {"database": "postgres", "schema": "linkedin_integration_tests_5", "name": "campaign_history", "resource_type": "source", "package_name": "linkedin", "path": "models/staging/src_linkedin.yml", "original_file_path": "models/staging/src_linkedin.yml", "unique_id": "source.linkedin.linkedin_ads.campaign_history", "fqn": ["linkedin", "staging", "linkedin_ads", "campaign_history"], "source_name": "linkedin_ads", "source_description": "", "loader": "fivetran", "identifier": "linkedin_campaign_history_data", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "loaded_at_query": null, "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "Each record represents a 'version' of a campaign.", "columns": {"id": {"name": "id", "description": "Unique internal ID representing the campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "last_modified_time": {"name": "last_modified_time", "description": "The timestamp of when the version was updated.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "account_id": {"name": "account_id", "description": "The ID of the account the campaign belongs to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "campaign_group_id": {"name": "campaign_group_id", "description": "The ID of the campaign group the campaign belongs to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "created_time": {"name": "created_time", "description": "The timestamp of when the campaign was created.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "name": {"name": "name", "description": "A label for the campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "version_tag": {"name": "version_tag", "description": "An integer representation of the version of the campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "audience_expansion_enabled": {"name": "audience_expansion_enabled", "description": "Boolean (default=false) representing whether Audience Expansion is enabled for the campaign provides query expansion for certain targeting criteria.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "cost_type": {"name": "cost_type", "description": "CPM - Cost per thousand advertising impressions. If type=SPONSORED_INMAILS; cost per send(CPS) is measured as CPM x 1000.\nCPC- Cost per individual click on the associated link.\nCPV- Cost per view for video ads.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "creative_selection": {"name": "creative_selection", "description": "ROUND_ROBIN - Rotate through available creatives to serve them as evenly as possible.\nOPTIMIZED (default) - Bias selection taking into account such as expected performance. Not available for Message and Conversation Ads (type=SPONSORED_INMAILS).\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "daily_budget_amount": {"name": "daily_budget_amount", "description": "Maximum amount to spend per day UTC. The amount of money as a real number string.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "daily_budget_currency_code": {"name": "daily_budget_currency_code", "description": "ISO currency code. The currency must match that of the parent account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "format": {"name": "format", "description": "The ad format on the campaign level. See https://docs.microsoft.com/en-us/linkedin/marketing/integrations/ads/campaign-formats?view=li-lms-2022-07", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "locale_country": {"name": "locale_country", "description": "Locale of the campaign. An uppercase two-letter country code as defined by ISO-3166.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "locale_language": {"name": "locale_language", "description": "Locale of the campaign. A lowercase two-letter language code as defined by ISO-639.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "objective_type": {"name": "objective_type", "description": "Campaign Objective type values. Click [here](https://docs.microsoft.com/en-us/linkedin/marketing/integrations/ads-reporting/ad-budget-pricing-type-combinations?view=li-lms-2022-07) for Campaign Objective descriptions. One of: - BRAND_AWARENESS - ENGAGEMENT - JOB_APPLICANTS - LEAD_GENERATION - WEBSITE_CONVERSIONS - WEBSITE_VISITS - VIDEO_VIEWS\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "offsite_delivery_enabled": {"name": "offsite_delivery_enabled", "description": "Boolean indicating if this campaign to allowed to be served on the LinkedIn Audience Network to extend the reach of your campaign by delivering ads beyond the  LinkedIn feed to members on third-party apps and sites.\t(default will be \"True\" from June 30, 2022)\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "optimization_target_type": {"name": "optimization_target_type", "description": "Determines how this campaign is optimized for spending. If this is not set, there is no optimization. Refer to the documentation here. Default = 'NONE'.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "run_schedule_start": {"name": "run_schedule_start", "description": "Scheduled date range to run associated creatives. The start date must be non-null. Represents the inclusive (greater than or equal to) value in which to start the range.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "run_schedule_end": {"name": "run_schedule_end", "description": "Scheduled date range to run associated creatives. The start date must be non-null. Represents the exclusive (strictly less than) value in which to end the range, if provided.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "status": {"name": "status", "description": "ACTIVE - Denotes that the campaign is fully servable.\nPAUSED - Denotes that the campaign meets all requirements to be served, but temporarily should not be.\nARCHIVED - Denotes that the campaign is presently inactive, and should mostly be hidden in the UI until un-archived.\nCOMPLETED - Denotes that the campaign has reached a specified budgetary or chronological limit.\nCANCELED - Denotes that the campaign has been permanently canceled, such as when an advertising account is permanently closed.\nDRAFT - Denotes that the campaign is still being edited and not eligible for serving. Some validation will be postponed until the campaign is activated.\nPENDING_DELETION - Denotes that the campaign has been requested to be deleted that is currently pending.\nREMOVED - Denotes that the campaign was deleted, but must remain fetchable due to the existence of performance data.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "type": {"name": "type", "description": "TEXT_AD - Text-based ads that show up in the right column or top of the page on LinkedIn.\nSPONSORED_UPDATES - Native ads that promote a company's content updates in the LinkedIn feed.\nSPONSORED_INMAILS - Personalized messages with a call-to-action button delivered to a LinkedIn's member inbox.\nDYNAMIC - Ads that are dynamically personalized.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "unit_cost_amount": {"name": "unit_cost_amount", "description": "This value is used as one of the following: amount to bid (for manual bidding), amount which is the target cost (for target cost bidding) per click,  impression, or other event depending on the pricing model, or cost cap (for cost cap bidding). The amount of money as a real number string.  The amount should be non-negative if the bidding strategy is manual, target cost, or cost cap bidding. The default is 0 with the currency code set to match that of the associated account.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "unit_cost_currency_code": {"name": "unit_cost_currency_code", "description": "Amount to bid per click, impression, or other event depending on the pricing model. The default is 0 with the currency code set to match that of the associated account.  ISO currency code.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true, "event_time": null, "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "loaded_at_field": "_fivetran_synced", "loaded_at_query": null, "meta": {}, "tags": []}, "patch_path": null, "unrendered_config": {"loaded_at_field": "_fivetran_synced", "enabled": true, "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "loaded_at_query": null, "meta": {}, "tags": []}, "relation_name": "\"postgres\".\"linkedin_integration_tests_5\".\"linkedin_campaign_history_data\"", "created_at": 1764622980.7895658, "unrendered_database": "{% if target.type != 'spark'%}{{ var('linkedin_ads_database', target.database) }}{% endif %}", "unrendered_schema": "{{ var('linkedin_ads_schema', 'linkedin_ads') }}", "doc_blocks": []}, "source.linkedin.linkedin_ads.campaign_group_history": {"database": "postgres", "schema": "linkedin_integration_tests_5", "name": "campaign_group_history", "resource_type": "source", "package_name": "linkedin", "path": "models/staging/src_linkedin.yml", "original_file_path": "models/staging/src_linkedin.yml", "unique_id": "source.linkedin.linkedin_ads.campaign_group_history", "fqn": ["linkedin", "staging", "linkedin_ads", "campaign_group_history"], "source_name": "linkedin_ads", "source_description": "", "loader": "fivetran", "identifier": "linkedin_campaign_group_history_data", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "loaded_at_query": null, "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "Each record represents a 'version' of a campaign group.", "columns": {"id": {"name": "id", "description": "Unique internal ID representing the campaign group.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "last_modified_time": {"name": "last_modified_time", "description": "The timestamp of when the version was updated.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "account_id": {"name": "account_id", "description": "The ID of the account the campaign group belongs to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "created_time": {"name": "created_time", "description": "The timestamp of when the campaign group was created.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "name": {"name": "name", "description": "A label for the campaign group.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "backfilled": {"name": "backfilled", "description": "Flag that denotes whether the campaign group was created organically or to backfill existing campaigns. This is a read-only field set by the system. Default = false", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "run_schedule_start": {"name": "run_schedule_start", "description": "Represents the inclusive (greater than or equal to) date when to start running the associated campaigns under this campaign group. This field is required.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "run_schedule_end": {"name": "run_schedule_end", "description": "Represents the exclusive (strictly less than) date when to stop running the associated campaigns under this campaign group. If this field is unset, it indicates an open range with no end date.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "status": {"name": "status", "description": "Status of campaign group. Possible values are: ACTIVE - Denotes that the campaign group is capable of serving ads, subject to run date and budget limitations (as well as any other limitations at the account or campaign level). ARCHIVED - Denotes that the campaign group is presently inactive, and should mostly be hidden in the UI until un-archived. CANCELLED - Denotes that the campaign group has been permanently canceled and cannot be reactivated. Not a settable status. DRAFT - Denotes that the campaign group is in a preliminary state and should temporarily not be served. PAUSED - Denotes that the campaign group meets all requirements to be served, but temporarily should not be. PENDING_DELETION - Denotes that the campaign group has been requested to be deleted that is currently pending. REMOVED - Denoted that the campaign group was deleted, but must remain fetchable due to the existence of performance data.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true, "event_time": null, "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "loaded_at_field": "_fivetran_synced", "loaded_at_query": null, "meta": {}, "tags": []}, "patch_path": null, "unrendered_config": {"loaded_at_field": "_fivetran_synced", "enabled": true, "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "loaded_at_query": null, "meta": {}, "tags": []}, "relation_name": "\"postgres\".\"linkedin_integration_tests_5\".\"linkedin_campaign_group_history_data\"", "created_at": 1764622980.7901914, "unrendered_database": "{% if target.type != 'spark'%}{{ var('linkedin_ads_database', target.database) }}{% endif %}", "unrendered_schema": "{{ var('linkedin_ads_schema', 'linkedin_ads') }}", "doc_blocks": []}, "source.linkedin.linkedin_ads.account_history": {"database": "postgres", "schema": "linkedin_integration_tests_5", "name": "account_history", "resource_type": "source", "package_name": "linkedin", "path": "models/staging/src_linkedin.yml", "original_file_path": "models/staging/src_linkedin.yml", "unique_id": "source.linkedin.linkedin_ads.account_history", "fqn": ["linkedin", "staging", "linkedin_ads", "account_history"], "source_name": "linkedin_ads", "source_description": "", "loader": "fivetran", "identifier": "linkedin_account_history_data", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "loaded_at_query": null, "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "Each record represents a 'version' of an account.", "columns": {"id": {"name": "id", "description": "Unique internal ID representing the account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "last_modified_time": {"name": "last_modified_time", "description": "The timestamp of when the version was updated.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "created_time": {"name": "created_time", "description": "The timestamp of when the account was created.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "name": {"name": "name", "description": "A label for the account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "currency": {"name": "currency", "description": "The ISO 4217 currency code of the account, such as 'USD' for United States Dollar (default).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "version_tag": {"name": "version_tag", "description": "An integer representation of the version of the account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "notified_on_campaign_optimization": {"name": "notified_on_campaign_optimization", "description": "Boolean (default=false) indicating if the campaign contact is notified about campaign optimization opportunities", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "notified_on_creative_approval": {"name": "notified_on_creative_approval", "description": "Boolean (default=false) indicating if the creative contact is notified when a creative has been reviewed and approved", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "notified_on_creative_rejection": {"name": "notified_on_creative_rejection", "description": "Boolean (default=false) indicating if the creative contact is notified when a creative has been rejected due to content", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "notified_on_end_of_campaign": {"name": "notified_on_end_of_campaign", "description": "Boolean (default=false) indicating if the campaign contact is notified when an associated campaign has been completed", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "status": {"name": "status", "description": "ACTIVE - Account is active; this is the default state\nCANCELLED - Account has been permanently cancelled\nDRAFT - Account is in draft status, meaning it's not yet fully set up and it is not serving\nPENDING_DELETION - Denotes that the account has been requested to be deleted that is currently pending\nREMOVED - Denotes that the account was deleted, but must remain fetchable due to the existence of performance data.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "type": {"name": "type", "description": "BUSINESS - This is the only value allowed when creating accounts through the API.\nENTERPRISE - This value cannot be used to create accounts through the API and is reserved for accounts created by LinkedIn's internal ad operations systems.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true, "event_time": null, "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "loaded_at_field": "_fivetran_synced", "loaded_at_query": null, "meta": {}, "tags": []}, "patch_path": null, "unrendered_config": {"loaded_at_field": "_fivetran_synced", "enabled": true, "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "loaded_at_query": null, "meta": {}, "tags": []}, "relation_name": "\"postgres\".\"linkedin_integration_tests_5\".\"linkedin_account_history_data\"", "created_at": 1764622980.790826, "unrendered_database": "{% if target.type != 'spark'%}{{ var('linkedin_ads_database', target.database) }}{% endif %}", "unrendered_schema": "{{ var('linkedin_ads_schema', 'linkedin_ads') }}", "doc_blocks": []}, "source.linkedin.linkedin_ads.ad_analytics_by_campaign": {"database": "postgres", "schema": "linkedin_integration_tests_5", "name": "ad_analytics_by_campaign", "resource_type": "source", "package_name": "linkedin", "path": "models/staging/src_linkedin.yml", "original_file_path": "models/staging/src_linkedin.yml", "unique_id": "source.linkedin.linkedin_ads.ad_analytics_by_campaign", "fqn": ["linkedin", "staging", "linkedin_ads", "ad_analytics_by_campaign"], "source_name": "linkedin_ads", "source_description": "", "loader": "fivetran", "identifier": "linkedin_ad_analytics_by_campaign_data", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "loaded_at_query": null, "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "Each record in this table represents the daily performance of ads at the campaign level.", "columns": {"campaign_id": {"name": "campaign_id", "description": "The ID of the related campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "day": {"name": "day", "description": "The day of the activity.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "clicks": {"name": "clicks", "description": "The count of chargeable clicks.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "impressions": {"name": "impressions", "description": "This is the count of \"impressions\" for Direct Ads and Sponsored Updates and \"sends\" for InMails.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "cost_in_local_currency": {"name": "cost_in_local_currency", "description": "The cost of the ads in the local currency.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "cost_in_usd": {"name": "cost_in_usd", "description": "The cost of the ads in the USD.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "conversion_value_in_local_currency": {"name": "conversion_value_in_local_currency", "description": "The value generated by your conversions, displayed in your LinkedIn account's local currency.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "external_website_conversions": {"name": "external_website_conversions", "description": "The actions taken on your website that you've defined as valuable to your business after clicking on LinkedIn ads.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "one_click_leads": {"name": "one_click_leads", "description": "Leads submitted after clicking on LinkedIn ads.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true, "event_time": null, "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "loaded_at_field": "_fivetran_synced", "loaded_at_query": null, "meta": {}, "tags": []}, "patch_path": null, "unrendered_config": {"loaded_at_field": "_fivetran_synced", "enabled": true, "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "loaded_at_query": null, "meta": {}, "tags": []}, "relation_name": "\"postgres\".\"linkedin_integration_tests_5\".\"linkedin_ad_analytics_by_campaign_data\"", "created_at": 1764622980.7914186, "unrendered_database": "{% if target.type != 'spark'%}{{ var('linkedin_ads_database', target.database) }}{% endif %}", "unrendered_schema": "{{ var('linkedin_ads_schema', 'linkedin_ads') }}", "doc_blocks": []}, "source.linkedin.linkedin_ads.geo": {"database": "postgres", "schema": "linkedin_integration_tests_5", "name": "geo", "resource_type": "source", "package_name": "linkedin", "path": "models/staging/src_linkedin.yml", "original_file_path": "models/staging/src_linkedin.yml", "unique_id": "source.linkedin.linkedin_ads.geo", "fqn": ["linkedin", "staging", "linkedin_ads", "geo"], "source_name": "linkedin_ads", "source_description": "", "loader": "fivetran", "identifier": "linkedin_geo_data", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "loaded_at_query": null, "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "Contains geographic data for LinkedIn Ads, including IDs and names of locations.", "columns": {"id": {"name": "id", "description": "Unique identifier for the geographic entity, used for joins in reporting tables.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "value": {"name": "value", "description": "Name of the geographic entity.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true, "event_time": null, "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "loaded_at_field": "_fivetran_synced", "loaded_at_query": null, "meta": {}, "tags": []}, "patch_path": null, "unrendered_config": {"loaded_at_field": "_fivetran_synced", "enabled": true, "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "loaded_at_query": null, "meta": {}, "tags": []}, "relation_name": "\"postgres\".\"linkedin_integration_tests_5\".\"linkedin_geo_data\"", "created_at": 1764622980.792011, "unrendered_database": "{% if target.type != 'spark'%}{{ var('linkedin_ads_database', target.database) }}{% endif %}", "unrendered_schema": "{{ var('linkedin_ads_schema', 'linkedin_ads') }}", "doc_blocks": []}, "source.linkedin.linkedin_ads.monthly_ad_analytics_by_member_country": {"database": "postgres", "schema": "linkedin_integration_tests_5", "name": "monthly_ad_analytics_by_member_country", "resource_type": "source", "package_name": "linkedin", "path": "models/staging/src_linkedin.yml", "original_file_path": "models/staging/src_linkedin.yml", "unique_id": "source.linkedin.linkedin_ads.monthly_ad_analytics_by_member_country", "fqn": ["linkedin", "staging", "linkedin_ads", "monthly_ad_analytics_by_member_country"], "source_name": "linkedin_ads", "source_description": "", "loader": "fivetran", "identifier": "linkedin_monthly_ad_analytics_by_member_country_data", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "loaded_at_query": null, "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "Monthly LinkedIn Ads performance metrics aggregated by member country and campaign.", "columns": {"campaign_id": {"name": "campaign_id", "description": "Identifier of the LinkedIn Ads campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "month": {"name": "month", "description": "Month of the reporting data, aliased as `date_month`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "clicks": {"name": "clicks", "description": "The count of chargeable clicks.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "member_country": {"name": "member_country", "description": "ID representing the country of the LinkedIn members who interacted with the ad.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "impressions": {"name": "impressions", "description": "This is the count of \"impressions\" for Direct Ads and Sponsored Updates and \"sends\" for InMails.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "conversion_value_in_local_currency": {"name": "conversion_value_in_local_currency", "description": "The value generated by your conversions, displayed in your LinkedIn account's local currency.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "cost_in_local_currency": {"name": "cost_in_local_currency", "description": "The cost of the ads in the local currency.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "cost_in_usd": {"name": "cost_in_usd", "description": "The cost of the ads in the USD.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "external_website_conversions": {"name": "external_website_conversions", "description": "The actions taken on your website that you've defined as valuable to your business after clicking on LinkedIn ads.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "one_click_leads": {"name": "one_click_leads", "description": "Leads submitted after clicking on LinkedIn ads.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true, "event_time": null, "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "loaded_at_field": "_fivetran_synced", "loaded_at_query": null, "meta": {}, "tags": []}, "patch_path": null, "unrendered_config": {"loaded_at_field": "_fivetran_synced", "enabled": true, "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "loaded_at_query": null, "meta": {}, "tags": []}, "relation_name": "\"postgres\".\"linkedin_integration_tests_5\".\"linkedin_monthly_ad_analytics_by_member_country_data\"", "created_at": 1764622980.7926292, "unrendered_database": "{% if target.type != 'spark'%}{{ var('linkedin_ads_database', target.database) }}{% endif %}", "unrendered_schema": "{{ var('linkedin_ads_schema', 'linkedin_ads') }}", "doc_blocks": []}, "source.linkedin.linkedin_ads.monthly_ad_analytics_by_member_region": {"database": "postgres", "schema": "linkedin_integration_tests_5", "name": "monthly_ad_analytics_by_member_region", "resource_type": "source", "package_name": "linkedin", "path": "models/staging/src_linkedin.yml", "original_file_path": "models/staging/src_linkedin.yml", "unique_id": "source.linkedin.linkedin_ads.monthly_ad_analytics_by_member_region", "fqn": ["linkedin", "staging", "linkedin_ads", "monthly_ad_analytics_by_member_region"], "source_name": "linkedin_ads", "source_description": "", "loader": "fivetran", "identifier": "linkedin_monthly_ad_analytics_by_member_region_data", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "loaded_at_query": null, "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "Monthly LinkedIn Ads performance metrics aggregated by member region and campaign.", "columns": {"campaign_id": {"name": "campaign_id", "description": "Identifier of the LinkedIn Ads campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "month": {"name": "month", "description": "Month of the reporting data, aliased as `date_month`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "clicks": {"name": "clicks", "description": "The count of chargeable clicks.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "member_region": {"name": "member_region", "description": "ID representing the region of the LinkedIn members who interacted with the ad.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "impressions": {"name": "impressions", "description": "This is the count of \"impressions\" for Direct Ads and Sponsored Updates and \"sends\" for InMails.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "conversion_value_in_local_currency": {"name": "conversion_value_in_local_currency", "description": "The value generated by your conversions, displayed in your LinkedIn account's local currency.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "cost_in_local_currency": {"name": "cost_in_local_currency", "description": "The cost of the ads in the local currency.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "cost_in_usd": {"name": "cost_in_usd", "description": "The cost of the ads in the USD.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "external_website_conversions": {"name": "external_website_conversions", "description": "The actions taken on your website that you've defined as valuable to your business after clicking on LinkedIn ads.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "one_click_leads": {"name": "one_click_leads", "description": "Leads submitted after clicking on LinkedIn ads.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true, "event_time": null, "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "loaded_at_field": "_fivetran_synced", "loaded_at_query": null, "meta": {}, "tags": []}, "patch_path": null, "unrendered_config": {"loaded_at_field": "_fivetran_synced", "enabled": true, "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "loaded_at_query": null, "meta": {}, "tags": []}, "relation_name": "\"postgres\".\"linkedin_integration_tests_5\".\"linkedin_monthly_ad_analytics_by_member_region_data\"", "created_at": 1764622980.7932673, "unrendered_database": "{% if target.type != 'spark'%}{{ var('linkedin_ads_database', target.database) }}{% endif %}", "unrendered_schema": "{{ var('linkedin_ads_schema', 'linkedin_ads') }}", "doc_blocks": []}}, "macros": {"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": 1764622977.923637, "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": 1764622977.9243655, "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": 1764622977.928807, "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": 1764622977.9299405, "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": 1764622977.9306066, "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": 1764622977.9312444, "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": 1764622977.9322078, "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": 1764622977.933081, "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": 1764622977.9334383, "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": 1764622977.9341402, "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": 1764622977.9349198, "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": 1764622977.936567, "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": 1764622977.9369538, "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": 1764622977.9375882, "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": 1764622977.9381146, "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": 1764622977.9389544, "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  {% if relation.type == 'materialized_view' -%}\n    {% set relation_type = \"materialized view\" %}\n  {%- else -%}\n    {%- set relation_type = relation.type -%}\n  {%- endif -%}\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": 1764622977.9397154, "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": 1764622977.9408896, "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": 1764622977.9412854, "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": 1764622977.9415383, "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": 1764622977.941874, "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": 1764622977.9421597, "supported_languages": null}, "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": 1764622977.9425862, "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": 1764622977.9431117, "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": 1764622977.9433465, "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": 1764622977.9437315, "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": 1764622977.9439552, "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    select distinct\n        dependent_namespace.nspname as dependent_schema,\n        dependent_class.relname as dependent_name,\n        referenced_namespace.nspname as referenced_schema,\n        referenced_class.relname as referenced_name\n\n    -- Query for views: views are entries in pg_class with an entry in pg_rewrite, but we avoid\n    -- a seq scan on pg_rewrite by leveraging the fact there is an \"internal\" row in pg_depend for\n    -- the view...\n    from pg_class as dependent_class\n    join pg_namespace as dependent_namespace on dependent_namespace.oid = dependent_class.relnamespace\n    join pg_depend as dependent_depend on dependent_depend.refobjid = dependent_class.oid\n        and dependent_depend.classid = 'pg_rewrite'::regclass\n        and dependent_depend.refclassid = 'pg_class'::regclass\n        and dependent_depend.deptype = 'i'\n\n    -- ... and via pg_depend (that has a row per column, hence the need for \"distinct\" above, and\n    -- making sure to exclude the internal row to avoid a view appearing to depend on itself)...\n    join pg_depend as joining_depend on joining_depend.objid = dependent_depend.objid\n        and joining_depend.classid = 'pg_rewrite'::regclass\n        and joining_depend.refclassid = 'pg_class'::regclass\n        and joining_depend.refobjid != dependent_depend.refobjid\n\n    -- ... we can find the tables they query from in pg_class, but excluding system tables. Note we\n    -- don't need need to exclude _dependent_ system tables, because they only query from other\n    -- system tables, and so are automatically excluded by excluding _referenced_ system tables\n    join pg_class as referenced_class on referenced_class.oid = joining_depend.refobjid\n    join pg_namespace as referenced_namespace on referenced_namespace.oid = referenced_class.relnamespace\n        and referenced_namespace.nspname != 'information_schema'\n        and referenced_namespace.nspname not like 'pg\\_%'\n\n    order by\n        dependent_schema, dependent_name, referenced_schema, referenced_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": 1764622977.9449146, "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": 1764622977.9451725, "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    {%- set columns = config.get(\"snapshot_table_column_names\") or get_snapshot_table_column_names() -%}\n\n    update {{ target }}\n    set {{ columns.dbt_valid_to }} = DBT_INTERNAL_SOURCE.{{ columns.dbt_valid_to }}\n    from {{ source }} as DBT_INTERNAL_SOURCE\n    where DBT_INTERNAL_SOURCE.{{ columns.dbt_scd_id }}::text = {{ target }}.{{ columns.dbt_scd_id }}::text\n      and DBT_INTERNAL_SOURCE.dbt_change_type::text in ('update'::text, 'delete'::text)\n      {% if config.get(\"dbt_valid_to_current\") %}\n        and ({{ target }}.{{ columns.dbt_valid_to }} = {{ config.get('dbt_valid_to_current') }} or {{ target }}.{{ columns.dbt_valid_to }} is null);\n      {% else %}\n        and {{ target }}.{{ columns.dbt_valid_to }} is null;\n      {% endif %}\n\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": ["macro.dbt.get_snapshot_table_column_names"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1764622977.9473894, "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": 1764622977.9482543, "supported_languages": null}, "macro.dbt_postgres.postgres__get_incremental_microbatch_sql": {"name": "postgres__get_incremental_microbatch_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_microbatch_sql", "macro_sql": "{% macro postgres__get_incremental_microbatch_sql(arg_dict) %}\n\n  {% if arg_dict[\"unique_key\"] %}\n    {% do return(adapter.dispatch('get_incremental_merge_sql', 'dbt')(arg_dict)) %}\n  {% else %}\n    {{ exceptions.raise_compiler_error(\"dbt-postgres 'microbatch' requires a `unique_key` config\") }}\n  {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_incremental_merge_sql", "macro.dbt.default__get_incremental_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1764622977.9489193, "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": 1764622977.9498749, "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": 1764622977.950685, "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": 1764622977.9546952, "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": 1764622977.95514, "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": 1764622977.9561658, "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": 1764622977.9564636, "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) -}}{{ ';' if not loop.last else \"\" }}\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": 1764622977.9573085, "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": 1764622977.95768, "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": 1764622977.9582498, "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": 1764622977.95932, "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\t{{ ';' if not loop.last else \"\" }}\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": 1764622977.9605286, "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.model) %}\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": 1764622977.961112, "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": 1764622977.9614036, "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": 1764622977.9617143, "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": 1764622977.9627578, "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": 1764622977.9631085, "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": 1764622977.9633827, "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": 1764622977.9646223, "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": 1764622977.9649754, "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": 1764622977.965252, "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": 1764622977.966609, "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": 1764622977.9669163, "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\n        {#\n            We want to get the string of the returned relation by calling .render() in order to skip sample/empty\n            mode rendering logic. However, people override the default ref macro, and often return a string instead\n            of a relation (like the ref macro does by default). Thus, to make sure we dont blow things up, we have\n            to ensure the resolved relation has a .render() method.\n        #}\n        {%- if resolved.render is defined and resolved.render is callable -%}\n            {%- set resolved = resolved.render() -%}\n        {%- endif -%}\n\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": 1764622977.9688003, "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": 1764622977.9696078, "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": 1764622977.9707541, "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": 1764622977.9716704, "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": 1764622977.9718232, "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": 1764622977.973599, "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": 1764622977.973983, "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": 1764622977.9742694, "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": 1764622977.9745693, "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": 1764622977.9748518, "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": 1764622977.9754145, "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": 1764622977.9760287, "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": 1764622977.9766707, "supported_languages": null}, "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  {% do create_indexes(intermediate_relation) %}\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  {{ 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": 1764622977.9807909, "supported_languages": ["sql"]}, "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": 1764622977.9848862, "supported_languages": ["sql"]}, "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": 1764622977.9879012, "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": 1764622977.988679, "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": 1764622977.9891734, "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.render() ~ \"`\") }}\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.render() ~ \"`\") }}\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": 1764622977.9918761, "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": 1764622977.992339, "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": 1764622977.9938211, "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": 1764622977.995665, "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": 1764622977.9977872, "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 source_unique_key = (\"DBT_INTERNAL_SOURCE.\" ~ unique_key) | trim %}\n\t    {% set target_unique_key = (\"DBT_INTERNAL_DEST.\" ~ unique_key) | trim %}\n\t    {% set unique_key_match = equals(source_unique_key, target_unique_key) | trim %}\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", "macro.dbt.equals"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1764622978.0012462, "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": 1764622978.0017817, "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 string %}\n        {% set unique_key = [unique_key] %}\n        {% endif %}\n\n        {%- set unique_key_str = unique_key|join(', ') -%}\n\n        delete from {{ target }} as DBT_INTERNAL_DEST\n        where ({{ unique_key_str }}) in (\n            select distinct {{ unique_key_str }}\n            from {{ source }} as DBT_INTERNAL_SOURCE\n        )\n        {%- if incremental_predicates %}\n            {% for predicate in incremental_predicates %}\n                and {{ predicate }}\n            {% endfor %}\n        {%- endif -%};\n\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": 1764622978.003224, "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": 1764622978.0037658, "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": 1764622978.0050385, "supported_languages": null}, "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": 1764622978.006585, "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": 1764622978.0076897, "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": 1764622978.009004, "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": 1764622978.0094643, "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": 1764622978.0109327, "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": 1764622978.0121505, "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": 1764622978.0126321, "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": 1764622978.012997, "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": 1764622978.0136, "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": 1764622978.0140939, "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": 1764622978.0146937, "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": 1764622978.0150588, "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": 1764622978.0155957, "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": 1764622978.0159624, "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": 1764622978.0162616, "supported_languages": null}, "macro.dbt.get_incremental_microbatch_sql": {"name": "get_incremental_microbatch_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_microbatch_sql", "macro_sql": "{% macro get_incremental_microbatch_sql(arg_dict) %}\n\n  {{ return(adapter.dispatch('get_incremental_microbatch_sql', 'dbt')(arg_dict)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_incremental_microbatch_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1764622978.0166404, "supported_languages": null}, "macro.dbt.default__get_incremental_microbatch_sql": {"name": "default__get_incremental_microbatch_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_microbatch_sql", "macro_sql": "{% macro default__get_incremental_microbatch_sql(arg_dict) %}\n\n  {{ exceptions.raise_not_implemented('microbatch materialization strategy 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": 1764622978.0169587, "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": 1764622978.0175176, "supported_languages": null}, "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": 1764622978.0197763, "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": 1764622978.0221856, "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": 1764622978.0248106, "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": 1764622978.0264652, "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  {% set incremental_strategy = config.get('incremental_strategy') or 'default' %}\n  {% set strategy_sql_macro_func = adapter.get_incremental_strategy_macro(context, incremental_strategy) %}\n\n  {% if existing_relation is none %}\n      {% set build_sql = get_create_table_as_sql(False, target_relation, sql) %}\n      {% set relation_for_indexes = target_relation %}\n  {% elif full_refresh_mode %}\n      {% set build_sql = get_create_table_as_sql(False, intermediate_relation, sql) %}\n      {% set relation_for_indexes = intermediate_relation %}\n      {% set need_swap = true %}\n  {% else %}\n    {% do run_query(get_create_table_as_sql(True, temp_relation, sql)) %}\n    {% set relation_for_indexes = temp_relation %}\n    {% set contract_config = config.get('contract') %}\n    {% if not contract_config or not contract_config.enforced %}\n      {% do adapter.expand_target_column_types(\n               from_relation=temp_relation,\n               to_relation=target_relation) %}\n    {% endif %}\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_predicates = config.get('predicates', none) or config.get('incremental_predicates', none) %}\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 existing_relation is none or existing_relation.is_view or should_full_refresh() %}\n    {% do create_indexes(relation_for_indexes) %}\n  {% endif %}\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  {{ 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.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": 1764622978.034835, "supported_languages": ["sql"]}, "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": 1764622978.035451, "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.render() }} clone {{ defer_relation.render() }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1764622978.0358188, "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.render() ~ \" 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      {% if target_relation.database == defer_relation.database and\n            target_relation.schema == defer_relation.schema and\n            target_relation.identifier == defer_relation.identifier %}\n        {{ log(\"Target relation and defer relation are the same, skipping clone for relation: \" ~ target_relation.render()) }}\n      {% else %}\n        {% call statement('main') %}\n            {{ create_or_replace_clone(target_relation, defer_relation) }}\n        {% endcall %}\n      {% endif %}\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": 1764622978.0407069, "supported_languages": ["sql"]}, "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": 1764622978.0412126, "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": 1764622978.041454, "supported_languages": null}, "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": 1764622978.043227, "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": 1764622978.0450382, "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": 1764622978.0455165, "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.render() %}\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": 1764622978.046512, "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": 1764622978.0468936, "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": 1764622978.0471642, "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": 1764622978.0474458, "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": 1764622978.047704, "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": 1764622978.0480225, "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": 1764622978.0482552, "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": 1764622978.0492067, "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": 1764622978.049696, "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": 1764622978.0521092, "supported_languages": null}, "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.render())) }}\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": 1764622978.0570645, "supported_languages": ["sql"]}, "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\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  {# The model['config'] parameter below is no longer used, but passing anyway for compatibility #}\n  {# It was a dictionary of config, instead of the config object from the context #}\n  {% set strategy = strategy_macro(model, \"snapshotted_data\", \"source_data\", model['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 build_or_select_sql = build_sql %}\n      {% set final_sql = create_table_as(False, target_relation, build_sql) %}\n\n  {% else %}\n\n      {% set columns = config.get(\"snapshot_table_column_names\") or get_snapshot_table_column_names() %}\n\n      {{ adapter.assert_valid_snapshot_target_given_strategy(target_relation, columns, strategy) }}\n\n      {% set build_or_select_sql = snapshot_staging_table(strategy, sql, target_relation) %}\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 remove_columns = ['dbt_change_type', 'DBT_CHANGE_TYPE', 'dbt_unique_key', 'DBT_UNIQUE_KEY'] %}\n      {% if unique_key | is_list %}\n          {% for key in strategy.unique_key %}\n              {{ remove_columns.append('dbt_unique_key_' + loop.index|string) }}\n              {{ remove_columns.append('DBT_UNIQUE_KEY_' + loop.index|string) }}\n          {% endfor %}\n      {% endif %}\n\n      {% set missing_columns = adapter.get_missing_columns(staging_table, target_relation)\n                                   | rejectattr('name', 'in', remove_columns)\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', 'in', remove_columns)\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\n  {{ check_time_data_types(build_or_select_sql) }}\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.get_snapshot_table_column_names", "macro.dbt.snapshot_staging_table", "macro.dbt.build_snapshot_staging_table", "macro.dbt.create_columns", "macro.dbt.snapshot_merge_sql", "macro.dbt.check_time_data_types", "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": 1764622978.0649626, "supported_languages": ["sql"]}, "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": 1764622978.0690265, "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.render() }} add column {{ adapter.quote(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": 1764622978.069703, "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": 1764622978.070048, "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": 1764622978.0702379, "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": 1764622978.0705495, "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": 1764622978.070792, "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": 1764622978.0711985, "supported_languages": null}, "macro.dbt.get_snapshot_table_column_names": {"name": "get_snapshot_table_column_names", "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_snapshot_table_column_names", "macro_sql": "{% macro get_snapshot_table_column_names() %}\n    {{ return({'dbt_valid_to': 'dbt_valid_to', 'dbt_valid_from': 'dbt_valid_from', 'dbt_scd_id': 'dbt_scd_id', 'dbt_updated_at': 'dbt_updated_at', 'dbt_is_deleted': 'dbt_is_deleted'}) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1764622978.0717077, "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    {% set columns = config.get('snapshot_table_column_names') or get_snapshot_table_column_names() %}\n    {% if strategy.hard_deletes == 'new_record' %}\n        {% set new_scd_id = snapshot_hash_arguments([columns.dbt_scd_id, snapshot_get_time()]) %}\n    {% endif %}\n    with snapshot_query as (\n\n        {{ source_sql }}\n\n    ),\n\n    snapshotted_data as (\n\n        select *, {{ unique_key_fields(strategy.unique_key) }}\n        from {{ target_relation }}\n        where\n            {% if config.get('dbt_valid_to_current') %}\n\t\t{% set source_unique_key = columns.dbt_valid_to | trim %}\n\t\t{% set target_unique_key = config.get('dbt_valid_to_current') | trim %}\n\n\t\t{# The exact equals semantics between NULL values depends on the current behavior flag set. Also, update records if the source field is null #}\n                ( {{ equals(source_unique_key, target_unique_key) }} or {{ source_unique_key }} is null )\n            {% else %}\n                {{ columns.dbt_valid_to }} is null\n            {% endif %}\n\n    ),\n\n    insertions_source_data as (\n\n        select *, {{ unique_key_fields(strategy.unique_key) }},\n            {{ strategy.updated_at }} as {{ columns.dbt_updated_at }},\n            {{ strategy.updated_at }} as {{ columns.dbt_valid_from }},\n            {{ get_dbt_valid_to_current(strategy, columns) }},\n            {{ strategy.scd_id }} as {{ columns.dbt_scd_id }}\n\n        from snapshot_query\n    ),\n\n    updates_source_data as (\n\n        select *, {{ unique_key_fields(strategy.unique_key) }},\n            {{ strategy.updated_at }} as {{ columns.dbt_updated_at }},\n            {{ strategy.updated_at }} as {{ columns.dbt_valid_from }},\n            {{ strategy.updated_at }} as {{ columns.dbt_valid_to }}\n\n        from snapshot_query\n    ),\n\n    {%- if strategy.hard_deletes == 'invalidate' or strategy.hard_deletes == 'new_record' %}\n\n    deletes_source_data as (\n\n        select *, {{ unique_key_fields(strategy.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          {%- if strategy.hard_deletes == 'new_record' -%}\n            ,'False' as {{ columns.dbt_is_deleted }}\n          {%- endif %}\n\n        from insertions_source_data as source_data\n        left outer join snapshotted_data\n            on {{ unique_key_join_on(strategy.unique_key, \"snapshotted_data\", \"source_data\") }}\n            where {{ unique_key_is_null(strategy.unique_key, \"snapshotted_data\") }}\n            or ({{ unique_key_is_not_null(strategy.unique_key, \"snapshotted_data\") }} and (\n               {{ strategy.row_changed }} {%- if strategy.hard_deletes == 'new_record' -%} or snapshotted_data.{{ columns.dbt_is_deleted }} = 'True' {% endif %}\n            )\n\n        )\n\n    ),\n\n    updates as (\n\n        select\n            'update' as dbt_change_type,\n            source_data.*,\n            snapshotted_data.{{ columns.dbt_scd_id }}\n          {%- if strategy.hard_deletes == 'new_record' -%}\n            , snapshotted_data.{{ columns.dbt_is_deleted }}\n          {%- endif %}\n\n        from updates_source_data as source_data\n        join snapshotted_data\n            on {{ unique_key_join_on(strategy.unique_key, \"snapshotted_data\", \"source_data\") }}\n        where (\n            {{ strategy.row_changed }}  {%- if strategy.hard_deletes == 'new_record' -%} or snapshotted_data.{{ columns.dbt_is_deleted }} = 'True' {% endif %}\n        )\n    )\n\n    {%- if strategy.hard_deletes == 'invalidate' or strategy.hard_deletes == 'new_record' %}\n    ,\n    deletes as (\n\n        select\n            'delete' as dbt_change_type,\n            source_data.*,\n            {{ snapshot_get_time() }} as {{ columns.dbt_valid_from }},\n            {{ snapshot_get_time() }} as {{ columns.dbt_updated_at }},\n            {{ snapshot_get_time() }} as {{ columns.dbt_valid_to }},\n            snapshotted_data.{{ columns.dbt_scd_id }}\n          {%- if strategy.hard_deletes == 'new_record' -%}\n            , snapshotted_data.{{ columns.dbt_is_deleted }}\n          {%- endif %}\n        from snapshotted_data\n        left join deletes_source_data as source_data\n            on {{ unique_key_join_on(strategy.unique_key, \"snapshotted_data\", \"source_data\") }}\n            where {{ unique_key_is_null(strategy.unique_key, \"source_data\") }}\n\n            {%- if strategy.hard_deletes == 'new_record' %}\n            and not (\n                --avoid updating the record's valid_to if the latest entry is marked as deleted\n                snapshotted_data.{{ columns.dbt_is_deleted }} = 'True'\n                and\n                {% if config.get('dbt_valid_to_current') -%}\n                    snapshotted_data.{{ columns.dbt_valid_to }} = {{ config.get('dbt_valid_to_current') }}\n                {%- else -%}\n                    snapshotted_data.{{ columns.dbt_valid_to }} is null\n                {%- endif %}\n            )\n            {%- endif %}\n    )\n    {%- endif %}\n\n    {%- if strategy.hard_deletes == 'new_record' %}\n        {% set snapshotted_cols = get_list_of_column_names(get_columns_in_relation(target_relation)) %}\n        {% set source_sql_cols = get_column_schema_from_query(source_sql) %}\n    ,\n    deletion_records as (\n\n        select\n            'insert' as dbt_change_type,\n            {#/*\n                If a column has been added to the source it won't yet exist in the\n                snapshotted table so we insert a null value as a placeholder for the column.\n             */#}\n            {%- for col in source_sql_cols -%}\n            {%- if col.name in snapshotted_cols -%}\n            snapshotted_data.{{ adapter.quote(col.column) }},\n            {%- else -%}\n            NULL as {{ adapter.quote(col.column) }},\n            {%- endif -%}\n            {% endfor -%}\n            {%- if strategy.unique_key | is_list -%}\n                {%- for key in strategy.unique_key -%}\n            snapshotted_data.{{ key }} as dbt_unique_key_{{ loop.index }},\n                {% endfor -%}\n            {%- else -%}\n            snapshotted_data.dbt_unique_key as dbt_unique_key,\n            {% endif -%}\n            {{ snapshot_get_time() }} as {{ columns.dbt_valid_from }},\n            {{ snapshot_get_time() }} as {{ columns.dbt_updated_at }},\n            snapshotted_data.{{ columns.dbt_valid_to }} as {{ columns.dbt_valid_to }},\n            {{ new_scd_id }} as {{ columns.dbt_scd_id }},\n            'True' as {{ columns.dbt_is_deleted }}\n        from snapshotted_data\n        left join deletes_source_data as source_data\n            on {{ unique_key_join_on(strategy.unique_key, \"snapshotted_data\", \"source_data\") }}\n        where {{ unique_key_is_null(strategy.unique_key, \"source_data\") }}\n        and not (\n            --avoid inserting a new record if the latest one is marked as deleted\n            snapshotted_data.{{ columns.dbt_is_deleted }} = 'True'\n            and\n            {% if config.get('dbt_valid_to_current') -%}\n                snapshotted_data.{{ columns.dbt_valid_to }} = {{ config.get('dbt_valid_to_current') }}\n            {%- else -%}\n                snapshotted_data.{{ columns.dbt_valid_to }} is null\n            {%- endif %}\n            )\n\n    )\n    {%- endif %}\n\n    select * from insertions\n    union all\n    select * from updates\n    {%- if strategy.hard_deletes == 'invalidate' or strategy.hard_deletes == 'new_record' %}\n    union all\n    select * from deletes\n    {%- endif %}\n    {%- if strategy.hard_deletes == 'new_record' %}\n    union all\n    select * from deletion_records\n    {%- endif %}\n\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.get_snapshot_table_column_names", "macro.dbt.snapshot_hash_arguments", "macro.dbt.snapshot_get_time", "macro.dbt.unique_key_fields", "macro.dbt.equals", "macro.dbt.get_dbt_valid_to_current", "macro.dbt.unique_key_join_on", "macro.dbt.unique_key_is_null", "macro.dbt.unique_key_is_not_null", "macro.dbt.get_list_of_column_names", "macro.dbt.get_columns_in_relation", "macro.dbt.get_column_schema_from_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1764622978.0805993, "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": 1764622978.081028, "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    {% set columns = config.get('snapshot_table_column_names') or get_snapshot_table_column_names() %}\n\n    select *,\n        {{ strategy.scd_id }} as {{ columns.dbt_scd_id }},\n        {{ strategy.updated_at }} as {{ columns.dbt_updated_at }},\n        {{ strategy.updated_at }} as {{ columns.dbt_valid_from }},\n        {{ get_dbt_valid_to_current(strategy, columns) }}\n      {%- if strategy.hard_deletes == 'new_record' -%}\n        , 'False' as {{ columns.dbt_is_deleted }}\n      {% endif -%}\n    from (\n        {{ sql }}\n    ) sbq\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_snapshot_table_column_names", "macro.dbt.get_dbt_valid_to_current"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1764622978.0820677, "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": 1764622978.0829298, "supported_languages": null}, "macro.dbt.get_updated_at_column_data_type": {"name": "get_updated_at_column_data_type", "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_updated_at_column_data_type", "macro_sql": "{% macro get_updated_at_column_data_type(snapshot_sql) %}\n    {% set snapshot_sql_column_schema = get_column_schema_from_query(snapshot_sql) %}\n    {% set dbt_updated_at_data_type = null %}\n    {% set ns = namespace() -%} {#-- handle for-loop scoping with a namespace --#}\n    {% set ns.dbt_updated_at_data_type = null -%}\n    {% for column in snapshot_sql_column_schema %}\n    {%   if ((column.column == 'dbt_updated_at') or (column.column == 'DBT_UPDATED_AT')) %}\n    {%     set ns.dbt_updated_at_data_type = column.dtype %}\n    {%   endif %}\n    {% endfor %}\n    {{ return(ns.dbt_updated_at_data_type or none)  }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_column_schema_from_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1764622978.084107, "supported_languages": null}, "macro.dbt.check_time_data_types": {"name": "check_time_data_types", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.check_time_data_types", "macro_sql": "{% macro check_time_data_types(sql) %}\n  {% set dbt_updated_at_data_type = get_updated_at_column_data_type(sql) %}\n  {% set snapshot_get_time_data_type = get_snapshot_get_time_data_type() %}\n  {% if snapshot_get_time_data_type is not none and dbt_updated_at_data_type is not none and snapshot_get_time_data_type != dbt_updated_at_data_type %}\n  {%   if exceptions.warn_snapshot_timestamp_data_types %}\n  {{     exceptions.warn_snapshot_timestamp_data_types(snapshot_get_time_data_type, dbt_updated_at_data_type) }}\n  {%   endif %}\n  {% endif %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_updated_at_column_data_type", "macro.dbt.get_snapshot_get_time_data_type"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1764622978.0849679, "supported_languages": null}, "macro.dbt.get_dbt_valid_to_current": {"name": "get_dbt_valid_to_current", "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_dbt_valid_to_current", "macro_sql": "{% macro get_dbt_valid_to_current(strategy, columns) %}\n  {% set dbt_valid_to_current = config.get('dbt_valid_to_current') or \"null\" %}\n  coalesce(nullif({{ strategy.updated_at }}, {{ strategy.updated_at }}), {{dbt_valid_to_current}})\n  as {{ columns.dbt_valid_to }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1764622978.0855503, "supported_languages": null}, "macro.dbt.unique_key_fields": {"name": "unique_key_fields", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.unique_key_fields", "macro_sql": "{% macro unique_key_fields(unique_key) %}\n    {% if unique_key | is_list %}\n        {% for key in unique_key %}\n            {{ key }} as dbt_unique_key_{{ loop.index }}\n            {%- if not loop.last %} , {%- endif %}\n        {% endfor %}\n    {% else %}\n        {{ unique_key }} as dbt_unique_key\n    {% endif %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1764622978.0862372, "supported_languages": null}, "macro.dbt.unique_key_join_on": {"name": "unique_key_join_on", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.unique_key_join_on", "macro_sql": "{% macro unique_key_join_on(unique_key, identifier, from_identifier) %}\n    {% if unique_key | is_list %}\n        {% for key in unique_key %}\n\t    {% set source_unique_key = (identifier ~ \".dbt_unique_key_\" ~ loop.index) | trim %}\n\t    {% set target_unique_key = (from_identifier ~ \".dbt_unique_key_\" ~ loop.index) | trim %}\n\t    {{ equals(source_unique_key, target_unique_key) }}\n            {%- if not loop.last %} and {%- endif %}\n        {% endfor %}\n    {% else %}\n        {{ identifier }}.dbt_unique_key = {{ from_identifier }}.dbt_unique_key\n    {% endif %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.equals"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1764622978.0873616, "supported_languages": null}, "macro.dbt.unique_key_is_null": {"name": "unique_key_is_null", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.unique_key_is_null", "macro_sql": "{% macro unique_key_is_null(unique_key, identifier) %}\n    {% if unique_key | is_list %}\n        {{ identifier }}.dbt_unique_key_1 is null\n    {% else %}\n        {{ identifier }}.dbt_unique_key is null\n    {% endif %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1764622978.0878046, "supported_languages": null}, "macro.dbt.unique_key_is_not_null": {"name": "unique_key_is_not_null", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.unique_key_is_not_null", "macro_sql": "{% macro unique_key_is_not_null(unique_key, identifier) %}\n    {% if unique_key | is_list %}\n        {{ identifier }}.dbt_unique_key_1 is not null\n    {% else %}\n        {{ identifier }}.dbt_unique_key is not null\n    {% endif %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1764622978.0882215, "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": 1764622978.0921729, "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": 1764622978.092524, "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": 1764622978.092973, "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, model_config, target_exists) %}\n    {# The model_config parameter is no longer used, but is passed in anyway for compatibility. #}\n    {% set primary_key = config.get('unique_key') %}\n    {% set updated_at = config.get('updated_at') %}\n    {% set hard_deletes = adapter.get_hard_deletes_behavior(config) %}\n    {% set invalidate_hard_deletes = hard_deletes == 'invalidate' %}\n    {% set columns = config.get(\"snapshot_table_column_names\") or get_snapshot_table_column_names() %}\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 }}.{{ columns.dbt_valid_from }} < {{ current_rel }}.{{ updated_at }})\n    {%- endset %}\n\n    {% set scd_args = api.Relation.scd_args(primary_key, updated_at) %}\n    {% set scd_id_expr = snapshot_hash_arguments(scd_args) %}\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        \"hard_deletes\": hard_deletes\n    }) %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_snapshot_table_column_names", "macro.dbt.snapshot_hash_arguments"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1764622978.0948992, "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": 1764622978.0952327, "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": 1764622978.0955894, "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": 1764622978.0984602, "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, model_config, target_exists) %}\n    {# The model_config parameter is no longer used, but is passed in anyway for compatibility. #}\n    {% set check_cols_config = config.get('check_cols') %}\n    {% set primary_key = config.get('unique_key') %}\n    {% set hard_deletes = adapter.get_hard_deletes_behavior(config) %}\n    {% set invalidate_hard_deletes = hard_deletes == 'invalidate' %}\n    {% set updated_at = config.get('updated_at') or 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_args = api.Relation.scd_args(primary_key, updated_at) %}\n    {% set scd_id_expr = snapshot_hash_arguments(scd_args) %}\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        \"hard_deletes\": 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": 1764622978.1013184, "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": 1764622978.1021452, "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    {%- set columns = config.get(\"snapshot_table_column_names\") or get_snapshot_table_column_names() -%}\n\n    merge into {{ target.render() }} as DBT_INTERNAL_DEST\n    using {{ source }} as DBT_INTERNAL_SOURCE\n    on DBT_INTERNAL_SOURCE.{{ columns.dbt_scd_id }} = DBT_INTERNAL_DEST.{{ columns.dbt_scd_id }}\n\n    when matched\n     {% if config.get(\"dbt_valid_to_current\") %}\n\t{% set source_unique_key = (\"DBT_INTERNAL_DEST.\" ~ columns.dbt_valid_to) | trim %}\n\t{% set target_unique_key = config.get('dbt_valid_to_current') | trim %}\n\tand ({{ equals(source_unique_key, target_unique_key) }} or {{ source_unique_key }} is null)\n\n     {% else %}\n       and DBT_INTERNAL_DEST.{{ columns.dbt_valid_to }} is null\n     {% endif %}\n     and DBT_INTERNAL_SOURCE.dbt_change_type in ('update', 'delete')\n        then update\n        set {{ columns.dbt_valid_to }} = DBT_INTERNAL_SOURCE.{{ columns.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": ["macro.dbt.get_snapshot_table_column_names", "macro.dbt.equals"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1764622978.103794, "supported_languages": null}, "macro.dbt.materialization_unit_default": {"name": "materialization_unit_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/tests/unit.sql", "original_file_path": "macros/materializations/tests/unit.sql", "unique_id": "macro.dbt.materialization_unit_default", "macro_sql": "{%- materialization unit, default -%}\n\n  {% set relations = [] %}\n\n  {% set expected_rows = config.get('expected_rows') %}\n  {% set expected_sql = config.get('expected_sql') %}\n  {% set tested_expected_column_names = expected_rows[0].keys() if (expected_rows | length ) > 0 else get_columns_in_query(sql) %}\n\n  {%- set target_relation = this.incorporate(type='table') -%}\n  {%- set temp_relation = make_temp_relation(target_relation)-%}\n  {% do run_query(get_create_table_as_sql(True, temp_relation, get_empty_subquery_sql(sql))) %}\n  {%- set columns_in_relation = adapter.get_columns_in_relation(temp_relation) -%}\n  {%- set column_name_to_data_types = {} -%}\n  {%- set column_name_to_quoted = {} -%}\n  {%- for column in columns_in_relation -%}\n  {%-   do column_name_to_data_types.update({column.name|lower: column.data_type}) -%}\n  {%-   do column_name_to_quoted.update({column.name|lower: column.quoted}) -%}\n  {%- endfor -%}\n\n  {%- set expected_column_names_quoted = [] -%}\n  {%- for column_name in tested_expected_column_names -%}\n  {%-   do expected_column_names_quoted.append(column_name_to_quoted[column_name|lower]) -%}\n  {%- endfor -%}\n\n  {% if not expected_sql %}\n  {%   set expected_sql = get_expected_sql(expected_rows, column_name_to_data_types, column_name_to_quoted) %}\n  {% endif %}\n  {% set unit_test_sql = get_unit_test_sql(sql, expected_sql, expected_column_names_quoted) %}\n\n  {% call statement('main', fetch_result=True) -%}\n\n    {{ unit_test_sql }}\n\n  {%- endcall %}\n\n  {% do adapter.drop_relation(temp_relation) %}\n\n  {{ return({'relations': relations}) }}\n\n{%- endmaterialization -%}", "depends_on": {"macros": ["macro.dbt.get_columns_in_query", "macro.dbt.make_temp_relation", "macro.dbt.run_query", "macro.dbt.get_create_table_as_sql", "macro.dbt.get_empty_subquery_sql", "macro.dbt.get_expected_sql", "macro.dbt.get_unit_test_sql", "macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1764622978.1074822, "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  {% set limit = config.get('limit') %}\n\n  {% set sql_with_limit %}\n    {{ get_limit_subquery_sql(sql, limit) }}\n  {% endset %}\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_with_limit) }}\n    {% endcall %}\n\n    {% do relations.append(target_relation) %}\n\n    {# Since the test failures have already been saved to the database, reuse that result rather than querying again #}\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_with_limit %}\n\n  {% endif %}\n\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    {# The limit has already been included above, and we do not want to duplicate it again. We also want to be safe for macro overrides treating `limit` as a required parameter. #}\n    {{ get_test_sql(main_sql, fail_calc, warn_if, error_if, limit=none)}}\n\n  {%- endcall %}\n\n  {{ return({'relations': relations}) }}\n\n{%- endmaterialization -%}", "depends_on": {"macros": ["macro.dbt.get_limit_subquery_sql", "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": 1764622978.1119351, "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": 1764622978.1129735, "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": 1764622978.113594, "supported_languages": null}, "macro.dbt.get_unit_test_sql": {"name": "get_unit_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_unit_test_sql", "macro_sql": "{% macro get_unit_test_sql(main_sql, expected_fixture_sql, expected_column_names) -%}\n  {{ adapter.dispatch('get_unit_test_sql', 'dbt')(main_sql, expected_fixture_sql, expected_column_names) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_unit_test_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1764622978.1140034, "supported_languages": null}, "macro.dbt.default__get_unit_test_sql": {"name": "default__get_unit_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_unit_test_sql", "macro_sql": "{% macro default__get_unit_test_sql(main_sql, expected_fixture_sql, expected_column_names) -%}\n-- Build actual result given inputs\nwith dbt_internal_unit_test_actual as (\n  select\n    {% for expected_column_name in expected_column_names %}{{expected_column_name}}{% if not loop.last -%},{% endif %}{%- endfor -%}, {{ dbt.string_literal(\"actual\") }} as {{ adapter.quote(\"actual_or_expected\") }}\n  from (\n    {{ main_sql }}\n  ) _dbt_internal_unit_test_actual\n),\n-- Build expected result\ndbt_internal_unit_test_expected as (\n  select\n    {% for expected_column_name in expected_column_names %}{{expected_column_name}}{% if not loop.last -%}, {% endif %}{%- endfor -%}, {{ dbt.string_literal(\"expected\") }} as {{ adapter.quote(\"actual_or_expected\") }}\n  from (\n    {{ expected_fixture_sql }}\n  ) _dbt_internal_unit_test_expected\n)\n-- Union actual and expected results\nselect * from dbt_internal_unit_test_actual\nunion all\nselect * from dbt_internal_unit_test_expected\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.string_literal"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1764622978.1152012, "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": 1764622978.115829, "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": 1764622978.1166072, "supported_languages": null}, "macro.dbt.materialization_function_default": {"name": "materialization_function_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/functions/function.sql", "original_file_path": "macros/materializations/functions/function.sql", "unique_id": "macro.dbt.materialization_function_default", "macro_sql": "{% materialization function, default, supported_languages=['sql', 'python'] %}\n    {% set existing_relation = load_cached_relation(this) %}\n    {% set target_relation = this.incorporate(type=this.Function) %}\n\n    {{ run_hooks(pre_hooks) }}\n\n    {% set function_config = this.get_function_config(model) %}\n    {% set macro_name = this.get_function_macro_name(function_config) %}\n\n    {# Doing this aliasing of adapter.dispatch is a hacky way to disable the static analysis of actually calling adapter.dispatch #}\n    {# This is necessary because the static analysis breaks being able to dynamically pass a macro_name #}\n    {% set _dispatch = adapter.dispatch %}\n\n    {% set build_sql = _dispatch(macro_name, 'dbt')(target_relation) %}\n    {{ function_execute_build_sql(build_sql, existing_relation, target_relation) }}\n    {{ run_hooks(post_hooks) }}\n\n    {{ return({'relations': [target_relation]}) }}\n\n{% endmaterialization %}", "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.run_hooks", "macro.dbt.function_execute_build_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1764622978.1183968, "supported_languages": ["sql", "python"]}, "macro.dbt.function_execute_build_sql": {"name": "function_execute_build_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/functions/helpers.sql", "original_file_path": "macros/materializations/functions/helpers.sql", "unique_id": "macro.dbt.function_execute_build_sql", "macro_sql": "{% macro function_execute_build_sql(build_sql, existing_relation, target_relation) %}\n    {{ return(adapter.dispatch('function_execute_build_sql', 'dbt')(build_sql, existing_relation, target_relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__function_execute_build_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1764622978.119116, "supported_languages": null}, "macro.dbt.default__function_execute_build_sql": {"name": "default__function_execute_build_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/functions/helpers.sql", "original_file_path": "macros/materializations/functions/helpers.sql", "unique_id": "macro.dbt.default__function_execute_build_sql", "macro_sql": "{% macro default__function_execute_build_sql(build_sql, existing_relation, target_relation) %}\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    {{ adapter.commit() }}\n\n{% endmacro %}", "depends_on": {"macros": ["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": 1764622978.120164, "supported_languages": null}, "macro.dbt.scalar_function_sql": {"name": "scalar_function_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/functions/scalar.sql", "original_file_path": "macros/materializations/functions/scalar.sql", "unique_id": "macro.dbt.scalar_function_sql", "macro_sql": "{% macro scalar_function_sql(target_relation) %}\n    {{ return(adapter.dispatch('scalar_function_sql', 'dbt')(target_relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__scalar_function_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1764622978.1214151, "supported_languages": null}, "macro.dbt.default__scalar_function_sql": {"name": "default__scalar_function_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/functions/scalar.sql", "original_file_path": "macros/materializations/functions/scalar.sql", "unique_id": "macro.dbt.default__scalar_function_sql", "macro_sql": "{% macro default__scalar_function_sql(target_relation) %}\n    {{ scalar_function_create_replace_signature_sql(target_relation) }}\n    {{ scalar_function_body_sql() }};\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.scalar_function_create_replace_signature_sql", "macro.dbt.scalar_function_body_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1764622978.1217465, "supported_languages": null}, "macro.dbt.scalar_function_create_replace_signature_sql": {"name": "scalar_function_create_replace_signature_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/functions/scalar.sql", "original_file_path": "macros/materializations/functions/scalar.sql", "unique_id": "macro.dbt.scalar_function_create_replace_signature_sql", "macro_sql": "{% macro scalar_function_create_replace_signature_sql(target_relation) %}\n    {{ return(adapter.dispatch('scalar_function_create_replace_signature_sql', 'dbt')(target_relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__scalar_function_create_replace_signature_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1764622978.122115, "supported_languages": null}, "macro.dbt.default__scalar_function_create_replace_signature_sql": {"name": "default__scalar_function_create_replace_signature_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/functions/scalar.sql", "original_file_path": "macros/materializations/functions/scalar.sql", "unique_id": "macro.dbt.default__scalar_function_create_replace_signature_sql", "macro_sql": "{% macro default__scalar_function_create_replace_signature_sql(target_relation) %}\n    CREATE OR REPLACE FUNCTION {{ target_relation.render() }} ({{ formatted_scalar_function_args_sql()}})\n    RETURNS {{ model.returns.data_type }}\n    {{ scalar_function_volatility_sql() }}\n    AS\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.formatted_scalar_function_args_sql", "macro.dbt.scalar_function_volatility_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1764622978.1227067, "supported_languages": null}, "macro.dbt.formatted_scalar_function_args_sql": {"name": "formatted_scalar_function_args_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/functions/scalar.sql", "original_file_path": "macros/materializations/functions/scalar.sql", "unique_id": "macro.dbt.formatted_scalar_function_args_sql", "macro_sql": "{% macro formatted_scalar_function_args_sql() %}\n    {{ return(adapter.dispatch('formatted_scalar_function_args_sql', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__formatted_scalar_function_args_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1764622978.1230588, "supported_languages": null}, "macro.dbt.default__formatted_scalar_function_args_sql": {"name": "default__formatted_scalar_function_args_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/functions/scalar.sql", "original_file_path": "macros/materializations/functions/scalar.sql", "unique_id": "macro.dbt.default__formatted_scalar_function_args_sql", "macro_sql": "{% macro default__formatted_scalar_function_args_sql() %}\n    {% set args = [] %}\n    {% for arg in model.arguments -%}\n        {%- do args.append(arg.name ~ ' ' ~ arg.data_type) -%}\n    {%- endfor %}\n    {{ args | join(', ') }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1764622978.1237793, "supported_languages": null}, "macro.dbt.scalar_function_body_sql": {"name": "scalar_function_body_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/functions/scalar.sql", "original_file_path": "macros/materializations/functions/scalar.sql", "unique_id": "macro.dbt.scalar_function_body_sql", "macro_sql": "{% macro scalar_function_body_sql() %}\n    {{ return(adapter.dispatch('scalar_function_body_sql', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__scalar_function_body_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1764622978.1241322, "supported_languages": null}, "macro.dbt.default__scalar_function_body_sql": {"name": "default__scalar_function_body_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/functions/scalar.sql", "original_file_path": "macros/materializations/functions/scalar.sql", "unique_id": "macro.dbt.default__scalar_function_body_sql", "macro_sql": "{% macro default__scalar_function_body_sql() %}\n    $$\n       {{ model.compiled_code }}\n    $$ LANGUAGE SQL\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1764622978.1243513, "supported_languages": null}, "macro.dbt.scalar_function_volatility_sql": {"name": "scalar_function_volatility_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/functions/scalar.sql", "original_file_path": "macros/materializations/functions/scalar.sql", "unique_id": "macro.dbt.scalar_function_volatility_sql", "macro_sql": "{% macro scalar_function_volatility_sql() %}\n    {{ return(adapter.dispatch('scalar_function_volatility_sql', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__scalar_function_volatility_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1764622978.1246958, "supported_languages": null}, "macro.dbt.default__scalar_function_volatility_sql": {"name": "default__scalar_function_volatility_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/functions/scalar.sql", "original_file_path": "macros/materializations/functions/scalar.sql", "unique_id": "macro.dbt.default__scalar_function_volatility_sql", "macro_sql": "{% macro default__scalar_function_volatility_sql() %}\n    {% set volatility = model.config.get('volatility') %}\n    {% if volatility == 'deterministic' %}\n        IMMUTABLE\n    {% elif volatility == 'stable' %}\n        STABLE\n    {% elif volatility == 'non-deterministic' %}\n        VOLATILE\n    {% elif volatility != none %}\n        {# This shouldn't happen unless a new volatility is invented #}\n        {% do unsupported_volatility_warning(volatility) %}\n    {% endif %}\n    {# If no volatility is set, don't add anything and let the data warehouse default it #}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.unsupported_volatility_warning"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1764622978.1255348, "supported_languages": null}, "macro.dbt.unsupported_volatility_warning": {"name": "unsupported_volatility_warning", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/functions/scalar.sql", "original_file_path": "macros/materializations/functions/scalar.sql", "unique_id": "macro.dbt.unsupported_volatility_warning", "macro_sql": "{% macro unsupported_volatility_warning(volatility) %}\n    {{ return(adapter.dispatch('unsupported_volatility_warning', 'dbt')(volatility)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__unsupported_volatility_warning"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1764622978.1259098, "supported_languages": null}, "macro.dbt.default__unsupported_volatility_warning": {"name": "default__unsupported_volatility_warning", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/functions/scalar.sql", "original_file_path": "macros/materializations/functions/scalar.sql", "unique_id": "macro.dbt.default__unsupported_volatility_warning", "macro_sql": "{% macro default__unsupported_volatility_warning(volatility) %}\n    {% set msg = \"Found `\" ~ volatility ~ \"` volatility specified on function `\" ~ model.name ~ \"`. This volatility is not supported by \" ~ adapter.type() ~ \", and will be ignored\" %}\n    {% do exceptions.warn(msg) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1764622978.1264315, "supported_languages": null}, "macro.dbt.get_aggregate_function_create_replace_signature": {"name": "get_aggregate_function_create_replace_signature", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/functions/aggregate.sql", "original_file_path": "macros/materializations/functions/aggregate.sql", "unique_id": "macro.dbt.get_aggregate_function_create_replace_signature", "macro_sql": "{% macro get_aggregate_function_create_replace_signature(target_relation) %}\n    {{ return(adapter.dispatch('get_aggregate_function_create_replace_signature', 'dbt')(target_relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_aggregate_function_create_replace_signature"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1764622978.1275928, "supported_languages": null}, "macro.dbt.default__get_aggregate_function_create_replace_signature": {"name": "default__get_aggregate_function_create_replace_signature", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/functions/aggregate.sql", "original_file_path": "macros/materializations/functions/aggregate.sql", "unique_id": "macro.dbt.default__get_aggregate_function_create_replace_signature", "macro_sql": "{% macro default__get_aggregate_function_create_replace_signature(target_relation) %}\n    CREATE OR REPLACE AGGREGATE FUNCTION {{ target_relation.render() }} ({{ get_formatted_aggregate_function_args()}})\n    RETURNS {{ model.returns.data_type }}\n    {{ get_function_language_specifier() }}\n    {% if model.get('language') == 'python' %}\n        {{ get_function_python_options() }}\n    {% endif %}\n    {{ scalar_function_volatility_sql() }}\n    AS\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_formatted_aggregate_function_args", "macro.dbt.get_function_language_specifier", "macro.dbt.get_function_python_options", "macro.dbt.scalar_function_volatility_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1764622978.1283221, "supported_languages": null}, "macro.dbt.get_formatted_aggregate_function_args": {"name": "get_formatted_aggregate_function_args", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/functions/aggregate.sql", "original_file_path": "macros/materializations/functions/aggregate.sql", "unique_id": "macro.dbt.get_formatted_aggregate_function_args", "macro_sql": "{% macro get_formatted_aggregate_function_args() %}\n    {{ return(adapter.dispatch('get_formatted_aggregate_function_args', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_formatted_aggregate_function_args"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1764622978.1286783, "supported_languages": null}, "macro.dbt.default__get_formatted_aggregate_function_args": {"name": "default__get_formatted_aggregate_function_args", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/functions/aggregate.sql", "original_file_path": "macros/materializations/functions/aggregate.sql", "unique_id": "macro.dbt.default__get_formatted_aggregate_function_args", "macro_sql": "{% macro default__get_formatted_aggregate_function_args() %}\n    {# conveniently we can reuse the sql scalar function args #}\n    {{ formatted_scalar_function_args_sql() }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.formatted_scalar_function_args_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1764622978.1289134, "supported_languages": null}, "macro.dbt.get_function_language_specifier": {"name": "get_function_language_specifier", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/functions/aggregate.sql", "original_file_path": "macros/materializations/functions/aggregate.sql", "unique_id": "macro.dbt.get_function_language_specifier", "macro_sql": "{% macro get_function_language_specifier() %}\n    {{ return(adapter.dispatch('get_function_language_specifier', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_function_language_specifier"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1764622978.1292386, "supported_languages": null}, "macro.dbt.default__get_function_language_specifier": {"name": "default__get_function_language_specifier", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/functions/aggregate.sql", "original_file_path": "macros/materializations/functions/aggregate.sql", "unique_id": "macro.dbt.default__get_function_language_specifier", "macro_sql": "{% macro default__get_function_language_specifier() %}\n    {% set language = model.get('language') %}\n    {% if language == 'sql' %}\n        {# generally you dont need to specify the language for sql functions #}\n    {% elif language == 'python' %}\n        LANGUAGE PYTHON\n    {% else %}\n        {{ 'LANGUAGE ' ~ language.upper() }}\n    {% endif %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1764622978.1299093, "supported_languages": null}, "macro.dbt.get_aggregate_function_volatility_specifier": {"name": "get_aggregate_function_volatility_specifier", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/functions/aggregate.sql", "original_file_path": "macros/materializations/functions/aggregate.sql", "unique_id": "macro.dbt.get_aggregate_function_volatility_specifier", "macro_sql": "{% macro get_aggregate_function_volatility_specifier() %}\n    {{ return(adapter.dispatch('get_aggregate_function_volatility_specifier', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_aggregate_function_volatility_specifier"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1764622978.1302545, "supported_languages": null}, "macro.dbt.default__get_aggregate_function_volatility_specifier": {"name": "default__get_aggregate_function_volatility_specifier", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/functions/aggregate.sql", "original_file_path": "macros/materializations/functions/aggregate.sql", "unique_id": "macro.dbt.default__get_aggregate_function_volatility_specifier", "macro_sql": "{% macro default__get_aggregate_function_volatility_specifier() %}\n    {{ scalar_function_volatility_sql() }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.scalar_function_volatility_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1764622978.1304867, "supported_languages": null}, "macro.dbt.get_function_python_options": {"name": "get_function_python_options", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/functions/aggregate.sql", "original_file_path": "macros/materializations/functions/aggregate.sql", "unique_id": "macro.dbt.get_function_python_options", "macro_sql": "{% macro get_function_python_options() %}\n    {{ return(adapter.dispatch('get_function_python_options', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_function_python_options"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1764622978.1308258, "supported_languages": null}, "macro.dbt.default__get_function_python_options": {"name": "default__get_function_python_options", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/functions/aggregate.sql", "original_file_path": "macros/materializations/functions/aggregate.sql", "unique_id": "macro.dbt.default__get_function_python_options", "macro_sql": "{% macro default__get_function_python_options() %}\n    RUNTIME_VERSION = '{{ model.config.get('runtime_version') }}'\n    HANDLER = '{{ model.config.get('entry_point') }}'\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1764622978.1311975, "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": 1764622978.1317046, "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": 1764622978.1319592, "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": 1764622978.13253, "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": 1764622978.1326942, "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": 1764622978.1332955, "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": 1764622978.1338236, "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": 1764622978.134121, "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": 1764622978.134729, "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": 1764622978.1350653, "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": 1764622978.135561, "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": 1764622978.1357808, "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": 1764622978.136262, "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": 1764622978.136601, "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": 1764622978.137138, "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": 1764622978.1374073, "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": 1764622978.1383457, "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": 1764622978.1395464, "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": 1764622978.1400115, "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": 1764622978.1407466, "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": 1764622978.1412761, "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": 1764622978.1415648, "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": 1764622978.1423852, "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": 1764622978.1428854, "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": 1764622978.1434057, "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": 1764622978.143706, "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": 1764622978.1449893, "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": 1764622978.1452925, "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": 1764622978.1456354, "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": 1764622978.1459365, "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": 1764622978.1462538, "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": 1764622978.1465697, "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": 1764622978.1468918, "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": 1764622978.147233, "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": 1764622978.147565, "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": 1764622978.1478648, "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": 1764622978.148178, "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": 1764622978.1484642, "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": 1764622978.148798, "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": 1764622978.149083, "supported_languages": null}, "macro.dbt.date": {"name": "date", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/date.sql", "original_file_path": "macros/utils/date.sql", "unique_id": "macro.dbt.date", "macro_sql": "{% macro date(year, month, day) %}\n  {{ return(adapter.dispatch('date', 'dbt') (year, month, day)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__date"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1764622978.1497154, "supported_languages": null}, "macro.dbt.default__date": {"name": "default__date", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/date.sql", "original_file_path": "macros/utils/date.sql", "unique_id": "macro.dbt.default__date", "macro_sql": "{% macro default__date(year, month, day) -%}\n    {%- set dt = modules.datetime.date(year, month, day) -%}\n    {%- set iso_8601_formatted_date = dt.strftime('%Y-%m-%d') -%}\n    to_date('{{ iso_8601_formatted_date }}', 'YYYY-MM-DD')\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1764622978.1504, "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": 1764622978.1509585, "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": 1764622978.1512358, "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": 1764622978.1517746, "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": 1764622978.15204, "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": 1764622978.1527429, "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": 1764622978.1530752, "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": 1764622978.1535351, "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": 1764622978.1540709, "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": 1764622978.1543438, "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": 1764622978.1549602, "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": 1764622978.1552894, "supported_languages": null}, "macro.dbt.equals": {"name": "equals", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/equals.sql", "original_file_path": "macros/utils/equals.sql", "unique_id": "macro.dbt.equals", "macro_sql": "{% macro equals(expr1, expr2) %}\n    {{ return(adapter.dispatch('equals', 'dbt') (expr1, expr2)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__equals"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1764622978.1559036, "supported_languages": null}, "macro.dbt.default__equals": {"name": "default__equals", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/equals.sql", "original_file_path": "macros/utils/equals.sql", "unique_id": "macro.dbt.default__equals", "macro_sql": "{% macro default__equals(expr1, expr2) -%}\n{%- if adapter.behavior.enable_truthy_nulls_equals_macro.no_warn %}\n    case when (({{ expr1 }} = {{ expr2 }}) or ({{ expr1 }} is null and {{ expr2 }} is null))\n        then 0\n        else 1\n    end = 0\n{%- else -%}\n    ({{ expr1 }} = {{ expr2 }})\n{%- endif %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1764622978.1565003, "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": 1764622978.1569626, "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": 1764622978.1572757, "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": 1764622978.1578326, "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": 1764622978.1581106, "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": 1764622978.1587102, "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": 1764622978.1591477, "supported_languages": null}, "macro.dbt.cast": {"name": "cast", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/cast.sql", "original_file_path": "macros/utils/cast.sql", "unique_id": "macro.dbt.cast", "macro_sql": "{% macro cast(field, type) %}\n  {{ return(adapter.dispatch('cast', 'dbt') (field, type)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__cast"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1764622978.159705, "supported_languages": null}, "macro.dbt.default__cast": {"name": "default__cast", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/cast.sql", "original_file_path": "macros/utils/cast.sql", "unique_id": "macro.dbt.default__cast", "macro_sql": "{% macro default__cast(field, type) %}\n    cast({{field}} as {{type}})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1764622978.1599731, "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": 1764622978.160449, "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": 1764622978.1606324, "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": 1764622978.16111, "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": 1764622978.1613357, "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": 1764622978.1621847, "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": 1764622978.1630023, "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": 1764622978.163496, "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": 1764622978.1637123, "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": 1764622978.1645377, "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": 1764622978.1653419, "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": 1764622978.165725, "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": 1764622978.1667314, "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": 1764622978.1672122, "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": 1764622978.16743, "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": 1764622978.1681445, "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": 1764622978.1693063, "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": 1764622978.1699235, "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": 1764622978.1704526, "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": 1764622978.1714847, "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": 1764622978.1738706, "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": 1764622978.1747758, "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": 1764622978.175647, "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": 1764622978.1760516, "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.render() }} 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": 1764622978.1766558, "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": 1764622978.177297, "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": 1764622978.1778014, "supported_languages": null}, "macro.dbt.drop_schema_named": {"name": "drop_schema_named", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/schema.sql", "original_file_path": "macros/relations/schema.sql", "unique_id": "macro.dbt.drop_schema_named", "macro_sql": "{% macro drop_schema_named(schema_name) %}\n    {{ return(adapter.dispatch('drop_schema_named', 'dbt') (schema_name)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__drop_schema_named"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1764622978.1783035, "supported_languages": null}, "macro.dbt.default__drop_schema_named": {"name": "default__drop_schema_named", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/schema.sql", "original_file_path": "macros/relations/schema.sql", "unique_id": "macro.dbt.default__drop_schema_named", "macro_sql": "{% macro default__drop_schema_named(schema_name) %}\n  {% set schema_relation = api.Relation.create(schema=schema_name) %}\n  {{ adapter.drop_schema(schema_relation) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1764622978.1787412, "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": 1764622978.1795874, "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.render() }} 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": 1764622978.1803555, "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": 1764622978.1807349, "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": 1764622978.1811326, "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": 1764622978.1816463, "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": 1764622978.1822202, "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": 1764622978.1826541, "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": 1764622978.1832294, "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": 1764622978.1836576, "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": 1764622978.1841643, "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": 1764622978.18445, "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": 1764622978.1849682, "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": 1764622978.185265, "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": 1764622978.185789, "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": 1764622978.1860826, "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": 1764622978.1870866, "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": 1764622978.187457, "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    {\"<change_category>\": [{\"action\": \"<name>\", \"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": 1764622978.1880188, "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": 1764622978.18831, "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    {{- 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": 1764622978.1887934, "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.render() }} cascade\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1764622978.18904, "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": 1764622978.1896212, "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": 1764622978.189893, "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": 1764622978.191369, "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": 1764622978.1916459, "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": 1764622978.1927407, "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": 1764622978.1931305, "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": 1764622978.1934323, "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": 1764622978.1959805, "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": 1764622978.1967576, "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": 1764622978.1974256, "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": 1764622978.1981454, "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": 1764622978.1984642, "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": 1764622978.1988444, "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.render() }}\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": 1764622978.1997151, "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": 1764622978.2006855, "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": 1764622978.20098, "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": 1764622978.20327, "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": 1764622978.2036834, "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.render() ~ \" 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": 1764622978.2041566, "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": 1764622978.2046883, "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": 1764622978.2049847, "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    {{- 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": 1764622978.205446, "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.render() }} cascade\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1764622978.2057347, "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": 1764622978.2068944, "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": 1764622978.207256, "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": 1764622978.2081215, "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": 1764622978.2094793, "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": 1764622978.2103908, "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": 1764622978.2107735, "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": 1764622978.2111259, "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": 1764622978.2116528, "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": 1764622978.2119462, "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": 1764622978.2124417, "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": 1764622978.2127504, "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    {{- 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": 1764622978.2132537, "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.render() }} cascade\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1764622978.2135537, "supported_languages": null}, "macro.dbt.get_fixture_sql": {"name": "get_fixture_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/unit_test_sql/get_fixture_sql.sql", "original_file_path": "macros/unit_test_sql/get_fixture_sql.sql", "unique_id": "macro.dbt.get_fixture_sql", "macro_sql": "{% macro get_fixture_sql(rows, column_name_to_data_types) %}\n-- Fixture for {{ model.name }}\n{% set default_row = {} %}\n\n{%- if not column_name_to_data_types -%}\n{#-- Use defer_relation IFF it is available in the manifest and 'this' is missing from the database --#}\n{%-   set this_or_defer_relation = defer_relation if (defer_relation and not load_relation(this)) else this -%}\n{%-   set columns_in_relation = adapter.get_columns_in_relation(this_or_defer_relation) -%}\n\n{%-   set column_name_to_data_types = {} -%}\n{%-   set column_name_to_quoted = {} -%}\n{%-   for column in columns_in_relation -%}\n\n{#-- This needs to be a case-insensitive comparison --#}\n{%-     do column_name_to_data_types.update({column.name|lower: column.data_type}) -%}\n{%-     do column_name_to_quoted.update({column.name|lower: column.quoted}) -%}\n{%-   endfor -%}\n{%- endif -%}\n\n{%- if not column_name_to_data_types -%}\n    {{ exceptions.raise_compiler_error(\"Not able to get columns for unit test '\" ~ model.name ~ \"' from relation \" ~ this ~ \" because the relation doesn't exist\") }}\n{%- endif -%}\n\n{%- for column_name, column_type in column_name_to_data_types.items() -%}\n    {%- do default_row.update({column_name: (safe_cast(\"null\", column_type) | trim )}) -%}\n{%- endfor -%}\n\n{{ validate_fixture_rows(rows, row_number) }}\n\n{%- for row in rows -%}\n{%-   set formatted_row = format_row(row, column_name_to_data_types) -%}\n{%-   set default_row_copy = default_row.copy() -%}\n{%-   do default_row_copy.update(formatted_row) -%}\nselect\n{%-   for column_name, column_value in default_row_copy.items() %} {{ column_value }} as {{ column_name_to_quoted[column_name] }}{% if not loop.last -%}, {%- endif %}\n{%-   endfor %}\n{%-   if not loop.last %}\nunion all\n{%    endif %}\n{%- endfor -%}\n\n{%- if (rows | length) == 0 -%}\n    select\n    {%- for column_name, column_value in default_row.items() %} {{ column_value }} as {{ column_name_to_quoted[column_name] }}{% if not loop.last -%},{%- endif %}\n    {%- endfor %}\n    limit 0\n{%- endif -%}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.load_relation", "macro.dbt.safe_cast", "macro.dbt.validate_fixture_rows", "macro.dbt.format_row"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1764622978.2186356, "supported_languages": null}, "macro.dbt.get_expected_sql": {"name": "get_expected_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/unit_test_sql/get_fixture_sql.sql", "original_file_path": "macros/unit_test_sql/get_fixture_sql.sql", "unique_id": "macro.dbt.get_expected_sql", "macro_sql": "{% macro get_expected_sql(rows, column_name_to_data_types, column_name_to_quoted) %}\n\n{%- if (rows | length) == 0 -%}\n    select * from dbt_internal_unit_test_actual\n    limit 0\n{%- else -%}\n{%- for row in rows -%}\n{%- set formatted_row = format_row(row, column_name_to_data_types) -%}\nselect\n{%- for column_name, column_value in formatted_row.items() %} {{ column_value }} as {{ column_name_to_quoted[column_name] }}{% if not loop.last -%}, {%- endif %}\n{%- endfor %}\n{%- if not loop.last %}\nunion all\n{% endif %}\n{%- endfor -%}\n{%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.format_row"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1764622978.219796, "supported_languages": null}, "macro.dbt.format_row": {"name": "format_row", "resource_type": "macro", "package_name": "dbt", "path": "macros/unit_test_sql/get_fixture_sql.sql", "original_file_path": "macros/unit_test_sql/get_fixture_sql.sql", "unique_id": "macro.dbt.format_row", "macro_sql": "\n\n{%- macro format_row(row, column_name_to_data_types) -%}\n    {#-- generate case-insensitive formatted row --#}\n    {% set formatted_row = {} %}\n    {%- for column_name, column_value in row.items() -%}\n        {% set column_name = column_name|lower %}\n\n        {%- if column_name not in column_name_to_data_types %}\n            {#-- if user-provided row contains column name that relation does not contain, raise an error --#}\n            {% set fixture_name = \"expected output\" if model.resource_type == 'unit_test' else (\"'\" ~ model.name ~ \"'\") %}\n            {{ exceptions.raise_compiler_error(\n                \"Invalid column name: '\" ~ column_name ~ \"' in unit test fixture for \" ~ fixture_name ~ \".\"\n                \"\\nAccepted columns for \" ~ fixture_name ~ \" are: \" ~ (column_name_to_data_types.keys()|list)\n            ) }}\n        {%- endif -%}\n\n        {%- set column_type = column_name_to_data_types[column_name] %}\n\n        {#-- sanitize column_value: wrap yaml strings in quotes, apply cast --#}\n        {%- set column_value_clean = column_value -%}\n        {%- if column_value is string -%}\n            {%- set column_value_clean = dbt.string_literal(dbt.escape_single_quotes(column_value)) -%}\n        {%- elif column_value is none -%}\n            {%- set column_value_clean = 'null' -%}\n        {%- endif -%}\n\n        {%- set row_update = {column_name: safe_cast(column_value_clean, column_type) } -%}\n        {%- do formatted_row.update(row_update) -%}\n    {%- endfor -%}\n    {{ return(formatted_row) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.string_literal", "macro.dbt.escape_single_quotes", "macro.dbt.safe_cast"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1764622978.222003, "supported_languages": null}, "macro.dbt.validate_fixture_rows": {"name": "validate_fixture_rows", "resource_type": "macro", "package_name": "dbt", "path": "macros/unit_test_sql/get_fixture_sql.sql", "original_file_path": "macros/unit_test_sql/get_fixture_sql.sql", "unique_id": "macro.dbt.validate_fixture_rows", "macro_sql": "{%- macro validate_fixture_rows(rows, row_number) -%}\n  {{ return(adapter.dispatch('validate_fixture_rows', 'dbt')(rows, row_number)) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__validate_fixture_rows"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1764622978.2224176, "supported_languages": null}, "macro.dbt.default__validate_fixture_rows": {"name": "default__validate_fixture_rows", "resource_type": "macro", "package_name": "dbt", "path": "macros/unit_test_sql/get_fixture_sql.sql", "original_file_path": "macros/unit_test_sql/get_fixture_sql.sql", "unique_id": "macro.dbt.default__validate_fixture_rows", "macro_sql": "{%- macro default__validate_fixture_rows(rows, row_number) -%}\n  {# This is an abstract method for adapter overrides as needed #}\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1764622978.222633, "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": 1764622978.223666, "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": 1764622978.224249, "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": 1764622978.2247205, "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": 1764622978.2252855, "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": 1764622978.2260084, "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": 1764622978.2267742, "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": 1764622978.2274554, "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": 1764622978.2279973, "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": 1764622978.2288327, "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": 1764622978.2293653, "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": 1764622978.2299478, "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": 1764622978.2324326, "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": 1764622978.2337084, "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": 1764622978.234289, "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": 1764622978.2357209, "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": 1764622978.2380278, "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": 1764622978.2395136, "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": 1764622978.239973, "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": 1764622978.2412708, "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": 1764622978.241622, "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  {#-- This ensures microbatch batches get unique temp relations to avoid clobbering --#}\n  {% if suffix == '__dbt_tmp' and model.batch %}\n    {% set suffix = suffix ~ '_' ~ model.batch.id %}\n  {% endif %}\n\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": 1764622978.2423656, "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": 1764622978.2429564, "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": 1764622978.2434275, "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": 1764622978.2440727, "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": 1764622978.2444272, "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.render() }}\n  {%- endcall %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1764622978.2448037, "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": 1764622978.2452874, "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": 1764622978.2463539, "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": 1764622978.2468078, "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": 1764622978.2470875, "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": 1764622978.248641, "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": 1764622978.2492635, "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": 1764622978.2497003, "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": 1764622978.250225, "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": 1764622978.2506034, "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": 1764622978.2509272, "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": 1764622978.2512772, "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": 1764622978.251775, "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": 1764622978.2521758, "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": 1764622978.2527874, "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": 1764622978.2531512, "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": 1764622978.253483, "supported_languages": null}, "macro.dbt.get_catalog_for_single_relation": {"name": "get_catalog_for_single_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.get_catalog_for_single_relation", "macro_sql": "{% macro get_catalog_for_single_relation(relation) %}\n  {{ return(adapter.dispatch('get_catalog_for_single_relation', 'dbt')(relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_catalog_for_single_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1764622978.2538462, "supported_languages": null}, "macro.dbt.default__get_catalog_for_single_relation": {"name": "default__get_catalog_for_single_relation", "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_for_single_relation", "macro_sql": "{% macro default__get_catalog_for_single_relation(relation) %}\n  {{ exceptions.raise_not_implemented(\n    'get_catalog_for_single_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": 1764622978.2541611, "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": 1764622978.2544987, "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": 1764622978.2547998, "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": 1764622978.2551975, "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": 1764622978.2555485, "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": 1764622978.2564201, "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": 1764622978.256737, "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": 1764622978.2570236, "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": 1764622978.2572355, "supported_languages": null}, "macro.dbt.get_snapshot_get_time_data_type": {"name": "get_snapshot_get_time_data_type", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.get_snapshot_get_time_data_type", "macro_sql": "{% macro get_snapshot_get_time_data_type() %}\n    {% set snapshot_time = adapter.dispatch('snapshot_get_time', 'dbt')() %}\n    {% set time_data_type_sql = 'select ' ~ snapshot_time ~ ' as dbt_snapshot_time' %}\n    {% set snapshot_time_column_schema = get_column_schema_from_query(time_data_type_sql) %}\n    {% set time_data_type = snapshot_time_column_schema[0].dtype %}\n    {{ return(time_data_type or none) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.snapshot_get_time", "macro.dbt_postgres.postgres__snapshot_get_time", "macro.dbt.get_column_schema_from_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1764622978.2581844, "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": 1764622978.258537, "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": 1764622978.2587008, "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": 1764622978.259032, "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": 1764622978.2593577, "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": 1764622978.2599764, "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": 1764622978.260344, "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": 1764622978.26068, "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": 1764622978.2610404, "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": 1764622978.2618985, "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": 1764622978.262711, "supported_languages": null}, "macro.dbt.collect_freshness_custom_sql": {"name": "collect_freshness_custom_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/freshness.sql", "original_file_path": "macros/adapters/freshness.sql", "unique_id": "macro.dbt.collect_freshness_custom_sql", "macro_sql": "{% macro collect_freshness_custom_sql(source, loaded_at_query) %}\n  {{ return(adapter.dispatch('collect_freshness_custom_sql', 'dbt')(source, loaded_at_query))}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__collect_freshness_custom_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1764622978.2631154, "supported_languages": null}, "macro.dbt.default__collect_freshness_custom_sql": {"name": "default__collect_freshness_custom_sql", "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_custom_sql", "macro_sql": "{% macro default__collect_freshness_custom_sql(source, loaded_at_query) %}\n  {% call statement('collect_freshness_custom_sql', fetch_result=True, auto_begin=False) -%}\n  with source_query as (\n    {{ loaded_at_query }}\n  )\n  select\n    (select * from source_query) as max_loaded_at,\n    {{ current_timestamp() }} as snapshotted_at\n  {% endcall %}\n  {{ return(load_result('collect_freshness_custom_sql')) }}\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": 1764622978.2637415, "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 is not none -%}\n  {{ sql_header }}\n  {%- endif %}\n  {{ get_limit_subquery_sql(compiled_code, limit) }}\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": 1764622978.2644784, "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": "\n{%- macro get_limit_subquery_sql(sql, limit) -%}\n  {{ adapter.dispatch('get_limit_sql', 'dbt')(sql, limit) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__get_limit_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1764622978.2648456, "supported_languages": null}, "macro.dbt.default__get_limit_sql": {"name": "default__get_limit_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_sql", "macro_sql": "{% macro default__get_limit_sql(sql, limit) %}\n  {{ sql }}\n  {% if limit is not none %}\n  limit {{ limit }}\n  {%- endif -%}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1764622978.265218, "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": 1764622978.265759, "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": 1764622978.2661967, "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": 1764622978.2670875, "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": 1764622978.2673597, "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": 1764622978.2678132, "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": 1764622978.2686172, "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": 1764622978.2689903, "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": 1764622978.269268, "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": 1764622978.2696006, "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": 1764622978.269859, "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": 1764622978.2718935, "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": 1764622978.2721338, "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": 1764622978.2724607, "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": 1764622978.2727103, "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": 1764622978.2733731, "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": 1764622978.2737606, "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.render() }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1764622978.2740078, "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": 1764622978.2744544, "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.render() }} 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": 1764622978.274887, "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": 1764622978.2753322, "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.render() }} 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": 1764622978.2757583, "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": 1764622978.2761981, "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": 1764622978.2777236, "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": 1764622978.2781029, "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": 1764622978.2786117, "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": 1764622978.279066, "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.render() ~': 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": 1764622978.2813284, "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": 1764622978.2834995, "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": 1764622978.2838278, "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": 1764622978.2844331, "supported_languages": null}, "macro.dbt.get_list_of_column_names": {"name": "get_list_of_column_names", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.get_list_of_column_names", "macro_sql": "\n\n{%- macro get_list_of_column_names(columns) -%}\n  {% set col_names = [] %}\n  {% for col in columns %}\n    {% do col_names.append(col.name) %}\n  {% endfor %}\n  {{ return(col_names) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1764622978.2850218, "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": 1764622978.2854433, "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": 1764622978.285864, "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": 1764622978.2862167, "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', 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": ["macro.dbt.cast"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1764622978.2884803, "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": 1764622978.289148, "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": 1764622978.2895186, "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": 1764622978.29019, "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": 1764622978.2906442, "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.render() }} add column {{ adapter.quote(tmp_column) }} {{ new_column_type }};\n    update {{ relation.render() }} set {{ adapter.quote(tmp_column) }} = {{ adapter.quote(column_name) }};\n    alter table {{ relation.render() }} drop column {{ adapter.quote(column_name) }} cascade;\n    alter table {{ relation.render() }} 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": 1764622978.2920592, "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": 1764622978.292576, "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.render() }}\n\n            {% for column in add_columns %}\n               add column {{ column.quoted }} {{ 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.quoted }}{{ ',' 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": 1764622978.2941449, "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": 1764622978.2949982, "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": 1764622978.2953365, "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": 1764622978.2957559, "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": 1764622978.2960877, "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": 1764622978.2966342, "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": 1764622978.2975667, "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": 1764622978.2983952, "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": 1764622978.2988968, "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": 1764622978.299503, "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": 1764622978.3000827, "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": 1764622978.3034642, "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": 1764622978.3049607, "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": 1764622978.3066902, "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": 1764622978.3081212, "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": 1764622978.309546, "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": 1764622978.3113086, "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": 1764622978.3116865, "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": 1764622978.312637, "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": 1764622978.3128674, "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": 1764622978.3199162, "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": 1764622978.3202019, "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": 1764622978.3203602, "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": 1764622978.3240201, "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": 1764622978.3262908, "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": 1764622978.3269575, "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": 1764622978.3275042, "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": 1764622978.3280344, "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": 1764622978.3286126, "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": 1764622978.3290064, "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": 1764622978.329406, "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": 1764622978.330186, "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": 1764622978.3309524, "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": 1764622978.3316643, "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": 1764622978.3323815, "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": 1764622978.3333786, "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": 1764622978.335101, "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": 1764622978.335993, "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": 1764622978.3369093, "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": 1764622978.3379614, "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": 1764622978.3387032, "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": 1764622978.339552, "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 {{ dbt.type_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": ["macro.dbt.type_numeric"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1764622978.341201, "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": 1764622978.3420262, "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            {% do 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": 1764622978.3432717, "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": 1764622978.343997, "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": 1764622978.3446043, "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": 1764622978.345634, "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": 1764622978.3474143, "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": 1764622978.3481958, "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": 1764622978.3490958, "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": 1764622978.350634, "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": 1764622978.3536818, "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": 1764622978.3544207, "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": 1764622978.3551009, "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": 1764622978.3561702, "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": 1764622978.3581514, "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, exclude_columns=None, precision = None) %}\n  {{ return(adapter.dispatch('test_equality', 'dbt_utils')(model, compare_model, compare_columns, exclude_columns, precision)) }}\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": 1764622978.3603125, "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, exclude_columns=None, precision = None) %}\n\n{%- if compare_columns and exclude_columns -%}\n    {{ exceptions.raise_compiler_error(\"Both a compare and an ignore list were provided to the `equality` macro. Only one is allowed\") }}\n{%- endif -%}\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\n\n-- setup\n{%- do dbt_utils._is_relation(model, 'test_equality') -%}\n\n{# Ensure there are no extra columns in the compare_model vs model #}\n{%- if not compare_columns -%}\n    {%- do dbt_utils._is_ephemeral(model, 'test_equality') -%}\n    {%- do dbt_utils._is_ephemeral(compare_model, 'test_equality') -%}\n\n    {%- set model_columns = adapter.get_columns_in_relation(model) -%}\n    {%- set compare_model_columns = adapter.get_columns_in_relation(compare_model) -%}\n\n\n    {%- if exclude_columns -%}\n        {#-- Lower case ignore columns for easier comparison --#}\n        {%- set exclude_columns = exclude_columns | map(\"lower\") | list %}\n\n        {# Filter out the excluded columns #}\n        {%- set include_columns = [] %}\n        {%- set include_model_columns = [] %}\n        {%- for column in model_columns -%}\n            {%- if column.name | lower not in exclude_columns -%}\n                {% do include_columns.append(column) %}\n            {%- endif %}\n        {%- endfor %}\n        {%- for column in compare_model_columns -%}\n            {%- if column.name | lower not in exclude_columns -%}\n                {% do include_model_columns.append(column) %}\n            {%- endif %}\n        {%- endfor %}\n\n        {%- set compare_columns_set = set(include_columns | map(attribute='quoted') | map(\"lower\")) %}\n        {%- set compare_model_columns_set = set(include_model_columns | map(attribute='quoted') | map(\"lower\")) %}\n    {%- else -%}\n        {%- set compare_columns_set = set(model_columns | map(attribute='quoted') | map(\"lower\")) %}\n        {%- set compare_model_columns_set = set(compare_model_columns | map(attribute='quoted') | map(\"lower\")) %}\n    {%- endif -%}\n\n    {% if compare_columns_set != compare_model_columns_set %}\n        {{ exceptions.raise_compiler_error(compare_model ~\" has less columns than \" ~ model ~ \", please ensure they have the same columns or use the `compare_columns` or `exclude_columns` arguments to subset them.\") }}\n    {% endif %}\n\n\n{% endif %}\n\n{%- if not precision -%}\n    {%- if not compare_columns -%}\n        {# \n            You cannot get the columns in an ephemeral model (due to not existing in the information schema),\n            so if the user does not provide an explicit list of columns we must error in the case it is ephemeral\n        #}\n        {%- do dbt_utils._is_ephemeral(model, 'test_equality') -%}\n        {%- set compare_columns = adapter.get_columns_in_relation(model)-%}\n\n        {%- if exclude_columns -%}\n            {#-- Lower case ignore columns for easier comparison --#}\n            {%- set exclude_columns = exclude_columns | map(\"lower\") | list %}\n\n            {# Filter out the excluded columns #}\n            {%- set include_columns = [] %}\n            {%- for column in compare_columns -%}\n                {%- if column.name | lower not in exclude_columns -%}\n                    {% do include_columns.append(column) %}\n                {%- endif %}\n            {%- endfor %}\n\n            {%- set compare_columns = include_columns | map(attribute='quoted') %}\n        {%- else -%} {# Compare columns provided #}\n            {%- set compare_columns = compare_columns | map(attribute='quoted') %}\n        {%- endif -%}\n    {%- endif -%}\n\n    {% set compare_cols_csv = compare_columns | join(', ') %}\n\n{% else %} {# Precision required #}\n    {#-\n        If rounding is required, we need to get the types, so it cannot be ephemeral even if they provide column names\n    -#}\n    {%- do dbt_utils._is_ephemeral(model, 'test_equality') -%}\n    {%- set columns = adapter.get_columns_in_relation(model) -%}\n\n    {% set columns_list = [] %}\n    {%- for col in columns -%}\n        {%- if (\n                (col.name|lower in compare_columns|map('lower') or not compare_columns) and\n                (col.name|lower not in exclude_columns|map('lower') or not exclude_columns)\n                ) -%}\n            {# Databricks double type is not picked up by any number type checks in dbt #}\n            {%- if col.is_float() or col.is_numeric() or col.data_type == 'double' -%}\n                {# Cast is required due to postgres not having round for a double precision number #}\n                {%- do columns_list.append('round(cast(' ~ col.quoted ~ ' as ' ~ dbt.type_numeric() ~ '),' ~ precision ~ ') as ' ~ col.quoted) -%}\n            {%- else -%} {# Non-numeric type #}\n                {%- do columns_list.append(col.quoted) -%}\n            {%- endif -%}\n        {% endif %}\n    {%- endfor -%}\n\n    {% set compare_cols_csv = columns_list | join(', ') %}\n\n{% endif %}\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.type_numeric", "macro.dbt.except"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1764622978.3680665, "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": 1764622978.369029, "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      {% if group_by_columns|length() == 0 %}\n        where {{ column_name }} is not null\n        limit 1\n      {% endif %}\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": 1764622978.3708673, "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": 1764622978.3719997, "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": 1764622978.374143, "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": 1764622978.374819, "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": 1764622978.376103, "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": 1764622978.3767118, "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": 1764622978.3773503, "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": 1764622978.3779747, "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": 1764622978.378891, "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": 1764622978.3804204, "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": 1764622978.3821952, "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": 1764622978.383575, "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": 1764622978.3865523, "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": 1764622978.3876762, "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": 1764622978.388104, "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    select *\n    from {{ relation }} as tt\n    qualify\n        row_number() over (\n            partition by {{ partition_by }}\n            order by {{ order_by }}\n        ) = 1\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1764622978.3884432, "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": 1764622978.3888507, "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": 1764622978.3891876, "supported_languages": null}, "macro.dbt_utils.databricks__deduplicate": {"name": "databricks__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.databricks__deduplicate", "macro_sql": "\n{%- macro databricks__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": 1764622978.3895369, "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": 1764622978.3898826, "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": 1764622978.3906648, "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": 1764622978.3921096, "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": 1764622978.3929555, "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": 1764622978.3938627, "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": 1764622978.3942509, "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', quote_identifiers=False) -%}\n    {{ return(adapter.dispatch('unpivot', 'dbt_utils')(relation, cast_to, exclude, remove, field_name, value_name, quote_identifiers)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__unpivot"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1764622978.395727, "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', quote_identifiers=False) -%}\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    {%- set current_col_name = adapter.quote(col.column) if quote_identifiers else col.column -%}\n    select\n      {%- for exclude_col in exclude %}\n        {{ adapter.quote(exclude_col) if quote_identifiers else exclude_col }},\n      {%- endfor %}\n\n      cast('{{ col.column }}' as {{ dbt.type_string() }}) as {{ adapter.quote(field_name) if quote_identifiers else field_name  }},\n      cast(  {% if col.data_type == 'boolean' %}\n           {{ dbt.cast_bool_to_text(current_col_name) }}\n             {% else %}\n           {{ current_col_name }}\n             {% endif %}\n           as {{ cast_to }}) as {{ adapter.quote(value_name) if quote_identifiers else 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": 1764622978.3994884, "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": 1764622978.4001715, "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": 1764622978.4006543, "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": 1764622978.4012952, "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": 1764622978.4024625, "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": 1764622978.4030702, "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": 1764622978.4037793, "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": 1764622978.404318, "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": 1764622978.4046109, "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": 1764622978.4055414, "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": 1764622978.406704, "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": 1764622978.4071555, "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 generated_number) - 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": 1764622978.4078624, "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": 1764622978.4087677, "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": 1764622978.410439, "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": 1764622978.4119604, "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": 1764622978.4126937, "supported_languages": null}, "macro.dbt_utils.redshift__get_tables_by_pattern_sql": {"name": "redshift__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.redshift__get_tables_by_pattern_sql", "macro_sql": "{% macro redshift__get_tables_by_pattern_sql(schema_pattern, table_pattern, exclude='', database=target.database) %}\n\n    {% set sql %}\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        union all\n        select distinct\n            schemaname as {{ adapter.quote('table_schema') }},\n            tablename as {{ adapter.quote('table_name') }},\n            'external' as {{ adapter.quote('table_type') }}\n        from svv_external_tables\n        where redshift_database_name = '{{ database }}'\n        and schemaname ilike '{{ schema_pattern }}'\n        and table_name ilike '{{ table_pattern }}'\n        and table_name not ilike '{{ exclude }}'\n    {% endset %}\n\n    {{ return(sql) }}\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": 1764622978.4141479, "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": 1764622978.4155896, "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": 1764622978.4165878, "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": 1764622978.4172173, "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": 1764622978.4183073, "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": 1764622978.419214, "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": 1764622978.420888, "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": 1764622978.4228764, "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": 1764622978.4296992, "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": 1764622978.430596, "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": 1764622978.4311583, "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": 1764622978.4322665, "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": 1764622978.4338982, "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": 1764622978.4344857, "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": 1764622978.435161, "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": 1764622978.4365728, "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": 1764622978.4393525, "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": 1764622978.4400783, "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": 1764622978.441333, "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": 1764622978.442149, "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": 1764622978.4436758, "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": 1764622978.4443235, "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": 1764622978.444631, "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": 1764622978.4449055, "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": 1764622978.4452195, "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": 1764622978.4457664, "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": 1764622978.4463685, "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": 1764622978.4471147, "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": 1764622978.4476924, "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": 1764622978.4485283, "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": 1764622978.4493294, "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": 1764622978.4497192, "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": 1764622978.4507341, "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": 1764622978.4513602, "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": 1764622978.4524224, "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": 1764622978.4530146, "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": 1764622978.4533494, "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{% if not string %}\n{{ return('') }}\n{% endif %}\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": 1764622978.4547932, "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": 1764622978.4556646, "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": 1764622978.4561937, "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": 1764622978.4565926, "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": 1764622978.4570765, "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": 1764622978.457414, "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": 1764622978.4589152, "supported_languages": null}, "macro.linkedin.linkedin_ads_persist_pass_through_columns": {"name": "linkedin_ads_persist_pass_through_columns", "resource_type": "macro", "package_name": "linkedin", "path": "macros/linkedin_ads_persist_pass_through_columns.sql", "original_file_path": "macros/linkedin_ads_persist_pass_through_columns.sql", "unique_id": "macro.linkedin.linkedin_ads_persist_pass_through_columns", "macro_sql": "{% macro linkedin_ads_persist_pass_through_columns(pass_through_variable, identifier=none, transform='', coalesce_with=none, except_variable=none, exclude_fields=[]) %}\n\n{% set except_fields = [] %}\n{% if except_variable is not none %}\n    {# Start creating list of fields to exclude #}\n    {% for item in var(except_variable) %}\n        {% do except_fields.append(item.name) %}\n    {% endfor %}\n{% endif %}\n\n{% for field in exclude_fields %}\n    {% do except_fields.append(field) %}\n{% endfor %}\n\n{% if var(pass_through_variable, none) %}\n    {% for field in var(pass_through_variable) %}\n    {% set field_name = field.alias|default(field.name)|lower if field is mapping else field|lower %}\n    \n        {% if field_name not in except_fields %}\n        , {{ transform ~ '(' ~ ('coalesce(' if coalesce_with is not none else '') ~ (identifier ~ '.' if identifier else '') ~ field_name ~ ((', ' ~ coalesce_with ~ ')') if coalesce_with is not none else '') ~ ')' }} as {{ field_name }}\n        {% endif %}\n\n    {% endfor %}\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1764622978.4617157, "supported_languages": null}, "macro.linkedin.get_creative_history_columns": {"name": "get_creative_history_columns", "resource_type": "macro", "package_name": "linkedin", "path": "macros/staging/get_creative_history_columns.sql", "original_file_path": "macros/staging/get_creative_history_columns.sql", "unique_id": "macro.linkedin.get_creative_history_columns", "macro_sql": "{% macro get_creative_history_columns() %}\n\n{% set columns = [\n    {\"name\": \"campaign_id\", \"datatype\": dbt.type_int()},\n    {\"name\": \"click_uri\", \"datatype\": dbt.type_string()},\n    {\"name\": \"created_time\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"created_at\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"id\", \"datatype\": dbt.type_int()},\n    {\"name\": \"last_modified_time\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"last_modified_at\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"intended_status\", \"datatype\": dbt.type_string()},\n    {\"name\": \"status\", \"datatype\": dbt.type_string()},\n    {\"name\": \"text_ad_landing_page\", \"datatype\": dbt.type_string()},\n    {\"name\": \"spotlight_landing_page\", \"datatype\": dbt.type_string()}\n] %}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_int", "macro.dbt.type_string", "macro.dbt.type_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1764622978.4640527, "supported_languages": null}, "macro.linkedin.linkedin_ads_extract_url_parameter": {"name": "linkedin_ads_extract_url_parameter", "resource_type": "macro", "package_name": "linkedin", "path": "macros/staging/linkedin_ads_extract_url_parameters.sql", "original_file_path": "macros/staging/linkedin_ads_extract_url_parameters.sql", "unique_id": "macro.linkedin.linkedin_ads_extract_url_parameter", "macro_sql": "{% macro linkedin_ads_extract_url_parameter(field, url_parameter) -%}\n\n{{ return(adapter.dispatch('linkedin_ads_extract_url_parameter', 'linkedin') (field, url_parameter)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.linkedin.default__linkedin_ads_extract_url_parameter"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1764622978.464701, "supported_languages": null}, "macro.linkedin.default__linkedin_ads_extract_url_parameter": {"name": "default__linkedin_ads_extract_url_parameter", "resource_type": "macro", "package_name": "linkedin", "path": "macros/staging/linkedin_ads_extract_url_parameters.sql", "original_file_path": "macros/staging/linkedin_ads_extract_url_parameters.sql", "unique_id": "macro.linkedin.default__linkedin_ads_extract_url_parameter", "macro_sql": "{% macro default__linkedin_ads_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": 1764622978.4650025, "supported_languages": null}, "macro.linkedin.spark__linkedin_ads_extract_url_parameter": {"name": "spark__linkedin_ads_extract_url_parameter", "resource_type": "macro", "package_name": "linkedin", "path": "macros/staging/linkedin_ads_extract_url_parameters.sql", "original_file_path": "macros/staging/linkedin_ads_extract_url_parameters.sql", "unique_id": "macro.linkedin.spark__linkedin_ads_extract_url_parameter", "macro_sql": "{% macro spark__linkedin_ads_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": 1764622978.4654002, "supported_languages": null}, "macro.linkedin.linkedin_ads_add_pass_through_columns": {"name": "linkedin_ads_add_pass_through_columns", "resource_type": "macro", "package_name": "linkedin", "path": "macros/staging/linkedin_ads_add_pass_through_columns.sql", "original_file_path": "macros/staging/linkedin_ads_add_pass_through_columns.sql", "unique_id": "macro.linkedin.linkedin_ads_add_pass_through_columns", "macro_sql": "{% macro linkedin_ads_add_pass_through_columns(base_columns, pass_through_fields, except_fields=[]) %}\n\n{% if pass_through_fields %}\n    {% for column in pass_through_fields %}\n\n        {% if column is mapping %}\n        {% set col_name = column.alias|default(column.name)|lower %}\n        \n            {% if col_name not in except_fields %}\n                {% if column.alias %}\n                    {% do base_columns.append({ \"name\": column.name, \"alias\": column.alias, \"datatype\": column.datatype if column.datatype else dbt.type_string()}) %}\n                {% else %}\n                    {% do base_columns.append({ \"name\": column.name, \"datatype\": column.datatype if column.datatype else dbt.type_string()}) %}\n                {% endif %}\n            {% endif %}\n\n        {% else %}\n            {% if column|lower not in except_fields %}\n                {% do base_columns.append({ \"name\": column, \"datatype\": dbt.type_string()}) %}\n            {% endif %}\n        {% endif %}\n\n    {% endfor %}\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": 1764622978.4679618, "supported_languages": null}, "macro.linkedin.get_ad_analytics_by_campaign_columns": {"name": "get_ad_analytics_by_campaign_columns", "resource_type": "macro", "package_name": "linkedin", "path": "macros/staging/get_ad_analytics_by_campaign_columns.sql", "original_file_path": "macros/staging/get_ad_analytics_by_campaign_columns.sql", "unique_id": "macro.linkedin.get_ad_analytics_by_campaign_columns", "macro_sql": "{% macro get_ad_analytics_by_campaign_columns() %}\n\n{% set columns = [\n    {\"name\": \"campaign_id\", \"datatype\": dbt.type_int()},\n    {\"name\": \"clicks\", \"datatype\": dbt.type_int()},\n    {\"name\": \"cost_in_local_currency\", \"datatype\": dbt.type_numeric()},\n    {\"name\": \"cost_in_usd\", \"datatype\": dbt.type_numeric()},\n    {\"name\": \"day\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"impressions\", \"datatype\": dbt.type_int()},\n    {\"name\": \"conversion_value_in_local_currency\", \"datatype\": dbt.type_numeric()}\n] %}\n\n{{ fivetran_utils.add_pass_through_columns(columns, var('linkedin_ads__conversion_fields')) }}\n\n{# Doing it this way in case users were bringing in conversion metrics via passthrough columns prior to us adding them by default #}\n{{ linkedin_ads_add_pass_through_columns(base_columns=columns, pass_through_fields=var('linkedin_ads__campaign_passthrough_metrics'), except_fields=(var('linkedin_ads__conversion_fields') + ['conversion_value_in_local_currency'])) }}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_int", "macro.dbt.type_numeric", "macro.dbt.type_timestamp", "macro.fivetran_utils.add_pass_through_columns", "macro.linkedin.linkedin_ads_add_pass_through_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1764622978.470219, "supported_languages": null}, "macro.linkedin.get_account_history_columns": {"name": "get_account_history_columns", "resource_type": "macro", "package_name": "linkedin", "path": "macros/staging/get_account_history_columns.sql", "original_file_path": "macros/staging/get_account_history_columns.sql", "unique_id": "macro.linkedin.get_account_history_columns", "macro_sql": "{% macro get_account_history_columns() %}\n\n{% set columns = [\n    {\"name\": \"created_time\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"currency\", \"datatype\": dbt.type_string()},\n    {\"name\": \"id\", \"datatype\": dbt.type_int()},\n    {\"name\": \"last_modified_time\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"name\", \"datatype\": dbt.type_string()},\n    {\"name\": \"status\", \"datatype\": dbt.type_string()},\n    {\"name\": \"type\", \"datatype\": dbt.type_string()},\n    {\"name\": \"version_tag\", \"datatype\": dbt.type_string()}\n] %}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["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": 1764622978.4720316, "supported_languages": null}, "macro.linkedin.get_geo_columns": {"name": "get_geo_columns", "resource_type": "macro", "package_name": "linkedin", "path": "macros/staging/get_geo_columns.sql", "original_file_path": "macros/staging/get_geo_columns.sql", "unique_id": "macro.linkedin.get_geo_columns", "macro_sql": "{% macro get_geo_columns() %}\n\n{% set columns = [\n    {\"name\": \"id\", \"datatype\": dbt.type_int()},\n    {\"name\": \"value\", \"datatype\": dbt.type_string()}\n] %}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_int", "macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1764622978.4728184, "supported_languages": null}, "macro.linkedin.date_from_month_string": {"name": "date_from_month_string", "resource_type": "macro", "package_name": "linkedin", "path": "macros/staging/date_from_month_string.sql", "original_file_path": "macros/staging/date_from_month_string.sql", "unique_id": "macro.linkedin.date_from_month_string", "macro_sql": "{% macro date_from_month_string(month_str) %}\n    {{ return(adapter.dispatch('date_from_month_string', 'linkedin')(month_str)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.linkedin.default__date_from_month_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1764622978.473428, "supported_languages": null}, "macro.linkedin.default__date_from_month_string": {"name": "default__date_from_month_string", "resource_type": "macro", "package_name": "linkedin", "path": "macros/staging/date_from_month_string.sql", "original_file_path": "macros/staging/date_from_month_string.sql", "unique_id": "macro.linkedin.default__date_from_month_string", "macro_sql": "{% macro default__date_from_month_string(month_str) %}\n    to_date(\n        split_part({{ month_str }}, '-', 1) || '-' || lpad(split_part({{ month_str }}, '-', 2), 2, '0') || '-01',\n        'YYYY-MM-DD'\n    )\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1764622978.4737117, "supported_languages": null}, "macro.linkedin.bigquery__date_from_month_string": {"name": "bigquery__date_from_month_string", "resource_type": "macro", "package_name": "linkedin", "path": "macros/staging/date_from_month_string.sql", "original_file_path": "macros/staging/date_from_month_string.sql", "unique_id": "macro.linkedin.bigquery__date_from_month_string", "macro_sql": "{% macro bigquery__date_from_month_string(month_str) %}\n    parse_date('%Y-%m-%d', concat(split({{ month_str }}, '-')[offset(0)], '-', lpad(split({{ month_str }}, '-')[offset(1)], 2, '0'), '-01'))\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1764622978.4739683, "supported_languages": null}, "macro.linkedin.databricks__date_from_month_string": {"name": "databricks__date_from_month_string", "resource_type": "macro", "package_name": "linkedin", "path": "macros/staging/date_from_month_string.sql", "original_file_path": "macros/staging/date_from_month_string.sql", "unique_id": "macro.linkedin.databricks__date_from_month_string", "macro_sql": "{% macro databricks__date_from_month_string(month_str) %}\n    to_date(\n        concat(split({{ month_str }}, '-')[0], '-', lpad(split({{ month_str }}, '-')[1], 2, '0'), '-01')\n    )\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1764622978.4742203, "supported_languages": null}, "macro.linkedin.get_campaign_history_columns": {"name": "get_campaign_history_columns", "resource_type": "macro", "package_name": "linkedin", "path": "macros/staging/get_campaign_history_columns.sql", "original_file_path": "macros/staging/get_campaign_history_columns.sql", "unique_id": "macro.linkedin.get_campaign_history_columns", "macro_sql": "{% macro get_campaign_history_columns() %}\n\n{% set columns = [\n    {\"name\": \"account_id\", \"datatype\": dbt.type_int()},\n    {\"name\": \"audience_expansion_enabled\", \"datatype\": \"boolean\"},\n    {\"name\": \"campaign_group_id\", \"datatype\": dbt.type_int()},\n    {\"name\": \"cost_type\", \"datatype\": dbt.type_string()},\n    {\"name\": \"created_time\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"creative_selection\", \"datatype\": dbt.type_string()},\n    {\"name\": \"daily_budget_amount\", \"datatype\": dbt.type_float()},\n    {\"name\": \"daily_budget_currency_code\", \"datatype\": dbt.type_string()},\n    {\"name\": \"format\", \"datatype\": dbt.type_string()},\n    {\"name\": \"id\", \"datatype\": dbt.type_int()},\n    {\"name\": \"last_modified_time\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"locale_country\", \"datatype\": dbt.type_string()},\n    {\"name\": \"locale_language\", \"datatype\": dbt.type_string()},\n    {\"name\": \"name\", \"datatype\": dbt.type_string()},\n    {\"name\": \"objective_type\", \"datatype\": dbt.type_string()},\n    {\"name\": \"offsite_delivery_enabled\", \"datatype\": \"boolean\"},\n    {\"name\": \"optimization_target_type\", \"datatype\": dbt.type_string()},\n    {\"name\": \"run_schedule_end\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"run_schedule_start\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"status\", \"datatype\": dbt.type_string()},\n    {\"name\": \"type\", \"datatype\": dbt.type_string()},\n    {\"name\": \"unit_cost_amount\", \"datatype\": dbt.type_float()},\n    {\"name\": \"unit_cost_currency_code\", \"datatype\": dbt.type_string()},\n    {\"name\": \"version_tag\", \"datatype\": dbt.type_string()}\n] %}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_int", "macro.dbt.type_string", "macro.dbt.type_timestamp", "macro.dbt.type_float"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1764622978.4787583, "supported_languages": null}, "macro.linkedin.get_monthly_ad_analytics_by_member_region_columns": {"name": "get_monthly_ad_analytics_by_member_region_columns", "resource_type": "macro", "package_name": "linkedin", "path": "macros/staging/get_monthly_ad_analytics_by_member_region_columns.sql", "original_file_path": "macros/staging/get_monthly_ad_analytics_by_member_region_columns.sql", "unique_id": "macro.linkedin.get_monthly_ad_analytics_by_member_region_columns", "macro_sql": "{% macro get_monthly_ad_analytics_by_member_region_columns() %}\n\n{% set columns = [\n    {\"name\": \"campaign_id\", \"datatype\": dbt.type_int()},\n    {\"name\": \"month\", \"datatype\": dbt.type_string(), \"alias\": \"date_month\"},\n    {\"name\": \"clicks\", \"datatype\": dbt.type_int()},\n    {\"name\": \"member_region\", \"datatype\": dbt.type_int()},\n    {\"name\": \"impressions\", \"datatype\": dbt.type_int()},\n    {\"name\": \"conversion_value_in_local_currency\", \"datatype\": dbt.type_numeric()},\n    {\"name\": \"cost_in_local_currency\", \"datatype\": dbt.type_numeric()},\n    {\"name\": \"cost_in_usd\", \"datatype\": dbt.type_numeric()}\n] %}\n\n{{ fivetran_utils.add_pass_through_columns(columns, var('linkedin_ads__conversion_fields')) }}\n\n{{ linkedin_ads_add_pass_through_columns(base_columns=columns, pass_through_fields=var('linkedin_ads__monthly_ad_analytics_by_member_region_passthrough_metrics')) }}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_int", "macro.dbt.type_string", "macro.dbt.type_numeric", "macro.fivetran_utils.add_pass_through_columns", "macro.linkedin.linkedin_ads_add_pass_through_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1764622978.4809725, "supported_languages": null}, "macro.linkedin.get_monthly_ad_analytics_by_member_country_columns": {"name": "get_monthly_ad_analytics_by_member_country_columns", "resource_type": "macro", "package_name": "linkedin", "path": "macros/staging/get_monthly_ad_analytics_by_member_country_columns.sql", "original_file_path": "macros/staging/get_monthly_ad_analytics_by_member_country_columns.sql", "unique_id": "macro.linkedin.get_monthly_ad_analytics_by_member_country_columns", "macro_sql": "{% macro get_monthly_ad_analytics_by_member_country_columns() %}\n\n{% set columns = [\n    {\"name\": \"campaign_id\", \"datatype\": dbt.type_int()},\n    {\"name\": \"month\", \"datatype\": dbt.type_string(), \"alias\": \"date_month\"},\n    {\"name\": \"clicks\", \"datatype\": dbt.type_int()},\n    {\"name\": \"member_country\", \"datatype\": dbt.type_int()},\n    {\"name\": \"impressions\", \"datatype\": dbt.type_int()},\n    {\"name\": \"conversion_value_in_local_currency\", \"datatype\": dbt.type_numeric()},\n    {\"name\": \"cost_in_local_currency\", \"datatype\": dbt.type_numeric()},\n    {\"name\": \"cost_in_usd\", \"datatype\": dbt.type_numeric()}\n] %}\n\n{{ fivetran_utils.add_pass_through_columns(columns, var('linkedin_ads__conversion_fields')) }}\n\n{{ linkedin_ads_add_pass_through_columns(base_columns=columns, pass_through_fields=var('linkedin_ads__monthly_ad_analytics_by_member_country_passthrough_metrics')) }}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_int", "macro.dbt.type_string", "macro.dbt.type_numeric", "macro.fivetran_utils.add_pass_through_columns", "macro.linkedin.linkedin_ads_add_pass_through_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1764622978.4831858, "supported_languages": null}, "macro.linkedin.get_campaign_group_history_columns": {"name": "get_campaign_group_history_columns", "resource_type": "macro", "package_name": "linkedin", "path": "macros/staging/get_campaign_group_history_columns.sql", "original_file_path": "macros/staging/get_campaign_group_history_columns.sql", "unique_id": "macro.linkedin.get_campaign_group_history_columns", "macro_sql": "{% macro get_campaign_group_history_columns() %}\n\n{% set columns = [\n    {\"name\": \"account_id\", \"datatype\": dbt.type_int()},\n    {\"name\": \"backfilled\", \"datatype\": \"boolean\"},\n    {\"name\": \"created_time\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"id\", \"datatype\": dbt.type_int()},\n    {\"name\": \"last_modified_time\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"name\", \"datatype\": dbt.type_string()},\n    {\"name\": \"run_schedule_end\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"run_schedule_start\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"status\", \"datatype\": dbt.type_string()}\n] %}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_int", "macro.dbt.type_timestamp", "macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1764622978.4851117, "supported_languages": null}, "macro.linkedin.get_ad_analytics_by_creative_columns": {"name": "get_ad_analytics_by_creative_columns", "resource_type": "macro", "package_name": "linkedin", "path": "macros/staging/get_ad_analytics_by_creative_columns.sql", "original_file_path": "macros/staging/get_ad_analytics_by_creative_columns.sql", "unique_id": "macro.linkedin.get_ad_analytics_by_creative_columns", "macro_sql": "{% macro get_ad_analytics_by_creative_columns() %}\n\n{% set columns = [\n    {\"name\": \"clicks\", \"datatype\": dbt.type_int()},\n    {\"name\": \"cost_in_local_currency\", \"datatype\": dbt.type_numeric()},\n    {\"name\": \"cost_in_usd\", \"datatype\": dbt.type_numeric()},\n    {\"name\": \"creative_id\", \"datatype\": dbt.type_int()},\n    {\"name\": \"day\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"impressions\", \"datatype\": dbt.type_int()},\n    {\"name\": \"conversion_value_in_local_currency\", \"datatype\": dbt.type_numeric()}\n] %}\n\n{{ fivetran_utils.add_pass_through_columns(columns, var('linkedin_ads__conversion_fields')) }}\n\n{# Doing it this way in case users were bringing in conversion metrics via passthrough columns prior to us adding them by default #}\n{{ linkedin_ads_add_pass_through_columns(base_columns=columns, pass_through_fields=var('linkedin_ads__creative_passthrough_metrics'), except_fields=(var('linkedin_ads__conversion_fields') + ['conversion_value_in_local_currency'])) }}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_int", "macro.dbt.type_numeric", "macro.dbt.type_timestamp", "macro.fivetran_utils.add_pass_through_columns", "macro.linkedin.linkedin_ads_add_pass_through_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1764622978.487281, "supported_languages": null}, "macro.linkedin.linkedin_ads_fill_pass_through_columns": {"name": "linkedin_ads_fill_pass_through_columns", "resource_type": "macro", "package_name": "linkedin", "path": "macros/staging/linkedin_ads_fill_pass_through_columns.sql", "original_file_path": "macros/staging/linkedin_ads_fill_pass_through_columns.sql", "unique_id": "macro.linkedin.linkedin_ads_fill_pass_through_columns", "macro_sql": "{% macro linkedin_ads_fill_pass_through_columns(pass_through_fields, except=[]) %}\n\n{% if pass_through_fields %}\n    {% for field in pass_through_fields %}\n        {% if (field.alias if field.alias else field.name) not in except %}\n            {% if field.transform_sql %}\n                , coalesce(cast({{ field.transform_sql }} as {{ dbt.type_float() }}), 0) as {{ field.alias if field.alias else field.name }}\n            {% else %}\n                , coalesce(cast({{ field.alias if field.alias else field.name }} as {{ dbt.type_float() }}), 0) as {{ field.alias if field.alias else field.name }}\n            {% endif %}\n        {% endif %}\n    {% endfor %}\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_float"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1764622978.4889557, "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": 1764622978.489788, "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": 1764622978.4917488, "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": 1764622978.492548, "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": 1764622978.4928823, "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": 1764622978.493205, "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": 1764622978.493548, "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": 1764622978.4938712, "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": 1764622978.4942157, "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": 1764622978.4953036, "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": 1764622978.4958277, "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": 1764622978.4965796, "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": 1764622978.4970992, "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": 1764622978.497313, "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": 1764622978.4976506, "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": 1764622978.497866, "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": 1764622978.4986432, "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": 1764622978.4989543, "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": 1764622978.499266, "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": 1764622978.4996274, "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": 1764622978.4999347, "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": 1764622978.5002408, "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": 1764622978.5016341, "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": 1764622978.5019655, "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": 1764622978.5022905, "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": 1764622978.5026407, "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": 1764622978.5062225, "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": 1764622978.5069625, "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": 1764622978.5080717, "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": 1764622978.5086036, "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": 1764622978.5090902, "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": 1764622978.5095792, "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": 1764622978.5100458, "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": 1764622978.5105877, "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": 1764622978.5111065, "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": 1764622978.5115962, "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": 1764622978.513658, "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": 1764622978.514787, "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": 1764622978.5204198, "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": 1764622978.5211248, "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": 1764622978.5217237, "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": 1764622978.5220213, "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": 1764622978.5224133, "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": 1764622978.522906, "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": 1764622978.5231183, "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": 1764622978.5233214, "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": 1764622978.5258534, "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": 1764622978.5267804, "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": 1764622978.529143, "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": 1764622978.5299208, "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": 1764622978.5308754, "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": 1764622978.5311568, "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": 1764622978.5317242, "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": 1764622978.5322824, "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": 1764622978.5325725, "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": 1764622978.532832, "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": 1764622978.5330875, "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": 1764622978.5333464, "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": 1764622978.5341218, "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": 1764622978.534394, "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": 1764622978.5346813, "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": 1764622978.5349493, "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": 1764622978.5352218, "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": 1764622978.536583, "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": 1764622978.5380352, "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": 1764622978.5392401, "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": 1764622978.5411952, "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": 1764622978.541826, "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": 1764622978.5420544, "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": 1764622978.5422869, "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": 1764622978.5425253, "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": 1764622978.542736, "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": 1764622978.5434926, "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": 1764622978.543909, "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": 1764622978.5443592, "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": 1764622978.5448472, "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": 1764622978.5450587, "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": 1764622978.545266, "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": 1764622978.547554, "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": 1764622978.5561488, "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": 1764622978.556935, "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": 1764622978.5579379, "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": 1764622978.5582898, "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": 1764622978.559868, "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": 1764622978.5610642, "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": 1764622978.5618353, "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": 1764622978.5625644, "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": 1764622978.5636961, "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": 1764622978.564513, "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": 1764622978.5648515, "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": 1764622978.5651853, "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": 1764622978.5655322, "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": 1764622978.5658276, "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": 1764622978.566154, "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"}, "doc.linkedin.source_relation": {"name": "source_relation", "resource_type": "doc", "package_name": "linkedin", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.linkedin.source_relation", "block_contents": "The source of the record if the unioning functionality is being used. If not this field will be empty."}}, "exposures": {}, "metrics": {}, "groups": {}, "selectors": {}, "disabled": {"test.linkedin_integration_tests.consistency_campaign_group_report": [{"database": "postgres", "schema": "public_dbt_test__audit", "name": "consistency_campaign_group_report", "resource_type": "test", "package_name": "linkedin_integration_tests", "path": "consistency/consistency_campaign_group_report.sql", "original_file_path": "tests/consistency/consistency_campaign_group_report.sql", "unique_id": "test.linkedin_integration_tests.consistency_campaign_group_report", "fqn": ["linkedin_integration_tests", "consistency", "consistency_campaign_group_report"], "alias": "consistency_campaign_group_report", "checksum": {"name": "sha256", "checksum": "56016ee7ab3637e3f9bbe80947384124efda431106cfd653447079584a5311a3"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "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": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"tags": "fivetran_validations", "enabled": false}, "created_at": 1764622979.3040516, "relation_name": null, "raw_code": "{{ config(\n    tags=\"fivetran_validations\",\n    enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\nwith prod as (\n    select\n        campaign_group_id,\n        sum(clicks) as clicks, \n        sum(impressions) as impressions,\n        sum(cost) as cost,\n        sum(total_conversions) as total_conversions,\n        sum(conversion_value_in_local_currency) as conversion_value_in_local_currency\n    from {{ target.schema }}_linkedin_prod.linkedin_ads__campaign_group_report\n    group by 1\n),\n\ndev as (\n    select\n        campaign_group_id,\n        sum(clicks) as clicks, \n        sum(impressions) as impressions,\n        sum(cost) as cost,\n        sum(total_conversions) as total_conversions,\n        sum(conversion_value_in_local_currency) as conversion_value_in_local_currency\n    from {{ target.schema }}_linkedin_dev.linkedin_ads__campaign_group_report\n    group by 1\n),\n\nfinal as (\n    select \n        prod.campaign_group_id,\n        prod.clicks as prod_clicks,\n        dev.clicks as dev_clicks,\n        prod.impressions as prod_impressions,\n        dev.impressions as dev_impressions,\n        prod.cost as prod_cost,\n        dev.cost as dev_cost,\n        prod.total_conversions as prod_total_conversions,\n        dev.total_conversions as dev_total_conversions,\n        prod.conversion_value_in_local_currency as prod_conversion_value_in_local_currency,\n        dev.conversion_value_in_local_currency as dev_conversion_value_in_local_currency\n    from prod\n    full outer join dev \n        on dev.campaign_group_id = prod.campaign_group_id\n)\n\nselect *\nfrom final\nwhere\n    abs(prod_clicks - dev_clicks) >= .01\n    or abs(prod_impressions - dev_impressions) >= .01\n    or abs(prod_cost - dev_cost) >= .01\n    or abs(prod_total_conversions - dev_total_conversions) >= .01\n    or abs(prod_conversion_value_in_local_currency - dev_conversion_value_in_local_currency) >= .01", "doc_blocks": [], "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.linkedin_integration_tests.consistency_account_report": [{"database": "postgres", "schema": "public_dbt_test__audit", "name": "consistency_account_report", "resource_type": "test", "package_name": "linkedin_integration_tests", "path": "consistency/consistency_account_report.sql", "original_file_path": "tests/consistency/consistency_account_report.sql", "unique_id": "test.linkedin_integration_tests.consistency_account_report", "fqn": ["linkedin_integration_tests", "consistency", "consistency_account_report"], "alias": "consistency_account_report", "checksum": {"name": "sha256", "checksum": "d325892443666d64250fadd41a6b227cec0699515dd36ef22ae5365b4be5b9a2"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "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": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"tags": "fivetran_validations", "enabled": false}, "created_at": 1764622979.335358, "relation_name": null, "raw_code": "{{ config(\n    tags=\"fivetran_validations\",\n    enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\nwith prod as (\n    select\n        account_id,\n        sum(clicks) as clicks, \n        sum(impressions) as impressions,\n        sum(cost) as cost,\n        sum(total_conversions) as total_conversions,\n        sum(conversion_value_in_local_currency) as conversion_value_in_local_currency\n    from {{ target.schema }}_linkedin_prod.linkedin_ads__account_report\n    group by 1\n),\n\ndev as (\n    select\n        account_id,\n        sum(clicks) as clicks, \n        sum(impressions) as impressions,\n        sum(cost) as cost,\n        sum(total_conversions) as total_conversions,\n        sum(conversion_value_in_local_currency) as conversion_value_in_local_currency\n    from {{ target.schema }}_linkedin_dev.linkedin_ads__account_report\n    group by 1\n),\n\nfinal as (\n    select \n        prod.account_id,\n        prod.clicks as prod_clicks,\n        dev.clicks as dev_clicks,\n        prod.impressions as prod_impressions,\n        dev.impressions as dev_impressions,\n        prod.cost as prod_cost,\n        dev.cost as dev_cost,\n        prod.total_conversions as prod_total_conversions,\n        dev.total_conversions as dev_total_conversions,\n        prod.conversion_value_in_local_currency as prod_conversion_value_in_local_currency,\n        dev.conversion_value_in_local_currency as dev_conversion_value_in_local_currency\n    from prod\n    full outer join dev \n        on dev.account_id = prod.account_id\n)\n\nselect *\nfrom final\nwhere\n    abs(prod_clicks - dev_clicks) >= .01\n    or abs(prod_impressions - dev_impressions) >= .01\n    or abs(prod_cost - dev_cost) >= .01\n    or abs(prod_total_conversions - dev_total_conversions) >= .01\n    or abs(prod_conversion_value_in_local_currency - dev_conversion_value_in_local_currency) >= .01", "doc_blocks": [], "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.linkedin_integration_tests.consistency_creative_report": [{"database": "postgres", "schema": "public_dbt_test__audit", "name": "consistency_creative_report", "resource_type": "test", "package_name": "linkedin_integration_tests", "path": "consistency/consistency_creative_report.sql", "original_file_path": "tests/consistency/consistency_creative_report.sql", "unique_id": "test.linkedin_integration_tests.consistency_creative_report", "fqn": ["linkedin_integration_tests", "consistency", "consistency_creative_report"], "alias": "consistency_creative_report", "checksum": {"name": "sha256", "checksum": "0662a63562538c1464d161dd2192a8c2a51391e33de41fae90220d4be3bf6bc2"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "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": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"tags": "fivetran_validations", "enabled": false}, "created_at": 1764622979.3415227, "relation_name": null, "raw_code": "{{ config(\n    tags=\"fivetran_validations\",\n    enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\nwith prod as (\n    select\n        creative_id,\n        sum(clicks) as clicks, \n        sum(impressions) as impressions,\n        sum(cost) as cost,\n        sum(total_conversions) as total_conversions,\n        sum(conversion_value_in_local_currency) as conversion_value_in_local_currency\n    from {{ target.schema }}_linkedin_prod.linkedin_ads__creative_report\n    group by 1\n),\n\ndev as (\n    select\n        creative_id,\n        sum(clicks) as clicks, \n        sum(impressions) as impressions,\n        sum(cost) as cost,\n        sum(total_conversions) as total_conversions,\n        sum(conversion_value_in_local_currency) as conversion_value_in_local_currency\n    from {{ target.schema }}_linkedin_dev.linkedin_ads__creative_report\n    group by 1\n),\n\nfinal as (\n    select \n        prod.creative_id,\n        prod.clicks as prod_clicks,\n        dev.clicks as dev_clicks,\n        prod.impressions as prod_impressions,\n        dev.impressions as dev_impressions,\n        prod.cost as prod_cost,\n        dev.cost as dev_cost,\n        prod.total_conversions as prod_total_conversions,\n        dev.total_conversions as dev_total_conversions,\n        prod.conversion_value_in_local_currency as prod_conversion_value_in_local_currency,\n        dev.conversion_value_in_local_currency as dev_conversion_value_in_local_currency\n    from prod\n    full outer join dev \n        on dev.creative_id = prod.creative_id\n)\n\nselect *\nfrom final\nwhere\n    abs(prod_clicks - dev_clicks) >= .01\n    or abs(prod_impressions - dev_impressions) >= .01\n    or abs(prod_cost - dev_cost) >= .01\n    or abs(prod_total_conversions - dev_total_conversions) >= .01\n    or abs(prod_conversion_value_in_local_currency - dev_conversion_value_in_local_currency) >= .01", "doc_blocks": [], "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.linkedin_integration_tests.consistency_url_report": [{"database": "postgres", "schema": "public_dbt_test__audit", "name": "consistency_url_report", "resource_type": "test", "package_name": "linkedin_integration_tests", "path": "consistency/consistency_url_report.sql", "original_file_path": "tests/consistency/consistency_url_report.sql", "unique_id": "test.linkedin_integration_tests.consistency_url_report", "fqn": ["linkedin_integration_tests", "consistency", "consistency_url_report"], "alias": "consistency_url_report", "checksum": {"name": "sha256", "checksum": "000f586e2b5833927f046250578e34916eb9c90169428e3847934cfbb64ad0f0"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "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": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"tags": "fivetran_validations", "enabled": false}, "created_at": 1764622979.3479972, "relation_name": null, "raw_code": "{{ config(\n    tags=\"fivetran_validations\",\n    enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\nwith prod as (\n    select\n        creative_id,\n        sum(clicks) as clicks, \n        sum(impressions) as impressions,\n        sum(cost) as cost,\n        sum(total_conversions) as total_conversions,\n        sum(conversion_value_in_local_currency) as conversion_value_in_local_currency\n    from {{ target.schema }}_linkedin_prod.linkedin_ads__url_report\n    group by 1\n),\n\ndev as (\n    select\n        creative_id,\n        sum(clicks) as clicks, \n        sum(impressions) as impressions,\n        sum(cost) as cost,\n        sum(total_conversions) as total_conversions,\n        sum(conversion_value_in_local_currency) as conversion_value_in_local_currency\n    from {{ target.schema }}_linkedin_dev.linkedin_ads__url_report\n    group by 1\n),\n\nfinal as (\n    select \n        prod.creative_id,\n        prod.clicks as prod_clicks,\n        dev.clicks as dev_clicks,\n        prod.impressions as prod_impressions,\n        dev.impressions as dev_impressions,\n        prod.cost as prod_cost,\n        dev.cost as dev_cost,\n        prod.total_conversions as prod_total_conversions,\n        dev.total_conversions as dev_total_conversions,\n        prod.conversion_value_in_local_currency as prod_conversion_value_in_local_currency,\n        dev.conversion_value_in_local_currency as dev_conversion_value_in_local_currency\n    from prod\n    full outer join dev \n        on dev.creative_id = prod.creative_id\n)\n\nselect *\nfrom final\nwhere\n    abs(prod_clicks - dev_clicks) >= .01\n    or abs(prod_impressions - dev_impressions) >= .01\n    or abs(prod_cost - dev_cost) >= .01\n    or abs(prod_total_conversions - dev_total_conversions) >= .01\n    or abs(prod_conversion_value_in_local_currency - dev_conversion_value_in_local_currency) >= .01", "doc_blocks": [], "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.linkedin_integration_tests.consistency_campaign_report": [{"database": "postgres", "schema": "public_dbt_test__audit", "name": "consistency_campaign_report", "resource_type": "test", "package_name": "linkedin_integration_tests", "path": "consistency/consistency_campaign_report.sql", "original_file_path": "tests/consistency/consistency_campaign_report.sql", "unique_id": "test.linkedin_integration_tests.consistency_campaign_report", "fqn": ["linkedin_integration_tests", "consistency", "consistency_campaign_report"], "alias": "consistency_campaign_report", "checksum": {"name": "sha256", "checksum": "56bd5a3eabb442533ec9fc0cc71974429208c8cbfc93542700579286ff04c463"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "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": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"tags": "fivetran_validations", "enabled": false}, "created_at": 1764622979.3536053, "relation_name": null, "raw_code": "{{ config(\n    tags=\"fivetran_validations\",\n    enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\nwith prod as (\n    select\n        campaign_id,\n        sum(clicks) as clicks, \n        sum(impressions) as impressions,\n        sum(cost) as cost,\n        sum(total_conversions) as total_conversions,\n        sum(conversion_value_in_local_currency) as conversion_value_in_local_currency\n    from {{ target.schema }}_linkedin_prod.linkedin_ads__campaign_report\n    group by 1\n),\n\ndev as (\n    select\n        campaign_id,\n        sum(clicks) as clicks, \n        sum(impressions) as impressions,\n        sum(cost) as cost,\n        sum(total_conversions) as total_conversions,\n        sum(conversion_value_in_local_currency) as conversion_value_in_local_currency\n    from {{ target.schema }}_linkedin_dev.linkedin_ads__campaign_report\n    group by 1\n),\n\nfinal as (\n    select \n        prod.campaign_id,\n        prod.clicks as prod_clicks,\n        dev.clicks as dev_clicks,\n        prod.impressions as prod_impressions,\n        dev.impressions as dev_impressions,\n        prod.cost as prod_cost,\n        dev.cost as dev_cost,\n        prod.total_conversions as prod_total_conversions,\n        dev.total_conversions as dev_total_conversions,\n        prod.conversion_value_in_local_currency as prod_conversion_value_in_local_currency,\n        dev.conversion_value_in_local_currency as dev_conversion_value_in_local_currency\n    from prod\n    full outer join dev \n        on dev.campaign_id = prod.campaign_id\n)\n\nselect *\nfrom final\nwhere\n    abs(prod_clicks - dev_clicks) >= .01\n    or abs(prod_impressions - dev_impressions) >= .01\n    or abs(prod_cost - dev_cost) >= .01\n    or abs(prod_total_conversions - dev_total_conversions) >= .01\n    or abs(prod_conversion_value_in_local_currency - dev_conversion_value_in_local_currency) >= .01", "doc_blocks": [], "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.linkedin_integration_tests.vertical_sum_monthly_country_report": [{"database": "postgres", "schema": "public_dbt_test__audit", "name": "vertical_sum_monthly_country_report", "resource_type": "test", "package_name": "linkedin_integration_tests", "path": "integrity/vertical_sum_monthly_country_report.sql", "original_file_path": "tests/integrity/vertical_sum_monthly_country_report.sql", "unique_id": "test.linkedin_integration_tests.vertical_sum_monthly_country_report", "fqn": ["linkedin_integration_tests", "integrity", "vertical_sum_monthly_country_report"], "alias": "vertical_sum_monthly_country_report", "checksum": {"name": "sha256", "checksum": "45a94a7d54cb5e465b96e41217f0828157483db55c4e117f5c461370b0e352a8"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "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": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"tags": "fivetran_validations", "enabled": false}, "created_at": 1764622979.3592129, "relation_name": null, "raw_code": "{{ config(\n    tags=\"fivetran_validations\",\n    enabled=var('fivetran_validation_tests_enabled', false) and fivetran_utils.enabled_vars(['ad_reporting__linkedin_ads_enabled','linkedin_ads__using_geo','linkedin_ads__using_monthly_ad_analytics_by_member_country'])\n) }}\n\nwith staging as (\n    select \n        campaign_id,\n        count(campaign_id) as count_campaign,\n        count(distinct date_month) as count_unique_months,\n        sum(impressions) as total_impressions,\n        sum(clicks) as total_clicks, \n        sum(cost) as total_cost, \n        sum(conversion_value_in_local_currency) as total_conversion_value\n    from {{ ref('stg_linkedin_ads__monthly_ad_analytics_by_country') }}\n    group by 1\n),\n\nend_model as (\n    select \n        campaign_id,\n        count(campaign_id) as count_campaign,\n        count(distinct date_month) as count_unique_months,\n        sum(impressions) as total_impressions,\n        sum(clicks) as total_clicks, \n        sum(cost) as total_cost, \n        sum(conversion_value_in_local_currency) as total_conversion_value\n    from {{ ref('linkedin_ads__monthly_campaign_country_report') }}\n    group by 1\n),\n\ncombined as (\n    select \n        end_model.campaign_id,\n        end_model.count_campaign as end_count_campaign,\n        staging.count_campaign as staging_count_campaign,\n        end_model.count_unique_months as end_count_unique_months,\n        staging.count_unique_months as staging_count_unique_months,\n        end_model.total_impressions as end_total_impressions,\n        staging.total_impressions as staging_total_impressions,\n        end_model.total_clicks as end_total_clicks,\n        staging.total_clicks as staging_total_clicks,\n        end_model.total_cost as end_total_cost,\n        staging.total_cost as staging_total_cost,\n        end_model.total_conversion_value as end_total_conversion_value,\n        staging.total_conversion_value as staging_total_conversion_value\n    from end_model\n    full outer join staging\n        on end_model.campaign_id = staging.campaign_id\n)\n\nselect *\nfrom combined\nwhere end_count_campaign != staging_count_campaign or\n    end_count_unique_months != staging_count_unique_months or\n    end_total_impressions != staging_total_impressions or\n    end_total_clicks != staging_total_clicks or\n    abs(end_total_cost - staging_total_cost) > 0.01 or\n    abs(end_total_conversion_value - staging_total_conversion_value) > 0.01", "doc_blocks": [], "language": "sql", "refs": [{"name": "stg_linkedin_ads__monthly_ad_analytics_by_country", "package": null, "version": null}, {"name": "linkedin_ads__monthly_campaign_country_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.linkedin_integration_tests.horizontal_sum_conversion_value": [{"database": "postgres", "schema": "public_dbt_test__audit", "name": "horizontal_sum_conversion_value", "resource_type": "test", "package_name": "linkedin_integration_tests", "path": "integrity/horizontal_sum_conversion_value.sql", "original_file_path": "tests/integrity/horizontal_sum_conversion_value.sql", "unique_id": "test.linkedin_integration_tests.horizontal_sum_conversion_value", "fqn": ["linkedin_integration_tests", "integrity", "horizontal_sum_conversion_value"], "alias": "horizontal_sum_conversion_value", "checksum": {"name": "sha256", "checksum": "1d2108944f53052a9046efcd3f4547871d7547834386067250263d5b4a4d4107"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "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": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"tags": "fivetran_validations", "enabled": false}, "created_at": 1764622979.365673, "relation_name": null, "raw_code": "{{ config(\n    tags=\"fivetran_validations\",\n    enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\nwith creative_report as (\n\n    select \n        sum(conversion_value_in_local_currency) as total_value\n    from {{ ref('linkedin_ads__creative_report') }}\n),\n\naccount_report as (\n\n    select \n        sum(conversion_value_in_local_currency) as total_value\n    from {{ ref('linkedin_ads__account_report') }}\n),\n\ncampaign_group_report as (\n\n    select \n        sum(conversion_value_in_local_currency) as total_value\n    from {{ ref('linkedin_ads__campaign_group_report') }}\n),\n\ncampaign_report as (\n\n    select \n        sum(conversion_value_in_local_currency) as total_value\n    from {{ ref('linkedin_ads__campaign_report') }}\n),\n\nurl_report as (\n\n    select \n        sum(conversion_value_in_local_currency) as total_value\n    from {{ ref('linkedin_ads__url_report') }}\n),\n\ncreative_w_url_report as (\n\n    select \n        sum(creatives.conversion_value_in_local_currency) as total_value\n    from {{ ref('linkedin_ads__creative_report') }} creatives \n    join {{ ref('linkedin_ads__url_report') }} urls \n        on creatives.creative_id = urls.creative_id\n        and creatives.date_day = urls.date_day\n)\n\nselect \n    'creative vs account' as comparison\nfrom creative_report\njoin account_report on true\nwhere creative_report.total_value != account_report.total_value\n\nunion all \n\nselect \n    'creative vs campaign group' as comparison\nfrom creative_report\njoin campaign_group_report on true\nwhere creative_report.total_value != campaign_group_report.total_value\n\nunion all \n\nselect \n    'creative vs campaign' as comparison\nfrom creative_report\njoin campaign_report on true\nwhere creative_report.total_value != campaign_report.total_value\n\nunion all \n\nselect \n    'creative vs url' as comparison\nfrom creative_report\njoin creative_w_url_report on true\nwhere creative_report.total_value != creative_w_url_report.total_value", "doc_blocks": [], "language": "sql", "refs": [{"name": "linkedin_ads__creative_report", "package": null, "version": null}, {"name": "linkedin_ads__account_report", "package": null, "version": null}, {"name": "linkedin_ads__campaign_group_report", "package": null, "version": null}, {"name": "linkedin_ads__campaign_report", "package": null, "version": null}, {"name": "linkedin_ads__url_report", "package": null, "version": null}, {"name": "linkedin_ads__creative_report", "package": null, "version": null}, {"name": "linkedin_ads__url_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.linkedin_integration_tests.vertical_sum_monthly_region_report": [{"database": "postgres", "schema": "public_dbt_test__audit", "name": "vertical_sum_monthly_region_report", "resource_type": "test", "package_name": "linkedin_integration_tests", "path": "integrity/vertical_sum_monthly_region_report.sql", "original_file_path": "tests/integrity/vertical_sum_monthly_region_report.sql", "unique_id": "test.linkedin_integration_tests.vertical_sum_monthly_region_report", "fqn": ["linkedin_integration_tests", "integrity", "vertical_sum_monthly_region_report"], "alias": "vertical_sum_monthly_region_report", "checksum": {"name": "sha256", "checksum": "1c339f74ac4d7db81b421d26879325663a4e11da0d08cdd513d1a5bc9bcdb78c"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "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": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"tags": "fivetran_validations", "enabled": false}, "created_at": 1764622979.3735812, "relation_name": null, "raw_code": "{{ config(\n    tags=\"fivetran_validations\",\n    enabled=var('fivetran_validation_tests_enabled', false) and fivetran_utils.enabled_vars(['ad_reporting__linkedin_ads_enabled','linkedin_ads__using_geo','linkedin_ads__using_monthly_ad_analytics_by_member_region'])\n) }}\n\nwith staging as (\n    select \n        campaign_id,\n        count(campaign_id) as count_campaign,\n        count(distinct date_month) as count_unique_months,\n        sum(impressions) as total_impressions,\n        sum(clicks) as total_clicks, \n        sum(cost) as total_cost, \n        sum(conversion_value_in_local_currency) as total_conversion_value\n    from {{ ref('stg_linkedin_ads__monthly_ad_analytics_by_region') }}\n    group by 1\n),\n\nend_model as (\n    select \n        campaign_id,\n        count(campaign_id) as count_campaign,\n        count(distinct date_month) as count_unique_months,\n        sum(impressions) as total_impressions,\n        sum(clicks) as total_clicks, \n        sum(cost) as total_cost, \n        sum(conversion_value_in_local_currency) as total_conversion_value\n    from {{ ref('linkedin_ads__monthly_campaign_region_report') }}\n    group by 1\n),\n\ncombined as (\n    select \n        end_model.campaign_id,\n        end_model.count_campaign as end_count_campaign,\n        staging.count_campaign as staging_count_campaign,\n        end_model.count_unique_months as end_count_unique_months,\n        staging.count_unique_months as staging_count_unique_months,\n        end_model.total_impressions as end_total_impressions,\n        staging.total_impressions as staging_total_impressions,\n        end_model.total_clicks as end_total_clicks,\n        staging.total_clicks as staging_total_clicks,\n        end_model.total_cost as end_total_cost,\n        staging.total_cost as staging_total_cost,\n        end_model.total_conversion_value as end_total_conversion_value,\n        staging.total_conversion_value as staging_total_conversion_value\n    from end_model\n    full outer join staging\n        on end_model.campaign_id = staging.campaign_id\n)\n\nselect *\nfrom combined\nwhere end_count_campaign != staging_count_campaign or\n    end_count_unique_months != staging_count_unique_months or\n    end_total_impressions != staging_total_impressions or\n    end_total_clicks != staging_total_clicks or\n    abs(end_total_cost - staging_total_cost) > 0.01 or\n    abs(end_total_conversion_value - staging_total_conversion_value) > 0.01", "doc_blocks": [], "language": "sql", "refs": [{"name": "stg_linkedin_ads__monthly_ad_analytics_by_region", "package": null, "version": null}, {"name": "linkedin_ads__monthly_campaign_region_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}]}, "parent_map": {"seed.linkedin_integration_tests.linkedin_campaign_history_data": [], "seed.linkedin_integration_tests.linkedin_ad_analytics_by_creative_data": [], "seed.linkedin_integration_tests.linkedin_geo_data": [], "seed.linkedin_integration_tests.linkedin_monthly_ad_analytics_by_member_country_data": [], "seed.linkedin_integration_tests.linkedin_account_history_data": [], "seed.linkedin_integration_tests.linkedin_creative_history_data": [], "seed.linkedin_integration_tests.linkedin_monthly_ad_analytics_by_member_region_data": [], "seed.linkedin_integration_tests.linkedin_campaign_group_history_data": [], "seed.linkedin_integration_tests.linkedin_ad_analytics_by_campaign_data": [], "model.linkedin.linkedin_ads__creative_report": ["model.linkedin.stg_linkedin_ads__account_history", "model.linkedin.stg_linkedin_ads__ad_analytics_by_creative", "model.linkedin.stg_linkedin_ads__campaign_group_history", "model.linkedin.stg_linkedin_ads__campaign_history", "model.linkedin.stg_linkedin_ads__creative_history"], "model.linkedin.linkedin_ads__monthly_campaign_country_report": ["model.linkedin.stg_linkedin_ads__account_history", "model.linkedin.stg_linkedin_ads__campaign_group_history", "model.linkedin.stg_linkedin_ads__campaign_history", "model.linkedin.stg_linkedin_ads__geo", "model.linkedin.stg_linkedin_ads__monthly_ad_analytics_by_country"], "model.linkedin.linkedin_ads__account_report": ["model.linkedin.stg_linkedin_ads__account_history", "model.linkedin.stg_linkedin_ads__ad_analytics_by_campaign", "model.linkedin.stg_linkedin_ads__campaign_history"], "model.linkedin.linkedin_ads__campaign_group_report": ["model.linkedin.stg_linkedin_ads__account_history", "model.linkedin.stg_linkedin_ads__ad_analytics_by_campaign", "model.linkedin.stg_linkedin_ads__campaign_group_history", "model.linkedin.stg_linkedin_ads__campaign_history"], "model.linkedin.linkedin_ads__campaign_report": ["model.linkedin.stg_linkedin_ads__account_history", "model.linkedin.stg_linkedin_ads__ad_analytics_by_campaign", "model.linkedin.stg_linkedin_ads__campaign_group_history", "model.linkedin.stg_linkedin_ads__campaign_history"], "model.linkedin.linkedin_ads__url_report": ["model.linkedin.stg_linkedin_ads__account_history", "model.linkedin.stg_linkedin_ads__ad_analytics_by_creative", "model.linkedin.stg_linkedin_ads__campaign_group_history", "model.linkedin.stg_linkedin_ads__campaign_history", "model.linkedin.stg_linkedin_ads__creative_history"], "model.linkedin.linkedin_ads__monthly_campaign_region_report": ["model.linkedin.stg_linkedin_ads__account_history", 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REMOVED - Denoted that the campaign group was deleted, but must remain fetchable due to the existence of performance data.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "campaign_status": {"name": "campaign_status", "description": "ACTIVE - Denotes that the campaign is fully servable.\nPAUSED - Denotes that the campaign meets all requirements to be served, but temporarily should not be.\nARCHIVED - Denotes that the campaign is presently inactive, and should mostly be hidden in the UI until un-archived.\nCOMPLETED - Denotes that the campaign has reached a specified budgetary or chronological limit.\nCANCELED - Denotes that the campaign has been permanently canceled, such as when an advertising account is permanently closed.\nDRAFT - Denotes that the campaign is still being edited and not eligible for serving. Some validation will be postponed until the campaign is activated.\nPENDING_DELETION - Denotes that the campaign has been requested to be deleted that is currently pending.\nREMOVED - Denotes that the campaign was deleted, but must remain fetchable due to the existence of performance data.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "currency": {"name": "currency", "description": "The ISO 4217 currency code of the account, such as 'USD' for United States Dollar (default).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "conversion_value_in_local_currency": {"name": "conversion_value_in_local_currency", "description": "The value generated by your conversions, displayed in your LinkedIn account's local currency, on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "total_conversions": {"name": "total_conversions", "description": "The total conversions being brought in the conversion fields you select in your `linkedin_ads__conversion_fields`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "external_website_conversions": {"name": "external_website_conversions", "description": "The actions taken on your website that you've defined as valuable to your business after clicking on LinkedIn ads.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "one_click_leads": {"name": "one_click_leads", "description": "Leads submitted after clicking on LinkedIn ads.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "linkedin://models/linkedin.yml", "build_path": null, "unrendered_config": {"materialized": "table", "schema": "linkedin_{{ var('directed_schema','dev') }}", "enabled": true}, "created_at": 1768603593.3312259, "relation_name": "\"postgres\".\"public_linkedin_dev\".\"linkedin_ads__creative_report\"", "raw_code": "{{ config(enabled=var('ad_reporting__linkedin_ads_enabled', True)) }}\n\nwith creative as (\n\n    select *\n    from {{ ref('stg_linkedin_ads__creative_history') }}\n    where is_latest_version\n),\n\ncampaign as (\n\n    select *\n    from {{ ref('stg_linkedin_ads__campaign_history') }}\n    where is_latest_version\n),\n\ncampaign_group as (\n\n    select *\n    from {{ ref('stg_linkedin_ads__campaign_group_history') }}\n    where is_latest_version\n),\n\naccount as (\n\n    select *\n    from {{ ref('stg_linkedin_ads__account_history') }}\n    where is_latest_version\n),\n\nreport as (\n\n    select *,\n        {% if var('linkedin_ads__conversion_fields', none) %}\n            {{ var('linkedin_ads__conversion_fields') | join(' + ') }} as total_conversions\n        {% else %}\n            0 as total_conversions\n        {% endif %}\n    from {{ ref('stg_linkedin_ads__ad_analytics_by_creative') }}\n),\n\nfinal as (\n\n    select \n        report.source_relation,\n        report.date_day,\n        report.creative_id,\n        campaign.campaign_id,\n        campaign.campaign_name,\n        campaign_group.campaign_group_id,\n        campaign_group.campaign_group_name,\n        account.account_id,\n        account.account_name,\n        creative.click_uri,\n        creative.click_uri_type,\n        creative.status as creative_status,\n        campaign.status as campaign_status,\n        campaign_group.status as campaign_group_status,\n        account.currency,\n        creative.last_modified_at,\n        creative.created_at,\n        sum(report.total_conversions) as total_conversions,\n        sum(report.clicks) as clicks,\n        sum(report.impressions) as impressions,\n        sum(report.cost) as cost,\n        sum(coalesce(report.conversion_value_in_local_currency, 0)) as conversion_value_in_local_currency  \n\n        {{ linkedin_ads_persist_pass_through_columns(pass_through_variable='linkedin_ads__conversion_fields', transform='sum', coalesce_with=0, except_variable='linkedin_ads__creative_passthrough_metrics', exclude_fields=['conversion_value_in_local_currency']) }}\n\n        {{ linkedin_ads_persist_pass_through_columns(pass_through_variable='linkedin_ads__creative_passthrough_metrics', transform='sum', exclude_fields=['conversion_value_in_local_currency']) }}\n\n    from report \n    left join creative \n        on report.creative_id = creative.creative_id\n        and report.source_relation = creative.source_relation\n    left join campaign \n        on creative.campaign_id = campaign.campaign_id\n        and creative.source_relation = campaign.source_relation\n    left join campaign_group\n        on campaign.campaign_group_id = campaign_group.campaign_group_id\n        and campaign.source_relation = campaign_group.source_relation\n    left join account \n        on campaign.account_id = account.account_id\n        and campaign.source_relation = account.source_relation\n\n    {{ dbt_utils.group_by(17) }}\n\n)\n\nselect *\nfrom final", "doc_blocks": [], "language": "sql", "refs": [{"name": "stg_linkedin_ads__creative_history", "package": null, "version": null}, {"name": "stg_linkedin_ads__campaign_history", "package": null, "version": null}, {"name": "stg_linkedin_ads__campaign_group_history", "package": null, "version": null}, {"name": "stg_linkedin_ads__account_history", "package": null, "version": null}, {"name": "stg_linkedin_ads__ad_analytics_by_creative", "package": null, "version": null}], "sources": [], "metrics": [], "functions": [], "depends_on": {"macros": ["macro.linkedin.linkedin_ads_persist_pass_through_columns", "macro.dbt_utils.group_by"], "nodes": ["model.linkedin.stg_linkedin_ads__creative_history", "model.linkedin.stg_linkedin_ads__campaign_history", "model.linkedin.stg_linkedin_ads__campaign_group_history", "model.linkedin.stg_linkedin_ads__account_history", "model.linkedin.stg_linkedin_ads__ad_analytics_by_creative"]}, "compiled_path": "target/compiled/linkedin/models/linkedin_ads__creative_report.sql", "compiled": true, "compiled_code": "\n\nwith creative as (\n\n    select *\n    from \"postgres\".\"public_linkedin_dev\".\"stg_linkedin_ads__creative_history\"\n    where is_latest_version\n),\n\ncampaign as (\n\n    select *\n    from \"postgres\".\"public_linkedin_dev\".\"stg_linkedin_ads__campaign_history\"\n    where is_latest_version\n),\n\ncampaign_group as (\n\n    select *\n    from \"postgres\".\"public_linkedin_dev\".\"stg_linkedin_ads__campaign_group_history\"\n    where is_latest_version\n),\n\naccount as (\n\n    select *\n    from \"postgres\".\"public_linkedin_dev\".\"stg_linkedin_ads__account_history\"\n    where is_latest_version\n),\n\nreport as (\n\n    select *,\n        \n            external_website_conversions + one_click_leads as total_conversions\n        \n    from \"postgres\".\"public_linkedin_dev\".\"stg_linkedin_ads__ad_analytics_by_creative\"\n),\n\nfinal as (\n\n    select \n        report.source_relation,\n        report.date_day,\n        report.creative_id,\n        campaign.campaign_id,\n        campaign.campaign_name,\n        campaign_group.campaign_group_id,\n        campaign_group.campaign_group_name,\n        account.account_id,\n        account.account_name,\n        creative.click_uri,\n        creative.click_uri_type,\n        creative.status as creative_status,\n        campaign.status as campaign_status,\n        campaign_group.status as campaign_group_status,\n        account.currency,\n        creative.last_modified_at,\n        creative.created_at,\n        sum(report.total_conversions) as total_conversions,\n        sum(report.clicks) as clicks,\n        sum(report.impressions) as impressions,\n        sum(report.cost) as cost,\n        sum(coalesce(report.conversion_value_in_local_currency, 0)) as conversion_value_in_local_currency  \n\n        \n\n\n\n    \n    \n        \n    \n\n\n\n    \n\n\n\n    \n    \n    \n        \n        , sum(coalesce(external_website_conversions, 0)) as external_website_conversions\n        \n\n    \n    \n    \n        \n        , sum(coalesce(one_click_leads, 0)) as one_click_leads\n        \n\n    \n\n\n\n\n        \n\n\n\n\n\n    \n\n\n\n    \n    \n    \n        \n\n    \n\n\n\n\n    from report \n    left join creative \n        on report.creative_id = creative.creative_id\n        and report.source_relation = creative.source_relation\n    left join campaign \n        on creative.campaign_id = campaign.campaign_id\n        and creative.source_relation = campaign.source_relation\n    left join campaign_group\n        on campaign.campaign_group_id = campaign_group.campaign_group_id\n        and campaign.source_relation = campaign_group.source_relation\n    left join account \n        on campaign.account_id = account.account_id\n        and campaign.source_relation = account.source_relation\n\n    group by 1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17\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, "primary_key": [], "time_spine": null}, "model.linkedin.linkedin_ads__monthly_campaign_country_report": {"database": "postgres", "schema": "public_linkedin_dev", "name": "linkedin_ads__monthly_campaign_country_report", "resource_type": "model", "package_name": "linkedin", "path": "linkedin_ads__monthly_campaign_country_report.sql", "original_file_path": "models/linkedin_ads__monthly_campaign_country_report.sql", "unique_id": "model.linkedin.linkedin_ads__monthly_campaign_country_report", "fqn": ["linkedin", "linkedin_ads__monthly_campaign_country_report"], "alias": "linkedin_ads__monthly_campaign_country_report", "checksum": {"name": "sha256", "checksum": "f101c7eb060e5d296a9ceaf70fa5646a5f13e85f5acf1d35253b46d2d9f61327"}, "config": {"enabled": true, "alias": null, "schema": "linkedin_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "batch_size": null, "lookback": 1, "begin": 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}, "event_time": null, "concurrent_batches": null, "access": "protected", "freshness": null}, "tags": [], "description": "Each record in this table represents the monthly performance of a campaign at the country level.", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.linkedin.source_relation"]}, "account_name": {"name": "account_name", "description": "A label for the account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "account_id": {"name": "account_id", "description": "Unique internal ID representing the account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "date_month": {"name": "date_month", "description": "The month of the activity.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "country_name": {"name": "country_name", "description": "Name of the country.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "clicks": {"name": "clicks", "description": "The count of chargeable clicks.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "impressions": {"name": "impressions", "description": "This is the count of \"impressions\" for Direct Ads and Sponsored Updates and \"sends\" for InMails.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "cost": {"name": "cost", "description": "The cost of the ads in the local currency or USD.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "campaign_group_name": {"name": "campaign_group_name", "description": "A label for the campaign group.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "campaign_group_id": {"name": "campaign_group_id", "description": "Unique internal ID representing the campaign group.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "campaign_name": {"name": "campaign_name", "description": "A label for the campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "campaign_id": {"name": "campaign_id", "description": "Unique internal ID representing the campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "campaign_group_status": {"name": "campaign_group_status", "description": "Status of campaign's campaign group. Possible values are: ACTIVE - Denotes that the campaign group is capable of serving ads, subject to run date and budget limitations (as well as any other limitations at the account or campaign level). ARCHIVED - Denotes that the campaign group is presently inactive, and should mostly be hidden in the UI until un-archived. CANCELLED - Denotes that the campaign group has been permanently canceled and cannot be reactivated. Not a settable status. DRAFT - Denotes that the campaign group is in a preliminary state and should temporarily not be served. PAUSED - Denotes that the campaign group meets all requirements to be served, but temporarily should not be. PENDING_DELETION - Denotes that the campaign group has been requested to be deleted that is currently pending. REMOVED - Denoted that the campaign group was deleted, but must remain fetchable due to the existence of performance data.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "last_modified_at": {"name": "last_modified_at", "description": "The timestamp of when the version was updated.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "created_at": {"name": "created_at", "description": "The timestamp of when the campaign was created.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "version_tag": {"name": "version_tag", "description": "An integer representation of the version of the campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "is_audience_expansion_enabled": {"name": "is_audience_expansion_enabled", "description": "Boolean (default=false) representing whether Audience Expansion is enabled for the campaign provides query expansion for certain targeting criteria.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "cost_type": {"name": "cost_type", "description": "CPM - Cost per thousand advertising impressions. If type=SPONSORED_INMAILS; cost per send(CPS) is measured as CPM x 1000.\nCPC- Cost per individual click on the associated link.\nCPV- Cost per view for video ads.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "creative_selection": {"name": "creative_selection", "description": "ROUND_ROBIN - Rotate through available creatives to serve them as evenly as possible.\nOPTIMIZED (default) - Bias selection taking into account such as expected performance. Not available for Message and Conversation Ads (type=SPONSORED_INMAILS).\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "daily_budget_amount": {"name": "daily_budget_amount", "description": "Maximum amount to spend per day UTC. The amount of money as a real number string.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "daily_budget_currency_code": {"name": "daily_budget_currency_code", "description": "ISO currency code. The currency must match that of the parent account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "format": {"name": "format", "description": "The ad format on the campaign level. See https://docs.microsoft.com/en-us/linkedin/marketing/integrations/ads/campaign-formats?view=li-lms-2022-07", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "campaign_locale_country": {"name": "campaign_locale_country", "description": "Locale of the campaign. An uppercase two-letter country code as defined by ISO-3166.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "campaign_locale_language": {"name": "campaign_locale_language", "description": "Locale of the campaign. A lowercase two-letter language code as defined by ISO-639.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "objective_type": {"name": "objective_type", "description": "Campaign Objective type values. Click [here](https://docs.microsoft.com/en-us/linkedin/marketing/integrations/ads-reporting/ad-budget-pricing-type-combinations?view=li-lms-2022-07) for Campaign Objective descriptions. One of: - BRAND_AWARENESS - ENGAGEMENT - JOB_APPLICANTS - LEAD_GENERATION - WEBSITE_CONVERSIONS - WEBSITE_VISITS - VIDEO_VIEWS\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "is_offsite_delivery_enabled": {"name": "is_offsite_delivery_enabled", "description": "Boolean indicating if this campaign to allowed to be served on the LinkedIn Audience Network to extend the reach of your campaign by delivering ads beyond the  LinkedIn feed to members on third-party apps and sites.\t(default will be \"True\" from June 30, 2022)\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "optimization_target_type": {"name": "optimization_target_type", "description": "Determines how this campaign is optimized for spending. If this is not set, there is no optimization. Refer to the documentation here. Default = 'NONE'.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "run_schedule_start_at": {"name": "run_schedule_start_at", "description": "Scheduled date range to run associated creatives. The start date must be non-null. Represents the inclusive (greater than or equal to) value in which to start the range.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "run_schedule_end_at": {"name": "run_schedule_end_at", "description": "Scheduled date range to run associated creatives. The start date must be non-null. Represents the exclusive (strictly less than) value in which to end the range, if provided.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "campaign_status": {"name": "campaign_status", "description": "ACTIVE - Denotes that the campaign is fully servable.\nPAUSED - Denotes that the campaign meets all requirements to be served, but temporarily should not be.\nARCHIVED - Denotes that the campaign is presently inactive, and should mostly be hidden in the UI until un-archived.\nCOMPLETED - Denotes that the campaign has reached a specified budgetary or chronological limit.\nCANCELED - Denotes that the campaign has been permanently canceled, such as when an advertising account is permanently closed.\nDRAFT - Denotes that the campaign is still being edited and not eligible for serving. Some validation will be postponed until the campaign is activated.\nPENDING_DELETION - Denotes that the campaign has been requested to be deleted that is currently pending.\nREMOVED - Denotes that the campaign was deleted, but must remain fetchable due to the existence of performance data.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "campaign_type": {"name": "campaign_type", "description": "TEXT_AD - Text-based ads that show up in the right column or top of the page on LinkedIn.\nSPONSORED_UPDATES - Native ads that promote a company's content updates in the LinkedIn feed.\nSPONSORED_INMAILS - Personalized messages with a call-to-action button delivered to a LinkedIn's member inbox.\nDYNAMIC - Ads that are dynamically personalized.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "unit_cost_amount": {"name": "unit_cost_amount", "description": "This value is used as one of the following: amount to bid (for manual bidding), amount which is the target cost (for target cost bidding) per click,  impression, or other event depending on the pricing model, or cost cap (for cost cap bidding). The amount of money as a real number string.  The amount should be non-negative if the bidding strategy is manual, target cost, or cost cap bidding. The default is 0 with the currency code set to match that of the associated account.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "unit_cost_currency_code": {"name": "unit_cost_currency_code", "description": "Amount to bid per click, impression, or other event depending on the pricing model. The default is 0 with the currency code set to match that of the associated account.  ISO currency code.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "account_currency": {"name": "account_currency", "description": "The ISO 4217 currency code of the account, such as 'USD' for United States Dollar (default).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "conversion_value_in_local_currency": {"name": "conversion_value_in_local_currency", "description": "The value generated by your conversions, displayed in your LinkedIn account's local currency, on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "total_conversions": {"name": "total_conversions", "description": "The total conversions being brought in the conversion fields you select in your `linkedin_ads__conversion_fields`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "external_website_conversions": {"name": "external_website_conversions", "description": "The actions taken on your website that you've defined as valuable to your business after clicking on LinkedIn ads.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "one_click_leads": {"name": "one_click_leads", "description": "Leads submitted after clicking on LinkedIn ads.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "linkedin://models/linkedin.yml", "build_path": null, "unrendered_config": {"materialized": "table", "schema": "linkedin_{{ var('directed_schema','dev') }}", "enabled": true}, "created_at": 1768603593.3399024, "relation_name": "\"postgres\".\"public_linkedin_dev\".\"linkedin_ads__monthly_campaign_country_report\"", "raw_code": "{{ config(enabled=fivetran_utils.enabled_vars(['ad_reporting__linkedin_ads_enabled','linkedin_ads__using_geo','linkedin_ads__using_monthly_ad_analytics_by_member_country'])) }}\n\nwith campaign as (\n\n    select *\n    from {{ ref('stg_linkedin_ads__campaign_history') }}\n    where is_latest_version\n),\n\ncampaign_group as (\n\n    select *\n    from {{ ref('stg_linkedin_ads__campaign_group_history') }}\n    where is_latest_version\n),\n\naccount as (\n\n    select *\n    from {{ ref('stg_linkedin_ads__account_history') }}\n    where is_latest_version\n),\n\ngeo as (\n\n    select *\n    from {{ ref('stg_linkedin_ads__geo') }}\n),\n\nreport as (\n\n    select *,\n        {% if var('linkedin_ads__conversion_fields', none) %}\n            {{ var('linkedin_ads__conversion_fields') | join(' + ') }} as total_conversions\n        {% else %}\n            0 as total_conversions\n        {% endif %}\n    from {{ ref('stg_linkedin_ads__monthly_ad_analytics_by_country') }}\n),\n\nfinal as (\n\n    select \n        report.source_relation,\n        report.date_month,\n        geo.value as country_name,\n        report.campaign_id,\n        campaign.campaign_name,\n        campaign.version_tag,\n        campaign_group.campaign_group_id,\n        campaign_group.campaign_group_name,\n        account.account_id,\n        account.account_name,\n        campaign.status as campaign_status,\n        campaign_group.status as campaign_group_status,\n        campaign.type as campaign_type,\n        campaign.cost_type,\n        campaign.creative_selection,\n        campaign.daily_budget_amount,\n        campaign.daily_budget_currency_code,\n        campaign.unit_cost_amount,\n        campaign.unit_cost_currency_code,\n        account.currency as account_currency,\n        campaign.format,\n        campaign.locale_country as campaign_locale_country,\n        campaign.locale_language as campaign_locale_language,\n        campaign.objective_type,\n        campaign.optimization_target_type,\n        campaign.is_audience_expansion_enabled,\n        campaign.is_offsite_delivery_enabled,\n        campaign.run_schedule_start_at,\n        campaign.run_schedule_end_at,\n        campaign.last_modified_at,\n        campaign.created_at,\n        sum(report.total_conversions) as total_conversions,\n        sum(report.clicks) as clicks,\n        sum(report.impressions) as impressions,\n        sum(report.cost) as cost,\n        sum(coalesce(report.conversion_value_in_local_currency, 0)) as conversion_value_in_local_currency\n\n        {{ linkedin_ads_persist_pass_through_columns(pass_through_variable='linkedin_ads__conversion_fields', transform='sum', coalesce_with=0) }}\n        \n        {{ linkedin_ads_persist_pass_through_columns(pass_through_variable='linkedin_ads__monthly_ad_analytics_by_member_country_passthrough_metrics', transform='sum') }}\n\n    from report \n    left join geo\n        on geo.geo_id = report.member_country_geo_id\n        and report.source_relation = report.source_relation\n    left join campaign \n        on report.campaign_id = campaign.campaign_id\n        and report.source_relation = campaign.source_relation\n    left join campaign_group\n        on campaign.campaign_group_id = campaign_group.campaign_group_id\n        and campaign.source_relation = campaign_group.source_relation\n    left join account \n        on campaign.account_id = account.account_id\n        and campaign.source_relation = account.source_relation\n\n    {{ dbt_utils.group_by(31) }}\n\n)\n\nselect *\nfrom final", "doc_blocks": [], "language": "sql", "refs": [{"name": "stg_linkedin_ads__campaign_history", "package": null, "version": null}, {"name": "stg_linkedin_ads__campaign_group_history", "package": null, "version": null}, {"name": "stg_linkedin_ads__account_history", "package": null, "version": null}, {"name": "stg_linkedin_ads__geo", "package": null, "version": null}, {"name": "stg_linkedin_ads__monthly_ad_analytics_by_country", "package": null, "version": null}], "sources": [], "metrics": [], "functions": [], "depends_on": {"macros": ["macro.fivetran_utils.enabled_vars", "macro.linkedin.linkedin_ads_persist_pass_through_columns", "macro.dbt_utils.group_by"], "nodes": ["model.linkedin.stg_linkedin_ads__campaign_history", "model.linkedin.stg_linkedin_ads__campaign_group_history", "model.linkedin.stg_linkedin_ads__account_history", "model.linkedin.stg_linkedin_ads__geo", "model.linkedin.stg_linkedin_ads__monthly_ad_analytics_by_country"]}, "compiled_path": "target/compiled/linkedin/models/linkedin_ads__monthly_campaign_country_report.sql", "compiled": true, "compiled_code": "\n\nwith campaign as (\n\n    select *\n    from \"postgres\".\"public_linkedin_dev\".\"stg_linkedin_ads__campaign_history\"\n    where is_latest_version\n),\n\ncampaign_group as (\n\n    select *\n    from \"postgres\".\"public_linkedin_dev\".\"stg_linkedin_ads__campaign_group_history\"\n    where is_latest_version\n),\n\naccount as (\n\n    select *\n    from \"postgres\".\"public_linkedin_dev\".\"stg_linkedin_ads__account_history\"\n    where is_latest_version\n),\n\ngeo as (\n\n    select *\n    from \"postgres\".\"public_linkedin_dev\".\"stg_linkedin_ads__geo\"\n),\n\nreport as (\n\n    select *,\n        \n            external_website_conversions + one_click_leads as total_conversions\n        \n    from \"postgres\".\"public_linkedin_dev\".\"stg_linkedin_ads__monthly_ad_analytics_by_country\"\n),\n\nfinal as (\n\n    select \n        report.source_relation,\n        report.date_month,\n        geo.value as country_name,\n        report.campaign_id,\n        campaign.campaign_name,\n        campaign.version_tag,\n        campaign_group.campaign_group_id,\n        campaign_group.campaign_group_name,\n        account.account_id,\n        account.account_name,\n        campaign.status as campaign_status,\n        campaign_group.status as campaign_group_status,\n        campaign.type as campaign_type,\n        campaign.cost_type,\n        campaign.creative_selection,\n        campaign.daily_budget_amount,\n        campaign.daily_budget_currency_code,\n        campaign.unit_cost_amount,\n        campaign.unit_cost_currency_code,\n        account.currency as account_currency,\n        campaign.format,\n        campaign.locale_country as campaign_locale_country,\n        campaign.locale_language as campaign_locale_language,\n        campaign.objective_type,\n        campaign.optimization_target_type,\n        campaign.is_audience_expansion_enabled,\n        campaign.is_offsite_delivery_enabled,\n        campaign.run_schedule_start_at,\n        campaign.run_schedule_end_at,\n        campaign.last_modified_at,\n        campaign.created_at,\n        sum(report.total_conversions) as total_conversions,\n        sum(report.clicks) as clicks,\n        sum(report.impressions) as impressions,\n        sum(report.cost) as cost,\n        sum(coalesce(report.conversion_value_in_local_currency, 0)) as conversion_value_in_local_currency\n\n        \n\n\n\n\n\n\n\n    \n    \n    \n        \n        , sum(coalesce(external_website_conversions, 0)) as external_website_conversions\n        \n\n    \n    \n    \n        \n        , sum(coalesce(one_click_leads, 0)) as one_click_leads\n        \n\n    \n\n\n\n        \n        \n\n\n\n\n\n\n\n\n\n\n    from report \n    left join geo\n        on geo.geo_id = report.member_country_geo_id\n        and report.source_relation = report.source_relation\n    left join campaign \n        on report.campaign_id = campaign.campaign_id\n        and report.source_relation = campaign.source_relation\n    left join campaign_group\n        on campaign.campaign_group_id = campaign_group.campaign_group_id\n        and campaign.source_relation = campaign_group.source_relation\n    left join account \n        on campaign.account_id = account.account_id\n        and campaign.source_relation = account.source_relation\n\n    group by 1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31\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, "primary_key": [], "time_spine": null}, "model.linkedin.linkedin_ads__account_report": {"database": "postgres", "schema": "public_linkedin_dev", "name": "linkedin_ads__account_report", "resource_type": "model", "package_name": "linkedin", "path": "linkedin_ads__account_report.sql", "original_file_path": "models/linkedin_ads__account_report.sql", "unique_id": "model.linkedin.linkedin_ads__account_report", "fqn": ["linkedin", "linkedin_ads__account_report"], "alias": "linkedin_ads__account_report", "checksum": {"name": "sha256", "checksum": "7a41431883d88c0a39ba361aed8802d1c9111e356f2897d83b474a497496d6da"}, "config": {"enabled": true, "alias": null, "schema": "linkedin_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "batch_size": null, "lookback": 1, "begin": 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}, "event_time": null, "concurrent_batches": null, "access": "protected", "freshness": null}, "tags": [], "description": "Each record in this table represents the daily performance of ads at the account level.", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.linkedin.source_relation"]}, "account_name": {"name": "account_name", "description": "A label for the account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "account_id": {"name": "account_id", "description": "Unique internal ID representing the account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "date_day": {"name": "date_day", "description": "The day of the activity.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "clicks": {"name": "clicks", "description": "The count of chargeable clicks.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "impressions": {"name": "impressions", "description": "This is the count of \"impressions\" for Direct Ads and Sponsored Updates and \"sends\" for InMails.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "cost": {"name": "cost", "description": "The cost of the ads in the local currency or USD.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "last_modified_at": {"name": "last_modified_at", "description": "The timestamp of when the version was updated.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "created_at": {"name": "created_at", "description": "The timestamp of when the account was created.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "currency": {"name": "currency", "description": "The ISO 4217 currency code of the account, such as 'USD' for United States Dollar (default).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "version_tag": {"name": "version_tag", "description": "An integer representation of the version of the account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "status": {"name": "status", "description": "ACTIVE - Account is active; this is the default state\nCANCELLED - Account has been permanently cancelled\nDRAFT - Account is in draft status, meaning it's not yet fully set up and it is not serving\nPENDING_DELETION - Denotes that the account has been requested to be deleted that is currently pending\nREMOVED - Denotes that the account was deleted, but must remain fetchable due to the existence of performance data.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "type": {"name": "type", "description": "BUSINESS - This is the only value allowed when creating accounts through the API.\nENTERPRISE - This value cannot be used to create accounts through the API and is reserved for accounts created by LinkedIn's internal ad operations systems.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "conversion_value_in_local_currency": {"name": "conversion_value_in_local_currency", "description": "The value generated by your conversions, displayed in your LinkedIn account's local currency, on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "total_conversions": {"name": "total_conversions", "description": "The total conversions being brought in the conversion fields you select in your `linkedin_ads__conversion_fields`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "external_website_conversions": {"name": "external_website_conversions", "description": "The actions taken on your website that you've defined as valuable to your business after clicking on LinkedIn ads.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "one_click_leads": {"name": "one_click_leads", "description": "Leads submitted after clicking on LinkedIn ads.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "linkedin://models/linkedin.yml", "build_path": null, "unrendered_config": {"materialized": "table", "schema": "linkedin_{{ var('directed_schema','dev') }}", "enabled": true}, "created_at": 1768603593.3162918, "relation_name": "\"postgres\".\"public_linkedin_dev\".\"linkedin_ads__account_report\"", "raw_code": "{{ config(enabled=var('ad_reporting__linkedin_ads_enabled', True)) }}\n\nwith account as (\n\n    select *\n    from {{ ref('stg_linkedin_ads__account_history') }}\n    where is_latest_version\n),\n\ncampaign as (\n\n    select *\n    from {{ ref('stg_linkedin_ads__campaign_history') }}\n    where is_latest_version\n),\n\nreport as (\n\n    select *,\n        {% if var('linkedin_ads__conversion_fields', none) %}\n            {{ var('linkedin_ads__conversion_fields') | join(' + ') }} as total_conversions\n        {% else %}\n            0 as total_conversions\n        {% endif %}\n    from {{ ref('stg_linkedin_ads__ad_analytics_by_campaign') }}\n),\n\nfinal as (\n\n    select \n        report.source_relation,\n        report.date_day,\n        account.account_id,\n        account.account_name,\n        account.version_tag,\n        account.currency,\n        account.status,\n        account.type,\n        account.last_modified_at,\n        account.created_at,\n        sum(report.total_conversions) as total_conversions,\n        sum(report.clicks) as clicks,\n        sum(report.impressions) as impressions,\n        sum(report.cost) as cost,\n        sum(coalesce(report.conversion_value_in_local_currency, 0)) as conversion_value_in_local_currency\n\n        {{ linkedin_ads_persist_pass_through_columns(pass_through_variable='linkedin_ads__conversion_fields', transform='sum', coalesce_with=0, except_variable='linkedin_ads__campaign_passthrough_metrics', exclude_fields=['conversion_value_in_local_currency']) }}\n        \n        {{ linkedin_ads_persist_pass_through_columns(pass_through_variable='linkedin_ads__campaign_passthrough_metrics', transform='sum', exclude_fields=['conversion_value_in_local_currency']) }}\n\n    from report \n    left join campaign \n        on report.campaign_id = campaign.campaign_id\n        and report.source_relation = campaign.source_relation\n    left join account \n        on campaign.account_id = account.account_id\n        and campaign.source_relation = account.source_relation\n\n    {{ dbt_utils.group_by(10) }}\n\n)\n\nselect *\nfrom final", "doc_blocks": [], "language": "sql", "refs": [{"name": "stg_linkedin_ads__account_history", "package": null, "version": null}, {"name": "stg_linkedin_ads__campaign_history", "package": null, "version": null}, {"name": "stg_linkedin_ads__ad_analytics_by_campaign", "package": null, "version": null}], "sources": [], "metrics": [], "functions": [], "depends_on": {"macros": ["macro.linkedin.linkedin_ads_persist_pass_through_columns", "macro.dbt_utils.group_by"], "nodes": ["model.linkedin.stg_linkedin_ads__account_history", "model.linkedin.stg_linkedin_ads__campaign_history", "model.linkedin.stg_linkedin_ads__ad_analytics_by_campaign"]}, "compiled_path": "target/compiled/linkedin/models/linkedin_ads__account_report.sql", "compiled": true, "compiled_code": "\n\nwith account as (\n\n    select *\n    from \"postgres\".\"public_linkedin_dev\".\"stg_linkedin_ads__account_history\"\n    where is_latest_version\n),\n\ncampaign as (\n\n    select *\n    from \"postgres\".\"public_linkedin_dev\".\"stg_linkedin_ads__campaign_history\"\n    where is_latest_version\n),\n\nreport as (\n\n    select *,\n        \n            external_website_conversions + one_click_leads as total_conversions\n        \n    from \"postgres\".\"public_linkedin_dev\".\"stg_linkedin_ads__ad_analytics_by_campaign\"\n),\n\nfinal as (\n\n    select \n        report.source_relation,\n        report.date_day,\n        account.account_id,\n        account.account_name,\n        account.version_tag,\n        account.currency,\n        account.status,\n        account.type,\n        account.last_modified_at,\n        account.created_at,\n        sum(report.total_conversions) as total_conversions,\n        sum(report.clicks) as clicks,\n        sum(report.impressions) as impressions,\n        sum(report.cost) as cost,\n        sum(coalesce(report.conversion_value_in_local_currency, 0)) as conversion_value_in_local_currency\n\n        \n\n\n\n    \n    \n\n\n\n    \n\n\n\n    \n    \n    \n        \n        , sum(coalesce(external_website_conversions, 0)) as external_website_conversions\n        \n\n    \n    \n    \n        \n        , sum(coalesce(one_click_leads, 0)) as one_click_leads\n        \n\n    \n\n\n\n        \n        \n\n\n\n\n\n    \n\n\n\n\n\n\n    from report \n    left join campaign \n        on report.campaign_id = campaign.campaign_id\n        and report.source_relation = campaign.source_relation\n    left join account \n        on campaign.account_id = account.account_id\n        and campaign.source_relation = account.source_relation\n\n    group by 1,2,3,4,5,6,7,8,9,10\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, "primary_key": [], "time_spine": null}, "model.linkedin.linkedin_ads__campaign_group_report": {"database": "postgres", "schema": "public_linkedin_dev", "name": "linkedin_ads__campaign_group_report", "resource_type": "model", "package_name": "linkedin", "path": "linkedin_ads__campaign_group_report.sql", "original_file_path": "models/linkedin_ads__campaign_group_report.sql", "unique_id": "model.linkedin.linkedin_ads__campaign_group_report", "fqn": ["linkedin", "linkedin_ads__campaign_group_report"], "alias": "linkedin_ads__campaign_group_report", "checksum": {"name": "sha256", "checksum": "6779ecaffd04d2f0d0bb9d8de21809f90a53ed6d8e9d0b5a481e1b4d99c125f2"}, "config": {"enabled": true, "alias": null, "schema": "linkedin_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "batch_size": null, "lookback": 1, "begin": 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}, "event_time": null, "concurrent_batches": null, "access": "protected", "freshness": null}, "tags": [], "description": "Each record in this table represents the daily performance of ads at the campaign group level.", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.linkedin.source_relation"]}, "account_name": {"name": "account_name", "description": "A label for the account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "account_id": {"name": "account_id", "description": "Unique internal ID representing the account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "date_day": {"name": "date_day", "description": "The day of the activity.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "clicks": {"name": "clicks", "description": "The count of chargeable clicks.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "impressions": {"name": "impressions", "description": "This is the count of \"impressions\" for Direct Ads and Sponsored Updates and \"sends\" for InMails.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "cost": {"name": "cost", "description": "The cost of the ads in the local currency or USD.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "campaign_group_name": {"name": "campaign_group_name", "description": "A label for the campaign group.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "campaign_group_id": {"name": "campaign_group_id", "description": "Unique internal ID representing the campaign group.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "last_modified_at": {"name": "last_modified_at", "description": "The timestamp of when the version was updated.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "created_at": {"name": "created_at", "description": "The timestamp of when the campaign group was created.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "is_backfilled": {"name": "is_backfilled", "description": "Flag that denotes whether the campaign group was created organically or to backfill existing campaigns. This is a read-only field set by the system. Default = false.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "run_schedule_start_at": {"name": "run_schedule_start_at", "description": "Represents the inclusive (greater than or equal to) date when to start running the associated campaigns under this campaign group. This field is required.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "run_schedule_end_at": {"name": "run_schedule_end_at", "description": "Represents the exclusive (strictly less than) date when to stop running the associated campaigns under this campaign group. If this field is unset, it indicates an open range with no end date.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "status": {"name": "status", "description": "Status of campaign group. Possible values are: ACTIVE - Denotes that the campaign group is capable of serving ads, subject to run date and budget limitations (as well as any other limitations at the account or campaign level). ARCHIVED - Denotes that the campaign group is presently inactive, and should mostly be hidden in the UI until un-archived. CANCELLED - Denotes that the campaign group has been permanently canceled and cannot be reactivated. Not a settable status. DRAFT - Denotes that the campaign group is in a preliminary state and should temporarily not be served. PAUSED - Denotes that the campaign group meets all requirements to be served, but temporarily should not be. PENDING_DELETION - Denotes that the campaign group has been requested to be deleted that is currently pending. REMOVED - Denoted that the campaign group was deleted, but must remain fetchable due to the existence of performance data.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "currency": {"name": "currency", "description": "The ISO 4217 currency code of the account, such as 'USD' for United States Dollar (default).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "conversion_value_in_local_currency": {"name": "conversion_value_in_local_currency", "description": "The value generated by your conversions, displayed in your LinkedIn account's local currency, on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "total_conversions": {"name": "total_conversions", "description": "The total conversions being brought in the conversion fields you select in your `linkedin_ads__conversion_fields`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "external_website_conversions": {"name": "external_website_conversions", "description": "The actions taken on your website that you've defined as valuable to your business after clicking on LinkedIn ads.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "one_click_leads": {"name": "one_click_leads", "description": "Leads submitted after clicking on LinkedIn ads.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "linkedin://models/linkedin.yml", "build_path": null, "unrendered_config": {"materialized": "table", "schema": "linkedin_{{ var('directed_schema','dev') }}", "enabled": true}, "created_at": 1768603593.3282444, "relation_name": "\"postgres\".\"public_linkedin_dev\".\"linkedin_ads__campaign_group_report\"", "raw_code": "{{ config(enabled=var('ad_reporting__linkedin_ads_enabled', True)) }}\n\nwith campaign_group as (\n\n    select *\n    from {{ ref('stg_linkedin_ads__campaign_group_history') }}\n    where is_latest_version\n),\n\ncampaign as (\n\n    select *\n    from {{ ref('stg_linkedin_ads__campaign_history') }}\n    where is_latest_version\n),\n\naccount as (\n\n    select *\n    from {{ ref('stg_linkedin_ads__account_history') }}\n    where is_latest_version\n),\n\nreport as (\n\n    select *,\n        {% if var('linkedin_ads__conversion_fields', none) %}\n            {{ var('linkedin_ads__conversion_fields') | join(' + ') }} as total_conversions\n        {% else %}\n            0 as total_conversions\n        {% endif %}\n    from {{ ref('stg_linkedin_ads__ad_analytics_by_campaign') }}\n),\n\nfinal as (\n\n    select \n        report.source_relation,\n        report.date_day,\n        campaign_group.campaign_group_id,\n        campaign_group.campaign_group_name,\n        account.account_id,\n        account.account_name,\n        campaign_group.status,\n        account.currency,\n        campaign_group.is_backfilled,\n        campaign_group.run_schedule_start_at,\n        campaign_group.run_schedule_end_at,\n        campaign_group.last_modified_at,\n        campaign_group.created_at,\n        sum(report.total_conversions) as total_conversions,\n        sum(report.clicks) as clicks,\n        sum(report.impressions) as impressions,\n        sum(report.cost) as cost,\n        sum(coalesce(report.conversion_value_in_local_currency, 0)) as conversion_value_in_local_currency\n\n        {{ linkedin_ads_persist_pass_through_columns(pass_through_variable='linkedin_ads__conversion_fields', transform='sum', coalesce_with=0, except_variable='linkedin_ads__campaign_passthrough_metrics', exclude_fields=['conversion_value_in_local_currency']) }}\n\n        {{ linkedin_ads_persist_pass_through_columns(pass_through_variable='linkedin_ads__campaign_passthrough_metrics', transform='sum', exclude_fields=['conversion_value_in_local_currency']) }}\n\n    from report \n    left join campaign \n        on report.campaign_id = campaign.campaign_id\n        and report.source_relation = campaign.source_relation\n    left join campaign_group\n        on campaign.campaign_group_id = campaign_group.campaign_group_id\n        and campaign.source_relation = campaign_group.source_relation\n    left join account \n        on campaign.account_id = account.account_id\n        and campaign.source_relation = account.source_relation\n\n    {{ dbt_utils.group_by(13) }}\n\n)\n\nselect *\nfrom final", "doc_blocks": [], "language": "sql", "refs": [{"name": "stg_linkedin_ads__campaign_group_history", "package": null, "version": null}, {"name": "stg_linkedin_ads__campaign_history", "package": null, "version": null}, {"name": "stg_linkedin_ads__account_history", "package": null, "version": null}, {"name": "stg_linkedin_ads__ad_analytics_by_campaign", "package": null, "version": null}], "sources": [], "metrics": [], "functions": [], "depends_on": {"macros": ["macro.linkedin.linkedin_ads_persist_pass_through_columns", "macro.dbt_utils.group_by"], "nodes": ["model.linkedin.stg_linkedin_ads__campaign_group_history", "model.linkedin.stg_linkedin_ads__campaign_history", "model.linkedin.stg_linkedin_ads__account_history", "model.linkedin.stg_linkedin_ads__ad_analytics_by_campaign"]}, "compiled_path": "target/compiled/linkedin/models/linkedin_ads__campaign_group_report.sql", "compiled": true, "compiled_code": "\n\nwith campaign_group as (\n\n    select *\n    from \"postgres\".\"public_linkedin_dev\".\"stg_linkedin_ads__campaign_group_history\"\n    where is_latest_version\n),\n\ncampaign as (\n\n    select *\n    from \"postgres\".\"public_linkedin_dev\".\"stg_linkedin_ads__campaign_history\"\n    where is_latest_version\n),\n\naccount as (\n\n    select *\n    from \"postgres\".\"public_linkedin_dev\".\"stg_linkedin_ads__account_history\"\n    where is_latest_version\n),\n\nreport as (\n\n    select *,\n        \n            external_website_conversions + one_click_leads as total_conversions\n        \n    from \"postgres\".\"public_linkedin_dev\".\"stg_linkedin_ads__ad_analytics_by_campaign\"\n),\n\nfinal as (\n\n    select \n        report.source_relation,\n        report.date_day,\n        campaign_group.campaign_group_id,\n        campaign_group.campaign_group_name,\n        account.account_id,\n        account.account_name,\n        campaign_group.status,\n        account.currency,\n        campaign_group.is_backfilled,\n        campaign_group.run_schedule_start_at,\n        campaign_group.run_schedule_end_at,\n        campaign_group.last_modified_at,\n        campaign_group.created_at,\n        sum(report.total_conversions) as total_conversions,\n        sum(report.clicks) as clicks,\n        sum(report.impressions) as impressions,\n        sum(report.cost) as cost,\n        sum(coalesce(report.conversion_value_in_local_currency, 0)) as conversion_value_in_local_currency\n\n        \n\n\n\n    \n    \n\n\n\n    \n\n\n\n    \n    \n    \n        \n        , sum(coalesce(external_website_conversions, 0)) as external_website_conversions\n        \n\n    \n    \n    \n        \n        , sum(coalesce(one_click_leads, 0)) as one_click_leads\n        \n\n    \n\n\n\n\n        \n\n\n\n\n\n    \n\n\n\n\n\n\n    from report \n    left join campaign \n        on report.campaign_id = campaign.campaign_id\n        and report.source_relation = campaign.source_relation\n    left join campaign_group\n        on campaign.campaign_group_id = campaign_group.campaign_group_id\n        and campaign.source_relation = campaign_group.source_relation\n    left join account \n        on campaign.account_id = account.account_id\n        and campaign.source_relation = account.source_relation\n\n    group by 1,2,3,4,5,6,7,8,9,10,11,12,13\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, "primary_key": [], "time_spine": null}, "model.linkedin.linkedin_ads__campaign_report": {"database": "postgres", "schema": "public_linkedin_dev", "name": "linkedin_ads__campaign_report", "resource_type": "model", "package_name": "linkedin", "path": "linkedin_ads__campaign_report.sql", "original_file_path": "models/linkedin_ads__campaign_report.sql", "unique_id": "model.linkedin.linkedin_ads__campaign_report", "fqn": ["linkedin", "linkedin_ads__campaign_report"], "alias": "linkedin_ads__campaign_report", "checksum": {"name": "sha256", "checksum": "db37ff0d37bbd8c514396c692c9addcdd6c4d1e3fb1ba7bdb7a67c44678bbdaf"}, "config": {"enabled": true, "alias": null, "schema": "linkedin_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "batch_size": null, "lookback": 1, "begin": 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}, "event_time": null, "concurrent_batches": null, "access": "protected", "freshness": null}, "tags": [], "description": "Each record in this table represents the daily performance of ads at the campaign level.", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.linkedin.source_relation"]}, "account_name": {"name": "account_name", "description": "A label for the account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "account_id": {"name": "account_id", "description": "Unique internal ID representing the account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "date_day": {"name": "date_day", "description": "The day of the activity.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "clicks": {"name": "clicks", "description": "The count of chargeable clicks.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "impressions": {"name": "impressions", "description": "This is the count of \"impressions\" for Direct Ads and Sponsored Updates and \"sends\" for InMails.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "cost": {"name": "cost", "description": "The cost of the ads in the local currency or USD.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "campaign_group_name": {"name": "campaign_group_name", "description": "A label for the campaign group.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "campaign_group_id": {"name": "campaign_group_id", "description": "Unique internal ID representing the campaign group.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "campaign_name": {"name": "campaign_name", "description": "A label for the campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "campaign_id": {"name": "campaign_id", "description": "Unique internal ID representing the campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "campaign_group_status": {"name": "campaign_group_status", "description": "Status of campaign's campaign group. Possible values are: ACTIVE - Denotes that the campaign group is capable of serving ads, subject to run date and budget limitations (as well as any other limitations at the account or campaign level). ARCHIVED - Denotes that the campaign group is presently inactive, and should mostly be hidden in the UI until un-archived. CANCELLED - Denotes that the campaign group has been permanently canceled and cannot be reactivated. Not a settable status. DRAFT - Denotes that the campaign group is in a preliminary state and should temporarily not be served. PAUSED - Denotes that the campaign group meets all requirements to be served, but temporarily should not be. PENDING_DELETION - Denotes that the campaign group has been requested to be deleted that is currently pending. REMOVED - Denoted that the campaign group was deleted, but must remain fetchable due to the existence of performance data.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "last_modified_at": {"name": "last_modified_at", "description": "The timestamp of when the version was updated.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "created_at": {"name": "created_at", "description": "The timestamp of when the campaign was created.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "version_tag": {"name": "version_tag", "description": "An integer representation of the version of the campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "is_audience_expansion_enabled": {"name": "is_audience_expansion_enabled", "description": "Boolean (default=false) representing whether Audience Expansion is enabled for the campaign provides query expansion for certain targeting criteria.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "cost_type": {"name": "cost_type", "description": "CPM - Cost per thousand advertising impressions. If type=SPONSORED_INMAILS; cost per send(CPS) is measured as CPM x 1000.\nCPC- Cost per individual click on the associated link.\nCPV- Cost per view for video ads.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "creative_selection": {"name": "creative_selection", "description": "ROUND_ROBIN - Rotate through available creatives to serve them as evenly as possible.\nOPTIMIZED (default) - Bias selection taking into account such as expected performance. Not available for Message and Conversation Ads (type=SPONSORED_INMAILS).\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "daily_budget_amount": {"name": "daily_budget_amount", "description": "Maximum amount to spend per day UTC. The amount of money as a real number string.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "daily_budget_currency_code": {"name": "daily_budget_currency_code", "description": "ISO currency code. The currency must match that of the parent account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "format": {"name": "format", "description": "The ad format on the campaign level. See https://docs.microsoft.com/en-us/linkedin/marketing/integrations/ads/campaign-formats?view=li-lms-2022-07", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "locale_country": {"name": "locale_country", "description": "Locale of the campaign. An uppercase two-letter country code as defined by ISO-3166.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "locale_language": {"name": "locale_language", "description": "Locale of the campaign. A lowercase two-letter language code as defined by ISO-639.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "objective_type": {"name": "objective_type", "description": "Campaign Objective type values. Click [here](https://docs.microsoft.com/en-us/linkedin/marketing/integrations/ads-reporting/ad-budget-pricing-type-combinations?view=li-lms-2022-07) for Campaign Objective descriptions. One of: - BRAND_AWARENESS - ENGAGEMENT - JOB_APPLICANTS - LEAD_GENERATION - WEBSITE_CONVERSIONS - WEBSITE_VISITS - VIDEO_VIEWS\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "is_offsite_delivery_enabled": {"name": "is_offsite_delivery_enabled", "description": "Boolean indicating if this campaign to allowed to be served on the LinkedIn Audience Network to extend the reach of your campaign by delivering ads beyond the  LinkedIn feed to members on third-party apps and sites.\t(default will be \"True\" from June 30, 2022)\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "optimization_target_type": {"name": "optimization_target_type", "description": "Determines how this campaign is optimized for spending. If this is not set, there is no optimization. Refer to the documentation here. Default = 'NONE'.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "run_schedule_start_at": {"name": "run_schedule_start_at", "description": "Scheduled date range to run associated creatives. The start date must be non-null. Represents the inclusive (greater than or equal to) value in which to start the range.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "run_schedule_end_at": {"name": "run_schedule_end_at", "description": "Scheduled date range to run associated creatives. The start date must be non-null. Represents the exclusive (strictly less than) value in which to end the range, if provided.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "campaign_status": {"name": "campaign_status", "description": "ACTIVE - Denotes that the campaign is fully servable.\nPAUSED - Denotes that the campaign meets all requirements to be served, but temporarily should not be.\nARCHIVED - Denotes that the campaign is presently inactive, and should mostly be hidden in the UI until un-archived.\nCOMPLETED - Denotes that the campaign has reached a specified budgetary or chronological limit.\nCANCELED - Denotes that the campaign has been permanently canceled, such as when an advertising account is permanently closed.\nDRAFT - Denotes that the campaign is still being edited and not eligible for serving. Some validation will be postponed until the campaign is activated.\nPENDING_DELETION - Denotes that the campaign has been requested to be deleted that is currently pending.\nREMOVED - Denotes that the campaign was deleted, but must remain fetchable due to the existence of performance data.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "type": {"name": "type", "description": "TEXT_AD - Text-based ads that show up in the right column or top of the page on LinkedIn.\nSPONSORED_UPDATES - Native ads that promote a company's content updates in the LinkedIn feed.\nSPONSORED_INMAILS - Personalized messages with a call-to-action button delivered to a LinkedIn's member inbox.\nDYNAMIC - Ads that are dynamically personalized.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "unit_cost_amount": {"name": "unit_cost_amount", "description": "This value is used as one of the following: amount to bid (for manual bidding), amount which is the target cost (for target cost bidding) per click,  impression, or other event depending on the pricing model, or cost cap (for cost cap bidding). The amount of money as a real number string.  The amount should be non-negative if the bidding strategy is manual, target cost, or cost cap bidding. The default is 0 with the currency code set to match that of the associated account.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "unit_cost_currency_code": {"name": "unit_cost_currency_code", "description": "Amount to bid per click, impression, or other event depending on the pricing model. The default is 0 with the currency code set to match that of the associated account.  ISO currency code.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "currency": {"name": "currency", "description": "The ISO 4217 currency code of the account, such as 'USD' for United States Dollar (default).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "conversion_value_in_local_currency": {"name": "conversion_value_in_local_currency", "description": "The value generated by your conversions, displayed in your LinkedIn account's local currency, on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "total_conversions": {"name": "total_conversions", "description": "The total conversions being brought in the conversion fields you select in your `linkedin_ads__conversion_fields`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "external_website_conversions": {"name": "external_website_conversions", "description": "The actions taken on your website that you've defined as valuable to your business after clicking on LinkedIn ads.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "one_click_leads": {"name": "one_click_leads", "description": "Leads submitted after clicking on LinkedIn ads.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "linkedin://models/linkedin.yml", "build_path": null, "unrendered_config": {"materialized": "table", "schema": "linkedin_{{ var('directed_schema','dev') }}", "enabled": true}, "created_at": 1768603593.3254952, "relation_name": "\"postgres\".\"public_linkedin_dev\".\"linkedin_ads__campaign_report\"", "raw_code": "{{ config(enabled=var('ad_reporting__linkedin_ads_enabled', True)) }}\n\nwith campaign as (\n\n    select *\n    from {{ ref('stg_linkedin_ads__campaign_history') }}\n    where is_latest_version\n),\n\ncampaign_group as (\n\n    select *\n    from {{ ref('stg_linkedin_ads__campaign_group_history') }}\n    where is_latest_version\n),\n\naccount as (\n\n    select *\n    from {{ ref('stg_linkedin_ads__account_history') }}\n    where is_latest_version\n),\n\nreport as (\n\n    select *,\n        {% if var('linkedin_ads__conversion_fields', none) %}\n            {{ var('linkedin_ads__conversion_fields') | join(' + ') }} as total_conversions\n        {% else %}\n            0 as total_conversions\n        {% endif %}\n    from {{ ref('stg_linkedin_ads__ad_analytics_by_campaign') }}\n),\n\nfinal as (\n\n    select \n        report.source_relation,\n        report.date_day,\n        report.campaign_id,\n        campaign.campaign_name,\n        campaign.version_tag,\n        campaign_group.campaign_group_id,\n        campaign_group.campaign_group_name,\n        account.account_id,\n        account.account_name,\n        campaign.status as campaign_status,\n        campaign_group.status as campaign_group_status,\n        campaign.type,\n        campaign.cost_type,\n        campaign.creative_selection,\n        campaign.daily_budget_amount,\n        campaign.daily_budget_currency_code,\n        campaign.unit_cost_amount,\n        campaign.unit_cost_currency_code,\n        account.currency,\n        campaign.format,\n        campaign.locale_country,\n        campaign.locale_language,\n        campaign.objective_type,\n        campaign.optimization_target_type,\n        campaign.is_audience_expansion_enabled,\n        campaign.is_offsite_delivery_enabled,\n        campaign.run_schedule_start_at,\n        campaign.run_schedule_end_at,\n        campaign.last_modified_at,\n        campaign.created_at,\n        sum(report.total_conversions) as total_conversions,\n        sum(report.clicks) as clicks,\n        sum(report.impressions) as impressions,\n        sum(report.cost) as cost,\n        sum(coalesce(report.conversion_value_in_local_currency, 0)) as conversion_value_in_local_currency\n\n        {{ linkedin_ads_persist_pass_through_columns(pass_through_variable='linkedin_ads__conversion_fields', transform='sum', coalesce_with=0, except_variable='linkedin_ads__campaign_passthrough_metrics', exclude_fields=['conversion_value_in_local_currency']) }}\n        \n        {{ linkedin_ads_persist_pass_through_columns(pass_through_variable='linkedin_ads__campaign_passthrough_metrics', transform='sum', exclude_fields=['conversion_value_in_local_currency']) }}\n\n    from report \n    left join campaign \n        on report.campaign_id = campaign.campaign_id\n        and report.source_relation = campaign.source_relation\n    left join campaign_group\n        on campaign.campaign_group_id = campaign_group.campaign_group_id\n        and campaign.source_relation = campaign_group.source_relation\n    left join account \n        on campaign.account_id = account.account_id\n        and campaign.source_relation = account.source_relation\n\n    {{ dbt_utils.group_by(30) }}\n\n)\n\nselect *\nfrom final", "doc_blocks": [], "language": "sql", "refs": [{"name": "stg_linkedin_ads__campaign_history", "package": null, "version": null}, {"name": "stg_linkedin_ads__campaign_group_history", "package": null, "version": null}, {"name": "stg_linkedin_ads__account_history", "package": null, "version": null}, {"name": "stg_linkedin_ads__ad_analytics_by_campaign", "package": null, "version": null}], "sources": [], "metrics": [], "functions": [], "depends_on": {"macros": ["macro.linkedin.linkedin_ads_persist_pass_through_columns", "macro.dbt_utils.group_by"], "nodes": ["model.linkedin.stg_linkedin_ads__campaign_history", "model.linkedin.stg_linkedin_ads__campaign_group_history", "model.linkedin.stg_linkedin_ads__account_history", "model.linkedin.stg_linkedin_ads__ad_analytics_by_campaign"]}, "compiled_path": "target/compiled/linkedin/models/linkedin_ads__campaign_report.sql", "compiled": true, "compiled_code": "\n\nwith campaign as (\n\n    select *\n    from \"postgres\".\"public_linkedin_dev\".\"stg_linkedin_ads__campaign_history\"\n    where is_latest_version\n),\n\ncampaign_group as (\n\n    select *\n    from \"postgres\".\"public_linkedin_dev\".\"stg_linkedin_ads__campaign_group_history\"\n    where is_latest_version\n),\n\naccount as (\n\n    select *\n    from \"postgres\".\"public_linkedin_dev\".\"stg_linkedin_ads__account_history\"\n    where is_latest_version\n),\n\nreport as (\n\n    select *,\n        \n            external_website_conversions + one_click_leads as total_conversions\n        \n    from \"postgres\".\"public_linkedin_dev\".\"stg_linkedin_ads__ad_analytics_by_campaign\"\n),\n\nfinal as (\n\n    select \n        report.source_relation,\n        report.date_day,\n        report.campaign_id,\n        campaign.campaign_name,\n        campaign.version_tag,\n        campaign_group.campaign_group_id,\n        campaign_group.campaign_group_name,\n        account.account_id,\n        account.account_name,\n        campaign.status as campaign_status,\n        campaign_group.status as campaign_group_status,\n        campaign.type,\n        campaign.cost_type,\n        campaign.creative_selection,\n        campaign.daily_budget_amount,\n        campaign.daily_budget_currency_code,\n        campaign.unit_cost_amount,\n        campaign.unit_cost_currency_code,\n        account.currency,\n        campaign.format,\n        campaign.locale_country,\n        campaign.locale_language,\n        campaign.objective_type,\n        campaign.optimization_target_type,\n        campaign.is_audience_expansion_enabled,\n        campaign.is_offsite_delivery_enabled,\n        campaign.run_schedule_start_at,\n        campaign.run_schedule_end_at,\n        campaign.last_modified_at,\n        campaign.created_at,\n        sum(report.total_conversions) as total_conversions,\n        sum(report.clicks) as clicks,\n        sum(report.impressions) as impressions,\n        sum(report.cost) as cost,\n        sum(coalesce(report.conversion_value_in_local_currency, 0)) as conversion_value_in_local_currency\n\n        \n\n\n\n    \n    \n\n\n\n    \n\n\n\n    \n    \n    \n        \n        , sum(coalesce(external_website_conversions, 0)) as external_website_conversions\n        \n\n    \n    \n    \n        \n        , sum(coalesce(one_click_leads, 0)) as one_click_leads\n        \n\n    \n\n\n\n        \n        \n\n\n\n\n\n    \n\n\n\n\n\n\n    from report \n    left join campaign \n        on report.campaign_id = campaign.campaign_id\n        and report.source_relation = campaign.source_relation\n    left join campaign_group\n        on campaign.campaign_group_id = campaign_group.campaign_group_id\n        and campaign.source_relation = campaign_group.source_relation\n    left join account \n        on campaign.account_id = account.account_id\n        and campaign.source_relation = account.source_relation\n\n    group by 1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30\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, "primary_key": [], "time_spine": null}, "model.linkedin.linkedin_ads__url_report": {"database": "postgres", "schema": "public_linkedin_dev", "name": "linkedin_ads__url_report", "resource_type": "model", "package_name": "linkedin", "path": "linkedin_ads__url_report.sql", "original_file_path": "models/linkedin_ads__url_report.sql", "unique_id": "model.linkedin.linkedin_ads__url_report", "fqn": ["linkedin", "linkedin_ads__url_report"], "alias": "linkedin_ads__url_report", "checksum": {"name": "sha256", "checksum": "8e023b4ed38d8a2914262e47ea0bcb43312398adbab36df8774dd7eecef77b7d"}, "config": {"enabled": true, "alias": null, "schema": "linkedin_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "batch_size": null, "lookback": 1, "begin": 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}, "event_time": null, "concurrent_batches": null, "access": "protected", "freshness": null}, "tags": [], "description": "Each record in this table represents the daily performance of ads at the url level.", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.linkedin.source_relation"]}, "account_name": {"name": "account_name", "description": "A label for the account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "account_id": {"name": "account_id", "description": "Unique internal ID representing the account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "date_day": {"name": "date_day", "description": "The day of the activity.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "clicks": {"name": "clicks", "description": "The count of chargeable clicks.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "impressions": {"name": "impressions", "description": "This is the count of \"impressions\" for Direct Ads and Sponsored Updates and \"sends\" for InMails.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "cost": {"name": "cost", "description": "The cost of the ads in the local currency or USD.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "campaign_group_name": {"name": "campaign_group_name", "description": "A label for the campaign group.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "campaign_group_id": {"name": "campaign_group_id", "description": "Unique internal ID representing the campaign group.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "creative_id": {"name": "creative_id", "description": "Unique internal ID representing the creative.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "click_uri": {"name": "click_uri", "description": "The URL where the member should be redirected to, on clicking the text ad or spotlight ad.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "click_uri_type": {"name": "click_uri_type", "description": "Will either be `text_ad`, `spotlight`, or `null` to indicate the origin of the click_uri.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "base_url": {"name": "base_url", "description": "The base URL of the ad, extracted from the `click_uri`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "url_host": {"name": "url_host", "description": "The URL host of the ad, extracted from the `click_uri`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "url_path": {"name": "url_path", "description": "The URL path of the ad, extracted from the `click_uri`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "utm_source": {"name": "utm_source", "description": "The utm_source parameter of the ad, extracted from the `click_uri`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "utm_medium": {"name": "utm_medium", "description": "The utm_medium parameter of the ad, extracted from the `click_uri`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "utm_campaign": {"name": "utm_campaign", "description": "The utm_campaign parameter of the ad, extracted from the `click_uri`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "utm_content": {"name": "utm_content", "description": "The utm_content parameter of the ad, extracted from the `click_uri`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "utm_term": {"name": "utm_term", "description": "The utm_term parameter of the ad, extracted from the `click_uri`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "currency": {"name": "currency", "description": "The ISO 4217 currency code of the account, such as 'USD' for United States Dollar (default).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "campaign_name": {"name": "campaign_name", "description": "A label for the creative's campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "campaign_id": {"name": "campaign_id", "description": "Unique internal ID representing the creative's campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "conversion_value_in_local_currency": {"name": "conversion_value_in_local_currency", "description": "The value generated by your conversions, displayed in your LinkedIn account's local currency, on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "total_conversions": {"name": "total_conversions", "description": "The total conversions being brought in the conversion fields you select in your `linkedin_ads__conversion_fields`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "external_website_conversions": {"name": "external_website_conversions", "description": "The actions taken on your website that you've defined as valuable to your business after clicking on LinkedIn ads.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "one_click_leads": {"name": "one_click_leads", "description": "Leads submitted after clicking on LinkedIn ads.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "linkedin://models/linkedin.yml", "build_path": null, "unrendered_config": {"materialized": "table", "schema": "linkedin_{{ var('directed_schema','dev') }}", "enabled": true}, "created_at": 1768603593.3356984, "relation_name": "\"postgres\".\"public_linkedin_dev\".\"linkedin_ads__url_report\"", "raw_code": "{{ config(enabled=var('ad_reporting__linkedin_ads_enabled', True)) }}\n\nwith creative as (\n\n    select *\n    from {{ ref('stg_linkedin_ads__creative_history') }}\n    where is_latest_version\n),\n\ncampaign as (\n\n    select *\n    from {{ ref('stg_linkedin_ads__campaign_history') }}\n    where is_latest_version\n),\n\ncampaign_group as (\n\n    select *\n    from {{ ref('stg_linkedin_ads__campaign_group_history') }}\n    where is_latest_version\n),\n\naccount as (\n\n    select *\n    from {{ ref('stg_linkedin_ads__account_history') }}\n    where is_latest_version\n),\n\nreport as (\n\n    select *,\n        {% if var('linkedin_ads__conversion_fields', none) %}\n            {{ var('linkedin_ads__conversion_fields') | join(' + ') }} as total_conversions\n        {% else %}\n            0 as total_conversions\n        {% endif %}\n    from {{ ref('stg_linkedin_ads__ad_analytics_by_creative') }}\n),\n\nfinal as (\n\n    select \n        report.source_relation,\n        report.date_day,\n        creative.click_uri,\n        creative.click_uri_type,\n        creative.base_url,\n        creative.url_host,\n        creative.url_path,\n        creative.utm_source,\n        creative.utm_medium,\n        creative.utm_campaign,\n        creative.utm_content,\n        creative.utm_term,\n        report.creative_id,\n        campaign.campaign_id,\n        campaign.campaign_name,\n        campaign_group.campaign_group_id,\n        campaign_group.campaign_group_name,\n        account.account_id,\n        account.account_name,\n        account.currency,\n        sum(report.total_conversions) as total_conversions,\n        sum(report.clicks) as clicks,\n        sum(report.impressions) as impressions,\n        sum(report.cost) as cost,\n        sum(coalesce(report.conversion_value_in_local_currency, 0)) as conversion_value_in_local_currency\n\n        {{ linkedin_ads_persist_pass_through_columns(pass_through_variable='linkedin_ads__conversion_fields', transform='sum', coalesce_with=0, except_variable='linkedin_ads__creative_passthrough_metrics', exclude_fields=['conversion_value_in_local_currency']) }}\n\n        {{ linkedin_ads_persist_pass_through_columns(pass_through_variable='linkedin_ads__creative_passthrough_metrics', transform='sum', exclude_fields=['conversion_value_in_local_currency']) }}\n\n    from report \n    left join creative \n        on report.creative_id = creative.creative_id\n        and report.source_relation = creative.source_relation\n    left join campaign \n        on creative.campaign_id = campaign.campaign_id\n        and creative.source_relation = campaign.source_relation\n    left join campaign_group\n        on campaign.campaign_group_id = campaign_group.campaign_group_id\n        and campaign.source_relation = campaign_group.source_relation\n    left join account \n        on campaign.account_id = account.account_id\n        and campaign.source_relation = account.source_relation\n\n    {% if var('ad_reporting__url_report__using_null_filter', True) %}\n        where creative.click_uri is not null\n    {% endif %}\n\n    {{ dbt_utils.group_by(20) }}\n\n)\n\nselect *\nfrom final", "doc_blocks": [], "language": "sql", "refs": [{"name": "stg_linkedin_ads__creative_history", "package": null, "version": null}, {"name": "stg_linkedin_ads__campaign_history", "package": null, "version": null}, {"name": "stg_linkedin_ads__campaign_group_history", "package": null, "version": null}, {"name": "stg_linkedin_ads__account_history", "package": null, "version": null}, {"name": "stg_linkedin_ads__ad_analytics_by_creative", "package": null, "version": null}], "sources": [], "metrics": [], "functions": [], "depends_on": {"macros": ["macro.linkedin.linkedin_ads_persist_pass_through_columns", "macro.dbt_utils.group_by"], "nodes": ["model.linkedin.stg_linkedin_ads__creative_history", "model.linkedin.stg_linkedin_ads__campaign_history", "model.linkedin.stg_linkedin_ads__campaign_group_history", "model.linkedin.stg_linkedin_ads__account_history", "model.linkedin.stg_linkedin_ads__ad_analytics_by_creative"]}, "compiled_path": "target/compiled/linkedin/models/linkedin_ads__url_report.sql", "compiled": true, "compiled_code": "\n\nwith creative as (\n\n    select *\n    from \"postgres\".\"public_linkedin_dev\".\"stg_linkedin_ads__creative_history\"\n    where is_latest_version\n),\n\ncampaign as (\n\n    select *\n    from \"postgres\".\"public_linkedin_dev\".\"stg_linkedin_ads__campaign_history\"\n    where is_latest_version\n),\n\ncampaign_group as (\n\n    select *\n    from \"postgres\".\"public_linkedin_dev\".\"stg_linkedin_ads__campaign_group_history\"\n    where is_latest_version\n),\n\naccount as (\n\n    select *\n    from \"postgres\".\"public_linkedin_dev\".\"stg_linkedin_ads__account_history\"\n    where is_latest_version\n),\n\nreport as (\n\n    select *,\n        \n            external_website_conversions + one_click_leads as total_conversions\n        \n    from \"postgres\".\"public_linkedin_dev\".\"stg_linkedin_ads__ad_analytics_by_creative\"\n),\n\nfinal as (\n\n    select \n        report.source_relation,\n        report.date_day,\n        creative.click_uri,\n        creative.click_uri_type,\n        creative.base_url,\n        creative.url_host,\n        creative.url_path,\n        creative.utm_source,\n        creative.utm_medium,\n        creative.utm_campaign,\n        creative.utm_content,\n        creative.utm_term,\n        report.creative_id,\n        campaign.campaign_id,\n        campaign.campaign_name,\n        campaign_group.campaign_group_id,\n        campaign_group.campaign_group_name,\n        account.account_id,\n        account.account_name,\n        account.currency,\n        sum(report.total_conversions) as total_conversions,\n        sum(report.clicks) as clicks,\n        sum(report.impressions) as impressions,\n        sum(report.cost) as cost,\n        sum(coalesce(report.conversion_value_in_local_currency, 0)) as conversion_value_in_local_currency\n\n        \n\n\n\n    \n    \n        \n    \n\n\n\n    \n\n\n\n    \n    \n    \n        \n        , sum(coalesce(external_website_conversions, 0)) as external_website_conversions\n        \n\n    \n    \n    \n        \n        , sum(coalesce(one_click_leads, 0)) as one_click_leads\n        \n\n    \n\n\n\n\n        \n\n\n\n\n\n    \n\n\n\n    \n    \n    \n        \n\n    \n\n\n\n\n    from report \n    left join creative \n        on report.creative_id = creative.creative_id\n        and report.source_relation = creative.source_relation\n    left join campaign \n        on creative.campaign_id = campaign.campaign_id\n        and creative.source_relation = campaign.source_relation\n    left join campaign_group\n        on campaign.campaign_group_id = campaign_group.campaign_group_id\n        and campaign.source_relation = campaign_group.source_relation\n    left join account \n        on campaign.account_id = account.account_id\n        and campaign.source_relation = account.source_relation\n\n    \n        where creative.click_uri is not null\n    \n\n    group by 1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20\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, "primary_key": [], "time_spine": null}, "model.linkedin.linkedin_ads__monthly_campaign_region_report": {"database": "postgres", "schema": "public_linkedin_dev", "name": "linkedin_ads__monthly_campaign_region_report", "resource_type": "model", "package_name": "linkedin", "path": "linkedin_ads__monthly_campaign_region_report.sql", "original_file_path": "models/linkedin_ads__monthly_campaign_region_report.sql", "unique_id": "model.linkedin.linkedin_ads__monthly_campaign_region_report", "fqn": ["linkedin", "linkedin_ads__monthly_campaign_region_report"], "alias": "linkedin_ads__monthly_campaign_region_report", "checksum": {"name": "sha256", "checksum": "1a6720d282a78b77ab1c2c085d87830bd056ca8d05f4247015f4fdd7e0203e56"}, "config": {"enabled": true, "alias": null, "schema": "linkedin_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "batch_size": null, "lookback": 1, "begin": 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}, "event_time": null, "concurrent_batches": null, "access": "protected", "freshness": null}, "tags": [], "description": "Each record in this table represents the monthly performance of a campaign at the country level.", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.linkedin.source_relation"]}, "account_name": {"name": "account_name", "description": "A label for the account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "account_id": {"name": "account_id", "description": "Unique internal ID representing the account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "date_month": {"name": "date_month", "description": "The month of the activity.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "region_name": {"name": "region_name", "description": "Name of the region.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "clicks": {"name": "clicks", "description": "The count of chargeable clicks.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "impressions": {"name": "impressions", "description": "This is the count of \"impressions\" for Direct Ads and Sponsored Updates and \"sends\" for InMails.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "cost": {"name": "cost", "description": "The cost of the ads in the local currency or USD.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "campaign_group_name": {"name": "campaign_group_name", "description": "A label for the campaign group.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "campaign_group_id": {"name": "campaign_group_id", "description": "Unique internal ID representing the campaign group.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "campaign_name": {"name": "campaign_name", "description": "A label for the campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "campaign_id": {"name": "campaign_id", "description": "Unique internal ID representing the campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "campaign_group_status": {"name": "campaign_group_status", "description": "Status of campaign's campaign group. Possible values are: ACTIVE - Denotes that the campaign group is capable of serving ads, subject to run date and budget limitations (as well as any other limitations at the account or campaign level). ARCHIVED - Denotes that the campaign group is presently inactive, and should mostly be hidden in the UI until un-archived. CANCELLED - Denotes that the campaign group has been permanently canceled and cannot be reactivated. Not a settable status. DRAFT - Denotes that the campaign group is in a preliminary state and should temporarily not be served. PAUSED - Denotes that the campaign group meets all requirements to be served, but temporarily should not be. PENDING_DELETION - Denotes that the campaign group has been requested to be deleted that is currently pending. REMOVED - Denoted that the campaign group was deleted, but must remain fetchable due to the existence of performance data.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "last_modified_at": {"name": "last_modified_at", "description": "The timestamp of when the version was updated.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "created_at": {"name": "created_at", "description": "The timestamp of when the campaign was created.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "version_tag": {"name": "version_tag", "description": "An integer representation of the version of the campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "is_audience_expansion_enabled": {"name": "is_audience_expansion_enabled", "description": "Boolean (default=false) representing whether Audience Expansion is enabled for the campaign provides query expansion for certain targeting criteria.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "cost_type": {"name": "cost_type", "description": "CPM - Cost per thousand advertising impressions. If type=SPONSORED_INMAILS; cost per send(CPS) is measured as CPM x 1000.\nCPC- Cost per individual click on the associated link.\nCPV- Cost per view for video ads.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "creative_selection": {"name": "creative_selection", "description": "ROUND_ROBIN - Rotate through available creatives to serve them as evenly as possible.\nOPTIMIZED (default) - Bias selection taking into account such as expected performance. Not available for Message and Conversation Ads (type=SPONSORED_INMAILS).\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "daily_budget_amount": {"name": "daily_budget_amount", "description": "Maximum amount to spend per day UTC. The amount of money as a real number string.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "daily_budget_currency_code": {"name": "daily_budget_currency_code", "description": "ISO currency code. The currency must match that of the parent account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "format": {"name": "format", "description": "The ad format on the campaign level. See https://docs.microsoft.com/en-us/linkedin/marketing/integrations/ads/campaign-formats?view=li-lms-2022-07", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "campaign_locale_country": {"name": "campaign_locale_country", "description": "Locale of the campaign. An uppercase two-letter country code as defined by ISO-3166.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "campaign_locale_language": {"name": "campaign_locale_language", "description": "Locale of the campaign. A lowercase two-letter language code as defined by ISO-639.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "objective_type": {"name": "objective_type", "description": "Campaign Objective type values. Click [here](https://docs.microsoft.com/en-us/linkedin/marketing/integrations/ads-reporting/ad-budget-pricing-type-combinations?view=li-lms-2022-07) for Campaign Objective descriptions. One of: - BRAND_AWARENESS - ENGAGEMENT - JOB_APPLICANTS - LEAD_GENERATION - WEBSITE_CONVERSIONS - WEBSITE_VISITS - VIDEO_VIEWS\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "is_offsite_delivery_enabled": {"name": "is_offsite_delivery_enabled", "description": "Boolean indicating if this campaign to allowed to be served on the LinkedIn Audience Network to extend the reach of your campaign by delivering ads beyond the  LinkedIn feed to members on third-party apps and sites.\t(default will be \"True\" from June 30, 2022)\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "optimization_target_type": {"name": "optimization_target_type", "description": "Determines how this campaign is optimized for spending. If this is not set, there is no optimization. Refer to the documentation here. Default = 'NONE'.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "run_schedule_start_at": {"name": "run_schedule_start_at", "description": "Scheduled date range to run associated creatives. The start date must be non-null. Represents the inclusive (greater than or equal to) value in which to start the range.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "run_schedule_end_at": {"name": "run_schedule_end_at", "description": "Scheduled date range to run associated creatives. The start date must be non-null. Represents the exclusive (strictly less than) value in which to end the range, if provided.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "campaign_status": {"name": "campaign_status", "description": "ACTIVE - Denotes that the campaign is fully servable.\nPAUSED - Denotes that the campaign meets all requirements to be served, but temporarily should not be.\nARCHIVED - Denotes that the campaign is presently inactive, and should mostly be hidden in the UI until un-archived.\nCOMPLETED - Denotes that the campaign has reached a specified budgetary or chronological limit.\nCANCELED - Denotes that the campaign has been permanently canceled, such as when an advertising account is permanently closed.\nDRAFT - Denotes that the campaign is still being edited and not eligible for serving. Some validation will be postponed until the campaign is activated.\nPENDING_DELETION - Denotes that the campaign has been requested to be deleted that is currently pending.\nREMOVED - Denotes that the campaign was deleted, but must remain fetchable due to the existence of performance data.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "campaign_type": {"name": "campaign_type", "description": "TEXT_AD - Text-based ads that show up in the right column or top of the page on LinkedIn.\nSPONSORED_UPDATES - Native ads that promote a company's content updates in the LinkedIn feed.\nSPONSORED_INMAILS - Personalized messages with a call-to-action button delivered to a LinkedIn's member inbox.\nDYNAMIC - Ads that are dynamically personalized.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "unit_cost_amount": {"name": "unit_cost_amount", "description": "This value is used as one of the following: amount to bid (for manual bidding), amount which is the target cost (for target cost bidding) per click,  impression, or other event depending on the pricing model, or cost cap (for cost cap bidding). The amount of money as a real number string.  The amount should be non-negative if the bidding strategy is manual, target cost, or cost cap bidding. The default is 0 with the currency code set to match that of the associated account.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "unit_cost_currency_code": {"name": "unit_cost_currency_code", "description": "Amount to bid per click, impression, or other event depending on the pricing model. The default is 0 with the currency code set to match that of the associated account.  ISO currency code.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "account_currency": {"name": "account_currency", "description": "The ISO 4217 currency code of the account, such as 'USD' for United States Dollar (default).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "conversion_value_in_local_currency": {"name": "conversion_value_in_local_currency", "description": "The value generated by your conversions, displayed in your LinkedIn account's local currency, on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "total_conversions": {"name": "total_conversions", "description": "The total conversions being brought in the conversion fields you select in your `linkedin_ads__conversion_fields`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "external_website_conversions": {"name": "external_website_conversions", "description": "The actions taken on your website that you've defined as valuable to your business after clicking on LinkedIn ads.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "one_click_leads": {"name": "one_click_leads", "description": "Leads submitted after clicking on LinkedIn ads.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "linkedin://models/linkedin.yml", "build_path": null, "unrendered_config": {"materialized": "table", "schema": "linkedin_{{ var('directed_schema','dev') }}", "enabled": true}, "created_at": 1768603593.3425615, "relation_name": "\"postgres\".\"public_linkedin_dev\".\"linkedin_ads__monthly_campaign_region_report\"", "raw_code": "{{ config(enabled=fivetran_utils.enabled_vars(['ad_reporting__linkedin_ads_enabled','linkedin_ads__using_geo','linkedin_ads__using_monthly_ad_analytics_by_member_region'])) }}\n\nwith campaign as (\n\n    select *\n    from {{ ref('stg_linkedin_ads__campaign_history') }}\n    where is_latest_version\n),\n\ncampaign_group as (\n\n    select *\n    from {{ ref('stg_linkedin_ads__campaign_group_history') }}\n    where is_latest_version\n),\n\naccount as (\n\n    select *\n    from {{ ref('stg_linkedin_ads__account_history') }}\n    where is_latest_version\n),\n\ngeo as (\n\n    select *\n    from {{ ref('stg_linkedin_ads__geo') }}\n),\n\nreport as (\n\n    select *,\n        {% if var('linkedin_ads__conversion_fields', none) %}\n            {{ var('linkedin_ads__conversion_fields') | join(' + ') }} as total_conversions\n        {% else %}\n            0 as total_conversions\n        {% endif %}\n    from {{ ref('stg_linkedin_ads__monthly_ad_analytics_by_region') }}\n),\n\nfinal as (\n\n    select \n        report.source_relation,\n        report.date_month,\n        geo.value as region_name,\n        report.campaign_id,\n        campaign.campaign_name,\n        campaign.version_tag,\n        campaign_group.campaign_group_id,\n        campaign_group.campaign_group_name,\n        account.account_id,\n        account.account_name,\n        campaign.status as campaign_status,\n        campaign_group.status as campaign_group_status,\n        campaign.type as campaign_type,\n        campaign.cost_type,\n        campaign.creative_selection,\n        campaign.daily_budget_amount,\n        campaign.daily_budget_currency_code,\n        campaign.unit_cost_amount,\n        campaign.unit_cost_currency_code,\n        account.currency as account_currency,\n        campaign.format,\n        campaign.locale_country as campaign_locale_country,\n        campaign.locale_language as campaign_locale_language,\n        campaign.objective_type,\n        campaign.optimization_target_type,\n        campaign.is_audience_expansion_enabled,\n        campaign.is_offsite_delivery_enabled,\n        campaign.run_schedule_start_at,\n        campaign.run_schedule_end_at,\n        campaign.last_modified_at,\n        campaign.created_at,\n        sum(report.total_conversions) as total_conversions,\n        sum(report.clicks) as clicks,\n        sum(report.impressions) as impressions,\n        sum(report.cost) as cost,\n        sum(coalesce(report.conversion_value_in_local_currency, 0)) as conversion_value_in_local_currency\n\n        {{ linkedin_ads_persist_pass_through_columns(pass_through_variable='linkedin_ads__conversion_fields', transform='sum', coalesce_with=0) }}\n        \n        {{ linkedin_ads_persist_pass_through_columns(pass_through_variable='linkedin_ads__monthly_ad_analytics_by_member_region_passthrough_metrics', transform='sum') }}\n\n    from report\n    left join geo\n        on geo.geo_id = report.member_region_geo_id\n        and report.source_relation = report.source_relation\n    left join campaign \n        on report.campaign_id = campaign.campaign_id\n        and report.source_relation = campaign.source_relation\n    left join campaign_group\n        on campaign.campaign_group_id = campaign_group.campaign_group_id\n        and campaign.source_relation = campaign_group.source_relation\n    left join account \n        on campaign.account_id = account.account_id\n        and campaign.source_relation = account.source_relation\n\n    {{ dbt_utils.group_by(31) }}\n\n)\n\nselect *\nfrom final", "doc_blocks": [], "language": "sql", "refs": [{"name": "stg_linkedin_ads__campaign_history", "package": null, "version": null}, {"name": "stg_linkedin_ads__campaign_group_history", "package": null, "version": null}, {"name": "stg_linkedin_ads__account_history", "package": null, "version": null}, {"name": "stg_linkedin_ads__geo", "package": null, "version": null}, {"name": "stg_linkedin_ads__monthly_ad_analytics_by_region", "package": null, "version": null}], "sources": [], "metrics": [], "functions": [], "depends_on": {"macros": ["macro.fivetran_utils.enabled_vars", "macro.linkedin.linkedin_ads_persist_pass_through_columns", "macro.dbt_utils.group_by"], "nodes": ["model.linkedin.stg_linkedin_ads__campaign_history", "model.linkedin.stg_linkedin_ads__campaign_group_history", "model.linkedin.stg_linkedin_ads__account_history", "model.linkedin.stg_linkedin_ads__geo", "model.linkedin.stg_linkedin_ads__monthly_ad_analytics_by_region"]}, "compiled_path": "target/compiled/linkedin/models/linkedin_ads__monthly_campaign_region_report.sql", "compiled": true, "compiled_code": "\n\nwith campaign as (\n\n    select *\n    from \"postgres\".\"public_linkedin_dev\".\"stg_linkedin_ads__campaign_history\"\n    where is_latest_version\n),\n\ncampaign_group as (\n\n    select *\n    from \"postgres\".\"public_linkedin_dev\".\"stg_linkedin_ads__campaign_group_history\"\n    where is_latest_version\n),\n\naccount as (\n\n    select *\n    from \"postgres\".\"public_linkedin_dev\".\"stg_linkedin_ads__account_history\"\n    where is_latest_version\n),\n\ngeo as (\n\n    select *\n    from \"postgres\".\"public_linkedin_dev\".\"stg_linkedin_ads__geo\"\n),\n\nreport as (\n\n    select *,\n        \n            external_website_conversions + one_click_leads as total_conversions\n        \n    from \"postgres\".\"public_linkedin_dev\".\"stg_linkedin_ads__monthly_ad_analytics_by_region\"\n),\n\nfinal as (\n\n    select \n        report.source_relation,\n        report.date_month,\n        geo.value as region_name,\n        report.campaign_id,\n        campaign.campaign_name,\n        campaign.version_tag,\n        campaign_group.campaign_group_id,\n        campaign_group.campaign_group_name,\n        account.account_id,\n        account.account_name,\n        campaign.status as campaign_status,\n        campaign_group.status as campaign_group_status,\n        campaign.type as campaign_type,\n        campaign.cost_type,\n        campaign.creative_selection,\n        campaign.daily_budget_amount,\n        campaign.daily_budget_currency_code,\n        campaign.unit_cost_amount,\n        campaign.unit_cost_currency_code,\n        account.currency as account_currency,\n        campaign.format,\n        campaign.locale_country as campaign_locale_country,\n        campaign.locale_language as campaign_locale_language,\n        campaign.objective_type,\n        campaign.optimization_target_type,\n        campaign.is_audience_expansion_enabled,\n        campaign.is_offsite_delivery_enabled,\n        campaign.run_schedule_start_at,\n        campaign.run_schedule_end_at,\n        campaign.last_modified_at,\n        campaign.created_at,\n        sum(report.total_conversions) as total_conversions,\n        sum(report.clicks) as clicks,\n        sum(report.impressions) as impressions,\n        sum(report.cost) as cost,\n        sum(coalesce(report.conversion_value_in_local_currency, 0)) as conversion_value_in_local_currency\n\n        \n\n\n\n\n\n\n\n    \n    \n    \n        \n        , sum(coalesce(external_website_conversions, 0)) as external_website_conversions\n        \n\n    \n    \n    \n        \n        , sum(coalesce(one_click_leads, 0)) as one_click_leads\n        \n\n    \n\n\n\n        \n        \n\n\n\n\n\n\n\n\n\n\n    from report\n    left join geo\n        on geo.geo_id = report.member_region_geo_id\n        and report.source_relation = report.source_relation\n    left join campaign \n        on report.campaign_id = campaign.campaign_id\n        and report.source_relation = campaign.source_relation\n    left join campaign_group\n        on campaign.campaign_group_id = campaign_group.campaign_group_id\n        and campaign.source_relation = campaign_group.source_relation\n    left join account \n        on campaign.account_id = account.account_id\n        and campaign.source_relation = account.source_relation\n\n    group by 1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31\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, "primary_key": [], "time_spine": null}, "model.linkedin.stg_linkedin_ads__ad_analytics_by_campaign": {"database": "postgres", "schema": "public_linkedin_dev", "name": "stg_linkedin_ads__ad_analytics_by_campaign", "resource_type": "model", "package_name": "linkedin", "path": "staging/stg_linkedin_ads__ad_analytics_by_campaign.sql", "original_file_path": "models/staging/stg_linkedin_ads__ad_analytics_by_campaign.sql", "unique_id": "model.linkedin.stg_linkedin_ads__ad_analytics_by_campaign", "fqn": ["linkedin", "staging", "stg_linkedin_ads__ad_analytics_by_campaign"], "alias": "stg_linkedin_ads__ad_analytics_by_campaign", "checksum": {"name": "sha256", "checksum": "1b532a9a4e1b9aeeccd19e0294f9420fff6721de9807f6854aa40d4b8f584a68"}, "config": {"enabled": true, "alias": null, "schema": "linkedin_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "batch_size": null, "lookback": 1, "begin": 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}, "event_time": null, "concurrent_batches": null, "access": "protected", "freshness": null}, "tags": [], "description": "Each record in this table represents the daily performance of ads at the campaign level.", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.linkedin.source_relation"]}, "campaign_id": {"name": "campaign_id", "description": "The ID of the related creative.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "date_day": {"name": "date_day", "description": "The day of the activity.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "clicks": {"name": "clicks", "description": "The count of chargeable clicks.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "impressions": {"name": "impressions", "description": "This is the count of \"impressions\" for Direct Ads and Sponsored Updates and \"sends\" for InMails.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "cost": {"name": "cost", "description": "The cost of the ads in the local currency or USD.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "conversion_value_in_local_currency": {"name": "conversion_value_in_local_currency", "description": "The value generated by your conversions, displayed in your LinkedIn account's local currency.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "external_website_conversions": {"name": "external_website_conversions", "description": "The actions taken on your website that you've defined as valuable to your business after clicking on LinkedIn ads", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "one_click_leads": {"name": "one_click_leads", "description": "Leads submitted after clicking on LinkedIn ads.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "linkedin://models/staging/stg_linkedin.yml", "build_path": null, "unrendered_config": {"materialized": "table", "schema": "linkedin_{{ var('directed_schema','dev') }}", "enabled": true}, "created_at": 1768603593.4536088, "relation_name": "\"postgres\".\"public_linkedin_dev\".\"stg_linkedin_ads__ad_analytics_by_campaign\"", "raw_code": "{{ config(enabled=var('ad_reporting__linkedin_ads_enabled', True)) }}\n\nwith base as (\n\n    select * \n    from {{ ref('stg_linkedin_ads__ad_analytics_by_campaign_tmp') }}\n),\n\nmacro as (\n\n    select\n        {{\n            fivetran_utils.fill_staging_columns(\n                source_columns=adapter.get_columns_in_relation(ref('stg_linkedin_ads__ad_analytics_by_campaign_tmp')),\n                staging_columns=get_ad_analytics_by_campaign_columns()\n            )\n        }}\n    \n        {{ fivetran_utils.source_relation(\n            union_schema_variable='linkedin_ads_union_schemas', \n            union_database_variable='linkedin_ads_union_databases') \n        }}\n\n    from base\n),\n\nfields as (\n    \n    select \n        source_relation,\n        {{ dbt.date_trunc('day', 'day') }} as date_day,\n        campaign_id,\n        clicks,\n        impressions,\n        {% if var('linkedin_ads__use_local_currency', false) %}\n        cost_in_local_currency as cost,\n        {% else %}\n        cost_in_usd as cost,\n        {% endif %}\n\n        coalesce(cast(conversion_value_in_local_currency as {{ dbt.type_float() }}), 0) as conversion_value_in_local_currency\n\n        {% for conversion in var('linkedin_ads__conversion_fields', []) %}\n            , coalesce(cast({{ conversion }} as {{ dbt.type_bigint() }}), 0) as {{ conversion }}\n        {% endfor %}\n\n        {{ linkedin_ads_fill_pass_through_columns(pass_through_fields=var('linkedin_ads__campaign_passthrough_metrics'), except=(var('linkedin_ads__conversion_fields') + ['conversion_value_in_local_currency'])) }}\n\n    from macro\n)\n\nselect *\nfrom fields", "doc_blocks": [], "language": "sql", "refs": [{"name": "stg_linkedin_ads__ad_analytics_by_campaign_tmp", "package": null, "version": null}, {"name": "stg_linkedin_ads__ad_analytics_by_campaign_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "functions": [], "depends_on": {"macros": ["macro.linkedin.get_ad_analytics_by_campaign_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.date_trunc", "macro.dbt.type_float", "macro.dbt.type_bigint", "macro.linkedin.linkedin_ads_fill_pass_through_columns"], "nodes": ["model.linkedin.stg_linkedin_ads__ad_analytics_by_campaign_tmp"]}, "compiled_path": "target/compiled/linkedin/models/staging/stg_linkedin_ads__ad_analytics_by_campaign.sql", "compiled": true, "compiled_code": "\n\nwith base as (\n\n    select * \n    from \"postgres\".\"public_linkedin_dev\".\"stg_linkedin_ads__ad_analytics_by_campaign_tmp\"\n),\n\nmacro as (\n\n    select\n        \n    cast(null as integer) as \n    \n    campaign_id\n    \n , \n    cast(null as integer) as \n    \n    clicks\n    \n , \n    cast(null as numeric(28,6)) as \n    \n    cost_in_local_currency\n    \n , \n    cast(null as numeric(28,6)) as \n    \n    cost_in_usd\n    \n , \n    cast(null as timestamp) as \n    \n    day\n    \n , \n    cast(null as integer) as \n    \n    impressions\n    \n , \n    cast(null as numeric(28,6)) as \n    \n    conversion_value_in_local_currency\n    \n , \n    cast(null as TEXT) as \n    \n    external_website_conversions\n    \n , \n    cast(null as TEXT) as \n    \n    one_click_leads\n    \n \n\n\n    \n        \n\n\n, cast('' as TEXT) as source_relation\n\n\n\n\n    from base\n),\n\nfields as (\n    \n    select \n        source_relation,\n        date_trunc('day', day) as date_day,\n        campaign_id,\n        clicks,\n        impressions,\n        \n        cost_in_usd as cost,\n        \n\n        coalesce(cast(conversion_value_in_local_currency as float), 0) as conversion_value_in_local_currency\n\n        \n            , coalesce(cast(external_website_conversions as bigint), 0) as external_website_conversions\n        \n            , coalesce(cast(one_click_leads as bigint), 0) as one_click_leads\n        \n\n        \n\n\n\n\n\n    from macro\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, "primary_key": [], "time_spine": null}, "model.linkedin.stg_linkedin_ads__campaign_history": {"database": "postgres", "schema": "public_linkedin_dev", "name": "stg_linkedin_ads__campaign_history", "resource_type": "model", "package_name": "linkedin", "path": "staging/stg_linkedin_ads__campaign_history.sql", "original_file_path": "models/staging/stg_linkedin_ads__campaign_history.sql", "unique_id": "model.linkedin.stg_linkedin_ads__campaign_history", "fqn": ["linkedin", "staging", "stg_linkedin_ads__campaign_history"], "alias": "stg_linkedin_ads__campaign_history", "checksum": {"name": "sha256", "checksum": "52762e6568594efdf86d7a2c9d7835ea0731487902dd9c7746979e47dd1caa13"}, "config": {"enabled": true, "alias": null, "schema": "linkedin_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "batch_size": null, "lookback": 1, "begin": 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}, "event_time": null, "concurrent_batches": null, "access": "protected", "freshness": null}, "tags": [], "description": "Each record represents a 'version' of a campaign.", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.linkedin.source_relation"]}, "campaign_id": {"name": "campaign_id", "description": "Unique internal ID representing the campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "last_modified_at": {"name": "last_modified_at", "description": "The timestamp of when the version was updated.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "account_id": {"name": "account_id", "description": "The ID of the account the campaign belongs to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "campaign_group_id": {"name": "campaign_group_id", "description": "The ID of the campaign group the campaign belongs to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "created_at": {"name": "created_at", "description": "The timestamp of when the campaign was created.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "campaign_name": {"name": "campaign_name", "description": "A label for the campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "version_tag": {"name": "version_tag", "description": "An integer representation of the version of the campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "is_audience_expansion_enabled": {"name": "is_audience_expansion_enabled", "description": "Boolean (default=false) representing whether Audience Expansion is enabled for the campaign provides query expansion for certain targeting criteria.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "cost_type": {"name": "cost_type", "description": "CPM - Cost per thousand advertising impressions. If type=SPONSORED_INMAILS; cost per send(CPS) is measured as CPM x 1000.\nCPC- Cost per individual click on the associated link.\nCPV- Cost per view for video ads.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "creative_selection": {"name": "creative_selection", "description": "ROUND_ROBIN - Rotate through available creatives to serve them as evenly as possible.\nOPTIMIZED (default) - Bias selection taking into account such as expected performance. Not available for Message and Conversation Ads (type=SPONSORED_INMAILS).\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "daily_budget_amount": {"name": "daily_budget_amount", "description": "Maximum amount to spend per day UTC. The amount of money as a real number string.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "daily_budget_currency_code": {"name": "daily_budget_currency_code", "description": "ISO currency code. The currency must match that of the parent account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "format": {"name": "format", "description": "The ad format on the campaign level. See https://docs.microsoft.com/en-us/linkedin/marketing/integrations/ads/campaign-formats?view=li-lms-2022-07", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "locale_country": {"name": "locale_country", "description": "Locale of the campaign. An uppercase two-letter country code as defined by ISO-3166.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "locale_language": {"name": "locale_language", "description": "Locale of the campaign. A lowercase two-letter language code as defined by ISO-639.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "objective_type": {"name": "objective_type", "description": "Campaign Objective type values. Click [here](https://docs.microsoft.com/en-us/linkedin/marketing/integrations/ads-reporting/ad-budget-pricing-type-combinations?view=li-lms-2022-07) for Campaign Objective descriptions. One of: - BRAND_AWARENESS - ENGAGEMENT - JOB_APPLICANTS - LEAD_GENERATION - WEBSITE_CONVERSIONS - WEBSITE_VISITS - VIDEO_VIEWS\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "is_offsite_delivery_enabled": {"name": "is_offsite_delivery_enabled", "description": "Boolean indicating if this campaign to allowed to be served on the LinkedIn Audience Network to extend the reach of your campaign by delivering ads beyond the  LinkedIn feed to members on third-party apps and sites.\t(default will be \"True\" from June 30, 2022)\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "optimization_target_type": {"name": "optimization_target_type", "description": "Determines how this campaign is optimized for spending. If this is not set, there is no optimization. Refer to the documentation here. Default = 'NONE'.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "run_schedule_start_at": {"name": "run_schedule_start_at", "description": "Scheduled date range to run associated creatives. The start date must be non-null. Represents the inclusive (greater than or equal to) value in which to start the range.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "run_schedule_end_at": {"name": "run_schedule_end_at", "description": "Scheduled date range to run associated creatives. The start date must be non-null. Represents the exclusive (strictly less than) value in which to end the range, if provided.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "status": {"name": "status", "description": "ACTIVE - Denotes that the campaign is fully servable.\nPAUSED - Denotes that the campaign meets all requirements to be served, but temporarily should not be.\nARCHIVED - Denotes that the campaign is presently inactive, and should mostly be hidden in the UI until un-archived.\nCOMPLETED - Denotes that the campaign has reached a specified budgetary or chronological limit.\nCANCELED - Denotes that the campaign has been permanently canceled, such as when an advertising account is permanently closed.\nDRAFT - Denotes that the campaign is still being edited and not eligible for serving. Some validation will be postponed until the campaign is activated.\nPENDING_DELETION - Denotes that the campaign has been requested to be deleted that is currently pending.\nREMOVED - Denotes that the campaign was deleted, but must remain fetchable due to the existence of performance data.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "type": {"name": "type", "description": "TEXT_AD - Text-based ads that show up in the right column or top of the page on LinkedIn.\nSPONSORED_UPDATES - Native ads that promote a company's content updates in the LinkedIn feed.\nSPONSORED_INMAILS - Personalized messages with a call-to-action button delivered to a LinkedIn's member inbox.\nDYNAMIC - Ads that are dynamically personalized.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "unit_cost_amount": {"name": "unit_cost_amount", "description": "This value is used as one of the following: amount to bid (for manual bidding), amount which is the target cost (for target cost bidding) per click,  impression, or other event depending on the pricing model, or cost cap (for cost cap bidding). The amount of money as a real number string.  The amount should be non-negative if the bidding strategy is manual, target cost, or cost cap bidding. The default is 0 with the currency code set to match that of the associated account.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "unit_cost_currency_code": {"name": "unit_cost_currency_code", "description": "Amount to bid per click, impression, or other event depending on the pricing model. The default is 0 with the currency code set to match that of the associated account.  ISO currency code.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "is_latest_version": {"name": "is_latest_version", "description": "Boolean of whether the record is the latest version of the campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "linkedin://models/staging/stg_linkedin.yml", "build_path": null, "unrendered_config": {"materialized": "table", "schema": "linkedin_{{ var('directed_schema','dev') }}", "enabled": true}, "created_at": 1768603593.4572256, "relation_name": "\"postgres\".\"public_linkedin_dev\".\"stg_linkedin_ads__campaign_history\"", "raw_code": "{{ config(enabled=var('ad_reporting__linkedin_ads_enabled', True)) }}\n\nwith base as (\n\n    select *\n    from {{ ref('stg_linkedin_ads__campaign_history_tmp') }}\n\n), macro as (\n\n    select \n        {{\n            fivetran_utils.fill_staging_columns(\n                source_columns=adapter.get_columns_in_relation(ref('stg_linkedin_ads__campaign_history_tmp')),\n                staging_columns=get_campaign_history_columns()\n            )\n        }}\n    \n        {{ fivetran_utils.source_relation(\n            union_schema_variable='linkedin_ads_union_schemas', \n            union_database_variable='linkedin_ads_union_databases') \n        }}\n\n    from base\n\n), fields as (\n\n    select \n        source_relation,\n        id as campaign_id,\n        name as campaign_name,\n        cast(version_tag as numeric) as version_tag,\n        campaign_group_id,\n        account_id,\n        status,\n        type,\n        cost_type,\n        creative_selection,\n        daily_budget_amount,\n        daily_budget_currency_code,\n        unit_cost_amount,\n        unit_cost_currency_code,\n        format,\n        locale_country,\n        locale_language,\n        objective_type,\n        optimization_target_type,\n        audience_expansion_enabled as is_audience_expansion_enabled,\n        offsite_delivery_enabled as is_offsite_delivery_enabled,\n        cast(run_schedule_start as {{ dbt.type_timestamp() }}) as run_schedule_start_at,\n        cast(run_schedule_end as {{ dbt.type_timestamp() }}) as run_schedule_end_at,\n        cast(last_modified_time as {{ dbt.type_timestamp() }}) as last_modified_at,\n        cast(created_time as {{ dbt.type_timestamp() }}) as created_at,\n        row_number() over (partition by id {{ ', source_relation' if (var('linkedin_ads_union_schemas', []) or var('linkedin_ads_union_databases', []) | length > 1) }} order by last_modified_time desc) = 1 as is_latest_version\n\n    from macro\n\n)\n\nselect *\nfrom fields", "doc_blocks": [], "language": "sql", "refs": [{"name": "stg_linkedin_ads__campaign_history_tmp", "package": null, "version": null}, {"name": "stg_linkedin_ads__campaign_history_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "functions": [], "depends_on": {"macros": ["macro.linkedin.get_campaign_history_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_timestamp"], "nodes": ["model.linkedin.stg_linkedin_ads__campaign_history_tmp"]}, "compiled_path": "target/compiled/linkedin/models/staging/stg_linkedin_ads__campaign_history.sql", "compiled": true, "compiled_code": "\n\nwith base as (\n\n    select *\n    from \"postgres\".\"public_linkedin_dev\".\"stg_linkedin_ads__campaign_history_tmp\"\n\n), macro as (\n\n    select \n        \n    cast(null as integer) as \n    \n    account_id\n    \n , \n    cast(null as boolean) as \n    \n    audience_expansion_enabled\n    \n , \n    cast(null as integer) as \n    \n    campaign_group_id\n    \n , \n    cast(null as TEXT) as \n    \n    cost_type\n    \n , \n    cast(null as timestamp) as \n    \n    created_time\n    \n , \n    cast(null as TEXT) as \n    \n    creative_selection\n    \n , \n    cast(null as float) as \n    \n    daily_budget_amount\n    \n , \n    cast(null as TEXT) as \n    \n    daily_budget_currency_code\n    \n , \n    cast(null as TEXT) as \n    \n    format\n    \n , \n    cast(null as integer) as \n    \n    id\n    \n , \n    cast(null as timestamp) as \n    \n    last_modified_time\n    \n , \n    cast(null as TEXT) as \n    \n    locale_country\n    \n , \n    cast(null as TEXT) as \n    \n    locale_language\n    \n , \n    cast(null as TEXT) as \n    \n    name\n    \n , \n    cast(null as TEXT) as \n    \n    objective_type\n    \n , \n    cast(null as boolean) as \n    \n    offsite_delivery_enabled\n    \n , \n    cast(null as TEXT) as \n    \n    optimization_target_type\n    \n , \n    cast(null as timestamp) as \n    \n    run_schedule_end\n    \n , \n    cast(null as timestamp) as \n    \n    run_schedule_start\n    \n , \n    cast(null as TEXT) as \n    \n    status\n    \n , \n    cast(null as TEXT) as \n    \n    type\n    \n , \n    cast(null as float) as \n    \n    unit_cost_amount\n    \n , \n    cast(null as TEXT) as \n    \n    unit_cost_currency_code\n    \n , \n    cast(null as TEXT) as \n    \n    version_tag\n    \n \n\n\n    \n        \n\n\n, cast('' as TEXT) as source_relation\n\n\n\n\n    from base\n\n), fields as (\n\n    select \n        source_relation,\n        id as campaign_id,\n        name as campaign_name,\n        cast(version_tag as numeric) as version_tag,\n        campaign_group_id,\n        account_id,\n        status,\n        type,\n        cost_type,\n        creative_selection,\n        daily_budget_amount,\n        daily_budget_currency_code,\n        unit_cost_amount,\n        unit_cost_currency_code,\n        format,\n        locale_country,\n        locale_language,\n        objective_type,\n        optimization_target_type,\n        audience_expansion_enabled as is_audience_expansion_enabled,\n        offsite_delivery_enabled as is_offsite_delivery_enabled,\n        cast(run_schedule_start as timestamp) as run_schedule_start_at,\n        cast(run_schedule_end as timestamp) as run_schedule_end_at,\n        cast(last_modified_time as timestamp) as last_modified_at,\n        cast(created_time as timestamp) as created_at,\n        row_number() over (partition by id  order by last_modified_time desc) = 1 as is_latest_version\n\n    from macro\n\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, "primary_key": [], "time_spine": null}, "model.linkedin.stg_linkedin_ads__monthly_ad_analytics_by_region": {"database": "postgres", "schema": "public_linkedin_dev", "name": "stg_linkedin_ads__monthly_ad_analytics_by_region", "resource_type": "model", "package_name": "linkedin", "path": "staging/stg_linkedin_ads__monthly_ad_analytics_by_region.sql", "original_file_path": "models/staging/stg_linkedin_ads__monthly_ad_analytics_by_region.sql", "unique_id": "model.linkedin.stg_linkedin_ads__monthly_ad_analytics_by_region", "fqn": ["linkedin", "staging", "stg_linkedin_ads__monthly_ad_analytics_by_region"], "alias": "stg_linkedin_ads__monthly_ad_analytics_by_region", "checksum": {"name": "sha256", "checksum": "40543d5d278abf9d44dc7f1875afba64114a0964125fc7b4a2420d53e3e43595"}, "config": {"enabled": true, "alias": null, "schema": "linkedin_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "batch_size": null, "lookback": 1, "begin": 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}, "event_time": null, "concurrent_batches": null, "access": "protected", "freshness": null}, "tags": [], "description": "Monthly LinkedIn Ads performance metrics aggregated by member region and campaign.", "columns": {"campaign_id": {"name": "campaign_id", "description": "Identifier of the LinkedIn Ads campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "date_month": {"name": "date_month", "description": "Month of the reporting data.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "clicks": {"name": "clicks", "description": "The count of chargeable clicks.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "member_region_geo_id": {"name": "member_region_geo_id", "description": "ID representing the region of the LinkedIn members who interacted with the campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "impressions": {"name": "impressions", "description": "This is the count of \"impressions\" for Direct Ads and Sponsored Updates and \"sends\" for InMails.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "conversion_value_in_local_currency": {"name": "conversion_value_in_local_currency", "description": "The value generated by your conversions, displayed in your LinkedIn account's local currency.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "cost": {"name": "cost", "description": "The cost of the ads in the local currency or USD.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "external_website_conversions": {"name": "external_website_conversions", "description": "The actions taken on your website that you've defined as valuable to your business after clicking on LinkedIn ads.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "one_click_leads": {"name": "one_click_leads", "description": "Leads submitted after clicking on LinkedIn ads.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.linkedin.source_relation"]}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "linkedin://models/staging/stg_linkedin.yml", "build_path": null, "unrendered_config": {"materialized": "table", "schema": "linkedin_{{ var('directed_schema','dev') }}", "enabled": true}, "created_at": 1768603593.4635365, "relation_name": "\"postgres\".\"public_linkedin_dev\".\"stg_linkedin_ads__monthly_ad_analytics_by_region\"", "raw_code": "{{ config(enabled=fivetran_utils.enabled_vars(['ad_reporting__linkedin_ads_enabled','linkedin_ads__using_monthly_ad_analytics_by_member_region'])) }}\n\nwith base as (\n\n    select * \n    from {{ ref('stg_linkedin_ads__monthly_ad_analytics_by_region_tmp') }}\n),\n\nmacro as (\n\n    select\n        {{\n            fivetran_utils.fill_staging_columns(\n                source_columns=adapter.get_columns_in_relation(ref('stg_linkedin_ads__monthly_ad_analytics_by_region_tmp')),\n                staging_columns=get_monthly_ad_analytics_by_member_region_columns()\n            )\n        }}\n    \n        {{ fivetran_utils.source_relation(\n            union_schema_variable='linkedin_ads_union_schemas', \n            union_database_variable='linkedin_ads_union_databases') \n        }}\n\n    from base\n),\n\nfields as (\n    \n    select \n        source_relation,\n        {{ linkedin.date_from_month_string('date_month') }} as date_month, --Renamed in macros/get_monthly_ad_analytics_by_member_region_columns to avoid reserved word error.\n        campaign_id,\n        member_region as member_region_geo_id,\n        impressions,\n        clicks,\n        {% if var('linkedin_ads__use_local_currency', false) %}\n        cost_in_local_currency as cost,\n        {% else %}\n        cost_in_usd as cost,\n        {% endif %}\n\n        coalesce(cast(conversion_value_in_local_currency as {{ dbt.type_float() }}), 0) as conversion_value_in_local_currency\n\n        {% for conversion in var('linkedin_ads__conversion_fields', []) %}\n            , coalesce(cast({{ conversion }} as {{ dbt.type_bigint() }}), 0) as {{ conversion }}\n        {% endfor %}\n\n        {{ linkedin_ads_fill_pass_through_columns(pass_through_fields=var('linkedin_ads__monthly_ad_analytics_by_member_region_passthrough_metrics')) }}\n\n    from macro\n)\n\nselect *\nfrom fields", "doc_blocks": [], "language": "sql", "refs": [{"name": "stg_linkedin_ads__monthly_ad_analytics_by_region_tmp", "package": null, "version": null}, {"name": "stg_linkedin_ads__monthly_ad_analytics_by_region_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "functions": [], "depends_on": {"macros": ["macro.fivetran_utils.enabled_vars", "macro.linkedin.get_monthly_ad_analytics_by_member_region_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.linkedin.date_from_month_string", "macro.dbt.type_float", "macro.dbt.type_bigint", "macro.linkedin.linkedin_ads_fill_pass_through_columns"], "nodes": ["model.linkedin.stg_linkedin_ads__monthly_ad_analytics_by_region_tmp"]}, "compiled_path": "target/compiled/linkedin/models/staging/stg_linkedin_ads__monthly_ad_analytics_by_region.sql", "compiled": true, "compiled_code": "\n\nwith base as (\n\n    select * \n    from \"postgres\".\"public_linkedin_dev\".\"stg_linkedin_ads__monthly_ad_analytics_by_region_tmp\"\n),\n\nmacro as (\n\n    select\n        \n    cast(null as integer) as \n    \n    campaign_id\n    \n , \n    cast(null as TEXT) as date_month , \n    cast(null as integer) as \n    \n    clicks\n    \n , \n    cast(null as integer) as \n    \n    member_region\n    \n , \n    cast(null as integer) as \n    \n    impressions\n    \n , \n    cast(null as numeric(28,6)) as \n    \n    conversion_value_in_local_currency\n    \n , \n    cast(null as numeric(28,6)) as \n    \n    cost_in_local_currency\n    \n , \n    cast(null as numeric(28,6)) as \n    \n    cost_in_usd\n    \n , \n    cast(null as TEXT) as \n    \n    external_website_conversions\n    \n , \n    cast(null as TEXT) as \n    \n    one_click_leads\n    \n \n\n\n    \n        \n\n\n, cast('' as TEXT) as source_relation\n\n\n\n\n    from base\n),\n\nfields as (\n    \n    select \n        source_relation,\n        \n    to_date(\n        split_part(date_month, '-', 1) || '-' || lpad(split_part(date_month, '-', 2), 2, '0') || '-01',\n        'YYYY-MM-DD'\n    )\n as date_month, --Renamed in macros/get_monthly_ad_analytics_by_member_region_columns to avoid reserved word error.\n        campaign_id,\n        member_region as member_region_geo_id,\n        impressions,\n        clicks,\n        \n        cost_in_usd as cost,\n        \n\n        coalesce(cast(conversion_value_in_local_currency as float), 0) as conversion_value_in_local_currency\n\n        \n            , coalesce(cast(external_website_conversions as bigint), 0) as external_website_conversions\n        \n            , coalesce(cast(one_click_leads as bigint), 0) as one_click_leads\n        \n\n        \n\n\n\n\n\n    from macro\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, "primary_key": [], "time_spine": null}, "model.linkedin.stg_linkedin_ads__geo": {"database": "postgres", "schema": "public_linkedin_dev", "name": "stg_linkedin_ads__geo", "resource_type": "model", "package_name": "linkedin", "path": "staging/stg_linkedin_ads__geo.sql", "original_file_path": "models/staging/stg_linkedin_ads__geo.sql", "unique_id": "model.linkedin.stg_linkedin_ads__geo", "fqn": ["linkedin", "staging", "stg_linkedin_ads__geo"], "alias": "stg_linkedin_ads__geo", "checksum": {"name": "sha256", "checksum": "47f15e705b5734df4d1142f46847fb13282731dd23f3ea2f1fed8a816fc63f91"}, "config": {"enabled": true, "alias": null, "schema": "linkedin_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "batch_size": null, "lookback": 1, "begin": 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}, "event_time": null, "concurrent_batches": null, "access": "protected", "freshness": null}, "tags": [], "description": "Contains geographic data for LinkedIn Ads, including IDs and names of locations.", "columns": {"geo_id": {"name": "geo_id", "description": "Unique identifier for the geographic entity, used for joins in reporting tables.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "value": {"name": "value", "description": "Name of the geographic entity.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.linkedin.source_relation"]}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "linkedin://models/staging/stg_linkedin.yml", "build_path": null, "unrendered_config": {"materialized": "table", "schema": "linkedin_{{ var('directed_schema','dev') }}", "enabled": true}, "created_at": 1768603593.4607666, "relation_name": "\"postgres\".\"public_linkedin_dev\".\"stg_linkedin_ads__geo\"", "raw_code": "{{ config(enabled=fivetran_utils.enabled_vars(['ad_reporting__linkedin_ads_enabled','linkedin_ads__using_geo'])) }}\n\nwith base as (\n\n    select * \n    from {{ ref('stg_linkedin_ads__geo_tmp') }}\n),\n\nmacro as (\n\n    select\n        {{\n            fivetran_utils.fill_staging_columns(\n                source_columns=adapter.get_columns_in_relation(ref('stg_linkedin_ads__geo_tmp')),\n                staging_columns=get_geo_columns()\n            )\n        }}\n    \n        {{ fivetran_utils.source_relation(\n            union_schema_variable='linkedin_ads_union_schemas', \n            union_database_variable='linkedin_ads_union_databases') \n        }}\n\n    from base\n),\n\nfields as (\n    \n    select \n        source_relation,\n        id as geo_id,\n        value\n    from macro\n)\n\nselect *\nfrom fields", "doc_blocks": [], "language": "sql", "refs": [{"name": "stg_linkedin_ads__geo_tmp", "package": null, "version": null}, {"name": "stg_linkedin_ads__geo_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "functions": [], "depends_on": {"macros": ["macro.fivetran_utils.enabled_vars", "macro.linkedin.get_geo_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation"], "nodes": ["model.linkedin.stg_linkedin_ads__geo_tmp"]}, "compiled_path": "target/compiled/linkedin/models/staging/stg_linkedin_ads__geo.sql", "compiled": true, "compiled_code": "\n\nwith base as (\n\n    select * \n    from \"postgres\".\"public_linkedin_dev\".\"stg_linkedin_ads__geo_tmp\"\n),\n\nmacro as (\n\n    select\n        \n    cast(null as integer) as \n    \n    id\n    \n , \n    cast(null as TEXT) as \n    \n    value\n    \n \n\n\n    \n        \n\n\n, cast('' as TEXT) as source_relation\n\n\n\n\n    from base\n),\n\nfields as (\n    \n    select \n        source_relation,\n        id as geo_id,\n        value\n    from macro\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, "primary_key": [], "time_spine": null}, "model.linkedin.stg_linkedin_ads__account_history": {"database": "postgres", "schema": "public_linkedin_dev", "name": "stg_linkedin_ads__account_history", "resource_type": "model", "package_name": "linkedin", "path": "staging/stg_linkedin_ads__account_history.sql", "original_file_path": "models/staging/stg_linkedin_ads__account_history.sql", "unique_id": "model.linkedin.stg_linkedin_ads__account_history", "fqn": ["linkedin", "staging", "stg_linkedin_ads__account_history"], "alias": "stg_linkedin_ads__account_history", "checksum": {"name": "sha256", "checksum": "2acd5b14f8536cc29cbc2f326e20e451073a9d7098db5d7e654839a3c58b8dba"}, "config": {"enabled": true, "alias": null, "schema": "linkedin_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "batch_size": null, "lookback": 1, "begin": 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}, "event_time": null, "concurrent_batches": null, "access": "protected", "freshness": null}, "tags": [], "description": "Each record represents a 'version' of an account.", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.linkedin.source_relation"]}, "account_id": {"name": "account_id", "description": "Unique internal ID representing the account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "last_modified_at": {"name": "last_modified_at", "description": "The timestamp of when the version was updated.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "created_at": {"name": "created_at", "description": "The timestamp of when the account was created.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "account_name": {"name": "account_name", "description": "A label for the account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "currency": {"name": "currency", "description": "The ISO 4217 currency code of the account, such as 'USD' for United States Dollar (default).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "version_tag": {"name": "version_tag", "description": "An integer representation of the version of the account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "status": {"name": "status", "description": "ACTIVE - Account is active; this is the default state\nCANCELLED - Account has been permanently cancelled\nDRAFT - Account is in draft status, meaning it's not yet fully set up and it is not serving\nPENDING_DELETION - Denotes that the account has been requested to be deleted that is currently pending\nREMOVED - Denotes that the account was deleted, but must remain fetchable due to the existence of performance data.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "type": {"name": "type", "description": "BUSINESS - This is the only value allowed when creating accounts through the API.\nENTERPRISE - This value cannot be used to create accounts through the API and is reserved for accounts created by LinkedIn's internal ad operations systems.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "is_latest_version": {"name": "is_latest_version", "description": "Boolean of whether the record is the latest version of the account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "linkedin://models/staging/stg_linkedin.yml", "build_path": null, "unrendered_config": {"materialized": "table", "schema": "linkedin_{{ var('directed_schema','dev') }}", "enabled": true}, "created_at": 1768603593.4594183, "relation_name": "\"postgres\".\"public_linkedin_dev\".\"stg_linkedin_ads__account_history\"", "raw_code": "{{ config(enabled=var('ad_reporting__linkedin_ads_enabled', True)) }}\n\nwith base as (\n\n    select *\n    from {{ ref('stg_linkedin_ads__account_history_tmp') }}\n\n), macro as (\n\n    select\n        {{\n            fivetran_utils.fill_staging_columns(\n                source_columns=adapter.get_columns_in_relation(ref('stg_linkedin_ads__account_history_tmp')),\n                staging_columns=get_account_history_columns()\n            )\n        }}\n    \n        {{ fivetran_utils.source_relation(\n            union_schema_variable='linkedin_ads_union_schemas', \n            union_database_variable='linkedin_ads_union_databases') \n        }}\n\n    from base\n\n), fields as (\n\n    select \n        source_relation,\n        id as account_id,\n        name as account_name,\n        currency,\n        cast(version_tag as numeric) as version_tag,\n        status,\n        type,\n        cast(last_modified_time as {{ dbt.type_timestamp() }}) as last_modified_at,\n        cast(created_time as {{ dbt.type_timestamp() }}) as created_at,\n        row_number() over (partition by id {{ ', source_relation' if (var('linkedin_ads_union_schemas', []) or var('linkedin_ads_union_databases', []) | length > 1) }} order by last_modified_time desc) = 1 as is_latest_version\n\n    from macro\n\n)\n\nselect *\nfrom fields", "doc_blocks": [], "language": "sql", "refs": [{"name": "stg_linkedin_ads__account_history_tmp", "package": null, "version": null}, {"name": "stg_linkedin_ads__account_history_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "functions": [], "depends_on": {"macros": ["macro.linkedin.get_account_history_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_timestamp"], "nodes": ["model.linkedin.stg_linkedin_ads__account_history_tmp"]}, "compiled_path": "target/compiled/linkedin/models/staging/stg_linkedin_ads__account_history.sql", "compiled": true, "compiled_code": "\n\nwith base as (\n\n    select *\n    from \"postgres\".\"public_linkedin_dev\".\"stg_linkedin_ads__account_history_tmp\"\n\n), macro as (\n\n    select\n        \n    cast(null as timestamp) as \n    \n    created_time\n    \n , \n    cast(null as TEXT) as \n    \n    currency\n    \n , \n    cast(null as integer) as \n    \n    id\n    \n , \n    cast(null as timestamp) as \n    \n    last_modified_time\n    \n , \n    cast(null as TEXT) as \n    \n    name\n    \n , \n    cast(null as TEXT) as \n    \n    status\n    \n , \n    cast(null as TEXT) as \n    \n    type\n    \n , \n    cast(null as TEXT) as \n    \n    version_tag\n    \n \n\n\n    \n        \n\n\n, cast('' as TEXT) as source_relation\n\n\n\n\n    from base\n\n), fields as (\n\n    select \n        source_relation,\n        id as account_id,\n        name as account_name,\n        currency,\n        cast(version_tag as numeric) as version_tag,\n        status,\n        type,\n        cast(last_modified_time as timestamp) as last_modified_at,\n        cast(created_time as timestamp) as created_at,\n        row_number() over (partition by id  order by last_modified_time desc) = 1 as is_latest_version\n\n    from macro\n\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, "primary_key": [], "time_spine": null}, "model.linkedin.stg_linkedin_ads__ad_analytics_by_creative": {"database": "postgres", "schema": "public_linkedin_dev", "name": "stg_linkedin_ads__ad_analytics_by_creative", "resource_type": "model", "package_name": "linkedin", "path": "staging/stg_linkedin_ads__ad_analytics_by_creative.sql", "original_file_path": "models/staging/stg_linkedin_ads__ad_analytics_by_creative.sql", "unique_id": "model.linkedin.stg_linkedin_ads__ad_analytics_by_creative", "fqn": ["linkedin", "staging", "stg_linkedin_ads__ad_analytics_by_creative"], "alias": "stg_linkedin_ads__ad_analytics_by_creative", "checksum": {"name": "sha256", "checksum": "c8c3dd2d342376a278622b3d904ca93abbf7f3108ef7ad2c3c2a7471a6019e58"}, "config": {"enabled": true, "alias": null, "schema": "linkedin_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "batch_size": null, "lookback": 1, "begin": 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}, "event_time": null, "concurrent_batches": null, "access": "protected", "freshness": null}, "tags": [], "description": "Each record in this table represents the daily performance of ads at the creative level.", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.linkedin.source_relation"]}, "creative_id": {"name": "creative_id", "description": "The ID of the related creative.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "date_day": {"name": "date_day", "description": "The day of the activity.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "clicks": {"name": "clicks", "description": "The count of chargeable clicks.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "impressions": {"name": "impressions", "description": "This is the count of \"impressions\" for Direct Ads and Sponsored Updates and \"sends\" for InMails.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "cost": {"name": "cost", "description": "The cost of the ads in the local currency or USD.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "conversion_value_in_local_currency": {"name": "conversion_value_in_local_currency", "description": "The value generated by your conversions, displayed in your LinkedIn account's local currency.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "external_website_conversions": {"name": "external_website_conversions", "description": "The actions taken on your website that you've defined as valuable to your business after clicking on LinkedIn ads", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "one_click_leads": {"name": "one_click_leads", "description": "Leads submitted after clicking on LinkedIn ads.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "linkedin://models/staging/stg_linkedin.yml", "build_path": null, "unrendered_config": {"materialized": "table", "schema": "linkedin_{{ var('directed_schema','dev') }}", "enabled": true}, "created_at": 1768603593.4525518, "relation_name": "\"postgres\".\"public_linkedin_dev\".\"stg_linkedin_ads__ad_analytics_by_creative\"", "raw_code": "{{ config(enabled=var('ad_reporting__linkedin_ads_enabled', True)) }}\n\nwith base as (\n\n    select *\n    from {{ ref('stg_linkedin_ads__ad_analytics_by_creative_tmp') }}\n\n), macro as (\n\n    select\n        {{\n            fivetran_utils.fill_staging_columns(\n                source_columns=adapter.get_columns_in_relation(ref('stg_linkedin_ads__ad_analytics_by_creative_tmp')),\n                staging_columns=get_ad_analytics_by_creative_columns()\n            )\n        }}\n    \n        {{ fivetran_utils.source_relation(\n            union_schema_variable='linkedin_ads_union_schemas', \n            union_database_variable='linkedin_ads_union_databases') \n        }}\n\n    from base\n\n), fields as (\n\n    select\n        source_relation,\n        {{ dbt.date_trunc('day', 'day') }} as date_day,\n        creative_id,\n        clicks, \n        impressions,\n        {% if var('linkedin_ads__use_local_currency', false) %}\n        cost_in_local_currency as cost,\n        {% else %}\n        cost_in_usd as cost,\n        {% endif %}\n\n        coalesce(cast(conversion_value_in_local_currency as {{ dbt.type_float() }}), 0) as conversion_value_in_local_currency\n\n        {% for conversion in var('linkedin_ads__conversion_fields', []) %}\n            , coalesce(cast({{ conversion }} as {{ dbt.type_bigint() }}), 0) as {{ conversion }}\n        {% endfor %}\n\n        {{ linkedin_ads_fill_pass_through_columns(pass_through_fields=var('linkedin_ads__creative_passthrough_metrics'), except=(var('linkedin_ads__conversion_fields') + ['conversion_value_in_local_currency'])) }}\n\n    from macro\n\n)\n\nselect *\nfrom fields", "doc_blocks": [], "language": "sql", "refs": [{"name": "stg_linkedin_ads__ad_analytics_by_creative_tmp", "package": null, "version": null}, {"name": "stg_linkedin_ads__ad_analytics_by_creative_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "functions": [], "depends_on": {"macros": ["macro.linkedin.get_ad_analytics_by_creative_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.date_trunc", "macro.dbt.type_float", "macro.dbt.type_bigint", "macro.linkedin.linkedin_ads_fill_pass_through_columns"], "nodes": ["model.linkedin.stg_linkedin_ads__ad_analytics_by_creative_tmp"]}, "compiled_path": "target/compiled/linkedin/models/staging/stg_linkedin_ads__ad_analytics_by_creative.sql", "compiled": true, "compiled_code": "\n\nwith base as (\n\n    select *\n    from \"postgres\".\"public_linkedin_dev\".\"stg_linkedin_ads__ad_analytics_by_creative_tmp\"\n\n), macro as (\n\n    select\n        \n    cast(null as integer) as \n    \n    clicks\n    \n , \n    cast(null as numeric(28,6)) as \n    \n    cost_in_local_currency\n    \n , \n    cast(null as numeric(28,6)) as \n    \n    cost_in_usd\n    \n , \n    cast(null as integer) as \n    \n    creative_id\n    \n , \n    cast(null as timestamp) as \n    \n    day\n    \n , \n    cast(null as integer) as \n    \n    impressions\n    \n , \n    cast(null as numeric(28,6)) as \n    \n    conversion_value_in_local_currency\n    \n , \n    cast(null as TEXT) as \n    \n    external_website_conversions\n    \n , \n    cast(null as TEXT) as \n    \n    one_click_leads\n    \n \n\n\n    \n        \n\n\n, cast('' as TEXT) as source_relation\n\n\n\n\n    from base\n\n), fields as (\n\n    select\n        source_relation,\n        date_trunc('day', day) as date_day,\n        creative_id,\n        clicks, \n        impressions,\n        \n        cost_in_usd as cost,\n        \n\n        coalesce(cast(conversion_value_in_local_currency as float), 0) as conversion_value_in_local_currency\n\n        \n            , coalesce(cast(external_website_conversions as bigint), 0) as external_website_conversions\n        \n            , coalesce(cast(one_click_leads as bigint), 0) as one_click_leads\n        \n\n        \n\n\n    \n        \n    \n\n\n\n\n    from macro\n\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, "primary_key": [], "time_spine": null}, "model.linkedin.stg_linkedin_ads__creative_history": {"database": "postgres", "schema": "public_linkedin_dev", "name": "stg_linkedin_ads__creative_history", "resource_type": "model", "package_name": "linkedin", "path": "staging/stg_linkedin_ads__creative_history.sql", "original_file_path": "models/staging/stg_linkedin_ads__creative_history.sql", "unique_id": "model.linkedin.stg_linkedin_ads__creative_history", "fqn": ["linkedin", "staging", "stg_linkedin_ads__creative_history"], "alias": "stg_linkedin_ads__creative_history", "checksum": {"name": "sha256", "checksum": "bd40313c8ac1dbbfa9afd157fe606f48950cb6fea0b0c49ab6ece38a6022d7dd"}, "config": {"enabled": true, "alias": null, "schema": "linkedin_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "batch_size": null, "lookback": 1, "begin": 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}, "event_time": null, "concurrent_batches": null, "access": "protected", "freshness": null}, "tags": [], "description": "Each record represents a 'version' of a creative.", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.linkedin.source_relation"]}, "creative_id": {"name": "creative_id", "description": "Unique internal ID representing the creative.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "last_modified_at": {"name": "last_modified_at", "description": "The timestamp of when the version was updated.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "created_at": {"name": "created_at", "description": "The timestamp of when the creative was created.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "campaign_id": {"name": "campaign_id", "description": "The ID of the campaign the creative belongs to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "status": {"name": "status", "description": "ACTIVE - Creative creation is complete and creative is available for review and serve.\nPAUSED - Creative creation is complete and creative is current, but should temporarily not be served. This status is not valid upon creation.\nDRAFT - Creative creation is incomplete and may still be edited.\nARCHIVED - Creative creation is complete, but creative should not be served and should be separated from non-archived creatives in any UI.\nCANCELED - Creative is permanently canceled.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "click_uri": {"name": "click_uri", "description": "The URL where the member should be redirected to, on clicking the text ad or spotlight ad.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "click_uri_type": {"name": "click_uri_type", "description": "Will either be `text_ad`, `spotlight`, or `null` to indicate the origin of the click_uri.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "base_url": {"name": "base_url", "description": "The base URL of the ad, extracted from the `click_uri`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "url_host": {"name": "url_host", "description": "The URL host of the ad, extracted from the `click_uri`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "url_path": {"name": "url_path", "description": "The URL path of the ad, extracted from the `click_uri`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "utm_source": {"name": "utm_source", "description": "The utm_source parameter of the ad, extracted from the `click_uri`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "utm_medium": {"name": "utm_medium", "description": "The utm_medium parameter of the ad, extracted from the `click_uri`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "utm_campaign": {"name": "utm_campaign", "description": "The utm_campaign parameter of the ad, extracted from the `click_uri`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "utm_content": {"name": "utm_content", "description": "The utm_content parameter of the ad, extracted from the `click_uri`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "utm_term": {"name": "utm_term", "description": "The utm_term parameter of the ad, extracted from the `click_uri`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "is_latest_version": {"name": "is_latest_version", "description": "Boolean of whether the record is the latest version of the creative.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "linkedin://models/staging/stg_linkedin.yml", "build_path": null, "unrendered_config": {"materialized": "table", "schema": "linkedin_{{ var('directed_schema','dev') }}", "enabled": true}, "created_at": 1768603593.4554172, "relation_name": "\"postgres\".\"public_linkedin_dev\".\"stg_linkedin_ads__creative_history\"", "raw_code": "{{ config(enabled=var('ad_reporting__linkedin_ads_enabled', True)) }}\n\nwith base as (\n\n    select *\n    from {{ ref('stg_linkedin_ads__creative_history_tmp') }}\n\n), macro as (\n\n    select \n        {{\n            fivetran_utils.fill_staging_columns(\n                source_columns=adapter.get_columns_in_relation(ref('stg_linkedin_ads__creative_history_tmp')),\n                staging_columns=get_creative_history_columns()\n            )\n        }}\n    \n        {{ fivetran_utils.source_relation(\n            union_schema_variable='linkedin_ads_union_schemas', \n            union_database_variable='linkedin_ads_union_databases') \n        }}\n\n    from base\n\n), fields as (\n\n    select\n        source_relation,\n        id as creative_id,\n        campaign_id,\n        coalesce(status, intended_status) as status,\n        coalesce(text_ad_landing_page, spotlight_landing_page, click_uri) as click_uri,\n        cast(coalesce(last_modified_time, last_modified_at) as {{ dbt.type_timestamp() }}) as last_modified_at,\n        cast(coalesce(created_time, created_at) as {{ dbt.type_timestamp() }}) as created_at,\n        case when text_ad_landing_page is not null then 'text_ad'\n            when spotlight_landing_page is not null then 'spotlight'\n            else cast(null as {{ dbt.type_string() }})\n        end as click_uri_type\n\n    from macro\n\n), url_fields as (\n\n    select \n        *,\n        row_number() over (partition by creative_id {{ ', source_relation' if (var('linkedin_ads_union_schemas', []) or var('linkedin_ads_union_databases', []) | length > 1) }} order by last_modified_at desc) = 1 as is_latest_version,\n        {{ dbt.split_part('click_uri', \"'?'\", 1) }} as base_url,\n        {{ dbt_utils.get_url_host('click_uri') }} as url_host,\n        '/' || {{ dbt_utils.get_url_path('click_uri') }} as url_path,\n        {{ linkedin.linkedin_ads_extract_url_parameter('click_uri', 'utm_source') }} as utm_source,\n        {{ linkedin.linkedin_ads_extract_url_parameter('click_uri', 'utm_medium') }} as utm_medium,\n        {{ linkedin.linkedin_ads_extract_url_parameter('click_uri', 'utm_campaign') }} as utm_campaign,\n        {{ linkedin.linkedin_ads_extract_url_parameter('click_uri', 'utm_content') }} as utm_content,\n        {{ linkedin.linkedin_ads_extract_url_parameter('click_uri', 'utm_term') }} as utm_term\n    \n    from fields\n)\n\nselect *\nfrom url_fields", "doc_blocks": [], "language": "sql", "refs": [{"name": "stg_linkedin_ads__creative_history_tmp", "package": null, "version": null}, {"name": "stg_linkedin_ads__creative_history_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "functions": [], "depends_on": {"macros": ["macro.linkedin.get_creative_history_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_timestamp", "macro.dbt.type_string", "macro.dbt.split_part", "macro.dbt_utils.get_url_host", "macro.dbt_utils.get_url_path", "macro.linkedin.linkedin_ads_extract_url_parameter"], "nodes": ["model.linkedin.stg_linkedin_ads__creative_history_tmp"]}, "compiled_path": "target/compiled/linkedin/models/staging/stg_linkedin_ads__creative_history.sql", "compiled": true, "compiled_code": "\n\nwith base as (\n\n    select *\n    from \"postgres\".\"public_linkedin_dev\".\"stg_linkedin_ads__creative_history_tmp\"\n\n), macro as (\n\n    select \n        \n    cast(null as integer) as \n    \n    campaign_id\n    \n , \n    cast(null as TEXT) as \n    \n    click_uri\n    \n , \n    cast(null as timestamp) as \n    \n    created_time\n    \n , \n    cast(null as timestamp) as \n    \n    created_at\n    \n , \n    cast(null as integer) as \n    \n    id\n    \n , \n    cast(null as timestamp) as \n    \n    last_modified_time\n    \n , \n    cast(null as timestamp) as \n    \n    last_modified_at\n    \n , \n    cast(null as TEXT) as \n    \n    intended_status\n    \n , \n    cast(null as TEXT) as \n    \n    status\n    \n , \n    cast(null as TEXT) as \n    \n    text_ad_landing_page\n    \n , \n    cast(null as TEXT) as \n    \n    spotlight_landing_page\n    \n \n\n\n    \n        \n\n\n, cast('' as TEXT) as source_relation\n\n\n\n\n    from base\n\n), fields as (\n\n    select\n        source_relation,\n        id as creative_id,\n        campaign_id,\n        coalesce(status, intended_status) as status,\n        coalesce(text_ad_landing_page, spotlight_landing_page, click_uri) as click_uri,\n        cast(coalesce(last_modified_time, last_modified_at) as timestamp) as last_modified_at,\n        cast(coalesce(created_time, created_at) as timestamp) as created_at,\n        case when text_ad_landing_page is not null then 'text_ad'\n            when spotlight_landing_page is not null then 'spotlight'\n            else cast(null as TEXT)\n        end as click_uri_type\n\n    from macro\n\n), url_fields as (\n\n    select \n        *,\n        row_number() over (partition by creative_id  order by last_modified_at desc) = 1 as is_latest_version,\n        \n\n  \n    \n\n    split_part(\n        click_uri,\n        '?',\n        1\n        )\n\n\n  \n\n as base_url,\n        \n    \n    cast(\n\n  \n    \n\n    split_part(\n        \n\n  \n    \n\n    split_part(\n        \n\n    replace(\n        \n\n    replace(\n        \n\n    replace(\n        click_uri,\n        'android-app://',\n        ''\n    )\n\n\n,\n        'http://',\n        ''\n    )\n\n\n,\n        'https://',\n        ''\n    )\n\n\n,\n        '/',\n        1\n        )\n\n\n  \n\n,\n        '?',\n        1\n        )\n\n\n  \n\n as TEXT)\n as url_host,\n        '/' || \n    \n    cast(\n\n  \n    \n\n    split_part(\n        \n\n    right(\n        \n\n    replace(\n        \n\n    replace(\n        click_uri,\n        'http://',\n        ''\n    )\n\n\n,\n        'https://',\n        ''\n    )\n\n\n,\n        \n\n    length(\n        \n\n    replace(\n        \n\n    replace(\n        click_uri,\n        'http://',\n        ''\n    )\n\n\n,\n        'https://',\n        ''\n    )\n\n\n\n    )-coalesce(\n            nullif(\n\n    position(\n        '/' in \n\n    replace(\n        \n\n    replace(\n        click_uri,\n        'http://',\n        ''\n    )\n\n\n,\n        'https://',\n        ''\n    )\n\n\n\n    ), 0),\n            \n\n    position(\n        '?' in \n\n    replace(\n        \n\n    replace(\n        click_uri,\n        'http://',\n        ''\n    )\n\n\n,\n        'https://',\n        ''\n    )\n\n\n\n    ) - 1\n            )\n    ),\n        '?',\n        1\n        )\n\n\n  \n\n as TEXT)\n as url_path,\n        nullif(\n\n  \n    \n\n    split_part(\n        \n\n  \n    \n\n    split_part(\n        click_uri,\n        'utm_source=',\n        2\n        )\n\n\n  \n\n,\n        '&',\n        1\n        )\n\n\n  \n\n,'') as utm_source,\n        nullif(\n\n  \n    \n\n    split_part(\n        \n\n  \n    \n\n    split_part(\n        click_uri,\n        'utm_medium=',\n        2\n        )\n\n\n  \n\n,\n        '&',\n        1\n        )\n\n\n  \n\n,'') as utm_medium,\n        nullif(\n\n  \n    \n\n    split_part(\n        \n\n  \n    \n\n    split_part(\n        click_uri,\n        'utm_campaign=',\n        2\n        )\n\n\n  \n\n,\n        '&',\n        1\n        )\n\n\n  \n\n,'') as utm_campaign,\n        nullif(\n\n  \n    \n\n    split_part(\n        \n\n  \n    \n\n    split_part(\n        click_uri,\n        'utm_content=',\n        2\n        )\n\n\n  \n\n,\n        '&',\n        1\n        )\n\n\n  \n\n,'') as utm_content,\n        nullif(\n\n  \n    \n\n    split_part(\n        \n\n  \n    \n\n    split_part(\n        click_uri,\n        'utm_term=',\n        2\n        )\n\n\n  \n\n,\n        '&',\n        1\n        )\n\n\n  \n\n,'') as utm_term\n    \n    from fields\n)\n\nselect *\nfrom url_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, "primary_key": [], "time_spine": null}, "model.linkedin.stg_linkedin_ads__campaign_group_history": {"database": "postgres", "schema": "public_linkedin_dev", "name": "stg_linkedin_ads__campaign_group_history", "resource_type": "model", "package_name": "linkedin", "path": "staging/stg_linkedin_ads__campaign_group_history.sql", "original_file_path": "models/staging/stg_linkedin_ads__campaign_group_history.sql", "unique_id": "model.linkedin.stg_linkedin_ads__campaign_group_history", "fqn": ["linkedin", "staging", "stg_linkedin_ads__campaign_group_history"], "alias": "stg_linkedin_ads__campaign_group_history", "checksum": {"name": "sha256", "checksum": "1648f6e9422ceab665ee1431a805182beca8cb470d1bb839628796f653f83322"}, "config": {"enabled": true, "alias": null, "schema": "linkedin_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "batch_size": null, "lookback": 1, "begin": 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}, "event_time": null, "concurrent_batches": null, "access": "protected", "freshness": null}, "tags": [], "description": "Each record represents a 'version' of a campaign group.", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.linkedin.source_relation"]}, "campaign_group_id": {"name": "campaign_group_id", "description": "Unique internal ID representing the campaign group.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "last_modified_at": {"name": "last_modified_at", "description": "The timestamp of when the version was updated.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "account_id": {"name": "account_id", "description": "The ID of the account the campaign group belongs to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "created_at": {"name": "created_at", "description": "The timestamp of when the campaign group was created.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "campaign_group_name": {"name": "campaign_group_name", "description": "A label for the campaign group.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "is_backfilled": {"name": "is_backfilled", "description": "Flag that denotes whether the campaign group was created organically or to backfill existing campaigns. This is a read-only field set by the system. Default = false.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "run_schedule_start_at": {"name": "run_schedule_start_at", "description": "Represents the inclusive (greater than or equal to) date when to start running the associated campaigns under this campaign group. This field is required.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "run_schedule_end_at": {"name": "run_schedule_end_at", "description": "Represents the exclusive (strictly less than) date when to stop running the associated campaigns under this campaign group. If this field is unset, it indicates an open range with no end date.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "status": {"name": "status", "description": "Status of campaign group. Possible values are: ACTIVE - Denotes that the campaign group is capable of serving ads, subject to run date and budget limitations (as well as any other limitations at the account or campaign level). ARCHIVED - Denotes that the campaign group is presently inactive, and should mostly be hidden in the UI until un-archived. CANCELLED - Denotes that the campaign group has been permanently canceled and cannot be reactivated. Not a settable status. DRAFT - Denotes that the campaign group is in a preliminary state and should temporarily not be served. PAUSED - Denotes that the campaign group meets all requirements to be served, but temporarily should not be. PENDING_DELETION - Denotes that the campaign group has been requested to be deleted that is currently pending. REMOVED - Denoted that the campaign group was deleted, but must remain fetchable due to the existence of performance data.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "is_latest_version": {"name": "is_latest_version", "description": "Boolean of whether the record is the latest version of the campaign group.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "linkedin://models/staging/stg_linkedin.yml", "build_path": null, "unrendered_config": {"materialized": "table", "schema": "linkedin_{{ var('directed_schema','dev') }}", "enabled": true}, "created_at": 1768603593.4583542, "relation_name": "\"postgres\".\"public_linkedin_dev\".\"stg_linkedin_ads__campaign_group_history\"", "raw_code": "{{ config(enabled=var('ad_reporting__linkedin_ads_enabled', True)) }}\n\nwith base as (\n\n    select *\n    from {{ ref('stg_linkedin_ads__campaign_group_history_tmp') }}\n\n), macro as (\n\n    select\n        {{\n            fivetran_utils.fill_staging_columns(\n                source_columns=adapter.get_columns_in_relation(ref('stg_linkedin_ads__campaign_group_history_tmp')),\n                staging_columns=get_campaign_group_history_columns()\n            )\n        }}\n    \n        {{ fivetran_utils.source_relation(\n            union_schema_variable='linkedin_ads_union_schemas', \n            union_database_variable='linkedin_ads_union_databases') \n        }}\n\n    from base\n\n), fields as (\n\n    select \n        source_relation,\n        id as campaign_group_id,\n        name as campaign_group_name,\n        account_id,\n        status,\n        backfilled as is_backfilled,\n        cast(run_schedule_start as {{ dbt.type_timestamp() }}) as run_schedule_start_at,\n        cast(run_schedule_end as {{ dbt.type_timestamp() }}) as run_schedule_end_at,\n        cast(last_modified_time as {{ dbt.type_timestamp() }}) as last_modified_at,\n        cast(created_time as {{ dbt.type_timestamp() }}) as created_at,\n        row_number() over (partition by id {{ ', source_relation' if (var('linkedin_ads_union_schemas', []) or var('linkedin_ads_union_databases', []) | length > 1) }} order by last_modified_time desc) = 1 as is_latest_version\n\n    from macro\n\n)\n\nselect *\nfrom fields", "doc_blocks": [], "language": "sql", "refs": [{"name": "stg_linkedin_ads__campaign_group_history_tmp", "package": null, "version": null}, {"name": "stg_linkedin_ads__campaign_group_history_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "functions": [], "depends_on": {"macros": ["macro.linkedin.get_campaign_group_history_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_timestamp"], "nodes": ["model.linkedin.stg_linkedin_ads__campaign_group_history_tmp"]}, "compiled_path": "target/compiled/linkedin/models/staging/stg_linkedin_ads__campaign_group_history.sql", "compiled": true, "compiled_code": "\n\nwith base as (\n\n    select *\n    from \"postgres\".\"public_linkedin_dev\".\"stg_linkedin_ads__campaign_group_history_tmp\"\n\n), macro as (\n\n    select\n        \n    cast(null as integer) as \n    \n    account_id\n    \n , \n    cast(null as boolean) as \n    \n    backfilled\n    \n , \n    cast(null as timestamp) as \n    \n    created_time\n    \n , \n    cast(null as integer) as \n    \n    id\n    \n , \n    cast(null as timestamp) as \n    \n    last_modified_time\n    \n , \n    cast(null as TEXT) as \n    \n    name\n    \n , \n    cast(null as timestamp) as \n    \n    run_schedule_end\n    \n , \n    cast(null as timestamp) as \n    \n    run_schedule_start\n    \n , \n    cast(null as TEXT) as \n    \n    status\n    \n \n\n\n    \n        \n\n\n, cast('' as TEXT) as source_relation\n\n\n\n\n    from base\n\n), fields as (\n\n    select \n        source_relation,\n        id as campaign_group_id,\n        name as campaign_group_name,\n        account_id,\n        status,\n        backfilled as is_backfilled,\n        cast(run_schedule_start as timestamp) as run_schedule_start_at,\n        cast(run_schedule_end as timestamp) as run_schedule_end_at,\n        cast(last_modified_time as timestamp) as last_modified_at,\n        cast(created_time as timestamp) as created_at,\n        row_number() over (partition by id  order by last_modified_time desc) = 1 as is_latest_version\n\n    from macro\n\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, "primary_key": [], "time_spine": null}, "model.linkedin.stg_linkedin_ads__monthly_ad_analytics_by_country": {"database": "postgres", "schema": "public_linkedin_dev", "name": "stg_linkedin_ads__monthly_ad_analytics_by_country", "resource_type": "model", "package_name": "linkedin", "path": "staging/stg_linkedin_ads__monthly_ad_analytics_by_country.sql", "original_file_path": "models/staging/stg_linkedin_ads__monthly_ad_analytics_by_country.sql", "unique_id": "model.linkedin.stg_linkedin_ads__monthly_ad_analytics_by_country", "fqn": ["linkedin", "staging", "stg_linkedin_ads__monthly_ad_analytics_by_country"], "alias": "stg_linkedin_ads__monthly_ad_analytics_by_country", "checksum": {"name": "sha256", "checksum": "e4ebe6dbeb041e32726aff7d44ec802f5038a22bade08d1c4a3f14c34657c80e"}, "config": {"enabled": true, "alias": null, "schema": "linkedin_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "batch_size": null, "lookback": 1, "begin": 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}, "event_time": null, "concurrent_batches": null, "access": "protected", "freshness": null}, "tags": [], "description": "Monthly LinkedIn Ads performance metrics aggregated by member country and campaign.", "columns": {"campaign_id": {"name": "campaign_id", "description": "Identifier of the LinkedIn Ads campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "date_month": {"name": "date_month", "description": "Month of the reporting data, aliased as `date_month`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "clicks": {"name": "clicks", "description": "The count of chargeable clicks.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "member_country_geo_id": {"name": "member_country_geo_id", "description": "ID representing the country of the LinkedIn members who interacted with the campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "impressions": {"name": "impressions", "description": "This is the count of \"impressions\" for Direct Ads and Sponsored Updates and \"sends\" for InMails.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "conversion_value_in_local_currency": {"name": "conversion_value_in_local_currency", "description": "The value generated by your conversions, displayed in your LinkedIn account's local currency.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "cost": {"name": "cost", "description": "The cost of the ads in the local currency or USD.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "external_website_conversions": {"name": "external_website_conversions", "description": "The actions taken on your website that you've defined as valuable to your business after clicking on LinkedIn ads.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "one_click_leads": {"name": "one_click_leads", "description": "Leads submitted after clicking on LinkedIn ads.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.linkedin.source_relation"]}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "linkedin://models/staging/stg_linkedin.yml", "build_path": null, "unrendered_config": {"materialized": "table", "schema": "linkedin_{{ var('directed_schema','dev') }}", "enabled": true}, "created_at": 1768603593.4622066, "relation_name": "\"postgres\".\"public_linkedin_dev\".\"stg_linkedin_ads__monthly_ad_analytics_by_country\"", "raw_code": "{{ config(enabled=fivetran_utils.enabled_vars(['ad_reporting__linkedin_ads_enabled','linkedin_ads__using_monthly_ad_analytics_by_member_country'])) }}\n\n\nwith base as (\n\n    select * \n    from {{ ref('stg_linkedin_ads__monthly_ad_analytics_by_country_tmp') }}\n),\n\nmacro as (\n\n    select\n        {{\n            fivetran_utils.fill_staging_columns(\n                source_columns=adapter.get_columns_in_relation(ref('stg_linkedin_ads__monthly_ad_analytics_by_country_tmp')),\n                staging_columns=get_monthly_ad_analytics_by_member_country_columns()\n            )\n        }}\n    \n        {{ fivetran_utils.source_relation(\n            union_schema_variable='linkedin_ads_union_schemas', \n            union_database_variable='linkedin_ads_union_databases') \n        }}\n\n    from base\n),\n\nfields as (\n    \n    select \n        source_relation,\n        {{ linkedin.date_from_month_string('date_month') }} as date_month, --Renamed in macros/get_monthly_ad_analytics_by_member_country_columns to avoid reserved word error.\n        campaign_id,\n        member_country as member_country_geo_id,\n        clicks,\n        impressions,\n        {% if var('linkedin_ads__use_local_currency', false) %}\n        cost_in_local_currency as cost,\n        {% else %}\n        cost_in_usd as cost,\n        {% endif %}\n\n        coalesce(cast(conversion_value_in_local_currency as {{ dbt.type_float() }}), 0) as conversion_value_in_local_currency\n\n        {% for conversion in var('linkedin_ads__conversion_fields', []) %}\n            , coalesce(cast({{ conversion }} as {{ dbt.type_bigint() }}), 0) as {{ conversion }}\n        {% endfor %}\n\n        {{ linkedin_ads_fill_pass_through_columns(pass_through_fields=var('linkedin_ads__monthly_ad_analytics_by_member_country_passthrough_metrics')) }}\n\n    from macro\n)\n\nselect *\nfrom fields", "doc_blocks": [], "language": "sql", "refs": [{"name": "stg_linkedin_ads__monthly_ad_analytics_by_country_tmp", "package": null, "version": null}, {"name": "stg_linkedin_ads__monthly_ad_analytics_by_country_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "functions": [], "depends_on": {"macros": ["macro.fivetran_utils.enabled_vars", "macro.linkedin.get_monthly_ad_analytics_by_member_country_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.linkedin.date_from_month_string", "macro.dbt.type_float", "macro.dbt.type_bigint", "macro.linkedin.linkedin_ads_fill_pass_through_columns"], "nodes": ["model.linkedin.stg_linkedin_ads__monthly_ad_analytics_by_country_tmp"]}, "compiled_path": "target/compiled/linkedin/models/staging/stg_linkedin_ads__monthly_ad_analytics_by_country.sql", "compiled": true, "compiled_code": "\n\n\nwith base as (\n\n    select * \n    from \"postgres\".\"public_linkedin_dev\".\"stg_linkedin_ads__monthly_ad_analytics_by_country_tmp\"\n),\n\nmacro as (\n\n    select\n        \n    cast(null as integer) as \n    \n    campaign_id\n    \n , \n    cast(null as TEXT) as date_month , \n    cast(null as integer) as \n    \n    clicks\n    \n , \n    cast(null as integer) as \n    \n    member_country\n    \n , \n    cast(null as integer) as \n    \n    impressions\n    \n , \n    cast(null as numeric(28,6)) as \n    \n    conversion_value_in_local_currency\n    \n , \n    cast(null as numeric(28,6)) as \n    \n    cost_in_local_currency\n    \n , \n    cast(null as numeric(28,6)) as \n    \n    cost_in_usd\n    \n , \n    cast(null as TEXT) as \n    \n    external_website_conversions\n    \n , \n    cast(null as TEXT) as \n    \n    one_click_leads\n    \n \n\n\n    \n        \n\n\n, cast('' as TEXT) as source_relation\n\n\n\n\n    from base\n),\n\nfields as (\n    \n    select \n        source_relation,\n        \n    to_date(\n        split_part(date_month, '-', 1) || '-' || lpad(split_part(date_month, '-', 2), 2, '0') || '-01',\n        'YYYY-MM-DD'\n    )\n as date_month, --Renamed in macros/get_monthly_ad_analytics_by_member_country_columns to avoid reserved word error.\n        campaign_id,\n        member_country as member_country_geo_id,\n        clicks,\n        impressions,\n        \n        cost_in_usd as cost,\n        \n\n        coalesce(cast(conversion_value_in_local_currency as float), 0) as conversion_value_in_local_currency\n\n        \n            , coalesce(cast(external_website_conversions as bigint), 0) as external_website_conversions\n        \n            , coalesce(cast(one_click_leads as bigint), 0) as one_click_leads\n        \n\n        \n\n\n\n\n\n    from macro\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, "primary_key": [], "time_spine": null}, "model.linkedin.stg_linkedin_ads__campaign_group_history_tmp": {"database": "postgres", "schema": "public_linkedin_dev", "name": "stg_linkedin_ads__campaign_group_history_tmp", "resource_type": "model", "package_name": "linkedin", "path": "staging/tmp/stg_linkedin_ads__campaign_group_history_tmp.sql", "original_file_path": "models/staging/tmp/stg_linkedin_ads__campaign_group_history_tmp.sql", "unique_id": "model.linkedin.stg_linkedin_ads__campaign_group_history_tmp", "fqn": ["linkedin", "staging", "tmp", "stg_linkedin_ads__campaign_group_history_tmp"], "alias": "stg_linkedin_ads__campaign_group_history_tmp", "checksum": {"name": "sha256", "checksum": "ab81fdc6f9397f2481b6b809fc4a571f4c82405a2b1ff9fd526bd00e5c2b9aca"}, "config": {"enabled": true, "alias": null, "schema": "linkedin_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "batch_size": null, "lookback": 1, "begin": 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}, "event_time": null, "concurrent_batches": null, "access": "protected", "freshness": null}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"materialized": "view", "schema": "linkedin_{{ var('directed_schema','dev') }}", "enabled": true}, "created_at": 1768603593.0535977, "relation_name": "\"postgres\".\"public_linkedin_dev\".\"stg_linkedin_ads__campaign_group_history_tmp\"", "raw_code": "{{ config(enabled=var('ad_reporting__linkedin_ads_enabled', True)) }}\n\n{{\n    fivetran_utils.union_data(\n        table_identifier='campaign_group_history', \n        database_variable='linkedin_ads_database', \n        schema_variable='linkedin_ads_schema', \n        default_database=target.database,\n        default_schema='linkedin_ads',\n        default_variable='campaign_group_history',\n        union_schema_variable='linkedin_ads_union_schemas',\n        union_database_variable='linkedin_ads_union_databases'\n    )\n}}", "doc_blocks": [], "language": "sql", "refs": [], "sources": [["linkedin_ads", "campaign_group_history"], ["linkedin_ads", "campaign_group_history"]], "metrics": [], "functions": [], "depends_on": {"macros": ["macro.fivetran_utils.union_data"], "nodes": ["source.linkedin.linkedin_ads.campaign_group_history"]}, "compiled_path": "target/compiled/linkedin/models/staging/tmp/stg_linkedin_ads__campaign_group_history_tmp.sql", "compiled": true, "compiled_code": "\n\n\n    \n    \n        \n        \n        \n        \n    select \n        cast(null as TEXT) as _dbt_source_relation\n    limit 0", "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, "primary_key": [], "time_spine": null}, "model.linkedin.stg_linkedin_ads__account_history_tmp": {"database": "postgres", "schema": "public_linkedin_dev", "name": "stg_linkedin_ads__account_history_tmp", "resource_type": "model", "package_name": "linkedin", "path": "staging/tmp/stg_linkedin_ads__account_history_tmp.sql", "original_file_path": "models/staging/tmp/stg_linkedin_ads__account_history_tmp.sql", "unique_id": "model.linkedin.stg_linkedin_ads__account_history_tmp", "fqn": ["linkedin", "staging", "tmp", "stg_linkedin_ads__account_history_tmp"], "alias": "stg_linkedin_ads__account_history_tmp", "checksum": {"name": "sha256", "checksum": "caea086945e8fcbcc122f063bc8667a1f509f2b210498598e49fa310ab53c04b"}, "config": {"enabled": true, "alias": null, "schema": "linkedin_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "batch_size": null, "lookback": 1, "begin": 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}, "event_time": null, "concurrent_batches": null, "access": "protected", "freshness": null}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"materialized": "view", "schema": "linkedin_{{ var('directed_schema','dev') }}", "enabled": true}, "created_at": 1768603593.09049, "relation_name": "\"postgres\".\"public_linkedin_dev\".\"stg_linkedin_ads__account_history_tmp\"", "raw_code": "{{ config(enabled=var('ad_reporting__linkedin_ads_enabled', True)) }}\n\n{{\n    fivetran_utils.union_data(\n        table_identifier='account_history', \n        database_variable='linkedin_ads_database', \n        schema_variable='linkedin_ads_schema', \n        default_database=target.database,\n        default_schema='linkedin_ads',\n        default_variable='account_history',\n        union_schema_variable='linkedin_ads_union_schemas',\n        union_database_variable='linkedin_ads_union_databases'\n    )\n}}", "doc_blocks": [], "language": "sql", "refs": [], "sources": [["linkedin_ads", "account_history"], ["linkedin_ads", "account_history"]], "metrics": [], "functions": [], "depends_on": {"macros": ["macro.fivetran_utils.union_data"], "nodes": ["source.linkedin.linkedin_ads.account_history"]}, "compiled_path": "target/compiled/linkedin/models/staging/tmp/stg_linkedin_ads__account_history_tmp.sql", "compiled": true, "compiled_code": "\n\n\n    \n    \n        \n        \n        \n        \n    select \n        cast(null as TEXT) as _dbt_source_relation\n    limit 0", "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, "primary_key": [], "time_spine": null}, "model.linkedin.stg_linkedin_ads__monthly_ad_analytics_by_region_tmp": {"database": "postgres", "schema": "public_linkedin_dev", "name": "stg_linkedin_ads__monthly_ad_analytics_by_region_tmp", "resource_type": "model", "package_name": "linkedin", "path": "staging/tmp/stg_linkedin_ads__monthly_ad_analytics_by_region_tmp.sql", "original_file_path": "models/staging/tmp/stg_linkedin_ads__monthly_ad_analytics_by_region_tmp.sql", "unique_id": "model.linkedin.stg_linkedin_ads__monthly_ad_analytics_by_region_tmp", "fqn": ["linkedin", "staging", "tmp", "stg_linkedin_ads__monthly_ad_analytics_by_region_tmp"], "alias": "stg_linkedin_ads__monthly_ad_analytics_by_region_tmp", "checksum": {"name": "sha256", "checksum": "3ba2bb807f4a916c69a82045d15b992dd15d4b109edf66b7ff1939a0cb7d2fb2"}, "config": {"enabled": true, "alias": null, "schema": "linkedin_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "batch_size": null, "lookback": 1, "begin": 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}, "event_time": null, "concurrent_batches": null, "access": "protected", "freshness": null}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"materialized": "view", "schema": "linkedin_{{ var('directed_schema','dev') }}", "enabled": true}, "created_at": 1768603593.0986629, "relation_name": "\"postgres\".\"public_linkedin_dev\".\"stg_linkedin_ads__monthly_ad_analytics_by_region_tmp\"", "raw_code": "{{ config(enabled=fivetran_utils.enabled_vars(['ad_reporting__linkedin_ads_enabled','linkedin_ads__using_monthly_ad_analytics_by_member_region'])) }}\n\n{{\n    fivetran_utils.union_data(\n        table_identifier='monthly_ad_analytics_by_member_region', \n        database_variable='linkedin_ads_database', \n        schema_variable='linkedin_ads_schema', \n        default_database=target.database,\n        default_schema='linkedin_ads',\n        default_variable='monthly_ad_analytics_by_member_region',\n        union_schema_variable='linkedin_ads_union_schemas',\n        union_database_variable='linkedin_ads_union_databases'\n    )\n}}", "doc_blocks": [], "language": "sql", "refs": [], "sources": [["linkedin_ads", "monthly_ad_analytics_by_member_region"], ["linkedin_ads", "monthly_ad_analytics_by_member_region"]], "metrics": [], "functions": [], "depends_on": {"macros": ["macro.fivetran_utils.enabled_vars", "macro.fivetran_utils.union_data"], "nodes": ["source.linkedin.linkedin_ads.monthly_ad_analytics_by_member_region"]}, "compiled_path": "target/compiled/linkedin/models/staging/tmp/stg_linkedin_ads__monthly_ad_analytics_by_region_tmp.sql", "compiled": true, "compiled_code": "\n\n\n    \n    \n        \n        \n        \n        \n    select \n        cast(null as TEXT) as _dbt_source_relation\n    limit 0", "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, "primary_key": [], "time_spine": null}, "model.linkedin.stg_linkedin_ads__campaign_history_tmp": {"database": "postgres", "schema": "public_linkedin_dev", "name": "stg_linkedin_ads__campaign_history_tmp", "resource_type": "model", "package_name": "linkedin", "path": "staging/tmp/stg_linkedin_ads__campaign_history_tmp.sql", "original_file_path": "models/staging/tmp/stg_linkedin_ads__campaign_history_tmp.sql", "unique_id": "model.linkedin.stg_linkedin_ads__campaign_history_tmp", "fqn": ["linkedin", "staging", "tmp", "stg_linkedin_ads__campaign_history_tmp"], "alias": "stg_linkedin_ads__campaign_history_tmp", "checksum": {"name": "sha256", "checksum": "57277904daa40b519f861f012daf16c101dfef12ba3e9d613b718c5cdb8de610"}, "config": {"enabled": true, "alias": null, "schema": "linkedin_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "batch_size": null, "lookback": 1, "begin": 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}, "event_time": null, "concurrent_batches": null, "access": "protected", "freshness": null}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"materialized": "view", "schema": "linkedin_{{ var('directed_schema','dev') }}", "enabled": true}, "created_at": 1768603593.1070817, "relation_name": "\"postgres\".\"public_linkedin_dev\".\"stg_linkedin_ads__campaign_history_tmp\"", "raw_code": "{{ config(enabled=var('ad_reporting__linkedin_ads_enabled', True)) }}\n\n{{\n    fivetran_utils.union_data(\n        table_identifier='campaign_history', \n        database_variable='linkedin_ads_database', \n        schema_variable='linkedin_ads_schema', \n        default_database=target.database,\n        default_schema='linkedin_ads',\n        default_variable='campaign_history',\n        union_schema_variable='linkedin_ads_union_schemas',\n        union_database_variable='linkedin_ads_union_databases'\n    )\n}}", "doc_blocks": [], "language": "sql", "refs": [], "sources": [["linkedin_ads", "campaign_history"], ["linkedin_ads", "campaign_history"]], "metrics": [], "functions": [], "depends_on": {"macros": ["macro.fivetran_utils.union_data"], "nodes": ["source.linkedin.linkedin_ads.campaign_history"]}, "compiled_path": "target/compiled/linkedin/models/staging/tmp/stg_linkedin_ads__campaign_history_tmp.sql", "compiled": true, "compiled_code": "\n\n\n    \n    \n        \n        \n        \n        \n    select \n        cast(null as TEXT) as _dbt_source_relation\n    limit 0", "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, "primary_key": [], "time_spine": null}, "model.linkedin.stg_linkedin_ads__monthly_ad_analytics_by_country_tmp": {"database": "postgres", "schema": "public_linkedin_dev", "name": "stg_linkedin_ads__monthly_ad_analytics_by_country_tmp", "resource_type": "model", "package_name": "linkedin", "path": "staging/tmp/stg_linkedin_ads__monthly_ad_analytics_by_country_tmp.sql", "original_file_path": "models/staging/tmp/stg_linkedin_ads__monthly_ad_analytics_by_country_tmp.sql", "unique_id": "model.linkedin.stg_linkedin_ads__monthly_ad_analytics_by_country_tmp", "fqn": ["linkedin", "staging", "tmp", "stg_linkedin_ads__monthly_ad_analytics_by_country_tmp"], "alias": "stg_linkedin_ads__monthly_ad_analytics_by_country_tmp", "checksum": {"name": "sha256", "checksum": "2a3e5335a8bd3f4574e7d4dbe1e2b70416e58ef4d68fa632bdd57cfb83a6e3aa"}, "config": {"enabled": true, "alias": null, "schema": "linkedin_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "batch_size": null, "lookback": 1, "begin": 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}, "event_time": null, "concurrent_batches": null, "access": "protected", "freshness": null}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"materialized": "view", "schema": "linkedin_{{ var('directed_schema','dev') }}", "enabled": true}, "created_at": 1768603593.1154032, "relation_name": "\"postgres\".\"public_linkedin_dev\".\"stg_linkedin_ads__monthly_ad_analytics_by_country_tmp\"", "raw_code": "{{ config(enabled=fivetran_utils.enabled_vars(['ad_reporting__linkedin_ads_enabled','linkedin_ads__using_monthly_ad_analytics_by_member_country'])) }}\n\n{{\n    fivetran_utils.union_data(\n        table_identifier='monthly_ad_analytics_by_member_country', \n        database_variable='linkedin_ads_database', \n        schema_variable='linkedin_ads_schema', \n        default_database=target.database,\n        default_schema='linkedin_ads',\n        default_variable='monthly_ad_analytics_by_member_country',\n        union_schema_variable='linkedin_ads_union_schemas',\n        union_database_variable='linkedin_ads_union_databases'\n    )\n}}", "doc_blocks": [], "language": "sql", "refs": [], "sources": [["linkedin_ads", "monthly_ad_analytics_by_member_country"], ["linkedin_ads", "monthly_ad_analytics_by_member_country"]], "metrics": [], "functions": [], "depends_on": {"macros": ["macro.fivetran_utils.enabled_vars", "macro.fivetran_utils.union_data"], "nodes": ["source.linkedin.linkedin_ads.monthly_ad_analytics_by_member_country"]}, "compiled_path": "target/compiled/linkedin/models/staging/tmp/stg_linkedin_ads__monthly_ad_analytics_by_country_tmp.sql", "compiled": true, "compiled_code": "\n\n\n    \n    \n        \n        \n        \n        \n    select \n        cast(null as TEXT) as _dbt_source_relation\n    limit 0", "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, "primary_key": [], "time_spine": null}, "model.linkedin.stg_linkedin_ads__ad_analytics_by_campaign_tmp": {"database": "postgres", "schema": "public_linkedin_dev", "name": "stg_linkedin_ads__ad_analytics_by_campaign_tmp", "resource_type": "model", "package_name": "linkedin", "path": "staging/tmp/stg_linkedin_ads__ad_analytics_by_campaign_tmp.sql", "original_file_path": "models/staging/tmp/stg_linkedin_ads__ad_analytics_by_campaign_tmp.sql", "unique_id": "model.linkedin.stg_linkedin_ads__ad_analytics_by_campaign_tmp", "fqn": ["linkedin", "staging", "tmp", "stg_linkedin_ads__ad_analytics_by_campaign_tmp"], "alias": "stg_linkedin_ads__ad_analytics_by_campaign_tmp", "checksum": {"name": "sha256", "checksum": "1970c620d47208b109aea8708b078f745b755c3961e4be604524ee6c6af698f5"}, "config": {"enabled": true, "alias": null, "schema": "linkedin_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "batch_size": null, "lookback": 1, "begin": 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}, "event_time": null, "concurrent_batches": null, "access": "protected", "freshness": null}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"materialized": "view", "schema": "linkedin_{{ var('directed_schema','dev') }}", "enabled": true}, "created_at": 1768603593.1247032, "relation_name": "\"postgres\".\"public_linkedin_dev\".\"stg_linkedin_ads__ad_analytics_by_campaign_tmp\"", "raw_code": "{{ config(enabled=var('ad_reporting__linkedin_ads_enabled', True)) }}\n\n{{\n    fivetran_utils.union_data(\n        table_identifier='ad_analytics_by_campaign', \n        database_variable='linkedin_ads_database', \n        schema_variable='linkedin_ads_schema', \n        default_database=target.database,\n        default_schema='linkedin_ads',\n        default_variable='ad_analytics_by_campaign',\n        union_schema_variable='linkedin_ads_union_schemas',\n        union_database_variable='linkedin_ads_union_databases'\n    )\n}}", "doc_blocks": [], "language": "sql", "refs": [], "sources": [["linkedin_ads", "ad_analytics_by_campaign"], ["linkedin_ads", "ad_analytics_by_campaign"]], "metrics": [], "functions": [], "depends_on": {"macros": ["macro.fivetran_utils.union_data"], "nodes": ["source.linkedin.linkedin_ads.ad_analytics_by_campaign"]}, "compiled_path": "target/compiled/linkedin/models/staging/tmp/stg_linkedin_ads__ad_analytics_by_campaign_tmp.sql", "compiled": true, "compiled_code": "\n\n\n    \n    \n        \n        \n        \n        \n    select \n        cast(null as TEXT) as _dbt_source_relation\n    limit 0", "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, "primary_key": [], "time_spine": null}, "model.linkedin.stg_linkedin_ads__geo_tmp": {"database": "postgres", "schema": "public_linkedin_dev", "name": "stg_linkedin_ads__geo_tmp", "resource_type": "model", "package_name": "linkedin", "path": "staging/tmp/stg_linkedin_ads__geo_tmp.sql", "original_file_path": "models/staging/tmp/stg_linkedin_ads__geo_tmp.sql", "unique_id": "model.linkedin.stg_linkedin_ads__geo_tmp", "fqn": ["linkedin", "staging", "tmp", "stg_linkedin_ads__geo_tmp"], "alias": "stg_linkedin_ads__geo_tmp", "checksum": {"name": "sha256", "checksum": "89339139c6710cfcab68c632c62a083351599d8c28c838b5760e7f542cd92a25"}, "config": {"enabled": true, "alias": null, "schema": "linkedin_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "batch_size": null, "lookback": 1, "begin": 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}, "event_time": null, "concurrent_batches": null, "access": "protected", "freshness": null}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"materialized": "view", "schema": "linkedin_{{ var('directed_schema','dev') }}", "enabled": true}, "created_at": 1768603593.1328564, "relation_name": "\"postgres\".\"public_linkedin_dev\".\"stg_linkedin_ads__geo_tmp\"", "raw_code": "{{ config(enabled=fivetran_utils.enabled_vars(['ad_reporting__linkedin_ads_enabled','linkedin_ads__using_geo'])) }}\n\n{{\n    fivetran_utils.union_data(\n        table_identifier='geo', \n        database_variable='linkedin_ads_database', \n        schema_variable='linkedin_ads_schema', \n        default_database=target.database,\n        default_schema='linkedin_ads',\n        default_variable='geo',\n        union_schema_variable='linkedin_ads_union_schemas',\n        union_database_variable='linkedin_ads_union_databases'\n    )\n}}", "doc_blocks": [], "language": "sql", "refs": [], "sources": [["linkedin_ads", "geo"], ["linkedin_ads", "geo"]], "metrics": [], "functions": [], "depends_on": {"macros": ["macro.fivetran_utils.enabled_vars", "macro.fivetran_utils.union_data"], "nodes": ["source.linkedin.linkedin_ads.geo"]}, "compiled_path": "target/compiled/linkedin/models/staging/tmp/stg_linkedin_ads__geo_tmp.sql", "compiled": true, "compiled_code": "\n\n\n    \n    \n        \n        \n        \n        \n    select \n        cast(null as TEXT) as _dbt_source_relation\n    limit 0", "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, "primary_key": [], "time_spine": null}, "model.linkedin.stg_linkedin_ads__ad_analytics_by_creative_tmp": {"database": "postgres", "schema": "public_linkedin_dev", "name": "stg_linkedin_ads__ad_analytics_by_creative_tmp", "resource_type": "model", "package_name": "linkedin", "path": "staging/tmp/stg_linkedin_ads__ad_analytics_by_creative_tmp.sql", "original_file_path": "models/staging/tmp/stg_linkedin_ads__ad_analytics_by_creative_tmp.sql", "unique_id": "model.linkedin.stg_linkedin_ads__ad_analytics_by_creative_tmp", "fqn": ["linkedin", "staging", "tmp", "stg_linkedin_ads__ad_analytics_by_creative_tmp"], "alias": "stg_linkedin_ads__ad_analytics_by_creative_tmp", "checksum": {"name": "sha256", "checksum": "3875350fd6f19fb9585c697c1f6413f7e56e37cf7419dc340b5c94b94d0fe987"}, "config": {"enabled": true, "alias": null, "schema": "linkedin_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "batch_size": null, "lookback": 1, "begin": 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}, "event_time": null, "concurrent_batches": null, "access": "protected", "freshness": null}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"materialized": "view", "schema": "linkedin_{{ var('directed_schema','dev') }}", "enabled": true}, "created_at": 1768603593.141154, "relation_name": "\"postgres\".\"public_linkedin_dev\".\"stg_linkedin_ads__ad_analytics_by_creative_tmp\"", "raw_code": "{{ config(enabled=var('ad_reporting__linkedin_ads_enabled', True)) }}\n\n{{\n    fivetran_utils.union_data(\n        table_identifier='ad_analytics_by_creative', \n        database_variable='linkedin_ads_database', \n        schema_variable='linkedin_ads_schema', \n        default_database=target.database,\n        default_schema='linkedin_ads',\n        default_variable='ad_analytics_by_creative',\n        union_schema_variable='linkedin_ads_union_schemas',\n        union_database_variable='linkedin_ads_union_databases'\n    )\n}}", "doc_blocks": [], "language": "sql", "refs": [], "sources": [["linkedin_ads", "ad_analytics_by_creative"], ["linkedin_ads", "ad_analytics_by_creative"]], "metrics": [], "functions": [], "depends_on": {"macros": ["macro.fivetran_utils.union_data"], "nodes": ["source.linkedin.linkedin_ads.ad_analytics_by_creative"]}, "compiled_path": "target/compiled/linkedin/models/staging/tmp/stg_linkedin_ads__ad_analytics_by_creative_tmp.sql", "compiled": true, "compiled_code": "\n\n\n    \n    \n        \n        \n        \n        \n    select \n        cast(null as TEXT) as _dbt_source_relation\n    limit 0", "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, "primary_key": [], "time_spine": null}, "model.linkedin.stg_linkedin_ads__creative_history_tmp": {"database": "postgres", "schema": "public_linkedin_dev", "name": "stg_linkedin_ads__creative_history_tmp", "resource_type": "model", "package_name": "linkedin", "path": "staging/tmp/stg_linkedin_ads__creative_history_tmp.sql", "original_file_path": "models/staging/tmp/stg_linkedin_ads__creative_history_tmp.sql", "unique_id": "model.linkedin.stg_linkedin_ads__creative_history_tmp", "fqn": ["linkedin", "staging", "tmp", "stg_linkedin_ads__creative_history_tmp"], "alias": "stg_linkedin_ads__creative_history_tmp", "checksum": {"name": "sha256", "checksum": "8834c1345f54ac9a8e39e4a0efcad9912cf619fc02ba4c686764f0cd332a6fe2"}, "config": {"enabled": true, "alias": null, "schema": "linkedin_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "batch_size": null, "lookback": 1, "begin": 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}, "event_time": null, "concurrent_batches": null, "access": "protected", "freshness": null}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"materialized": "view", "schema": "linkedin_{{ var('directed_schema','dev') }}", "enabled": true}, "created_at": 1768603593.149437, "relation_name": "\"postgres\".\"public_linkedin_dev\".\"stg_linkedin_ads__creative_history_tmp\"", "raw_code": "{{ config(enabled=var('ad_reporting__linkedin_ads_enabled', True)) }}\n\n{{\n    fivetran_utils.union_data(\n        table_identifier='creative_history', \n        database_variable='linkedin_ads_database', \n        schema_variable='linkedin_ads_schema', \n        default_database=target.database,\n        default_schema='linkedin_ads',\n        default_variable='creative_history',\n        union_schema_variable='linkedin_ads_union_schemas',\n        union_database_variable='linkedin_ads_union_databases'\n    )\n}}", "doc_blocks": [], "language": "sql", "refs": [], "sources": [["linkedin_ads", "creative_history"], ["linkedin_ads", "creative_history"]], "metrics": [], "functions": [], "depends_on": {"macros": ["macro.fivetran_utils.union_data"], "nodes": ["source.linkedin.linkedin_ads.creative_history"]}, "compiled_path": "target/compiled/linkedin/models/staging/tmp/stg_linkedin_ads__creative_history_tmp.sql", "compiled": true, "compiled_code": "\n\n\n    \n    \n        \n        \n        \n        \n    select \n        cast(null as TEXT) as _dbt_source_relation\n    limit 0", "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, "primary_key": [], "time_spine": null}, "test.linkedin.not_null_linkedin_ads__account_report_account_id.0c34ea1842": {"database": "postgres", "schema": "public_dbt_test__audit", "name": "not_null_linkedin_ads__account_report_account_id", "resource_type": "test", "package_name": "linkedin", "path": "not_null_linkedin_ads__account_report_account_id.sql", "original_file_path": "models/linkedin.yml", "unique_id": "test.linkedin.not_null_linkedin_ads__account_report_account_id.0c34ea1842", "fqn": ["linkedin", "not_null_linkedin_ads__account_report_account_id"], "alias": "not_null_linkedin_ads__account_report_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, "unrendered_config": {}, "created_at": 1768603593.4137871, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "doc_blocks": [], "language": "sql", "refs": [{"name": "linkedin_ads__account_report", "package": null, "version": null}], "sources": [], "metrics": [], "functions": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.linkedin.linkedin_ads__account_report"]}, "compiled_path": "target/compiled/linkedin/models/linkedin.yml/not_null_linkedin_ads__account_report_account_id.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect account_id\nfrom \"postgres\".\"public_linkedin_dev\".\"linkedin_ads__account_report\"\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.linkedin_ads__account_report", "attached_node": "model.linkedin.linkedin_ads__account_report", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "account_id", "model": "{{ get_where_subquery(ref('linkedin_ads__account_report')) }}"}, "namespace": null}}, "test.linkedin.not_null_linkedin_ads__account_report_date_day.c4b33f8f53": {"database": "postgres", "schema": "public_dbt_test__audit", "name": "not_null_linkedin_ads__account_report_date_day", "resource_type": "test", "package_name": "linkedin", "path": "not_null_linkedin_ads__account_report_date_day.sql", "original_file_path": "models/linkedin.yml", "unique_id": "test.linkedin.not_null_linkedin_ads__account_report_date_day.c4b33f8f53", "fqn": ["linkedin", "not_null_linkedin_ads__account_report_date_day"], "alias": "not_null_linkedin_ads__account_report_date_day", "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, "unrendered_config": {}, "created_at": 1768603593.4165182, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "doc_blocks": [], "language": "sql", "refs": [{"name": "linkedin_ads__account_report", "package": null, "version": null}], "sources": [], "metrics": [], "functions": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.linkedin.linkedin_ads__account_report"]}, "compiled_path": "target/compiled/linkedin/models/linkedin.yml/not_null_linkedin_ads__account_report_date_day.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect date_day\nfrom \"postgres\".\"public_linkedin_dev\".\"linkedin_ads__account_report\"\nwhere date_day is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "date_day", "file_key_name": "models.linkedin_ads__account_report", "attached_node": "model.linkedin.linkedin_ads__account_report", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "date_day", "model": "{{ get_where_subquery(ref('linkedin_ads__account_report')) }}"}, "namespace": null}}, "test.linkedin.not_null_linkedin_ads__campaign_report_date_day.8d320b88b1": {"database": "postgres", "schema": "public_dbt_test__audit", "name": "not_null_linkedin_ads__campaign_report_date_day", "resource_type": "test", "package_name": "linkedin", "path": "not_null_linkedin_ads__campaign_report_date_day.sql", "original_file_path": "models/linkedin.yml", "unique_id": "test.linkedin.not_null_linkedin_ads__campaign_report_date_day.8d320b88b1", "fqn": ["linkedin", "not_null_linkedin_ads__campaign_report_date_day"], "alias": "not_null_linkedin_ads__campaign_report_date_day", "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, "unrendered_config": {}, "created_at": 1768603593.4189384, "relation_name": null, "raw_code": "{{ 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"patch_path": null, "build_path": null, "unrendered_config": {}, "created_at": 1768603593.4262764, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "doc_blocks": [], "language": "sql", "refs": [{"name": "linkedin_ads__campaign_group_report", "package": null, "version": null}], "sources": [], "metrics": [], "functions": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.linkedin.linkedin_ads__campaign_group_report"]}, "compiled_path": "target/compiled/linkedin/models/linkedin.yml/not_null_linkedin_ads__campaign_group_report_campaign_group_id.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect campaign_group_id\nfrom \"postgres\".\"public_linkedin_dev\".\"linkedin_ads__campaign_group_report\"\nwhere campaign_group_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": 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"tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {}, "created_at": 1768603593.433529, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "doc_blocks": [], "language": "sql", "refs": [{"name": "linkedin_ads__url_report", "package": null, "version": null}], "sources": [], "metrics": [], "functions": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.linkedin.linkedin_ads__url_report"]}, "compiled_path": "target/compiled/linkedin/models/linkedin.yml/not_null_linkedin_ads__url_report_date_day.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect date_day\nfrom \"postgres\".\"public_linkedin_dev\".\"linkedin_ads__url_report\"\nwhere date_day is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, 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"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, "unrendered_config": {"alias": "not_null_linkedin_ads__monthly_e69e063829cf5fc29a5efbeea1ded0b2"}, "created_at": 1768603593.442364, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}{{ config(alias=\"not_null_linkedin_ads__monthly_e69e063829cf5fc29a5efbeea1ded0b2\") }}", "doc_blocks": [], "language": "sql", "refs": [{"name": "linkedin_ads__monthly_campaign_country_report", "package": null, "version": null}], "sources": [], "metrics": [], "functions": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.linkedin.linkedin_ads__monthly_campaign_country_report"]}, "compiled_path": "target/compiled/linkedin/models/linkedin.yml/not_null_linkedin_ads__monthly_e69e063829cf5fc29a5efbeea1ded0b2.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect date_month\nfrom \"postgres\".\"public_linkedin_dev\".\"linkedin_ads__monthly_campaign_country_report\"\nwhere date_month is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "date_month", "file_key_name": "models.linkedin_ads__monthly_campaign_country_report", "attached_node": "model.linkedin.linkedin_ads__monthly_campaign_country_report", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "date_month", "model": "{{ get_where_subquery(ref('linkedin_ads__monthly_campaign_country_report')) }}"}, "namespace": null}}, "test.linkedin.not_null_linkedin_ads__monthly_campaign_country_report_campaign_id.4624641c1c": {"database": "postgres", "schema": "public_dbt_test__audit", "name": "not_null_linkedin_ads__monthly_campaign_country_report_campaign_id", "resource_type": "test", "package_name": "linkedin", "path": "not_null_linkedin_ads__monthly_0837b859b384a25b2df1c63ff671b24d.sql", "original_file_path": "models/linkedin.yml", "unique_id": "test.linkedin.not_null_linkedin_ads__monthly_campaign_country_report_campaign_id.4624641c1c", "fqn": ["linkedin", "not_null_linkedin_ads__monthly_campaign_country_report_campaign_id"], "alias": "not_null_linkedin_ads__monthly_0837b859b384a25b2df1c63ff671b24d", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "not_null_linkedin_ads__monthly_0837b859b384a25b2df1c63ff671b24d", "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, "unrendered_config": {"alias": "not_null_linkedin_ads__monthly_0837b859b384a25b2df1c63ff671b24d"}, "created_at": 1768603593.4447572, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}{{ config(alias=\"not_null_linkedin_ads__monthly_0837b859b384a25b2df1c63ff671b24d\") }}", "doc_blocks": [], "language": "sql", "refs": [{"name": "linkedin_ads__monthly_campaign_country_report", "package": null, "version": null}], "sources": [], "metrics": [], "functions": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.linkedin.linkedin_ads__monthly_campaign_country_report"]}, "compiled_path": "target/compiled/linkedin/models/linkedin.yml/not_null_linkedin_ads__monthly_0837b859b384a25b2df1c63ff671b24d.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect campaign_id\nfrom \"postgres\".\"public_linkedin_dev\".\"linkedin_ads__monthly_campaign_country_report\"\nwhere campaign_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "campaign_id", "file_key_name": "models.linkedin_ads__monthly_campaign_country_report", "attached_node": "model.linkedin.linkedin_ads__monthly_campaign_country_report", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "campaign_id", "model": "{{ get_where_subquery(ref('linkedin_ads__monthly_campaign_country_report')) }}"}, "namespace": null}}, "test.linkedin.not_null_linkedin_ads__monthly_campaign_region_report_date_month.4fd809085e": {"database": "postgres", "schema": "public_dbt_test__audit", "name": "not_null_linkedin_ads__monthly_campaign_region_report_date_month", "resource_type": "test", "package_name": "linkedin", "path": "not_null_linkedin_ads__monthly_52b93cb419209deea0ecea8aeddd6fe8.sql", "original_file_path": "models/linkedin.yml", "unique_id": "test.linkedin.not_null_linkedin_ads__monthly_campaign_region_report_date_month.4fd809085e", "fqn": ["linkedin", "not_null_linkedin_ads__monthly_campaign_region_report_date_month"], "alias": "not_null_linkedin_ads__monthly_52b93cb419209deea0ecea8aeddd6fe8", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "not_null_linkedin_ads__monthly_52b93cb419209deea0ecea8aeddd6fe8", "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, "unrendered_config": {"alias": "not_null_linkedin_ads__monthly_52b93cb419209deea0ecea8aeddd6fe8"}, "created_at": 1768603593.4471905, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}{{ config(alias=\"not_null_linkedin_ads__monthly_52b93cb419209deea0ecea8aeddd6fe8\") }}", "doc_blocks": [], "language": "sql", "refs": [{"name": "linkedin_ads__monthly_campaign_region_report", "package": null, "version": null}], "sources": [], "metrics": [], "functions": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.linkedin.linkedin_ads__monthly_campaign_region_report"]}, "compiled_path": "target/compiled/linkedin/models/linkedin.yml/not_null_linkedin_ads__monthly_52b93cb419209deea0ecea8aeddd6fe8.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect date_month\nfrom \"postgres\".\"public_linkedin_dev\".\"linkedin_ads__monthly_campaign_region_report\"\nwhere date_month is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "date_month", "file_key_name": "models.linkedin_ads__monthly_campaign_region_report", "attached_node": "model.linkedin.linkedin_ads__monthly_campaign_region_report", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "date_month", "model": "{{ get_where_subquery(ref('linkedin_ads__monthly_campaign_region_report')) }}"}, "namespace": null}}, "test.linkedin.not_null_linkedin_ads__monthly_campaign_region_report_campaign_id.5884bc5d68": {"database": "postgres", "schema": "public_dbt_test__audit", "name": "not_null_linkedin_ads__monthly_campaign_region_report_campaign_id", "resource_type": "test", "package_name": "linkedin", "path": "not_null_linkedin_ads__monthly_d8d2fb9356c0edb46ee9b89812dc2020.sql", "original_file_path": "models/linkedin.yml", "unique_id": "test.linkedin.not_null_linkedin_ads__monthly_campaign_region_report_campaign_id.5884bc5d68", "fqn": ["linkedin", "not_null_linkedin_ads__monthly_campaign_region_report_campaign_id"], "alias": "not_null_linkedin_ads__monthly_d8d2fb9356c0edb46ee9b89812dc2020", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "not_null_linkedin_ads__monthly_d8d2fb9356c0edb46ee9b89812dc2020", "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, "unrendered_config": {"alias": "not_null_linkedin_ads__monthly_d8d2fb9356c0edb46ee9b89812dc2020"}, "created_at": 1768603593.4497862, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}{{ config(alias=\"not_null_linkedin_ads__monthly_d8d2fb9356c0edb46ee9b89812dc2020\") }}", "doc_blocks": [], "language": "sql", "refs": [{"name": "linkedin_ads__monthly_campaign_region_report", "package": null, "version": null}], "sources": [], "metrics": [], "functions": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.linkedin.linkedin_ads__monthly_campaign_region_report"]}, "compiled_path": "target/compiled/linkedin/models/linkedin.yml/not_null_linkedin_ads__monthly_d8d2fb9356c0edb46ee9b89812dc2020.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect campaign_id\nfrom \"postgres\".\"public_linkedin_dev\".\"linkedin_ads__monthly_campaign_region_report\"\nwhere campaign_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "campaign_id", "file_key_name": "models.linkedin_ads__monthly_campaign_region_report", "attached_node": "model.linkedin.linkedin_ads__monthly_campaign_region_report", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "campaign_id", "model": "{{ get_where_subquery(ref('linkedin_ads__monthly_campaign_region_report')) }}"}, "namespace": null}}, "test.linkedin.not_null_stg_linkedin_ads__ad_analytics_by_creative_creative_id.062abfe14b": {"database": "postgres", "schema": "public_dbt_test__audit", "name": "not_null_stg_linkedin_ads__ad_analytics_by_creative_creative_id", "resource_type": "test", "package_name": "linkedin", "path": "not_null_stg_linkedin_ads__ad_analytics_by_creative_creative_id.sql", "original_file_path": "models/staging/stg_linkedin.yml", "unique_id": "test.linkedin.not_null_stg_linkedin_ads__ad_analytics_by_creative_creative_id.062abfe14b", "fqn": ["linkedin", "staging", "not_null_stg_linkedin_ads__ad_analytics_by_creative_creative_id"], "alias": "not_null_stg_linkedin_ads__ad_analytics_by_creative_creative_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, "unrendered_config": {}, "created_at": 1768603593.4645443, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "doc_blocks": [], "language": "sql", "refs": [{"name": "stg_linkedin_ads__ad_analytics_by_creative", "package": null, "version": null}], "sources": [], "metrics": [], "functions": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.linkedin.stg_linkedin_ads__ad_analytics_by_creative"]}, "compiled_path": "target/compiled/linkedin/models/staging/stg_linkedin.yml/not_null_stg_linkedin_ads__ad_analytics_by_creative_creative_id.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect creative_id\nfrom \"postgres\".\"public_linkedin_dev\".\"stg_linkedin_ads__ad_analytics_by_creative\"\nwhere creative_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "creative_id", "file_key_name": "models.stg_linkedin_ads__ad_analytics_by_creative", "attached_node": "model.linkedin.stg_linkedin_ads__ad_analytics_by_creative", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "creative_id", "model": "{{ get_where_subquery(ref('stg_linkedin_ads__ad_analytics_by_creative')) }}"}, "namespace": null}}, "test.linkedin.not_null_stg_linkedin_ads__ad_analytics_by_creative_date_day.cb81bc4766": {"database": "postgres", "schema": "public_dbt_test__audit", "name": "not_null_stg_linkedin_ads__ad_analytics_by_creative_date_day", "resource_type": "test", "package_name": "linkedin", "path": "not_null_stg_linkedin_ads__ad_analytics_by_creative_date_day.sql", "original_file_path": "models/staging/stg_linkedin.yml", "unique_id": "test.linkedin.not_null_stg_linkedin_ads__ad_analytics_by_creative_date_day.cb81bc4766", "fqn": ["linkedin", "staging", "not_null_stg_linkedin_ads__ad_analytics_by_creative_date_day"], "alias": "not_null_stg_linkedin_ads__ad_analytics_by_creative_date_day", "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, "unrendered_config": {}, "created_at": 1768603593.4670553, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "doc_blocks": [], "language": "sql", "refs": [{"name": "stg_linkedin_ads__ad_analytics_by_creative", "package": null, "version": null}], "sources": [], "metrics": [], "functions": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.linkedin.stg_linkedin_ads__ad_analytics_by_creative"]}, "compiled_path": "target/compiled/linkedin/models/staging/stg_linkedin.yml/not_null_stg_linkedin_ads__ad_analytics_by_creative_date_day.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect date_day\nfrom \"postgres\".\"public_linkedin_dev\".\"stg_linkedin_ads__ad_analytics_by_creative\"\nwhere date_day is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "date_day", "file_key_name": "models.stg_linkedin_ads__ad_analytics_by_creative", "attached_node": "model.linkedin.stg_linkedin_ads__ad_analytics_by_creative", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "date_day", "model": "{{ get_where_subquery(ref('stg_linkedin_ads__ad_analytics_by_creative')) }}"}, "namespace": null}}, "test.linkedin.not_null_stg_linkedin_ads__ad_analytics_by_campaign_campaign_id.d6ae242f1a": {"database": "postgres", "schema": "public_dbt_test__audit", "name": "not_null_stg_linkedin_ads__ad_analytics_by_campaign_campaign_id", "resource_type": "test", "package_name": "linkedin", "path": "not_null_stg_linkedin_ads__ad_analytics_by_campaign_campaign_id.sql", "original_file_path": "models/staging/stg_linkedin.yml", "unique_id": "test.linkedin.not_null_stg_linkedin_ads__ad_analytics_by_campaign_campaign_id.d6ae242f1a", "fqn": ["linkedin", "staging", "not_null_stg_linkedin_ads__ad_analytics_by_campaign_campaign_id"], "alias": "not_null_stg_linkedin_ads__ad_analytics_by_campaign_campaign_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, "unrendered_config": {}, "created_at": 1768603593.4694417, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "doc_blocks": [], "language": "sql", "refs": [{"name": "stg_linkedin_ads__ad_analytics_by_campaign", "package": null, "version": null}], "sources": [], "metrics": [], "functions": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.linkedin.stg_linkedin_ads__ad_analytics_by_campaign"]}, "compiled_path": "target/compiled/linkedin/models/staging/stg_linkedin.yml/not_null_stg_linkedin_ads__ad_analytics_by_campaign_campaign_id.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect campaign_id\nfrom \"postgres\".\"public_linkedin_dev\".\"stg_linkedin_ads__ad_analytics_by_campaign\"\nwhere campaign_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "campaign_id", "file_key_name": "models.stg_linkedin_ads__ad_analytics_by_campaign", "attached_node": "model.linkedin.stg_linkedin_ads__ad_analytics_by_campaign", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "campaign_id", "model": "{{ get_where_subquery(ref('stg_linkedin_ads__ad_analytics_by_campaign')) }}"}, "namespace": null}}, "test.linkedin.not_null_stg_linkedin_ads__ad_analytics_by_campaign_date_day.ef97bed766": {"database": "postgres", "schema": "public_dbt_test__audit", "name": "not_null_stg_linkedin_ads__ad_analytics_by_campaign_date_day", "resource_type": "test", "package_name": "linkedin", "path": "not_null_stg_linkedin_ads__ad_analytics_by_campaign_date_day.sql", "original_file_path": "models/staging/stg_linkedin.yml", "unique_id": "test.linkedin.not_null_stg_linkedin_ads__ad_analytics_by_campaign_date_day.ef97bed766", "fqn": ["linkedin", "staging", "not_null_stg_linkedin_ads__ad_analytics_by_campaign_date_day"], "alias": "not_null_stg_linkedin_ads__ad_analytics_by_campaign_date_day", "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, "unrendered_config": {}, "created_at": 1768603593.471821, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "doc_blocks": [], "language": "sql", "refs": [{"name": "stg_linkedin_ads__ad_analytics_by_campaign", "package": null, "version": null}], "sources": [], "metrics": [], "functions": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.linkedin.stg_linkedin_ads__ad_analytics_by_campaign"]}, "compiled_path": "target/compiled/linkedin/models/staging/stg_linkedin.yml/not_null_stg_linkedin_ads__ad_analytics_by_campaign_date_day.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect date_day\nfrom \"postgres\".\"public_linkedin_dev\".\"stg_linkedin_ads__ad_analytics_by_campaign\"\nwhere date_day is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "date_day", "file_key_name": "models.stg_linkedin_ads__ad_analytics_by_campaign", "attached_node": "model.linkedin.stg_linkedin_ads__ad_analytics_by_campaign", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "date_day", "model": "{{ get_where_subquery(ref('stg_linkedin_ads__ad_analytics_by_campaign')) }}"}, "namespace": null}}, "test.linkedin.not_null_stg_linkedin_ads__creative_history_creative_id.4d51d55474": {"database": "postgres", "schema": "public_dbt_test__audit", "name": "not_null_stg_linkedin_ads__creative_history_creative_id", "resource_type": "test", "package_name": "linkedin", "path": "not_null_stg_linkedin_ads__creative_history_creative_id.sql", "original_file_path": "models/staging/stg_linkedin.yml", "unique_id": "test.linkedin.not_null_stg_linkedin_ads__creative_history_creative_id.4d51d55474", "fqn": ["linkedin", "staging", "not_null_stg_linkedin_ads__creative_history_creative_id"], "alias": "not_null_stg_linkedin_ads__creative_history_creative_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, "unrendered_config": {}, "created_at": 1768603593.4742224, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "doc_blocks": [], "language": "sql", "refs": [{"name": "stg_linkedin_ads__creative_history", "package": null, "version": null}], "sources": [], "metrics": [], "functions": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.linkedin.stg_linkedin_ads__creative_history"]}, "compiled_path": "target/compiled/linkedin/models/staging/stg_linkedin.yml/not_null_stg_linkedin_ads__creative_history_creative_id.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect creative_id\nfrom \"postgres\".\"public_linkedin_dev\".\"stg_linkedin_ads__creative_history\"\nwhere creative_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "creative_id", "file_key_name": "models.stg_linkedin_ads__creative_history", "attached_node": "model.linkedin.stg_linkedin_ads__creative_history", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "creative_id", "model": "{{ get_where_subquery(ref('stg_linkedin_ads__creative_history')) }}"}, "namespace": null}}, "test.linkedin.not_null_stg_linkedin_ads__campaign_history_campaign_id.b026971ca2": {"database": "postgres", "schema": "public_dbt_test__audit", "name": "not_null_stg_linkedin_ads__campaign_history_campaign_id", "resource_type": "test", "package_name": "linkedin", "path": "not_null_stg_linkedin_ads__campaign_history_campaign_id.sql", "original_file_path": "models/staging/stg_linkedin.yml", "unique_id": "test.linkedin.not_null_stg_linkedin_ads__campaign_history_campaign_id.b026971ca2", "fqn": ["linkedin", "staging", "not_null_stg_linkedin_ads__campaign_history_campaign_id"], "alias": "not_null_stg_linkedin_ads__campaign_history_campaign_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, "unrendered_config": {}, "created_at": 1768603593.4765654, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "doc_blocks": [], "language": "sql", "refs": [{"name": "stg_linkedin_ads__campaign_history", "package": null, "version": null}], "sources": [], "metrics": [], "functions": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.linkedin.stg_linkedin_ads__campaign_history"]}, "compiled_path": "target/compiled/linkedin/models/staging/stg_linkedin.yml/not_null_stg_linkedin_ads__campaign_history_campaign_id.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect campaign_id\nfrom \"postgres\".\"public_linkedin_dev\".\"stg_linkedin_ads__campaign_history\"\nwhere campaign_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "campaign_id", "file_key_name": "models.stg_linkedin_ads__campaign_history", "attached_node": "model.linkedin.stg_linkedin_ads__campaign_history", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "campaign_id", "model": "{{ get_where_subquery(ref('stg_linkedin_ads__campaign_history')) }}"}, "namespace": null}}, "test.linkedin.not_null_stg_linkedin_ads__campaign_history_version_tag.64954cc469": {"database": "postgres", "schema": "public_dbt_test__audit", "name": "not_null_stg_linkedin_ads__campaign_history_version_tag", "resource_type": "test", "package_name": "linkedin", "path": "not_null_stg_linkedin_ads__campaign_history_version_tag.sql", "original_file_path": "models/staging/stg_linkedin.yml", "unique_id": "test.linkedin.not_null_stg_linkedin_ads__campaign_history_version_tag.64954cc469", "fqn": ["linkedin", "staging", "not_null_stg_linkedin_ads__campaign_history_version_tag"], "alias": "not_null_stg_linkedin_ads__campaign_history_version_tag", "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, "unrendered_config": {}, "created_at": 1768603593.4790497, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "doc_blocks": [], "language": "sql", "refs": [{"name": "stg_linkedin_ads__campaign_history", "package": null, "version": null}], "sources": [], "metrics": [], "functions": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.linkedin.stg_linkedin_ads__campaign_history"]}, "compiled_path": "target/compiled/linkedin/models/staging/stg_linkedin.yml/not_null_stg_linkedin_ads__campaign_history_version_tag.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect version_tag\nfrom \"postgres\".\"public_linkedin_dev\".\"stg_linkedin_ads__campaign_history\"\nwhere version_tag is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "version_tag", "file_key_name": "models.stg_linkedin_ads__campaign_history", "attached_node": "model.linkedin.stg_linkedin_ads__campaign_history", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "version_tag", "model": "{{ get_where_subquery(ref('stg_linkedin_ads__campaign_history')) }}"}, "namespace": null}}, "test.linkedin.not_null_stg_linkedin_ads__campaign_group_history_campaign_group_id.3888f3777d": {"database": "postgres", "schema": "public_dbt_test__audit", "name": "not_null_stg_linkedin_ads__campaign_group_history_campaign_group_id", "resource_type": "test", "package_name": "linkedin", "path": "not_null_stg_linkedin_ads__cam_ff659fc451955e2142e65b7eefd44f9a.sql", "original_file_path": "models/staging/stg_linkedin.yml", "unique_id": "test.linkedin.not_null_stg_linkedin_ads__campaign_group_history_campaign_group_id.3888f3777d", "fqn": ["linkedin", "staging", "not_null_stg_linkedin_ads__campaign_group_history_campaign_group_id"], "alias": "not_null_stg_linkedin_ads__cam_ff659fc451955e2142e65b7eefd44f9a", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "not_null_stg_linkedin_ads__cam_ff659fc451955e2142e65b7eefd44f9a", "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, "unrendered_config": {"alias": "not_null_stg_linkedin_ads__cam_ff659fc451955e2142e65b7eefd44f9a"}, "created_at": 1768603593.4814239, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}{{ config(alias=\"not_null_stg_linkedin_ads__cam_ff659fc451955e2142e65b7eefd44f9a\") }}", "doc_blocks": [], "language": "sql", "refs": [{"name": "stg_linkedin_ads__campaign_group_history", "package": null, "version": null}], "sources": [], "metrics": [], "functions": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.linkedin.stg_linkedin_ads__campaign_group_history"]}, "compiled_path": "target/compiled/linkedin/models/staging/stg_linkedin.yml/not_null_stg_linkedin_ads__cam_ff659fc451955e2142e65b7eefd44f9a.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect campaign_group_id\nfrom \"postgres\".\"public_linkedin_dev\".\"stg_linkedin_ads__campaign_group_history\"\nwhere campaign_group_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "campaign_group_id", "file_key_name": "models.stg_linkedin_ads__campaign_group_history", "attached_node": "model.linkedin.stg_linkedin_ads__campaign_group_history", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "campaign_group_id", "model": "{{ get_where_subquery(ref('stg_linkedin_ads__campaign_group_history')) }}"}, "namespace": null}}, "test.linkedin.not_null_stg_linkedin_ads__campaign_group_history_last_modified_at.a716e2a7ea": {"database": "postgres", "schema": "public_dbt_test__audit", "name": "not_null_stg_linkedin_ads__campaign_group_history_last_modified_at", "resource_type": "test", "package_name": "linkedin", "path": "not_null_stg_linkedin_ads__cam_2e7858c2b570943ef2af34e42f5302bd.sql", "original_file_path": "models/staging/stg_linkedin.yml", "unique_id": "test.linkedin.not_null_stg_linkedin_ads__campaign_group_history_last_modified_at.a716e2a7ea", "fqn": ["linkedin", "staging", "not_null_stg_linkedin_ads__campaign_group_history_last_modified_at"], "alias": "not_null_stg_linkedin_ads__cam_2e7858c2b570943ef2af34e42f5302bd", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "not_null_stg_linkedin_ads__cam_2e7858c2b570943ef2af34e42f5302bd", "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, "unrendered_config": {"alias": "not_null_stg_linkedin_ads__cam_2e7858c2b570943ef2af34e42f5302bd"}, "created_at": 1768603593.4837983, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}{{ config(alias=\"not_null_stg_linkedin_ads__cam_2e7858c2b570943ef2af34e42f5302bd\") }}", "doc_blocks": [], "language": "sql", "refs": [{"name": "stg_linkedin_ads__campaign_group_history", "package": null, "version": null}], "sources": [], "metrics": [], "functions": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.linkedin.stg_linkedin_ads__campaign_group_history"]}, "compiled_path": "target/compiled/linkedin/models/staging/stg_linkedin.yml/not_null_stg_linkedin_ads__cam_2e7858c2b570943ef2af34e42f5302bd.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect last_modified_at\nfrom \"postgres\".\"public_linkedin_dev\".\"stg_linkedin_ads__campaign_group_history\"\nwhere last_modified_at is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "last_modified_at", "file_key_name": "models.stg_linkedin_ads__campaign_group_history", "attached_node": "model.linkedin.stg_linkedin_ads__campaign_group_history", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "last_modified_at", "model": "{{ get_where_subquery(ref('stg_linkedin_ads__campaign_group_history')) }}"}, "namespace": null}}, "test.linkedin.not_null_stg_linkedin_ads__account_history_account_id.a9fa7f93c0": {"database": "postgres", "schema": "public_dbt_test__audit", "name": "not_null_stg_linkedin_ads__account_history_account_id", "resource_type": "test", "package_name": "linkedin", "path": "not_null_stg_linkedin_ads__account_history_account_id.sql", "original_file_path": "models/staging/stg_linkedin.yml", "unique_id": "test.linkedin.not_null_stg_linkedin_ads__account_history_account_id.a9fa7f93c0", "fqn": ["linkedin", "staging", "not_null_stg_linkedin_ads__account_history_account_id"], "alias": "not_null_stg_linkedin_ads__account_history_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, "unrendered_config": {}, "created_at": 1768603593.4861684, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "doc_blocks": [], "language": "sql", "refs": [{"name": "stg_linkedin_ads__account_history", "package": null, "version": null}], "sources": [], "metrics": [], "functions": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.linkedin.stg_linkedin_ads__account_history"]}, "compiled_path": "target/compiled/linkedin/models/staging/stg_linkedin.yml/not_null_stg_linkedin_ads__account_history_account_id.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect account_id\nfrom \"postgres\".\"public_linkedin_dev\".\"stg_linkedin_ads__account_history\"\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_linkedin_ads__account_history", "attached_node": "model.linkedin.stg_linkedin_ads__account_history", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "account_id", "model": "{{ get_where_subquery(ref('stg_linkedin_ads__account_history')) }}"}, "namespace": null}}, "test.linkedin.not_null_stg_linkedin_ads__account_history_version_tag.58c46c5d81": {"database": "postgres", "schema": "public_dbt_test__audit", "name": "not_null_stg_linkedin_ads__account_history_version_tag", "resource_type": "test", "package_name": "linkedin", "path": "not_null_stg_linkedin_ads__account_history_version_tag.sql", "original_file_path": "models/staging/stg_linkedin.yml", "unique_id": "test.linkedin.not_null_stg_linkedin_ads__account_history_version_tag.58c46c5d81", "fqn": ["linkedin", "staging", "not_null_stg_linkedin_ads__account_history_version_tag"], "alias": "not_null_stg_linkedin_ads__account_history_version_tag", "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, "unrendered_config": {}, "created_at": 1768603593.4886222, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "doc_blocks": [], "language": "sql", "refs": [{"name": "stg_linkedin_ads__account_history", "package": null, "version": null}], "sources": [], "metrics": [], "functions": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.linkedin.stg_linkedin_ads__account_history"]}, "compiled_path": "target/compiled/linkedin/models/staging/stg_linkedin.yml/not_null_stg_linkedin_ads__account_history_version_tag.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect version_tag\nfrom \"postgres\".\"public_linkedin_dev\".\"stg_linkedin_ads__account_history\"\nwhere version_tag is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "version_tag", "file_key_name": "models.stg_linkedin_ads__account_history", "attached_node": "model.linkedin.stg_linkedin_ads__account_history", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "version_tag", "model": "{{ get_where_subquery(ref('stg_linkedin_ads__account_history')) }}"}, "namespace": null}}, "test.linkedin.not_null_stg_linkedin_ads__geo_geo_id.a9fc61210c": {"database": "postgres", "schema": "public_dbt_test__audit", "name": "not_null_stg_linkedin_ads__geo_geo_id", "resource_type": "test", "package_name": "linkedin", "path": "not_null_stg_linkedin_ads__geo_geo_id.sql", "original_file_path": "models/staging/stg_linkedin.yml", "unique_id": "test.linkedin.not_null_stg_linkedin_ads__geo_geo_id.a9fc61210c", "fqn": ["linkedin", "staging", "not_null_stg_linkedin_ads__geo_geo_id"], "alias": "not_null_stg_linkedin_ads__geo_geo_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, "unrendered_config": {}, "created_at": 1768603593.4910498, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "doc_blocks": [], "language": "sql", "refs": [{"name": "stg_linkedin_ads__geo", "package": null, "version": null}], "sources": [], "metrics": [], "functions": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.linkedin.stg_linkedin_ads__geo"]}, "compiled_path": "target/compiled/linkedin/models/staging/stg_linkedin.yml/not_null_stg_linkedin_ads__geo_geo_id.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect geo_id\nfrom \"postgres\".\"public_linkedin_dev\".\"stg_linkedin_ads__geo\"\nwhere geo_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "geo_id", "file_key_name": "models.stg_linkedin_ads__geo", "attached_node": "model.linkedin.stg_linkedin_ads__geo", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "geo_id", "model": "{{ get_where_subquery(ref('stg_linkedin_ads__geo')) }}"}, "namespace": null}}, "test.linkedin.not_null_stg_linkedin_ads__monthly_ad_analytics_by_country_date_month.553fe89e70": {"database": "postgres", "schema": "public_dbt_test__audit", "name": "not_null_stg_linkedin_ads__monthly_ad_analytics_by_country_date_month", "resource_type": "test", "package_name": "linkedin", "path": "not_null_stg_linkedin_ads__mon_02cf32e2b626ecead73883f0f8c85f37.sql", "original_file_path": "models/staging/stg_linkedin.yml", "unique_id": "test.linkedin.not_null_stg_linkedin_ads__monthly_ad_analytics_by_country_date_month.553fe89e70", "fqn": ["linkedin", "staging", "not_null_stg_linkedin_ads__monthly_ad_analytics_by_country_date_month"], "alias": "not_null_stg_linkedin_ads__mon_02cf32e2b626ecead73883f0f8c85f37", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "not_null_stg_linkedin_ads__mon_02cf32e2b626ecead73883f0f8c85f37", "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, "unrendered_config": {"alias": "not_null_stg_linkedin_ads__mon_02cf32e2b626ecead73883f0f8c85f37"}, "created_at": 1768603593.49344, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}{{ config(alias=\"not_null_stg_linkedin_ads__mon_02cf32e2b626ecead73883f0f8c85f37\") }}", "doc_blocks": [], "language": "sql", "refs": [{"name": "stg_linkedin_ads__monthly_ad_analytics_by_country", "package": null, "version": null}], "sources": [], "metrics": [], "functions": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.linkedin.stg_linkedin_ads__monthly_ad_analytics_by_country"]}, "compiled_path": "target/compiled/linkedin/models/staging/stg_linkedin.yml/not_null_stg_linkedin_ads__mon_02cf32e2b626ecead73883f0f8c85f37.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect date_month\nfrom \"postgres\".\"public_linkedin_dev\".\"stg_linkedin_ads__monthly_ad_analytics_by_country\"\nwhere date_month is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "date_month", "file_key_name": "models.stg_linkedin_ads__monthly_ad_analytics_by_country", "attached_node": "model.linkedin.stg_linkedin_ads__monthly_ad_analytics_by_country", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "date_month", "model": "{{ get_where_subquery(ref('stg_linkedin_ads__monthly_ad_analytics_by_country')) }}"}, "namespace": null}}, "test.linkedin.not_null_stg_linkedin_ads__monthly_ad_analytics_by_region_date_month.d065ed2b78": {"database": "postgres", "schema": "public_dbt_test__audit", "name": "not_null_stg_linkedin_ads__monthly_ad_analytics_by_region_date_month", "resource_type": "test", "package_name": "linkedin", "path": "not_null_stg_linkedin_ads__mon_57eb656cab457d14853c1e72854cab3d.sql", "original_file_path": "models/staging/stg_linkedin.yml", "unique_id": "test.linkedin.not_null_stg_linkedin_ads__monthly_ad_analytics_by_region_date_month.d065ed2b78", "fqn": ["linkedin", "staging", "not_null_stg_linkedin_ads__monthly_ad_analytics_by_region_date_month"], "alias": "not_null_stg_linkedin_ads__mon_57eb656cab457d14853c1e72854cab3d", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "not_null_stg_linkedin_ads__mon_57eb656cab457d14853c1e72854cab3d", "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, "unrendered_config": {"alias": "not_null_stg_linkedin_ads__mon_57eb656cab457d14853c1e72854cab3d"}, "created_at": 1768603593.495897, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}{{ config(alias=\"not_null_stg_linkedin_ads__mon_57eb656cab457d14853c1e72854cab3d\") }}", "doc_blocks": [], "language": "sql", "refs": [{"name": "stg_linkedin_ads__monthly_ad_analytics_by_region", "package": null, "version": null}], "sources": [], "metrics": [], "functions": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.linkedin.stg_linkedin_ads__monthly_ad_analytics_by_region"]}, "compiled_path": "target/compiled/linkedin/models/staging/stg_linkedin.yml/not_null_stg_linkedin_ads__mon_57eb656cab457d14853c1e72854cab3d.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect date_month\nfrom \"postgres\".\"public_linkedin_dev\".\"stg_linkedin_ads__monthly_ad_analytics_by_region\"\nwhere date_month is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "date_month", "file_key_name": "models.stg_linkedin_ads__monthly_ad_analytics_by_region", "attached_node": "model.linkedin.stg_linkedin_ads__monthly_ad_analytics_by_region", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "date_month", "model": "{{ get_where_subquery(ref('stg_linkedin_ads__monthly_ad_analytics_by_region')) }}"}, "namespace": null}}}, "sources": {"source.linkedin.linkedin_ads.ad_analytics_by_creative": {"database": "postgres", "schema": "linkedin_integration_tests_5", "name": "ad_analytics_by_creative", "resource_type": "source", "package_name": "linkedin", "path": "models/staging/src_linkedin.yml", "original_file_path": "models/staging/src_linkedin.yml", "unique_id": "source.linkedin.linkedin_ads.ad_analytics_by_creative", "fqn": ["linkedin", "staging", "linkedin_ads", "ad_analytics_by_creative"], "source_name": "linkedin_ads", "source_description": "", "loader": "fivetran", "identifier": "linkedin_ad_analytics_by_creative_data", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "loaded_at_query": null, "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "Each record in this table represents the daily performance of ads at the creative level.", "columns": {"creative_id": {"name": "creative_id", "description": "The ID of the related creative.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "day": {"name": "day", "description": "The day of the activity.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "clicks": {"name": "clicks", "description": "The count of chargeable clicks.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "impressions": {"name": "impressions", "description": "This is the count of \"impressions\" for Direct Ads and Sponsored Updates and \"sends\" for InMails.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "cost_in_local_currency": {"name": "cost_in_local_currency", "description": "The cost of the ads in the local currency.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "cost_in_usd": {"name": "cost_in_usd", "description": "The cost of the ads in the USD.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "conversion_value_in_local_currency": {"name": "conversion_value_in_local_currency", "description": "The value generated by your conversions, displayed in your LinkedIn account's local currency.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "external_website_conversions": {"name": "external_website_conversions", "description": "The actions taken on your website that you've defined as valuable to your business after clicking on LinkedIn ads.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "one_click_leads": {"name": "one_click_leads", "description": "Leads submitted after clicking on LinkedIn ads.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true, "event_time": null, "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "loaded_at_field": "_fivetran_synced", "loaded_at_query": null, "meta": {}, "tags": []}, "patch_path": null, "unrendered_config": {"loaded_at_field": "_fivetran_synced", "enabled": true, "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "loaded_at_query": null, "meta": {}, "tags": []}, "relation_name": "\"postgres\".\"linkedin_integration_tests_5\".\"linkedin_ad_analytics_by_creative_data\"", "created_at": 1768603593.6403801, "unrendered_database": "{% if target.type != 'spark'%}{{ var('linkedin_ads_database', target.database) }}{% endif %}", "unrendered_schema": "{{ var('linkedin_ads_schema', 'linkedin_ads') }}", "doc_blocks": []}, "source.linkedin.linkedin_ads.creative_history": {"database": "postgres", "schema": "linkedin_integration_tests_5", "name": "creative_history", "resource_type": "source", "package_name": "linkedin", "path": "models/staging/src_linkedin.yml", "original_file_path": "models/staging/src_linkedin.yml", "unique_id": "source.linkedin.linkedin_ads.creative_history", "fqn": ["linkedin", "staging", "linkedin_ads", "creative_history"], "source_name": "linkedin_ads", "source_description": "", "loader": "fivetran", "identifier": "linkedin_creative_history_data", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "loaded_at_query": null, "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "Each record represents a 'version' of a creative.", "columns": {"id": {"name": "id", "description": "Unique internal ID representing the creative.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "last_modified_time": {"name": "last_modified_time", "description": "The timestamp of when the version was updated (Linkedin Ads pre-January 2023 API Update).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "last_modified_at": {"name": "last_modified_at", "description": "The timestamp of when the version was updated (Linkedin Ads post-January 2023 API Update).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "created_time": {"name": "created_time", "description": "The timestamp of when the creative was created (Linkedin Ads pre-January 2023 API Update).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "created_at": {"name": "created_at", "description": "The timestamp of when the creative was created (Linkedin Ads post-January 2023 API Update).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "campaign_id": {"name": "campaign_id", "description": "The ID of the campaign the creative belongs to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "click_uri": {"name": "click_uri", "description": "Deprecated url field. Please refer to the text_ad_landing_page and spotlight_landing_page fields for relevant landing page information.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "text_ad_landing_page": {"name": "text_ad_landing_page", "description": "The URL where the member should be redirected to, on clicking the text ad.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "spotlight_landing_page": {"name": "spotlight_landing_page", "description": "The URL where the member should be redirected to, on clicking the spotlight ad.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "intended_status": {"name": "intended_status", "description": "ACTIVE - Creative creation is complete and creative is available for review and serve.\nPAUSED - Creative creation is complete and creative is current, but should temporarily not be served. This status is not valid upon creation.\nDRAFT - Creative creation is incomplete and may still be edited.\nARCHIVED - Creative creation is complete, but creative should not be served and should be separated from non-archived creatives in any UI.\nCANCELED - Creative is permanently canceled.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true, "event_time": null, "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "loaded_at_field": "_fivetran_synced", "loaded_at_query": null, "meta": {}, "tags": []}, "patch_path": null, "unrendered_config": {"loaded_at_field": "_fivetran_synced", "enabled": true, "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "loaded_at_query": null, "meta": {}, "tags": []}, "relation_name": "\"postgres\".\"linkedin_integration_tests_5\".\"linkedin_creative_history_data\"", "created_at": 1768603593.6424198, "unrendered_database": "{% if target.type != 'spark'%}{{ var('linkedin_ads_database', target.database) }}{% endif %}", "unrendered_schema": "{{ var('linkedin_ads_schema', 'linkedin_ads') }}", "doc_blocks": []}, "source.linkedin.linkedin_ads.campaign_history": {"database": "postgres", "schema": "linkedin_integration_tests_5", "name": "campaign_history", "resource_type": "source", "package_name": "linkedin", "path": "models/staging/src_linkedin.yml", "original_file_path": "models/staging/src_linkedin.yml", "unique_id": "source.linkedin.linkedin_ads.campaign_history", "fqn": ["linkedin", "staging", "linkedin_ads", "campaign_history"], "source_name": "linkedin_ads", "source_description": "", "loader": "fivetran", "identifier": "linkedin_campaign_history_data", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "loaded_at_query": null, "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "Each record represents a 'version' of a campaign.", "columns": {"id": {"name": "id", "description": "Unique internal ID representing the campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "last_modified_time": {"name": "last_modified_time", "description": "The timestamp of when the version was updated.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "account_id": {"name": "account_id", "description": "The ID of the account the campaign belongs to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "campaign_group_id": {"name": "campaign_group_id", "description": "The ID of the campaign group the campaign belongs to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "created_time": {"name": "created_time", "description": "The timestamp of when the campaign was created.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "name": {"name": "name", "description": "A label for the campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "version_tag": {"name": "version_tag", "description": "An integer representation of the version of the campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "audience_expansion_enabled": {"name": "audience_expansion_enabled", "description": "Boolean (default=false) representing whether Audience Expansion is enabled for the campaign provides query expansion for certain targeting criteria.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "cost_type": {"name": "cost_type", "description": "CPM - Cost per thousand advertising impressions. If type=SPONSORED_INMAILS; cost per send(CPS) is measured as CPM x 1000.\nCPC- Cost per individual click on the associated link.\nCPV- Cost per view for video ads.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "creative_selection": {"name": "creative_selection", "description": "ROUND_ROBIN - Rotate through available creatives to serve them as evenly as possible.\nOPTIMIZED (default) - Bias selection taking into account such as expected performance. Not available for Message and Conversation Ads (type=SPONSORED_INMAILS).\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "daily_budget_amount": {"name": "daily_budget_amount", "description": "Maximum amount to spend per day UTC. The amount of money as a real number string.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "daily_budget_currency_code": {"name": "daily_budget_currency_code", "description": "ISO currency code. The currency must match that of the parent account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "format": {"name": "format", "description": "The ad format on the campaign level. See https://docs.microsoft.com/en-us/linkedin/marketing/integrations/ads/campaign-formats?view=li-lms-2022-07", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "locale_country": {"name": "locale_country", "description": "Locale of the campaign. An uppercase two-letter country code as defined by ISO-3166.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "locale_language": {"name": "locale_language", "description": "Locale of the campaign. A lowercase two-letter language code as defined by ISO-639.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "objective_type": {"name": "objective_type", "description": "Campaign Objective type values. Click [here](https://docs.microsoft.com/en-us/linkedin/marketing/integrations/ads-reporting/ad-budget-pricing-type-combinations?view=li-lms-2022-07) for Campaign Objective descriptions. One of: - BRAND_AWARENESS - ENGAGEMENT - JOB_APPLICANTS - LEAD_GENERATION - WEBSITE_CONVERSIONS - WEBSITE_VISITS - VIDEO_VIEWS\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "offsite_delivery_enabled": {"name": "offsite_delivery_enabled", "description": "Boolean indicating if this campaign to allowed to be served on the LinkedIn Audience Network to extend the reach of your campaign by delivering ads beyond the  LinkedIn feed to members on third-party apps and sites.\t(default will be \"True\" from June 30, 2022)\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "optimization_target_type": {"name": "optimization_target_type", "description": "Determines how this campaign is optimized for spending. If this is not set, there is no optimization. Refer to the documentation here. Default = 'NONE'.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "run_schedule_start": {"name": "run_schedule_start", "description": "Scheduled date range to run associated creatives. The start date must be non-null. Represents the inclusive (greater than or equal to) value in which to start the range.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "run_schedule_end": {"name": "run_schedule_end", "description": "Scheduled date range to run associated creatives. The start date must be non-null. Represents the exclusive (strictly less than) value in which to end the range, if provided.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "status": {"name": "status", "description": "ACTIVE - Denotes that the campaign is fully servable.\nPAUSED - Denotes that the campaign meets all requirements to be served, but temporarily should not be.\nARCHIVED - Denotes that the campaign is presently inactive, and should mostly be hidden in the UI until un-archived.\nCOMPLETED - Denotes that the campaign has reached a specified budgetary or chronological limit.\nCANCELED - Denotes that the campaign has been permanently canceled, such as when an advertising account is permanently closed.\nDRAFT - Denotes that the campaign is still being edited and not eligible for serving. Some validation will be postponed until the campaign is activated.\nPENDING_DELETION - Denotes that the campaign has been requested to be deleted that is currently pending.\nREMOVED - Denotes that the campaign was deleted, but must remain fetchable due to the existence of performance data.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "type": {"name": "type", "description": "TEXT_AD - Text-based ads that show up in the right column or top of the page on LinkedIn.\nSPONSORED_UPDATES - Native ads that promote a company's content updates in the LinkedIn feed.\nSPONSORED_INMAILS - Personalized messages with a call-to-action button delivered to a LinkedIn's member inbox.\nDYNAMIC - Ads that are dynamically personalized.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "unit_cost_amount": {"name": "unit_cost_amount", "description": "This value is used as one of the following: amount to bid (for manual bidding), amount which is the target cost (for target cost bidding) per click,  impression, or other event depending on the pricing model, or cost cap (for cost cap bidding). The amount of money as a real number string.  The amount should be non-negative if the bidding strategy is manual, target cost, or cost cap bidding. The default is 0 with the currency code set to match that of the associated account.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "unit_cost_currency_code": {"name": "unit_cost_currency_code", "description": "Amount to bid per click, impression, or other event depending on the pricing model. The default is 0 with the currency code set to match that of the associated account.  ISO currency code.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true, "event_time": null, "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "loaded_at_field": "_fivetran_synced", "loaded_at_query": null, "meta": {}, "tags": []}, "patch_path": null, "unrendered_config": {"loaded_at_field": "_fivetran_synced", "enabled": true, "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "loaded_at_query": null, "meta": {}, "tags": []}, "relation_name": "\"postgres\".\"linkedin_integration_tests_5\".\"linkedin_campaign_history_data\"", "created_at": 1768603593.6432753, "unrendered_database": "{% if target.type != 'spark'%}{{ var('linkedin_ads_database', target.database) }}{% endif %}", "unrendered_schema": "{{ var('linkedin_ads_schema', 'linkedin_ads') }}", "doc_blocks": []}, "source.linkedin.linkedin_ads.campaign_group_history": {"database": "postgres", "schema": "linkedin_integration_tests_5", "name": "campaign_group_history", "resource_type": "source", "package_name": "linkedin", "path": "models/staging/src_linkedin.yml", "original_file_path": "models/staging/src_linkedin.yml", "unique_id": "source.linkedin.linkedin_ads.campaign_group_history", "fqn": ["linkedin", "staging", "linkedin_ads", "campaign_group_history"], "source_name": "linkedin_ads", "source_description": "", "loader": "fivetran", "identifier": "linkedin_campaign_group_history_data", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "loaded_at_query": null, "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "Each record represents a 'version' of a campaign group.", "columns": {"id": {"name": "id", "description": "Unique internal ID representing the campaign group.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "last_modified_time": {"name": "last_modified_time", "description": "The timestamp of when the version was updated.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "account_id": {"name": "account_id", "description": "The ID of the account the campaign group belongs to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "created_time": {"name": "created_time", "description": "The timestamp of when the campaign group was created.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "name": {"name": "name", "description": "A label for the campaign group.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "backfilled": {"name": "backfilled", "description": "Flag that denotes whether the campaign group was created organically or to backfill existing campaigns. This is a read-only field set by the system. Default = false", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "run_schedule_start": {"name": "run_schedule_start", "description": "Represents the inclusive (greater than or equal to) date when to start running the associated campaigns under this campaign group. This field is required.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "run_schedule_end": {"name": "run_schedule_end", "description": "Represents the exclusive (strictly less than) date when to stop running the associated campaigns under this campaign group. If this field is unset, it indicates an open range with no end date.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "status": {"name": "status", "description": "Status of campaign group. Possible values are: ACTIVE - Denotes that the campaign group is capable of serving ads, subject to run date and budget limitations (as well as any other limitations at the account or campaign level). ARCHIVED - Denotes that the campaign group is presently inactive, and should mostly be hidden in the UI until un-archived. CANCELLED - Denotes that the campaign group has been permanently canceled and cannot be reactivated. Not a settable status. DRAFT - Denotes that the campaign group is in a preliminary state and should temporarily not be served. PAUSED - Denotes that the campaign group meets all requirements to be served, but temporarily should not be. PENDING_DELETION - Denotes that the campaign group has been requested to be deleted that is currently pending. REMOVED - Denoted that the campaign group was deleted, but must remain fetchable due to the existence of performance data.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true, "event_time": null, "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "loaded_at_field": "_fivetran_synced", "loaded_at_query": null, "meta": {}, "tags": []}, "patch_path": null, "unrendered_config": {"loaded_at_field": "_fivetran_synced", "enabled": true, "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "loaded_at_query": null, "meta": {}, "tags": []}, "relation_name": "\"postgres\".\"linkedin_integration_tests_5\".\"linkedin_campaign_group_history_data\"", "created_at": 1768603593.6439188, "unrendered_database": "{% if target.type != 'spark'%}{{ var('linkedin_ads_database', target.database) }}{% endif %}", "unrendered_schema": "{{ var('linkedin_ads_schema', 'linkedin_ads') }}", "doc_blocks": []}, "source.linkedin.linkedin_ads.account_history": {"database": "postgres", "schema": "linkedin_integration_tests_5", "name": "account_history", "resource_type": "source", "package_name": "linkedin", "path": "models/staging/src_linkedin.yml", "original_file_path": "models/staging/src_linkedin.yml", "unique_id": "source.linkedin.linkedin_ads.account_history", "fqn": ["linkedin", "staging", "linkedin_ads", "account_history"], "source_name": "linkedin_ads", "source_description": "", "loader": "fivetran", "identifier": "linkedin_account_history_data", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "loaded_at_query": null, "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "Each record represents a 'version' of an account.", "columns": {"id": {"name": "id", "description": "Unique internal ID representing the account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "last_modified_time": {"name": "last_modified_time", "description": "The timestamp of when the version was updated.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "created_time": {"name": "created_time", "description": "The timestamp of when the account was created.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "name": {"name": "name", "description": "A label for the account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "currency": {"name": "currency", "description": "The ISO 4217 currency code of the account, such as 'USD' for United States Dollar (default).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "version_tag": {"name": "version_tag", "description": "An integer representation of the version of the account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "notified_on_campaign_optimization": {"name": "notified_on_campaign_optimization", "description": "Boolean (default=false) indicating if the campaign contact is notified about campaign optimization opportunities", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "notified_on_creative_approval": {"name": "notified_on_creative_approval", "description": "Boolean (default=false) indicating if the creative contact is notified when a creative has been reviewed and approved", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "notified_on_creative_rejection": {"name": "notified_on_creative_rejection", "description": "Boolean (default=false) indicating if the creative contact is notified when a creative has been rejected due to content", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "notified_on_end_of_campaign": {"name": "notified_on_end_of_campaign", "description": "Boolean (default=false) indicating if the campaign contact is notified when an associated campaign has been completed", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "status": {"name": "status", "description": "ACTIVE - Account is active; this is the default state\nCANCELLED - Account has been permanently cancelled\nDRAFT - Account is in draft status, meaning it's not yet fully set up and it is not serving\nPENDING_DELETION - Denotes that the account has been requested to be deleted that is currently pending\nREMOVED - Denotes that the account was deleted, but must remain fetchable due to the existence of performance data.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "type": {"name": "type", "description": "BUSINESS - This is the only value allowed when creating accounts through the API.\nENTERPRISE - This value cannot be used to create accounts through the API and is reserved for accounts created by LinkedIn's internal ad operations systems.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true, "event_time": null, "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "loaded_at_field": "_fivetran_synced", "loaded_at_query": null, "meta": {}, "tags": []}, "patch_path": null, "unrendered_config": {"loaded_at_field": "_fivetran_synced", "enabled": true, "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "loaded_at_query": null, "meta": {}, "tags": []}, "relation_name": "\"postgres\".\"linkedin_integration_tests_5\".\"linkedin_account_history_data\"", "created_at": 1768603593.644571, "unrendered_database": "{% if target.type != 'spark'%}{{ var('linkedin_ads_database', target.database) }}{% endif %}", "unrendered_schema": "{{ var('linkedin_ads_schema', 'linkedin_ads') }}", "doc_blocks": []}, "source.linkedin.linkedin_ads.ad_analytics_by_campaign": {"database": "postgres", "schema": "linkedin_integration_tests_5", "name": "ad_analytics_by_campaign", "resource_type": "source", "package_name": "linkedin", "path": "models/staging/src_linkedin.yml", "original_file_path": "models/staging/src_linkedin.yml", "unique_id": "source.linkedin.linkedin_ads.ad_analytics_by_campaign", "fqn": ["linkedin", "staging", "linkedin_ads", "ad_analytics_by_campaign"], "source_name": "linkedin_ads", "source_description": "", "loader": "fivetran", "identifier": "linkedin_ad_analytics_by_campaign_data", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "loaded_at_query": null, "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "Each record in this table represents the daily performance of ads at the campaign level.", "columns": {"campaign_id": {"name": "campaign_id", "description": "The ID of the related campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "day": {"name": "day", "description": "The day of the activity.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "clicks": {"name": "clicks", "description": "The count of chargeable clicks.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "impressions": {"name": "impressions", "description": "This is the count of \"impressions\" for Direct Ads and Sponsored Updates and \"sends\" for InMails.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "cost_in_local_currency": {"name": "cost_in_local_currency", "description": "The cost of the ads in the local currency.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "cost_in_usd": {"name": "cost_in_usd", "description": "The cost of the ads in the USD.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "conversion_value_in_local_currency": {"name": "conversion_value_in_local_currency", "description": "The value generated by your conversions, displayed in your LinkedIn account's local currency.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "external_website_conversions": {"name": "external_website_conversions", "description": "The actions taken on your website that you've defined as valuable to your business after clicking on LinkedIn ads.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "one_click_leads": {"name": "one_click_leads", "description": "Leads submitted after clicking on LinkedIn ads.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true, "event_time": null, "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "loaded_at_field": "_fivetran_synced", "loaded_at_query": null, "meta": {}, "tags": []}, "patch_path": null, "unrendered_config": {"loaded_at_field": "_fivetran_synced", "enabled": true, "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "loaded_at_query": null, "meta": {}, "tags": []}, "relation_name": "\"postgres\".\"linkedin_integration_tests_5\".\"linkedin_ad_analytics_by_campaign_data\"", "created_at": 1768603593.6452184, "unrendered_database": "{% if target.type != 'spark'%}{{ var('linkedin_ads_database', target.database) }}{% endif %}", "unrendered_schema": "{{ var('linkedin_ads_schema', 'linkedin_ads') }}", "doc_blocks": []}, "source.linkedin.linkedin_ads.geo": {"database": "postgres", "schema": "linkedin_integration_tests_5", "name": "geo", "resource_type": "source", "package_name": "linkedin", "path": "models/staging/src_linkedin.yml", "original_file_path": "models/staging/src_linkedin.yml", "unique_id": "source.linkedin.linkedin_ads.geo", "fqn": ["linkedin", "staging", "linkedin_ads", "geo"], "source_name": "linkedin_ads", "source_description": "", "loader": "fivetran", "identifier": "linkedin_geo_data", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "loaded_at_query": null, "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "Contains geographic data for LinkedIn Ads, including IDs and names of locations.", "columns": {"id": {"name": "id", "description": "Unique identifier for the geographic entity, used for joins in reporting tables.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "value": {"name": "value", "description": "Name of the geographic entity.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true, "event_time": null, "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "loaded_at_field": "_fivetran_synced", "loaded_at_query": null, "meta": {}, "tags": []}, "patch_path": null, "unrendered_config": {"loaded_at_field": "_fivetran_synced", "enabled": true, "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "loaded_at_query": null, "meta": {}, "tags": []}, "relation_name": "\"postgres\".\"linkedin_integration_tests_5\".\"linkedin_geo_data\"", "created_at": 1768603593.645802, "unrendered_database": "{% if target.type != 'spark'%}{{ var('linkedin_ads_database', target.database) }}{% endif %}", "unrendered_schema": "{{ var('linkedin_ads_schema', 'linkedin_ads') }}", "doc_blocks": []}, "source.linkedin.linkedin_ads.monthly_ad_analytics_by_member_country": {"database": "postgres", "schema": "linkedin_integration_tests_5", "name": "monthly_ad_analytics_by_member_country", "resource_type": "source", "package_name": "linkedin", "path": "models/staging/src_linkedin.yml", "original_file_path": "models/staging/src_linkedin.yml", "unique_id": "source.linkedin.linkedin_ads.monthly_ad_analytics_by_member_country", "fqn": ["linkedin", "staging", "linkedin_ads", "monthly_ad_analytics_by_member_country"], "source_name": "linkedin_ads", "source_description": "", "loader": "fivetran", "identifier": "linkedin_monthly_ad_analytics_by_member_country_data", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "loaded_at_query": null, "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "Monthly LinkedIn Ads performance metrics aggregated by member country and campaign.", "columns": {"campaign_id": {"name": "campaign_id", "description": "Identifier of the LinkedIn Ads campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "month": {"name": "month", "description": "Month of the reporting data, aliased as `date_month`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "clicks": {"name": "clicks", "description": "The count of chargeable clicks.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "member_country": {"name": "member_country", "description": "ID representing the country of the LinkedIn members who interacted with the ad.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "impressions": {"name": "impressions", "description": "This is the count of \"impressions\" for Direct Ads and Sponsored Updates and \"sends\" for InMails.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "conversion_value_in_local_currency": {"name": "conversion_value_in_local_currency", "description": "The value generated by your conversions, displayed in your LinkedIn account's local currency.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "cost_in_local_currency": {"name": "cost_in_local_currency", "description": "The cost of the ads in the local currency.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "cost_in_usd": {"name": "cost_in_usd", "description": "The cost of the ads in the USD.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "external_website_conversions": {"name": "external_website_conversions", "description": "The actions taken on your website that you've defined as valuable to your business after clicking on LinkedIn ads.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "one_click_leads": {"name": "one_click_leads", "description": "Leads submitted after clicking on LinkedIn ads.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true, "event_time": null, "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "loaded_at_field": "_fivetran_synced", "loaded_at_query": null, "meta": {}, "tags": []}, "patch_path": null, "unrendered_config": {"loaded_at_field": "_fivetran_synced", "enabled": true, "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "loaded_at_query": null, "meta": {}, "tags": []}, "relation_name": "\"postgres\".\"linkedin_integration_tests_5\".\"linkedin_monthly_ad_analytics_by_member_country_data\"", "created_at": 1768603593.6464334, "unrendered_database": "{% if target.type != 'spark'%}{{ var('linkedin_ads_database', target.database) }}{% endif %}", "unrendered_schema": "{{ var('linkedin_ads_schema', 'linkedin_ads') }}", "doc_blocks": []}, "source.linkedin.linkedin_ads.monthly_ad_analytics_by_member_region": {"database": "postgres", "schema": "linkedin_integration_tests_5", "name": "monthly_ad_analytics_by_member_region", "resource_type": "source", "package_name": "linkedin", "path": "models/staging/src_linkedin.yml", "original_file_path": "models/staging/src_linkedin.yml", "unique_id": "source.linkedin.linkedin_ads.monthly_ad_analytics_by_member_region", "fqn": ["linkedin", "staging", "linkedin_ads", "monthly_ad_analytics_by_member_region"], "source_name": "linkedin_ads", "source_description": "", "loader": "fivetran", "identifier": "linkedin_monthly_ad_analytics_by_member_region_data", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "loaded_at_query": null, "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "Monthly LinkedIn Ads performance metrics aggregated by member region and campaign.", "columns": {"campaign_id": {"name": "campaign_id", "description": "Identifier of the LinkedIn Ads campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "month": {"name": "month", "description": "Month of the reporting data, aliased as `date_month`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "clicks": {"name": "clicks", "description": "The count of chargeable clicks.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "member_region": {"name": "member_region", "description": "ID representing the region of the LinkedIn members who interacted with the ad.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "impressions": {"name": "impressions", "description": "This is the count of \"impressions\" for Direct Ads and Sponsored Updates and \"sends\" for InMails.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "conversion_value_in_local_currency": {"name": "conversion_value_in_local_currency", "description": "The value generated by your conversions, displayed in your LinkedIn account's local currency.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "cost_in_local_currency": {"name": "cost_in_local_currency", "description": "The cost of the ads in the local currency.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "cost_in_usd": {"name": "cost_in_usd", "description": "The cost of the ads in the USD.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "external_website_conversions": {"name": "external_website_conversions", "description": "The actions taken on your website that you've defined as valuable to your business after clicking on LinkedIn ads.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "one_click_leads": {"name": "one_click_leads", "description": "Leads submitted after clicking on LinkedIn ads.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true, "event_time": null, "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "loaded_at_field": "_fivetran_synced", "loaded_at_query": null, "meta": {}, "tags": []}, "patch_path": null, "unrendered_config": {"loaded_at_field": "_fivetran_synced", "enabled": true, "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "loaded_at_query": null, "meta": {}, "tags": []}, "relation_name": "\"postgres\".\"linkedin_integration_tests_5\".\"linkedin_monthly_ad_analytics_by_member_region_data\"", "created_at": 1768603593.6470978, "unrendered_database": "{% if target.type != 'spark'%}{{ var('linkedin_ads_database', target.database) }}{% endif %}", "unrendered_schema": "{{ var('linkedin_ads_schema', 'linkedin_ads') }}", "doc_blocks": []}}, "macros": {"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": 1768603590.7578132, "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": 1768603590.7585561, "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": 1768603590.7630157, "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": 1768603590.7640119, "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": 1768603590.7646585, "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": 1768603590.765307, "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": 1768603590.7662444, "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": 1768603590.7671075, "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": 1768603590.7674527, "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": 1768603590.7681437, "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": 1768603590.7688918, "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": 1768603590.7705116, "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": 1768603590.7708905, "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": 1768603590.771523, "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": 1768603590.772071, "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": 1768603590.7729082, "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  {% if relation.type == 'materialized_view' -%}\n    {% set relation_type = \"materialized view\" %}\n  {%- else -%}\n    {%- set relation_type = relation.type -%}\n  {%- endif -%}\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": 1768603590.7736669, "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": 1768603590.7748268, "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": 1768603590.7752364, "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": 1768603590.775468, "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": 1768603590.775801, "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": 1768603590.7761006, "supported_languages": null}, "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": 1768603590.7765157, "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": 1768603590.7768712, "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": 1768603590.777098, "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": 1768603590.7774436, "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": 1768603590.7776792, "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    select distinct\n        dependent_namespace.nspname as dependent_schema,\n        dependent_class.relname as dependent_name,\n        referenced_namespace.nspname as referenced_schema,\n        referenced_class.relname as referenced_name\n\n    -- Query for views: views are entries in pg_class with an entry in pg_rewrite, but we avoid\n    -- a seq scan on pg_rewrite by leveraging the fact there is an \"internal\" row in pg_depend for\n    -- the view...\n    from pg_class as dependent_class\n    join pg_namespace as dependent_namespace on dependent_namespace.oid = dependent_class.relnamespace\n    join pg_depend as dependent_depend on dependent_depend.refobjid = dependent_class.oid\n        and dependent_depend.classid = 'pg_rewrite'::regclass\n        and dependent_depend.refclassid = 'pg_class'::regclass\n        and dependent_depend.deptype = 'i'\n\n    -- ... and via pg_depend (that has a row per column, hence the need for \"distinct\" above, and\n    -- making sure to exclude the internal row to avoid a view appearing to depend on itself)...\n    join pg_depend as joining_depend on joining_depend.objid = dependent_depend.objid\n        and joining_depend.classid = 'pg_rewrite'::regclass\n        and joining_depend.refclassid = 'pg_class'::regclass\n        and joining_depend.refobjid != dependent_depend.refobjid\n\n    -- ... we can find the tables they query from in pg_class, but excluding system tables. Note we\n    -- don't need need to exclude _dependent_ system tables, because they only query from other\n    -- system tables, and so are automatically excluded by excluding _referenced_ system tables\n    join pg_class as referenced_class on referenced_class.oid = joining_depend.refobjid\n    join pg_namespace as referenced_namespace on referenced_namespace.oid = referenced_class.relnamespace\n        and referenced_namespace.nspname != 'information_schema'\n        and referenced_namespace.nspname not like 'pg\\_%'\n\n    order by\n        dependent_schema, dependent_name, referenced_schema, referenced_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": 1768603590.7786205, "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": 1768603590.7788744, "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    {%- set columns = config.get(\"snapshot_table_column_names\") or get_snapshot_table_column_names() -%}\n\n    update {{ target }}\n    set {{ columns.dbt_valid_to }} = DBT_INTERNAL_SOURCE.{{ columns.dbt_valid_to }}\n    from {{ source }} as DBT_INTERNAL_SOURCE\n    where DBT_INTERNAL_SOURCE.{{ columns.dbt_scd_id }}::text = {{ target }}.{{ columns.dbt_scd_id }}::text\n      and DBT_INTERNAL_SOURCE.dbt_change_type::text in ('update'::text, 'delete'::text)\n      {% if config.get(\"dbt_valid_to_current\") %}\n        and ({{ target }}.{{ columns.dbt_valid_to }} = {{ config.get('dbt_valid_to_current') }} or {{ target }}.{{ columns.dbt_valid_to }} is null);\n      {% else %}\n        and {{ target }}.{{ columns.dbt_valid_to }} is null;\n      {% endif %}\n\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": ["macro.dbt.get_snapshot_table_column_names"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1768603590.78109, "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": 1768603590.7819412, "supported_languages": null}, "macro.dbt_postgres.postgres__get_incremental_microbatch_sql": {"name": "postgres__get_incremental_microbatch_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_microbatch_sql", "macro_sql": "{% macro postgres__get_incremental_microbatch_sql(arg_dict) %}\n\n  {% if arg_dict[\"unique_key\"] %}\n    {% do return(adapter.dispatch('get_incremental_merge_sql', 'dbt')(arg_dict)) %}\n  {% else %}\n    {{ exceptions.raise_compiler_error(\"dbt-postgres 'microbatch' requires a `unique_key` config\") }}\n  {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_incremental_merge_sql", "macro.dbt.default__get_incremental_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1768603590.7825973, "supported_languages": null}, "macro.dbt_postgres.postgres__formatted_scalar_function_args_sql": {"name": "postgres__formatted_scalar_function_args_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/materializations/functions/scalar.sql", "original_file_path": "macros/materializations/functions/scalar.sql", "unique_id": "macro.dbt_postgres.postgres__formatted_scalar_function_args_sql", "macro_sql": "{% macro postgres__formatted_scalar_function_args_sql() %}\n    {% set args = [] %}\n    {% for arg in model.arguments -%}\n        {% set default_value = arg.get('default_value', none) %}\n        {% if default_value != none %}\n            {%- do args.append(arg.name ~ ' ' ~ arg.data_type ~ ' DEFAULT ' ~ default_value) -%}\n        {% else %}\n            {%- do args.append(arg.name ~ ' ' ~ arg.data_type) -%}\n        {% endif %}\n    {%- endfor %}\n    {{ args | join(', ') }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1768603590.7839582, "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": 1768603590.7848978, "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": 1768603590.7856922, "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": 1768603590.7898936, "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": 1768603590.790363, "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": 1768603590.7913969, "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": 1768603590.7916913, "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) -}}{{ ';' if not loop.last else \"\" }}\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": 1768603590.7925277, "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": 1768603590.7928836, "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": 1768603590.7934806, "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": 1768603590.7945442, "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\t{{ ';' if not loop.last else \"\" }}\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": 1768603590.7955794, "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.model) %}\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": 1768603590.796167, "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": 1768603590.7964513, "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": 1768603590.796722, "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": 1768603590.7977533, "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": 1768603590.7981145, "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": 1768603590.7983851, "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": 1768603590.7995894, "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": 1768603590.7999306, "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": 1768603590.8002183, "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": 1768603590.8015537, "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": 1768603590.8019543, "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\n        {#\n            We want to get the string of the returned relation by calling .render() in order to skip sample/empty\n            mode rendering logic. However, people override the default ref macro, and often return a string instead\n            of a relation (like the ref macro does by default). Thus, to make sure we dont blow things up, we have\n            to ensure the resolved relation has a .render() method.\n        #}\n        {%- if resolved.render is defined and resolved.render is callable -%}\n            {%- set resolved = resolved.render() -%}\n        {%- endif -%}\n\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": 1768603590.803786, "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": 1768603590.8045993, "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": 1768603590.8057356, "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": 1768603590.806666, "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": 1768603590.806819, "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": 1768603590.8085105, "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": 1768603590.8089025, "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": 1768603590.809206, "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": 1768603590.8094907, "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": 1768603590.8097744, "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": 1768603590.8103561, "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": 1768603590.8109457, "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": 1768603590.8115494, "supported_languages": null}, "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  {% do create_indexes(intermediate_relation) %}\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  {{ 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": 1768603590.8157873, "supported_languages": ["sql"]}, "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": 1768603590.819916, "supported_languages": ["sql"]}, "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": 1768603590.8229458, "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": 1768603590.8237114, "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": 1768603590.8242133, "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.render() ~ \"`\") }}\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.render() ~ \"`\") }}\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": 1768603590.8267686, "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": 1768603590.8272297, "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": 1768603590.828555, "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": 1768603590.8296747, "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": 1768603590.8317075, "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 source_unique_key = (\"DBT_INTERNAL_SOURCE.\" ~ unique_key) | trim %}\n\t    {% set target_unique_key = (\"DBT_INTERNAL_DEST.\" ~ unique_key) | trim %}\n\t    {% set unique_key_match = equals(source_unique_key, target_unique_key) | trim %}\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", "macro.dbt.equals"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1768603590.8352332, "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": 1768603590.835757, "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 string %}\n        {% set unique_key = [unique_key] %}\n        {% endif %}\n\n        {%- set unique_key_str = unique_key|join(', ') -%}\n\n        delete from {{ target }} as DBT_INTERNAL_DEST\n        where ({{ unique_key_str }}) in (\n            select distinct {{ unique_key_str }}\n            from {{ source }} as DBT_INTERNAL_SOURCE\n        )\n        {%- if incremental_predicates %}\n            {% for predicate in incremental_predicates %}\n                and {{ predicate }}\n            {% endfor %}\n        {%- endif -%};\n\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": 1768603590.8371897, "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": 1768603590.837702, "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": 1768603590.8389602, "supported_languages": null}, "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": 1768603590.8405957, "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": 1768603590.8416862, "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  {{ return(adapter.dispatch('diff_column_data_types', 'dbt')(source_columns, target_columns)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__diff_column_data_types"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1768603590.8421166, "supported_languages": null}, "macro.dbt.default__diff_column_data_types": {"name": "default__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.default__diff_column_data_types", "macro_sql": "{% macro default__diff_column_data_types(source_columns, target_columns) %}\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.expanded_data_type != tc.expanded_data_type and not sc.can_expand_to(other_column=tc) %}\n        {{ result.append( { 'column_name': tc.name, 'new_type': sc.expanded_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": 1768603590.8433833, "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": 1768603590.843835, "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": 1768603590.8452544, "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": 1768603590.846487, "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": 1768603590.8469403, "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": 1768603590.8473165, "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": 1768603590.8478785, "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": 1768603590.8482528, "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": 1768603590.848819, "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": 1768603590.849204, "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": 1768603590.8498569, "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": 1768603590.850249, "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": 1768603590.8505523, "supported_languages": null}, "macro.dbt.get_incremental_microbatch_sql": {"name": "get_incremental_microbatch_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_microbatch_sql", "macro_sql": "{% macro get_incremental_microbatch_sql(arg_dict) %}\n\n  {{ return(adapter.dispatch('get_incremental_microbatch_sql', 'dbt')(arg_dict)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_incremental_microbatch_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1768603590.8510418, "supported_languages": null}, "macro.dbt.default__get_incremental_microbatch_sql": {"name": "default__get_incremental_microbatch_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_microbatch_sql", "macro_sql": "{% macro default__get_incremental_microbatch_sql(arg_dict) %}\n\n  {{ exceptions.raise_not_implemented('microbatch materialization strategy 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": 1768603590.8513644, "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": 1768603590.8519087, "supported_languages": null}, "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": 1768603590.8543608, "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  {{ return(adapter.dispatch('check_for_schema_changes', 'dbt')(source_relation, target_relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__check_for_schema_changes"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1768603590.85477, "supported_languages": null}, "macro.dbt.default__check_for_schema_changes": {"name": "default__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.default__check_for_schema_changes", "macro_sql": "{% macro default__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": 1768603590.8571458, "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  {{ return(adapter.dispatch('sync_column_schemas', 'dbt')(on_schema_change, target_relation, schema_changes_dict)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__sync_column_schemas"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1768603590.857608, "supported_languages": null}, "macro.dbt.default__sync_column_schemas": {"name": "default__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.default__sync_column_schemas", "macro_sql": "{% macro default__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  {%- 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 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\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": 1768603590.859919, "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  {{ return(adapter.dispatch('process_schema_changes', 'dbt')(on_schema_change, source_relation, target_relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__process_schema_changes"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1768603590.8603928, "supported_languages": null}, "macro.dbt.default__process_schema_changes": {"name": "default__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.default__process_schema_changes", "macro_sql": "{% macro default__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": 1768603590.8620243, "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  {% set incremental_strategy = config.get('incremental_strategy') or 'default' %}\n  {% set strategy_sql_macro_func = adapter.get_incremental_strategy_macro(context, incremental_strategy) %}\n\n  {% if existing_relation is none %}\n      {% set build_sql = get_create_table_as_sql(False, target_relation, sql) %}\n      {% set relation_for_indexes = target_relation %}\n  {% elif full_refresh_mode %}\n      {% set build_sql = get_create_table_as_sql(False, intermediate_relation, sql) %}\n      {% set relation_for_indexes = intermediate_relation %}\n      {% set need_swap = true %}\n  {% else %}\n    {% do run_query(get_create_table_as_sql(True, temp_relation, sql)) %}\n    {% set relation_for_indexes = temp_relation %}\n    {% set contract_config = config.get('contract') %}\n    {% if not contract_config or not contract_config.enforced %}\n      {% do adapter.expand_target_column_types(\n               from_relation=temp_relation,\n               to_relation=target_relation) %}\n    {% endif %}\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_predicates = config.get('predicates', none) or config.get('incremental_predicates', none) %}\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 existing_relation is none or existing_relation.is_view or should_full_refresh() %}\n    {% do create_indexes(relation_for_indexes) %}\n  {% endif %}\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  {{ 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.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": 1768603590.8703568, "supported_languages": ["sql"]}, "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": 1768603590.8709555, "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.render() }} clone {{ defer_relation.render() }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1768603590.871311, "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.render() ~ \" 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      {% if target_relation.database == defer_relation.database and\n            target_relation.schema == defer_relation.schema and\n            target_relation.identifier == defer_relation.identifier %}\n        {{ log(\"Target relation and defer relation are the same, skipping clone for relation: \" ~ target_relation.render()) }}\n      {% else %}\n        {% call statement('main') %}\n            {{ create_or_replace_clone(target_relation, defer_relation) }}\n        {% endcall %}\n      {% endif %}\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": 1768603590.8761344, "supported_languages": ["sql"]}, "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": 1768603590.876625, "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": 1768603590.8768597, "supported_languages": null}, "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": 1768603590.8786333, "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": 1768603590.880405, "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": 1768603590.880852, "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.render() %}\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": 1768603590.8818235, "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": 1768603590.882225, "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": 1768603590.8824918, "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": 1768603590.882773, "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": 1768603590.8830266, "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": 1768603590.883347, "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": 1768603590.8835752, "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": 1768603590.8845174, "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": 1768603590.8850107, "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": 1768603590.8874242, "supported_languages": null}, "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.render())) }}\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": 1768603590.892365, "supported_languages": ["sql"]}, "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\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  {# The model['config'] parameter below is no longer used, but passing anyway for compatibility #}\n  {# It was a dictionary of config, instead of the config object from the context #}\n  {% set strategy = strategy_macro(model, \"snapshotted_data\", \"source_data\", model['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 build_or_select_sql = build_sql %}\n      {% set final_sql = create_table_as(False, target_relation, build_sql) %}\n\n  {% else %}\n\n      {% set columns = config.get(\"snapshot_table_column_names\") or get_snapshot_table_column_names() %}\n\n      {{ adapter.assert_valid_snapshot_target_given_strategy(target_relation, columns, strategy) }}\n\n      {% set build_or_select_sql = snapshot_staging_table(strategy, sql, target_relation) %}\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 remove_columns = ['dbt_change_type', 'DBT_CHANGE_TYPE', 'dbt_unique_key', 'DBT_UNIQUE_KEY'] %}\n      {% if unique_key | is_list %}\n          {% for key in strategy.unique_key %}\n              {{ remove_columns.append('dbt_unique_key_' + loop.index|string) }}\n              {{ remove_columns.append('DBT_UNIQUE_KEY_' + loop.index|string) }}\n          {% endfor %}\n      {% endif %}\n\n      {% set missing_columns = adapter.get_missing_columns(staging_table, target_relation)\n                                   | rejectattr('name', 'in', remove_columns)\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', 'in', remove_columns)\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\n  {{ check_time_data_types(build_or_select_sql) }}\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.get_snapshot_table_column_names", "macro.dbt.snapshot_staging_table", "macro.dbt.build_snapshot_staging_table", "macro.dbt.create_columns", "macro.dbt.snapshot_merge_sql", "macro.dbt.check_time_data_types", "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": 1768603590.900316, "supported_languages": ["sql"]}, "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": 1768603590.904387, "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.render() }} add column {{ adapter.quote(column.name) }} {{ column.expanded_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": 1768603590.9050465, "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": 1768603590.9053822, "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": 1768603590.9055655, "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": 1768603590.905852, "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": 1768603590.9061015, "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": 1768603590.9065113, "supported_languages": null}, "macro.dbt.get_snapshot_table_column_names": {"name": "get_snapshot_table_column_names", "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_snapshot_table_column_names", "macro_sql": "{% macro get_snapshot_table_column_names() %}\n    {{ return({'dbt_valid_to': 'dbt_valid_to', 'dbt_valid_from': 'dbt_valid_from', 'dbt_scd_id': 'dbt_scd_id', 'dbt_updated_at': 'dbt_updated_at', 'dbt_is_deleted': 'dbt_is_deleted'}) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1768603590.907003, "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    {% set columns = config.get('snapshot_table_column_names') or get_snapshot_table_column_names() %}\n    {% if strategy.hard_deletes == 'new_record' %}\n        {% set new_scd_id = snapshot_hash_arguments([columns.dbt_scd_id, snapshot_get_time()]) %}\n    {% endif %}\n    with snapshot_query as (\n\n        {{ source_sql }}\n\n    ),\n\n    snapshotted_data as (\n\n        select *, {{ unique_key_fields(strategy.unique_key) }}\n        from {{ target_relation }}\n        where\n            {% if config.get('dbt_valid_to_current') %}\n\t\t{% set source_unique_key = columns.dbt_valid_to | trim %}\n\t\t{% set target_unique_key = config.get('dbt_valid_to_current') | trim %}\n\n\t\t{# The exact equals semantics between NULL values depends on the current behavior flag set. Also, update records if the source field is null #}\n                ( {{ equals(source_unique_key, target_unique_key) }} or {{ source_unique_key }} is null )\n            {% else %}\n                {{ columns.dbt_valid_to }} is null\n            {% endif %}\n\n    ),\n\n    insertions_source_data as (\n\n        select *, {{ unique_key_fields(strategy.unique_key) }},\n            {{ strategy.updated_at }} as {{ columns.dbt_updated_at }},\n            {{ strategy.updated_at }} as {{ columns.dbt_valid_from }},\n            {{ get_dbt_valid_to_current(strategy, columns) }},\n            {{ strategy.scd_id }} as {{ columns.dbt_scd_id }}\n\n        from snapshot_query\n    ),\n\n    updates_source_data as (\n\n        select *, {{ unique_key_fields(strategy.unique_key) }},\n            {{ strategy.updated_at }} as {{ columns.dbt_updated_at }},\n            {{ strategy.updated_at }} as {{ columns.dbt_valid_from }},\n            {{ strategy.updated_at }} as {{ columns.dbt_valid_to }}\n\n        from snapshot_query\n    ),\n\n    {%- if strategy.hard_deletes == 'invalidate' or strategy.hard_deletes == 'new_record' %}\n\n    deletes_source_data as (\n\n        select *, {{ unique_key_fields(strategy.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          {%- if strategy.hard_deletes == 'new_record' -%}\n            ,'False' as {{ columns.dbt_is_deleted }}\n          {%- endif %}\n\n        from insertions_source_data as source_data\n        left outer join snapshotted_data\n            on {{ unique_key_join_on(strategy.unique_key, \"snapshotted_data\", \"source_data\") }}\n            where {{ unique_key_is_null(strategy.unique_key, \"snapshotted_data\") }}\n            or ({{ unique_key_is_not_null(strategy.unique_key, \"snapshotted_data\") }} and (\n               {{ strategy.row_changed }} {%- if strategy.hard_deletes == 'new_record' -%} or snapshotted_data.{{ columns.dbt_is_deleted }} = 'True' {% endif %}\n            )\n\n        )\n\n    ),\n\n    updates as (\n\n        select\n            'update' as dbt_change_type,\n            source_data.*,\n            snapshotted_data.{{ columns.dbt_scd_id }}\n          {%- if strategy.hard_deletes == 'new_record' -%}\n            , snapshotted_data.{{ columns.dbt_is_deleted }}\n          {%- endif %}\n\n        from updates_source_data as source_data\n        join snapshotted_data\n            on {{ unique_key_join_on(strategy.unique_key, \"snapshotted_data\", \"source_data\") }}\n        where (\n            {{ strategy.row_changed }}  {%- if strategy.hard_deletes == 'new_record' -%} or snapshotted_data.{{ columns.dbt_is_deleted }} = 'True' {% endif %}\n        )\n    )\n\n    {%- if strategy.hard_deletes == 'invalidate' or strategy.hard_deletes == 'new_record' %}\n    ,\n    deletes as (\n\n        select\n            'delete' as dbt_change_type,\n            source_data.*,\n            {{ snapshot_get_time() }} as {{ columns.dbt_valid_from }},\n            {{ snapshot_get_time() }} as {{ columns.dbt_updated_at }},\n            {{ snapshot_get_time() }} as {{ columns.dbt_valid_to }},\n            snapshotted_data.{{ columns.dbt_scd_id }}\n          {%- if strategy.hard_deletes == 'new_record' -%}\n            , snapshotted_data.{{ columns.dbt_is_deleted }}\n          {%- endif %}\n        from snapshotted_data\n        left join deletes_source_data as source_data\n            on {{ unique_key_join_on(strategy.unique_key, \"snapshotted_data\", \"source_data\") }}\n            where {{ unique_key_is_null(strategy.unique_key, \"source_data\") }}\n\n            {%- if strategy.hard_deletes == 'new_record' %}\n            and not (\n                --avoid updating the record's valid_to if the latest entry is marked as deleted\n                snapshotted_data.{{ columns.dbt_is_deleted }} = 'True'\n                and\n                {% if config.get('dbt_valid_to_current') -%}\n                    snapshotted_data.{{ columns.dbt_valid_to }} = {{ config.get('dbt_valid_to_current') }}\n                {%- else -%}\n                    snapshotted_data.{{ columns.dbt_valid_to }} is null\n                {%- endif %}\n            )\n            {%- endif %}\n    )\n    {%- endif %}\n\n    {%- if strategy.hard_deletes == 'new_record' %}\n        {% set snapshotted_cols = get_list_of_column_names(get_columns_in_relation(target_relation)) %}\n        {% set source_sql_cols = get_column_schema_from_query(source_sql) %}\n    ,\n    deletion_records as (\n\n        select\n            'insert' as dbt_change_type,\n            {#/*\n                If a column has been added to the source it won't yet exist in the\n                snapshotted table so we insert a null value as a placeholder for the column.\n             */#}\n            {%- for col in source_sql_cols -%}\n            {%- if col.name in snapshotted_cols -%}\n            snapshotted_data.{{ adapter.quote(col.column) }},\n            {%- else -%}\n            NULL as {{ adapter.quote(col.column) }},\n            {%- endif -%}\n            {% endfor -%}\n            {%- if strategy.unique_key | is_list -%}\n                {%- for key in strategy.unique_key -%}\n            snapshotted_data.{{ key }} as dbt_unique_key_{{ loop.index }},\n                {% endfor -%}\n            {%- else -%}\n            snapshotted_data.dbt_unique_key as dbt_unique_key,\n            {% endif -%}\n            {{ snapshot_get_time() }} as {{ columns.dbt_valid_from }},\n            {{ snapshot_get_time() }} as {{ columns.dbt_updated_at }},\n            snapshotted_data.{{ columns.dbt_valid_to }} as {{ columns.dbt_valid_to }},\n            {{ new_scd_id }} as {{ columns.dbt_scd_id }},\n            'True' as {{ columns.dbt_is_deleted }}\n        from snapshotted_data\n        left join deletes_source_data as source_data\n            on {{ unique_key_join_on(strategy.unique_key, \"snapshotted_data\", \"source_data\") }}\n        where {{ unique_key_is_null(strategy.unique_key, \"source_data\") }}\n        and not (\n            --avoid inserting a new record if the latest one is marked as deleted\n            snapshotted_data.{{ columns.dbt_is_deleted }} = 'True'\n            and\n            {% if config.get('dbt_valid_to_current') -%}\n                snapshotted_data.{{ columns.dbt_valid_to }} = {{ config.get('dbt_valid_to_current') }}\n            {%- else -%}\n                snapshotted_data.{{ columns.dbt_valid_to }} is null\n            {%- endif %}\n            )\n\n    )\n    {%- endif %}\n\n    select * from insertions\n    union all\n    select * from updates\n    {%- if strategy.hard_deletes == 'invalidate' or strategy.hard_deletes == 'new_record' %}\n    union all\n    select * from deletes\n    {%- endif %}\n    {%- if strategy.hard_deletes == 'new_record' %}\n    union all\n    select * from deletion_records\n    {%- endif %}\n\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.get_snapshot_table_column_names", "macro.dbt.snapshot_hash_arguments", "macro.dbt.snapshot_get_time", "macro.dbt.unique_key_fields", "macro.dbt.equals", "macro.dbt.get_dbt_valid_to_current", "macro.dbt.unique_key_join_on", "macro.dbt.unique_key_is_null", "macro.dbt.unique_key_is_not_null", "macro.dbt.get_list_of_column_names", "macro.dbt.get_columns_in_relation", "macro.dbt.get_column_schema_from_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1768603590.9157817, "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": 1768603590.9162161, "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    {% set columns = config.get('snapshot_table_column_names') or get_snapshot_table_column_names() %}\n\n    select *,\n        {{ strategy.scd_id }} as {{ columns.dbt_scd_id }},\n        {{ strategy.updated_at }} as {{ columns.dbt_updated_at }},\n        {{ strategy.updated_at }} as {{ columns.dbt_valid_from }},\n        {{ get_dbt_valid_to_current(strategy, columns) }}\n      {%- if strategy.hard_deletes == 'new_record' -%}\n        , 'False' as {{ columns.dbt_is_deleted }}\n      {% endif -%}\n    from (\n        {{ sql }}\n    ) sbq\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_snapshot_table_column_names", "macro.dbt.get_dbt_valid_to_current"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1768603590.9172623, "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": 1768603590.9181163, "supported_languages": null}, "macro.dbt.get_updated_at_column_data_type": {"name": "get_updated_at_column_data_type", "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_updated_at_column_data_type", "macro_sql": "{% macro get_updated_at_column_data_type(snapshot_sql) %}\n    {% set snapshot_sql_column_schema = get_column_schema_from_query(snapshot_sql) %}\n    {% set dbt_updated_at_data_type = null %}\n    {% set ns = namespace() -%} {#-- handle for-loop scoping with a namespace --#}\n    {% set ns.dbt_updated_at_data_type = null -%}\n    {% for column in snapshot_sql_column_schema %}\n    {%   if ((column.column == 'dbt_updated_at') or (column.column == 'DBT_UPDATED_AT')) %}\n    {%     set ns.dbt_updated_at_data_type = column.dtype %}\n    {%   endif %}\n    {% endfor %}\n    {{ return(ns.dbt_updated_at_data_type or none)  }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_column_schema_from_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1768603590.9192922, "supported_languages": null}, "macro.dbt.check_time_data_types": {"name": "check_time_data_types", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.check_time_data_types", "macro_sql": "{% macro check_time_data_types(sql) %}\n  {% set dbt_updated_at_data_type = get_updated_at_column_data_type(sql) %}\n  {% set snapshot_get_time_data_type = get_snapshot_get_time_data_type() %}\n  {% if snapshot_get_time_data_type is not none and dbt_updated_at_data_type is not none and snapshot_get_time_data_type != dbt_updated_at_data_type %}\n  {%   if exceptions.warn_snapshot_timestamp_data_types %}\n  {{     exceptions.warn_snapshot_timestamp_data_types(snapshot_get_time_data_type, dbt_updated_at_data_type) }}\n  {%   endif %}\n  {% endif %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_updated_at_column_data_type", "macro.dbt.get_snapshot_get_time_data_type"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1768603590.9201398, "supported_languages": null}, "macro.dbt.get_dbt_valid_to_current": {"name": "get_dbt_valid_to_current", "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_dbt_valid_to_current", "macro_sql": "{% macro get_dbt_valid_to_current(strategy, columns) %}\n  {% set dbt_valid_to_current = config.get('dbt_valid_to_current') or \"null\" %}\n  coalesce(nullif({{ strategy.updated_at }}, {{ strategy.updated_at }}), {{dbt_valid_to_current}})\n  as {{ columns.dbt_valid_to }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1768603590.9206846, "supported_languages": null}, "macro.dbt.unique_key_fields": {"name": "unique_key_fields", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.unique_key_fields", "macro_sql": "{% macro unique_key_fields(unique_key) %}\n    {% if unique_key | is_list %}\n        {% for key in unique_key %}\n            {{ key }} as dbt_unique_key_{{ loop.index }}\n            {%- if not loop.last %} , {%- endif %}\n        {% endfor %}\n    {% else %}\n        {{ unique_key }} as dbt_unique_key\n    {% endif %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1768603590.921371, "supported_languages": null}, "macro.dbt.unique_key_join_on": {"name": "unique_key_join_on", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.unique_key_join_on", "macro_sql": "{% macro unique_key_join_on(unique_key, identifier, from_identifier) %}\n    {% if unique_key | is_list %}\n        {% for key in unique_key %}\n\t    {% set source_unique_key = (identifier ~ \".dbt_unique_key_\" ~ loop.index) | trim %}\n\t    {% set target_unique_key = (from_identifier ~ \".dbt_unique_key_\" ~ loop.index) | trim %}\n\t    {{ equals(source_unique_key, target_unique_key) }}\n            {%- if not loop.last %} and {%- endif %}\n        {% endfor %}\n    {% else %}\n        {{ identifier }}.dbt_unique_key = {{ from_identifier }}.dbt_unique_key\n    {% endif %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.equals"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1768603590.9225004, "supported_languages": null}, "macro.dbt.unique_key_is_null": {"name": "unique_key_is_null", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.unique_key_is_null", "macro_sql": "{% macro unique_key_is_null(unique_key, identifier) %}\n    {% if unique_key | is_list %}\n        {{ identifier }}.dbt_unique_key_1 is null\n    {% else %}\n        {{ identifier }}.dbt_unique_key is null\n    {% endif %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1768603590.9229221, "supported_languages": null}, "macro.dbt.unique_key_is_not_null": {"name": "unique_key_is_not_null", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.unique_key_is_not_null", "macro_sql": "{% macro unique_key_is_not_null(unique_key, identifier) %}\n    {% if unique_key | is_list %}\n        {{ identifier }}.dbt_unique_key_1 is not null\n    {% else %}\n        {{ identifier }}.dbt_unique_key is not null\n    {% endif %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1768603590.9233477, "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": 1768603590.9272885, "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": 1768603590.9276216, "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": 1768603590.9280794, "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, model_config, target_exists) %}\n    {# The model_config parameter is no longer used, but is passed in anyway for compatibility. #}\n    {% set primary_key = config.get('unique_key') %}\n    {% set updated_at = config.get('updated_at') %}\n    {% set hard_deletes = adapter.get_hard_deletes_behavior(config) %}\n    {% set invalidate_hard_deletes = hard_deletes == 'invalidate' %}\n    {% set columns = config.get(\"snapshot_table_column_names\") or get_snapshot_table_column_names() %}\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 }}.{{ columns.dbt_valid_from }} < {{ current_rel }}.{{ updated_at }})\n    {%- endset %}\n\n    {% set scd_args = api.Relation.scd_args(primary_key, updated_at) %}\n    {% set scd_id_expr = snapshot_hash_arguments(scd_args) %}\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        \"hard_deletes\": hard_deletes\n    }) %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_snapshot_table_column_names", "macro.dbt.snapshot_hash_arguments"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1768603590.9299881, "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": 1768603590.9303193, "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": 1768603590.9306545, "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": 1768603590.9335263, "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, model_config, target_exists) %}\n    {# The model_config parameter is no longer used, but is passed in anyway for compatibility. #}\n    {% set check_cols_config = config.get('check_cols') %}\n    {% set primary_key = config.get('unique_key') %}\n    {% set hard_deletes = adapter.get_hard_deletes_behavior(config) %}\n    {% set invalidate_hard_deletes = hard_deletes == 'invalidate' %}\n    {% set updated_at = config.get('updated_at') or 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_args = api.Relation.scd_args(primary_key, updated_at) %}\n    {% set scd_id_expr = snapshot_hash_arguments(scd_args) %}\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        \"hard_deletes\": 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": 1768603590.9364083, "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": 1768603590.937241, "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    {%- set columns = config.get(\"snapshot_table_column_names\") or get_snapshot_table_column_names() -%}\n\n    merge into {{ target.render() }} as DBT_INTERNAL_DEST\n    using {{ source }} as DBT_INTERNAL_SOURCE\n    on DBT_INTERNAL_SOURCE.{{ columns.dbt_scd_id }} = DBT_INTERNAL_DEST.{{ columns.dbt_scd_id }}\n\n    when matched\n     {% if config.get(\"dbt_valid_to_current\") %}\n\t{% set source_unique_key = (\"DBT_INTERNAL_DEST.\" ~ columns.dbt_valid_to) | trim %}\n\t{% set target_unique_key = config.get('dbt_valid_to_current') | trim %}\n\tand ({{ equals(source_unique_key, target_unique_key) }} or {{ source_unique_key }} is null)\n\n     {% else %}\n       and DBT_INTERNAL_DEST.{{ columns.dbt_valid_to }} is null\n     {% endif %}\n     and DBT_INTERNAL_SOURCE.dbt_change_type in ('update', 'delete')\n        then update\n        set {{ columns.dbt_valid_to }} = DBT_INTERNAL_SOURCE.{{ columns.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": ["macro.dbt.get_snapshot_table_column_names", "macro.dbt.equals"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1768603590.938857, "supported_languages": null}, "macro.dbt.materialization_unit_default": {"name": "materialization_unit_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/tests/unit.sql", "original_file_path": "macros/materializations/tests/unit.sql", "unique_id": "macro.dbt.materialization_unit_default", "macro_sql": "{%- materialization unit, default -%}\n\n  {% set relations = [] %}\n\n  {% set expected_rows = config.get('expected_rows') %}\n  {% set expected_sql = config.get('expected_sql') %}\n  {% set tested_expected_column_names = expected_rows[0].keys() if (expected_rows | length ) > 0 else get_columns_in_query(sql) %}\n\n  {%- set target_relation = this.incorporate(type='table') -%}\n  {%- set temp_relation = make_temp_relation(target_relation)-%}\n  {% do run_query(get_create_table_as_sql(True, temp_relation, get_empty_subquery_sql(sql))) %}\n  {%- set columns_in_relation = adapter.get_columns_in_relation(temp_relation) -%}\n  {%- set column_name_to_data_types = {} -%}\n  {%- set column_name_to_quoted = {} -%}\n  {%- for column in columns_in_relation -%}\n  {%-   do column_name_to_data_types.update({column.name|lower: column.data_type}) -%}\n  {%-   do column_name_to_quoted.update({column.name|lower: column.quoted}) -%}\n  {%- endfor -%}\n\n  {%- set expected_column_names_quoted = [] -%}\n  {%- for column_name in tested_expected_column_names -%}\n  {%-   do expected_column_names_quoted.append(column_name_to_quoted[column_name|lower]) -%}\n  {%- endfor -%}\n\n  {% if not expected_sql %}\n  {%   set expected_sql = get_expected_sql(expected_rows, column_name_to_data_types, column_name_to_quoted) %}\n  {% endif %}\n  {% set unit_test_sql = get_unit_test_sql(sql, expected_sql, expected_column_names_quoted) %}\n\n  {% call statement('main', fetch_result=True) -%}\n\n    {{ unit_test_sql }}\n\n  {%- endcall %}\n\n  {% do adapter.drop_relation(temp_relation) %}\n\n  {{ return({'relations': relations}) }}\n\n{%- endmaterialization -%}", "depends_on": {"macros": ["macro.dbt.get_columns_in_query", "macro.dbt.make_temp_relation", "macro.dbt.run_query", "macro.dbt.get_create_table_as_sql", "macro.dbt.get_empty_subquery_sql", "macro.dbt.get_expected_sql", "macro.dbt.get_unit_test_sql", "macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1768603590.942515, "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  {% set limit = config.get('limit') %}\n\n  {% set sql_with_limit %}\n    {{ get_limit_subquery_sql(sql, limit) }}\n  {% endset %}\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_with_limit) }}\n    {% endcall %}\n\n    {% do relations.append(target_relation) %}\n\n    {# Since the test failures have already been saved to the database, reuse that result rather than querying again #}\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_with_limit %}\n\n  {% endif %}\n\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    {# The limit has already been included above, and we do not want to duplicate it again. We also want to be safe for macro overrides treating `limit` as a required parameter. #}\n    {{ get_test_sql(main_sql, fail_calc, warn_if, error_if, limit=none)}}\n\n  {%- endcall %}\n\n  {{ return({'relations': relations}) }}\n\n{%- endmaterialization -%}", "depends_on": {"macros": ["macro.dbt.get_limit_subquery_sql", "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": 1768603590.9469292, "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": 1768603590.947986, "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": 1768603590.948587, "supported_languages": null}, "macro.dbt.get_unit_test_sql": {"name": "get_unit_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_unit_test_sql", "macro_sql": "{% macro get_unit_test_sql(main_sql, expected_fixture_sql, expected_column_names) -%}\n  {{ adapter.dispatch('get_unit_test_sql', 'dbt')(main_sql, expected_fixture_sql, expected_column_names) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_unit_test_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1768603590.949004, "supported_languages": null}, "macro.dbt.default__get_unit_test_sql": {"name": "default__get_unit_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_unit_test_sql", "macro_sql": "{% macro default__get_unit_test_sql(main_sql, expected_fixture_sql, expected_column_names) -%}\n-- Build actual result given inputs\nwith dbt_internal_unit_test_actual as (\n  select\n    {% for expected_column_name in expected_column_names %}{{expected_column_name}}{% if not loop.last -%},{% endif %}{%- endfor -%}, {{ dbt.string_literal(\"actual\") }} as {{ adapter.quote(\"actual_or_expected\") }}\n  from (\n    {{ main_sql }}\n  ) _dbt_internal_unit_test_actual\n),\n-- Build expected result\ndbt_internal_unit_test_expected as (\n  select\n    {% for expected_column_name in expected_column_names %}{{expected_column_name}}{% if not loop.last -%}, {% endif %}{%- endfor -%}, {{ dbt.string_literal(\"expected\") }} as {{ adapter.quote(\"actual_or_expected\") }}\n  from (\n    {{ expected_fixture_sql }}\n  ) _dbt_internal_unit_test_expected\n)\n-- Union actual and expected results\nselect * from dbt_internal_unit_test_actual\nunion all\nselect * from dbt_internal_unit_test_expected\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.string_literal"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1768603590.9502096, "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": 1768603590.9508162, "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": 1768603590.9515774, "supported_languages": null}, "macro.dbt.materialization_function_default": {"name": "materialization_function_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/functions/function.sql", "original_file_path": "macros/materializations/functions/function.sql", "unique_id": "macro.dbt.materialization_function_default", "macro_sql": "{% materialization function, default, supported_languages=['sql', 'python'] %}\n    {% set existing_relation = load_cached_relation(this) %}\n    {% set target_relation = this.incorporate(type=this.Function) %}\n\n    {{ run_hooks(pre_hooks) }}\n\n    {% set function_config = this.get_function_config(model) %}\n    {% set macro_name = this.get_function_macro_name(function_config) %}\n\n    {# Doing this aliasing of adapter.dispatch is a hacky way to disable the static analysis of actually calling adapter.dispatch #}\n    {# This is necessary because the static analysis breaks being able to dynamically pass a macro_name #}\n    {% set _dispatch = adapter.dispatch %}\n\n    {% set build_sql = _dispatch(macro_name, 'dbt')(target_relation) %}\n    {{ function_execute_build_sql(build_sql, existing_relation, target_relation) }}\n    {{ run_hooks(post_hooks) }}\n\n    {{ return({'relations': [target_relation]}) }}\n\n{% endmaterialization %}", "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.run_hooks", "macro.dbt.function_execute_build_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1768603590.9533932, "supported_languages": ["sql", "python"]}, "macro.dbt.function_execute_build_sql": {"name": "function_execute_build_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/functions/helpers.sql", "original_file_path": "macros/materializations/functions/helpers.sql", "unique_id": "macro.dbt.function_execute_build_sql", "macro_sql": "{% macro function_execute_build_sql(build_sql, existing_relation, target_relation) %}\n    {{ return(adapter.dispatch('function_execute_build_sql', 'dbt')(build_sql, existing_relation, target_relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__function_execute_build_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1768603590.9541106, "supported_languages": null}, "macro.dbt.default__function_execute_build_sql": {"name": "default__function_execute_build_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/functions/helpers.sql", "original_file_path": "macros/materializations/functions/helpers.sql", "unique_id": "macro.dbt.default__function_execute_build_sql", "macro_sql": "{% macro default__function_execute_build_sql(build_sql, existing_relation, target_relation) %}\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    {{ adapter.commit() }}\n\n{% endmacro %}", "depends_on": {"macros": ["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": 1768603590.9551482, "supported_languages": null}, "macro.dbt.scalar_function_sql": {"name": "scalar_function_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/functions/scalar.sql", "original_file_path": "macros/materializations/functions/scalar.sql", "unique_id": "macro.dbt.scalar_function_sql", "macro_sql": "{% macro scalar_function_sql(target_relation) %}\n    {{ return(adapter.dispatch('scalar_function_sql', 'dbt')(target_relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__scalar_function_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1768603590.956389, "supported_languages": null}, "macro.dbt.default__scalar_function_sql": {"name": "default__scalar_function_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/functions/scalar.sql", "original_file_path": "macros/materializations/functions/scalar.sql", "unique_id": "macro.dbt.default__scalar_function_sql", "macro_sql": "{% macro default__scalar_function_sql(target_relation) %}\n    {{ scalar_function_create_replace_signature_sql(target_relation) }}\n    {{ scalar_function_body_sql() }};\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.scalar_function_create_replace_signature_sql", "macro.dbt.scalar_function_body_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1768603590.956699, "supported_languages": null}, "macro.dbt.scalar_function_create_replace_signature_sql": {"name": "scalar_function_create_replace_signature_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/functions/scalar.sql", "original_file_path": "macros/materializations/functions/scalar.sql", "unique_id": "macro.dbt.scalar_function_create_replace_signature_sql", "macro_sql": "{% macro scalar_function_create_replace_signature_sql(target_relation) %}\n    {{ return(adapter.dispatch('scalar_function_create_replace_signature_sql', 'dbt')(target_relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__scalar_function_create_replace_signature_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1768603590.9570782, "supported_languages": null}, "macro.dbt.default__scalar_function_create_replace_signature_sql": {"name": "default__scalar_function_create_replace_signature_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/functions/scalar.sql", "original_file_path": "macros/materializations/functions/scalar.sql", "unique_id": "macro.dbt.default__scalar_function_create_replace_signature_sql", "macro_sql": "{% macro default__scalar_function_create_replace_signature_sql(target_relation) %}\n    CREATE OR REPLACE FUNCTION {{ target_relation.render() }} ({{ formatted_scalar_function_args_sql()}})\n    RETURNS {{ model.returns.data_type }}\n    {{ scalar_function_volatility_sql() }}\n    AS\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.formatted_scalar_function_args_sql", "macro.dbt.scalar_function_volatility_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1768603590.957633, "supported_languages": null}, "macro.dbt.formatted_scalar_function_args_sql": {"name": "formatted_scalar_function_args_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/functions/scalar.sql", "original_file_path": "macros/materializations/functions/scalar.sql", "unique_id": "macro.dbt.formatted_scalar_function_args_sql", "macro_sql": "{% macro formatted_scalar_function_args_sql() %}\n    {{ return(adapter.dispatch('formatted_scalar_function_args_sql', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__formatted_scalar_function_args_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1768603590.9579685, "supported_languages": null}, "macro.dbt.default__formatted_scalar_function_args_sql": {"name": "default__formatted_scalar_function_args_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/functions/scalar.sql", "original_file_path": "macros/materializations/functions/scalar.sql", "unique_id": "macro.dbt.default__formatted_scalar_function_args_sql", "macro_sql": "{% macro default__formatted_scalar_function_args_sql() %}\n    {% set args = [] %}\n    {% for arg in model.arguments -%}\n        {%- do args.append(arg.name ~ ' ' ~ arg.data_type) -%}\n    {%- endfor %}\n    {{ args | join(', ') }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1768603590.9586167, "supported_languages": null}, "macro.dbt.scalar_function_body_sql": {"name": "scalar_function_body_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/functions/scalar.sql", "original_file_path": "macros/materializations/functions/scalar.sql", "unique_id": "macro.dbt.scalar_function_body_sql", "macro_sql": "{% macro scalar_function_body_sql() %}\n    {{ return(adapter.dispatch('scalar_function_body_sql', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__scalar_function_body_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1768603590.9589446, "supported_languages": null}, "macro.dbt.default__scalar_function_body_sql": {"name": "default__scalar_function_body_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/functions/scalar.sql", "original_file_path": "macros/materializations/functions/scalar.sql", "unique_id": "macro.dbt.default__scalar_function_body_sql", "macro_sql": "{% macro default__scalar_function_body_sql() %}\n    $$\n       {{ model.compiled_code }}\n    $$ LANGUAGE SQL\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1768603590.959171, "supported_languages": null}, "macro.dbt.scalar_function_volatility_sql": {"name": "scalar_function_volatility_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/functions/scalar.sql", "original_file_path": "macros/materializations/functions/scalar.sql", "unique_id": "macro.dbt.scalar_function_volatility_sql", "macro_sql": "{% macro scalar_function_volatility_sql() %}\n    {{ return(adapter.dispatch('scalar_function_volatility_sql', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__scalar_function_volatility_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1768603590.9594927, "supported_languages": null}, "macro.dbt.default__scalar_function_volatility_sql": {"name": "default__scalar_function_volatility_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/functions/scalar.sql", "original_file_path": "macros/materializations/functions/scalar.sql", "unique_id": "macro.dbt.default__scalar_function_volatility_sql", "macro_sql": "{% macro default__scalar_function_volatility_sql() %}\n    {% set volatility = model.config.get('volatility') %}\n    {% if volatility == 'deterministic' %}\n        IMMUTABLE\n    {% elif volatility == 'stable' %}\n        STABLE\n    {% elif volatility == 'non-deterministic' %}\n        VOLATILE\n    {% elif volatility != none %}\n        {# This shouldn't happen unless a new volatility is invented #}\n        {% do unsupported_volatility_warning(volatility) %}\n    {% endif %}\n    {# If no volatility is set, don't add anything and let the data warehouse default it #}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.unsupported_volatility_warning"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1768603590.9603136, "supported_languages": null}, "macro.dbt.unsupported_volatility_warning": {"name": "unsupported_volatility_warning", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/functions/scalar.sql", "original_file_path": "macros/materializations/functions/scalar.sql", "unique_id": "macro.dbt.unsupported_volatility_warning", "macro_sql": "{% macro unsupported_volatility_warning(volatility) %}\n    {{ return(adapter.dispatch('unsupported_volatility_warning', 'dbt')(volatility)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__unsupported_volatility_warning"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1768603590.9606814, "supported_languages": null}, "macro.dbt.default__unsupported_volatility_warning": {"name": "default__unsupported_volatility_warning", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/functions/scalar.sql", "original_file_path": "macros/materializations/functions/scalar.sql", "unique_id": "macro.dbt.default__unsupported_volatility_warning", "macro_sql": "{% macro default__unsupported_volatility_warning(volatility) %}\n    {% set msg = \"Found `\" ~ volatility ~ \"` volatility specified on function `\" ~ model.name ~ \"`. This volatility is not supported by \" ~ adapter.type() ~ \", and will be ignored\" %}\n    {% do exceptions.warn(msg) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1768603590.9612167, "supported_languages": null}, "macro.dbt.get_aggregate_function_create_replace_signature": {"name": "get_aggregate_function_create_replace_signature", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/functions/aggregate.sql", "original_file_path": "macros/materializations/functions/aggregate.sql", "unique_id": "macro.dbt.get_aggregate_function_create_replace_signature", "macro_sql": "{% macro get_aggregate_function_create_replace_signature(target_relation) %}\n    {{ return(adapter.dispatch('get_aggregate_function_create_replace_signature', 'dbt')(target_relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_aggregate_function_create_replace_signature"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1768603590.9623458, "supported_languages": null}, "macro.dbt.default__get_aggregate_function_create_replace_signature": {"name": "default__get_aggregate_function_create_replace_signature", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/functions/aggregate.sql", "original_file_path": "macros/materializations/functions/aggregate.sql", "unique_id": "macro.dbt.default__get_aggregate_function_create_replace_signature", "macro_sql": "{% macro default__get_aggregate_function_create_replace_signature(target_relation) %}\n    CREATE OR REPLACE AGGREGATE FUNCTION {{ target_relation.render() }} ({{ get_formatted_aggregate_function_args()}})\n    RETURNS {{ model.returns.data_type }}\n    {{ get_function_language_specifier() }}\n    {{ get_aggregate_function_volatility_specifier() }}\n    {% if model.get('language') == 'python' %}\n        {{ get_function_python_options() }}\n    {% endif %}\n    AS\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_formatted_aggregate_function_args", "macro.dbt.get_function_language_specifier", "macro.dbt.get_aggregate_function_volatility_specifier", "macro.dbt.get_function_python_options"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1768603590.9630706, "supported_languages": null}, "macro.dbt.get_formatted_aggregate_function_args": {"name": "get_formatted_aggregate_function_args", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/functions/aggregate.sql", "original_file_path": "macros/materializations/functions/aggregate.sql", "unique_id": "macro.dbt.get_formatted_aggregate_function_args", "macro_sql": "{% macro get_formatted_aggregate_function_args() %}\n    {{ return(adapter.dispatch('get_formatted_aggregate_function_args', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_formatted_aggregate_function_args"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1768603590.9634013, "supported_languages": null}, "macro.dbt.default__get_formatted_aggregate_function_args": {"name": "default__get_formatted_aggregate_function_args", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/functions/aggregate.sql", "original_file_path": "macros/materializations/functions/aggregate.sql", "unique_id": "macro.dbt.default__get_formatted_aggregate_function_args", "macro_sql": "{% macro default__get_formatted_aggregate_function_args() %}\n    {# conveniently we can reuse the sql scalar function args #}\n    {{ formatted_scalar_function_args_sql() }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.formatted_scalar_function_args_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1768603590.9636295, "supported_languages": null}, "macro.dbt.get_function_language_specifier": {"name": "get_function_language_specifier", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/functions/aggregate.sql", "original_file_path": "macros/materializations/functions/aggregate.sql", "unique_id": "macro.dbt.get_function_language_specifier", "macro_sql": "{% macro get_function_language_specifier() %}\n    {{ return(adapter.dispatch('get_function_language_specifier', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_function_language_specifier"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1768603590.9640143, "supported_languages": null}, "macro.dbt.default__get_function_language_specifier": {"name": "default__get_function_language_specifier", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/functions/aggregate.sql", "original_file_path": "macros/materializations/functions/aggregate.sql", "unique_id": "macro.dbt.default__get_function_language_specifier", "macro_sql": "{% macro default__get_function_language_specifier() %}\n    {% set language = model.get('language') %}\n    {% if language == 'sql' %}\n        {# generally you dont need to specify the language for sql functions #}\n    {% elif language == 'python' %}\n        LANGUAGE PYTHON\n    {% else %}\n        {{ 'LANGUAGE ' ~ language.upper() }}\n    {% endif %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1768603590.964682, "supported_languages": null}, "macro.dbt.get_aggregate_function_volatility_specifier": {"name": "get_aggregate_function_volatility_specifier", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/functions/aggregate.sql", "original_file_path": "macros/materializations/functions/aggregate.sql", "unique_id": "macro.dbt.get_aggregate_function_volatility_specifier", "macro_sql": "{% macro get_aggregate_function_volatility_specifier() %}\n    {{ return(adapter.dispatch('get_aggregate_function_volatility_specifier', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_aggregate_function_volatility_specifier"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1768603590.9650319, "supported_languages": null}, "macro.dbt.default__get_aggregate_function_volatility_specifier": {"name": "default__get_aggregate_function_volatility_specifier", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/functions/aggregate.sql", "original_file_path": "macros/materializations/functions/aggregate.sql", "unique_id": "macro.dbt.default__get_aggregate_function_volatility_specifier", "macro_sql": "{% macro default__get_aggregate_function_volatility_specifier() %}\n    {{ scalar_function_volatility_sql() }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.scalar_function_volatility_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1768603590.9652562, "supported_languages": null}, "macro.dbt.get_function_python_options": {"name": "get_function_python_options", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/functions/aggregate.sql", "original_file_path": "macros/materializations/functions/aggregate.sql", "unique_id": "macro.dbt.get_function_python_options", "macro_sql": "{% macro get_function_python_options() %}\n    {{ return(adapter.dispatch('get_function_python_options', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_function_python_options"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1768603590.9655871, "supported_languages": null}, "macro.dbt.default__get_function_python_options": {"name": "default__get_function_python_options", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/functions/aggregate.sql", "original_file_path": "macros/materializations/functions/aggregate.sql", "unique_id": "macro.dbt.default__get_function_python_options", "macro_sql": "{% macro default__get_function_python_options() %}\n    RUNTIME_VERSION = '{{ model.config.get('runtime_version') }}'\n    HANDLER = '{{ model.config.get('entry_point') }}'\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1768603590.9659567, "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": 1768603590.9664636, "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": 1768603590.9667141, "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": 1768603590.9674416, "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": 1768603590.9676118, "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": 1768603590.9682171, "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": 1768603590.9687176, "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": 1768603590.9690182, "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": 1768603590.9696465, "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": 1768603590.9700031, "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": 1768603590.9704914, "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": 1768603590.9707053, "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": 1768603590.9712172, "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": 1768603590.9715388, "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": 1768603590.9720905, "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": 1768603590.9723568, "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": 1768603590.9732962, "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": 1768603590.9744523, "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": 1768603590.974895, "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": 1768603590.975605, "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": 1768603590.9761503, "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": 1768603590.9764185, "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": 1768603590.977248, "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": 1768603590.9777184, "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": 1768603590.9782472, "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": 1768603590.9785206, "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": 1768603590.9797974, "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": 1768603590.980116, "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": 1768603590.9804428, "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": 1768603590.9807363, "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": 1768603590.9810646, "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": 1768603590.9813707, "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": 1768603590.9816854, "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": 1768603590.9820495, "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": 1768603590.982367, "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": 1768603590.982665, "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": 1768603590.9830005, "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": 1768603590.9832947, "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": 1768603590.9836032, "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": 1768603590.9838822, "supported_languages": null}, "macro.dbt.date": {"name": "date", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/date.sql", "original_file_path": "macros/utils/date.sql", "unique_id": "macro.dbt.date", "macro_sql": "{% macro date(year, month, day) %}\n  {{ return(adapter.dispatch('date', 'dbt') (year, month, day)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__date"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1768603590.9845188, "supported_languages": null}, "macro.dbt.default__date": {"name": "default__date", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/date.sql", "original_file_path": "macros/utils/date.sql", "unique_id": "macro.dbt.default__date", "macro_sql": "{% macro default__date(year, month, day) -%}\n    {%- set dt = modules.datetime.date(year, month, day) -%}\n    {%- set iso_8601_formatted_date = dt.strftime('%Y-%m-%d') -%}\n    to_date('{{ iso_8601_formatted_date }}', 'YYYY-MM-DD')\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1768603590.985217, "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": 1768603590.9857638, "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": 1768603590.9860566, "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": 1768603590.9865832, "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": 1768603590.9868486, "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": 1768603590.987553, "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": 1768603590.9878845, "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": 1768603590.9883516, "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": 1768603590.9888964, "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": 1768603590.9891899, "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": 1768603590.989782, "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": 1768603590.9901273, "supported_languages": null}, "macro.dbt.equals": {"name": "equals", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/equals.sql", "original_file_path": "macros/utils/equals.sql", "unique_id": "macro.dbt.equals", "macro_sql": "{% macro equals(expr1, expr2) %}\n    {{ return(adapter.dispatch('equals', 'dbt') (expr1, expr2)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__equals"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1768603590.9907286, "supported_languages": null}, "macro.dbt.default__equals": {"name": "default__equals", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/equals.sql", "original_file_path": "macros/utils/equals.sql", "unique_id": "macro.dbt.default__equals", "macro_sql": "{% macro default__equals(expr1, expr2) -%}\n{%- if adapter.behavior.enable_truthy_nulls_equals_macro.no_warn %}\n    case when (({{ expr1 }} = {{ expr2 }}) or ({{ expr1 }} is null and {{ expr2 }} is null))\n        then 0\n        else 1\n    end = 0\n{%- else -%}\n    ({{ expr1 }} = {{ expr2 }})\n{%- endif %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1768603590.991328, "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": 1768603590.991795, "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": 1768603590.9921277, "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": 1768603590.992675, "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": 1768603590.9929626, "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": 1768603590.9935691, "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": 1768603590.9940178, "supported_languages": null}, "macro.dbt.cast": {"name": "cast", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/cast.sql", "original_file_path": "macros/utils/cast.sql", "unique_id": "macro.dbt.cast", "macro_sql": "{% macro cast(field, type) %}\n  {{ return(adapter.dispatch('cast', 'dbt') (field, type)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__cast"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1768603590.9945862, "supported_languages": null}, "macro.dbt.default__cast": {"name": "default__cast", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/cast.sql", "original_file_path": "macros/utils/cast.sql", "unique_id": "macro.dbt.default__cast", "macro_sql": "{% macro default__cast(field, type) %}\n    cast({{field}} as {{type}})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1768603590.9948502, "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": 1768603590.995301, "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": 1768603590.9954586, "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": 1768603590.99593, "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": 1768603590.996162, "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": 1768603590.997036, "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": 1768603590.9978538, "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": 1768603590.9983494, "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": 1768603590.9985597, "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": 1768603590.9993937, "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": 1768603591.0002124, "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": 1768603591.0005767, "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": 1768603591.0015886, "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": 1768603591.0020885, "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": 1768603591.0023017, "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": 1768603591.0030265, "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": 1768603591.0040298, "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": 1768603591.004625, "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": 1768603591.005175, "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": 1768603591.0062237, "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": 1768603591.0085883, "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": 1768603591.0094855, "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": 1768603591.010348, "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": 1768603591.010748, "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.render() }} 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": 1768603591.0113466, "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": 1768603591.0119984, "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": 1768603591.0124931, "supported_languages": null}, "macro.dbt.drop_schema_named": {"name": "drop_schema_named", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/schema.sql", "original_file_path": "macros/relations/schema.sql", "unique_id": "macro.dbt.drop_schema_named", "macro_sql": "{% macro drop_schema_named(schema_name) %}\n    {{ return(adapter.dispatch('drop_schema_named', 'dbt') (schema_name)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__drop_schema_named"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1768603591.013022, "supported_languages": null}, "macro.dbt.default__drop_schema_named": {"name": "default__drop_schema_named", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/schema.sql", "original_file_path": "macros/relations/schema.sql", "unique_id": "macro.dbt.default__drop_schema_named", "macro_sql": "{% macro default__drop_schema_named(schema_name) %}\n  {% set schema_relation = api.Relation.create(schema=schema_name) %}\n  {{ adapter.drop_schema(schema_relation) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1768603591.013445, "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": 1768603591.0142937, "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.render() }} 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": 1768603591.0150747, "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": 1768603591.0154357, "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": 1768603591.015828, "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": 1768603591.0163307, "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": 1768603591.0169098, "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": 1768603591.0173333, "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": 1768603591.0179093, "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": 1768603591.018333, "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": 1768603591.0188415, "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": 1768603591.0191426, "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": 1768603591.0196483, "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": 1768603591.0199418, "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": 1768603591.0204635, "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": 1768603591.0207553, "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": 1768603591.0217757, "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": 1768603591.022162, "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    {\"<change_category>\": [{\"action\": \"<name>\", \"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": 1768603591.022712, "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": 1768603591.0230162, "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    {{- 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": 1768603591.0234754, "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.render() }} cascade\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1768603591.0237284, "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": 1768603591.0242975, "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": 1768603591.024565, "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": 1768603591.0260653, "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": 1768603591.0263112, "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": 1768603591.0273535, "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": 1768603591.0276797, "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": 1768603591.0279589, "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": 1768603591.0305262, "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": 1768603591.0312877, "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": 1768603591.0319455, "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": 1768603591.0326555, "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": 1768603591.0329938, "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": 1768603591.033358, "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.render() }}\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": 1768603591.0342302, "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": 1768603591.0352101, "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": 1768603591.035501, "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": 1768603591.0378551, "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": 1768603591.038316, "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.render() ~ \" 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": 1768603591.038788, "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": 1768603591.0393186, "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": 1768603591.0396128, "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    {{- 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": 1768603591.0400903, "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.render() }} cascade\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1768603591.0403354, "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": 1768603591.0414777, "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": 1768603591.0418375, "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": 1768603591.0426853, "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": 1768603591.0440633, "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": 1768603591.0449574, "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": 1768603591.0453355, "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": 1768603591.0456827, "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": 1768603591.0462043, "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": 1768603591.046501, "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": 1768603591.0470164, "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": 1768603591.0473142, "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    {{- 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": 1768603591.0477703, "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.render() }} cascade\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1768603591.0480282, "supported_languages": null}, "macro.dbt.get_fixture_sql": {"name": "get_fixture_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/unit_test_sql/get_fixture_sql.sql", "original_file_path": "macros/unit_test_sql/get_fixture_sql.sql", "unique_id": "macro.dbt.get_fixture_sql", "macro_sql": "{% macro get_fixture_sql(rows, column_name_to_data_types) %}\n-- Fixture for {{ model.name }}\n{% set default_row = {} %}\n\n{%- if not column_name_to_data_types -%}\n{#-- Use defer_relation IFF it is available in the manifest and 'this' is missing from the database --#}\n{%-   set this_or_defer_relation = defer_relation if (defer_relation and not load_relation(this)) else this -%}\n{%-   set columns_in_relation = adapter.get_columns_in_relation(this_or_defer_relation) -%}\n\n{%-   set column_name_to_data_types = {} -%}\n{%-   set column_name_to_quoted = {} -%}\n{%-   for column in columns_in_relation -%}\n\n{#-- This needs to be a case-insensitive comparison --#}\n{%-     do column_name_to_data_types.update({column.name|lower: column.data_type}) -%}\n{%-     do column_name_to_quoted.update({column.name|lower: column.quoted}) -%}\n{%-   endfor -%}\n{%- endif -%}\n\n{%- if not column_name_to_data_types -%}\n    {{ exceptions.raise_compiler_error(\"Not able to get columns for unit test '\" ~ model.name ~ \"' from relation \" ~ this ~ \" because the relation doesn't exist\") }}\n{%- endif -%}\n\n{%- for column_name, column_type in column_name_to_data_types.items() -%}\n    {%- do default_row.update({column_name: (safe_cast(\"null\", column_type) | trim )}) -%}\n{%- endfor -%}\n\n{{ validate_fixture_rows(rows, row_number) }}\n\n{%- for row in rows -%}\n{%-   set formatted_row = format_row(row, column_name_to_data_types) -%}\n{%-   set default_row_copy = default_row.copy() -%}\n{%-   do default_row_copy.update(formatted_row) -%}\nselect\n{%-   for column_name, column_value in default_row_copy.items() %} {{ column_value }} as {{ column_name_to_quoted[column_name] }}{% if not loop.last -%}, {%- endif %}\n{%-   endfor %}\n{%-   if not loop.last %}\nunion all\n{%    endif %}\n{%- endfor -%}\n\n{%- if (rows | length) == 0 -%}\n    select\n    {%- for column_name, column_value in default_row.items() %} {{ column_value }} as {{ column_name_to_quoted[column_name] }}{% if not loop.last -%},{%- endif %}\n    {%- endfor %}\n    limit 0\n{%- endif -%}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.load_relation", "macro.dbt.safe_cast", "macro.dbt.validate_fixture_rows", "macro.dbt.format_row"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1768603591.0531027, "supported_languages": null}, "macro.dbt.get_expected_sql": {"name": "get_expected_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/unit_test_sql/get_fixture_sql.sql", "original_file_path": "macros/unit_test_sql/get_fixture_sql.sql", "unique_id": "macro.dbt.get_expected_sql", "macro_sql": "{% macro get_expected_sql(rows, column_name_to_data_types, column_name_to_quoted) %}\n\n{%- if (rows | length) == 0 -%}\n    select * from dbt_internal_unit_test_actual\n    limit 0\n{%- else -%}\n{%- for row in rows -%}\n{%- set formatted_row = format_row(row, column_name_to_data_types) -%}\nselect\n{%- for column_name, column_value in formatted_row.items() %} {{ column_value }} as {{ column_name_to_quoted[column_name] }}{% if not loop.last -%}, {%- endif %}\n{%- endfor %}\n{%- if not loop.last %}\nunion all\n{% endif %}\n{%- endfor -%}\n{%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.format_row"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1768603591.0542583, "supported_languages": null}, "macro.dbt.format_row": {"name": "format_row", "resource_type": "macro", "package_name": "dbt", "path": "macros/unit_test_sql/get_fixture_sql.sql", "original_file_path": "macros/unit_test_sql/get_fixture_sql.sql", "unique_id": "macro.dbt.format_row", "macro_sql": "\n\n{%- macro format_row(row, column_name_to_data_types) -%}\n    {#-- generate case-insensitive formatted row --#}\n    {% set formatted_row = {} %}\n    {%- for column_name, column_value in row.items() -%}\n        {% set column_name = column_name|lower %}\n\n        {%- if column_name not in column_name_to_data_types %}\n            {#-- if user-provided row contains column name that relation does not contain, raise an error --#}\n            {% set fixture_name = \"expected output\" if model.resource_type == 'unit_test' else (\"'\" ~ model.name ~ \"'\") %}\n            {{ exceptions.raise_compiler_error(\n                \"Invalid column name: '\" ~ column_name ~ \"' in unit test fixture for \" ~ fixture_name ~ \".\"\n                \"\\nAccepted columns for \" ~ fixture_name ~ \" are: \" ~ (column_name_to_data_types.keys()|list)\n            ) }}\n        {%- endif -%}\n\n        {%- set column_type = column_name_to_data_types[column_name] %}\n\n        {#-- sanitize column_value: wrap yaml strings in quotes, apply cast --#}\n        {%- set column_value_clean = column_value -%}\n        {%- if column_value is string -%}\n            {%- set column_value_clean = dbt.string_literal(dbt.escape_single_quotes(column_value)) -%}\n        {%- elif column_value is none -%}\n            {%- set column_value_clean = 'null' -%}\n        {%- endif -%}\n\n        {%- set row_update = {column_name: safe_cast(column_value_clean, column_type) } -%}\n        {%- do formatted_row.update(row_update) -%}\n    {%- endfor -%}\n    {{ return(formatted_row) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.string_literal", "macro.dbt.escape_single_quotes", "macro.dbt.safe_cast"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1768603591.056429, "supported_languages": null}, "macro.dbt.validate_fixture_rows": {"name": "validate_fixture_rows", "resource_type": "macro", "package_name": "dbt", "path": "macros/unit_test_sql/get_fixture_sql.sql", "original_file_path": "macros/unit_test_sql/get_fixture_sql.sql", "unique_id": "macro.dbt.validate_fixture_rows", "macro_sql": "{%- macro validate_fixture_rows(rows, row_number) -%}\n  {{ return(adapter.dispatch('validate_fixture_rows', 'dbt')(rows, row_number)) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__validate_fixture_rows"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1768603591.0568461, "supported_languages": null}, "macro.dbt.default__validate_fixture_rows": {"name": "default__validate_fixture_rows", "resource_type": "macro", "package_name": "dbt", "path": "macros/unit_test_sql/get_fixture_sql.sql", "original_file_path": "macros/unit_test_sql/get_fixture_sql.sql", "unique_id": "macro.dbt.default__validate_fixture_rows", "macro_sql": "{%- macro default__validate_fixture_rows(rows, row_number) -%}\n  {# This is an abstract method for adapter overrides as needed #}\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1768603591.0570538, "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": 1768603591.058058, "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": 1768603591.0586333, "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": 1768603591.0591025, "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": 1768603591.0596695, "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": 1768603591.0603857, "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": 1768603591.061141, "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": 1768603591.0618396, "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": 1768603591.0623724, "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": 1768603591.0632389, "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": 1768603591.0637589, "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": 1768603591.0643356, "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": 1768603591.066788, "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": 1768603591.0680351, "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": 1768603591.0686073, "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": 1768603591.0700428, "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": 1768603591.0723398, "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": 1768603591.0737813, "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": 1768603591.0742428, "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": 1768603591.0755289, "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": 1768603591.0758603, "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  {#-- This ensures microbatch batches get unique temp relations to avoid clobbering --#}\n  {% if suffix == '__dbt_tmp' and model.batch %}\n    {% set suffix = suffix ~ '_' ~ model.batch.id %}\n  {% endif %}\n\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": 1768603591.0766182, "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": 1768603591.0771978, "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": 1768603591.0776653, "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": 1768603591.0782928, "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": 1768603591.0786476, "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.render() }}\n  {%- endcall %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1768603591.0790133, "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": 1768603591.0794878, "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": 1768603591.0805438, "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": 1768603591.0809884, "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": 1768603591.0812793, "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": 1768603591.082819, "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": 1768603591.0834599, "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": 1768603591.0838578, "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": 1768603591.084378, "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": 1768603591.0847309, "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": 1768603591.0850897, "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": 1768603591.0854805, "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": 1768603591.0859616, "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": 1768603591.0863776, "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": 1768603591.0869613, "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": 1768603591.0873358, "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": 1768603591.0876534, "supported_languages": null}, "macro.dbt.get_catalog_for_single_relation": {"name": "get_catalog_for_single_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.get_catalog_for_single_relation", "macro_sql": "{% macro get_catalog_for_single_relation(relation) %}\n  {{ return(adapter.dispatch('get_catalog_for_single_relation', 'dbt')(relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_catalog_for_single_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1768603591.0880246, "supported_languages": null}, "macro.dbt.default__get_catalog_for_single_relation": {"name": "default__get_catalog_for_single_relation", "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_for_single_relation", "macro_sql": "{% macro default__get_catalog_for_single_relation(relation) %}\n  {{ exceptions.raise_not_implemented(\n    'get_catalog_for_single_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": 1768603591.0883417, "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": 1768603591.0886624, "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": 1768603591.0889575, "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": 1768603591.0893693, "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": 1768603591.0897148, "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": 1768603591.0906012, "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": 1768603591.090898, "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": 1768603591.091205, "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": 1768603591.091423, "supported_languages": null}, "macro.dbt.get_snapshot_get_time_data_type": {"name": "get_snapshot_get_time_data_type", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.get_snapshot_get_time_data_type", "macro_sql": "{% macro get_snapshot_get_time_data_type() %}\n    {% set snapshot_time = adapter.dispatch('snapshot_get_time', 'dbt')() %}\n    {% set time_data_type_sql = 'select ' ~ snapshot_time ~ ' as dbt_snapshot_time' %}\n    {% set snapshot_time_column_schema = get_column_schema_from_query(time_data_type_sql) %}\n    {% set time_data_type = snapshot_time_column_schema[0].dtype %}\n    {{ return(time_data_type or none) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.snapshot_get_time", "macro.dbt_postgres.postgres__snapshot_get_time", "macro.dbt.get_column_schema_from_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1768603591.0923595, "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": 1768603591.0927, "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": 1768603591.0928643, "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": 1768603591.0932565, "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": 1768603591.0936167, "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": 1768603591.0942328, "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": 1768603591.0945976, "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": 1768603591.0949109, "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": 1768603591.0952816, "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": 1768603591.0961797, "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": 1768603591.0969894, "supported_languages": null}, "macro.dbt.collect_freshness_custom_sql": {"name": "collect_freshness_custom_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/freshness.sql", "original_file_path": "macros/adapters/freshness.sql", "unique_id": "macro.dbt.collect_freshness_custom_sql", "macro_sql": "{% macro collect_freshness_custom_sql(source, loaded_at_query) %}\n  {{ return(adapter.dispatch('collect_freshness_custom_sql', 'dbt')(source, loaded_at_query))}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__collect_freshness_custom_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1768603591.0973954, "supported_languages": null}, "macro.dbt.default__collect_freshness_custom_sql": {"name": "default__collect_freshness_custom_sql", "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_custom_sql", "macro_sql": "{% macro default__collect_freshness_custom_sql(source, loaded_at_query) %}\n  {% call statement('collect_freshness_custom_sql', fetch_result=True, auto_begin=False) -%}\n  with source_query as (\n    {{ loaded_at_query }}\n  )\n  select\n    (select * from source_query) as max_loaded_at,\n    {{ current_timestamp() }} as snapshotted_at\n  {% endcall %}\n  {{ return(load_result('collect_freshness_custom_sql')) }}\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": 1768603591.0980177, "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 is not none -%}\n  {{ sql_header }}\n  {%- endif %}\n  {{ get_limit_subquery_sql(compiled_code, limit) }}\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": 1768603591.0987363, "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": "\n{%- macro get_limit_subquery_sql(sql, limit) -%}\n  {{ adapter.dispatch('get_limit_sql', 'dbt')(sql, limit) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__get_limit_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1768603591.0991158, "supported_languages": null}, "macro.dbt.default__get_limit_sql": {"name": "default__get_limit_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_sql", "macro_sql": "{% macro default__get_limit_sql(sql, limit) %}\n  {{ sql }}\n  {% if limit is not none %}\n  limit {{ limit }}\n  {%- endif -%}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1768603591.0994911, "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": 1768603591.1000323, "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": 1768603591.1004727, "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": 1768603591.101379, "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": 1768603591.1016555, "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": 1768603591.1022992, "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": 1768603591.1030984, "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": 1768603591.1034565, "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": 1768603591.1037264, "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": 1768603591.1040459, "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": 1768603591.104297, "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": 1768603591.1063452, "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": 1768603591.1065814, "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": 1768603591.106915, "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": 1768603591.1071544, "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": 1768603591.107815, "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": 1768603591.1081927, "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.render() }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1768603591.1084332, "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": 1768603591.1088657, "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.render() }} 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": 1768603591.1092846, "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": 1768603591.1097279, "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.render() }} 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": 1768603591.1101549, "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": 1768603591.1106083, "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": 1768603591.1120524, "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": 1768603591.1124218, "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": 1768603591.112915, "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": 1768603591.1133718, "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.render() ~': 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": 1768603591.115631, "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": 1768603591.1177948, "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": 1768603591.1181278, "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": 1768603591.1187272, "supported_languages": null}, "macro.dbt.get_list_of_column_names": {"name": "get_list_of_column_names", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.get_list_of_column_names", "macro_sql": "\n\n{%- macro get_list_of_column_names(columns) -%}\n  {% set col_names = [] %}\n  {% for col in columns %}\n    {% do col_names.append(col.name) %}\n  {% endfor %}\n  {{ return(col_names) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1768603591.1193066, "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": 1768603591.1197248, "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": 1768603591.1201394, "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": 1768603591.1204855, "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', 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": ["macro.dbt.cast"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1768603591.122761, "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": 1768603591.1234457, "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": 1768603591.1238172, "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": 1768603591.1244965, "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": 1768603591.1249328, "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.render() }} add column {{ adapter.quote(tmp_column) }} {{ new_column_type }};\n    update {{ relation.render() }} set {{ adapter.quote(tmp_column) }} = {{ adapter.quote(column_name) }};\n    alter table {{ relation.render() }} drop column {{ adapter.quote(column_name) }} cascade;\n    alter table {{ relation.render() }} 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": 1768603591.1263437, "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": 1768603591.126842, "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.render() }}\n\n            {% for column in add_columns %}\n               add column {{ column.quoted }} {{ column.expanded_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.quoted }}{{ ',' 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": 1768603591.1285667, "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": 1768603591.1295698, "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": 1768603591.1299174, "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": 1768603591.1303587, "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": 1768603591.1306984, "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": 1768603591.1312544, "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": 1768603591.1322033, "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": 1768603591.1330712, "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": 1768603591.1335697, "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": 1768603591.1342146, "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": 1768603591.1347873, "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": 1768603591.1383183, "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": 1768603591.1397958, "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": 1768603591.1415074, "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": 1768603591.142932, "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": 1768603591.144353, "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": 1768603591.146088, "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": 1768603591.146451, "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": 1768603591.1474183, "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": 1768603591.1476517, "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": 1768603591.154657, "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": 1768603591.1549418, "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": 1768603591.1551208, "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": 1768603591.1587994, "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": 1768603591.1610727, "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": 1768603591.1617622, "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": 1768603591.1623166, "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": 1768603591.1628463, "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": 1768603591.1634297, "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": 1768603591.163828, "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": 1768603591.1642463, "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": 1768603591.1650274, "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": 1768603591.1657743, "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": 1768603591.1664789, "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": 1768603591.1671956, "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": 1768603591.1681774, "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": 1768603591.1699023, "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": 1768603591.170807, "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": 1768603591.1717384, "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": 1768603591.1726346, "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": 1768603591.173315, "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": 1768603591.1741512, "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 {{ dbt.type_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": ["macro.dbt.type_numeric"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1768603591.1757839, "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": 1768603591.1766055, "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            {% do 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": 1768603591.177834, "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": 1768603591.1785505, "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": 1768603591.1791496, "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": 1768603591.180185, "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": 1768603591.1819336, "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": 1768603591.1826952, "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": 1768603591.1835973, "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": 1768603591.1851249, "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": 1768603591.188159, "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": 1768603591.188907, "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": 1768603591.189592, "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": 1768603591.1906538, "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": 1768603591.1926286, "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, exclude_columns=None, precision = None) %}\n  {{ return(adapter.dispatch('test_equality', 'dbt_utils')(model, compare_model, compare_columns, exclude_columns, precision)) }}\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": 1768603591.1947896, "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, exclude_columns=None, precision = None) %}\n\n{%- if compare_columns and exclude_columns -%}\n    {{ exceptions.raise_compiler_error(\"Both a compare and an ignore list were provided to the `equality` macro. Only one is allowed\") }}\n{%- endif -%}\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\n\n-- setup\n{%- do dbt_utils._is_relation(model, 'test_equality') -%}\n\n{# Ensure there are no extra columns in the compare_model vs model #}\n{%- if not compare_columns -%}\n    {%- do dbt_utils._is_ephemeral(model, 'test_equality') -%}\n    {%- do dbt_utils._is_ephemeral(compare_model, 'test_equality') -%}\n\n    {%- set model_columns = adapter.get_columns_in_relation(model) -%}\n    {%- set compare_model_columns = adapter.get_columns_in_relation(compare_model) -%}\n\n\n    {%- if exclude_columns -%}\n        {#-- Lower case ignore columns for easier comparison --#}\n        {%- set exclude_columns = exclude_columns | map(\"lower\") | list %}\n\n        {# Filter out the excluded columns #}\n        {%- set include_columns = [] %}\n        {%- set include_model_columns = [] %}\n        {%- for column in model_columns -%}\n            {%- if column.name | lower not in exclude_columns -%}\n                {% do include_columns.append(column) %}\n            {%- endif %}\n        {%- endfor %}\n        {%- for column in compare_model_columns -%}\n            {%- if column.name | lower not in exclude_columns -%}\n                {% do include_model_columns.append(column) %}\n            {%- endif %}\n        {%- endfor %}\n\n        {%- set compare_columns_set = set(include_columns | map(attribute='quoted') | map(\"lower\")) %}\n        {%- set compare_model_columns_set = set(include_model_columns | map(attribute='quoted') | map(\"lower\")) %}\n    {%- else -%}\n        {%- set compare_columns_set = set(model_columns | map(attribute='quoted') | map(\"lower\")) %}\n        {%- set compare_model_columns_set = set(compare_model_columns | map(attribute='quoted') | map(\"lower\")) %}\n    {%- endif -%}\n\n    {% if compare_columns_set != compare_model_columns_set %}\n        {{ exceptions.raise_compiler_error(compare_model ~\" has less columns than \" ~ model ~ \", please ensure they have the same columns or use the `compare_columns` or `exclude_columns` arguments to subset them.\") }}\n    {% endif %}\n\n\n{% endif %}\n\n{%- if not precision -%}\n    {%- if not compare_columns -%}\n        {# \n            You cannot get the columns in an ephemeral model (due to not existing in the information schema),\n            so if the user does not provide an explicit list of columns we must error in the case it is ephemeral\n        #}\n        {%- do dbt_utils._is_ephemeral(model, 'test_equality') -%}\n        {%- set compare_columns = adapter.get_columns_in_relation(model)-%}\n\n        {%- if exclude_columns -%}\n            {#-- Lower case ignore columns for easier comparison --#}\n            {%- set exclude_columns = exclude_columns | map(\"lower\") | list %}\n\n            {# Filter out the excluded columns #}\n            {%- set include_columns = [] %}\n            {%- for column in compare_columns -%}\n                {%- if column.name | lower not in exclude_columns -%}\n                    {% do include_columns.append(column) %}\n                {%- endif %}\n            {%- endfor %}\n\n            {%- set compare_columns = include_columns | map(attribute='quoted') %}\n        {%- else -%} {# Compare columns provided #}\n            {%- set compare_columns = compare_columns | map(attribute='quoted') %}\n        {%- endif -%}\n    {%- endif -%}\n\n    {% set compare_cols_csv = compare_columns | join(', ') %}\n\n{% else %} {# Precision required #}\n    {#-\n        If rounding is required, we need to get the types, so it cannot be ephemeral even if they provide column names\n    -#}\n    {%- do dbt_utils._is_ephemeral(model, 'test_equality') -%}\n    {%- set columns = adapter.get_columns_in_relation(model) -%}\n\n    {% set columns_list = [] %}\n    {%- for col in columns -%}\n        {%- if (\n                (col.name|lower in compare_columns|map('lower') or not compare_columns) and\n                (col.name|lower not in exclude_columns|map('lower') or not exclude_columns)\n                ) -%}\n            {# Databricks double type is not picked up by any number type checks in dbt #}\n            {%- if col.is_float() or col.is_numeric() or col.data_type == 'double' -%}\n                {# Cast is required due to postgres not having round for a double precision number #}\n                {%- do columns_list.append('round(cast(' ~ col.quoted ~ ' as ' ~ dbt.type_numeric() ~ '),' ~ precision ~ ') as ' ~ col.quoted) -%}\n            {%- else -%} {# Non-numeric type #}\n                {%- do columns_list.append(col.quoted) -%}\n            {%- endif -%}\n        {% endif %}\n    {%- endfor -%}\n\n    {% set compare_cols_csv = columns_list | join(', ') %}\n\n{% endif %}\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.type_numeric", "macro.dbt.except"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1768603591.2024891, "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": 1768603591.2034664, "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      {% if group_by_columns|length() == 0 %}\n        where {{ column_name }} is not null\n        limit 1\n      {% endif %}\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": 1768603591.2051756, "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": 1768603591.2062778, "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": 1768603591.2083747, "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": 1768603591.2090397, "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": 1768603591.210283, "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": 1768603591.2108521, "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": 1768603591.2114806, "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": 1768603591.2120547, "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": 1768603591.212922, "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": 1768603591.214461, "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": 1768603591.216201, "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": 1768603591.2175448, "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": 1768603591.2204897, "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": 1768603591.2216167, "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": 1768603591.222056, "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    select *\n    from {{ relation }} as tt\n    qualify\n        row_number() over (\n            partition by {{ partition_by }}\n            order by {{ order_by }}\n        ) = 1\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1768603591.2223911, "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": 1768603591.2227778, "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": 1768603591.2231338, "supported_languages": null}, "macro.dbt_utils.databricks__deduplicate": {"name": "databricks__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.databricks__deduplicate", "macro_sql": "\n{%- macro databricks__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": 1768603591.2234643, "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": 1768603591.2238033, "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": 1768603591.2245722, "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": 1768603591.225997, "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": 1768603591.226814, "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": 1768603591.22773, "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": 1768603591.2281268, "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', quote_identifiers=False) -%}\n    {{ return(adapter.dispatch('unpivot', 'dbt_utils')(relation, cast_to, exclude, remove, field_name, value_name, quote_identifiers)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__unpivot"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1768603591.229623, "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', quote_identifiers=False) -%}\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    {%- set current_col_name = adapter.quote(col.column) if quote_identifiers else col.column -%}\n    select\n      {%- for exclude_col in exclude %}\n        {{ adapter.quote(exclude_col) if quote_identifiers else exclude_col }},\n      {%- endfor %}\n\n      cast('{{ col.column }}' as {{ dbt.type_string() }}) as {{ adapter.quote(field_name) if quote_identifiers else field_name  }},\n      cast(  {% if col.data_type == 'boolean' %}\n           {{ dbt.cast_bool_to_text(current_col_name) }}\n             {% else %}\n           {{ current_col_name }}\n             {% endif %}\n           as {{ cast_to }}) as {{ adapter.quote(value_name) if quote_identifiers else 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": 1768603591.2333915, "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": 1768603591.2340815, "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": 1768603591.2345417, "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": 1768603591.2352023, "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": 1768603591.2363667, "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": 1768603591.236955, "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": 1768603591.2376525, "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": 1768603591.2381923, "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": 1768603591.2384586, "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": 1768603591.2393577, "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": 1768603591.240511, "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": 1768603591.2409651, "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 generated_number) - 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": 1768603591.241687, "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": 1768603591.2426062, "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": 1768603591.244286, "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": 1768603591.2458339, "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": 1768603591.2465684, "supported_languages": null}, "macro.dbt_utils.redshift__get_tables_by_pattern_sql": {"name": "redshift__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.redshift__get_tables_by_pattern_sql", "macro_sql": "{% macro redshift__get_tables_by_pattern_sql(schema_pattern, table_pattern, exclude='', database=target.database) %}\n\n    {% set sql %}\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        union all\n        select distinct\n            schemaname as {{ adapter.quote('table_schema') }},\n            tablename as {{ adapter.quote('table_name') }},\n            'external' as {{ adapter.quote('table_type') }}\n        from svv_external_tables\n        where redshift_database_name = '{{ database }}'\n        and schemaname ilike '{{ schema_pattern }}'\n        and table_name ilike '{{ table_pattern }}'\n        and table_name not ilike '{{ exclude }}'\n    {% endset %}\n\n    {{ return(sql) }}\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": 1768603591.2480354, "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": 1768603591.2494345, "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": 1768603591.2504113, "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": 1768603591.251042, "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": 1768603591.2520804, "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": 1768603591.25299, "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": 1768603591.2546515, "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": 1768603591.2566612, "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.render()) }} as {{ dbt.type_string() }}) as {{ source_column_name }},\n                {%- endif %}\n\n                /* No columns from any of the relations.\n                   This star is only output during dbt compile, and exists to keep SQLFluff happy. */\n                {% if dbt_command == 'compile' and ordered_column_names|length == 0 %}\n                    *\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": 1768603591.2636178, "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": 1768603591.2645028, "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": 1768603591.2650564, "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": 1768603591.2661474, "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": 1768603591.2677236, "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": 1768603591.2683122, "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": 1768603591.268999, "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": 1768603591.2703629, "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": 1768603591.273124, "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": 1768603591.2738245, "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": 1768603591.2751389, "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": 1768603591.2759016, "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": 1768603591.2773576, "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": 1768603591.2779632, "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": 1768603591.2782662, "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": 1768603591.2785366, "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": 1768603591.2788172, "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": 1768603591.2793539, "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": 1768603591.2801468, "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": 1768603591.2808607, "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": 1768603591.2814372, "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": 1768603591.2822616, "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": 1768603591.2830722, "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": 1768603591.2834363, "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": 1768603591.284462, "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": 1768603591.2850964, "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": 1768603591.286152, "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": 1768603591.2866478, "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": 1768603591.2869656, "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{% if not string %}\n{{ return('') }}\n{% endif %}\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": 1768603591.288402, "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": 1768603591.2892623, "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": 1768603591.2897809, "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": 1768603591.2901714, "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": 1768603591.290648, "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": 1768603591.2909932, "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": 1768603591.292482, "supported_languages": null}, "macro.linkedin.linkedin_ads_persist_pass_through_columns": {"name": "linkedin_ads_persist_pass_through_columns", "resource_type": "macro", "package_name": "linkedin", "path": "macros/linkedin_ads_persist_pass_through_columns.sql", "original_file_path": "macros/linkedin_ads_persist_pass_through_columns.sql", "unique_id": "macro.linkedin.linkedin_ads_persist_pass_through_columns", "macro_sql": "{% macro linkedin_ads_persist_pass_through_columns(pass_through_variable, identifier=none, transform='', coalesce_with=none, except_variable=none, exclude_fields=[]) %}\n\n{% set except_fields = [] %}\n{% if except_variable is not none %}\n    {# Start creating list of fields to exclude #}\n    {% for item in var(except_variable) %}\n        {% do except_fields.append(item.name) %}\n    {% endfor %}\n{% endif %}\n\n{% for field in exclude_fields %}\n    {% do except_fields.append(field) %}\n{% endfor %}\n\n{% if var(pass_through_variable, none) %}\n    {% for field in var(pass_through_variable) %}\n    {% set field_name = field.alias|default(field.name)|lower if field is mapping else field|lower %}\n    \n        {% if field_name not in except_fields %}\n        , {{ transform ~ '(' ~ ('coalesce(' if coalesce_with is not none else '') ~ (identifier ~ '.' if identifier else '') ~ field_name ~ ((', ' ~ coalesce_with ~ ')') if coalesce_with is not none else '') ~ ')' }} as {{ field_name }}\n        {% endif %}\n\n    {% endfor %}\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1768603591.295274, "supported_languages": null}, "macro.linkedin.get_creative_history_columns": {"name": "get_creative_history_columns", "resource_type": "macro", "package_name": "linkedin", "path": "macros/staging/get_creative_history_columns.sql", "original_file_path": "macros/staging/get_creative_history_columns.sql", "unique_id": "macro.linkedin.get_creative_history_columns", "macro_sql": "{% macro get_creative_history_columns() %}\n\n{% set columns = [\n    {\"name\": \"campaign_id\", \"datatype\": dbt.type_int()},\n    {\"name\": \"click_uri\", \"datatype\": dbt.type_string()},\n    {\"name\": \"created_time\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"created_at\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"id\", \"datatype\": dbt.type_int()},\n    {\"name\": \"last_modified_time\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"last_modified_at\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"intended_status\", \"datatype\": dbt.type_string()},\n    {\"name\": \"status\", \"datatype\": dbt.type_string()},\n    {\"name\": \"text_ad_landing_page\", \"datatype\": dbt.type_string()},\n    {\"name\": \"spotlight_landing_page\", \"datatype\": dbt.type_string()}\n] %}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_int", "macro.dbt.type_string", "macro.dbt.type_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1768603591.2976038, "supported_languages": null}, "macro.linkedin.linkedin_ads_extract_url_parameter": {"name": "linkedin_ads_extract_url_parameter", "resource_type": "macro", "package_name": "linkedin", "path": "macros/staging/linkedin_ads_extract_url_parameters.sql", "original_file_path": "macros/staging/linkedin_ads_extract_url_parameters.sql", "unique_id": "macro.linkedin.linkedin_ads_extract_url_parameter", "macro_sql": "{% macro linkedin_ads_extract_url_parameter(field, url_parameter) -%}\n\n{{ return(adapter.dispatch('linkedin_ads_extract_url_parameter', 'linkedin') (field, url_parameter)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.linkedin.default__linkedin_ads_extract_url_parameter"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1768603591.2982373, "supported_languages": null}, "macro.linkedin.default__linkedin_ads_extract_url_parameter": {"name": "default__linkedin_ads_extract_url_parameter", "resource_type": "macro", "package_name": "linkedin", "path": "macros/staging/linkedin_ads_extract_url_parameters.sql", "original_file_path": "macros/staging/linkedin_ads_extract_url_parameters.sql", "unique_id": "macro.linkedin.default__linkedin_ads_extract_url_parameter", "macro_sql": "{% macro default__linkedin_ads_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": 1768603591.2985342, "supported_languages": null}, "macro.linkedin.spark__linkedin_ads_extract_url_parameter": {"name": "spark__linkedin_ads_extract_url_parameter", "resource_type": "macro", "package_name": "linkedin", "path": "macros/staging/linkedin_ads_extract_url_parameters.sql", "original_file_path": "macros/staging/linkedin_ads_extract_url_parameters.sql", "unique_id": "macro.linkedin.spark__linkedin_ads_extract_url_parameter", "macro_sql": "{% macro spark__linkedin_ads_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": 1768603591.298923, "supported_languages": null}, "macro.linkedin.linkedin_ads_add_pass_through_columns": {"name": "linkedin_ads_add_pass_through_columns", "resource_type": "macro", "package_name": "linkedin", "path": "macros/staging/linkedin_ads_add_pass_through_columns.sql", "original_file_path": "macros/staging/linkedin_ads_add_pass_through_columns.sql", "unique_id": "macro.linkedin.linkedin_ads_add_pass_through_columns", "macro_sql": "{% macro linkedin_ads_add_pass_through_columns(base_columns, pass_through_fields, except_fields=[]) %}\n\n{% if pass_through_fields %}\n    {% for column in pass_through_fields %}\n\n        {% if column is mapping %}\n        {% set col_name = column.alias|default(column.name)|lower %}\n        \n            {% if col_name not in except_fields %}\n                {% if column.alias %}\n                    {% do base_columns.append({ \"name\": column.name, \"alias\": column.alias, \"datatype\": column.datatype if column.datatype else dbt.type_string()}) %}\n                {% else %}\n                    {% do base_columns.append({ \"name\": column.name, \"datatype\": column.datatype if column.datatype else dbt.type_string()}) %}\n                {% endif %}\n            {% endif %}\n\n        {% else %}\n            {% if column|lower not in except_fields %}\n                {% do base_columns.append({ \"name\": column, \"datatype\": dbt.type_string()}) %}\n            {% endif %}\n        {% endif %}\n\n    {% endfor %}\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": 1768603591.3015044, "supported_languages": null}, "macro.linkedin.get_ad_analytics_by_campaign_columns": {"name": "get_ad_analytics_by_campaign_columns", "resource_type": "macro", "package_name": "linkedin", "path": "macros/staging/get_ad_analytics_by_campaign_columns.sql", "original_file_path": "macros/staging/get_ad_analytics_by_campaign_columns.sql", "unique_id": "macro.linkedin.get_ad_analytics_by_campaign_columns", "macro_sql": "{% macro get_ad_analytics_by_campaign_columns() %}\n\n{% set columns = [\n    {\"name\": \"campaign_id\", \"datatype\": dbt.type_int()},\n    {\"name\": \"clicks\", \"datatype\": dbt.type_int()},\n    {\"name\": \"cost_in_local_currency\", \"datatype\": dbt.type_numeric()},\n    {\"name\": \"cost_in_usd\", \"datatype\": dbt.type_numeric()},\n    {\"name\": \"day\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"impressions\", \"datatype\": dbt.type_int()},\n    {\"name\": \"conversion_value_in_local_currency\", \"datatype\": dbt.type_numeric()}\n] %}\n\n{{ fivetran_utils.add_pass_through_columns(columns, var('linkedin_ads__conversion_fields')) }}\n\n{# Doing it this way in case users were bringing in conversion metrics via passthrough columns prior to us adding them by default #}\n{{ linkedin_ads_add_pass_through_columns(base_columns=columns, pass_through_fields=var('linkedin_ads__campaign_passthrough_metrics'), except_fields=(var('linkedin_ads__conversion_fields') + ['conversion_value_in_local_currency'])) }}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_int", "macro.dbt.type_numeric", "macro.dbt.type_timestamp", "macro.fivetran_utils.add_pass_through_columns", "macro.linkedin.linkedin_ads_add_pass_through_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1768603591.3037186, "supported_languages": null}, "macro.linkedin.get_account_history_columns": {"name": "get_account_history_columns", "resource_type": "macro", "package_name": "linkedin", "path": "macros/staging/get_account_history_columns.sql", "original_file_path": "macros/staging/get_account_history_columns.sql", "unique_id": "macro.linkedin.get_account_history_columns", "macro_sql": "{% macro get_account_history_columns() %}\n\n{% set columns = [\n    {\"name\": \"created_time\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"currency\", \"datatype\": dbt.type_string()},\n    {\"name\": \"id\", \"datatype\": dbt.type_int()},\n    {\"name\": \"last_modified_time\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"name\", \"datatype\": dbt.type_string()},\n    {\"name\": \"status\", \"datatype\": dbt.type_string()},\n    {\"name\": \"type\", \"datatype\": dbt.type_string()},\n    {\"name\": \"version_tag\", \"datatype\": dbt.type_string()}\n] %}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["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": 1768603591.305534, "supported_languages": null}, "macro.linkedin.get_geo_columns": {"name": "get_geo_columns", "resource_type": "macro", "package_name": "linkedin", "path": "macros/staging/get_geo_columns.sql", "original_file_path": "macros/staging/get_geo_columns.sql", "unique_id": "macro.linkedin.get_geo_columns", "macro_sql": "{% macro get_geo_columns() %}\n\n{% set columns = [\n    {\"name\": \"id\", \"datatype\": dbt.type_int()},\n    {\"name\": \"value\", \"datatype\": dbt.type_string()}\n] %}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_int", "macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1768603591.306308, "supported_languages": null}, "macro.linkedin.date_from_month_string": {"name": "date_from_month_string", "resource_type": "macro", "package_name": "linkedin", "path": "macros/staging/date_from_month_string.sql", "original_file_path": "macros/staging/date_from_month_string.sql", "unique_id": "macro.linkedin.date_from_month_string", "macro_sql": "{% macro date_from_month_string(month_str) %}\n    {{ return(adapter.dispatch('date_from_month_string', 'linkedin')(month_str)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.linkedin.default__date_from_month_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1768603591.3069189, "supported_languages": null}, "macro.linkedin.default__date_from_month_string": {"name": "default__date_from_month_string", "resource_type": "macro", "package_name": "linkedin", "path": "macros/staging/date_from_month_string.sql", "original_file_path": "macros/staging/date_from_month_string.sql", "unique_id": "macro.linkedin.default__date_from_month_string", "macro_sql": "{% macro default__date_from_month_string(month_str) %}\n    to_date(\n        split_part({{ month_str }}, '-', 1) || '-' || lpad(split_part({{ month_str }}, '-', 2), 2, '0') || '-01',\n        'YYYY-MM-DD'\n    )\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1768603591.3072014, "supported_languages": null}, "macro.linkedin.bigquery__date_from_month_string": {"name": "bigquery__date_from_month_string", "resource_type": "macro", "package_name": "linkedin", "path": "macros/staging/date_from_month_string.sql", "original_file_path": "macros/staging/date_from_month_string.sql", "unique_id": "macro.linkedin.bigquery__date_from_month_string", "macro_sql": "{% macro bigquery__date_from_month_string(month_str) %}\n    parse_date('%Y-%m-%d', concat(split({{ month_str }}, '-')[offset(0)], '-', lpad(split({{ month_str }}, '-')[offset(1)], 2, '0'), '-01'))\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1768603591.3074594, "supported_languages": null}, "macro.linkedin.databricks__date_from_month_string": {"name": "databricks__date_from_month_string", "resource_type": "macro", "package_name": "linkedin", "path": "macros/staging/date_from_month_string.sql", "original_file_path": "macros/staging/date_from_month_string.sql", "unique_id": "macro.linkedin.databricks__date_from_month_string", "macro_sql": "{% macro databricks__date_from_month_string(month_str) %}\n    to_date(\n        concat(split({{ month_str }}, '-')[0], '-', lpad(split({{ month_str }}, '-')[1], 2, '0'), '-01')\n    )\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1768603591.3077118, "supported_languages": null}, "macro.linkedin.get_campaign_history_columns": {"name": "get_campaign_history_columns", "resource_type": "macro", "package_name": "linkedin", "path": "macros/staging/get_campaign_history_columns.sql", "original_file_path": "macros/staging/get_campaign_history_columns.sql", "unique_id": "macro.linkedin.get_campaign_history_columns", "macro_sql": "{% macro get_campaign_history_columns() %}\n\n{% set columns = [\n    {\"name\": \"account_id\", \"datatype\": dbt.type_int()},\n    {\"name\": \"audience_expansion_enabled\", \"datatype\": \"boolean\"},\n    {\"name\": \"campaign_group_id\", \"datatype\": dbt.type_int()},\n    {\"name\": \"cost_type\", \"datatype\": dbt.type_string()},\n    {\"name\": \"created_time\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"creative_selection\", \"datatype\": dbt.type_string()},\n    {\"name\": \"daily_budget_amount\", \"datatype\": dbt.type_float()},\n    {\"name\": \"daily_budget_currency_code\", \"datatype\": dbt.type_string()},\n    {\"name\": \"format\", \"datatype\": dbt.type_string()},\n    {\"name\": \"id\", \"datatype\": dbt.type_int()},\n    {\"name\": \"last_modified_time\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"locale_country\", \"datatype\": dbt.type_string()},\n    {\"name\": \"locale_language\", \"datatype\": dbt.type_string()},\n    {\"name\": \"name\", \"datatype\": dbt.type_string()},\n    {\"name\": \"objective_type\", \"datatype\": dbt.type_string()},\n    {\"name\": \"offsite_delivery_enabled\", \"datatype\": \"boolean\"},\n    {\"name\": \"optimization_target_type\", \"datatype\": dbt.type_string()},\n    {\"name\": \"run_schedule_end\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"run_schedule_start\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"status\", \"datatype\": dbt.type_string()},\n    {\"name\": \"type\", \"datatype\": dbt.type_string()},\n    {\"name\": \"unit_cost_amount\", \"datatype\": dbt.type_float()},\n    {\"name\": \"unit_cost_currency_code\", \"datatype\": dbt.type_string()},\n    {\"name\": \"version_tag\", \"datatype\": dbt.type_string()}\n] %}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_int", "macro.dbt.type_string", "macro.dbt.type_timestamp", "macro.dbt.type_float"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1768603591.3123412, "supported_languages": null}, "macro.linkedin.get_monthly_ad_analytics_by_member_region_columns": {"name": "get_monthly_ad_analytics_by_member_region_columns", "resource_type": "macro", "package_name": "linkedin", "path": "macros/staging/get_monthly_ad_analytics_by_member_region_columns.sql", "original_file_path": "macros/staging/get_monthly_ad_analytics_by_member_region_columns.sql", "unique_id": "macro.linkedin.get_monthly_ad_analytics_by_member_region_columns", "macro_sql": "{% macro get_monthly_ad_analytics_by_member_region_columns() %}\n\n{% set columns = [\n    {\"name\": \"campaign_id\", \"datatype\": dbt.type_int()},\n    {\"name\": \"month\", \"datatype\": dbt.type_string(), \"alias\": \"date_month\"},\n    {\"name\": \"clicks\", \"datatype\": dbt.type_int()},\n    {\"name\": \"member_region\", \"datatype\": dbt.type_int()},\n    {\"name\": \"impressions\", \"datatype\": dbt.type_int()},\n    {\"name\": \"conversion_value_in_local_currency\", \"datatype\": dbt.type_numeric()},\n    {\"name\": \"cost_in_local_currency\", \"datatype\": dbt.type_numeric()},\n    {\"name\": \"cost_in_usd\", \"datatype\": dbt.type_numeric()}\n] %}\n\n{{ fivetran_utils.add_pass_through_columns(columns, var('linkedin_ads__conversion_fields')) }}\n\n{{ linkedin_ads_add_pass_through_columns(base_columns=columns, pass_through_fields=var('linkedin_ads__monthly_ad_analytics_by_member_region_passthrough_metrics')) }}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_int", "macro.dbt.type_string", "macro.dbt.type_numeric", "macro.fivetran_utils.add_pass_through_columns", "macro.linkedin.linkedin_ads_add_pass_through_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1768603591.3145936, "supported_languages": null}, "macro.linkedin.get_monthly_ad_analytics_by_member_country_columns": {"name": "get_monthly_ad_analytics_by_member_country_columns", "resource_type": "macro", "package_name": "linkedin", "path": "macros/staging/get_monthly_ad_analytics_by_member_country_columns.sql", "original_file_path": "macros/staging/get_monthly_ad_analytics_by_member_country_columns.sql", "unique_id": "macro.linkedin.get_monthly_ad_analytics_by_member_country_columns", "macro_sql": "{% macro get_monthly_ad_analytics_by_member_country_columns() %}\n\n{% set columns = [\n    {\"name\": \"campaign_id\", \"datatype\": dbt.type_int()},\n    {\"name\": \"month\", \"datatype\": dbt.type_string(), \"alias\": \"date_month\"},\n    {\"name\": \"clicks\", \"datatype\": dbt.type_int()},\n    {\"name\": \"member_country\", \"datatype\": dbt.type_int()},\n    {\"name\": \"impressions\", \"datatype\": dbt.type_int()},\n    {\"name\": \"conversion_value_in_local_currency\", \"datatype\": dbt.type_numeric()},\n    {\"name\": \"cost_in_local_currency\", \"datatype\": dbt.type_numeric()},\n    {\"name\": \"cost_in_usd\", \"datatype\": dbt.type_numeric()}\n] %}\n\n{{ fivetran_utils.add_pass_through_columns(columns, var('linkedin_ads__conversion_fields')) }}\n\n{{ linkedin_ads_add_pass_through_columns(base_columns=columns, pass_through_fields=var('linkedin_ads__monthly_ad_analytics_by_member_country_passthrough_metrics')) }}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_int", "macro.dbt.type_string", "macro.dbt.type_numeric", "macro.fivetran_utils.add_pass_through_columns", "macro.linkedin.linkedin_ads_add_pass_through_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1768603591.316825, "supported_languages": null}, "macro.linkedin.get_campaign_group_history_columns": {"name": "get_campaign_group_history_columns", "resource_type": "macro", "package_name": "linkedin", "path": "macros/staging/get_campaign_group_history_columns.sql", "original_file_path": "macros/staging/get_campaign_group_history_columns.sql", "unique_id": "macro.linkedin.get_campaign_group_history_columns", "macro_sql": "{% macro get_campaign_group_history_columns() %}\n\n{% set columns = [\n    {\"name\": \"account_id\", \"datatype\": dbt.type_int()},\n    {\"name\": \"backfilled\", \"datatype\": \"boolean\"},\n    {\"name\": \"created_time\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"id\", \"datatype\": dbt.type_int()},\n    {\"name\": \"last_modified_time\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"name\", \"datatype\": dbt.type_string()},\n    {\"name\": \"run_schedule_end\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"run_schedule_start\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"status\", \"datatype\": dbt.type_string()}\n] %}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_int", "macro.dbt.type_timestamp", "macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1768603591.318763, "supported_languages": null}, "macro.linkedin.get_ad_analytics_by_creative_columns": {"name": "get_ad_analytics_by_creative_columns", "resource_type": "macro", "package_name": "linkedin", "path": "macros/staging/get_ad_analytics_by_creative_columns.sql", "original_file_path": "macros/staging/get_ad_analytics_by_creative_columns.sql", "unique_id": "macro.linkedin.get_ad_analytics_by_creative_columns", "macro_sql": "{% macro get_ad_analytics_by_creative_columns() %}\n\n{% set columns = [\n    {\"name\": \"clicks\", \"datatype\": dbt.type_int()},\n    {\"name\": \"cost_in_local_currency\", \"datatype\": dbt.type_numeric()},\n    {\"name\": \"cost_in_usd\", \"datatype\": dbt.type_numeric()},\n    {\"name\": \"creative_id\", \"datatype\": dbt.type_int()},\n    {\"name\": \"day\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"impressions\", \"datatype\": dbt.type_int()},\n    {\"name\": \"conversion_value_in_local_currency\", \"datatype\": dbt.type_numeric()}\n] %}\n\n{{ fivetran_utils.add_pass_through_columns(columns, var('linkedin_ads__conversion_fields')) }}\n\n{# Doing it this way in case users were bringing in conversion metrics via passthrough columns prior to us adding them by default #}\n{{ linkedin_ads_add_pass_through_columns(base_columns=columns, pass_through_fields=var('linkedin_ads__creative_passthrough_metrics'), except_fields=(var('linkedin_ads__conversion_fields') + ['conversion_value_in_local_currency'])) }}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_int", "macro.dbt.type_numeric", "macro.dbt.type_timestamp", "macro.fivetran_utils.add_pass_through_columns", "macro.linkedin.linkedin_ads_add_pass_through_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1768603591.3210728, "supported_languages": null}, "macro.linkedin.linkedin_ads_fill_pass_through_columns": {"name": "linkedin_ads_fill_pass_through_columns", "resource_type": "macro", "package_name": "linkedin", "path": "macros/staging/linkedin_ads_fill_pass_through_columns.sql", "original_file_path": "macros/staging/linkedin_ads_fill_pass_through_columns.sql", "unique_id": "macro.linkedin.linkedin_ads_fill_pass_through_columns", "macro_sql": "{% macro linkedin_ads_fill_pass_through_columns(pass_through_fields, except=[]) %}\n\n{% if pass_through_fields %}\n    {% for field in pass_through_fields %}\n        {% if (field.alias if field.alias else field.name) not in except %}\n            {% if field.transform_sql %}\n                , coalesce(cast({{ field.transform_sql }} as {{ dbt.type_float() }}), 0) as {{ field.alias if field.alias else field.name }}\n            {% else %}\n                , coalesce(cast({{ field.alias if field.alias else field.name }} as {{ dbt.type_float() }}), 0) as {{ field.alias if field.alias else field.name }}\n            {% endif %}\n        {% endif %}\n    {% endfor %}\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_float"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1768603591.3227541, "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": 1768603591.3236005, "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": 1768603591.3255599, "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": 1768603591.326369, "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": 1768603591.3267, "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": 1768603591.32704, "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": 1768603591.3273683, "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": 1768603591.3276875, "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": 1768603591.3280466, "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": 1768603591.329508, "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": 1768603591.3304677, "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": 1768603591.3318002, "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": 1768603591.3327684, "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": 1768603591.3332355, "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": 1768603591.3338099, "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": 1768603591.3342304, "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": 1768603591.3356996, "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": 1768603591.336291, "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": 1768603591.3368728, "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": 1768603591.3375587, "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": 1768603591.3381598, "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": 1768603591.3387187, "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": 1768603591.341302, "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": 1768603591.3419447, "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": 1768603591.3425736, "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": 1768603591.3431523, "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": 1768603591.3466165, "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": 1768603591.3473847, "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": 1768603591.3485312, "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": 1768603591.3490791, "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": 1768603591.3495858, "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": 1768603591.350104, "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": 1768603591.3505926, "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": 1768603591.3511531, "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": 1768603591.351678, "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": 1768603591.3521774, "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": 1768603591.354275, "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": 1768603591.355402, "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": 1768603591.361044, "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": 1768603591.3617303, "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": 1768603591.3623357, "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": 1768603591.3626277, "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": 1768603591.3630393, "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": 1768603591.3635159, "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": 1768603591.3637254, "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": 1768603591.3639286, "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": 1768603591.3664432, "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": 1768603591.3673751, "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": 1768603591.369717, "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": 1768603591.3704896, "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": 1768603591.3714435, "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": 1768603591.3717215, "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": 1768603591.3722718, "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": 1768603591.3728156, "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": 1768603591.3731186, "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": 1768603591.3733726, "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": 1768603591.373622, "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": 1768603591.373871, "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": 1768603591.3746417, "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": 1768603591.3749115, "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": 1768603591.375189, "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": 1768603591.3754497, "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": 1768603591.375719, "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": 1768603591.3770592, "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": 1768603591.3784974, "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": 1768603591.3797002, "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": 1768603591.381622, "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": 1768603591.3822503, "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": 1768603591.3824744, "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": 1768603591.3827012, "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": 1768603591.3829129, "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": 1768603591.3831367, "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": 1768603591.3838744, "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": 1768603591.3842993, "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": 1768603591.3847363, "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": 1768603591.385211, "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": 1768603591.385424, "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": 1768603591.3856268, "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": 1768603591.3879118, "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": 1768603591.396648, "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": 1768603591.3974378, "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": 1768603591.3984547, "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": 1768603591.3988051, "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": 1768603591.400384, "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": 1768603591.4015572, "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": 1768603591.4023125, "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": 1768603591.403038, "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": 1768603591.4041328, "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": 1768603591.4049408, "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": 1768603591.4052877, "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": 1768603591.4056122, "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": 1768603591.4059346, "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": 1768603591.4062376, "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": 1768603591.4065585, "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"}, "doc.linkedin.source_relation": {"name": "source_relation", "resource_type": "doc", "package_name": "linkedin", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.linkedin.source_relation", "block_contents": "The source of the record if the unioning functionality is being used. If not this field will be empty."}}, "exposures": {}, "metrics": {}, "groups": {}, "selectors": {}, "disabled": {"test.linkedin_integration_tests.consistency_campaign_group_report": [{"database": "postgres", "schema": "public_dbt_test__audit", "name": "consistency_campaign_group_report", "resource_type": "test", "package_name": "linkedin_integration_tests", "path": "consistency/consistency_campaign_group_report.sql", "original_file_path": "tests/consistency/consistency_campaign_group_report.sql", "unique_id": "test.linkedin_integration_tests.consistency_campaign_group_report", "fqn": ["linkedin_integration_tests", "consistency", "consistency_campaign_group_report"], "alias": "consistency_campaign_group_report", "checksum": {"name": "sha256", "checksum": "56016ee7ab3637e3f9bbe80947384124efda431106cfd653447079584a5311a3"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "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": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"tags": "fivetran_validations", "enabled": false}, "created_at": 1768603592.1418166, "relation_name": null, "raw_code": "{{ config(\n    tags=\"fivetran_validations\",\n    enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\nwith prod as (\n    select\n        campaign_group_id,\n        sum(clicks) as clicks, \n        sum(impressions) as impressions,\n        sum(cost) as cost,\n        sum(total_conversions) as total_conversions,\n        sum(conversion_value_in_local_currency) as conversion_value_in_local_currency\n    from {{ target.schema }}_linkedin_prod.linkedin_ads__campaign_group_report\n    group by 1\n),\n\ndev as (\n    select\n        campaign_group_id,\n        sum(clicks) as clicks, \n        sum(impressions) as impressions,\n        sum(cost) as cost,\n        sum(total_conversions) as total_conversions,\n        sum(conversion_value_in_local_currency) as conversion_value_in_local_currency\n    from {{ target.schema }}_linkedin_dev.linkedin_ads__campaign_group_report\n    group by 1\n),\n\nfinal as (\n    select \n        prod.campaign_group_id,\n        prod.clicks as prod_clicks,\n        dev.clicks as dev_clicks,\n        prod.impressions as prod_impressions,\n        dev.impressions as dev_impressions,\n        prod.cost as prod_cost,\n        dev.cost as dev_cost,\n        prod.total_conversions as prod_total_conversions,\n        dev.total_conversions as dev_total_conversions,\n        prod.conversion_value_in_local_currency as prod_conversion_value_in_local_currency,\n        dev.conversion_value_in_local_currency as dev_conversion_value_in_local_currency\n    from prod\n    full outer join dev \n        on dev.campaign_group_id = prod.campaign_group_id\n)\n\nselect *\nfrom final\nwhere\n    abs(prod_clicks - dev_clicks) >= .01\n    or abs(prod_impressions - dev_impressions) >= .01\n    or abs(prod_cost - dev_cost) >= .01\n    or abs(prod_total_conversions - dev_total_conversions) >= .01\n    or abs(prod_conversion_value_in_local_currency - dev_conversion_value_in_local_currency) >= .01", "doc_blocks": [], "language": "sql", "refs": [], "sources": [], "metrics": [], "functions": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.linkedin_integration_tests.consistency_account_report": [{"database": "postgres", "schema": "public_dbt_test__audit", "name": "consistency_account_report", "resource_type": "test", "package_name": "linkedin_integration_tests", "path": "consistency/consistency_account_report.sql", "original_file_path": "tests/consistency/consistency_account_report.sql", "unique_id": "test.linkedin_integration_tests.consistency_account_report", "fqn": ["linkedin_integration_tests", "consistency", "consistency_account_report"], "alias": "consistency_account_report", "checksum": {"name": "sha256", "checksum": "d325892443666d64250fadd41a6b227cec0699515dd36ef22ae5365b4be5b9a2"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "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": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"tags": "fivetran_validations", "enabled": false}, "created_at": 1768603592.1747797, "relation_name": null, "raw_code": "{{ config(\n    tags=\"fivetran_validations\",\n    enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\nwith prod as (\n    select\n        account_id,\n        sum(clicks) as clicks, \n        sum(impressions) as impressions,\n        sum(cost) as cost,\n        sum(total_conversions) as total_conversions,\n        sum(conversion_value_in_local_currency) as conversion_value_in_local_currency\n    from {{ target.schema }}_linkedin_prod.linkedin_ads__account_report\n    group by 1\n),\n\ndev as (\n    select\n        account_id,\n        sum(clicks) as clicks, \n        sum(impressions) as impressions,\n        sum(cost) as cost,\n        sum(total_conversions) as total_conversions,\n        sum(conversion_value_in_local_currency) as conversion_value_in_local_currency\n    from {{ target.schema }}_linkedin_dev.linkedin_ads__account_report\n    group by 1\n),\n\nfinal as (\n    select \n        prod.account_id,\n        prod.clicks as prod_clicks,\n        dev.clicks as dev_clicks,\n        prod.impressions as prod_impressions,\n        dev.impressions as dev_impressions,\n        prod.cost as prod_cost,\n        dev.cost as dev_cost,\n        prod.total_conversions as prod_total_conversions,\n        dev.total_conversions as dev_total_conversions,\n        prod.conversion_value_in_local_currency as prod_conversion_value_in_local_currency,\n        dev.conversion_value_in_local_currency as dev_conversion_value_in_local_currency\n    from prod\n    full outer join dev \n        on dev.account_id = prod.account_id\n)\n\nselect *\nfrom final\nwhere\n    abs(prod_clicks - dev_clicks) >= .01\n    or abs(prod_impressions - dev_impressions) >= .01\n    or abs(prod_cost - dev_cost) >= .01\n    or abs(prod_total_conversions - dev_total_conversions) >= .01\n    or abs(prod_conversion_value_in_local_currency - dev_conversion_value_in_local_currency) >= .01", "doc_blocks": [], "language": "sql", "refs": [], "sources": [], "metrics": [], "functions": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.linkedin_integration_tests.consistency_creative_report": [{"database": "postgres", "schema": "public_dbt_test__audit", "name": "consistency_creative_report", "resource_type": "test", "package_name": "linkedin_integration_tests", "path": "consistency/consistency_creative_report.sql", "original_file_path": "tests/consistency/consistency_creative_report.sql", "unique_id": "test.linkedin_integration_tests.consistency_creative_report", "fqn": ["linkedin_integration_tests", "consistency", "consistency_creative_report"], "alias": "consistency_creative_report", "checksum": {"name": "sha256", "checksum": "0662a63562538c1464d161dd2192a8c2a51391e33de41fae90220d4be3bf6bc2"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "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": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"tags": "fivetran_validations", "enabled": false}, "created_at": 1768603592.1804466, "relation_name": null, "raw_code": "{{ config(\n    tags=\"fivetran_validations\",\n    enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\nwith prod as (\n    select\n        creative_id,\n        sum(clicks) as clicks, \n        sum(impressions) as impressions,\n        sum(cost) as cost,\n        sum(total_conversions) as total_conversions,\n        sum(conversion_value_in_local_currency) as conversion_value_in_local_currency\n    from {{ target.schema }}_linkedin_prod.linkedin_ads__creative_report\n    group by 1\n),\n\ndev as (\n    select\n        creative_id,\n        sum(clicks) as clicks, \n        sum(impressions) as impressions,\n        sum(cost) as cost,\n        sum(total_conversions) as total_conversions,\n        sum(conversion_value_in_local_currency) as conversion_value_in_local_currency\n    from {{ target.schema }}_linkedin_dev.linkedin_ads__creative_report\n    group by 1\n),\n\nfinal as (\n    select \n        prod.creative_id,\n        prod.clicks as prod_clicks,\n        dev.clicks as dev_clicks,\n        prod.impressions as prod_impressions,\n        dev.impressions as dev_impressions,\n        prod.cost as prod_cost,\n        dev.cost as dev_cost,\n        prod.total_conversions as prod_total_conversions,\n        dev.total_conversions as dev_total_conversions,\n        prod.conversion_value_in_local_currency as prod_conversion_value_in_local_currency,\n        dev.conversion_value_in_local_currency as dev_conversion_value_in_local_currency\n    from prod\n    full outer join dev \n        on dev.creative_id = prod.creative_id\n)\n\nselect *\nfrom final\nwhere\n    abs(prod_clicks - dev_clicks) >= .01\n    or abs(prod_impressions - dev_impressions) >= .01\n    or abs(prod_cost - dev_cost) >= .01\n    or abs(prod_total_conversions - dev_total_conversions) >= .01\n    or abs(prod_conversion_value_in_local_currency - dev_conversion_value_in_local_currency) >= .01", "doc_blocks": [], "language": "sql", "refs": [], "sources": [], "metrics": [], "functions": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.linkedin_integration_tests.consistency_url_report": [{"database": "postgres", "schema": "public_dbt_test__audit", "name": "consistency_url_report", "resource_type": "test", "package_name": "linkedin_integration_tests", "path": "consistency/consistency_url_report.sql", "original_file_path": "tests/consistency/consistency_url_report.sql", "unique_id": "test.linkedin_integration_tests.consistency_url_report", "fqn": ["linkedin_integration_tests", "consistency", "consistency_url_report"], "alias": "consistency_url_report", "checksum": {"name": "sha256", "checksum": "000f586e2b5833927f046250578e34916eb9c90169428e3847934cfbb64ad0f0"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "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": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"tags": "fivetran_validations", "enabled": false}, "created_at": 1768603592.1860049, "relation_name": null, "raw_code": "{{ config(\n    tags=\"fivetran_validations\",\n    enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\nwith prod as (\n    select\n        creative_id,\n        sum(clicks) as clicks, \n        sum(impressions) as impressions,\n        sum(cost) as cost,\n        sum(total_conversions) as total_conversions,\n        sum(conversion_value_in_local_currency) as conversion_value_in_local_currency\n    from {{ target.schema }}_linkedin_prod.linkedin_ads__url_report\n    group by 1\n),\n\ndev as (\n    select\n        creative_id,\n        sum(clicks) as clicks, \n        sum(impressions) as impressions,\n        sum(cost) as cost,\n        sum(total_conversions) as total_conversions,\n        sum(conversion_value_in_local_currency) as conversion_value_in_local_currency\n    from {{ target.schema }}_linkedin_dev.linkedin_ads__url_report\n    group by 1\n),\n\nfinal as (\n    select \n        prod.creative_id,\n        prod.clicks as prod_clicks,\n        dev.clicks as dev_clicks,\n        prod.impressions as prod_impressions,\n        dev.impressions as dev_impressions,\n        prod.cost as prod_cost,\n        dev.cost as dev_cost,\n        prod.total_conversions as prod_total_conversions,\n        dev.total_conversions as dev_total_conversions,\n        prod.conversion_value_in_local_currency as prod_conversion_value_in_local_currency,\n        dev.conversion_value_in_local_currency as dev_conversion_value_in_local_currency\n    from prod\n    full outer join dev \n        on dev.creative_id = prod.creative_id\n)\n\nselect *\nfrom final\nwhere\n    abs(prod_clicks - dev_clicks) >= .01\n    or abs(prod_impressions - dev_impressions) >= .01\n    or abs(prod_cost - dev_cost) >= .01\n    or abs(prod_total_conversions - dev_total_conversions) >= .01\n    or abs(prod_conversion_value_in_local_currency - dev_conversion_value_in_local_currency) >= .01", "doc_blocks": [], "language": "sql", "refs": [], "sources": [], "metrics": [], "functions": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.linkedin_integration_tests.consistency_campaign_report": [{"database": "postgres", "schema": "public_dbt_test__audit", "name": "consistency_campaign_report", "resource_type": "test", "package_name": "linkedin_integration_tests", "path": "consistency/consistency_campaign_report.sql", "original_file_path": "tests/consistency/consistency_campaign_report.sql", "unique_id": "test.linkedin_integration_tests.consistency_campaign_report", "fqn": ["linkedin_integration_tests", "consistency", "consistency_campaign_report"], "alias": "consistency_campaign_report", "checksum": {"name": "sha256", "checksum": "56bd5a3eabb442533ec9fc0cc71974429208c8cbfc93542700579286ff04c463"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "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": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"tags": "fivetran_validations", "enabled": false}, "created_at": 1768603592.1916351, "relation_name": null, "raw_code": "{{ config(\n    tags=\"fivetran_validations\",\n    enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\nwith prod as (\n    select\n        campaign_id,\n        sum(clicks) as clicks, \n        sum(impressions) as impressions,\n        sum(cost) as cost,\n        sum(total_conversions) as total_conversions,\n        sum(conversion_value_in_local_currency) as conversion_value_in_local_currency\n    from {{ target.schema }}_linkedin_prod.linkedin_ads__campaign_report\n    group by 1\n),\n\ndev as (\n    select\n        campaign_id,\n        sum(clicks) as clicks, \n        sum(impressions) as impressions,\n        sum(cost) as cost,\n        sum(total_conversions) as total_conversions,\n        sum(conversion_value_in_local_currency) as conversion_value_in_local_currency\n    from {{ target.schema }}_linkedin_dev.linkedin_ads__campaign_report\n    group by 1\n),\n\nfinal as (\n    select \n        prod.campaign_id,\n        prod.clicks as prod_clicks,\n        dev.clicks as dev_clicks,\n        prod.impressions as prod_impressions,\n        dev.impressions as dev_impressions,\n        prod.cost as prod_cost,\n        dev.cost as dev_cost,\n        prod.total_conversions as prod_total_conversions,\n        dev.total_conversions as dev_total_conversions,\n        prod.conversion_value_in_local_currency as prod_conversion_value_in_local_currency,\n        dev.conversion_value_in_local_currency as dev_conversion_value_in_local_currency\n    from prod\n    full outer join dev \n        on dev.campaign_id = prod.campaign_id\n)\n\nselect *\nfrom final\nwhere\n    abs(prod_clicks - dev_clicks) >= .01\n    or abs(prod_impressions - dev_impressions) >= .01\n    or abs(prod_cost - dev_cost) >= .01\n    or abs(prod_total_conversions - dev_total_conversions) >= .01\n    or abs(prod_conversion_value_in_local_currency - dev_conversion_value_in_local_currency) >= .01", "doc_blocks": [], "language": "sql", "refs": [], "sources": [], "metrics": [], "functions": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.linkedin_integration_tests.vertical_sum_monthly_country_report": [{"database": "postgres", "schema": "public_dbt_test__audit", "name": "vertical_sum_monthly_country_report", "resource_type": "test", "package_name": "linkedin_integration_tests", "path": "integrity/vertical_sum_monthly_country_report.sql", "original_file_path": "tests/integrity/vertical_sum_monthly_country_report.sql", "unique_id": "test.linkedin_integration_tests.vertical_sum_monthly_country_report", "fqn": ["linkedin_integration_tests", "integrity", "vertical_sum_monthly_country_report"], "alias": "vertical_sum_monthly_country_report", "checksum": {"name": "sha256", "checksum": "45a94a7d54cb5e465b96e41217f0828157483db55c4e117f5c461370b0e352a8"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "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": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"tags": "fivetran_validations", "enabled": false}, "created_at": 1768603592.1973124, "relation_name": null, "raw_code": "{{ config(\n    tags=\"fivetran_validations\",\n    enabled=var('fivetran_validation_tests_enabled', false) and fivetran_utils.enabled_vars(['ad_reporting__linkedin_ads_enabled','linkedin_ads__using_geo','linkedin_ads__using_monthly_ad_analytics_by_member_country'])\n) }}\n\nwith staging as (\n    select \n        campaign_id,\n        count(campaign_id) as count_campaign,\n        count(distinct date_month) as count_unique_months,\n        sum(impressions) as total_impressions,\n        sum(clicks) as total_clicks, \n        sum(cost) as total_cost, \n        sum(conversion_value_in_local_currency) as total_conversion_value\n    from {{ ref('stg_linkedin_ads__monthly_ad_analytics_by_country') }}\n    group by 1\n),\n\nend_model as (\n    select \n        campaign_id,\n        count(campaign_id) as count_campaign,\n        count(distinct date_month) as count_unique_months,\n        sum(impressions) as total_impressions,\n        sum(clicks) as total_clicks, \n        sum(cost) as total_cost, \n        sum(conversion_value_in_local_currency) as total_conversion_value\n    from {{ ref('linkedin_ads__monthly_campaign_country_report') }}\n    group by 1\n),\n\ncombined as (\n    select \n        end_model.campaign_id,\n        end_model.count_campaign as end_count_campaign,\n        staging.count_campaign as staging_count_campaign,\n        end_model.count_unique_months as end_count_unique_months,\n        staging.count_unique_months as staging_count_unique_months,\n        end_model.total_impressions as end_total_impressions,\n        staging.total_impressions as staging_total_impressions,\n        end_model.total_clicks as end_total_clicks,\n        staging.total_clicks as staging_total_clicks,\n        end_model.total_cost as end_total_cost,\n        staging.total_cost as staging_total_cost,\n        end_model.total_conversion_value as end_total_conversion_value,\n        staging.total_conversion_value as staging_total_conversion_value\n    from end_model\n    full outer join staging\n        on end_model.campaign_id = staging.campaign_id\n)\n\nselect *\nfrom combined\nwhere end_count_campaign != staging_count_campaign or\n    end_count_unique_months != staging_count_unique_months or\n    end_total_impressions != staging_total_impressions or\n    end_total_clicks != staging_total_clicks or\n    abs(end_total_cost - staging_total_cost) > 0.01 or\n    abs(end_total_conversion_value - staging_total_conversion_value) > 0.01", "doc_blocks": [], "language": "sql", "refs": [{"name": "stg_linkedin_ads__monthly_ad_analytics_by_country", "package": null, "version": null}, {"name": "linkedin_ads__monthly_campaign_country_report", "package": null, "version": null}], "sources": [], "metrics": [], "functions": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.linkedin_integration_tests.horizontal_sum_conversion_value": [{"database": "postgres", "schema": "public_dbt_test__audit", "name": "horizontal_sum_conversion_value", "resource_type": "test", "package_name": "linkedin_integration_tests", "path": "integrity/horizontal_sum_conversion_value.sql", "original_file_path": "tests/integrity/horizontal_sum_conversion_value.sql", "unique_id": "test.linkedin_integration_tests.horizontal_sum_conversion_value", "fqn": ["linkedin_integration_tests", "integrity", "horizontal_sum_conversion_value"], "alias": "horizontal_sum_conversion_value", "checksum": {"name": "sha256", "checksum": "1d2108944f53052a9046efcd3f4547871d7547834386067250263d5b4a4d4107"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "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": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"tags": "fivetran_validations", "enabled": false}, "created_at": 1768603592.2044437, "relation_name": null, "raw_code": "{{ config(\n    tags=\"fivetran_validations\",\n    enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\nwith creative_report as (\n\n    select \n        sum(conversion_value_in_local_currency) as total_value\n    from {{ ref('linkedin_ads__creative_report') }}\n),\n\naccount_report as (\n\n    select \n        sum(conversion_value_in_local_currency) as total_value\n    from {{ ref('linkedin_ads__account_report') }}\n),\n\ncampaign_group_report as (\n\n    select \n        sum(conversion_value_in_local_currency) as total_value\n    from {{ ref('linkedin_ads__campaign_group_report') }}\n),\n\ncampaign_report as (\n\n    select \n        sum(conversion_value_in_local_currency) as total_value\n    from {{ ref('linkedin_ads__campaign_report') }}\n),\n\nurl_report as (\n\n    select \n        sum(conversion_value_in_local_currency) as total_value\n    from {{ ref('linkedin_ads__url_report') }}\n),\n\ncreative_w_url_report as (\n\n    select \n        sum(creatives.conversion_value_in_local_currency) as total_value\n    from {{ ref('linkedin_ads__creative_report') }} creatives \n    join {{ ref('linkedin_ads__url_report') }} urls \n        on creatives.creative_id = urls.creative_id\n        and creatives.date_day = urls.date_day\n)\n\nselect \n    'creative vs account' as comparison\nfrom creative_report\njoin account_report on true\nwhere creative_report.total_value != account_report.total_value\n\nunion all \n\nselect \n    'creative vs campaign group' as comparison\nfrom creative_report\njoin campaign_group_report on true\nwhere creative_report.total_value != campaign_group_report.total_value\n\nunion all \n\nselect \n    'creative vs campaign' as comparison\nfrom creative_report\njoin campaign_report on true\nwhere creative_report.total_value != campaign_report.total_value\n\nunion all \n\nselect \n    'creative vs url' as comparison\nfrom creative_report\njoin creative_w_url_report on true\nwhere creative_report.total_value != creative_w_url_report.total_value", "doc_blocks": [], "language": "sql", "refs": [{"name": "linkedin_ads__creative_report", "package": null, "version": null}, {"name": "linkedin_ads__account_report", "package": null, "version": null}, {"name": "linkedin_ads__campaign_group_report", "package": null, "version": null}, {"name": "linkedin_ads__campaign_report", "package": null, "version": null}, {"name": "linkedin_ads__url_report", "package": null, "version": null}, {"name": "linkedin_ads__creative_report", "package": null, "version": null}, {"name": "linkedin_ads__url_report", "package": null, "version": null}], "sources": [], "metrics": [], "functions": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.linkedin_integration_tests.vertical_sum_monthly_region_report": [{"database": "postgres", "schema": "public_dbt_test__audit", "name": "vertical_sum_monthly_region_report", "resource_type": "test", "package_name": "linkedin_integration_tests", "path": "integrity/vertical_sum_monthly_region_report.sql", "original_file_path": "tests/integrity/vertical_sum_monthly_region_report.sql", "unique_id": "test.linkedin_integration_tests.vertical_sum_monthly_region_report", "fqn": ["linkedin_integration_tests", "integrity", "vertical_sum_monthly_region_report"], "alias": "vertical_sum_monthly_region_report", "checksum": {"name": "sha256", "checksum": "1c339f74ac4d7db81b421d26879325663a4e11da0d08cdd513d1a5bc9bcdb78c"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "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": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"tags": "fivetran_validations", "enabled": false}, "created_at": 1768603592.211571, "relation_name": null, "raw_code": "{{ config(\n    tags=\"fivetran_validations\",\n    enabled=var('fivetran_validation_tests_enabled', false) and fivetran_utils.enabled_vars(['ad_reporting__linkedin_ads_enabled','linkedin_ads__using_geo','linkedin_ads__using_monthly_ad_analytics_by_member_region'])\n) }}\n\nwith staging as (\n    select \n        campaign_id,\n        count(campaign_id) as count_campaign,\n        count(distinct date_month) as count_unique_months,\n        sum(impressions) as total_impressions,\n        sum(clicks) as total_clicks, \n        sum(cost) as total_cost, \n        sum(conversion_value_in_local_currency) as total_conversion_value\n    from {{ ref('stg_linkedin_ads__monthly_ad_analytics_by_region') }}\n    group by 1\n),\n\nend_model as (\n    select \n        campaign_id,\n        count(campaign_id) as count_campaign,\n        count(distinct date_month) as count_unique_months,\n        sum(impressions) as total_impressions,\n        sum(clicks) as total_clicks, \n        sum(cost) as total_cost, \n        sum(conversion_value_in_local_currency) as total_conversion_value\n    from {{ ref('linkedin_ads__monthly_campaign_region_report') }}\n    group by 1\n),\n\ncombined as (\n    select \n        end_model.campaign_id,\n        end_model.count_campaign as end_count_campaign,\n        staging.count_campaign as staging_count_campaign,\n        end_model.count_unique_months as end_count_unique_months,\n        staging.count_unique_months as staging_count_unique_months,\n        end_model.total_impressions as end_total_impressions,\n        staging.total_impressions as staging_total_impressions,\n        end_model.total_clicks as end_total_clicks,\n        staging.total_clicks as staging_total_clicks,\n        end_model.total_cost as end_total_cost,\n        staging.total_cost as staging_total_cost,\n        end_model.total_conversion_value as end_total_conversion_value,\n        staging.total_conversion_value as staging_total_conversion_value\n    from end_model\n    full outer join staging\n        on end_model.campaign_id = staging.campaign_id\n)\n\nselect *\nfrom combined\nwhere end_count_campaign != staging_count_campaign or\n    end_count_unique_months != staging_count_unique_months or\n    end_total_impressions != staging_total_impressions or\n    end_total_clicks != staging_total_clicks or\n    abs(end_total_cost - staging_total_cost) > 0.01 or\n    abs(end_total_conversion_value - staging_total_conversion_value) > 0.01", "doc_blocks": [], "language": "sql", "refs": [{"name": "stg_linkedin_ads__monthly_ad_analytics_by_region", "package": null, "version": null}, {"name": "linkedin_ads__monthly_campaign_region_report", "package": null, "version": null}], "sources": [], "metrics": [], "functions": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}]}, "parent_map": {"seed.linkedin_integration_tests.linkedin_campaign_history_data": [], "seed.linkedin_integration_tests.linkedin_ad_analytics_by_creative_data": [], "seed.linkedin_integration_tests.linkedin_geo_data": [], "seed.linkedin_integration_tests.linkedin_monthly_ad_analytics_by_member_country_data": [], "seed.linkedin_integration_tests.linkedin_account_history_data": [], "seed.linkedin_integration_tests.linkedin_creative_history_data": [], "seed.linkedin_integration_tests.linkedin_monthly_ad_analytics_by_member_region_data": [], "seed.linkedin_integration_tests.linkedin_campaign_group_history_data": [], "seed.linkedin_integration_tests.linkedin_ad_analytics_by_campaign_data": [], "model.linkedin.linkedin_ads__creative_report": ["model.linkedin.stg_linkedin_ads__account_history", "model.linkedin.stg_linkedin_ads__ad_analytics_by_creative", "model.linkedin.stg_linkedin_ads__campaign_group_history", "model.linkedin.stg_linkedin_ads__campaign_history", "model.linkedin.stg_linkedin_ads__creative_history"], "model.linkedin.linkedin_ads__monthly_campaign_country_report": ["model.linkedin.stg_linkedin_ads__account_history", "model.linkedin.stg_linkedin_ads__campaign_group_history", "model.linkedin.stg_linkedin_ads__campaign_history", "model.linkedin.stg_linkedin_ads__geo", "model.linkedin.stg_linkedin_ads__monthly_ad_analytics_by_country"], "model.linkedin.linkedin_ads__account_report": ["model.linkedin.stg_linkedin_ads__account_history", "model.linkedin.stg_linkedin_ads__ad_analytics_by_campaign", "model.linkedin.stg_linkedin_ads__campaign_history"], "model.linkedin.linkedin_ads__campaign_group_report": ["model.linkedin.stg_linkedin_ads__account_history", "model.linkedin.stg_linkedin_ads__ad_analytics_by_campaign", "model.linkedin.stg_linkedin_ads__campaign_group_history", "model.linkedin.stg_linkedin_ads__campaign_history"], "model.linkedin.linkedin_ads__campaign_report": ["model.linkedin.stg_linkedin_ads__account_history", "model.linkedin.stg_linkedin_ads__ad_analytics_by_campaign", "model.linkedin.stg_linkedin_ads__campaign_group_history", "model.linkedin.stg_linkedin_ads__campaign_history"], "model.linkedin.linkedin_ads__url_report": ["model.linkedin.stg_linkedin_ads__account_history", "model.linkedin.stg_linkedin_ads__ad_analytics_by_creative", "model.linkedin.stg_linkedin_ads__campaign_group_history", "model.linkedin.stg_linkedin_ads__campaign_history", "model.linkedin.stg_linkedin_ads__creative_history"], "model.linkedin.linkedin_ads__monthly_campaign_region_report": ["model.linkedin.stg_linkedin_ads__account_history", "model.linkedin.stg_linkedin_ads__campaign_group_history", "model.linkedin.stg_linkedin_ads__campaign_history", "model.linkedin.stg_linkedin_ads__geo", "model.linkedin.stg_linkedin_ads__monthly_ad_analytics_by_region"], "model.linkedin.stg_linkedin_ads__ad_analytics_by_campaign": ["model.linkedin.stg_linkedin_ads__ad_analytics_by_campaign_tmp"], "model.linkedin.stg_linkedin_ads__campaign_history": ["model.linkedin.stg_linkedin_ads__campaign_history_tmp"], "model.linkedin.stg_linkedin_ads__monthly_ad_analytics_by_region": ["model.linkedin.stg_linkedin_ads__monthly_ad_analytics_by_region_tmp"], "model.linkedin.stg_linkedin_ads__geo": ["model.linkedin.stg_linkedin_ads__geo_tmp"], "model.linkedin.stg_linkedin_ads__account_history": ["model.linkedin.stg_linkedin_ads__account_history_tmp"], "model.linkedin.stg_linkedin_ads__ad_analytics_by_creative": ["model.linkedin.stg_linkedin_ads__ad_analytics_by_creative_tmp"], "model.linkedin.stg_linkedin_ads__creative_history": ["model.linkedin.stg_linkedin_ads__creative_history_tmp"], "model.linkedin.stg_linkedin_ads__campaign_group_history": ["model.linkedin.stg_linkedin_ads__campaign_group_history_tmp"], "model.linkedin.stg_linkedin_ads__monthly_ad_analytics_by_country": ["model.linkedin.stg_linkedin_ads__monthly_ad_analytics_by_country_tmp"], "model.linkedin.stg_linkedin_ads__campaign_group_history_tmp": ["source.linkedin.linkedin_ads.campaign_group_history"], "model.linkedin.stg_linkedin_ads__account_history_tmp": ["source.linkedin.linkedin_ads.account_history"], "model.linkedin.stg_linkedin_ads__monthly_ad_analytics_by_region_tmp": ["source.linkedin.linkedin_ads.monthly_ad_analytics_by_member_region"], "model.linkedin.stg_linkedin_ads__campaign_history_tmp": ["source.linkedin.linkedin_ads.campaign_history"], "model.linkedin.stg_linkedin_ads__monthly_ad_analytics_by_country_tmp": ["source.linkedin.linkedin_ads.monthly_ad_analytics_by_member_country"], "model.linkedin.stg_linkedin_ads__ad_analytics_by_campaign_tmp": ["source.linkedin.linkedin_ads.ad_analytics_by_campaign"], "model.linkedin.stg_linkedin_ads__geo_tmp": ["source.linkedin.linkedin_ads.geo"], "model.linkedin.stg_linkedin_ads__ad_analytics_by_creative_tmp": ["source.linkedin.linkedin_ads.ad_analytics_by_creative"], "model.linkedin.stg_linkedin_ads__creative_history_tmp": ["source.linkedin.linkedin_ads.creative_history"], "test.linkedin.not_null_linkedin_ads__account_report_account_id.0c34ea1842": ["model.linkedin.linkedin_ads__account_report"], "test.linkedin.not_null_linkedin_ads__account_report_date_day.c4b33f8f53": ["model.linkedin.linkedin_ads__account_report"], "test.linkedin.not_null_linkedin_ads__campaign_report_date_day.8d320b88b1": ["model.linkedin.linkedin_ads__campaign_report"], "test.linkedin.not_null_linkedin_ads__campaign_report_campaign_id.bf43964b15": ["model.linkedin.linkedin_ads__campaign_report"], "test.linkedin.not_null_linkedin_ads__campaign_group_report_date_day.2676a1f76b": ["model.linkedin.linkedin_ads__campaign_group_report"], "test.linkedin.not_null_linkedin_ads__campaign_group_report_campaign_group_id.39b448cdaf": ["model.linkedin.linkedin_ads__campaign_group_report"], "test.linkedin.not_null_linkedin_ads__creative_report_date_day.0c6338b020": ["model.linkedin.linkedin_ads__creative_report"], "test.linkedin.not_null_linkedin_ads__creative_report_creative_id.096d93f889": ["model.linkedin.linkedin_ads__creative_report"], "test.linkedin.not_null_linkedin_ads__url_report_date_day.48b540f315": ["model.linkedin.linkedin_ads__url_report"], "test.linkedin.not_null_linkedin_ads__url_report_creative_id.83967fe9d2": ["model.linkedin.linkedin_ads__url_report"], "test.linkedin.not_null_linkedin_ads__url_report_click_uri.81534087cb": ["model.linkedin.linkedin_ads__url_report"], "test.linkedin.not_null_linkedin_ads__monthly_campaign_country_report_date_month.ab0a8d3050": ["model.linkedin.linkedin_ads__monthly_campaign_country_report"], "test.linkedin.not_null_linkedin_ads__monthly_campaign_country_report_campaign_id.4624641c1c": ["model.linkedin.linkedin_ads__monthly_campaign_country_report"], "test.linkedin.not_null_linkedin_ads__monthly_campaign_region_report_date_month.4fd809085e": ["model.linkedin.linkedin_ads__monthly_campaign_region_report"], "test.linkedin.not_null_linkedin_ads__monthly_campaign_region_report_campaign_id.5884bc5d68": ["model.linkedin.linkedin_ads__monthly_campaign_region_report"], "test.linkedin.not_null_stg_linkedin_ads__ad_analytics_by_creative_creative_id.062abfe14b": ["model.linkedin.stg_linkedin_ads__ad_analytics_by_creative"], "test.linkedin.not_null_stg_linkedin_ads__ad_analytics_by_creative_date_day.cb81bc4766": ["model.linkedin.stg_linkedin_ads__ad_analytics_by_creative"], "test.linkedin.not_null_stg_linkedin_ads__ad_analytics_by_campaign_campaign_id.d6ae242f1a": ["model.linkedin.stg_linkedin_ads__ad_analytics_by_campaign"], "test.linkedin.not_null_stg_linkedin_ads__ad_analytics_by_campaign_date_day.ef97bed766": ["model.linkedin.stg_linkedin_ads__ad_analytics_by_campaign"], "test.linkedin.not_null_stg_linkedin_ads__creative_history_creative_id.4d51d55474": ["model.linkedin.stg_linkedin_ads__creative_history"], "test.linkedin.not_null_stg_linkedin_ads__campaign_history_campaign_id.b026971ca2": ["model.linkedin.stg_linkedin_ads__campaign_history"], "test.linkedin.not_null_stg_linkedin_ads__campaign_history_version_tag.64954cc469": ["model.linkedin.stg_linkedin_ads__campaign_history"], "test.linkedin.not_null_stg_linkedin_ads__campaign_group_history_campaign_group_id.3888f3777d": ["model.linkedin.stg_linkedin_ads__campaign_group_history"], "test.linkedin.not_null_stg_linkedin_ads__campaign_group_history_last_modified_at.a716e2a7ea": ["model.linkedin.stg_linkedin_ads__campaign_group_history"], "test.linkedin.not_null_stg_linkedin_ads__account_history_account_id.a9fa7f93c0": ["model.linkedin.stg_linkedin_ads__account_history"], "test.linkedin.not_null_stg_linkedin_ads__account_history_version_tag.58c46c5d81": ["model.linkedin.stg_linkedin_ads__account_history"], "test.linkedin.not_null_stg_linkedin_ads__geo_geo_id.a9fc61210c": ["model.linkedin.stg_linkedin_ads__geo"], "test.linkedin.not_null_stg_linkedin_ads__monthly_ad_analytics_by_country_date_month.553fe89e70": ["model.linkedin.stg_linkedin_ads__monthly_ad_analytics_by_country"], "test.linkedin.not_null_stg_linkedin_ads__monthly_ad_analytics_by_region_date_month.d065ed2b78": ["model.linkedin.stg_linkedin_ads__monthly_ad_analytics_by_region"], "source.linkedin.linkedin_ads.ad_analytics_by_creative": [], "source.linkedin.linkedin_ads.creative_history": [], "source.linkedin.linkedin_ads.campaign_history": [], "source.linkedin.linkedin_ads.campaign_group_history": [], "source.linkedin.linkedin_ads.account_history": [], "source.linkedin.linkedin_ads.ad_analytics_by_campaign": [], "source.linkedin.linkedin_ads.geo": [], "source.linkedin.linkedin_ads.monthly_ad_analytics_by_member_country": [], "source.linkedin.linkedin_ads.monthly_ad_analytics_by_member_region": []}, "child_map": {"seed.linkedin_integration_tests.linkedin_campaign_history_data": [], "seed.linkedin_integration_tests.linkedin_ad_analytics_by_creative_data": [], "seed.linkedin_integration_tests.linkedin_geo_data": [], "seed.linkedin_integration_tests.linkedin_monthly_ad_analytics_by_member_country_data": [], "seed.linkedin_integration_tests.linkedin_account_history_data": [], "seed.linkedin_integration_tests.linkedin_creative_history_data": [], "seed.linkedin_integration_tests.linkedin_monthly_ad_analytics_by_member_region_data": [], "seed.linkedin_integration_tests.linkedin_campaign_group_history_data": [], "seed.linkedin_integration_tests.linkedin_ad_analytics_by_campaign_data": [], "model.linkedin.linkedin_ads__creative_report": ["test.linkedin.not_null_linkedin_ads__creative_report_creative_id.096d93f889", "test.linkedin.not_null_linkedin_ads__creative_report_date_day.0c6338b020"], "model.linkedin.linkedin_ads__monthly_campaign_country_report": ["test.linkedin.not_null_linkedin_ads__monthly_campaign_country_report_campaign_id.4624641c1c", "test.linkedin.not_null_linkedin_ads__monthly_campaign_country_report_date_month.ab0a8d3050"], "model.linkedin.linkedin_ads__account_report": ["test.linkedin.not_null_linkedin_ads__account_report_account_id.0c34ea1842", "test.linkedin.not_null_linkedin_ads__account_report_date_day.c4b33f8f53"], "model.linkedin.linkedin_ads__campaign_group_report": ["test.linkedin.not_null_linkedin_ads__campaign_group_report_campaign_group_id.39b448cdaf", "test.linkedin.not_null_linkedin_ads__campaign_group_report_date_day.2676a1f76b"], "model.linkedin.linkedin_ads__campaign_report": ["test.linkedin.not_null_linkedin_ads__campaign_report_campaign_id.bf43964b15", "test.linkedin.not_null_linkedin_ads__campaign_report_date_day.8d320b88b1"], "model.linkedin.linkedin_ads__url_report": ["test.linkedin.not_null_linkedin_ads__url_report_click_uri.81534087cb", "test.linkedin.not_null_linkedin_ads__url_report_creative_id.83967fe9d2", "test.linkedin.not_null_linkedin_ads__url_report_date_day.48b540f315"], "model.linkedin.linkedin_ads__monthly_campaign_region_report": ["test.linkedin.not_null_linkedin_ads__monthly_campaign_region_report_campaign_id.5884bc5d68", "test.linkedin.not_null_linkedin_ads__monthly_campaign_region_report_date_month.4fd809085e"], "model.linkedin.stg_linkedin_ads__ad_analytics_by_campaign": ["model.linkedin.linkedin_ads__account_report", "model.linkedin.linkedin_ads__campaign_group_report", "model.linkedin.linkedin_ads__campaign_report", "test.linkedin.not_null_stg_linkedin_ads__ad_analytics_by_campaign_campaign_id.d6ae242f1a", "test.linkedin.not_null_stg_linkedin_ads__ad_analytics_by_campaign_date_day.ef97bed766"], "model.linkedin.stg_linkedin_ads__campaign_history": ["model.linkedin.linkedin_ads__account_report", "model.linkedin.linkedin_ads__campaign_group_report", "model.linkedin.linkedin_ads__campaign_report", "model.linkedin.linkedin_ads__creative_report", "model.linkedin.linkedin_ads__monthly_campaign_country_report", "model.linkedin.linkedin_ads__monthly_campaign_region_report", "model.linkedin.linkedin_ads__url_report", "test.linkedin.not_null_stg_linkedin_ads__campaign_history_campaign_id.b026971ca2", "test.linkedin.not_null_stg_linkedin_ads__campaign_history_version_tag.64954cc469"], "model.linkedin.stg_linkedin_ads__monthly_ad_analytics_by_region": ["model.linkedin.linkedin_ads__monthly_campaign_region_report", "test.linkedin.not_null_stg_linkedin_ads__monthly_ad_analytics_by_region_date_month.d065ed2b78"], "model.linkedin.stg_linkedin_ads__geo": ["model.linkedin.linkedin_ads__monthly_campaign_country_report", "model.linkedin.linkedin_ads__monthly_campaign_region_report", "test.linkedin.not_null_stg_linkedin_ads__geo_geo_id.a9fc61210c"], "model.linkedin.stg_linkedin_ads__account_history": ["model.linkedin.linkedin_ads__account_report", "model.linkedin.linkedin_ads__campaign_group_report", "model.linkedin.linkedin_ads__campaign_report", "model.linkedin.linkedin_ads__creative_report", "model.linkedin.linkedin_ads__monthly_campaign_country_report", "model.linkedin.linkedin_ads__monthly_campaign_region_report", "model.linkedin.linkedin_ads__url_report", "test.linkedin.not_null_stg_linkedin_ads__account_history_account_id.a9fa7f93c0", "test.linkedin.not_null_stg_linkedin_ads__account_history_version_tag.58c46c5d81"], "model.linkedin.stg_linkedin_ads__ad_analytics_by_creative": ["model.linkedin.linkedin_ads__creative_report", "model.linkedin.linkedin_ads__url_report", 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["model.linkedin.stg_linkedin_ads__ad_analytics_by_creative_tmp"], "source.linkedin.linkedin_ads.creative_history": ["model.linkedin.stg_linkedin_ads__creative_history_tmp"], "source.linkedin.linkedin_ads.campaign_history": ["model.linkedin.stg_linkedin_ads__campaign_history_tmp"], "source.linkedin.linkedin_ads.campaign_group_history": ["model.linkedin.stg_linkedin_ads__campaign_group_history_tmp"], "source.linkedin.linkedin_ads.account_history": ["model.linkedin.stg_linkedin_ads__account_history_tmp"], "source.linkedin.linkedin_ads.ad_analytics_by_campaign": ["model.linkedin.stg_linkedin_ads__ad_analytics_by_campaign_tmp"], "source.linkedin.linkedin_ads.geo": ["model.linkedin.stg_linkedin_ads__geo_tmp"], "source.linkedin.linkedin_ads.monthly_ad_analytics_by_member_country": ["model.linkedin.stg_linkedin_ads__monthly_ad_analytics_by_country_tmp"], "source.linkedin.linkedin_ads.monthly_ad_analytics_by_member_region": ["model.linkedin.stg_linkedin_ads__monthly_ad_analytics_by_region_tmp"]}, "group_map": {}, "saved_queries": {}, "semantic_models": {}, "unit_tests": {}, "functions": {}}
\ No newline at end of file
diff --git a/integration_tests/dbt_project.yml b/integration_tests/dbt_project.yml
index eb80b95..49c6adc 100644
--- a/integration_tests/dbt_project.yml
+++ b/integration_tests/dbt_project.yml
@@ -1,5 +1,5 @@
 name: 'linkedin_integration_tests'
-version: '1.1.0'
+version: '1.2.0'
 profile: 'integration_tests'
 config-version: 2
 
diff --git a/models/staging/stg_linkedin.yml b/models/staging/stg_linkedin.yml
index 7be97fe..67628fa 100644
--- a/models/staging/stg_linkedin.yml
+++ b/models/staging/stg_linkedin.yml
@@ -392,8 +392,6 @@ models:
         description: The count of chargeable clicks.
       - name: member_region_geo_id
         description: ID representing the region of the LinkedIn members who interacted with the campaign.
-      - name: clicks
-        description: The count of chargeable clicks.
       - name: impressions
         description: This is the count of "impressions" for Direct Ads and Sponsored Updates and "sends" for InMails.
       - name: conversion_value_in_local_currency