diff --git a/.gitignore b/.gitignore
index 06f4e77e..b6928907 100644
--- a/.gitignore
+++ b/.gitignore
@@ -57,6 +57,9 @@ wheels/
 credentials.json
 service-account.json
 
+# Claude Code instructions
+CLAUDE.md
+
 # Temporary files
 .cache/
 *.temp
diff --git a/CHANGELOG.md b/CHANGELOG.md
index 66af1854..942c3dfa 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -1,3 +1,27 @@
+# dbt_mailchimp v1.1.0
+[PR #57](https://github.com/fivetran/dbt_mailchimp/pull/57) includes the following updates:
+
+## Schema/Data Change
+**7 total changes • 0 possible breaking changes**
+
+| Data Model(s) | Change type | Old | New | Notes |
+| ------------- | ----------- | ----| --- | ----- |
+| All models | New column | | `source_relation` | Identifies the source connection when using multiple Mailchimp connections |
+| `stg_mailchimp__automation_activities`<br>`mailchimp__automation_activities` | Updated surrogate key | `activity_id` = `action_type` + `automation_email_id` + `member_id` + `activity_timestamp` | `activity_id` = `source_relation` + `action_type` + `automation_email_id` + `member_id` + `activity_timestamp` | Updated to include `source_relation` |
+| `stg_mailchimp__automation_recipients` | Updated surrogate key | `automation_recipient_id` = `member_id` + `automation_email_id` | `automation_recipient_id` = `source_relation` + `member_id` + `automation_email_id` | Updated to include `source_relation` |
+| `stg_mailchimp__campaign_activities`<br>`mailchimp__campaign_activities` | Updated surrogate key | `activity_id` = `action_type` + `campaign_id` + `member_id` + `activity_timestamp` | `activity_id` = `source_relation` + `action_type` + `campaign_id` + `member_id` + `activity_timestamp` | Updated to include `source_relation` |
+| `stg_mailchimp__campaign_activities`<br>`mailchimp__campaign_activities` | Updated surrogate key | `email_id` = `campaign_id` + `member_id` | `email_id` = `source_relation` + `campaign_id` + `member_id` | Updated to include `source_relation` |
+| `stg_mailchimp__campaign_recipients`<br>`mailchimp__campaign_recipients` | Updated surrogate key | `email_id` = `campaign_id` + `member_id` | `email_id` = `source_relation` + `campaign_id` + `member_id` | Updated to include `source_relation` |
+| `stg_mailchimp__unsubscribes` | Updated surrogate key | `unsubscribe_id` = `member_id` + `list_id` + `unsubscribe_timestamp` | `unsubscribe_id` = `source_relation` + `member_id` + `list_id` + `unsubscribe_timestamp` | Updated to include `source_relation` |
+
+## Feature Update
+- **Union Data Functionality**: This release supports running the package on multiple Mailchimp source connections. See the [README](https://github.com/fivetran/dbt_mailchimp/tree/main?tab=readme-ov-file#step-3-define-database-and-schema-variables) for details on how to leverage this feature.
+
+## Tests Update
+- Removes uniqueness tests for primary keys. The new unioning feature requires combination-of-column tests to consider the new `source_relation` column in addition to the existing primary key, but this is not supported across dbt versions.
+  - Note that surrogate keys are unaffected and retain their uniqueness tests.  
+- Primary key tests will be reintroduced once a version-agnostic solution is available.
+
 # dbt_mailchimp v1.0.0
 
 [PR #55](https://github.com/fivetran/dbt_mailchimp/pull/55) includes the following updates:
diff --git a/README.md b/README.md
index f76ddba0..15f474a0 100644
--- a/README.md
+++ b/README.md
@@ -54,7 +54,7 @@ Include the following mailchimp package version in your `packages.yml` file:
 ```yaml
 packages:
   - package: fivetran/mailchimp
-    version: [">=1.0.0", "<1.1.0"] # we recommend using ranges to capture non-breaking changes automatically
+    version: [">=1.1.0", "<1.2.0"] # we recommend using ranges to capture non-breaking changes automatically
 ```
 > All required sources and staging models are now bundled into this transformation package. Do not include `fivetran/mailchimp_source` in your `packages.yml` since this package has been deprecated.
 
@@ -65,13 +65,73 @@ dispatch:
   - macro_namespace: dbt_utils
     search_order: ['spark_utils', 'dbt_utils']
 
-## Step 3: Define database and schema variables
-By default, this package runs using your destination and the `mailchimp` schema. If this is not where your Mailchimp data is (for example, if your Mailchimp schema is named `mailchimp_fivetran`), add the following configuration to your root `dbt_project.yml` file:
+### Step 3: Define database and schema variables
+
+#### Option A: Single connection
+By default, this package runs using your [destination](https://docs.getdbt.com/docs/running-a-dbt-project/using-the-command-line-interface/configure-your-profile) and the `mailchimp` schema. If this is not where your Mailchimp data is (for example, if your Mailchimp schema is named `mailchimp_fivetran`), add the following configuration to your root `dbt_project.yml` file:
 
 ```yml
 vars:
-    mailchimp_schema: your_schema_name
+  mailchimp:
     mailchimp_database: your_database_name
+    mailchimp_schema: your_schema_name
+```
+
+#### Option B: Union multiple connections
+If you have multiple Mailchimp connections in Fivetran and would like to use this package on all of them simultaneously, we have provided functionality to do so. For each source table, the package will union all of the data together and pass the unioned table into the transformations. The `source_relation` column in each model indicates the origin of each record.
+
+To use this functionality, you will need to set the `mailchimp_sources` variable in your root `dbt_project.yml` file:
+
+```yml
+# dbt_project.yml
+
+vars:
+  mailchimp:
+    mailchimp_sources:
+      - database: connection_1_destination_name # Required
+        schema: connection_1_schema_name # Required
+        name: connection_1_source_name # Required only if following the step in the following subsection
+
+      - database: connection_2_destination_name
+        schema: connection_2_schema_name
+        name: connection_2_source_name
+```
+
+##### Recommended: Incorporate unioned sources into DAG
+> *If you are running the package through [Fivetran Transformations for dbt Core™](https://fivetran.com/docs/transformations/dbt#transformationsfordbtcore), the below step is necessary in order to synchronize model runs with your Mailchimp connections. Alternatively, you may choose to run the package through Fivetran [Quickstart](https://fivetran.com/docs/transformations/quickstart), which would create separate sets of models for each Mailchimp source rather than one set of unioned models.*
+
+By default, this package defines one single-connection source, called `mailchimp`, which will be disabled if you are unioning multiple connections. This means that your DAG will not include your Mailchimp sources, though the package will run successfully.
+
+To properly incorporate all of your Mailchimp connections into your project's DAG:
+1. Define each of your sources in a `.yml` file in your project. Utilize the following template for the `source`-level configurations, and, **most importantly**, copy and paste the table and column-level definitions from the package's `src_mailchimp.yml` [file](https://github.com/fivetran/dbt_mailchimp/blob/main/models/staging/src_mailchimp.yml).
+
+```yml
+# a .yml file in your root project
+
+version: 2
+
+sources:
+  - name: <name> # ex: Should match name in mailchimp_sources
+    schema: <schema_name>
+    database: <database_name>
+    loader: fivetran
+    config:
+      loaded_at_field: _fivetran_synced
+      freshness: # feel free to adjust to your liking
+        warn_after: {count: 72, period: hour}
+        error_after: {count: 168, period: hour}
+
+    tables: # copy and paste from mailchimp/models/staging/src_mailchimp.yml - see https://support.atlassian.com/bitbucket-cloud/docs/yaml-anchors/ for how to use anchors to only do so once
+```
+
+> **Note**: If there are source tables you do not have (see [Step 4](#step-4-disable-models-for-non-existent-sources)), you may still include them, as long as you have set the right variables to `False`.
+
+2. Set the `has_defined_sources` variable (scoped to the `mailchimp` package) to `True`, like such:
+```yml
+# dbt_project.yml
+vars:
+  mailchimp:
+    has_defined_sources: true
 ```
 
 ## Step 4: Disable models for non-existent sources
diff --git a/dbt_project.yml b/dbt_project.yml
index c237b631..0e03cef9 100644
--- a/dbt_project.yml
+++ b/dbt_project.yml
@@ -1,6 +1,6 @@
 config-version: 2
 name: 'mailchimp'
-version: '1.0.0'
+version: '1.1.0'
 require-dbt-version: [">=1.3.0", "<2.0.0"]
 
 models:
diff --git a/docs/catalog.json b/docs/catalog.json
index 4cee7e41..c7df19d9 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": "1.10.8", "generated_at": "2025-08-14T15:58:35.001842Z", "invocation_id": "bb408813-0563-4793-b6b9-aa7069e9fde0", "invocation_started_at": "2025-08-14T15:58:32.328812Z", "env": {}}, "nodes": {"seed.mailchimp_integration_tests.automation": {"metadata": {"type": "BASE TABLE", "schema": "public", "name": "automation", "database": "postgres", "comment": null, "owner": "postgres"}, "columns": {"id": {"type": "text", "index": 1, "name": "id", "comment": null}, "_fivetran_deleted": {"type": "boolean", "index": 2, "name": "_fivetran_deleted", "comment": null}, "_fivetran_synced": {"type": "timestamp without time zone", "index": 3, "name": "_fivetran_synced", "comment": null}, "create_time": {"type": "timestamp without time zone", "index": 4, "name": "create_time", "comment": null}, "list_id": {"type": "text", "index": 5, "name": "list_id", "comment": null}, "segment_id": {"type": "integer", "index": 6, "name": "segment_id", "comment": null}, "segment_text": {"type": "integer", "index": 7, "name": "segment_text", "comment": null}, "start_time": {"type": "timestamp without time zone", "index": 8, "name": "start_time", "comment": null}, "status": {"type": "text", "index": 9, "name": "status", "comment": null}, "title": {"type": "text", "index": 10, "name": "title", "comment": null}, "trigger_settings": {"type": "text", "index": 11, "name": "trigger_settings", "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.mailchimp_integration_tests.automation"}, "seed.mailchimp_integration_tests.automation_email": {"metadata": {"type": "BASE TABLE", "schema": "public", "name": "automation_email", "database": "postgres", "comment": null, "owner": "postgres"}, "columns": {"id": {"type": "text", "index": 1, "name": "id", "comment": null}, "_fivetran_deleted": {"type": "boolean", "index": 2, "name": "_fivetran_deleted", "comment": null}, "_fivetran_synced": {"type": "timestamp without time zone", "index": 3, "name": "_fivetran_synced", "comment": null}, "archive_url": {"type": "text", "index": 4, "name": "archive_url", "comment": null}, "authenticate": {"type": "boolean", "index": 5, "name": "authenticate", "comment": null}, "auto_footer": {"type": "boolean", "index": 6, "name": "auto_footer", "comment": null}, "auto_tweet": {"type": "boolean", "index": 7, "name": "auto_tweet", "comment": null}, "automation_id": {"type": "text", "index": 8, "name": "automation_id", "comment": null}, "clicktale": {"type": "integer", "index": 9, "name": "clicktale", "comment": null}, "content_type": {"type": "text", "index": 10, "name": "content_type", "comment": null}, "create_time": {"type": "timestamp without time zone", "index": 11, "name": "create_time", "comment": null}, "delay_action": {"type": "text", "index": 12, "name": "delay_action", "comment": null}, "delay_action_description": {"type": "text", "index": 13, "name": "delay_action_description", "comment": null}, "delay_amount": {"type": "integer", "index": 14, "name": "delay_amount", "comment": null}, "delay_direction": {"type": "integer", "index": 15, "name": "delay_direction", "comment": null}, "delay_full_description": {"type": "text", "index": 16, "name": "delay_full_description", "comment": null}, "delay_type": {"type": "text", "index": 17, "name": "delay_type", "comment": null}, "drag_and_drop": {"type": "boolean", "index": 18, "name": "drag_and_drop", "comment": null}, "fb_comments": {"type": "boolean", "index": 19, "name": "fb_comments", "comment": null}, "folder_id": {"type": "integer", "index": 20, "name": "folder_id", "comment": null}, "from_name": {"type": "text", "index": 21, "name": "from_name", "comment": null}, "google_analytics": {"type": "text", "index": 22, "name": "google_analytics", "comment": null}, "inline_css": {"type": "boolean", "index": 23, "name": "inline_css", "comment": null}, "position": {"type": "integer", "index": 24, "name": "position", "comment": null}, "reply_to": {"type": "text", "index": 25, "name": "reply_to", "comment": null}, "send_time": {"type": "timestamp without time zone", "index": 26, "name": "send_time", "comment": null}, "start_time": {"type": "timestamp without time zone", "index": 27, "name": "start_time", "comment": null}, "status": {"type": "text", "index": 28, "name": "status", "comment": null}, "subject_line": {"type": "text", "index": 29, "name": "subject_line", "comment": null}, "template_id": {"type": "integer", "index": 30, "name": "template_id", "comment": null}, "timewarp": {"type": "integer", "index": 31, "name": "timewarp", "comment": null}, "title": {"type": "text", "index": 32, "name": "title", "comment": null}, "to_name": {"type": "integer", "index": 33, "name": "to_name", "comment": null}, "track_ecomm_360": {"type": "boolean", "index": 34, "name": "track_ecomm_360", "comment": null}, "track_goals": {"type": "boolean", "index": 35, "name": "track_goals", "comment": null}, "track_html_clicks": {"type": "boolean", "index": 36, "name": "track_html_clicks", "comment": null}, "track_opens": {"type": "boolean", "index": 37, "name": "track_opens", "comment": null}, "track_text_clicks": {"type": "boolean", "index": 38, "name": "track_text_clicks", "comment": null}, "use_conversation": {"type": "integer", "index": 39, "name": "use_conversation", "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.mailchimp_integration_tests.automation_email"}, "seed.mailchimp_integration_tests.automation_recipient": {"metadata": {"type": "BASE TABLE", "schema": "public", "name": "automation_recipient", "database": "postgres", "comment": null, "owner": "postgres"}, "columns": {"automation_email_id": {"type": "text", "index": 1, "name": "automation_email_id", "comment": null}, "member_id": {"type": "text", "index": 2, "name": "member_id", "comment": null}, "_fivetran_synced": {"type": "timestamp without time zone", "index": 3, "name": "_fivetran_synced", "comment": null}, "list_id": {"type": "text", "index": 4, "name": "list_id", "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.mailchimp_integration_tests.automation_recipient"}, "seed.mailchimp_integration_tests.automation_recipient_activity": {"metadata": {"type": "BASE TABLE", "schema": "public", "name": "automation_recipient_activity", "database": "postgres", "comment": null, "owner": "postgres"}, "columns": {"action": {"type": "text", "index": 1, "name": "action", "comment": null}, "automation_email_id": {"type": "text", "index": 2, "name": "automation_email_id", "comment": null}, "member_id": {"type": "text", "index": 3, "name": "member_id", "comment": null}, "timestamp": {"type": "timestamp without time zone", "index": 4, "name": "timestamp", "comment": null}, "_fivetran_synced": {"type": "timestamp without time zone", "index": 5, "name": "_fivetran_synced", "comment": null}, "bounce_type": {"type": "integer", "index": 6, "name": "bounce_type", "comment": null}, "ip": {"type": "text", "index": 7, "name": "ip", "comment": null}, "list_id": {"type": "text", "index": 8, "name": "list_id", "comment": null}, "url": {"type": "text", "index": 9, "name": "url", "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.mailchimp_integration_tests.automation_recipient_activity"}, "seed.mailchimp_integration_tests.campaign": {"metadata": {"type": "BASE TABLE", "schema": "public", "name": "campaign", "database": "postgres", "comment": null, "owner": "postgres"}, "columns": {"id": {"type": "text", "index": 1, "name": "id", "comment": null}, "_fivetran_deleted": {"type": "boolean", "index": 2, "name": "_fivetran_deleted", "comment": null}, "_fivetran_synced": {"type": "timestamp without time zone", "index": 3, "name": "_fivetran_synced", "comment": null}, "archive_url": {"type": "text", "index": 4, "name": "archive_url", "comment": null}, "authenticate": {"type": "boolean", "index": 5, "name": "authenticate", "comment": null}, "auto_footer": {"type": "boolean", "index": 6, "name": "auto_footer", "comment": null}, "auto_tweet": {"type": "boolean", "index": 7, "name": "auto_tweet", "comment": null}, "clicktale": {"type": "text", "index": 8, "name": "clicktale", "comment": null}, "content_type": {"type": "text", "index": 9, "name": "content_type", "comment": null}, "create_time": {"type": "timestamp without time zone", "index": 10, "name": "create_time", "comment": null}, "drag_and_drop": {"type": "boolean", "index": 11, "name": "drag_and_drop", "comment": null}, "fb_comments": {"type": "boolean", "index": 12, "name": "fb_comments", "comment": null}, "folder_id": {"type": "integer", "index": 13, "name": "folder_id", "comment": null}, "from_name": {"type": "text", "index": 14, "name": "from_name", "comment": null}, "google_analytics": {"type": "text", "index": 15, "name": "google_analytics", "comment": null}, "inline_css": {"type": "boolean", "index": 16, "name": "inline_css", "comment": null}, "list_id": {"type": "text", "index": 17, "name": "list_id", "comment": null}, "long_archive_url": {"type": "text", "index": 18, "name": "long_archive_url", "comment": null}, "reply_to": {"type": "text", "index": 19, "name": "reply_to", "comment": null}, "segment_id": {"type": "integer", "index": 20, "name": "segment_id", "comment": null}, "segment_text": {"type": "integer", "index": 21, "name": "segment_text", "comment": null}, "send_time": {"type": "timestamp without time zone", "index": 22, "name": "send_time", "comment": null}, "status": {"type": "text", "index": 23, "name": "status", "comment": null}, "subject_line": {"type": "text", "index": 24, "name": "subject_line", "comment": null}, "template_id": {"type": "integer", "index": 25, "name": "template_id", "comment": null}, "test_size": {"type": "integer", "index": 26, "name": "test_size", "comment": null}, "timewarp": {"type": "boolean", "index": 27, "name": "timewarp", "comment": null}, "title": {"type": "text", "index": 28, "name": "title", "comment": null}, "to_name": {"type": "text", "index": 29, "name": "to_name", "comment": null}, "track_ecomm_360": {"type": "boolean", "index": 30, "name": "track_ecomm_360", "comment": null}, "track_goals": {"type": "boolean", "index": 31, "name": "track_goals", "comment": null}, "track_html_clicks": {"type": "boolean", "index": 32, "name": "track_html_clicks", "comment": null}, "track_opens": {"type": "boolean", "index": 33, "name": "track_opens", "comment": null}, "track_text_clicks": {"type": "boolean", "index": 34, "name": "track_text_clicks", "comment": null}, "type": {"type": "text", "index": 35, "name": "type", "comment": null}, "use_conversation": {"type": "boolean", "index": 36, "name": "use_conversation", "comment": null}, "wait_time": {"type": "integer", "index": 37, "name": "wait_time", "comment": null}, "winner_criteria": {"type": "integer", "index": 38, "name": "winner_criteria", "comment": null}, "winning_campaign_id": {"type": "integer", "index": 39, "name": "winning_campaign_id", "comment": null}, "winning_combination_id": {"type": "integer", "index": 40, "name": "winning_combination_id", "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.mailchimp_integration_tests.campaign"}, "seed.mailchimp_integration_tests.campaign_recipient": {"metadata": {"type": "BASE TABLE", "schema": "public", "name": "campaign_recipient", "database": "postgres", "comment": null, "owner": "postgres"}, "columns": {"campaign_id": {"type": "text", "index": 1, "name": "campaign_id", "comment": null}, "member_id": {"type": "text", "index": 2, "name": "member_id", "comment": null}, "_fivetran_synced": {"type": "timestamp without time zone", "index": 3, "name": "_fivetran_synced", "comment": null}, "combination_id": {"type": "integer", "index": 4, "name": "combination_id", "comment": null}, "list_id": {"type": "text", "index": 5, "name": "list_id", "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.mailchimp_integration_tests.campaign_recipient"}, "seed.mailchimp_integration_tests.campaign_recipient_activity": {"metadata": {"type": "BASE TABLE", "schema": "public", "name": "campaign_recipient_activity", "database": "postgres", "comment": null, "owner": "postgres"}, "columns": {"action": {"type": "text", "index": 1, "name": "action", "comment": null}, "campaign_id": {"type": "text", "index": 2, "name": "campaign_id", "comment": null}, "member_id": {"type": "text", "index": 3, "name": "member_id", "comment": null}, "timestamp": {"type": "timestamp without time zone", "index": 4, "name": "timestamp", "comment": null}, "_fivetran_synced": {"type": "timestamp without time zone", "index": 5, "name": "_fivetran_synced", "comment": null}, "bounce_type": {"type": "integer", "index": 6, "name": "bounce_type", "comment": null}, "combination_id": {"type": "integer", "index": 7, "name": "combination_id", "comment": null}, "ip": {"type": "text", "index": 8, "name": "ip", "comment": null}, "list_id": {"type": "text", "index": 9, "name": "list_id", "comment": null}, "url": {"type": "text", "index": 10, "name": "url", "comment": null}}, "stats": {"has_stats": {"id": 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email to a user was opened multiple times, it will only count once in this metric.\nThis is the metric for opens that is reported by Mailchimp.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.mailchimp.campaign_unique_opens"]}, "clicks": {"name": "clicks", "description": "The number of click events from campaign emails. \nThe same email being clicked multiple times is included in this metric.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.mailchimp.campaign_clicks"]}, "unique_clicks": {"name": "unique_clicks", "description": "The unique number of emails clicked from campaign emails. \nIf a given email to a user was clicked multiple times, it will only count once in this metric.\nThis is the metric for clicks that is reported by Mailchimp.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.mailchimp.campaign_unique_clicks"]}, "was_opened": {"name": "was_opened", "description": "Whether the email sent was opened.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "was_clicked": {"name": "was_clicked", "description": "Whether the email sent was clicked.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "send_timestamp": {"name": "send_timestamp", "description": "The date and time a campaign was sent.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "first_open_timestamp": {"name": "first_open_timestamp", "description": "The timestamp of the first open for an email.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "time_to_open_minutes": {"name": "time_to_open_minutes", "description": "The time from send to open in minutes.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "time_to_open_hours": {"name": "time_to_open_hours", "description": "The time from send to open in hours.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "time_to_open_days": {"name": "time_to_open_days", "description": "The time from send to open in days.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "was_unsubscribed": {"name": "was_unsubscribed", "description": "Whether the user unsubscribed via the sent email.", "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": "mailchimp://models/mailchimp.yml", "build_path": null, "unrendered_config": {"schema": "mailchimp_{{ var('directed_schema','dev') }}", "materialized": "table"}, "created_at": 1755187107.4294672, "relation_name": "\"postgres\".\"public_mailchimp_dev\".\"mailchimp__campaign_recipients\"", "raw_code": "with recipients as (\n    \n    select *\n    from {{ ref('stg_mailchimp__campaign_recipients') }}\n\n), activities as (\n\n    select *\n    from {{ ref('int_mailchimp__campaign_activities_by_email') }}\n\n{% if var('mailchimp_using_unsubscribes', True) %}\n), unsubscribes as (\n\n    select *\n    from {{ ref('stg_mailchimp__unsubscribes') }}\n\n), unsubscribes_xf as (\n\n    select \n        member_id,\n        list_id,\n        campaign_id\n    from unsubscribes\n    group by 1,2,3\n{% endif %}\n\n), campaigns as (\n\n    select *\n    from {{ ref('stg_mailchimp__campaigns') }}\n\n), joined as (\n\n    select \n        recipients.*,\n        campaigns.segment_id,\n        campaigns.send_timestamp\n    from recipients\n    left join campaigns\n        on recipients.campaign_id = campaigns.campaign_id\n\n), metrics as (\n\n    select\n        joined.*,\n        coalesce(activities.opens,0) as opens,\n        coalesce(activities.unique_opens,0) as unique_opens,\n        coalesce(activities.clicks,0) as clicks,\n        coalesce(activities.unique_clicks,0) as unique_clicks,\n        coalesce(activities.was_opened, False) as was_opened,\n        coalesce(activities.was_clicked, False) as was_clicked,\n        activities.first_open_timestamp,\n        activities.time_to_open_minutes,\n        activities.time_to_open_hours,\n        activities.time_to_open_days\n    from joined\n    left join activities\n        on joined.email_id = activities.email_id\n\n), metrics_xf as (\n\n    select \n        metrics.*\n        \n        {% if var('mailchimp_using_unsubscribes', True) %}\n        , case when unsubscribes_xf.member_id is not null then True else False end as was_unsubscribed\n        {% endif %}\n    from metrics\n\n    {% if var('mailchimp_using_unsubscribes', True) %}\n    left join unsubscribes_xf\n        on metrics.member_id = unsubscribes_xf.member_id\n        and metrics.campaign_id = unsubscribes_xf.campaign_id\n        and metrics.list_id = unsubscribes_xf.list_id\n    {% endif %}\n)\n\nselect * \nfrom metrics_xf", "doc_blocks": [], "language": "sql", "refs": [{"name": "stg_mailchimp__campaign_recipients", "package": null, "version": null}, {"name": "int_mailchimp__campaign_activities_by_email", "package": null, "version": null}, {"name": "stg_mailchimp__unsubscribes", "package": null, "version": null}, {"name": "stg_mailchimp__campaigns", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": ["model.mailchimp.stg_mailchimp__campaign_recipients", "model.mailchimp.int_mailchimp__campaign_activities_by_email", "model.mailchimp.stg_mailchimp__unsubscribes", "model.mailchimp.stg_mailchimp__campaigns"]}, "compiled_path": "target/compiled/mailchimp/models/mailchimp__campaign_recipients.sql", "compiled": true, "compiled_code": "with  __dbt__cte__int_mailchimp__campaign_activities_by_email as (\nwith activities as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"mailchimp__campaign_activities\"\n\n), pivoted as (\n\n    select \n        email_id,\n        sum(case when action_type = 'open' then 1 end) as opens,\n        sum(case when action_type = 'click' then 1 end) as clicks, \n        count(distinct case when action_type = 'open' then member_id end) as unique_opens, \n        count(distinct case when action_type = 'click' then member_id end) as unique_clicks,\n        min(case when action_type = 'open' then activity_timestamp end) as first_open_timestamp,\n        min(case when action_type = 'open' then time_since_send_minutes end) as time_to_open_minutes,\n        min(case when action_type = 'open' then time_since_send_hours end) as time_to_open_hours,\n        min(case when action_type = 'open' then time_since_send_days end) as time_to_open_days\n    from activities\n    group by 1\n    \n), booleans as (\n\n    select \n        *,\n        case when opens > 0 then True else False end as was_opened,\n        case when clicks > 0 then True else False end as was_clicked\n    from pivoted\n\n)\n\nselect *\nfrom booleans\n), recipients as (\n    \n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__campaign_recipients\"\n\n), activities as (\n\n    select *\n    from __dbt__cte__int_mailchimp__campaign_activities_by_email\n\n\n), unsubscribes as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__unsubscribes\"\n\n), unsubscribes_xf as (\n\n    select \n        member_id,\n        list_id,\n        campaign_id\n    from unsubscribes\n    group by 1,2,3\n\n\n), campaigns as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__campaigns\"\n\n), joined as (\n\n    select \n        recipients.*,\n        campaigns.segment_id,\n        campaigns.send_timestamp\n    from recipients\n    left join campaigns\n        on recipients.campaign_id = campaigns.campaign_id\n\n), metrics as (\n\n    select\n        joined.*,\n        coalesce(activities.opens,0) as opens,\n        coalesce(activities.unique_opens,0) as unique_opens,\n        coalesce(activities.clicks,0) as clicks,\n        coalesce(activities.unique_clicks,0) as unique_clicks,\n        coalesce(activities.was_opened, False) as was_opened,\n        coalesce(activities.was_clicked, False) as was_clicked,\n        activities.first_open_timestamp,\n        activities.time_to_open_minutes,\n        activities.time_to_open_hours,\n        activities.time_to_open_days\n    from joined\n    left join activities\n        on joined.email_id = activities.email_id\n\n), metrics_xf as (\n\n    select \n        metrics.*\n        \n        \n        , case when unsubscribes_xf.member_id is not null then True else False end as was_unsubscribed\n        \n    from metrics\n\n    \n    left join unsubscribes_xf\n        on metrics.member_id = unsubscribes_xf.member_id\n        and metrics.campaign_id = unsubscribes_xf.campaign_id\n        and metrics.list_id = unsubscribes_xf.list_id\n    \n)\n\nselect * \nfrom metrics_xf", "extra_ctes_injected": true, "extra_ctes": [{"id": "model.mailchimp.int_mailchimp__campaign_activities_by_email", "sql": " __dbt__cte__int_mailchimp__campaign_activities_by_email as (\nwith activities as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"mailchimp__campaign_activities\"\n\n), pivoted as (\n\n    select \n        email_id,\n        sum(case when action_type = 'open' then 1 end) as opens,\n        sum(case when action_type = 'click' then 1 end) as clicks, \n        count(distinct case when action_type = 'open' then member_id end) as unique_opens, \n        count(distinct case when action_type = 'click' then member_id end) as unique_clicks,\n        min(case when action_type = 'open' then activity_timestamp end) as first_open_timestamp,\n        min(case when action_type = 'open' then time_since_send_minutes end) as time_to_open_minutes,\n        min(case when action_type = 'open' then time_since_send_hours end) as time_to_open_hours,\n        min(case when action_type = 'open' then time_since_send_days end) as time_to_open_days\n    from activities\n    group by 1\n    \n), booleans as (\n\n    select \n        *,\n        case when opens > 0 then True else False end as was_opened,\n        case when clicks > 0 then True else False end as was_clicked\n    from pivoted\n\n)\n\nselect *\nfrom booleans\n)"}], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null, "primary_key": ["email_id"], "time_spine": null}, "model.mailchimp.mailchimp__campaigns": {"database": "postgres", "schema": "public_mailchimp_dev", "name": "mailchimp__campaigns", "resource_type": "model", "package_name": "mailchimp", "path": "mailchimp__campaigns.sql", "original_file_path": "models/mailchimp__campaigns.sql", "unique_id": "model.mailchimp.mailchimp__campaigns", "fqn": ["mailchimp", "mailchimp__campaigns"], "alias": "mailchimp__campaigns", "checksum": {"name": "sha256", "checksum": "50c415af11c78438dfd4a20a5ecba72d8a356124fb0a323be8791ad36d7deaff"}, "config": {"enabled": true, "alias": null, "schema": "mailchimp_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 campaign in Mailchimp, enriched with click, open and unsubscribe metrics.", "columns": {"campaign_id": {"name": "campaign_id", "description": "The ID of the campaign in Mailchimp.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "segment_id": {"name": "segment_id", "description": "The ID of the Segment a campaign was sent to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "create_timestamp": {"name": "create_timestamp", "description": "The date and time the campaign was created.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "send_timestamp": {"name": "send_timestamp", "description": "The date and time a campaign was sent.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "list_id": {"name": "list_id", "description": "The ID of the List a campaign was sent to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "reply_to_email": {"name": "reply_to_email", "description": "The reply-to email address for the campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "campaign_type": {"name": "campaign_type", "description": "The type of campaign sent.  Possible values: regular, plaintext, absplit, variate, rss.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "title": {"name": "title", "description": "The title of the campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "archive_url": {"name": "archive_url", "description": "The link to the campaign's archive version in ISO 8601 format.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "authenticate": {"name": "authenticate", "description": "Whether Mailchimp authenticated the campaign. Defaults to true.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "auto_footer": {"name": "auto_footer", "description": "Automatically append Mailchimp's default footer to the campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "auto_tweet": {"name": "auto_tweet", "description": "Automatically tweet a link to the campaign archive page when the campaign is sent.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "clicktale": {"name": "clicktale", "description": "The custom slug for ClickTale tracking (max of 50 bytes).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "content_type": {"name": "content_type", "description": "How the campaign's content is put together ('template', 'drag_and_drop', 'html', 'url').", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "drag_and_drop": {"name": "drag_and_drop", "description": "Whether the campaign uses the drag-and-drop editor.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "fb_comments": {"name": "fb_comments", "description": "Allows Facebook comments on the campaign (also force-enables the Campaign Archive toolbar). Defaults to true.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "folder_id": {"name": "folder_id", "description": "If the campaign is listed in a folder, the ID for that folder.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "from_name": {"name": "from_name", "description": "The 'from' name on the campaign (not an email address).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "google_analytics": {"name": "google_analytics", "description": "The custom slug for Google Analytics tracking (max of 50 bytes).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "inline_css": {"name": "inline_css", "description": "Automatically inline the CSS included with the campaign content.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "long_archive_url": {"name": "long_archive_url", "description": "The original link to the campaign's archive version.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "status": {"name": "status", "description": "The current status of the campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "subject_line": {"name": "subject_line", "description": "The subject line for the campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "template_id": {"name": "template_id", "description": "The ID for the template used in this campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "test_size": {"name": "test_size", "description": "The percentage of recipients to send the test combinations to, must be a value between 10 and 100.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "timewarp": {"name": "timewarp", "description": "Send this campaign using Timewarpe_this", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "to_name": {"name": "to_name", "description": "The campaign's custom 'To' name. Typically the first name merge field.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "track_ecomm_360": {"name": "track_ecomm_360", "description": "Whether to enable eCommerce360 tracking.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "track_goals": {"name": "track_goals", "description": "Whether to enable Goal tracking.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "track_html_clicks": {"name": "track_html_clicks", "description": "Whether to track clicks in the HTML version of the campaign. Defaults to true. Cannot be set to false for variate campaigns.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "track_opens": {"name": "track_opens", "description": "Whether to track opens. Defaults to true. Cannot be set to false for variate campaigns.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "track_text_clicks": {"name": "track_text_clicks", "description": "Whether to track clicks in the plain-text version of the campaign. Defaults to true. Cannot be set to false for variate campaigns.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "use_conversation": {"name": "use_conversation", "description": "Use Mailchimp Conversation feature to manage out-of-office replies.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "wait_time": {"name": "wait_time", "description": "The number of minutes to wait before choosing the winning campaign. The value of wait_time must be greater than 0 and in whole hours, specified in minutes.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "winner_criteria": {"name": "winner_criteria", "description": "The combination that performs the best.  This may be determined automatically by click rate, open rate, or total revenue\u2014or  you may choose manually based on the reporting data you find the most valuable.  For Multivariate Campaigns testing send_time, winner_criteria is ignored.  For Multivariate Campaigns with 'manual' as the winner_criteria, the winner must be chosen in the Mailchimp web application.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "winning_campaign_id": {"name": "winning_campaign_id", "description": "ID of the campaign that was sent to the remaining recipients based on the winning combination.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "winning_combination_id": {"name": "winning_combination_id", "description": "ID for the winning combination.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "sends": {"name": "sends", "description": "The number of sent emails from campaigns.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.mailchimp.campaign_sends"]}, "opens": {"name": "opens", "description": "The number of open events from campaign emails. \nThe same email being opened multiple times is included in this metric.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.mailchimp.campaign_opens"]}, "clicks": {"name": "clicks", "description": "The number of click events from campaign emails. \nThe same email being clicked multiple times is included in this metric.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.mailchimp.campaign_clicks"]}, "unique_opens": {"name": "unique_opens", "description": "The unique number of emails opened from campaign emails. \nIf a given email to a user was opened multiple times, it will only count once in this metric.\nThis is the metric for opens that is reported by Mailchimp.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.mailchimp.campaign_unique_opens"]}, "unique_clicks": {"name": "unique_clicks", "description": "The unique number of emails clicked from campaign emails. \nIf a given email to a user was clicked multiple times, it will only count once in this metric.\nThis is the metric for clicks that is reported by Mailchimp.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.mailchimp.campaign_unique_clicks"]}, "unsubscribes": {"name": "unsubscribes", "description": "The number of users who have unsubscribed from campaign emails.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.mailchimp.campaign_unsubscribes"]}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "mailchimp://models/mailchimp.yml", "build_path": null, "unrendered_config": {"schema": "mailchimp_{{ var('directed_schema','dev') }}", "materialized": "table"}, "created_at": 1755187107.4251904, "relation_name": "\"postgres\".\"public_mailchimp_dev\".\"mailchimp__campaigns\"", "raw_code": "with campaigns as (\n\n    select *\n    from {{ ref('stg_mailchimp__campaigns')}}\n\n), activities as (\n\n    select *\n    from {{ ref('int_mailchimp__campaign_activities_by_campaign') }}\n\n), joined as (\n\n    select \n        campaigns.*,\n        coalesce(activities.sends,0) as sends,\n        coalesce(activities.opens,0) as opens,\n        coalesce(activities.clicks,0) as clicks,\n        coalesce(activities.unique_opens,0) as unique_opens,\n        coalesce(activities.unique_clicks,0) as unique_clicks\n        \n        {% if var('mailchimp_using_unsubscribes', True) %}\n        , coalesce(activities.unsubscribes,0) as unsubscribes\n        {% endif %}\n    from campaigns\n    left join activities\n        on campaigns.campaign_id = activities.campaign_id\n\n)\n\nselect *\nfrom joined", "doc_blocks": [], "language": "sql", "refs": [{"name": "stg_mailchimp__campaigns", "package": null, "version": null}, {"name": "int_mailchimp__campaign_activities_by_campaign", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": ["model.mailchimp.stg_mailchimp__campaigns", "model.mailchimp.int_mailchimp__campaign_activities_by_campaign"]}, "compiled_path": "target/compiled/mailchimp/models/mailchimp__campaigns.sql", "compiled": true, "compiled_code": "with  __dbt__cte__int_mailchimp__campaign_activities_by_campaign as (\nwith recipients as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"mailchimp__campaign_recipients\"\n\n), pivoted as (\n\n    select \n        campaign_id,\n        count(*) as sends,\n        sum(opens) as opens,\n        sum(clicks) as clicks,\n        count(distinct case when was_opened = True then member_id end) as unique_opens,\n        count(distinct case when was_clicked = True then member_id end) as unique_clicks\n        \n        \n        , count(distinct case when was_unsubscribed = True then member_id end) as unsubscribes\n        \n    from recipients\n    group by 1\n    \n)\n\nselect *\nfrom pivoted\n), campaigns as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__campaigns\"\n\n), activities as (\n\n    select *\n    from __dbt__cte__int_mailchimp__campaign_activities_by_campaign\n\n), joined as (\n\n    select \n        campaigns.*,\n        coalesce(activities.sends,0) as sends,\n        coalesce(activities.opens,0) as opens,\n        coalesce(activities.clicks,0) as clicks,\n        coalesce(activities.unique_opens,0) as unique_opens,\n        coalesce(activities.unique_clicks,0) as unique_clicks\n        \n        \n        , coalesce(activities.unsubscribes,0) as unsubscribes\n        \n    from campaigns\n    left join activities\n        on campaigns.campaign_id = activities.campaign_id\n\n)\n\nselect *\nfrom joined", "extra_ctes_injected": true, "extra_ctes": [{"id": "model.mailchimp.int_mailchimp__campaign_activities_by_campaign", "sql": " __dbt__cte__int_mailchimp__campaign_activities_by_campaign as (\nwith recipients as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"mailchimp__campaign_recipients\"\n\n), pivoted as (\n\n    select \n        campaign_id,\n        count(*) as sends,\n        sum(opens) as opens,\n        sum(clicks) as clicks,\n        count(distinct case when was_opened = True then member_id end) as unique_opens,\n        count(distinct case when was_clicked = True then member_id end) as unique_clicks\n        \n        \n        , count(distinct case when was_unsubscribed = True then member_id end) as unsubscribes\n        \n    from recipients\n    group by 1\n    \n)\n\nselect *\nfrom pivoted\n)"}], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null, "primary_key": ["campaign_id"], "time_spine": null}, "model.mailchimp.mailchimp__automation_activities": {"database": "postgres", "schema": "public_mailchimp_dev", "name": "mailchimp__automation_activities", "resource_type": "model", "package_name": "mailchimp", "path": "mailchimp__automation_activities.sql", "original_file_path": "models/mailchimp__automation_activities.sql", "unique_id": "model.mailchimp.mailchimp__automation_activities", "fqn": ["mailchimp", "mailchimp__automation_activities"], "alias": "mailchimp__automation_activities", "checksum": {"name": "sha256", "checksum": "5e4bb5b2f26fd93396779ee6732517c5e2e88f642b41df9a5717483d0f5d1c22"}, "config": {"enabled": true, "alias": null, "schema": "mailchimp_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 an activity taken in relation to a automation email.", "columns": {"activity_id": {"name": "activity_id", "description": "The ID of the activity/event.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "action_type": {"name": "action_type", "description": "One of the following actions: 'open', 'click', or 'bounce'\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "automation_email_id": {"name": "automation_email_id", "description": "The ID for the automation email that relates to the activity.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "member_id": {"name": "member_id", "description": "The ID of the member the activity relates to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "list_id": {"name": "list_id", "description": "The ID of the list the email was sent to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "activity_timestamp": {"name": "activity_timestamp", "description": "The timestamp when the activity occurred.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "ip_address": {"name": "ip_address", "description": "The IP address recorded for the action.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "url": {"name": "url", "description": "If the action is a 'click', the URL on which the member clicked.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "bounce_type": {"name": "bounce_type", "description": "If the action is a 'bounce', the type of bounce received: 'hard', 'soft'.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "automation_id": {"name": "automation_id", "description": "The ID for the automation that relates to the activity.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "segment_id": {"name": "segment_id", "description": "The ID for the Segment that relates to the activity.", "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": "mailchimp://models/mailchimp.yml", "build_path": null, "unrendered_config": {"schema": "mailchimp_{{ var('directed_schema','dev') }}", "materialized": "table", "enabled": true}, "created_at": 1755187107.4429684, "relation_name": "\"postgres\".\"public_mailchimp_dev\".\"mailchimp__automation_activities\"", "raw_code": "{{ config(enabled=var('mailchimp_using_automations', True)) }}\n\nwith activities as (\n\n    select *\n    from {{ ref('stg_mailchimp__automation_activities') }}\n\n), automation_emails as (\n\n    select *\n    from {{ ref('stg_mailchimp__automation_emails') }}\n\n), automations as (\n\n    select *\n    from {{ ref('stg_mailchimp__automations') }}\n\n), joined as (\n\n    select \n        activities.*,\n        automations.automation_id,\n        automations.segment_id\n    from activities\n    left join automation_emails\n        on activities.automation_email_id = automation_emails.automation_email_id\n    left join automations\n        on automation_emails.automation_id = automations.automation_id\n\n)\n\nselect *\nfrom joined", "doc_blocks": [], "language": "sql", "refs": [{"name": "stg_mailchimp__automation_activities", "package": null, "version": null}, {"name": "stg_mailchimp__automation_emails", "package": null, "version": null}, {"name": "stg_mailchimp__automations", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": ["model.mailchimp.stg_mailchimp__automation_activities", "model.mailchimp.stg_mailchimp__automation_emails", "model.mailchimp.stg_mailchimp__automations"]}, "compiled_path": "target/compiled/mailchimp/models/mailchimp__automation_activities.sql", "compiled": true, "compiled_code": "\n\nwith activities as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__automation_activities\"\n\n), automation_emails as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__automation_emails\"\n\n), automations as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__automations\"\n\n), joined as (\n\n    select \n        activities.*,\n        automations.automation_id,\n        automations.segment_id\n    from activities\n    left join automation_emails\n        on activities.automation_email_id = automation_emails.automation_email_id\n    left join automations\n        on automation_emails.automation_id = automations.automation_id\n\n)\n\nselect *\nfrom joined", "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": ["activity_id"], "time_spine": null}, "model.mailchimp.mailchimp__lists": {"database": "postgres", "schema": "public_mailchimp_dev", "name": "mailchimp__lists", "resource_type": "model", "package_name": "mailchimp", "path": "mailchimp__lists.sql", "original_file_path": "models/mailchimp__lists.sql", "unique_id": "model.mailchimp.mailchimp__lists", "fqn": ["mailchimp", "mailchimp__lists"], "alias": "mailchimp__lists", "checksum": {"name": "sha256", "checksum": "1c9b3c40297b1c5069aa206fac391bce4792ae7051f1db998acb9e1c4a2bde34"}, "config": {"enabled": true, "alias": null, "schema": "mailchimp_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 list in Mailchimp, enriched with campaign metrics, (optionally) automation metrics and information about members.", "columns": {"list_id": {"name": "list_id", "description": "The unique ID of a list.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "date_created": {"name": "date_created", "description": "The date and time that a list was created.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "name": {"name": "name", "description": "The name of a list.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "list_rating": {"name": "list_rating", "description": "An auto-generated activity score for the list (0-5).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "beamer_address": {"name": "beamer_address", "description": "The list's email beamer address.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "contact_address_1": {"name": "contact_address_1", "description": "The street address for the list contact.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "contact_address_2": {"name": "contact_address_2", "description": "The street address for the list contact.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "contact_city": {"name": "contact_city", "description": "The city for the list contact.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "contact_company": {"name": "contact_company", "description": "The company name for the list.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "contact_country": {"name": "contact_country", "description": "A two-character ISO3166 country code. Defaults to US if invalid.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "contact_state": {"name": "contact_state", "description": "The state for the list contact.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "contact_zip": {"name": "contact_zip", "description": "The postal or zip code for the list contact.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "default_from_email": {"name": "default_from_email", "description": "The default from email for campaigns sent to a list.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "default_from_name": {"name": "default_from_name", "description": "The default from name for campaigns sent to a list.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "default_language": {"name": "default_language", "description": "The default language for a lists's forms.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "default_subject": {"name": "default_subject", "description": "The default subject line for campaigns sent to a list.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "email_type_option": {"name": "email_type_option", "description": "Whether the list supports multiple formats for emails.  When set to true, subscribers can choose whether they want to receive HTML or plain-text emails.  When set to false, subscribers will receive HTML emails, with a plain-text alternative backup.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "notify_on_subscribe": {"name": "notify_on_subscribe", "description": "The email address to send subscribe notifications to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "notify_on_unsubscribe": {"name": "notify_on_unsubscribe", "description": "The email address to send unsubscribe notifications to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "permission_reminder": {"name": "permission_reminder", "description": "The permission reminder for a list.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "subscribe_url_long": {"name": "subscribe_url_long", "description": "The full version of a list's subscribe form (host will vary).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "subscribe_url_short": {"name": "subscribe_url_short", "description": "Mailchimp's EepURL shortened version of a list's subscribe form.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "use_archive_bar": {"name": "use_archive_bar", "description": "Whether campaigns for this list use the Archive Bar in archives by default.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "visibility": {"name": "visibility", "description": "Whether this list is public or private.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "count_members": {"name": "count_members", "description": "The number of members in a list.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "most_recent_signup_timestamp": {"name": "most_recent_signup_timestamp", "description": "The date of the most recent signup to a list.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "campaign_sends": {"name": "campaign_sends", "description": "The number of sent emails from campaigns.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.mailchimp.campaign_sends"]}, "campaign_opens": {"name": "campaign_opens", "description": "The number of open events from campaign emails. \nThe same email being opened multiple times is included in this metric.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.mailchimp.campaign_opens"]}, "campaign_clicks": {"name": "campaign_clicks", "description": "The number of click events from campaign emails. \nThe same email being clicked multiple times is included in this metric.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.mailchimp.campaign_clicks"]}, "campaign_unique_opens": {"name": "campaign_unique_opens", "description": "The unique number of emails opened from campaign emails. \nIf a given email to a user was opened multiple times, it will only count once in this metric.\nThis is the metric for opens that is reported by Mailchimp.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.mailchimp.campaign_unique_opens"]}, "campaign_unique_clicks": {"name": "campaign_unique_clicks", "description": "The unique number of emails clicked from campaign emails. \nIf a given email to a user was clicked multiple times, it will only count once in this metric.\nThis is the metric for clicks that is reported by Mailchimp.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.mailchimp.campaign_unique_clicks"]}, "campaign_unsubscribes": {"name": "campaign_unsubscribes", "description": "The number of users who have unsubscribed from campaign emails.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.mailchimp.campaign_unsubscribes"]}, "automation_sends": {"name": "automation_sends", "description": "The number of sent emails from automations.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.mailchimp.automation_sends"]}, "automation_opens": {"name": "automation_opens", "description": "The number of open events from automation emails. \nThe same email being opened multiple times is included in this metric.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.mailchimp.automation_opens"]}, "automation_clicks": {"name": "automation_clicks", "description": "The number of click events from automation emails. \nThe same email being clicked multiple times is included in this metric.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.mailchimp.automation_clicks"]}, "automation_unique_opens": {"name": "automation_unique_opens", "description": "The unique number of emails opened from automation emails. \nIf a given email to a user was opened multiple times, it will only count once in this metric.\nThis is the metric for opens that is reported by Mailchimp.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.mailchimp.automation_unique_opens"]}, "automation_unique_clicks": {"name": "automation_unique_clicks", "description": "The unique number of emails clicked from automation emails. \nIf a given email to a user was clicked multiple times, it will only count once in this metric.\nThis is the metric for clicks that is reported by Mailchimp.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.mailchimp.automation_unique_clicks"]}, "automation_unsubscribes": {"name": "automation_unsubscribes", "description": "The number of users who have unsubscribed from automation emails.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.mailchimp.automation_unsubscribes"]}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "mailchimp://models/mailchimp.yml", "build_path": null, "unrendered_config": {"schema": "mailchimp_{{ var('directed_schema','dev') }}", "materialized": "table"}, "created_at": 1755187107.401487, "relation_name": "\"postgres\".\"public_mailchimp_dev\".\"mailchimp__lists\"", "raw_code": "with lists as (\n\n    select *\n    from {{ ref('stg_mailchimp__lists')}}\n\n), campaign_activities as (\n\n    select *\n    from {{ ref('int_mailchimp__campaign_activities_by_list') }}\n\n), members as (\n\n    select *\n    from {{ ref('int_mailchimp__members_by_list') }}\n\n), members_xf as (\n\n    select \n        lists.*,\n        coalesce(members.count_members,0) as count_members,\n        members.most_recent_signup_timestamp\n    from lists\n    left join members\n        on lists.list_id = members.list_id\n\n), metrics as (\n\n    select \n        members_xf.*,\n        coalesce(campaign_activities.sends,0) as campaign_sends,\n        coalesce(campaign_activities.opens,0) as campaign_opens,\n        coalesce(campaign_activities.clicks,0) as campaign_clicks,\n        coalesce(campaign_activities.unique_opens,0) as campaign_unique_opens,\n        coalesce(campaign_activities.unique_clicks,0) as campaign_unique_clicks\n\n        {% if var('mailchimp_using_unsubscribes', True) %}\n        , coalesce(campaign_activities.unsubscribes,0) as campaign_unsubscribes\n        {% endif %}\n    from members_xf\n    left join campaign_activities\n        on members_xf.list_id = campaign_activities.list_id\n\n{% if var('mailchimp_using_automations', True) %}\n\n), automation_activities as (\n\n    select *\n    from {{ ref('int_mailchimp__automation_activities_by_list') }}\n\n), metrics_xf as (\n\n    select \n        metrics.*,\n        coalesce(automation_activities.sends,0) as automation_sends,\n        coalesce(automation_activities.opens,0) as automation_opens,\n        coalesce(automation_activities.clicks,0) as automation_clicks,\n        coalesce(automation_activities.unique_opens,0) as automation_unique_opens,\n        coalesce(automation_activities.unique_clicks,0) as automation_unique_clicks\n        \n        {% if var('mailchimp_using_unsubscribes', True) %}\n        , coalesce(automation_activities.unsubscribes,0) as automation_unsubscribes\n        {% endif %}\n    from metrics\n    left join automation_activities\n        on metrics.list_id = automation_activities.list_id\n\n)\n\nselect *\nfrom metrics_xf\n\n{% else %}\n\n)\n\nselect *\nfrom metrics \n\n{% endif %}", "doc_blocks": [], "language": "sql", "refs": [{"name": "stg_mailchimp__lists", "package": null, "version": null}, {"name": "int_mailchimp__campaign_activities_by_list", "package": null, "version": null}, {"name": "int_mailchimp__members_by_list", "package": null, "version": null}, {"name": "int_mailchimp__automation_activities_by_list", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": ["model.mailchimp.stg_mailchimp__lists", "model.mailchimp.int_mailchimp__campaign_activities_by_list", "model.mailchimp.int_mailchimp__members_by_list", "model.mailchimp.int_mailchimp__automation_activities_by_list"]}, "compiled_path": "target/compiled/mailchimp/models/mailchimp__lists.sql", "compiled": true, "compiled_code": "with  __dbt__cte__int_mailchimp__campaign_activities_by_list as (\nwith recipients as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"mailchimp__campaign_recipients\"\n\n), pivoted as (\n\n    select \n        list_id,\n        count(*) as sends,\n        sum(opens) as opens,\n        sum(clicks) as clicks,\n        count(distinct case when was_opened = True then member_id end) as unique_opens,\n        count(distinct case when was_clicked = True then member_id end) as unique_clicks\n        \n        \n        , count(distinct case when was_unsubscribed = True then member_id end) as unsubscribes\n        \n    from recipients\n    group by 1\n    \n)\n\nselect *\nfrom pivoted\n),  __dbt__cte__int_mailchimp__members_by_list as (\nwith members as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"mailchimp__members\"\n\n), by_list as (\n\n    select \n        list_id,\n        count(*) as count_members,\n        max(signup_timestamp) as most_recent_signup_timestamp\n    from members \n    group by 1\n\n)\n\nselect *\nfrom by_list\n),  __dbt__cte__int_mailchimp__automation_recipients as (\n\n\nwith recipients as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__automation_recipients\"\n\n), automation_emails as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__automation_emails\"\n\n), automations as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__automations\"\n\n), joined as (\n\n    select \n        recipients.*,\n        automations.segment_id,\n        automations.automation_id\n\n    from recipients\n    left join automation_emails\n        on recipients.automation_email_id = automation_emails.automation_email_id\n    left join automations\n        on automation_emails.automation_id = automations.automation_id\n\n)\n\nselect * \nfrom joined\n),  __dbt__cte__int_mailchimp__automation_unsubscribes as (\n\n\nwith unsubscribes as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__unsubscribes\"\n\n), automation_emails as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__automation_emails\"\n\n), automations as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__automations\"\n\n), joined as (\n\n    select \n        unsubscribes.*,\n        automations.segment_id,\n        automations.automation_id\n\n    from unsubscribes\n    left join automation_emails\n        on unsubscribes.campaign_id = automation_emails.automation_email_id\n    left join automations\n        on automation_emails.automation_id = automations.automation_id\n\n)\n\nselect * \nfrom joined\n),  __dbt__cte__int_mailchimp__automation_activities_by_list as (\n\n\nwith activities as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"mailchimp__automation_activities\"\n\n), recipients as (\n\n    select *\n    from __dbt__cte__int_mailchimp__automation_recipients\n\n\n), unsubscribes as (\n\n    select *\n    from __dbt__cte__int_mailchimp__automation_unsubscribes\n\n), unsubscribes_xf as (\n\n    select\n        list_id,\n        count(*) as unsubscribes\n    from unsubscribes\n    group by 1\n\n\n-- aggregate automation opens and clicks by list\n\n), pivoted as (\n\n    select \n        list_id,\n        sum(case when action_type = 'open' then 1 end) as opens,\n        sum(case when action_type = 'click' then 1 end) as clicks, \n        count(distinct case when action_type = 'open' then member_id end) as unique_opens, \n        count(distinct case when action_type = 'click' then member_id end) as unique_clicks\n    from activities\n    group by 1\n\n), sends as (\n\n    select\n        list_id,\n        count(*) as sends\n    from recipients\n    group by 1\n\n), joined as (\n\n    select\n        coalesce(sends.list_id\n            , pivoted.list_id\n            , unsubscribes_xf.list_id\n            ) as list_id,\n        pivoted.opens,\n        pivoted.clicks,\n        pivoted.unique_opens,\n        pivoted.unique_clicks,\n        sends.sends\n        , unsubscribes_xf.unsubscribes\n    from sends\n    left join pivoted\n        on pivoted.list_id = sends.list_id\n\n    \n    left join unsubscribes_xf\n        on pivoted.list_id = unsubscribes_xf.list_id\n    \n)\n\nselect *\nfrom joined\n), lists as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__lists\"\n\n), campaign_activities as (\n\n    select *\n    from __dbt__cte__int_mailchimp__campaign_activities_by_list\n\n), members as (\n\n    select *\n    from __dbt__cte__int_mailchimp__members_by_list\n\n), members_xf as (\n\n    select \n        lists.*,\n        coalesce(members.count_members,0) as count_members,\n        members.most_recent_signup_timestamp\n    from lists\n    left join members\n        on lists.list_id = members.list_id\n\n), metrics as (\n\n    select \n        members_xf.*,\n        coalesce(campaign_activities.sends,0) as campaign_sends,\n        coalesce(campaign_activities.opens,0) as campaign_opens,\n        coalesce(campaign_activities.clicks,0) as campaign_clicks,\n        coalesce(campaign_activities.unique_opens,0) as campaign_unique_opens,\n        coalesce(campaign_activities.unique_clicks,0) as campaign_unique_clicks\n\n        \n        , coalesce(campaign_activities.unsubscribes,0) as campaign_unsubscribes\n        \n    from members_xf\n    left join campaign_activities\n        on members_xf.list_id = campaign_activities.list_id\n\n\n\n), automation_activities as (\n\n    select *\n    from __dbt__cte__int_mailchimp__automation_activities_by_list\n\n), metrics_xf as (\n\n    select \n        metrics.*,\n        coalesce(automation_activities.sends,0) as automation_sends,\n        coalesce(automation_activities.opens,0) as automation_opens,\n        coalesce(automation_activities.clicks,0) as automation_clicks,\n        coalesce(automation_activities.unique_opens,0) as automation_unique_opens,\n        coalesce(automation_activities.unique_clicks,0) as automation_unique_clicks\n        \n        \n        , coalesce(automation_activities.unsubscribes,0) as automation_unsubscribes\n        \n    from metrics\n    left join automation_activities\n        on metrics.list_id = automation_activities.list_id\n\n)\n\nselect *\nfrom metrics_xf\n\n", "extra_ctes_injected": true, "extra_ctes": [{"id": "model.mailchimp.int_mailchimp__campaign_activities_by_list", "sql": " __dbt__cte__int_mailchimp__campaign_activities_by_list as (\nwith recipients as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"mailchimp__campaign_recipients\"\n\n), pivoted as (\n\n    select \n        list_id,\n        count(*) as sends,\n        sum(opens) as opens,\n        sum(clicks) as clicks,\n        count(distinct case when was_opened = True then member_id end) as unique_opens,\n        count(distinct case when was_clicked = True then member_id end) as unique_clicks\n        \n        \n        , count(distinct case when was_unsubscribed = True then member_id end) as unsubscribes\n        \n    from recipients\n    group by 1\n    \n)\n\nselect *\nfrom pivoted\n)"}, {"id": "model.mailchimp.int_mailchimp__members_by_list", "sql": " __dbt__cte__int_mailchimp__members_by_list as (\nwith members as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"mailchimp__members\"\n\n), by_list as (\n\n    select \n        list_id,\n        count(*) as count_members,\n        max(signup_timestamp) as most_recent_signup_timestamp\n    from members \n    group by 1\n\n)\n\nselect *\nfrom by_list\n)"}, {"id": "model.mailchimp.int_mailchimp__automation_recipients", "sql": " __dbt__cte__int_mailchimp__automation_recipients as (\n\n\nwith recipients as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__automation_recipients\"\n\n), automation_emails as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__automation_emails\"\n\n), automations as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__automations\"\n\n), joined as (\n\n    select \n        recipients.*,\n        automations.segment_id,\n        automations.automation_id\n\n    from recipients\n    left join automation_emails\n        on recipients.automation_email_id = automation_emails.automation_email_id\n    left join automations\n        on automation_emails.automation_id = automations.automation_id\n\n)\n\nselect * \nfrom joined\n)"}, {"id": "model.mailchimp.int_mailchimp__automation_unsubscribes", "sql": " __dbt__cte__int_mailchimp__automation_unsubscribes as (\n\n\nwith unsubscribes as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__unsubscribes\"\n\n), automation_emails as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__automation_emails\"\n\n), automations as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__automations\"\n\n), joined as (\n\n    select \n        unsubscribes.*,\n        automations.segment_id,\n        automations.automation_id\n\n    from unsubscribes\n    left join automation_emails\n        on unsubscribes.campaign_id = automation_emails.automation_email_id\n    left join automations\n        on automation_emails.automation_id = automations.automation_id\n\n)\n\nselect * \nfrom joined\n)"}, {"id": "model.mailchimp.int_mailchimp__automation_activities_by_list", "sql": " __dbt__cte__int_mailchimp__automation_activities_by_list as (\n\n\nwith activities as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"mailchimp__automation_activities\"\n\n), recipients as (\n\n    select *\n    from __dbt__cte__int_mailchimp__automation_recipients\n\n\n), unsubscribes as (\n\n    select *\n    from __dbt__cte__int_mailchimp__automation_unsubscribes\n\n), unsubscribes_xf as (\n\n    select\n        list_id,\n        count(*) as unsubscribes\n    from unsubscribes\n    group by 1\n\n\n-- aggregate automation opens and clicks by list\n\n), pivoted as (\n\n    select \n        list_id,\n        sum(case when action_type = 'open' then 1 end) as opens,\n        sum(case when action_type = 'click' then 1 end) as clicks, \n        count(distinct case when action_type = 'open' then member_id end) as unique_opens, \n        count(distinct case when action_type = 'click' then member_id end) as unique_clicks\n    from activities\n    group by 1\n\n), sends as (\n\n    select\n        list_id,\n        count(*) as sends\n    from recipients\n    group by 1\n\n), joined as (\n\n    select\n        coalesce(sends.list_id\n            , pivoted.list_id\n            , unsubscribes_xf.list_id\n            ) as list_id,\n        pivoted.opens,\n        pivoted.clicks,\n        pivoted.unique_opens,\n        pivoted.unique_clicks,\n        sends.sends\n        , unsubscribes_xf.unsubscribes\n    from sends\n    left join pivoted\n        on pivoted.list_id = sends.list_id\n\n    \n    left join unsubscribes_xf\n        on pivoted.list_id = unsubscribes_xf.list_id\n    \n)\n\nselect *\nfrom joined\n)"}], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null, "primary_key": ["list_id"], "time_spine": null}, "model.mailchimp.mailchimp__segments": {"database": "postgres", "schema": "public_mailchimp_dev", "name": "mailchimp__segments", "resource_type": "model", "package_name": "mailchimp", "path": "mailchimp__segments.sql", "original_file_path": "models/mailchimp__segments.sql", "unique_id": "model.mailchimp.mailchimp__segments", "fqn": ["mailchimp", "mailchimp__segments"], "alias": "mailchimp__segments", "checksum": {"name": "sha256", "checksum": "c3b811cfd76b1427b79ef1484f65e5ce197f8c7599cdf606856b925c68e3f9ab"}, "config": {"enabled": true, "alias": null, "schema": "mailchimp_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 segment in Mailchimp, enriched with campaign metrics and (optionally) automation metrics. (Enabled if you are using segments.)", "columns": {"segment_id": {"name": "segment_id", "description": "The ID for the Segment from Mailchimp", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "list_id": {"name": "list_id", "description": "The ID of the List the segment is part of.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "list_name": {"name": "list_name", "description": "The name of the List the segment is part of.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "member_count": {"name": "member_count", "description": "The number of members in the segment.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "segment_name": {"name": "segment_name", "description": "The name of the segment.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "segment_type": {"name": "segment_type", "description": "The type of segment", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "updated_timestamp": {"name": "updated_timestamp", "description": "The date and time the segment was last updated.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "created_timestamp": {"name": "created_timestamp", "description": "The date and time the segment was created.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "campaign_sends": {"name": "campaign_sends", "description": "The number of sent emails from campaigns.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.mailchimp.campaign_sends"]}, "campaign_opens": {"name": "campaign_opens", "description": "The number of open events from campaign emails. \nThe same email being opened multiple times is included in this metric.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.mailchimp.campaign_opens"]}, "campaign_clicks": {"name": "campaign_clicks", "description": "The number of click events from campaign emails. \nThe same email being clicked multiple times is included in this metric.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.mailchimp.campaign_clicks"]}, "campaign_unique_opens": {"name": "campaign_unique_opens", "description": "The unique number of emails opened from campaign emails. \nIf a given email to a user was opened multiple times, it will only count once in this metric.\nThis is the metric for opens that is reported by Mailchimp.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.mailchimp.campaign_unique_opens"]}, "campaign_unique_clicks": {"name": "campaign_unique_clicks", "description": "The unique number of emails clicked from campaign emails. \nIf a given email to a user was clicked multiple times, it will only count once in this metric.\nThis is the metric for clicks that is reported by Mailchimp.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.mailchimp.campaign_unique_clicks"]}, "campaign_unsubscribes": {"name": "campaign_unsubscribes", "description": "The number of users who have unsubscribed from campaign emails.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.mailchimp.campaign_unsubscribes"]}, "automation_sends": {"name": "automation_sends", "description": "The number of sent emails from automations.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.mailchimp.automation_sends"]}, "automation_opens": {"name": "automation_opens", "description": "The number of open events from automation emails. \nThe same email being opened multiple times is included in this metric.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.mailchimp.automation_opens"]}, "automation_clicks": {"name": "automation_clicks", "description": "The number of click events from automation emails. \nThe same email being clicked multiple times is included in this metric.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.mailchimp.automation_clicks"]}, "automation_unique_opens": {"name": "automation_unique_opens", "description": "The unique number of emails opened from automation emails. \nIf a given email to a user was opened multiple times, it will only count once in this metric.\nThis is the metric for opens that is reported by Mailchimp.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.mailchimp.automation_unique_opens"]}, "automation_unique_clicks": {"name": "automation_unique_clicks", "description": "The unique number of emails clicked from automation emails. \nIf a given email to a user was clicked multiple times, it will only count once in this metric.\nThis is the metric for clicks that is reported by Mailchimp.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.mailchimp.automation_unique_clicks"]}, "automation_unsubscribes": {"name": "automation_unsubscribes", "description": "The number of users who have unsubscribed from automation emails.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.mailchimp.automation_unsubscribes"]}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "mailchimp://models/mailchimp.yml", "build_path": null, "unrendered_config": {"schema": "mailchimp_{{ var('directed_schema','dev') }}", "materialized": "table", "enabled": true}, "created_at": 1755187107.4460006, "relation_name": "\"postgres\".\"public_mailchimp_dev\".\"mailchimp__segments\"", "raw_code": "{{ config(enabled=var('mailchimp_using_segments', True)) }}\n\nwith segments as (\n\n    select *\n    from {{ ref('stg_mailchimp__segments')}}\n\n), campaign_activities as (\n\n    select *\n    from {{ ref('int_mailchimp__campaign_activities_by_segment') }}\n\n), lists as (\n\n    select *\n    from {{ ref('stg_mailchimp__lists')}}\n\n), metrics as (\n\n    select \n        segments.*,\n        lists.name as list_name,\n        coalesce(campaign_activities.sends,0) as campaign_sends,\n        coalesce(campaign_activities.opens,0) as campaign_opens,\n        coalesce(campaign_activities.clicks,0) as campaign_clicks,\n        coalesce(campaign_activities.unique_opens,0) as campaign_unique_opens,\n        coalesce(campaign_activities.unique_clicks,0) as campaign_unique_clicks\n\n        {% if var('mailchimp_using_unsubscribes', True) %}\n        , coalesce(campaign_activities.unsubscribes,0) as campaign_unsubscribes\n        {% endif %}\n    from segments\n    left join campaign_activities\n        on segments.segment_id = campaign_activities.segment_id\n    left join lists \n        on segments.list_id = lists.list_id\n\n{% if var('mailchimp_using_automations', True) %}\n\n), automation_activities as (\n\n    select *\n    from {{ ref('int_mailchimp__automation_activities_by_segment') }}\n\n), metrics_xf as (\n\n    select \n        metrics.*,\n        coalesce(automation_activities.sends,0) as automation_sends,\n        coalesce(automation_activities.opens,0) as automation_opens,\n        coalesce(automation_activities.clicks,0) as automation_clicks,\n        coalesce(automation_activities.unique_opens,0) as automation_unique_opens,\n        coalesce(automation_activities.unique_clicks,0) as automation_unique_clicks\n\n        {% if var('mailchimp_using_unsubscribes', True) %}\n        , coalesce(automation_activities.unsubscribes,0) as automation_unsubscribes\n        {% endif %}\n    from metrics\n    left join automation_activities\n        on metrics.segment_id = automation_activities.segment_id\n\n)\n\nselect *\nfrom metrics_xf\n\n{% else %}\n\n)\n\nselect *\nfrom metrics \n\n{% endif %}", "doc_blocks": [], "language": "sql", "refs": [{"name": "stg_mailchimp__segments", "package": null, "version": null}, {"name": "int_mailchimp__campaign_activities_by_segment", "package": null, "version": null}, {"name": "stg_mailchimp__lists", "package": null, "version": null}, {"name": "int_mailchimp__automation_activities_by_segment", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": ["model.mailchimp.stg_mailchimp__segments", "model.mailchimp.int_mailchimp__campaign_activities_by_segment", "model.mailchimp.stg_mailchimp__lists", "model.mailchimp.int_mailchimp__automation_activities_by_segment"]}, "compiled_path": "target/compiled/mailchimp/models/mailchimp__segments.sql", "compiled": true, "compiled_code": "\n\nwith  __dbt__cte__int_mailchimp__campaign_activities_by_segment as (\n\n\nwith recipients as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"mailchimp__campaign_recipients\"\n\n), pivoted as (\n\n    select \n        segment_id,\n        count(*) as sends,\n        sum(opens) as opens,\n        sum(clicks) as clicks,\n        count(distinct case when was_opened = True then member_id end) as unique_opens,\n        count(distinct case when was_clicked = True then member_id end) as unique_clicks\n        \n        \n        , count(distinct case when was_unsubscribed = True then member_id end) as unsubscribes\n        \n    from recipients\n    where segment_id is not null\n    group by 1\n    \n)\n\nselect *\nfrom pivoted\n),  __dbt__cte__int_mailchimp__automation_recipients as (\n\n\nwith recipients as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__automation_recipients\"\n\n), automation_emails as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__automation_emails\"\n\n), automations as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__automations\"\n\n), joined as (\n\n    select \n        recipients.*,\n        automations.segment_id,\n        automations.automation_id\n\n    from recipients\n    left join automation_emails\n        on recipients.automation_email_id = automation_emails.automation_email_id\n    left join automations\n        on automation_emails.automation_id = automations.automation_id\n\n)\n\nselect * \nfrom joined\n),  __dbt__cte__int_mailchimp__automation_unsubscribes as (\n\n\nwith unsubscribes as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__unsubscribes\"\n\n), automation_emails as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__automation_emails\"\n\n), automations as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__automations\"\n\n), joined as (\n\n    select \n        unsubscribes.*,\n        automations.segment_id,\n        automations.automation_id\n\n    from unsubscribes\n    left join automation_emails\n        on unsubscribes.campaign_id = automation_emails.automation_email_id\n    left join automations\n        on automation_emails.automation_id = automations.automation_id\n\n)\n\nselect * \nfrom joined\n),  __dbt__cte__int_mailchimp__automation_activities_by_segment as (\n\n\nwith activities as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"mailchimp__automation_activities\"\n\n), recipients as (\n\n    select *\n    from __dbt__cte__int_mailchimp__automation_recipients\n\n\n), unsubscribes as (\n\n    select *\n    from __dbt__cte__int_mailchimp__automation_unsubscribes\n\n), unsubscribes_xf as (\n\n    select\n        segment_id,\n        count(*) as unsubscribes\n    from unsubscribes\n    where segment_id is not null\n    group by 1\n\n\n-- aggregate automation opens and clicks by segment\n\n), pivoted as (\n\n    select \n        segment_id,\n        sum(case when action_type = 'open' then 1 end) as opens,\n        sum(case when action_type = 'click' then 1 end) as clicks, \n        count(distinct case when action_type = 'open' then segment_id end) as unique_opens, \n        count(distinct case when action_type = 'click' then segment_id end) as unique_clicks\n    from activities\n    where segment_id is not null\n    group by 1\n\n), sends as (\n\n    select\n        segment_id,\n        count(*) as sends\n    from recipients\n    where segment_id is not null\n    group by 1\n\n), joined as (\n\n    select\n        coalesce(sends.segment_id\n            , pivoted.segment_id\n            , unsubscribes_xf.segment_id\n            ) as segment_id,\n        pivoted.opens,\n        pivoted.clicks,\n        pivoted.unique_opens,\n        pivoted.unique_clicks,\n        sends.sends\n        , unsubscribes_xf.unsubscribes\n    from sends\n    left join pivoted\n        on pivoted.segment_id = sends.segment_id\n    \n    \n    left join unsubscribes_xf\n        on pivoted.segment_id = unsubscribes_xf.segment_id\n    \n)\n\nselect *\nfrom joined\n), segments as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__segments\"\n\n), campaign_activities as (\n\n    select *\n    from __dbt__cte__int_mailchimp__campaign_activities_by_segment\n\n), lists as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__lists\"\n\n), metrics as (\n\n    select \n        segments.*,\n        lists.name as list_name,\n        coalesce(campaign_activities.sends,0) as campaign_sends,\n        coalesce(campaign_activities.opens,0) as campaign_opens,\n        coalesce(campaign_activities.clicks,0) as campaign_clicks,\n        coalesce(campaign_activities.unique_opens,0) as campaign_unique_opens,\n        coalesce(campaign_activities.unique_clicks,0) as campaign_unique_clicks\n\n        \n        , coalesce(campaign_activities.unsubscribes,0) as campaign_unsubscribes\n        \n    from segments\n    left join campaign_activities\n        on segments.segment_id = campaign_activities.segment_id\n    left join lists \n        on segments.list_id = lists.list_id\n\n\n\n), automation_activities as (\n\n    select *\n    from __dbt__cte__int_mailchimp__automation_activities_by_segment\n\n), metrics_xf as (\n\n    select \n        metrics.*,\n        coalesce(automation_activities.sends,0) as automation_sends,\n        coalesce(automation_activities.opens,0) as automation_opens,\n        coalesce(automation_activities.clicks,0) as automation_clicks,\n        coalesce(automation_activities.unique_opens,0) as automation_unique_opens,\n        coalesce(automation_activities.unique_clicks,0) as automation_unique_clicks\n\n        \n        , coalesce(automation_activities.unsubscribes,0) as automation_unsubscribes\n        \n    from metrics\n    left join automation_activities\n        on metrics.segment_id = automation_activities.segment_id\n\n)\n\nselect *\nfrom metrics_xf\n\n", "extra_ctes_injected": true, "extra_ctes": [{"id": "model.mailchimp.int_mailchimp__campaign_activities_by_segment", "sql": " __dbt__cte__int_mailchimp__campaign_activities_by_segment as (\n\n\nwith recipients as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"mailchimp__campaign_recipients\"\n\n), pivoted as (\n\n    select \n        segment_id,\n        count(*) as sends,\n        sum(opens) as opens,\n        sum(clicks) as clicks,\n        count(distinct case when was_opened = True then member_id end) as unique_opens,\n        count(distinct case when was_clicked = True then member_id end) as unique_clicks\n        \n        \n        , count(distinct case when was_unsubscribed = True then member_id end) as unsubscribes\n        \n    from recipients\n    where segment_id is not null\n    group by 1\n    \n)\n\nselect *\nfrom pivoted\n)"}, {"id": "model.mailchimp.int_mailchimp__automation_recipients", "sql": " __dbt__cte__int_mailchimp__automation_recipients as (\n\n\nwith recipients as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__automation_recipients\"\n\n), automation_emails as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__automation_emails\"\n\n), automations as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__automations\"\n\n), joined as (\n\n    select \n        recipients.*,\n        automations.segment_id,\n        automations.automation_id\n\n    from recipients\n    left join automation_emails\n        on recipients.automation_email_id = automation_emails.automation_email_id\n    left join automations\n        on automation_emails.automation_id = automations.automation_id\n\n)\n\nselect * \nfrom joined\n)"}, {"id": "model.mailchimp.int_mailchimp__automation_unsubscribes", "sql": " __dbt__cte__int_mailchimp__automation_unsubscribes as (\n\n\nwith unsubscribes as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__unsubscribes\"\n\n), automation_emails as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__automation_emails\"\n\n), automations as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__automations\"\n\n), joined as (\n\n    select \n        unsubscribes.*,\n        automations.segment_id,\n        automations.automation_id\n\n    from unsubscribes\n    left join automation_emails\n        on unsubscribes.campaign_id = automation_emails.automation_email_id\n    left join automations\n        on automation_emails.automation_id = automations.automation_id\n\n)\n\nselect * \nfrom joined\n)"}, {"id": "model.mailchimp.int_mailchimp__automation_activities_by_segment", "sql": " __dbt__cte__int_mailchimp__automation_activities_by_segment as (\n\n\nwith activities as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"mailchimp__automation_activities\"\n\n), recipients as (\n\n    select *\n    from __dbt__cte__int_mailchimp__automation_recipients\n\n\n), unsubscribes as (\n\n    select *\n    from __dbt__cte__int_mailchimp__automation_unsubscribes\n\n), unsubscribes_xf as (\n\n    select\n        segment_id,\n        count(*) as unsubscribes\n    from unsubscribes\n    where segment_id is not null\n    group by 1\n\n\n-- aggregate automation opens and clicks by segment\n\n), pivoted as (\n\n    select \n        segment_id,\n        sum(case when action_type = 'open' then 1 end) as opens,\n        sum(case when action_type = 'click' then 1 end) as clicks, \n        count(distinct case when action_type = 'open' then segment_id end) as unique_opens, \n        count(distinct case when action_type = 'click' then segment_id end) as unique_clicks\n    from activities\n    where segment_id is not null\n    group by 1\n\n), sends as (\n\n    select\n        segment_id,\n        count(*) as sends\n    from recipients\n    where segment_id is not null\n    group by 1\n\n), joined as (\n\n    select\n        coalesce(sends.segment_id\n            , pivoted.segment_id\n            , unsubscribes_xf.segment_id\n            ) as segment_id,\n        pivoted.opens,\n        pivoted.clicks,\n        pivoted.unique_opens,\n        pivoted.unique_clicks,\n        sends.sends\n        , unsubscribes_xf.unsubscribes\n    from sends\n    left join pivoted\n        on pivoted.segment_id = sends.segment_id\n    \n    \n    left join unsubscribes_xf\n        on pivoted.segment_id = unsubscribes_xf.segment_id\n    \n)\n\nselect *\nfrom joined\n)"}], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null, "primary_key": ["segment_id"], "time_spine": null}, "model.mailchimp.mailchimp__members": {"database": "postgres", "schema": "public_mailchimp_dev", "name": "mailchimp__members", "resource_type": "model", "package_name": "mailchimp", "path": "mailchimp__members.sql", "original_file_path": "models/mailchimp__members.sql", "unique_id": "model.mailchimp.mailchimp__members", "fqn": ["mailchimp", "mailchimp__members"], "alias": "mailchimp__members", "checksum": {"name": "sha256", "checksum": "c3e95b9aa2c182177546eb9dd94cca70b6e75adf30364aa471f88e2c32eee37e"}, "config": {"enabled": true, "alias": null, "schema": "mailchimp_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 member in Mailchimp, enriched with campaign metrics and (optionally) automation metrics.", "columns": {"member_id": {"name": "member_id", "description": "The ID of the member.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "email_address": {"name": "email_address", "description": "Email address for a subscriber.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "email_client": {"name": "email_client", "description": "The list member's email client.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "email_type": {"name": "email_type", "description": "Type of email this member asked to get ('html' or 'text').", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "status": {"name": "status", "description": "Subscriber's current status.  Possible Values: subscribed, unsubscribed, cleaned, pending, transactional, archived\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "list_id": {"name": "list_id", "description": "The ID of the list the member belongs to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "signup_timestamp": {"name": "signup_timestamp", "description": "The date and time the subscriber signed up for the list.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "opt_in_timestamp": {"name": "opt_in_timestamp", "description": "The date and time the subscribe confirmed their opt-in status.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "last_changed_timestamp": {"name": "last_changed_timestamp", "description": "The date and time the member's info was last changed.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "country_code": {"name": "country_code", "description": "The member's unique code for the location country.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "dstoff": {"name": "dstoff", "description": "The member's offset for timezones where daylight saving time is observed.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "gmtoff": {"name": "gmtoff", "description": "The member's time difference in hours from GMT.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "opt_in_ip_address": {"name": "opt_in_ip_address", "description": "The IP address the subscriber used to confirm their opt-in status.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "signup_ip_address": {"name": "signup_ip_address", "description": "IP address the subscriber signed up from.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "language": {"name": "language", "description": "If set/detected, the subscriber's language.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "latitude": {"name": "latitude", "description": "The member's location latitude.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "longitude": {"name": "longitude", "description": "The member's location longitude.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "member_rating": {"name": "member_rating", "description": "Star rating for this member, between 1 and 5.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "timezone": {"name": "timezone", "description": "The timezone for the member's location.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "unique_email_id": {"name": "unique_email_id", "description": "An identifier for the address across all of Mailchimp.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "vip": {"name": "vip", "description": "VIP status for subscriber.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "campaign_sends": {"name": "campaign_sends", "description": "The number of sent emails from campaigns.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.mailchimp.campaign_sends"]}, "campaign_opens": {"name": "campaign_opens", "description": "The number of open events from campaign emails. \nThe same email being opened multiple times is included in this metric.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.mailchimp.campaign_opens"]}, "campaign_clicks": {"name": "campaign_clicks", "description": "The number of click events from campaign emails. \nThe same email being clicked multiple times is included in this metric.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.mailchimp.campaign_clicks"]}, "campaign_unique_opens": {"name": "campaign_unique_opens", "description": "The unique number of emails opened from campaign emails. \nIf a given email to a user was opened multiple times, it will only count once in this metric.\nThis is the metric for opens that is reported by Mailchimp.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.mailchimp.campaign_unique_opens"]}, "campaign_unique_clicks": {"name": "campaign_unique_clicks", "description": "The unique number of emails clicked from campaign emails. \nIf a given email to a user was clicked multiple times, it will only count once in this metric.\nThis is the metric for clicks that is reported by Mailchimp.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.mailchimp.campaign_unique_clicks"]}, "campaign_unsubscribes": {"name": "campaign_unsubscribes", "description": "The number of users who have unsubscribed from campaign emails.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.mailchimp.campaign_unsubscribes"]}, "automation_sends": {"name": "automation_sends", "description": "The number of sent emails from automations.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.mailchimp.automation_sends"]}, "automation_opens": {"name": "automation_opens", "description": "The number of open events from automation emails. \nThe same email being opened multiple times is included in this metric.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.mailchimp.automation_opens"]}, "automation_clicks": {"name": "automation_clicks", "description": "The number of click events from automation emails. \nThe same email being clicked multiple times is included in this metric.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.mailchimp.automation_clicks"]}, "automation_unique_opens": {"name": "automation_unique_opens", "description": "The unique number of emails opened from automation emails. \nIf a given email to a user was opened multiple times, it will only count once in this metric.\nThis is the metric for opens that is reported by Mailchimp.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.mailchimp.automation_unique_opens"]}, "automation_unique_clicks": {"name": "automation_unique_clicks", "description": "The unique number of emails clicked from automation emails. \nIf a given email to a user was clicked multiple times, it will only count once in this metric.\nThis is the metric for clicks that is reported by Mailchimp.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.mailchimp.automation_unique_clicks"]}, "automation_unsubscribes": {"name": "automation_unsubscribes", "description": "The number of users who have unsubscribed from automation emails.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.mailchimp.automation_unsubscribes"]}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "mailchimp://models/mailchimp.yml", "build_path": null, "unrendered_config": {"schema": "mailchimp_{{ var('directed_schema','dev') }}", "materialized": "table"}, "created_at": 1755187107.4099033, "relation_name": "\"postgres\".\"public_mailchimp_dev\".\"mailchimp__members\"", "raw_code": "with members as (\n\n    select *\n    from {{ ref('stg_mailchimp__members')}}\n\n), campaign_activities as (\n\n    select *\n    from {{ ref('int_mailchimp__campaign_activities_by_member') }}\n\n), metrics as (\n\n    select \n        members.*,\n        coalesce(campaign_activities.sends,0) as campaign_sends,\n        coalesce(campaign_activities.opens,0) as campaign_opens,\n        coalesce(campaign_activities.clicks,0) as campaign_clicks,\n        coalesce(campaign_activities.unique_opens,0) as campaign_unique_opens,\n        coalesce(campaign_activities.unique_clicks,0) as campaign_unique_clicks\n\n        {% if var('mailchimp_using_unsubscribes', True) %}\n        , coalesce(campaign_activities.unsubscribes,0) as campaign_unsubscribes\n        {% endif %}\n    from members\n    left join campaign_activities\n        on members.member_id = campaign_activities.member_id\n        and members.list_id = campaign_activities.list_id\n\n{% if var('mailchimp_using_automations', True) %}\n\n), automation_activities as (\n\n    select *\n    from {{ ref('int_mailchimp__automation_activities_by_member') }}\n\n), metrics_xf as (\n\n    select \n        metrics.*,\n        coalesce(automation_activities.sends,0) as automation_sends,\n        coalesce(automation_activities.opens,0) as automation_opens,\n        coalesce(automation_activities.clicks,0) as automation_clicks,\n        coalesce(automation_activities.unique_opens,0) as automation_unique_opens,\n        coalesce(automation_activities.unique_clicks,0) as automation_unique_clicks\n\n        {% if var('mailchimp_using_unsubscribes', True) %}\n        , coalesce(automation_activities.unsubscribes,0) as automation_unsubscribes\n        {% endif %}\n    from metrics\n    left join automation_activities\n        on metrics.member_id = automation_activities.member_id\n        and metrics.list_id = automation_activities.list_id\n\n)\n\nselect *\nfrom metrics_xf\n\n{% else %}\n\n)\n\nselect *\nfrom metrics \n\n{% endif %}", "doc_blocks": [], "language": "sql", "refs": [{"name": "stg_mailchimp__members", "package": null, "version": null}, {"name": "int_mailchimp__campaign_activities_by_member", "package": null, "version": null}, {"name": "int_mailchimp__automation_activities_by_member", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": ["model.mailchimp.stg_mailchimp__members", "model.mailchimp.int_mailchimp__campaign_activities_by_member", "model.mailchimp.int_mailchimp__automation_activities_by_member"]}, "compiled_path": "target/compiled/mailchimp/models/mailchimp__members.sql", "compiled": true, "compiled_code": "with  __dbt__cte__int_mailchimp__campaign_activities_by_member as (\nwith recipients as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"mailchimp__campaign_recipients\"\n\n), pivoted as (\n\n    select \n        member_id,\n        list_id,\n        count(*) as sends,\n        sum(opens) as opens,\n        sum(clicks) as clicks,\n        count(distinct case when was_opened = True then member_id end) as unique_opens,\n        count(distinct case when was_clicked = True then member_id end) as unique_clicks\n        \n        \n        , count(distinct case when was_unsubscribed = True then member_id end) as unsubscribes\n        \n    from recipients\n    group by 1,2\n    \n)\n\nselect *\nfrom pivoted\n),  __dbt__cte__int_mailchimp__automation_recipients as (\n\n\nwith recipients as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__automation_recipients\"\n\n), automation_emails as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__automation_emails\"\n\n), automations as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__automations\"\n\n), joined as (\n\n    select \n        recipients.*,\n        automations.segment_id,\n        automations.automation_id\n\n    from recipients\n    left join automation_emails\n        on recipients.automation_email_id = automation_emails.automation_email_id\n    left join automations\n        on automation_emails.automation_id = automations.automation_id\n\n)\n\nselect * \nfrom joined\n),  __dbt__cte__int_mailchimp__automation_unsubscribes as (\n\n\nwith unsubscribes as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__unsubscribes\"\n\n), automation_emails as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__automation_emails\"\n\n), automations as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__automations\"\n\n), joined as (\n\n    select \n        unsubscribes.*,\n        automations.segment_id,\n        automations.automation_id\n\n    from unsubscribes\n    left join automation_emails\n        on unsubscribes.campaign_id = automation_emails.automation_email_id\n    left join automations\n        on automation_emails.automation_id = automations.automation_id\n\n)\n\nselect * \nfrom joined\n),  __dbt__cte__int_mailchimp__automation_activities_by_member as (\n\n\nwith activities as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"mailchimp__automation_activities\"\n\n), recipients as (\n\n    select *\n    from __dbt__cte__int_mailchimp__automation_recipients\n\n\n), unsubscribes as (\n\n    select *\n    from __dbt__cte__int_mailchimp__automation_unsubscribes\n\n), unsubscribes_xf as (\n\n    select\n        member_id,\n        list_id,\n        count(*) as unsubscribes\n    from unsubscribes\n    group by 1,2\n\n\n-- aggregate automation opens and clicks by member\n\n), pivoted as (\n\n    select \n        member_id,\n        list_id,\n        sum(case when action_type = 'open' then 1 end) as opens,\n        sum(case when action_type = 'click' then 1 end) as clicks, \n        count(distinct case when action_type = 'open' then member_id end) as unique_opens, \n        count(distinct case when action_type = 'click' then member_id end) as unique_clicks\n    from activities\n    group by 1,2\n\n), sends as (\n\n    select\n        member_id,\n        list_id,\n        count(*) as sends\n    from recipients\n    group by 1,2\n\n), joined as (\n\n    select\n        coalesce(sends.member_id\n            , pivoted.member_id\n            , unsubscribes_xf.member_id\n            ) as member_id,\n        pivoted.list_id,\n        pivoted.opens,\n        pivoted.clicks,\n        pivoted.unique_opens,\n        pivoted.unique_clicks,\n        sends.sends\n        , unsubscribes_xf.unsubscribes\n    from sends\n    left join pivoted\n        on pivoted.member_id = sends.member_id\n        and pivoted.list_id = sends.list_id\n\n    \n    left join unsubscribes_xf\n        on unsubscribes_xf.member_id = sends.member_id\n        and unsubscribes_xf.list_id = sends.list_id\n    \n\n)\n\nselect *\nfrom joined\n), members as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__members\"\n\n), campaign_activities as (\n\n    select *\n    from __dbt__cte__int_mailchimp__campaign_activities_by_member\n\n), metrics as (\n\n    select \n        members.*,\n        coalesce(campaign_activities.sends,0) as campaign_sends,\n        coalesce(campaign_activities.opens,0) as campaign_opens,\n        coalesce(campaign_activities.clicks,0) as campaign_clicks,\n        coalesce(campaign_activities.unique_opens,0) as campaign_unique_opens,\n        coalesce(campaign_activities.unique_clicks,0) as campaign_unique_clicks\n\n        \n        , coalesce(campaign_activities.unsubscribes,0) as campaign_unsubscribes\n        \n    from members\n    left join campaign_activities\n        on members.member_id = campaign_activities.member_id\n        and members.list_id = campaign_activities.list_id\n\n\n\n), automation_activities as (\n\n    select *\n    from __dbt__cte__int_mailchimp__automation_activities_by_member\n\n), metrics_xf as (\n\n    select \n        metrics.*,\n        coalesce(automation_activities.sends,0) as automation_sends,\n        coalesce(automation_activities.opens,0) as automation_opens,\n        coalesce(automation_activities.clicks,0) as automation_clicks,\n        coalesce(automation_activities.unique_opens,0) as automation_unique_opens,\n        coalesce(automation_activities.unique_clicks,0) as automation_unique_clicks\n\n        \n        , coalesce(automation_activities.unsubscribes,0) as automation_unsubscribes\n        \n    from metrics\n    left join automation_activities\n        on metrics.member_id = automation_activities.member_id\n        and metrics.list_id = automation_activities.list_id\n\n)\n\nselect *\nfrom metrics_xf\n\n", "extra_ctes_injected": true, "extra_ctes": [{"id": "model.mailchimp.int_mailchimp__campaign_activities_by_member", "sql": " __dbt__cte__int_mailchimp__campaign_activities_by_member as (\nwith recipients as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"mailchimp__campaign_recipients\"\n\n), pivoted as (\n\n    select \n        member_id,\n        list_id,\n        count(*) as sends,\n        sum(opens) as opens,\n        sum(clicks) as clicks,\n        count(distinct case when was_opened = True then member_id end) as unique_opens,\n        count(distinct case when was_clicked = True then member_id end) as unique_clicks\n        \n        \n        , count(distinct case when was_unsubscribed = True then member_id end) as unsubscribes\n        \n    from recipients\n    group by 1,2\n    \n)\n\nselect *\nfrom pivoted\n)"}, {"id": "model.mailchimp.int_mailchimp__automation_recipients", "sql": " __dbt__cte__int_mailchimp__automation_recipients as (\n\n\nwith recipients as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__automation_recipients\"\n\n), automation_emails as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__automation_emails\"\n\n), automations as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__automations\"\n\n), joined as (\n\n    select \n        recipients.*,\n        automations.segment_id,\n        automations.automation_id\n\n    from recipients\n    left join automation_emails\n        on recipients.automation_email_id = automation_emails.automation_email_id\n    left join automations\n        on automation_emails.automation_id = automations.automation_id\n\n)\n\nselect * \nfrom joined\n)"}, {"id": "model.mailchimp.int_mailchimp__automation_unsubscribes", "sql": " __dbt__cte__int_mailchimp__automation_unsubscribes as (\n\n\nwith unsubscribes as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__unsubscribes\"\n\n), automation_emails as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__automation_emails\"\n\n), automations as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__automations\"\n\n), joined as (\n\n    select \n        unsubscribes.*,\n        automations.segment_id,\n        automations.automation_id\n\n    from unsubscribes\n    left join automation_emails\n        on unsubscribes.campaign_id = automation_emails.automation_email_id\n    left join automations\n        on automation_emails.automation_id = automations.automation_id\n\n)\n\nselect * \nfrom joined\n)"}, {"id": "model.mailchimp.int_mailchimp__automation_activities_by_member", "sql": " __dbt__cte__int_mailchimp__automation_activities_by_member as (\n\n\nwith activities as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"mailchimp__automation_activities\"\n\n), recipients as (\n\n    select *\n    from __dbt__cte__int_mailchimp__automation_recipients\n\n\n), unsubscribes as (\n\n    select *\n    from __dbt__cte__int_mailchimp__automation_unsubscribes\n\n), unsubscribes_xf as (\n\n    select\n        member_id,\n        list_id,\n        count(*) as unsubscribes\n    from unsubscribes\n    group by 1,2\n\n\n-- aggregate automation opens and clicks by member\n\n), pivoted as (\n\n    select \n        member_id,\n        list_id,\n        sum(case when action_type = 'open' then 1 end) as opens,\n        sum(case when action_type = 'click' then 1 end) as clicks, \n        count(distinct case when action_type = 'open' then member_id end) as unique_opens, \n        count(distinct case when action_type = 'click' then member_id end) as unique_clicks\n    from activities\n    group by 1,2\n\n), sends as (\n\n    select\n        member_id,\n        list_id,\n        count(*) as sends\n    from recipients\n    group by 1,2\n\n), joined as (\n\n    select\n        coalesce(sends.member_id\n            , pivoted.member_id\n            , unsubscribes_xf.member_id\n            ) as member_id,\n        pivoted.list_id,\n        pivoted.opens,\n        pivoted.clicks,\n        pivoted.unique_opens,\n        pivoted.unique_clicks,\n        sends.sends\n        , unsubscribes_xf.unsubscribes\n    from sends\n    left join pivoted\n        on pivoted.member_id = sends.member_id\n        and pivoted.list_id = sends.list_id\n\n    \n    left join unsubscribes_xf\n        on unsubscribes_xf.member_id = sends.member_id\n        and unsubscribes_xf.list_id = sends.list_id\n    \n\n)\n\nselect *\nfrom joined\n)"}], "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.mailchimp.mailchimp__automation_emails": {"database": "postgres", "schema": "public_mailchimp_dev", "name": "mailchimp__automation_emails", "resource_type": "model", "package_name": "mailchimp", "path": "mailchimp__automation_emails.sql", "original_file_path": "models/mailchimp__automation_emails.sql", "unique_id": "model.mailchimp.mailchimp__automation_emails", "fqn": ["mailchimp", "mailchimp__automation_emails"], "alias": "mailchimp__automation_emails", "checksum": {"name": "sha256", "checksum": "58bd2bbe318d414d2e76ef69e461c16ffa54a617d77cfe3ec917c40354855b37"}, "config": {"enabled": true, "alias": null, "schema": "mailchimp_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 an automation email (that make up automations), enriched with click, open and unsubscribe metrics. (Enabled if you are using automations.)", "columns": {"automation_email_id": {"name": "automation_email_id", "description": "", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "automation_id": {"name": "automation_id", "description": "The ID of the automation an email relates to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "created_timestamp": {"name": "created_timestamp", "description": "The date and time the automation email was created.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "started_timestamp": {"name": "started_timestamp", "description": "The date and time the automation email was started.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "send_timestamp": {"name": "send_timestamp", "description": "The date and time the automation email was sent.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "from_name": {"name": "from_name", "description": "The 'from' name on the automation email (not an email address).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "reply_to": {"name": "reply_to", "description": "The reply-to email address for the automation.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "status": {"name": "status", "description": "The current status of the automation email.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "subject_line": {"name": "subject_line", "description": "The subject line for the automation email.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "title": {"name": "title", "description": "The title of the automation email.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "to_name": {"name": "to_name", "description": "The automation email's custom 'To' name. Typically the first name merge field.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "archive_url": {"name": "archive_url", "description": "The link to the automation email's archive version in ISO 8601 format.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "authenticate": {"name": "authenticate", "description": "Whether Mailchimp authenticated the automation email. Defaults to true.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "auto_footer": {"name": "auto_footer", "description": "Automatically append Mailchimp's default footer to the automation email.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "auto_tweet": {"name": "auto_tweet", "description": "Automatically tweet a link to the automation email archive page when the automation email is sent.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "clicktale": {"name": "clicktale", "description": "The custom slug for ClickTale tracking (max of 50 bytes).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "content_type": {"name": "content_type", "description": "How the automation email's content is put together ('template', 'drag_and_drop', 'html', 'url').", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "delay_action": {"name": "delay_action", "description": "The action that triggers the delay of an Automation email.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "delay_action_description": {"name": "delay_action_description", "description": "The user-friendly description of the action that triggers an Automation email.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "delay_amount": {"name": "delay_amount", "description": "The delay amount for an Automation email.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "delay_direction": {"name": "delay_direction", "description": "Whether the delay settings describe before or after the delay action of an Automation email.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "delay_full_description": {"name": "delay_full_description", "description": "The user-friendly description of the delay and trigger action settings for an Automation email.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "delay_type": {"name": "delay_type", "description": "The type of delay for an Automation email.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "drag_and_drop": {"name": "drag_and_drop", "description": "Whether the automation email uses the drag-and-drop editor.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "fb_comments": {"name": "fb_comments", "description": "Allows Facebook comments on the automation email (also force-enables the Campaign Archive toolbar). Defaults to true.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "folder_id": {"name": "folder_id", "description": "If the automation email is listed in a folder, the ID for that folder.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "google_analytics": {"name": "google_analytics", "description": "The custom slug for Google Analytics tracking (max of 50 bytes).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "inline_css": {"name": "inline_css", "description": "Automatically inline the CSS included with the automation email content.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "position": {"name": "position", "description": "The position of an Automation email in a workflow.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "template_id": {"name": "template_id", "description": "The ID for the template used in this automation email.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "timewarp": {"name": "timewarp", "description": "Send this automation email using Timewarpe_this", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "track_ecomm_360": {"name": "track_ecomm_360", "description": "Whether to enable eCommerce360 tracking.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "track_goals": {"name": "track_goals", "description": "Whether to enable Goal tracking.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "track_html_clicks": {"name": "track_html_clicks", "description": "Whether to track clicks in the HTML version of the automation email. Defaults to true. Cannot be set to false for variate campaigns.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "track_opens": {"name": "track_opens", "description": "Whether to track opens. Defaults to true. Cannot be set to false for variate automation emails.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "track_text_clicks": {"name": "track_text_clicks", "description": "Whether to track clicks in the plain-text version of the automation email. Defaults to true. Cannot be set to false for variate campaigns.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "use_conversation": {"name": "use_conversation", "description": "Use Mailchimp Conversation feature to manage out-of-office replies.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "list_id": {"name": "list_id", "description": "The ID of the List this automation email is being sent to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "segment_id": {"name": "segment_id", "description": "The ID of the Segment this automation email is being sent to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "sends": {"name": "sends", "description": "The number of sent emails from automations.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.mailchimp.automation_sends"]}, "opens": {"name": "opens", "description": "The number of open events from automation emails. \nThe same email being opened multiple times is included in this metric.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.mailchimp.automation_opens"]}, "unique_opens": {"name": "unique_opens", "description": "The unique number of emails opened from automation emails. \nIf a given email to a user was opened multiple times, it will only count once in this metric.\nThis is the metric for opens that is reported by Mailchimp.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.mailchimp.automation_unique_opens"]}, "clicks": {"name": "clicks", "description": "The number of click events from automation emails. \nThe same email being clicked multiple times is included in this metric.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.mailchimp.automation_clicks"]}, "unique_clicks": {"name": "unique_clicks", "description": "The unique number of emails clicked from automation emails. \nIf a given email to a user was clicked multiple times, it will only count once in this metric.\nThis is the metric for clicks that is reported by Mailchimp.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.mailchimp.automation_unique_clicks"]}, "unsubscribes": {"name": "unsubscribes", "description": "The number of users who have unsubscribed from automation emails.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.mailchimp.automation_unsubscribes"]}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "mailchimp://models/mailchimp.yml", "build_path": null, "unrendered_config": {"schema": "mailchimp_{{ var('directed_schema','dev') }}", "materialized": "table", "enabled": true}, "created_at": 1755187107.4418204, "relation_name": "\"postgres\".\"public_mailchimp_dev\".\"mailchimp__automation_emails\"", "raw_code": "{{ config(enabled=var('mailchimp_using_automations', True)) }}\n\nwith emails as (\n\n    select *\n    from {{ ref('stg_mailchimp__automation_emails') }}\n\n), activities as (\n\n    select *\n    from {{ ref('int_mailchimp__automation_activities_by_email') }}\n\n), automations as (\n\n    select *\n    from {{ ref('stg_mailchimp__automations') }}\n\n), joined as (\n\n    select \n        emails.*,\n        automations.list_id,\n        automations.segment_id\n    from emails\n    left join automations\n        on emails.automation_id = automations.automation_id\n\n), metrics as (\n\n    select\n        joined.*,\n        coalesce(activities.sends, 0) as sends,\n        coalesce(activities.opens, 0) as opens,\n        coalesce(activities.clicks, 0) as clicks,\n        coalesce(activities.unique_opens, 0) as unique_opens,\n        coalesce(activities.unique_clicks, 0) as unique_clicks\n        \n        {% if var('mailchimp_using_unsubscribes', True) %}\n        , coalesce(activities.unsubscribes, 0) as unsubscribes\n        {% endif %}\n    from joined\n    left join activities\n        on joined.automation_email_id = activities.automation_email_id\n\n)\n\nselect * \nfrom metrics", "doc_blocks": [], "language": "sql", "refs": [{"name": "stg_mailchimp__automation_emails", "package": null, "version": null}, {"name": "int_mailchimp__automation_activities_by_email", "package": null, "version": null}, {"name": "stg_mailchimp__automations", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": ["model.mailchimp.stg_mailchimp__automation_emails", "model.mailchimp.int_mailchimp__automation_activities_by_email", "model.mailchimp.stg_mailchimp__automations"]}, "compiled_path": "target/compiled/mailchimp/models/mailchimp__automation_emails.sql", "compiled": true, "compiled_code": "\n\nwith  __dbt__cte__int_mailchimp__automation_recipients as (\n\n\nwith recipients as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__automation_recipients\"\n\n), automation_emails as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__automation_emails\"\n\n), automations as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__automations\"\n\n), joined as (\n\n    select \n        recipients.*,\n        automations.segment_id,\n        automations.automation_id\n\n    from recipients\n    left join automation_emails\n        on recipients.automation_email_id = automation_emails.automation_email_id\n    left join automations\n        on automation_emails.automation_id = automations.automation_id\n\n)\n\nselect * \nfrom joined\n),  __dbt__cte__int_mailchimp__automation_unsubscribes as (\n\n\nwith unsubscribes as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__unsubscribes\"\n\n), automation_emails as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__automation_emails\"\n\n), automations as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__automations\"\n\n), joined as (\n\n    select \n        unsubscribes.*,\n        automations.segment_id,\n        automations.automation_id\n\n    from unsubscribes\n    left join automation_emails\n        on unsubscribes.campaign_id = automation_emails.automation_email_id\n    left join automations\n        on automation_emails.automation_id = automations.automation_id\n\n)\n\nselect * \nfrom joined\n),  __dbt__cte__int_mailchimp__automation_activities_by_email as (\n\n\nwith activities as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"mailchimp__automation_activities\"\n\n), recipients as (\n\n    select *\n    from __dbt__cte__int_mailchimp__automation_recipients\n\n\n), unsubscribes as (\n\n    select *\n    from __dbt__cte__int_mailchimp__automation_unsubscribes\n\n), unsubscribes_xf as (\n\n    select\n        campaign_id as automation_email_id,\n        count(*) as unsubscribes\n    from unsubscribes\n    group by 1\n\n\n-- aggregate automation opens and clicks by email\n\n), pivoted as (\n\n    select \n        automation_email_id,\n        sum(case when action_type = 'open' then 1 end) as opens,\n        sum(case when action_type = 'click' then 1 end) as clicks, \n        count(distinct case when action_type = 'open' then member_id end) as unique_opens, \n        count(distinct case when action_type = 'click' then member_id end) as unique_clicks\n    from activities\n    group by 1\n\n), sends as (\n\n    select\n        automation_email_id,\n        count(*) as sends\n    from recipients\n    group by 1\n\n), joined as (\n\n    select\n        coalesce(sends.automation_email_id\n            , pivoted.automation_email_id\n            , unsubscribes_xf.automation_email_id\n            ) as automation_email_id,\n        pivoted.opens,\n        pivoted.clicks,\n        pivoted.unique_opens,\n        pivoted.unique_clicks,\n        sends.sends\n        , unsubscribes_xf.unsubscribes\n    from sends\n    left join pivoted\n        on pivoted.automation_email_id = sends.automation_email_id\n\n    \n    left join unsubscribes_xf\n        on pivoted.automation_email_id = unsubscribes_xf.automation_email_id\n    \n)\n\nselect *\nfrom joined\n), emails as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__automation_emails\"\n\n), activities as (\n\n    select *\n    from __dbt__cte__int_mailchimp__automation_activities_by_email\n\n), automations as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__automations\"\n\n), joined as (\n\n    select \n        emails.*,\n        automations.list_id,\n        automations.segment_id\n    from emails\n    left join automations\n        on emails.automation_id = automations.automation_id\n\n), metrics as (\n\n    select\n        joined.*,\n        coalesce(activities.sends, 0) as sends,\n        coalesce(activities.opens, 0) as opens,\n        coalesce(activities.clicks, 0) as clicks,\n        coalesce(activities.unique_opens, 0) as unique_opens,\n        coalesce(activities.unique_clicks, 0) as unique_clicks\n        \n        \n        , coalesce(activities.unsubscribes, 0) as unsubscribes\n        \n    from joined\n    left join activities\n        on joined.automation_email_id = activities.automation_email_id\n\n)\n\nselect * \nfrom metrics", "extra_ctes_injected": true, "extra_ctes": [{"id": "model.mailchimp.int_mailchimp__automation_recipients", "sql": " __dbt__cte__int_mailchimp__automation_recipients as (\n\n\nwith recipients as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__automation_recipients\"\n\n), automation_emails as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__automation_emails\"\n\n), automations as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__automations\"\n\n), joined as (\n\n    select \n        recipients.*,\n        automations.segment_id,\n        automations.automation_id\n\n    from recipients\n    left join automation_emails\n        on recipients.automation_email_id = automation_emails.automation_email_id\n    left join automations\n        on automation_emails.automation_id = automations.automation_id\n\n)\n\nselect * \nfrom joined\n)"}, {"id": "model.mailchimp.int_mailchimp__automation_unsubscribes", "sql": " __dbt__cte__int_mailchimp__automation_unsubscribes as (\n\n\nwith unsubscribes as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__unsubscribes\"\n\n), automation_emails as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__automation_emails\"\n\n), automations as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__automations\"\n\n), joined as (\n\n    select \n        unsubscribes.*,\n        automations.segment_id,\n        automations.automation_id\n\n    from unsubscribes\n    left join automation_emails\n        on unsubscribes.campaign_id = automation_emails.automation_email_id\n    left join automations\n        on automation_emails.automation_id = automations.automation_id\n\n)\n\nselect * \nfrom joined\n)"}, {"id": "model.mailchimp.int_mailchimp__automation_activities_by_email", "sql": " __dbt__cte__int_mailchimp__automation_activities_by_email as (\n\n\nwith activities as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"mailchimp__automation_activities\"\n\n), recipients as (\n\n    select *\n    from __dbt__cte__int_mailchimp__automation_recipients\n\n\n), unsubscribes as (\n\n    select *\n    from __dbt__cte__int_mailchimp__automation_unsubscribes\n\n), unsubscribes_xf as (\n\n    select\n        campaign_id as automation_email_id,\n        count(*) as unsubscribes\n    from unsubscribes\n    group by 1\n\n\n-- aggregate automation opens and clicks by email\n\n), pivoted as (\n\n    select \n        automation_email_id,\n        sum(case when action_type = 'open' then 1 end) as opens,\n        sum(case when action_type = 'click' then 1 end) as clicks, \n        count(distinct case when action_type = 'open' then member_id end) as unique_opens, \n        count(distinct case when action_type = 'click' then member_id end) as unique_clicks\n    from activities\n    group by 1\n\n), sends as (\n\n    select\n        automation_email_id,\n        count(*) as sends\n    from recipients\n    group by 1\n\n), joined as (\n\n    select\n        coalesce(sends.automation_email_id\n            , pivoted.automation_email_id\n            , unsubscribes_xf.automation_email_id\n            ) as automation_email_id,\n        pivoted.opens,\n        pivoted.clicks,\n        pivoted.unique_opens,\n        pivoted.unique_clicks,\n        sends.sends\n        , unsubscribes_xf.unsubscribes\n    from sends\n    left join pivoted\n        on pivoted.automation_email_id = sends.automation_email_id\n\n    \n    left join unsubscribes_xf\n        on pivoted.automation_email_id = unsubscribes_xf.automation_email_id\n    \n)\n\nselect *\nfrom joined\n)"}], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null, "primary_key": ["automation_email_id"], "time_spine": null}, "model.mailchimp.mailchimp__campaign_activities": {"database": "postgres", "schema": "public_mailchimp_dev", "name": "mailchimp__campaign_activities", "resource_type": "model", "package_name": "mailchimp", "path": "mailchimp__campaign_activities.sql", "original_file_path": "models/mailchimp__campaign_activities.sql", "unique_id": "model.mailchimp.mailchimp__campaign_activities", "fqn": ["mailchimp", "mailchimp__campaign_activities"], "alias": "mailchimp__campaign_activities", "checksum": {"name": "sha256", "checksum": "1285c4385fec49e10095a9474d7d38cc708d0bda1c0c70a135ad594b1b936eb0"}, "config": {"enabled": true, "alias": null, "schema": "mailchimp_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 an activity taken in relation to a campaign email, enriched with data about when the campaign was sent and the lag between send and the activity.", "columns": {"activity_id": {"name": "activity_id", "description": "The ID of the activity/event.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "action_type": {"name": "action_type", "description": "One of the following actions: 'open', 'click', or 'bounce'\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "campaign_id": {"name": "campaign_id", "description": "The unique ID for the sent campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "member_id": {"name": "member_id", "description": "The ID of the member the activity relates to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "list_id": {"name": "list_id", "description": "The ID of the list the email was sent to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "activity_timestamp": {"name": "activity_timestamp", "description": "The timestamp when the activity occurred.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "ip_address": {"name": "ip_address", "description": "The IP address recorded for the action.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "url": {"name": "url", "description": "If the action is a 'click', the URL on which the member clicked.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "bounce_type": {"name": "bounce_type", "description": "If the action is a 'bounce', the type of bounce received: 'hard', 'soft'.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "combination_id": {"name": "combination_id", "description": "The ID of the combination the member was part of for a campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "email_id": {"name": "email_id", "description": "The ID of the email sent. Surrogate key generated in dbt from 'campaign_id' and 'member_id'.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "send_timestamp": {"name": "send_timestamp", "description": "The time the campaign was sent.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "time_since_send_minutes": {"name": "time_since_send_minutes", "description": "The time from send to activity in minutes.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "time_since_send_hours": {"name": "time_since_send_hours", "description": "The time from send to activity in hours.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "time_since_send_days": {"name": "time_since_send_days", "description": "The time from send to activity in days.", "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": "mailchimp://models/mailchimp.yml", "build_path": null, "unrendered_config": {"schema": "mailchimp_{{ var('directed_schema','dev') }}", "materialized": "table"}, "created_at": 1755187107.4336338, "relation_name": "\"postgres\".\"public_mailchimp_dev\".\"mailchimp__campaign_activities\"", "raw_code": "with activities as (\n\n    select *\n    from {{ ref('stg_mailchimp__campaign_activities') }}\n\n), campaigns as (\n\n    select *\n    from {{ ref('stg_mailchimp__campaigns') }}\n\n), since_send as (\n\n    select \n        activities.*,\n        campaigns.send_timestamp,\n        {{ dbt.datediff('campaigns.send_timestamp','activities.activity_timestamp','minute') }} as time_since_send_minutes,\n        {{ dbt.datediff('campaigns.send_timestamp','activities.activity_timestamp','hour') }} as time_since_send_hours,\n        {{ dbt.datediff('campaigns.send_timestamp','activities.activity_timestamp','day') }} as time_since_send_days\n    from activities\n    left join campaigns\n        on activities.campaign_id = campaigns.campaign_id\n\n)\n\nselect *\nfrom since_send", "doc_blocks": [], "language": "sql", "refs": [{"name": "stg_mailchimp__campaign_activities", "package": null, "version": null}, {"name": "stg_mailchimp__campaigns", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.datediff"], "nodes": ["model.mailchimp.stg_mailchimp__campaign_activities", "model.mailchimp.stg_mailchimp__campaigns"]}, "compiled_path": "target/compiled/mailchimp/models/mailchimp__campaign_activities.sql", "compiled": true, "compiled_code": "with activities as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__campaign_activities\"\n\n), campaigns as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__campaigns\"\n\n), since_send as (\n\n    select \n        activities.*,\n        campaigns.send_timestamp,\n        \n        (\n        (\n        ((activities.activity_timestamp)::date - (campaigns.send_timestamp)::date)\n     * 24 + date_part('hour', (activities.activity_timestamp)::timestamp) - date_part('hour', (campaigns.send_timestamp)::timestamp))\n     * 60 + date_part('minute', (activities.activity_timestamp)::timestamp) - date_part('minute', (campaigns.send_timestamp)::timestamp))\n     as time_since_send_minutes,\n        \n        (\n        ((activities.activity_timestamp)::date - (campaigns.send_timestamp)::date)\n     * 24 + date_part('hour', (activities.activity_timestamp)::timestamp) - date_part('hour', (campaigns.send_timestamp)::timestamp))\n     as time_since_send_hours,\n        \n        ((activities.activity_timestamp)::date - (campaigns.send_timestamp)::date)\n     as time_since_send_days\n    from activities\n    left join campaigns\n        on activities.campaign_id = campaigns.campaign_id\n\n)\n\nselect *\nfrom since_send", "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": ["activity_id"], "time_spine": null}, "model.mailchimp.mailchimp__automations": {"database": "postgres", "schema": "public_mailchimp_dev", "name": "mailchimp__automations", "resource_type": "model", "package_name": "mailchimp", "path": "mailchimp__automations.sql", "original_file_path": "models/mailchimp__automations.sql", "unique_id": "model.mailchimp.mailchimp__automations", "fqn": ["mailchimp", "mailchimp__automations"], "alias": "mailchimp__automations", "checksum": {"name": "sha256", "checksum": "7314eb54e30e77f793c51aa5df3eae45c96c6f05f3b35de6dc1c2e664a2c4b66"}, "config": {"enabled": true, "alias": null, "schema": "mailchimp_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 an automation in Mailchimp, enriched with click, open and unsubscribe metrics. (Enabled if you are using automations.)", "columns": {"automation_id": {"name": "automation_id", "description": "The ID of the automation in Mailchimp.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "list_id": {"name": "list_id", "description": "The ID of the List an automation was sent to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "segment_id": {"name": "segment_id", "description": "The ID of the Segment an automation was sent to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "segment_text": {"name": "segment_text", "description": "Description of the segment. Formatted as a string marked up with HTML.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "started_timestamp": {"name": "started_timestamp", "description": "The date and time the Automation was started.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "created_timestamp": {"name": "created_timestamp", "description": "The date and time the Automation was created.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "status": {"name": "status", "description": "The current status of the Automation. Possible Values: save, paused, sending\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "title": {"name": "title", "description": "The title of the Automation.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "trigger_settings": {"name": "trigger_settings", "description": "Available triggers for Automation workflows.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "sends": {"name": "sends", "description": "The number of sent emails from automations.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.mailchimp.automation_sends"]}, "opens": {"name": "opens", "description": "The number of open events from automation emails. \nThe same email being opened multiple times is included in this metric.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.mailchimp.automation_opens"]}, "clicks": {"name": "clicks", "description": "The number of click events from automation emails. \nThe same email being clicked multiple times is included in this metric.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.mailchimp.automation_clicks"]}, "unique_opens": {"name": "unique_opens", "description": "The unique number of emails opened from automation emails. \nIf a given email to a user was opened multiple times, it will only count once in this metric.\nThis is the metric for opens that is reported by Mailchimp.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.mailchimp.automation_unique_opens"]}, "unique_clicks": {"name": "unique_clicks", "description": "The unique number of emails clicked from automation emails. \nIf a given email to a user was clicked multiple times, it will only count once in this metric.\nThis is the metric for clicks that is reported by Mailchimp.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.mailchimp.automation_unique_clicks"]}, "unsubscribes": {"name": "unsubscribes", "description": "The number of users who have unsubscribed from automation emails.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.mailchimp.automation_unsubscribes"]}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "mailchimp://models/mailchimp.yml", "build_path": null, "unrendered_config": {"schema": "mailchimp_{{ var('directed_schema','dev') }}", "materialized": "table", "enabled": true}, "created_at": 1755187107.4365005, "relation_name": "\"postgres\".\"public_mailchimp_dev\".\"mailchimp__automations\"", "raw_code": "{{ config(enabled=var('mailchimp_using_automations', True)) }}\n\nwith automations as (\n\n    select *\n    from {{ ref('stg_mailchimp__automations')}}\n\n), activities as (\n\n    select *\n    from {{ ref('int_mailchimp__automation_activities_by_automation') }}\n\n), joined as (\n\n    select \n        automations.*,\n        coalesce(activities.sends,0) as sends,\n        coalesce(activities.opens,0) as opens,\n        coalesce(activities.clicks,0) as clicks,\n        coalesce(activities.unique_opens,0) as unique_opens,\n        coalesce(activities.unique_clicks,0) as unique_clicks\n        \n        {% if var('mailchimp_using_unsubscribes', True) %}\n        , coalesce(activities.unsubscribes,0) as unsubscribes\n        {% endif %}\n    from automations\n    left join activities\n        on automations.automation_id = activities.automation_id\n\n)\n\nselect *\nfrom joined", "doc_blocks": [], "language": "sql", "refs": [{"name": "stg_mailchimp__automations", "package": null, "version": null}, {"name": "int_mailchimp__automation_activities_by_automation", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": ["model.mailchimp.stg_mailchimp__automations", "model.mailchimp.int_mailchimp__automation_activities_by_automation"]}, "compiled_path": "target/compiled/mailchimp/models/mailchimp__automations.sql", "compiled": true, "compiled_code": "\n\nwith  __dbt__cte__int_mailchimp__automation_recipients as (\n\n\nwith recipients as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__automation_recipients\"\n\n), automation_emails as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__automation_emails\"\n\n), automations as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__automations\"\n\n), joined as (\n\n    select \n        recipients.*,\n        automations.segment_id,\n        automations.automation_id\n\n    from recipients\n    left join automation_emails\n        on recipients.automation_email_id = automation_emails.automation_email_id\n    left join automations\n        on automation_emails.automation_id = automations.automation_id\n\n)\n\nselect * \nfrom joined\n),  __dbt__cte__int_mailchimp__automation_unsubscribes as (\n\n\nwith unsubscribes as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__unsubscribes\"\n\n), automation_emails as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__automation_emails\"\n\n), automations as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__automations\"\n\n), joined as (\n\n    select \n        unsubscribes.*,\n        automations.segment_id,\n        automations.automation_id\n\n    from unsubscribes\n    left join automation_emails\n        on unsubscribes.campaign_id = automation_emails.automation_email_id\n    left join automations\n        on automation_emails.automation_id = automations.automation_id\n\n)\n\nselect * \nfrom joined\n),  __dbt__cte__int_mailchimp__automation_activities_by_automation as (\n\n\nwith activities as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"mailchimp__automation_activities\"\n\n), recipients as (\n\n    select *\n    from __dbt__cte__int_mailchimp__automation_recipients\n\n\n), unsubscribes as (\n\n    select *\n    from __dbt__cte__int_mailchimp__automation_unsubscribes\n\n), unsubscribes_xf as (\n\n    select\n        automation_id,\n        count(*) as unsubscribes\n    from unsubscribes\n    group by 1    \n\n\n-- aggregate automation opens and clicks by automation\n\n), pivoted as (\n\n    select \n        automation_id,\n        sum(case when action_type = 'open' then 1 end) as opens,\n        sum(case when action_type = 'click' then 1 end) as clicks, \n        count(distinct case when action_type = 'open' then member_id end) as unique_opens, \n        count(distinct case when action_type = 'click' then member_id end) as unique_clicks\n    from activities\n    group by 1\n\n), sends as (\n\n    select\n        automation_id,\n        count(*) as sends\n    from recipients\n    group by 1\n\n), joined as (\n\n    select\n        coalesce(sends.automation_id\n            , pivoted.automation_id\n            , unsubscribes_xf.automation_id\n            ) as automation_id, \n        pivoted.opens,\n        pivoted.clicks,\n        pivoted.unique_opens,\n        pivoted.unique_clicks,\n        sends.sends\n        , unsubscribes_xf.unsubscribes\n    from sends\n    left join pivoted\n        on pivoted.automation_id = sends.automation_id\n\n    \n    left join unsubscribes_xf\n        on pivoted.automation_id = unsubscribes_xf.automation_id\n    \n\n)\n\nselect *\nfrom joined\n), automations as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__automations\"\n\n), activities as (\n\n    select *\n    from __dbt__cte__int_mailchimp__automation_activities_by_automation\n\n), joined as (\n\n    select \n        automations.*,\n        coalesce(activities.sends,0) as sends,\n        coalesce(activities.opens,0) as opens,\n        coalesce(activities.clicks,0) as clicks,\n        coalesce(activities.unique_opens,0) as unique_opens,\n        coalesce(activities.unique_clicks,0) as unique_clicks\n        \n        \n        , coalesce(activities.unsubscribes,0) as unsubscribes\n        \n    from automations\n    left join activities\n        on automations.automation_id = activities.automation_id\n\n)\n\nselect *\nfrom joined", "extra_ctes_injected": true, "extra_ctes": [{"id": "model.mailchimp.int_mailchimp__automation_recipients", "sql": " __dbt__cte__int_mailchimp__automation_recipients as (\n\n\nwith recipients as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__automation_recipients\"\n\n), automation_emails as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__automation_emails\"\n\n), automations as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__automations\"\n\n), joined as (\n\n    select \n        recipients.*,\n        automations.segment_id,\n        automations.automation_id\n\n    from recipients\n    left join automation_emails\n        on recipients.automation_email_id = automation_emails.automation_email_id\n    left join automations\n        on automation_emails.automation_id = automations.automation_id\n\n)\n\nselect * \nfrom joined\n)"}, {"id": "model.mailchimp.int_mailchimp__automation_unsubscribes", "sql": " __dbt__cte__int_mailchimp__automation_unsubscribes as (\n\n\nwith unsubscribes as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__unsubscribes\"\n\n), automation_emails as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__automation_emails\"\n\n), automations as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__automations\"\n\n), joined as (\n\n    select \n        unsubscribes.*,\n        automations.segment_id,\n        automations.automation_id\n\n    from unsubscribes\n    left join automation_emails\n        on unsubscribes.campaign_id = automation_emails.automation_email_id\n    left join automations\n        on automation_emails.automation_id = automations.automation_id\n\n)\n\nselect * \nfrom joined\n)"}, {"id": "model.mailchimp.int_mailchimp__automation_activities_by_automation", "sql": " __dbt__cte__int_mailchimp__automation_activities_by_automation as (\n\n\nwith activities as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"mailchimp__automation_activities\"\n\n), recipients as (\n\n    select *\n    from __dbt__cte__int_mailchimp__automation_recipients\n\n\n), unsubscribes as (\n\n    select *\n    from __dbt__cte__int_mailchimp__automation_unsubscribes\n\n), unsubscribes_xf as (\n\n    select\n        automation_id,\n        count(*) as unsubscribes\n    from unsubscribes\n    group by 1    \n\n\n-- aggregate automation opens and clicks by automation\n\n), pivoted as (\n\n    select \n        automation_id,\n        sum(case when action_type = 'open' then 1 end) as opens,\n        sum(case when action_type = 'click' then 1 end) as clicks, \n        count(distinct case when action_type = 'open' then member_id end) as unique_opens, \n        count(distinct case when action_type = 'click' then member_id end) as unique_clicks\n    from activities\n    group by 1\n\n), sends as (\n\n    select\n        automation_id,\n        count(*) as sends\n    from recipients\n    group by 1\n\n), joined as (\n\n    select\n        coalesce(sends.automation_id\n            , pivoted.automation_id\n            , unsubscribes_xf.automation_id\n            ) as automation_id, \n        pivoted.opens,\n        pivoted.clicks,\n        pivoted.unique_opens,\n        pivoted.unique_clicks,\n        sends.sends\n        , unsubscribes_xf.unsubscribes\n    from sends\n    left join pivoted\n        on pivoted.automation_id = sends.automation_id\n\n    \n    left join unsubscribes_xf\n        on pivoted.automation_id = unsubscribes_xf.automation_id\n    \n\n)\n\nselect *\nfrom joined\n)"}], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null, "primary_key": ["automation_id"], "time_spine": null}, "model.mailchimp.int_mailchimp__automation_activities_by_email": {"database": "postgres", "schema": "public_mailchimp_dev", "name": "int_mailchimp__automation_activities_by_email", "resource_type": "model", "package_name": "mailchimp", "path": "intermediate/int_mailchimp__automation_activities_by_email.sql", "original_file_path": "models/intermediate/int_mailchimp__automation_activities_by_email.sql", "unique_id": "model.mailchimp.int_mailchimp__automation_activities_by_email", "fqn": ["mailchimp", "intermediate", "int_mailchimp__automation_activities_by_email"], "alias": "int_mailchimp__automation_activities_by_email", "checksum": {"name": "sha256", "checksum": "977bbf1e7aa0d7c42a4458c2ef13fdb29af600ec0e0a8f0ddea0684c93d6e03c"}, "config": {"enabled": true, "alias": null, "schema": "mailchimp_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "ephemeral", "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": {"schema": "mailchimp_{{ var('directed_schema','dev') }}", "materialized": "ephemeral", "enabled": true}, "created_at": 1755187106.7905693, "relation_name": null, "raw_code": "{{ config(enabled=var('mailchimp_using_automations', True)) }}\n\nwith activities as (\n\n    select *\n    from {{ ref('mailchimp__automation_activities')}}\n\n), recipients as (\n\n    select *\n    from {{ ref('int_mailchimp__automation_recipients') }}\n\n{% if var('mailchimp_using_unsubscribes', True) %}\n), unsubscribes as (\n\n    select *\n    from {{ ref('int_mailchimp__automation_unsubscribes') }}\n\n), unsubscribes_xf as (\n\n    select\n        campaign_id as automation_email_id,\n        count(*) as unsubscribes\n    from unsubscribes\n    group by 1\n{% endif %}\n\n-- aggregate automation opens and clicks by email\n\n), pivoted as (\n\n    select \n        automation_email_id,\n        sum(case when action_type = 'open' then 1 end) as opens,\n        sum(case when action_type = 'click' then 1 end) as clicks, \n        count(distinct case when action_type = 'open' then member_id end) as unique_opens, \n        count(distinct case when action_type = 'click' then member_id end) as unique_clicks\n    from activities\n    group by 1\n\n), sends as (\n\n    select\n        automation_email_id,\n        count(*) as sends\n    from recipients\n    group by 1\n\n), joined as (\n\n    select\n        coalesce(sends.automation_email_id\n            , pivoted.automation_email_id\n            {{ ', unsubscribes_xf.automation_email_id' if var('mailchimp_using_unsubscribes', True) }}\n            ) as automation_email_id,\n        pivoted.opens,\n        pivoted.clicks,\n        pivoted.unique_opens,\n        pivoted.unique_clicks,\n        sends.sends\n        {{ ', unsubscribes_xf.unsubscribes' if var('mailchimp_using_unsubscribes', True) }}\n    from sends\n    left join pivoted\n        on pivoted.automation_email_id = sends.automation_email_id\n\n    {% if var('mailchimp_using_unsubscribes', True) %}\n    left join unsubscribes_xf\n        on pivoted.automation_email_id = unsubscribes_xf.automation_email_id\n    {% endif %}\n)\n\nselect *\nfrom joined", "doc_blocks": [], "language": "sql", "refs": [{"name": "mailchimp__automation_activities", "package": null, "version": null}, {"name": "int_mailchimp__automation_recipients", "package": null, "version": null}, {"name": "int_mailchimp__automation_unsubscribes", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": ["model.mailchimp.mailchimp__automation_activities", "model.mailchimp.int_mailchimp__automation_recipients", "model.mailchimp.int_mailchimp__automation_unsubscribes"]}, "compiled_path": "target/compiled/mailchimp/models/intermediate/int_mailchimp__automation_activities_by_email.sql", "compiled": true, "compiled_code": "\n\nwith  __dbt__cte__int_mailchimp__automation_recipients as (\n\n\nwith recipients as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__automation_recipients\"\n\n), automation_emails as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__automation_emails\"\n\n), automations as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__automations\"\n\n), joined as (\n\n    select \n        recipients.*,\n        automations.segment_id,\n        automations.automation_id\n\n    from recipients\n    left join automation_emails\n        on recipients.automation_email_id = automation_emails.automation_email_id\n    left join automations\n        on automation_emails.automation_id = automations.automation_id\n\n)\n\nselect * \nfrom joined\n),  __dbt__cte__int_mailchimp__automation_unsubscribes as (\n\n\nwith unsubscribes as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__unsubscribes\"\n\n), automation_emails as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__automation_emails\"\n\n), automations as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__automations\"\n\n), joined as (\n\n    select \n        unsubscribes.*,\n        automations.segment_id,\n        automations.automation_id\n\n    from unsubscribes\n    left join automation_emails\n        on unsubscribes.campaign_id = automation_emails.automation_email_id\n    left join automations\n        on automation_emails.automation_id = automations.automation_id\n\n)\n\nselect * \nfrom joined\n), activities as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"mailchimp__automation_activities\"\n\n), recipients as (\n\n    select *\n    from __dbt__cte__int_mailchimp__automation_recipients\n\n\n), unsubscribes as (\n\n    select *\n    from __dbt__cte__int_mailchimp__automation_unsubscribes\n\n), unsubscribes_xf as (\n\n    select\n        campaign_id as automation_email_id,\n        count(*) as unsubscribes\n    from unsubscribes\n    group by 1\n\n\n-- aggregate automation opens and clicks by email\n\n), pivoted as (\n\n    select \n        automation_email_id,\n        sum(case when action_type = 'open' then 1 end) as opens,\n        sum(case when action_type = 'click' then 1 end) as clicks, \n        count(distinct case when action_type = 'open' then member_id end) as unique_opens, \n        count(distinct case when action_type = 'click' then member_id end) as unique_clicks\n    from activities\n    group by 1\n\n), sends as (\n\n    select\n        automation_email_id,\n        count(*) as sends\n    from recipients\n    group by 1\n\n), joined as (\n\n    select\n        coalesce(sends.automation_email_id\n            , pivoted.automation_email_id\n            , unsubscribes_xf.automation_email_id\n            ) as automation_email_id,\n        pivoted.opens,\n        pivoted.clicks,\n        pivoted.unique_opens,\n        pivoted.unique_clicks,\n        sends.sends\n        , unsubscribes_xf.unsubscribes\n    from sends\n    left join pivoted\n        on pivoted.automation_email_id = sends.automation_email_id\n\n    \n    left join unsubscribes_xf\n        on pivoted.automation_email_id = unsubscribes_xf.automation_email_id\n    \n)\n\nselect *\nfrom joined", "extra_ctes_injected": true, "extra_ctes": [{"id": "model.mailchimp.int_mailchimp__automation_recipients", "sql": " __dbt__cte__int_mailchimp__automation_recipients as (\n\n\nwith recipients as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__automation_recipients\"\n\n), automation_emails as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__automation_emails\"\n\n), automations as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__automations\"\n\n), joined as (\n\n    select \n        recipients.*,\n        automations.segment_id,\n        automations.automation_id\n\n    from recipients\n    left join automation_emails\n        on recipients.automation_email_id = automation_emails.automation_email_id\n    left join automations\n        on automation_emails.automation_id = automations.automation_id\n\n)\n\nselect * \nfrom joined\n)"}, {"id": "model.mailchimp.int_mailchimp__automation_unsubscribes", "sql": " __dbt__cte__int_mailchimp__automation_unsubscribes as (\n\n\nwith unsubscribes as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__unsubscribes\"\n\n), automation_emails as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__automation_emails\"\n\n), automations as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__automations\"\n\n), joined as (\n\n    select \n        unsubscribes.*,\n        automations.segment_id,\n        automations.automation_id\n\n    from unsubscribes\n    left join automation_emails\n        on unsubscribes.campaign_id = automation_emails.automation_email_id\n    left join automations\n        on automation_emails.automation_id = automations.automation_id\n\n)\n\nselect * \nfrom joined\n)"}], "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.mailchimp.int_mailchimp__automation_unsubscribes": {"database": "postgres", "schema": "public_mailchimp_dev", "name": "int_mailchimp__automation_unsubscribes", "resource_type": "model", "package_name": "mailchimp", "path": "intermediate/int_mailchimp__automation_unsubscribes.sql", "original_file_path": "models/intermediate/int_mailchimp__automation_unsubscribes.sql", "unique_id": "model.mailchimp.int_mailchimp__automation_unsubscribes", "fqn": ["mailchimp", "intermediate", "int_mailchimp__automation_unsubscribes"], "alias": "int_mailchimp__automation_unsubscribes", "checksum": {"name": "sha256", "checksum": "da52b2e4fa46aa3d791a24404fab70af41b54507f8459fa04a3351863042cb28"}, "config": {"enabled": true, "alias": null, "schema": "mailchimp_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "ephemeral", "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": {"schema": "mailchimp_{{ var('directed_schema','dev') }}", "materialized": "ephemeral", "enabled": true}, "created_at": 1755187106.7990563, "relation_name": null, "raw_code": "{{ config(enabled=var('mailchimp_using_automations', True) and var('mailchimp_using_unsubscribes', True)) }}\n\nwith unsubscribes as (\n\n    select *\n    from {{ ref('stg_mailchimp__unsubscribes') }}\n\n), automation_emails as (\n\n    select *\n    from {{ ref('stg_mailchimp__automation_emails') }}\n\n), automations as (\n\n    select *\n    from {{ ref('stg_mailchimp__automations') }}\n\n), joined as (\n\n    select \n        unsubscribes.*,\n        automations.segment_id,\n        automations.automation_id\n\n    from unsubscribes\n    left join automation_emails\n        on unsubscribes.campaign_id = automation_emails.automation_email_id\n    left join automations\n        on automation_emails.automation_id = automations.automation_id\n\n)\n\nselect * \nfrom joined", "doc_blocks": [], "language": "sql", "refs": [{"name": "stg_mailchimp__unsubscribes", "package": null, "version": null}, {"name": "stg_mailchimp__automation_emails", "package": null, "version": null}, {"name": "stg_mailchimp__automations", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": ["model.mailchimp.stg_mailchimp__unsubscribes", "model.mailchimp.stg_mailchimp__automation_emails", "model.mailchimp.stg_mailchimp__automations"]}, "compiled_path": "target/compiled/mailchimp/models/intermediate/int_mailchimp__automation_unsubscribes.sql", "compiled": true, "compiled_code": "\n\nwith unsubscribes as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__unsubscribes\"\n\n), automation_emails as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__automation_emails\"\n\n), automations as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__automations\"\n\n), joined as (\n\n    select \n        unsubscribes.*,\n        automations.segment_id,\n        automations.automation_id\n\n    from unsubscribes\n    left join automation_emails\n        on unsubscribes.campaign_id = automation_emails.automation_email_id\n    left join automations\n        on automation_emails.automation_id = automations.automation_id\n\n)\n\nselect * \nfrom joined", "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.mailchimp.int_mailchimp__campaign_activities_by_list": {"database": "postgres", "schema": "public_mailchimp_dev", "name": "int_mailchimp__campaign_activities_by_list", "resource_type": "model", "package_name": "mailchimp", "path": "intermediate/int_mailchimp__campaign_activities_by_list.sql", "original_file_path": "models/intermediate/int_mailchimp__campaign_activities_by_list.sql", "unique_id": "model.mailchimp.int_mailchimp__campaign_activities_by_list", "fqn": ["mailchimp", "intermediate", "int_mailchimp__campaign_activities_by_list"], "alias": "int_mailchimp__campaign_activities_by_list", "checksum": {"name": "sha256", "checksum": "68525fcb2ab89f6df1ef984e35592b0a13e2f84feacafe15a62b8c6f61eba088"}, "config": {"enabled": true, "alias": null, "schema": "mailchimp_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "ephemeral", "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": {"schema": "mailchimp_{{ var('directed_schema','dev') }}", "materialized": "ephemeral"}, "created_at": 1755187106.8063009, "relation_name": null, "raw_code": "with recipients as (\n\n    select *\n    from {{ ref('mailchimp__campaign_recipients')}}\n\n), pivoted as (\n\n    select \n        list_id,\n        count(*) as sends,\n        sum(opens) as opens,\n        sum(clicks) as clicks,\n        count(distinct case when was_opened = True then member_id end) as unique_opens,\n        count(distinct case when was_clicked = True then member_id end) as unique_clicks\n        \n        {% if var('mailchimp_using_unsubscribes', True) %}\n        , count(distinct case when was_unsubscribed = True then member_id end) as unsubscribes\n        {% endif %}\n    from recipients\n    group by 1\n    \n)\n\nselect *\nfrom pivoted", "doc_blocks": [], "language": "sql", "refs": [{"name": "mailchimp__campaign_recipients", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": ["model.mailchimp.mailchimp__campaign_recipients"]}, "compiled_path": "target/compiled/mailchimp/models/intermediate/int_mailchimp__campaign_activities_by_list.sql", "compiled": true, "compiled_code": "with recipients as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"mailchimp__campaign_recipients\"\n\n), pivoted as (\n\n    select \n        list_id,\n        count(*) as sends,\n        sum(opens) as opens,\n        sum(clicks) as clicks,\n        count(distinct case when was_opened = True then member_id end) as unique_opens,\n        count(distinct case when was_clicked = True then member_id end) as unique_clicks\n        \n        \n        , count(distinct case when was_unsubscribed = True then member_id end) as unsubscribes\n        \n    from recipients\n    group by 1\n    \n)\n\nselect *\nfrom pivoted", "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.mailchimp.int_mailchimp__campaign_activities_by_segment": {"database": "postgres", "schema": "public_mailchimp_dev", "name": "int_mailchimp__campaign_activities_by_segment", "resource_type": "model", "package_name": "mailchimp", "path": "intermediate/int_mailchimp__campaign_activities_by_segment.sql", "original_file_path": "models/intermediate/int_mailchimp__campaign_activities_by_segment.sql", "unique_id": "model.mailchimp.int_mailchimp__campaign_activities_by_segment", "fqn": ["mailchimp", "intermediate", "int_mailchimp__campaign_activities_by_segment"], "alias": "int_mailchimp__campaign_activities_by_segment", "checksum": {"name": "sha256", "checksum": "855c756fd101d1c3c801512183e7ae7ee4ed6184220edb1a09a02c81eb75c7d8"}, "config": {"enabled": true, "alias": null, "schema": "mailchimp_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "ephemeral", "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": {"schema": "mailchimp_{{ var('directed_schema','dev') }}", "materialized": "ephemeral", "enabled": true}, "created_at": 1755187106.813765, "relation_name": null, "raw_code": "{{ config(enabled=var('mailchimp_using_segments', True)) }}\n\nwith recipients as (\n\n    select *\n    from {{ ref('mailchimp__campaign_recipients')}}\n\n), pivoted as (\n\n    select \n        segment_id,\n        count(*) as sends,\n        sum(opens) as opens,\n        sum(clicks) as clicks,\n        count(distinct case when was_opened = True then member_id end) as unique_opens,\n        count(distinct case when was_clicked = True then member_id end) as unique_clicks\n        \n        {% if var('mailchimp_using_unsubscribes', True) %}\n        , count(distinct case when was_unsubscribed = True then member_id end) as unsubscribes\n        {% endif %}\n    from recipients\n    where segment_id is not null\n    group by 1\n    \n)\n\nselect *\nfrom pivoted", "doc_blocks": [], "language": "sql", "refs": [{"name": "mailchimp__campaign_recipients", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": ["model.mailchimp.mailchimp__campaign_recipients"]}, "compiled_path": "target/compiled/mailchimp/models/intermediate/int_mailchimp__campaign_activities_by_segment.sql", "compiled": true, "compiled_code": "\n\nwith recipients as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"mailchimp__campaign_recipients\"\n\n), pivoted as (\n\n    select \n        segment_id,\n        count(*) as sends,\n        sum(opens) as opens,\n        sum(clicks) as clicks,\n        count(distinct case when was_opened = True then member_id end) as unique_opens,\n        count(distinct case when was_clicked = True then member_id end) as unique_clicks\n        \n        \n        , count(distinct case when was_unsubscribed = True then member_id end) as unsubscribes\n        \n    from recipients\n    where segment_id is not null\n    group by 1\n    \n)\n\nselect *\nfrom pivoted", "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.mailchimp.int_mailchimp__automation_recipients": {"database": "postgres", "schema": "public_mailchimp_dev", "name": "int_mailchimp__automation_recipients", "resource_type": "model", "package_name": "mailchimp", "path": "intermediate/int_mailchimp__automation_recipients.sql", "original_file_path": "models/intermediate/int_mailchimp__automation_recipients.sql", "unique_id": "model.mailchimp.int_mailchimp__automation_recipients", "fqn": ["mailchimp", "intermediate", "int_mailchimp__automation_recipients"], "alias": "int_mailchimp__automation_recipients", "checksum": {"name": "sha256", "checksum": "988df27ff4cb286735b64ce1f53895a98a32be7b310a65a312c2f457cd0d6077"}, "config": {"enabled": true, "alias": null, "schema": "mailchimp_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "ephemeral", "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": {"schema": "mailchimp_{{ var('directed_schema','dev') }}", "materialized": "ephemeral", "enabled": true}, "created_at": 1755187106.8206105, "relation_name": null, "raw_code": "{{ config(enabled=var('mailchimp_using_automations', True)) }}\n\nwith recipients as (\n\n    select *\n    from {{ ref('stg_mailchimp__automation_recipients') }}\n\n), automation_emails as (\n\n    select *\n    from {{ ref('stg_mailchimp__automation_emails') }}\n\n), automations as (\n\n    select *\n    from {{ ref('stg_mailchimp__automations') }}\n\n), joined as (\n\n    select \n        recipients.*,\n        automations.segment_id,\n        automations.automation_id\n\n    from recipients\n    left join automation_emails\n        on recipients.automation_email_id = automation_emails.automation_email_id\n    left join automations\n        on automation_emails.automation_id = automations.automation_id\n\n)\n\nselect * \nfrom joined", "doc_blocks": [], "language": "sql", "refs": [{"name": "stg_mailchimp__automation_recipients", "package": null, "version": null}, {"name": "stg_mailchimp__automation_emails", "package": null, "version": null}, {"name": "stg_mailchimp__automations", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": ["model.mailchimp.stg_mailchimp__automation_recipients", "model.mailchimp.stg_mailchimp__automation_emails", "model.mailchimp.stg_mailchimp__automations"]}, "compiled_path": "target/compiled/mailchimp/models/intermediate/int_mailchimp__automation_recipients.sql", "compiled": true, "compiled_code": "\n\nwith recipients as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__automation_recipients\"\n\n), automation_emails as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__automation_emails\"\n\n), automations as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__automations\"\n\n), joined as (\n\n    select \n        recipients.*,\n        automations.segment_id,\n        automations.automation_id\n\n    from recipients\n    left join automation_emails\n        on recipients.automation_email_id = automation_emails.automation_email_id\n    left join automations\n        on automation_emails.automation_id = automations.automation_id\n\n)\n\nselect * \nfrom joined", "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.mailchimp.int_mailchimp__automation_activities_by_segment": {"database": "postgres", "schema": "public_mailchimp_dev", "name": "int_mailchimp__automation_activities_by_segment", "resource_type": "model", "package_name": "mailchimp", "path": "intermediate/int_mailchimp__automation_activities_by_segment.sql", "original_file_path": "models/intermediate/int_mailchimp__automation_activities_by_segment.sql", "unique_id": "model.mailchimp.int_mailchimp__automation_activities_by_segment", "fqn": ["mailchimp", "intermediate", "int_mailchimp__automation_activities_by_segment"], "alias": "int_mailchimp__automation_activities_by_segment", "checksum": {"name": "sha256", "checksum": "bab8ab8ce6d50ab7183ab3f80b92a852d490b48abdda70203bde9987f14ac639"}, "config": {"enabled": true, "alias": null, "schema": "mailchimp_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "ephemeral", "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": {"schema": "mailchimp_{{ var('directed_schema','dev') }}", "materialized": "ephemeral", "enabled": true}, "created_at": 1755187106.8278666, "relation_name": null, "raw_code": "{{ config(enabled=var('mailchimp_using_automations', True)) }}\n\nwith activities as (\n\n    select *\n    from {{ ref('mailchimp__automation_activities')}}\n\n), recipients as (\n\n    select *\n    from {{ ref('int_mailchimp__automation_recipients') }}\n\n{% if var('mailchimp_using_unsubscribes', True) %}\n), unsubscribes as (\n\n    select *\n    from {{ ref('int_mailchimp__automation_unsubscribes') }}\n\n), unsubscribes_xf as (\n\n    select\n        segment_id,\n        count(*) as unsubscribes\n    from unsubscribes\n    where segment_id is not null\n    group by 1\n{% endif %}\n\n-- aggregate automation opens and clicks by segment\n\n), pivoted as (\n\n    select \n        segment_id,\n        sum(case when action_type = 'open' then 1 end) as opens,\n        sum(case when action_type = 'click' then 1 end) as clicks, \n        count(distinct case when action_type = 'open' then segment_id end) as unique_opens, \n        count(distinct case when action_type = 'click' then segment_id end) as unique_clicks\n    from activities\n    where segment_id is not null\n    group by 1\n\n), sends as (\n\n    select\n        segment_id,\n        count(*) as sends\n    from recipients\n    where segment_id is not null\n    group by 1\n\n), joined as (\n\n    select\n        coalesce(sends.segment_id\n            , pivoted.segment_id\n            {{ ', unsubscribes_xf.segment_id' if var('mailchimp_using_unsubscribes', True) }}\n            ) as segment_id,\n        pivoted.opens,\n        pivoted.clicks,\n        pivoted.unique_opens,\n        pivoted.unique_clicks,\n        sends.sends\n        {{ ', unsubscribes_xf.unsubscribes' if var('mailchimp_using_unsubscribes', True) }}\n    from sends\n    left join pivoted\n        on pivoted.segment_id = sends.segment_id\n    \n    {% if var('mailchimp_using_unsubscribes', True) %}\n    left join unsubscribes_xf\n        on pivoted.segment_id = unsubscribes_xf.segment_id\n    {% endif %}\n)\n\nselect *\nfrom joined", "doc_blocks": [], "language": "sql", "refs": [{"name": "mailchimp__automation_activities", "package": null, "version": null}, {"name": "int_mailchimp__automation_recipients", "package": null, "version": null}, {"name": "int_mailchimp__automation_unsubscribes", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": ["model.mailchimp.mailchimp__automation_activities", "model.mailchimp.int_mailchimp__automation_recipients", "model.mailchimp.int_mailchimp__automation_unsubscribes"]}, "compiled_path": "target/compiled/mailchimp/models/intermediate/int_mailchimp__automation_activities_by_segment.sql", "compiled": true, "compiled_code": "\n\nwith  __dbt__cte__int_mailchimp__automation_recipients as (\n\n\nwith recipients as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__automation_recipients\"\n\n), automation_emails as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__automation_emails\"\n\n), automations as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__automations\"\n\n), joined as (\n\n    select \n        recipients.*,\n        automations.segment_id,\n        automations.automation_id\n\n    from recipients\n    left join automation_emails\n        on recipients.automation_email_id = automation_emails.automation_email_id\n    left join automations\n        on automation_emails.automation_id = automations.automation_id\n\n)\n\nselect * \nfrom joined\n),  __dbt__cte__int_mailchimp__automation_unsubscribes as (\n\n\nwith unsubscribes as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__unsubscribes\"\n\n), automation_emails as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__automation_emails\"\n\n), automations as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__automations\"\n\n), joined as (\n\n    select \n        unsubscribes.*,\n        automations.segment_id,\n        automations.automation_id\n\n    from unsubscribes\n    left join automation_emails\n        on unsubscribes.campaign_id = automation_emails.automation_email_id\n    left join automations\n        on automation_emails.automation_id = automations.automation_id\n\n)\n\nselect * \nfrom joined\n), activities as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"mailchimp__automation_activities\"\n\n), recipients as (\n\n    select *\n    from __dbt__cte__int_mailchimp__automation_recipients\n\n\n), unsubscribes as (\n\n    select *\n    from __dbt__cte__int_mailchimp__automation_unsubscribes\n\n), unsubscribes_xf as (\n\n    select\n        segment_id,\n        count(*) as unsubscribes\n    from unsubscribes\n    where segment_id is not null\n    group by 1\n\n\n-- aggregate automation opens and clicks by segment\n\n), pivoted as (\n\n    select \n        segment_id,\n        sum(case when action_type = 'open' then 1 end) as opens,\n        sum(case when action_type = 'click' then 1 end) as clicks, \n        count(distinct case when action_type = 'open' then segment_id end) as unique_opens, \n        count(distinct case when action_type = 'click' then segment_id end) as unique_clicks\n    from activities\n    where segment_id is not null\n    group by 1\n\n), sends as (\n\n    select\n        segment_id,\n        count(*) as sends\n    from recipients\n    where segment_id is not null\n    group by 1\n\n), joined as (\n\n    select\n        coalesce(sends.segment_id\n            , pivoted.segment_id\n            , unsubscribes_xf.segment_id\n            ) as segment_id,\n        pivoted.opens,\n        pivoted.clicks,\n        pivoted.unique_opens,\n        pivoted.unique_clicks,\n        sends.sends\n        , unsubscribes_xf.unsubscribes\n    from sends\n    left join pivoted\n        on pivoted.segment_id = sends.segment_id\n    \n    \n    left join unsubscribes_xf\n        on pivoted.segment_id = unsubscribes_xf.segment_id\n    \n)\n\nselect *\nfrom joined", "extra_ctes_injected": true, "extra_ctes": [{"id": "model.mailchimp.int_mailchimp__automation_recipients", "sql": " __dbt__cte__int_mailchimp__automation_recipients as (\n\n\nwith recipients as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__automation_recipients\"\n\n), automation_emails as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__automation_emails\"\n\n), automations as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__automations\"\n\n), joined as (\n\n    select \n        recipients.*,\n        automations.segment_id,\n        automations.automation_id\n\n    from recipients\n    left join automation_emails\n        on recipients.automation_email_id = automation_emails.automation_email_id\n    left join automations\n        on automation_emails.automation_id = automations.automation_id\n\n)\n\nselect * \nfrom joined\n)"}, {"id": "model.mailchimp.int_mailchimp__automation_unsubscribes", "sql": " __dbt__cte__int_mailchimp__automation_unsubscribes as (\n\n\nwith unsubscribes as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__unsubscribes\"\n\n), automation_emails as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__automation_emails\"\n\n), automations as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__automations\"\n\n), joined as (\n\n    select \n        unsubscribes.*,\n        automations.segment_id,\n        automations.automation_id\n\n    from unsubscribes\n    left join automation_emails\n        on unsubscribes.campaign_id = automation_emails.automation_email_id\n    left join automations\n        on automation_emails.automation_id = automations.automation_id\n\n)\n\nselect * \nfrom joined\n)"}], "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.mailchimp.int_mailchimp__automation_activities_by_automation": {"database": "postgres", "schema": "public_mailchimp_dev", "name": "int_mailchimp__automation_activities_by_automation", "resource_type": "model", "package_name": "mailchimp", "path": "intermediate/int_mailchimp__automation_activities_by_automation.sql", "original_file_path": "models/intermediate/int_mailchimp__automation_activities_by_automation.sql", "unique_id": "model.mailchimp.int_mailchimp__automation_activities_by_automation", "fqn": ["mailchimp", "intermediate", "int_mailchimp__automation_activities_by_automation"], "alias": "int_mailchimp__automation_activities_by_automation", "checksum": {"name": "sha256", "checksum": "59fd83169dd818d608ed9d03a7e1e43434414523a7cefa12cf681c9955b05548"}, "config": {"enabled": true, "alias": null, "schema": "mailchimp_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "ephemeral", "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": {"schema": "mailchimp_{{ var('directed_schema','dev') }}", "materialized": "ephemeral", "enabled": true}, "created_at": 1755187106.8363614, "relation_name": null, "raw_code": "{{ config(enabled=var('mailchimp_using_automations', True)) }}\n\nwith activities as (\n\n    select *\n    from {{ ref('mailchimp__automation_activities')}}\n\n), recipients as (\n\n    select *\n    from {{ ref('int_mailchimp__automation_recipients') }}\n\n{% if var('mailchimp_using_unsubscribes', True) %}\n), unsubscribes as (\n\n    select *\n    from {{ ref('int_mailchimp__automation_unsubscribes') }}\n\n), unsubscribes_xf as (\n\n    select\n        automation_id,\n        count(*) as unsubscribes\n    from unsubscribes\n    group by 1    \n{% endif %}\n\n-- aggregate automation opens and clicks by automation\n\n), pivoted as (\n\n    select \n        automation_id,\n        sum(case when action_type = 'open' then 1 end) as opens,\n        sum(case when action_type = 'click' then 1 end) as clicks, \n        count(distinct case when action_type = 'open' then member_id end) as unique_opens, \n        count(distinct case when action_type = 'click' then member_id end) as unique_clicks\n    from activities\n    group by 1\n\n), sends as (\n\n    select\n        automation_id,\n        count(*) as sends\n    from recipients\n    group by 1\n\n), joined as (\n\n    select\n        coalesce(sends.automation_id\n            , pivoted.automation_id\n            {{ ', unsubscribes_xf.automation_id' if var('mailchimp_using_unsubscribes', True) }}\n            ) as automation_id, \n        pivoted.opens,\n        pivoted.clicks,\n        pivoted.unique_opens,\n        pivoted.unique_clicks,\n        sends.sends\n        {{ ', unsubscribes_xf.unsubscribes' if var('mailchimp_using_unsubscribes', True) }}\n    from sends\n    left join pivoted\n        on pivoted.automation_id = sends.automation_id\n\n    {% if var('mailchimp_using_unsubscribes', True) %}\n    left join unsubscribes_xf\n        on pivoted.automation_id = unsubscribes_xf.automation_id\n    {% endif %}\n\n)\n\nselect *\nfrom joined", "doc_blocks": [], "language": "sql", "refs": [{"name": "mailchimp__automation_activities", "package": null, "version": null}, {"name": "int_mailchimp__automation_recipients", "package": null, "version": null}, {"name": "int_mailchimp__automation_unsubscribes", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": ["model.mailchimp.mailchimp__automation_activities", "model.mailchimp.int_mailchimp__automation_recipients", "model.mailchimp.int_mailchimp__automation_unsubscribes"]}, "compiled_path": "target/compiled/mailchimp/models/intermediate/int_mailchimp__automation_activities_by_automation.sql", "compiled": true, "compiled_code": "\n\nwith  __dbt__cte__int_mailchimp__automation_recipients as (\n\n\nwith recipients as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__automation_recipients\"\n\n), automation_emails as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__automation_emails\"\n\n), automations as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__automations\"\n\n), joined as (\n\n    select \n        recipients.*,\n        automations.segment_id,\n        automations.automation_id\n\n    from recipients\n    left join automation_emails\n        on recipients.automation_email_id = automation_emails.automation_email_id\n    left join automations\n        on automation_emails.automation_id = automations.automation_id\n\n)\n\nselect * \nfrom joined\n),  __dbt__cte__int_mailchimp__automation_unsubscribes as (\n\n\nwith unsubscribes as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__unsubscribes\"\n\n), automation_emails as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__automation_emails\"\n\n), automations as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__automations\"\n\n), joined as (\n\n    select \n        unsubscribes.*,\n        automations.segment_id,\n        automations.automation_id\n\n    from unsubscribes\n    left join automation_emails\n        on unsubscribes.campaign_id = automation_emails.automation_email_id\n    left join automations\n        on automation_emails.automation_id = automations.automation_id\n\n)\n\nselect * \nfrom joined\n), activities as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"mailchimp__automation_activities\"\n\n), recipients as (\n\n    select *\n    from __dbt__cte__int_mailchimp__automation_recipients\n\n\n), unsubscribes as (\n\n    select *\n    from __dbt__cte__int_mailchimp__automation_unsubscribes\n\n), unsubscribes_xf as (\n\n    select\n        automation_id,\n        count(*) as unsubscribes\n    from unsubscribes\n    group by 1    \n\n\n-- aggregate automation opens and clicks by automation\n\n), pivoted as (\n\n    select \n        automation_id,\n        sum(case when action_type = 'open' then 1 end) as opens,\n        sum(case when action_type = 'click' then 1 end) as clicks, \n        count(distinct case when action_type = 'open' then member_id end) as unique_opens, \n        count(distinct case when action_type = 'click' then member_id end) as unique_clicks\n    from activities\n    group by 1\n\n), sends as (\n\n    select\n        automation_id,\n        count(*) as sends\n    from recipients\n    group by 1\n\n), joined as (\n\n    select\n        coalesce(sends.automation_id\n            , pivoted.automation_id\n            , unsubscribes_xf.automation_id\n            ) as automation_id, \n        pivoted.opens,\n        pivoted.clicks,\n        pivoted.unique_opens,\n        pivoted.unique_clicks,\n        sends.sends\n        , unsubscribes_xf.unsubscribes\n    from sends\n    left join pivoted\n        on pivoted.automation_id = sends.automation_id\n\n    \n    left join unsubscribes_xf\n        on pivoted.automation_id = unsubscribes_xf.automation_id\n    \n\n)\n\nselect *\nfrom joined", "extra_ctes_injected": true, "extra_ctes": [{"id": "model.mailchimp.int_mailchimp__automation_recipients", "sql": " __dbt__cte__int_mailchimp__automation_recipients as (\n\n\nwith recipients as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__automation_recipients\"\n\n), automation_emails as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__automation_emails\"\n\n), automations as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__automations\"\n\n), joined as (\n\n    select \n        recipients.*,\n        automations.segment_id,\n        automations.automation_id\n\n    from recipients\n    left join automation_emails\n        on recipients.automation_email_id = automation_emails.automation_email_id\n    left join automations\n        on automation_emails.automation_id = automations.automation_id\n\n)\n\nselect * \nfrom joined\n)"}, {"id": "model.mailchimp.int_mailchimp__automation_unsubscribes", "sql": " __dbt__cte__int_mailchimp__automation_unsubscribes as (\n\n\nwith unsubscribes as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__unsubscribes\"\n\n), automation_emails as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__automation_emails\"\n\n), automations as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__automations\"\n\n), joined as (\n\n    select \n        unsubscribes.*,\n        automations.segment_id,\n        automations.automation_id\n\n    from unsubscribes\n    left join automation_emails\n        on unsubscribes.campaign_id = automation_emails.automation_email_id\n    left join automations\n        on automation_emails.automation_id = automations.automation_id\n\n)\n\nselect * \nfrom joined\n)"}], "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.mailchimp.int_mailchimp__campaign_activities_by_email": {"database": "postgres", "schema": "public_mailchimp_dev", "name": "int_mailchimp__campaign_activities_by_email", "resource_type": "model", "package_name": "mailchimp", "path": "intermediate/int_mailchimp__campaign_activities_by_email.sql", "original_file_path": "models/intermediate/int_mailchimp__campaign_activities_by_email.sql", "unique_id": "model.mailchimp.int_mailchimp__campaign_activities_by_email", "fqn": ["mailchimp", "intermediate", "int_mailchimp__campaign_activities_by_email"], "alias": "int_mailchimp__campaign_activities_by_email", "checksum": {"name": "sha256", "checksum": "02daffaef1924ed64cf15f7775e89262fc2e7435549c94b5d86b1fef5ceb099b"}, "config": {"enabled": true, "alias": null, "schema": "mailchimp_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "ephemeral", "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": {"schema": "mailchimp_{{ var('directed_schema','dev') }}", "materialized": "ephemeral"}, "created_at": 1755187106.8455393, "relation_name": null, "raw_code": "with activities as (\n\n    select *\n    from {{ ref('mailchimp__campaign_activities')}}\n\n), pivoted as (\n\n    select \n        email_id,\n        sum(case when action_type = 'open' then 1 end) as opens,\n        sum(case when action_type = 'click' then 1 end) as clicks, \n        count(distinct case when action_type = 'open' then member_id end) as unique_opens, \n        count(distinct case when action_type = 'click' then member_id end) as unique_clicks,\n        min(case when action_type = 'open' then activity_timestamp end) as first_open_timestamp,\n        min(case when action_type = 'open' then time_since_send_minutes end) as time_to_open_minutes,\n        min(case when action_type = 'open' then time_since_send_hours end) as time_to_open_hours,\n        min(case when action_type = 'open' then time_since_send_days end) as time_to_open_days\n    from activities\n    group by 1\n    \n), booleans as (\n\n    select \n        *,\n        case when opens > 0 then True else False end as was_opened,\n        case when clicks > 0 then True else False end as was_clicked\n    from pivoted\n\n)\n\nselect *\nfrom booleans", "doc_blocks": [], "language": "sql", "refs": [{"name": "mailchimp__campaign_activities", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": ["model.mailchimp.mailchimp__campaign_activities"]}, "compiled_path": "target/compiled/mailchimp/models/intermediate/int_mailchimp__campaign_activities_by_email.sql", "compiled": true, "compiled_code": "with activities as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"mailchimp__campaign_activities\"\n\n), pivoted as (\n\n    select \n        email_id,\n        sum(case when action_type = 'open' then 1 end) as opens,\n        sum(case when action_type = 'click' then 1 end) as clicks, \n        count(distinct case when action_type = 'open' then member_id end) as unique_opens, \n        count(distinct case when action_type = 'click' then member_id end) as unique_clicks,\n        min(case when action_type = 'open' then activity_timestamp end) as first_open_timestamp,\n        min(case when action_type = 'open' then time_since_send_minutes end) as time_to_open_minutes,\n        min(case when action_type = 'open' then time_since_send_hours end) as time_to_open_hours,\n        min(case when action_type = 'open' then time_since_send_days end) as time_to_open_days\n    from activities\n    group by 1\n    \n), booleans as (\n\n    select \n        *,\n        case when opens > 0 then True else False end as was_opened,\n        case when clicks > 0 then True else False end as was_clicked\n    from pivoted\n\n)\n\nselect *\nfrom booleans", "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.mailchimp.int_mailchimp__members_by_list": {"database": "postgres", "schema": "public_mailchimp_dev", "name": "int_mailchimp__members_by_list", "resource_type": "model", "package_name": "mailchimp", "path": "intermediate/int_mailchimp__members_by_list.sql", "original_file_path": "models/intermediate/int_mailchimp__members_by_list.sql", "unique_id": "model.mailchimp.int_mailchimp__members_by_list", "fqn": ["mailchimp", "intermediate", "int_mailchimp__members_by_list"], "alias": "int_mailchimp__members_by_list", "checksum": {"name": "sha256", "checksum": "24d58444ec10913bf4231cc95d22748734e620e0553935cb44c8c2d0eeb1dadc"}, "config": {"enabled": true, "alias": null, "schema": "mailchimp_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "ephemeral", "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": {"schema": "mailchimp_{{ var('directed_schema','dev') }}", "materialized": "ephemeral"}, "created_at": 1755187106.8489323, "relation_name": null, "raw_code": "with members as (\n\n    select *\n    from {{ ref('mailchimp__members') }}\n\n), by_list as (\n\n    select \n        list_id,\n        count(*) as count_members,\n        max(signup_timestamp) as most_recent_signup_timestamp\n    from members \n    group by 1\n\n)\n\nselect *\nfrom by_list", "doc_blocks": [], "language": "sql", "refs": [{"name": "mailchimp__members", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": ["model.mailchimp.mailchimp__members"]}, "compiled_path": "target/compiled/mailchimp/models/intermediate/int_mailchimp__members_by_list.sql", "compiled": true, "compiled_code": "with members as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"mailchimp__members\"\n\n), by_list as (\n\n    select \n        list_id,\n        count(*) as count_members,\n        max(signup_timestamp) as most_recent_signup_timestamp\n    from members \n    group by 1\n\n)\n\nselect *\nfrom by_list", "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.mailchimp.int_mailchimp__campaign_activities_by_member": {"database": "postgres", "schema": "public_mailchimp_dev", "name": "int_mailchimp__campaign_activities_by_member", "resource_type": "model", "package_name": "mailchimp", "path": "intermediate/int_mailchimp__campaign_activities_by_member.sql", "original_file_path": "models/intermediate/int_mailchimp__campaign_activities_by_member.sql", "unique_id": "model.mailchimp.int_mailchimp__campaign_activities_by_member", "fqn": ["mailchimp", "intermediate", "int_mailchimp__campaign_activities_by_member"], "alias": "int_mailchimp__campaign_activities_by_member", "checksum": {"name": "sha256", "checksum": "fbb30c6618b5cfbc454ad234984489921a571d00822803e7cd30962d2575a690"}, "config": {"enabled": true, "alias": null, "schema": "mailchimp_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "ephemeral", "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": {"schema": "mailchimp_{{ var('directed_schema','dev') }}", "materialized": "ephemeral"}, "created_at": 1755187106.8522303, "relation_name": null, "raw_code": "with recipients as (\n\n    select *\n    from {{ ref('mailchimp__campaign_recipients')}}\n\n), pivoted as (\n\n    select \n        member_id,\n        list_id,\n        count(*) as sends,\n        sum(opens) as opens,\n        sum(clicks) as clicks,\n        count(distinct case when was_opened = True then member_id end) as unique_opens,\n        count(distinct case when was_clicked = True then member_id end) as unique_clicks\n        \n        {% if var('mailchimp_using_unsubscribes', True) %}\n        , count(distinct case when was_unsubscribed = True then member_id end) as unsubscribes\n        {% endif %}\n    from recipients\n    group by 1,2\n    \n)\n\nselect *\nfrom pivoted", "doc_blocks": [], "language": "sql", "refs": [{"name": "mailchimp__campaign_recipients", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": ["model.mailchimp.mailchimp__campaign_recipients"]}, "compiled_path": "target/compiled/mailchimp/models/intermediate/int_mailchimp__campaign_activities_by_member.sql", "compiled": true, "compiled_code": "with recipients as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"mailchimp__campaign_recipients\"\n\n), pivoted as (\n\n    select \n        member_id,\n        list_id,\n        count(*) as sends,\n        sum(opens) as opens,\n        sum(clicks) as clicks,\n        count(distinct case when was_opened = True then member_id end) as unique_opens,\n        count(distinct case when was_clicked = True then member_id end) as unique_clicks\n        \n        \n        , count(distinct case when was_unsubscribed = True then member_id end) as unsubscribes\n        \n    from recipients\n    group by 1,2\n    \n)\n\nselect *\nfrom pivoted", "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.mailchimp.int_mailchimp__campaign_activities_by_campaign": {"database": "postgres", "schema": "public_mailchimp_dev", "name": "int_mailchimp__campaign_activities_by_campaign", "resource_type": "model", "package_name": "mailchimp", "path": "intermediate/int_mailchimp__campaign_activities_by_campaign.sql", "original_file_path": "models/intermediate/int_mailchimp__campaign_activities_by_campaign.sql", "unique_id": "model.mailchimp.int_mailchimp__campaign_activities_by_campaign", "fqn": ["mailchimp", "intermediate", "int_mailchimp__campaign_activities_by_campaign"], "alias": "int_mailchimp__campaign_activities_by_campaign", "checksum": {"name": "sha256", "checksum": "74164caf78e61bbeae5f8c59918daed69a44435c3aea5cc0d9e86f55d58bb3f5"}, "config": {"enabled": true, "alias": null, "schema": "mailchimp_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "ephemeral", "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": {"schema": "mailchimp_{{ var('directed_schema','dev') }}", "materialized": "ephemeral"}, "created_at": 1755187106.8596892, "relation_name": null, "raw_code": "with recipients as (\n\n    select *\n    from {{ ref('mailchimp__campaign_recipients')}}\n\n), pivoted as (\n\n    select \n        campaign_id,\n        count(*) as sends,\n        sum(opens) as opens,\n        sum(clicks) as clicks,\n        count(distinct case when was_opened = True then member_id end) as unique_opens,\n        count(distinct case when was_clicked = True then member_id end) as unique_clicks\n        \n        {% if var('mailchimp_using_unsubscribes', True) %}\n        , count(distinct case when was_unsubscribed = True then member_id end) as unsubscribes\n        {% endif %}\n    from recipients\n    group by 1\n    \n)\n\nselect *\nfrom pivoted", "doc_blocks": [], "language": "sql", "refs": [{"name": "mailchimp__campaign_recipients", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": ["model.mailchimp.mailchimp__campaign_recipients"]}, "compiled_path": "target/compiled/mailchimp/models/intermediate/int_mailchimp__campaign_activities_by_campaign.sql", "compiled": true, "compiled_code": "with recipients as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"mailchimp__campaign_recipients\"\n\n), pivoted as (\n\n    select \n        campaign_id,\n        count(*) as sends,\n        sum(opens) as opens,\n        sum(clicks) as clicks,\n        count(distinct case when was_opened = True then member_id end) as unique_opens,\n        count(distinct case when was_clicked = True then member_id end) as unique_clicks\n        \n        \n        , count(distinct case when was_unsubscribed = True then member_id end) as unsubscribes\n        \n    from recipients\n    group by 1\n    \n)\n\nselect *\nfrom pivoted", "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.mailchimp.int_mailchimp__automation_activities_by_member": {"database": "postgres", "schema": "public_mailchimp_dev", "name": "int_mailchimp__automation_activities_by_member", "resource_type": "model", "package_name": "mailchimp", "path": "intermediate/int_mailchimp__automation_activities_by_member.sql", "original_file_path": "models/intermediate/int_mailchimp__automation_activities_by_member.sql", "unique_id": "model.mailchimp.int_mailchimp__automation_activities_by_member", "fqn": ["mailchimp", "intermediate", "int_mailchimp__automation_activities_by_member"], "alias": "int_mailchimp__automation_activities_by_member", "checksum": {"name": "sha256", "checksum": "9c1f6fd489689c1102b3f9a2304743fd4312a0c3bd4075b3010e1db1dcb9e3c7"}, "config": {"enabled": true, "alias": null, "schema": "mailchimp_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "ephemeral", "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": {"schema": "mailchimp_{{ var('directed_schema','dev') }}", "materialized": "ephemeral", "enabled": true}, "created_at": 1755187106.866161, "relation_name": null, "raw_code": "{{ config(enabled=var('mailchimp_using_automations', True)) }}\n\nwith activities as (\n\n    select *\n    from {{ ref('mailchimp__automation_activities')}}\n\n), recipients as (\n\n    select *\n    from {{ ref('int_mailchimp__automation_recipients') }}\n\n{% if var('mailchimp_using_unsubscribes', True) %}\n), unsubscribes as (\n\n    select *\n    from {{ ref('int_mailchimp__automation_unsubscribes') }}\n\n), unsubscribes_xf as (\n\n    select\n        member_id,\n        list_id,\n        count(*) as unsubscribes\n    from unsubscribes\n    group by 1,2\n{% endif %}\n\n-- aggregate automation opens and clicks by member\n\n), pivoted as (\n\n    select \n        member_id,\n        list_id,\n        sum(case when action_type = 'open' then 1 end) as opens,\n        sum(case when action_type = 'click' then 1 end) as clicks, \n        count(distinct case when action_type = 'open' then member_id end) as unique_opens, \n        count(distinct case when action_type = 'click' then member_id end) as unique_clicks\n    from activities\n    group by 1,2\n\n), sends as (\n\n    select\n        member_id,\n        list_id,\n        count(*) as sends\n    from recipients\n    group by 1,2\n\n), joined as (\n\n    select\n        coalesce(sends.member_id\n            , pivoted.member_id\n            {{ ', unsubscribes_xf.member_id' if var('mailchimp_using_unsubscribes', True) }}\n            ) as member_id,\n        pivoted.list_id,\n        pivoted.opens,\n        pivoted.clicks,\n        pivoted.unique_opens,\n        pivoted.unique_clicks,\n        sends.sends\n        {{ ', unsubscribes_xf.unsubscribes' if var('mailchimp_using_unsubscribes', True) }}\n    from sends\n    left join pivoted\n        on pivoted.member_id = sends.member_id\n        and pivoted.list_id = sends.list_id\n\n    {% if var('mailchimp_using_unsubscribes', True) %}\n    left join unsubscribes_xf\n        on unsubscribes_xf.member_id = sends.member_id\n        and unsubscribes_xf.list_id = sends.list_id\n    {% endif %}\n\n)\n\nselect *\nfrom joined", "doc_blocks": [], "language": "sql", "refs": [{"name": "mailchimp__automation_activities", "package": null, "version": null}, {"name": "int_mailchimp__automation_recipients", "package": null, "version": null}, {"name": "int_mailchimp__automation_unsubscribes", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": ["model.mailchimp.mailchimp__automation_activities", "model.mailchimp.int_mailchimp__automation_recipients", "model.mailchimp.int_mailchimp__automation_unsubscribes"]}, "compiled_path": "target/compiled/mailchimp/models/intermediate/int_mailchimp__automation_activities_by_member.sql", "compiled": true, "compiled_code": "\n\nwith  __dbt__cte__int_mailchimp__automation_recipients as (\n\n\nwith recipients as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__automation_recipients\"\n\n), automation_emails as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__automation_emails\"\n\n), automations as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__automations\"\n\n), joined as (\n\n    select \n        recipients.*,\n        automations.segment_id,\n        automations.automation_id\n\n    from recipients\n    left join automation_emails\n        on recipients.automation_email_id = automation_emails.automation_email_id\n    left join automations\n        on automation_emails.automation_id = automations.automation_id\n\n)\n\nselect * \nfrom joined\n),  __dbt__cte__int_mailchimp__automation_unsubscribes as (\n\n\nwith unsubscribes as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__unsubscribes\"\n\n), automation_emails as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__automation_emails\"\n\n), automations as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__automations\"\n\n), joined as (\n\n    select \n        unsubscribes.*,\n        automations.segment_id,\n        automations.automation_id\n\n    from unsubscribes\n    left join automation_emails\n        on unsubscribes.campaign_id = automation_emails.automation_email_id\n    left join automations\n        on automation_emails.automation_id = automations.automation_id\n\n)\n\nselect * \nfrom joined\n), activities as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"mailchimp__automation_activities\"\n\n), recipients as (\n\n    select *\n    from __dbt__cte__int_mailchimp__automation_recipients\n\n\n), unsubscribes as (\n\n    select *\n    from __dbt__cte__int_mailchimp__automation_unsubscribes\n\n), unsubscribes_xf as (\n\n    select\n        member_id,\n        list_id,\n        count(*) as unsubscribes\n    from unsubscribes\n    group by 1,2\n\n\n-- aggregate automation opens and clicks by member\n\n), pivoted as (\n\n    select \n        member_id,\n        list_id,\n        sum(case when action_type = 'open' then 1 end) as opens,\n        sum(case when action_type = 'click' then 1 end) as clicks, \n        count(distinct case when action_type = 'open' then member_id end) as unique_opens, \n        count(distinct case when action_type = 'click' then member_id end) as unique_clicks\n    from activities\n    group by 1,2\n\n), sends as (\n\n    select\n        member_id,\n        list_id,\n        count(*) as sends\n    from recipients\n    group by 1,2\n\n), joined as (\n\n    select\n        coalesce(sends.member_id\n            , pivoted.member_id\n            , unsubscribes_xf.member_id\n            ) as member_id,\n        pivoted.list_id,\n        pivoted.opens,\n        pivoted.clicks,\n        pivoted.unique_opens,\n        pivoted.unique_clicks,\n        sends.sends\n        , unsubscribes_xf.unsubscribes\n    from sends\n    left join pivoted\n        on pivoted.member_id = sends.member_id\n        and pivoted.list_id = sends.list_id\n\n    \n    left join unsubscribes_xf\n        on unsubscribes_xf.member_id = sends.member_id\n        and unsubscribes_xf.list_id = sends.list_id\n    \n\n)\n\nselect *\nfrom joined", "extra_ctes_injected": true, "extra_ctes": [{"id": "model.mailchimp.int_mailchimp__automation_recipients", "sql": " __dbt__cte__int_mailchimp__automation_recipients as (\n\n\nwith recipients as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__automation_recipients\"\n\n), automation_emails as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__automation_emails\"\n\n), automations as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__automations\"\n\n), joined as (\n\n    select \n        recipients.*,\n        automations.segment_id,\n        automations.automation_id\n\n    from recipients\n    left join automation_emails\n        on recipients.automation_email_id = automation_emails.automation_email_id\n    left join automations\n        on automation_emails.automation_id = automations.automation_id\n\n)\n\nselect * \nfrom joined\n)"}, {"id": "model.mailchimp.int_mailchimp__automation_unsubscribes", "sql": " __dbt__cte__int_mailchimp__automation_unsubscribes as (\n\n\nwith unsubscribes as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__unsubscribes\"\n\n), automation_emails as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__automation_emails\"\n\n), automations as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__automations\"\n\n), joined as (\n\n    select \n        unsubscribes.*,\n        automations.segment_id,\n        automations.automation_id\n\n    from unsubscribes\n    left join automation_emails\n        on unsubscribes.campaign_id = automation_emails.automation_email_id\n    left join automations\n        on automation_emails.automation_id = automations.automation_id\n\n)\n\nselect * \nfrom joined\n)"}], "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.mailchimp.int_mailchimp__automation_activities_by_list": {"database": "postgres", "schema": "public_mailchimp_dev", "name": "int_mailchimp__automation_activities_by_list", "resource_type": "model", "package_name": "mailchimp", "path": "intermediate/int_mailchimp__automation_activities_by_list.sql", "original_file_path": "models/intermediate/int_mailchimp__automation_activities_by_list.sql", "unique_id": "model.mailchimp.int_mailchimp__automation_activities_by_list", "fqn": ["mailchimp", "intermediate", "int_mailchimp__automation_activities_by_list"], "alias": "int_mailchimp__automation_activities_by_list", "checksum": {"name": "sha256", "checksum": "72d809a0b4fa860bdd93377670cb681563a557aa9022eb6d90e7ab14c674a3b8"}, "config": {"enabled": true, "alias": null, "schema": "mailchimp_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "ephemeral", "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": {"schema": "mailchimp_{{ var('directed_schema','dev') }}", "materialized": "ephemeral", "enabled": true}, "created_at": 1755187106.8746557, "relation_name": null, "raw_code": "{{ config(enabled=var('mailchimp_using_automations', True)) }}\n\nwith activities as (\n\n    select *\n    from {{ ref('mailchimp__automation_activities')}}\n\n), recipients as (\n\n    select *\n    from {{ ref('int_mailchimp__automation_recipients') }}\n\n{% if var('mailchimp_using_unsubscribes', True) %}\n), unsubscribes as (\n\n    select *\n    from {{ ref('int_mailchimp__automation_unsubscribes') }}\n\n), unsubscribes_xf as (\n\n    select\n        list_id,\n        count(*) as unsubscribes\n    from unsubscribes\n    group by 1\n{% endif %}\n\n-- aggregate automation opens and clicks by list\n\n), pivoted as (\n\n    select \n        list_id,\n        sum(case when action_type = 'open' then 1 end) as opens,\n        sum(case when action_type = 'click' then 1 end) as clicks, \n        count(distinct case when action_type = 'open' then member_id end) as unique_opens, \n        count(distinct case when action_type = 'click' then member_id end) as unique_clicks\n    from activities\n    group by 1\n\n), sends as (\n\n    select\n        list_id,\n        count(*) as sends\n    from recipients\n    group by 1\n\n), joined as (\n\n    select\n        coalesce(sends.list_id\n            , pivoted.list_id\n            {{ ', unsubscribes_xf.list_id' if var('mailchimp_using_unsubscribes', True) }}\n            ) as list_id,\n        pivoted.opens,\n        pivoted.clicks,\n        pivoted.unique_opens,\n        pivoted.unique_clicks,\n        sends.sends\n        {{ ', unsubscribes_xf.unsubscribes' if var('mailchimp_using_unsubscribes', True) }}\n    from sends\n    left join pivoted\n        on pivoted.list_id = sends.list_id\n\n    {% if var('mailchimp_using_unsubscribes', True) %}\n    left join unsubscribes_xf\n        on pivoted.list_id = unsubscribes_xf.list_id\n    {% endif %}\n)\n\nselect *\nfrom joined", "doc_blocks": [], "language": "sql", "refs": [{"name": "mailchimp__automation_activities", "package": null, "version": null}, {"name": "int_mailchimp__automation_recipients", "package": null, "version": null}, {"name": "int_mailchimp__automation_unsubscribes", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": ["model.mailchimp.mailchimp__automation_activities", "model.mailchimp.int_mailchimp__automation_recipients", "model.mailchimp.int_mailchimp__automation_unsubscribes"]}, "compiled_path": "target/compiled/mailchimp/models/intermediate/int_mailchimp__automation_activities_by_list.sql", "compiled": true, "compiled_code": "\n\nwith  __dbt__cte__int_mailchimp__automation_recipients as (\n\n\nwith recipients as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__automation_recipients\"\n\n), automation_emails as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__automation_emails\"\n\n), automations as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__automations\"\n\n), joined as (\n\n    select \n        recipients.*,\n        automations.segment_id,\n        automations.automation_id\n\n    from recipients\n    left join automation_emails\n        on recipients.automation_email_id = automation_emails.automation_email_id\n    left join automations\n        on automation_emails.automation_id = automations.automation_id\n\n)\n\nselect * \nfrom joined\n),  __dbt__cte__int_mailchimp__automation_unsubscribes as (\n\n\nwith unsubscribes as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__unsubscribes\"\n\n), automation_emails as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__automation_emails\"\n\n), automations as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__automations\"\n\n), joined as (\n\n    select \n        unsubscribes.*,\n        automations.segment_id,\n        automations.automation_id\n\n    from unsubscribes\n    left join automation_emails\n        on unsubscribes.campaign_id = automation_emails.automation_email_id\n    left join automations\n        on automation_emails.automation_id = automations.automation_id\n\n)\n\nselect * \nfrom joined\n), activities as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"mailchimp__automation_activities\"\n\n), recipients as (\n\n    select *\n    from __dbt__cte__int_mailchimp__automation_recipients\n\n\n), unsubscribes as (\n\n    select *\n    from __dbt__cte__int_mailchimp__automation_unsubscribes\n\n), unsubscribes_xf as (\n\n    select\n        list_id,\n        count(*) as unsubscribes\n    from unsubscribes\n    group by 1\n\n\n-- aggregate automation opens and clicks by list\n\n), pivoted as (\n\n    select \n        list_id,\n        sum(case when action_type = 'open' then 1 end) as opens,\n        sum(case when action_type = 'click' then 1 end) as clicks, \n        count(distinct case when action_type = 'open' then member_id end) as unique_opens, \n        count(distinct case when action_type = 'click' then member_id end) as unique_clicks\n    from activities\n    group by 1\n\n), sends as (\n\n    select\n        list_id,\n        count(*) as sends\n    from recipients\n    group by 1\n\n), joined as (\n\n    select\n        coalesce(sends.list_id\n            , pivoted.list_id\n            , unsubscribes_xf.list_id\n            ) as list_id,\n        pivoted.opens,\n        pivoted.clicks,\n        pivoted.unique_opens,\n        pivoted.unique_clicks,\n        sends.sends\n        , unsubscribes_xf.unsubscribes\n    from sends\n    left join pivoted\n        on pivoted.list_id = sends.list_id\n\n    \n    left join unsubscribes_xf\n        on pivoted.list_id = unsubscribes_xf.list_id\n    \n)\n\nselect *\nfrom joined", "extra_ctes_injected": true, "extra_ctes": [{"id": "model.mailchimp.int_mailchimp__automation_recipients", "sql": " __dbt__cte__int_mailchimp__automation_recipients as (\n\n\nwith recipients as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__automation_recipients\"\n\n), automation_emails as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__automation_emails\"\n\n), automations as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__automations\"\n\n), joined as (\n\n    select \n        recipients.*,\n        automations.segment_id,\n        automations.automation_id\n\n    from recipients\n    left join automation_emails\n        on recipients.automation_email_id = automation_emails.automation_email_id\n    left join automations\n        on automation_emails.automation_id = automations.automation_id\n\n)\n\nselect * \nfrom joined\n)"}, {"id": "model.mailchimp.int_mailchimp__automation_unsubscribes", "sql": " __dbt__cte__int_mailchimp__automation_unsubscribes as (\n\n\nwith unsubscribes as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__unsubscribes\"\n\n), automation_emails as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__automation_emails\"\n\n), automations as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__automations\"\n\n), joined as (\n\n    select \n        unsubscribes.*,\n        automations.segment_id,\n        automations.automation_id\n\n    from unsubscribes\n    left join automation_emails\n        on unsubscribes.campaign_id = automation_emails.automation_email_id\n    left join automations\n        on automation_emails.automation_id = automations.automation_id\n\n)\n\nselect * \nfrom joined\n)"}], "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.mailchimp.stg_mailchimp__automation_activities": {"database": "postgres", "schema": "public_mailchimp_dev", "name": "stg_mailchimp__automation_activities", "resource_type": "model", "package_name": "mailchimp", "path": "staging/stg_mailchimp__automation_activities.sql", "original_file_path": "models/staging/stg_mailchimp__automation_activities.sql", "unique_id": "model.mailchimp.stg_mailchimp__automation_activities", "fqn": ["mailchimp", "staging", "stg_mailchimp__automation_activities"], "alias": "stg_mailchimp__automation_activities", "checksum": {"name": "sha256", "checksum": "4992e107e904d1a89d829504c3a82b22223d8ecfb1ccc15ac9bc2fcf0402943a"}, "config": {"enabled": true, "alias": null, "schema": "mailchimp_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 an activity taken in relation to a automation email.", "columns": {"activity_id": {"name": "activity_id", "description": "The ID of the activity/event.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "action_type": {"name": "action_type", "description": "One of the following actions: 'open', 'click', or 'bounce'\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "automation_email_id": {"name": "automation_email_id", "description": "The ID for the automation email that relates to the activity.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "member_id": {"name": "member_id", "description": "The ID of the member the activity relates to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "list_id": {"name": "list_id", "description": "The ID of the list the email was sent to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "activity_timestamp": {"name": "activity_timestamp", "description": "The timestamp when the activity occurred.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "ip_address": {"name": "ip_address", "description": "The IP address recorded for the action.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "url": {"name": "url", "description": "If the action is a 'click', the URL on which the member clicked.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "bounce_type": {"name": "bounce_type", "description": "If the action is a 'bounce', the type of bounce received: 'hard', 'soft'.\n", "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": "mailchimp://models/staging/stg_mailchimp.yml", "build_path": null, "unrendered_config": {"schema": "mailchimp_{{ var('directed_schema','dev') }}", "materialized": "table", "enabled": true}, "created_at": 1755187107.559218, "relation_name": "\"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__automation_activities\"", "raw_code": "{{ config(enabled=var('mailchimp_using_automations', True)) }}\n\nwith base as (\n\n    select *\n    from {{ ref('stg_mailchimp__automation_activities_tmp')}}\n\n), \n\nfields as (\n\n    select \n        {{\n            fivetran_utils.fill_staging_columns(\n                source_columns=adapter.get_columns_in_relation(ref('stg_mailchimp__automation_activities_tmp')),\n                staging_columns=get_automation_recipient_activity_columns()\n            )\n        }}\n        \n    from base\n\n), \n\nfinal as (\n\n    select \n        action as action_type,\n        automation_email_id,\n        member_id,\n        list_id,\n        timestamp as activity_timestamp,\n        ip as ip_address,\n        url,\n        bounce_type\n    from fields\n\n),\n\nunique_key as (\n\n    select \n        *, \n        {{ dbt_utils.generate_surrogate_key(['action_type', 'automation_email_id', 'member_id', 'activity_timestamp']) }} as activity_id\n    from final\n)\n\nselect * from unique_key", "doc_blocks": [], "language": "sql", "refs": [{"name": "stg_mailchimp__automation_activities_tmp", "package": null, "version": null}, {"name": "stg_mailchimp__automation_activities_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.mailchimp.get_automation_recipient_activity_columns", "macro.fivetran_utils.fill_staging_columns", "macro.dbt_utils.generate_surrogate_key"], "nodes": ["model.mailchimp.stg_mailchimp__automation_activities_tmp"]}, "compiled_path": "target/compiled/mailchimp/models/staging/stg_mailchimp__automation_activities.sql", "compiled": true, "compiled_code": "\n\nwith base as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__automation_activities_tmp\"\n\n), \n\nfields as (\n\n    select \n        \n    \n    \n    _fivetran_synced\n    \n as \n    \n    _fivetran_synced\n    \n, \n    \n    \n    action\n    \n as \n    \n    action\n    \n, \n    \n    \n    automation_email_id\n    \n as \n    \n    automation_email_id\n    \n, \n    \n    \n    bounce_type\n    \n as \n    \n    bounce_type\n    \n, \n    \n    \n    ip\n    \n as \n    \n    ip\n    \n, \n    \n    \n    list_id\n    \n as \n    \n    list_id\n    \n, \n    \n    \n    member_id\n    \n as \n    \n    member_id\n    \n, \n    \n    \n    timestamp\n    \n as \n    \n    timestamp\n    \n, \n    \n    \n    url\n    \n as \n    \n    url\n    \n\n\n\n        \n    from base\n\n), \n\nfinal as (\n\n    select \n        action as action_type,\n        automation_email_id,\n        member_id,\n        list_id,\n        timestamp as activity_timestamp,\n        ip as ip_address,\n        url,\n        bounce_type\n    from fields\n\n),\n\nunique_key as (\n\n    select \n        *, \n        md5(cast(coalesce(cast(action_type as TEXT), '_dbt_utils_surrogate_key_null_') || '-' || coalesce(cast(automation_email_id as TEXT), '_dbt_utils_surrogate_key_null_') || '-' || coalesce(cast(member_id as TEXT), '_dbt_utils_surrogate_key_null_') || '-' || coalesce(cast(activity_timestamp as TEXT), '_dbt_utils_surrogate_key_null_') as TEXT)) as activity_id\n    from final\n)\n\nselect * from unique_key", "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": ["activity_id"], "time_spine": null}, "model.mailchimp.stg_mailchimp__campaigns": {"database": "postgres", "schema": "public_mailchimp_dev", "name": "stg_mailchimp__campaigns", "resource_type": "model", "package_name": "mailchimp", "path": "staging/stg_mailchimp__campaigns.sql", "original_file_path": "models/staging/stg_mailchimp__campaigns.sql", "unique_id": "model.mailchimp.stg_mailchimp__campaigns", "fqn": ["mailchimp", "staging", "stg_mailchimp__campaigns"], "alias": "stg_mailchimp__campaigns", "checksum": {"name": "sha256", "checksum": "55d9085617b045a80d1e4374e96c3486bdc684bf62d6336fd0c6583e1a703db8"}, "config": {"enabled": true, "alias": null, "schema": "mailchimp_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 campaign in Mailchimp.", "columns": {"campaign_id": {"name": "campaign_id", "description": "The ID of the campaign in Mailchimp.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "segment_id": {"name": "segment_id", "description": "The ID of the Segment a campaign was sent to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "create_timestamp": {"name": "create_timestamp", "description": "The date and time the campaign was created.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "send_timestamp": {"name": "send_timestamp", "description": "The date and time a campaign was sent.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "list_id": {"name": "list_id", "description": "The ID of the List a campaign was sent to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "reply_to_email": {"name": "reply_to_email", "description": "The reply-to email address for the campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "campaign_type": {"name": "campaign_type", "description": "The type of campaign sent.  Possible values: regular, plaintext, absplit, variate, rss.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "title": {"name": "title", "description": "The title of the campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "archive_url": {"name": "archive_url", "description": "The link to the campaign's archive version in ISO 8601 format.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "authenticate": {"name": "authenticate", "description": "Whether Mailchimp authenticated the campaign. Defaults to true.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "auto_footer": {"name": "auto_footer", "description": "Automatically append Mailchimp's default footer to the campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "auto_tweet": {"name": "auto_tweet", "description": "Automatically tweet a link to the campaign archive page when the campaign is sent.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "clicktale": {"name": "clicktale", "description": "The custom slug for ClickTale tracking (max of 50 bytes).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "content_type": {"name": "content_type", "description": "How the campaign's content is put together ('template', 'drag_and_drop', 'html', 'url').", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "drag_and_drop": {"name": "drag_and_drop", "description": "Whether the campaign uses the drag-and-drop editor.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "fb_comments": {"name": "fb_comments", "description": "Allows Facebook comments on the campaign (also force-enables the Campaign Archive toolbar). Defaults to true.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "folder_id": {"name": "folder_id", "description": "If the campaign is listed in a folder, the ID for that folder.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "from_name": {"name": "from_name", "description": "The 'from' name on the campaign (not an email address).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "google_analytics": {"name": "google_analytics", "description": "The custom slug for Google Analytics tracking (max of 50 bytes).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "inline_css": {"name": "inline_css", "description": "Automatically inline the CSS included with the campaign content.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "long_archive_url": {"name": "long_archive_url", "description": "The original link to the campaign's archive version.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "status": {"name": "status", "description": "The current status of the campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "subject_line": {"name": "subject_line", "description": "The subject line for the campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "template_id": {"name": "template_id", "description": "The ID for the template used in this campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "test_size": {"name": "test_size", "description": "The percentage of recipients to send the test combinations to, must be a value between 10 and 100.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "timewarp": {"name": "timewarp", "description": "Send this campaign using Timewarpe_this", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "to_name": {"name": "to_name", "description": "The campaign's custom 'To' name. Typically the first name merge field.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "track_ecomm_360": {"name": "track_ecomm_360", "description": "Whether to enable eCommerce360 tracking.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "track_goals": {"name": "track_goals", "description": "Whether to enable Goal tracking.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "track_html_clicks": {"name": "track_html_clicks", "description": "Whether to track clicks in the HTML version of the campaign. Defaults to true. Cannot be set to false for variate campaigns.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "track_opens": {"name": "track_opens", "description": "Whether to track opens. Defaults to true. Cannot be set to false for variate campaigns.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "track_text_clicks": {"name": "track_text_clicks", "description": "Whether to track clicks in the plain-text version of the campaign. Defaults to true. Cannot be set to false for variate campaigns.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "use_conversation": {"name": "use_conversation", "description": "Use Mailchimp Conversation feature to manage out-of-office replies.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "wait_time": {"name": "wait_time", "description": "The number of minutes to wait before choosing the winning campaign. The value of wait_time must be greater than 0 and in whole hours, specified in minutes.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "winner_criteria": {"name": "winner_criteria", "description": "The combination that performs the best.  This may be determined automatically by click rate, open rate, or total revenue\u2014or  you may choose manually based on the reporting data you find the most valuable.  For Multivariate Campaigns testing send_time, winner_criteria is ignored.  For Multivariate Campaigns with 'manual' as the winner_criteria, the winner must be chosen in the Mailchimp web application.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "winning_campaign_id": {"name": "winning_campaign_id", "description": "ID of the campaign that was sent to the remaining recipients based on the winning combination.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "winning_combination_id": {"name": "winning_combination_id", "description": "ID for the winning combination.", "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": "mailchimp://models/staging/stg_mailchimp.yml", "build_path": null, "unrendered_config": {"schema": "mailchimp_{{ var('directed_schema','dev') }}", "materialized": "table"}, "created_at": 1755187107.567929, "relation_name": "\"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__campaigns\"", "raw_code": "with base as (\n\n    select * \n    from {{ ref('stg_mailchimp__campaigns_tmp') }}\n\n),\n\n\nfields as (\n\n    select\n        {{\n            fivetran_utils.fill_staging_columns(\n                source_columns=adapter.get_columns_in_relation(ref('stg_mailchimp__campaigns_tmp')),\n                staging_columns=get_campaign_columns()\n            )\n        }}\n        \n    from base\n),\n\nfinal as (\n\n    select \n        id as campaign_id,\n        segment_id,\n        create_time as create_timestamp,\n        cast(send_time as {{ dbt.type_timestamp() }}) as send_timestamp, \n        list_id,\n        reply_to as reply_to_email,\n        type as campaign_type,\n        title,\n        archive_url,\n        authenticate,\n        auto_footer,\n        auto_tweet,\n        clicktale,\n        content_type,\n        drag_and_drop,\n        fb_comments,\n        folder_id,\n        from_name,\n        google_analytics,\n        inline_css,\n        long_archive_url,\n        status,\n        subject_line,\n        template_id,\n        test_size,\n        timewarp,\n        to_name,\n        track_ecomm_360,\n        track_goals,\n        track_html_clicks,\n        track_opens,\n        track_text_clicks,\n        use_conversation,\n        wait_time,\n        winner_criteria,\n        winning_campaign_id,\n        winning_combination_id\n    from fields\n\n)\n\nselect *\nfrom final", "doc_blocks": [], "language": "sql", "refs": [{"name": "stg_mailchimp__campaigns_tmp", "package": null, "version": null}, {"name": "stg_mailchimp__campaigns_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.mailchimp.get_campaign_columns", "macro.fivetran_utils.fill_staging_columns", "macro.dbt.type_timestamp"], "nodes": ["model.mailchimp.stg_mailchimp__campaigns_tmp"]}, "compiled_path": "target/compiled/mailchimp/models/staging/stg_mailchimp__campaigns.sql", "compiled": true, "compiled_code": "with base as (\n\n    select * \n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__campaigns_tmp\"\n\n),\n\n\nfields as (\n\n    select\n        \n    \n    \n    _fivetran_deleted\n    \n as \n    \n    _fivetran_deleted\n    \n, \n    \n    \n    _fivetran_synced\n    \n as \n    \n    _fivetran_synced\n    \n, \n    \n    \n    archive_url\n    \n as \n    \n    archive_url\n    \n, \n    \n    \n    authenticate\n    \n as \n    \n    authenticate\n    \n, \n    \n    \n    auto_footer\n    \n as \n    \n    auto_footer\n    \n, \n    \n    \n    auto_tweet\n    \n as \n    \n    auto_tweet\n    \n, \n    \n    \n    clicktale\n    \n as \n    \n    clicktale\n    \n, \n    \n    \n    content_type\n    \n as \n    \n    content_type\n    \n, \n    \n    \n    create_time\n    \n as \n    \n    create_time\n    \n, \n    \n    \n    drag_and_drop\n    \n as \n    \n    drag_and_drop\n    \n, \n    \n    \n    fb_comments\n    \n as \n    \n    fb_comments\n    \n, \n    \n    \n    folder_id\n    \n as \n    \n    folder_id\n    \n, \n    \n    \n    from_name\n    \n as \n    \n    from_name\n    \n, \n    \n    \n    google_analytics\n    \n as \n    \n    google_analytics\n    \n, \n    \n    \n    id\n    \n as \n    \n    id\n    \n, \n    \n    \n    inline_css\n    \n as \n    \n    inline_css\n    \n, \n    \n    \n    list_id\n    \n as \n    \n    list_id\n    \n, \n    \n    \n    long_archive_url\n    \n as \n    \n    long_archive_url\n    \n, \n    \n    \n    reply_to\n    \n as \n    \n    reply_to\n    \n, \n    \n    \n    segment_id\n    \n as \n    \n    segment_id\n    \n, \n    \n    \n    segment_text\n    \n as \n    \n    segment_text\n    \n, \n    \n    \n    send_time\n    \n as \n    \n    send_time\n    \n, \n    \n    \n    status\n    \n as \n    \n    status\n    \n, \n    \n    \n    subject_line\n    \n as \n    \n    subject_line\n    \n, \n    \n    \n    template_id\n    \n as \n    \n    template_id\n    \n, \n    \n    \n    test_size\n    \n as \n    \n    test_size\n    \n, \n    \n    \n    timewarp\n    \n as \n    \n    timewarp\n    \n, \n    \n    \n    title\n    \n as \n    \n    title\n    \n, \n    \n    \n    to_name\n    \n as \n    \n    to_name\n    \n, \n    \n    \n    track_ecomm_360\n    \n as \n    \n    track_ecomm_360\n    \n, \n    \n    \n    track_goals\n    \n as \n    \n    track_goals\n    \n, \n    \n    \n    track_html_clicks\n    \n as \n    \n    track_html_clicks\n    \n, \n    \n    \n    track_opens\n    \n as \n    \n    track_opens\n    \n, \n    \n    \n    track_text_clicks\n    \n as \n    \n    track_text_clicks\n    \n, \n    \n    \n    type\n    \n as \n    \n    type\n    \n, \n    \n    \n    use_conversation\n    \n as \n    \n    use_conversation\n    \n, \n    \n    \n    wait_time\n    \n as \n    \n    wait_time\n    \n, \n    \n    \n    winner_criteria\n    \n as \n    \n    winner_criteria\n    \n, \n    \n    \n    winning_campaign_id\n    \n as \n    \n    winning_campaign_id\n    \n, \n    \n    \n    winning_combination_id\n    \n as \n    \n    winning_combination_id\n    \n\n\n\n        \n    from base\n),\n\nfinal as (\n\n    select \n        id as campaign_id,\n        segment_id,\n        create_time as create_timestamp,\n        cast(send_time as timestamp) as send_timestamp, \n        list_id,\n        reply_to as reply_to_email,\n        type as campaign_type,\n        title,\n        archive_url,\n        authenticate,\n        auto_footer,\n        auto_tweet,\n        clicktale,\n        content_type,\n        drag_and_drop,\n        fb_comments,\n        folder_id,\n        from_name,\n        google_analytics,\n        inline_css,\n        long_archive_url,\n        status,\n        subject_line,\n        template_id,\n        test_size,\n        timewarp,\n        to_name,\n        track_ecomm_360,\n        track_goals,\n        track_html_clicks,\n        track_opens,\n        track_text_clicks,\n        use_conversation,\n        wait_time,\n        winner_criteria,\n        winning_campaign_id,\n        winning_combination_id\n    from fields\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": ["campaign_id"], "time_spine": null}, "model.mailchimp.stg_mailchimp__segments": {"database": "postgres", "schema": "public_mailchimp_dev", "name": "stg_mailchimp__segments", "resource_type": "model", "package_name": "mailchimp", "path": "staging/stg_mailchimp__segments.sql", "original_file_path": "models/staging/stg_mailchimp__segments.sql", "unique_id": "model.mailchimp.stg_mailchimp__segments", "fqn": ["mailchimp", "staging", "stg_mailchimp__segments"], "alias": "stg_mailchimp__segments", "checksum": {"name": "sha256", "checksum": "e57129e864eb840b4daf261ca621e24bd47f4d2c4db1224c1109025e8ad3d132"}, "config": {"enabled": true, "alias": null, "schema": "mailchimp_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 segment in Mailchimp.", "columns": {"segment_id": {"name": "segment_id", "description": "The ID for the Segment from Mailchimp", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "list_id": {"name": "list_id", "description": "The ID of the List the segment is part of.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "member_count": {"name": "member_count", "description": "The number of members in the segment.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "segment_name": {"name": "segment_name", "description": "The name of the segment.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "segment_type": {"name": "segment_type", "description": "The type of segment", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "updated_timestamp": {"name": "updated_timestamp", "description": "The date and time the segment was last updated.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "created_timestamp": {"name": "created_timestamp", "description": "The date and time the segment was created.", "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": "mailchimp://models/staging/stg_mailchimp.yml", "build_path": null, "unrendered_config": {"schema": "mailchimp_{{ var('directed_schema','dev') }}", "materialized": "table", "enabled": true}, "created_at": 1755187107.5732656, "relation_name": "\"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__segments\"", "raw_code": "{{ config(enabled=var('mailchimp_using_segments', True)) }}\n\nwith base as (\n\n    select * \n    from {{ ref('stg_mailchimp__segments_tmp') }}\n\n),\n\n\nfields as (\n\n    select\n        {{\n            fivetran_utils.fill_staging_columns(\n                source_columns=adapter.get_columns_in_relation(ref('stg_mailchimp__segments_tmp')),\n                staging_columns=get_segment_columns()\n            )\n        }}\n        \n    from base\n\n), \n\nfinal as (\n\n    select\n        id as segment_id,\n        list_id,\n        member_count,\n        name as segment_name,\n        type as segment_type,\n        updated_at as updated_timestamp,\n        created_at as created_timestamp\n    from fields\n\n)\n\nselect *\nfrom final", "doc_blocks": [], "language": "sql", "refs": [{"name": "stg_mailchimp__segments_tmp", "package": null, "version": null}, {"name": "stg_mailchimp__segments_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.mailchimp.get_segment_columns", "macro.fivetran_utils.fill_staging_columns"], "nodes": ["model.mailchimp.stg_mailchimp__segments_tmp"]}, "compiled_path": "target/compiled/mailchimp/models/staging/stg_mailchimp__segments.sql", "compiled": true, "compiled_code": "\n\nwith base as (\n\n    select * \n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__segments_tmp\"\n\n),\n\n\nfields as (\n\n    select\n        \n    \n    \n    _fivetran_deleted\n    \n as \n    \n    _fivetran_deleted\n    \n, \n    \n    \n    _fivetran_synced\n    \n as \n    \n    _fivetran_synced\n    \n, \n    \n    \n    created_at\n    \n as \n    \n    created_at\n    \n, \n    \n    \n    id\n    \n as \n    \n    id\n    \n, \n    \n    \n    list_id\n    \n as \n    \n    list_id\n    \n, \n    \n    \n    member_count\n    \n as \n    \n    member_count\n    \n, \n    \n    \n    name\n    \n as \n    \n    name\n    \n, \n    \n    \n    type\n    \n as \n    \n    type\n    \n, \n    \n    \n    updated_at\n    \n as \n    \n    updated_at\n    \n\n\n\n        \n    from base\n\n), \n\nfinal as (\n\n    select\n        id as segment_id,\n        list_id,\n        member_count,\n        name as segment_name,\n        type as segment_type,\n        updated_at as updated_timestamp,\n        created_at as created_timestamp\n    from fields\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": ["segment_id"], "time_spine": null}, "model.mailchimp.stg_mailchimp__campaign_recipients": {"database": "postgres", "schema": "public_mailchimp_dev", "name": "stg_mailchimp__campaign_recipients", "resource_type": "model", "package_name": "mailchimp", "path": "staging/stg_mailchimp__campaign_recipients.sql", "original_file_path": "models/staging/stg_mailchimp__campaign_recipients.sql", "unique_id": "model.mailchimp.stg_mailchimp__campaign_recipients", "fqn": ["mailchimp", "staging", "stg_mailchimp__campaign_recipients"], "alias": "stg_mailchimp__campaign_recipients", "checksum": {"name": "sha256", "checksum": "4decd6eec363a2db2497b98f46bd54776b55aec6a96dcbfe65bf535eaeae4c70"}, "config": {"enabled": true, "alias": null, "schema": "mailchimp_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 the send of a campaign email.", "columns": {"email_id": {"name": "email_id", "description": "The surrogate key that uses table campaign_id and member_id.", "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 a sent email is from.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "member_id": {"name": "member_id", "description": "The ID of the member an email was sent to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "combination_id": {"name": "combination_id", "description": "The ID of the combination the member was part of for a campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "list_id": {"name": "list_id", "description": "The ID of the list the campaign was sent to.", "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": "mailchimp://models/staging/stg_mailchimp.yml", "build_path": null, "unrendered_config": {"schema": "mailchimp_{{ var('directed_schema','dev') }}", "materialized": "table"}, "created_at": 1755187107.564678, "relation_name": "\"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__campaign_recipients\"", "raw_code": "with base as (\n\n    select * \n    from {{ ref('stg_mailchimp__campaign_recipients_tmp') }}\n\n),\n\n\nfields as (\n\n    select\n        {{\n            fivetran_utils.fill_staging_columns(\n                source_columns=adapter.get_columns_in_relation(ref('stg_mailchimp__campaign_recipients_tmp')),\n                staging_columns=get_campaign_recipient_columns()\n            )\n        }}\n        \n    from base\n),\n\nfinal as (\n\n    select \n        campaign_id,\n        member_id,\n        combination_id,\n        list_id\n    from fields\n\n), \n\nunique_key as (\n\n    select \n        *,\n        {{ dbt_utils.generate_surrogate_key(['campaign_id','member_id']) }} as email_id\n    from final\n    \n)\n\nselect *\nfrom unique_key", "doc_blocks": [], "language": "sql", "refs": [{"name": "stg_mailchimp__campaign_recipients_tmp", "package": null, "version": null}, {"name": "stg_mailchimp__campaign_recipients_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.mailchimp.get_campaign_recipient_columns", "macro.fivetran_utils.fill_staging_columns", "macro.dbt_utils.generate_surrogate_key"], "nodes": ["model.mailchimp.stg_mailchimp__campaign_recipients_tmp"]}, "compiled_path": "target/compiled/mailchimp/models/staging/stg_mailchimp__campaign_recipients.sql", "compiled": true, "compiled_code": "with base as (\n\n    select * \n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__campaign_recipients_tmp\"\n\n),\n\n\nfields as (\n\n    select\n        \n    \n    \n    _fivetran_synced\n    \n as \n    \n    _fivetran_synced\n    \n, \n    \n    \n    campaign_id\n    \n as \n    \n    campaign_id\n    \n, \n    \n    \n    combination_id\n    \n as \n    \n    combination_id\n    \n, \n    \n    \n    list_id\n    \n as \n    \n    list_id\n    \n, \n    \n    \n    member_id\n    \n as \n    \n    member_id\n    \n\n\n\n        \n    from base\n),\n\nfinal as (\n\n    select \n        campaign_id,\n        member_id,\n        combination_id,\n        list_id\n    from fields\n\n), \n\nunique_key as (\n\n    select \n        *,\n        md5(cast(coalesce(cast(campaign_id as TEXT), '_dbt_utils_surrogate_key_null_') || '-' || coalesce(cast(member_id as TEXT), '_dbt_utils_surrogate_key_null_') as TEXT)) as email_id\n    from final\n    \n)\n\nselect *\nfrom unique_key", "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": ["email_id"], "time_spine": null}, "model.mailchimp.stg_mailchimp__members": {"database": "postgres", "schema": "public_mailchimp_dev", "name": "stg_mailchimp__members", "resource_type": "model", "package_name": "mailchimp", "path": "staging/stg_mailchimp__members.sql", "original_file_path": "models/staging/stg_mailchimp__members.sql", "unique_id": "model.mailchimp.stg_mailchimp__members", "fqn": ["mailchimp", "staging", "stg_mailchimp__members"], "alias": "stg_mailchimp__members", "checksum": {"name": "sha256", "checksum": "0f1845646b840c30faa0cd9a863899b592ca5cb9307fba2e81829fc85aa038a0"}, "config": {"enabled": true, "alias": null, "schema": "mailchimp_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 member in Mailchimp.", "columns": {"member_id": {"name": "member_id", "description": "The ID of the member.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "email_address": {"name": "email_address", "description": "Email address for a subscriber.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "email_client": {"name": "email_client", "description": "The list member's email client.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "email_type": {"name": "email_type", "description": "Type of email this member asked to get ('html' or 'text').", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "status": {"name": "status", "description": "Subscriber's current status.  Possible Values: subscribed, unsubscribed, cleaned, pending, transactional, archived\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "list_id": {"name": "list_id", "description": "The ID of the list the member belongs to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "signup_timestamp": {"name": "signup_timestamp", "description": "The date and time the subscriber signed up for the list.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "opt_in_timestamp": {"name": "opt_in_timestamp", "description": "The date and time the subscribe confirmed their opt-in status.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "last_changed_timestamp": {"name": "last_changed_timestamp", "description": "The date and time the member's info was last changed.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "country_code": {"name": "country_code", "description": "The member's unique code for the location country.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "dstoff": {"name": "dstoff", "description": "The member's offset for timezones where daylight saving time is observed.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "gmtoff": {"name": "gmtoff", "description": "The member's time difference in hours from GMT.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "opt_in_ip_address": {"name": "opt_in_ip_address", "description": "The IP address the subscriber used to confirm their opt-in status.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "signup_ip_address": {"name": "signup_ip_address", "description": "IP address the subscriber signed up from.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "language": {"name": "language", "description": "If set/detected, the subscriber's language.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "latitude": {"name": "latitude", "description": "The member's location latitude.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "longitude": {"name": "longitude", "description": "The member's location longitude.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "member_rating": {"name": "member_rating", "description": "Star rating for this member, between 1 and 5.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "timezone": {"name": "timezone", "description": "The timezone for the member's location.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "unique_email_id": {"name": "unique_email_id", "description": "An identifier for the address across all of Mailchimp.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "vip": {"name": "vip", "description": "VIP status for subscriber.", "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": "mailchimp://models/staging/stg_mailchimp.yml", "build_path": null, "unrendered_config": {"schema": "mailchimp_{{ var('directed_schema','dev') }}", "materialized": "table"}, "created_at": 1755187107.5716288, "relation_name": "\"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__members\"", "raw_code": "with base as (\n\n    select * \n    from {{ ref('stg_mailchimp__members_tmp') }}\n\n),\n\n\nfields as (\n\n    select\n        {{\n            fivetran_utils.fill_staging_columns(\n                source_columns=adapter.get_columns_in_relation(ref('stg_mailchimp__members_tmp')),\n                staging_columns=get_member_columns()\n            )\n        }}\n        \n    from base\n),\n\nfinal as (\n\n    select \n        id as member_id,\n        email_address,\n        email_client,\n        email_type,\n        status,\n        list_id,\n        timestamp_signup as signup_timestamp,\n        timestamp_opt as opt_in_timestamp,\n        last_changed as last_changed_timestamp,\n        country_code,\n        dstoff,\n        gmtoff,\n        ip_opt as opt_in_ip_address,\n        ip_signup as signup_ip_address,\n        language,\n        latitude,\n        longitude,\n        member_rating,\n        timezone,\n        unique_email_id,\n        vip\n        \n        --The below macro adds the fields defined within your mailchimp__member_pass_through_columns variable into the staging model\n        {{ fivetran_utils.fill_pass_through_columns('mailchimp__members_pass_through_columns') }}\n        \n    from fields\n\n)\n\nselect *\nfrom final", "doc_blocks": [], "language": "sql", "refs": [{"name": "stg_mailchimp__members_tmp", "package": null, "version": null}, {"name": "stg_mailchimp__members_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.mailchimp.get_member_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.fill_pass_through_columns"], "nodes": ["model.mailchimp.stg_mailchimp__members_tmp"]}, "compiled_path": "target/compiled/mailchimp/models/staging/stg_mailchimp__members.sql", "compiled": true, "compiled_code": "with base as (\n\n    select * \n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__members_tmp\"\n\n),\n\n\nfields as (\n\n    select\n        \n    \n    \n    _fivetran_synced\n    \n as \n    \n    _fivetran_synced\n    \n, \n    \n    \n    country_code\n    \n as \n    \n    country_code\n    \n, \n    \n    \n    dstoff\n    \n as \n    \n    dstoff\n    \n, \n    \n    \n    email_address\n    \n as \n    \n    email_address\n    \n, \n    \n    \n    email_client\n    \n as \n    \n    email_client\n    \n, \n    \n    \n    email_type\n    \n as \n    \n    email_type\n    \n, \n    \n    \n    gmtoff\n    \n as \n    \n    gmtoff\n    \n, \n    \n    \n    id\n    \n as \n    \n    id\n    \n, \n    \n    \n    ip_opt\n    \n as \n    \n    ip_opt\n    \n, \n    \n    \n    ip_signup\n    \n as \n    \n    ip_signup\n    \n, \n    \n    \n    language\n    \n as \n    \n    language\n    \n, \n    \n    \n    last_changed\n    \n as \n    \n    last_changed\n    \n, \n    \n    \n    latitude\n    \n as \n    \n    latitude\n    \n, \n    \n    \n    list_id\n    \n as \n    \n    list_id\n    \n, \n    \n    \n    longitude\n    \n as \n    \n    longitude\n    \n, \n    \n    \n    member_rating\n    \n as \n    \n    member_rating\n    \n, \n    \n    \n    status\n    \n as \n    \n    status\n    \n, \n    \n    \n    timestamp_opt\n    \n as \n    \n    timestamp_opt\n    \n, \n    \n    \n    timestamp_signup\n    \n as \n    \n    timestamp_signup\n    \n, \n    \n    \n    timezone\n    \n as \n    \n    timezone\n    \n, \n    \n    \n    unique_email_id\n    \n as \n    \n    unique_email_id\n    \n, \n    \n    \n    vip\n    \n as \n    \n    vip\n    \n\n\n\n        \n    from base\n),\n\nfinal as (\n\n    select \n        id as member_id,\n        email_address,\n        email_client,\n        email_type,\n        status,\n        list_id,\n        timestamp_signup as signup_timestamp,\n        timestamp_opt as opt_in_timestamp,\n        last_changed as last_changed_timestamp,\n        country_code,\n        dstoff,\n        gmtoff,\n        ip_opt as opt_in_ip_address,\n        ip_signup as signup_ip_address,\n        language,\n        latitude,\n        longitude,\n        member_rating,\n        timezone,\n        unique_email_id,\n        vip\n        \n        --The below macro adds the fields defined within your mailchimp__member_pass_through_columns variable into the staging model\n        \n\n\n\n\n        \n    from fields\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.mailchimp.stg_mailchimp__automation_recipients": {"database": "postgres", "schema": "public_mailchimp_dev", "name": "stg_mailchimp__automation_recipients", "resource_type": "model", "package_name": "mailchimp", "path": "staging/stg_mailchimp__automation_recipients.sql", "original_file_path": "models/staging/stg_mailchimp__automation_recipients.sql", "unique_id": "model.mailchimp.stg_mailchimp__automation_recipients", "fqn": ["mailchimp", "staging", "stg_mailchimp__automation_recipients"], "alias": "stg_mailchimp__automation_recipients", "checksum": {"name": "sha256", "checksum": "7579dd911bab9ac42a611ce7d68d602d504a3ba7a504c1a853fe223f48f03f28"}, "config": {"enabled": true, "alias": null, "schema": "mailchimp_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 info about the recipient of each automation.", "columns": {"automation_recipient_id": {"name": "automation_recipient_id", "description": "Surrogate key that uses member_id and automation_email_id", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "member_id": {"name": "member_id", "description": "The ID of the member the automation was sent to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "automation_email_id": {"name": "automation_email_id", "description": "The ID of the automation email.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "list_id": {"name": "list_id", "description": "The ID of the List an automation was sent to.", "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": "mailchimp://models/staging/stg_mailchimp.yml", "build_path": null, "unrendered_config": {"schema": "mailchimp_{{ var('directed_schema','dev') }}", "materialized": "table", "enabled": true}, "created_at": 1755187107.562704, "relation_name": "\"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__automation_recipients\"", "raw_code": "{{ config(enabled=var('mailchimp_using_automations', True)) }}\n\nwith base as (\n\n    select *\n    from {{ ref('stg_mailchimp__automation_recipients_tmp')}}\n\n), \n\nfields as (\n\n    select \n        {{\n            fivetran_utils.fill_staging_columns(\n                source_columns=adapter.get_columns_in_relation(ref('stg_mailchimp__automation_recipients_tmp')),\n                staging_columns=get_automation_recipient_columns()\n            )\n        }}\n        \n    from base\n\n), \n\n\nfinal as (\n\n     select\n        member_id,\n        automation_email_id,\n        list_id\n    from fields\n\n),\n\n unique_key as (\n\n    select \n        *,\n        {{ dbt_utils.generate_surrogate_key(['member_id','automation_email_id']) }} as automation_recipient_id\n    from final\n\n)\n\nselect *\nfrom unique_key", "doc_blocks": [], "language": "sql", "refs": [{"name": "stg_mailchimp__automation_recipients_tmp", "package": null, "version": null}, {"name": "stg_mailchimp__automation_recipients_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.mailchimp.get_automation_recipient_columns", "macro.fivetran_utils.fill_staging_columns", "macro.dbt_utils.generate_surrogate_key"], "nodes": ["model.mailchimp.stg_mailchimp__automation_recipients_tmp"]}, "compiled_path": "target/compiled/mailchimp/models/staging/stg_mailchimp__automation_recipients.sql", "compiled": true, "compiled_code": "\n\nwith base as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__automation_recipients_tmp\"\n\n), \n\nfields as (\n\n    select \n        \n    \n    \n    _fivetran_synced\n    \n as \n    \n    _fivetran_synced\n    \n, \n    \n    \n    automation_email_id\n    \n as \n    \n    automation_email_id\n    \n, \n    \n    \n    list_id\n    \n as \n    \n    list_id\n    \n, \n    \n    \n    member_id\n    \n as \n    \n    member_id\n    \n\n\n\n        \n    from base\n\n), \n\n\nfinal as (\n\n     select\n        member_id,\n        automation_email_id,\n        list_id\n    from fields\n\n),\n\n unique_key as (\n\n    select \n        *,\n        md5(cast(coalesce(cast(member_id as TEXT), '_dbt_utils_surrogate_key_null_') || '-' || coalesce(cast(automation_email_id as TEXT), '_dbt_utils_surrogate_key_null_') as TEXT)) as automation_recipient_id\n    from final\n\n)\n\nselect *\nfrom unique_key", "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": ["automation_recipient_id"], "time_spine": null}, "model.mailchimp.stg_mailchimp__unsubscribes": {"database": "postgres", "schema": "public_mailchimp_dev", "name": "stg_mailchimp__unsubscribes", "resource_type": "model", "package_name": "mailchimp", "path": "staging/stg_mailchimp__unsubscribes.sql", "original_file_path": "models/staging/stg_mailchimp__unsubscribes.sql", "unique_id": "model.mailchimp.stg_mailchimp__unsubscribes", "fqn": ["mailchimp", "staging", "stg_mailchimp__unsubscribes"], "alias": "stg_mailchimp__unsubscribes", "checksum": {"name": "sha256", "checksum": "b87b57720466af84f06e3a944fc78de0fa7b873bbf35b8e306a4119a99f984e9"}, "config": {"enabled": true, "alias": null, "schema": "mailchimp_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 member who unsubscribed.", "columns": {"unsubscribe_id": {"name": "unsubscribe_id", "description": "The surrogate key that uses table member_id, list_id, and unsubscribe_timestamp", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "campaign_id": {"name": "campaign_id", "description": "The unique id for the campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "member_id": {"name": "member_id", "description": "The ID of the member an email was sent to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "list_id": {"name": "list_id", "description": "The unique ID for the list.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "reason": {"name": "reason", "description": "Field expressing unsubscribe reason.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "timestamp": {"name": "timestamp", "description": "The time and date the member unsubscribed.", "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": "mailchimp://models/staging/stg_mailchimp.yml", "build_path": null, "unrendered_config": {"schema": "mailchimp_{{ var('directed_schema','dev') }}", "materialized": "table", "enabled": true}, "created_at": 1755187107.5747592, "relation_name": "\"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__unsubscribes\"", "raw_code": "{{ config(enabled=var('mailchimp_using_unsubscribes', True)) }}\n\nwith base as (\n\n    select * \n    from {{ ref('stg_mailchimp__unsubscribes_tmp') }}\n\n),\n\n\nfields as (\n\n    select\n        {{\n            fivetran_utils.fill_staging_columns(\n                source_columns=adapter.get_columns_in_relation(ref('stg_mailchimp__unsubscribes_tmp')),\n                staging_columns=get_unsubscribe_columns()\n            )\n        }}\n        \n    from base\n\n), \n\nfinal as (\n\n    select \n        campaign_id,\n        member_id,\n        list_id,\n        reason as unsubscribe_reason,\n        timestamp as unsubscribe_timestamp\n    from fields\n\n), \n\nunique_key as (\n\n    select \n        *, \n        {{ dbt_utils.generate_surrogate_key([ 'member_id', 'list_id', 'unsubscribe_timestamp']) }} as unsubscribe_id\n    from final\n\n)\n\nselect *\nfrom unique_key", "doc_blocks": [], "language": "sql", "refs": [{"name": "stg_mailchimp__unsubscribes_tmp", "package": null, "version": null}, {"name": "stg_mailchimp__unsubscribes_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.mailchimp.get_unsubscribe_columns", "macro.fivetran_utils.fill_staging_columns", "macro.dbt_utils.generate_surrogate_key"], "nodes": ["model.mailchimp.stg_mailchimp__unsubscribes_tmp"]}, "compiled_path": "target/compiled/mailchimp/models/staging/stg_mailchimp__unsubscribes.sql", "compiled": true, "compiled_code": "\n\nwith base as (\n\n    select * \n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__unsubscribes_tmp\"\n\n),\n\n\nfields as (\n\n    select\n        \n    \n    \n    _fivetran_synced\n    \n as \n    \n    _fivetran_synced\n    \n, \n    \n    \n    campaign_id\n    \n as \n    \n    campaign_id\n    \n, \n    \n    \n    list_id\n    \n as \n    \n    list_id\n    \n, \n    \n    \n    member_id\n    \n as \n    \n    member_id\n    \n, \n    \n    \n    reason\n    \n as \n    \n    reason\n    \n, \n    \n    \n    timestamp\n    \n as \n    \n    timestamp\n    \n\n\n\n        \n    from base\n\n), \n\nfinal as (\n\n    select \n        campaign_id,\n        member_id,\n        list_id,\n        reason as unsubscribe_reason,\n        timestamp as unsubscribe_timestamp\n    from fields\n\n), \n\nunique_key as (\n\n    select \n        *, \n        md5(cast(coalesce(cast(member_id as TEXT), '_dbt_utils_surrogate_key_null_') || '-' || coalesce(cast(list_id as TEXT), '_dbt_utils_surrogate_key_null_') || '-' || coalesce(cast(unsubscribe_timestamp as TEXT), '_dbt_utils_surrogate_key_null_') as TEXT)) as unsubscribe_id\n    from final\n\n)\n\nselect *\nfrom unique_key", "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": ["unsubscribe_id"], "time_spine": null}, "model.mailchimp.stg_mailchimp__segment_members": {"database": "postgres", "schema": "public_mailchimp_dev", "name": "stg_mailchimp__segment_members", "resource_type": "model", "package_name": "mailchimp", "path": "staging/stg_mailchimp__segment_members.sql", "original_file_path": "models/staging/stg_mailchimp__segment_members.sql", "unique_id": "model.mailchimp.stg_mailchimp__segment_members", "fqn": ["mailchimp", "staging", "stg_mailchimp__segment_members"], "alias": "stg_mailchimp__segment_members", "checksum": {"name": "sha256", "checksum": "b7e3cbcb4ddb24003853055be3da93cd29008f98dda716571ee328643ab74174"}, "config": {"enabled": true, "alias": null, "schema": "mailchimp_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 member and their segment data.", "columns": {"segment_id": {"name": "segment_id", "description": "The ID for the Segment from Mailchimp.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "member_id": {"name": "member_id", "description": "The ID of the member.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "list_id": {"name": "list_id", "description": "The ID of the List the segment is part of.", "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": "mailchimp://models/staging/stg_mailchimp.yml", "build_path": null, "unrendered_config": {"schema": "mailchimp_{{ var('directed_schema','dev') }}", "materialized": "table", "enabled": true}, "created_at": 1755187107.57236, "relation_name": "\"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__segment_members\"", "raw_code": "{{ config(enabled=var('mailchimp_using_segments', True)) }}\n\nwith base as (\n\n    select * \n    from {{ ref('stg_mailchimp__segment_members_tmp') }}\n\n),\n\n\nfields as (\n\n    select\n        {{\n            fivetran_utils.fill_staging_columns(\n                source_columns=adapter.get_columns_in_relation(ref('stg_mailchimp__segment_members_tmp')),\n                staging_columns=get_segment_member_columns()\n            )\n        }}\n        \n    from base\n\n), \n\nfinal as (\n\n    select\n        segment_id,\n        member_id,\n        list_id\n    from fields\n\n)\n\nselect *\nfrom final", "doc_blocks": [], "language": "sql", "refs": [{"name": "stg_mailchimp__segment_members_tmp", "package": null, "version": null}, {"name": "stg_mailchimp__segment_members_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.mailchimp.get_segment_member_columns", "macro.fivetran_utils.fill_staging_columns"], "nodes": ["model.mailchimp.stg_mailchimp__segment_members_tmp"]}, "compiled_path": "target/compiled/mailchimp/models/staging/stg_mailchimp__segment_members.sql", "compiled": true, "compiled_code": "\n\nwith base as (\n\n    select * \n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__segment_members_tmp\"\n\n),\n\n\nfields as (\n\n    select\n        \n    \n    \n    _fivetran_deleted\n    \n as \n    \n    _fivetran_deleted\n    \n, \n    \n    \n    _fivetran_synced\n    \n as \n    \n    _fivetran_synced\n    \n, \n    \n    \n    list_id\n    \n as \n    \n    list_id\n    \n, \n    \n    \n    member_id\n    \n as \n    \n    member_id\n    \n, \n    \n    \n    segment_id\n    \n as \n    \n    segment_id\n    \n\n\n\n        \n    from base\n\n), \n\nfinal as (\n\n    select\n        segment_id,\n        member_id,\n        list_id\n    from fields\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.mailchimp.stg_mailchimp__lists": {"database": "postgres", "schema": "public_mailchimp_dev", "name": "stg_mailchimp__lists", "resource_type": "model", "package_name": "mailchimp", "path": "staging/stg_mailchimp__lists.sql", "original_file_path": "models/staging/stg_mailchimp__lists.sql", "unique_id": "model.mailchimp.stg_mailchimp__lists", "fqn": ["mailchimp", "staging", "stg_mailchimp__lists"], "alias": "stg_mailchimp__lists", "checksum": {"name": "sha256", "checksum": "4d6a8a6e5f037e2b841245e3006ce38a78ae09f8fb01bc3d520f81d6242f46a5"}, "config": {"enabled": true, "alias": null, "schema": "mailchimp_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 list in Mailchimp.", "columns": {"list_id": {"name": "list_id", "description": "The unique ID of a list.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "date_created": {"name": "date_created", "description": "The date and time that a list was created.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "name": {"name": "name", "description": "The name of a list.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "list_rating": {"name": "list_rating", "description": "An auto-generated activity score for the list (0-5).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "beamer_address": {"name": "beamer_address", "description": "The list's email beamer address.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "contact_address_1": {"name": "contact_address_1", "description": "The street address for the list contact.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "contact_address_2": {"name": "contact_address_2", "description": "The street address for the list contact.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "contact_city": {"name": "contact_city", "description": "The city for the list contact.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "contact_company": {"name": "contact_company", "description": "The company name for the list.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "contact_country": {"name": "contact_country", "description": "A two-character ISO3166 country code. Defaults to US if invalid.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "contact_state": {"name": "contact_state", "description": "The state for the list contact.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "contact_zip": {"name": "contact_zip", "description": "The postal or zip code for the list contact.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "default_from_email": {"name": "default_from_email", "description": "The default from email for campaigns sent to a list.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "default_from_name": {"name": "default_from_name", "description": "The default from name for campaigns sent to a list.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "default_language": {"name": "default_language", "description": "The default language for a lists's forms.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "default_subject": {"name": "default_subject", "description": "The default subject line for campaigns sent to a list.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "email_type_option": {"name": "email_type_option", "description": "Whether the list supports multiple formats for emails.  When set to true, subscribers can choose whether they want to receive HTML or plain-text emails.  When set to false, subscribers will receive HTML emails, with a plain-text alternative backup.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "notify_on_subscribe": {"name": "notify_on_subscribe", "description": "The email address to send subscribe notifications to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "notify_on_unsubscribe": {"name": "notify_on_unsubscribe", "description": "The email address to send unsubscribe notifications to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "permission_reminder": {"name": "permission_reminder", "description": "The permission reminder for a list.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "subscribe_url_long": {"name": "subscribe_url_long", "description": "The full version of a list's subscribe form (host will vary).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "subscribe_url_short": {"name": "subscribe_url_short", "description": "Mailchimp's EepURL shortened version of a list's subscribe form.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "use_archive_bar": {"name": "use_archive_bar", "description": "Whether campaigns for this list use the Archive Bar in archives by default.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "visibility": {"name": "visibility", "description": "Whether this list is public or private.", "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": "mailchimp://models/staging/stg_mailchimp.yml", "build_path": null, "unrendered_config": {"schema": "mailchimp_{{ var('directed_schema','dev') }}", "materialized": "table"}, "created_at": 1755187107.5701718, "relation_name": "\"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__lists\"", "raw_code": "with base as (\n\n    select * \n    from {{ ref('stg_mailchimp__lists_tmp') }}\n\n),\n\n\nfields as (\n\n    select\n        {{\n            fivetran_utils.fill_staging_columns(\n                source_columns=adapter.get_columns_in_relation(ref('stg_mailchimp__lists_tmp')),\n                staging_columns=get_list_columns()\n            )\n        }}\n        \n    from base\n\n), \n\nfinal as (\n\n    select \n        id as list_id,\n        date_created,\n        name,\n        list_rating,\n        beamer_address,\n        contact_address_1,\n        contact_address_2,\n        contact_city,\n        contact_company,\n        contact_country,\n        contact_state,\n        contact_zip,\n        default_from_email,\n        default_from_name,\n        default_language,\n        default_subject,\n        email_type_option,\n        notify_on_subscribe,\n        notify_on_unsubscribe,\n        permission_reminder,\n        subscribe_url_long,\n        subscribe_url_short,\n        use_archive_bar,\n        visibility\n    from fields\n\n)\n\nselect *\nfrom final", "doc_blocks": [], "language": "sql", "refs": [{"name": "stg_mailchimp__lists_tmp", "package": null, "version": null}, {"name": "stg_mailchimp__lists_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.mailchimp.get_list_columns", "macro.fivetran_utils.fill_staging_columns"], "nodes": ["model.mailchimp.stg_mailchimp__lists_tmp"]}, "compiled_path": "target/compiled/mailchimp/models/staging/stg_mailchimp__lists.sql", "compiled": true, "compiled_code": "with base as (\n\n    select * \n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__lists_tmp\"\n\n),\n\n\nfields as (\n\n    select\n        \n    \n    \n    _fivetran_deleted\n    \n as \n    \n    _fivetran_deleted\n    \n, \n    \n    \n    _fivetran_synced\n    \n as \n    \n    _fivetran_synced\n    \n, \n    \n    \n    beamer_address\n    \n as \n    \n    beamer_address\n    \n, \n    \n    \n    contact_address_1\n    \n as \n    \n    contact_address_1\n    \n, \n    \n    \n    contact_address_2\n    \n as \n    \n    contact_address_2\n    \n, \n    \n    \n    contact_city\n    \n as \n    \n    contact_city\n    \n, \n    \n    \n    contact_company\n    \n as \n    \n    contact_company\n    \n, \n    \n    \n    contact_country\n    \n as \n    \n    contact_country\n    \n, \n    \n    \n    contact_state\n    \n as \n    \n    contact_state\n    \n, \n    \n    \n    contact_zip\n    \n as \n    \n    contact_zip\n    \n, \n    \n    \n    date_created\n    \n as \n    \n    date_created\n    \n, \n    \n    \n    default_from_email\n    \n as \n    \n    default_from_email\n    \n, \n    \n    \n    default_from_name\n    \n as \n    \n    default_from_name\n    \n, \n    \n    \n    default_language\n    \n as \n    \n    default_language\n    \n, \n    \n    \n    default_subject\n    \n as \n    \n    default_subject\n    \n, \n    \n    \n    email_type_option\n    \n as \n    \n    email_type_option\n    \n, \n    \n    \n    id\n    \n as \n    \n    id\n    \n, \n    \n    \n    list_rating\n    \n as \n    \n    list_rating\n    \n, \n    \n    \n    name\n    \n as \n    \n    name\n    \n, \n    \n    \n    notify_on_subscribe\n    \n as \n    \n    notify_on_subscribe\n    \n, \n    \n    \n    notify_on_unsubscribe\n    \n as \n    \n    notify_on_unsubscribe\n    \n, \n    \n    \n    permission_reminder\n    \n as \n    \n    permission_reminder\n    \n, \n    \n    \n    subscribe_url_long\n    \n as \n    \n    subscribe_url_long\n    \n, \n    \n    \n    subscribe_url_short\n    \n as \n    \n    subscribe_url_short\n    \n, \n    \n    \n    use_archive_bar\n    \n as \n    \n    use_archive_bar\n    \n, \n    \n    \n    visibility\n    \n as \n    \n    visibility\n    \n\n\n\n        \n    from base\n\n), \n\nfinal as (\n\n    select \n        id as list_id,\n        date_created,\n        name,\n        list_rating,\n        beamer_address,\n        contact_address_1,\n        contact_address_2,\n        contact_city,\n        contact_company,\n        contact_country,\n        contact_state,\n        contact_zip,\n        default_from_email,\n        default_from_name,\n        default_language,\n        default_subject,\n        email_type_option,\n        notify_on_subscribe,\n        notify_on_unsubscribe,\n        permission_reminder,\n        subscribe_url_long,\n        subscribe_url_short,\n        use_archive_bar,\n        visibility\n    from fields\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": ["list_id"], "time_spine": null}, "model.mailchimp.stg_mailchimp__automations": {"database": "postgres", "schema": "public_mailchimp_dev", "name": "stg_mailchimp__automations", "resource_type": "model", "package_name": "mailchimp", "path": "staging/stg_mailchimp__automations.sql", "original_file_path": "models/staging/stg_mailchimp__automations.sql", "unique_id": "model.mailchimp.stg_mailchimp__automations", "fqn": ["mailchimp", "staging", "stg_mailchimp__automations"], "alias": "stg_mailchimp__automations", "checksum": {"name": "sha256", "checksum": "3f66c64bef344021b87cbec0c4b1af67dd709415d21d63ac718488e85e9ab7f1"}, "config": {"enabled": true, "alias": null, "schema": "mailchimp_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 an automation in Mailchimp.", "columns": {"automation_id": {"name": "automation_id", "description": "The ID of the automation in Mailchimp.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "list_id": {"name": "list_id", "description": "The ID of the List an automation was sent to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "segment_id": {"name": "segment_id", "description": "The ID of the Segment an automation was sent to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "segment_text": {"name": "segment_text", "description": "The field describing the Segment an automation was sent to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "started_timestamp": {"name": "started_timestamp", "description": "The date and time the Automation was started.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "created_timestamp": {"name": "created_timestamp", "description": "The date and time the Automation was created.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "status": {"name": "status", "description": "The current status of the Automation. Possible Values: save, paused, sending\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "title": {"name": "title", "description": "The title of the Automation.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "trigger_settings": {"name": "trigger_settings", "description": "Available triggers for Automation workflows.", "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": "mailchimp://models/staging/stg_mailchimp.yml", "build_path": null, "unrendered_config": {"schema": "mailchimp_{{ var('directed_schema','dev') }}", "materialized": "table", "enabled": true}, "created_at": 1755187107.5637462, "relation_name": "\"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__automations\"", "raw_code": "{{ config(enabled=var('mailchimp_using_automations', True)) }}\n\nwith base as (\n\n    select * \n    from {{ ref('stg_mailchimp__automations_tmp') }}\n\n),\n\nfields as (\n\n    select\n        {{\n            fivetran_utils.fill_staging_columns(\n                source_columns=adapter.get_columns_in_relation(ref('stg_mailchimp__automations_tmp')),\n                staging_columns=get_automation_columns()\n            )\n        }}\n        \n    from base\n),\n\nfinal as (\n\n    select\n        id as automation_id,\n        list_id,\n        segment_id, \n        segment_text,\n        start_time as started_timestamp,\n        create_time as created_timestamp,\n        status,\n        title,\n        trigger_settings\n    from fields\n\n)\n\nselect *\nfrom final", "doc_blocks": [], "language": "sql", "refs": [{"name": "stg_mailchimp__automations_tmp", "package": null, "version": null}, {"name": "stg_mailchimp__automations_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.mailchimp.get_automation_columns", "macro.fivetran_utils.fill_staging_columns"], "nodes": ["model.mailchimp.stg_mailchimp__automations_tmp"]}, "compiled_path": "target/compiled/mailchimp/models/staging/stg_mailchimp__automations.sql", "compiled": true, "compiled_code": "\n\nwith base as (\n\n    select * \n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__automations_tmp\"\n\n),\n\nfields as (\n\n    select\n        \n    \n    \n    _fivetran_deleted\n    \n as \n    \n    _fivetran_deleted\n    \n, \n    \n    \n    _fivetran_synced\n    \n as \n    \n    _fivetran_synced\n    \n, \n    \n    \n    create_time\n    \n as \n    \n    create_time\n    \n, \n    \n    \n    id\n    \n as \n    \n    id\n    \n, \n    \n    \n    list_id\n    \n as \n    \n    list_id\n    \n, \n    \n    \n    segment_id\n    \n as \n    \n    segment_id\n    \n, \n    \n    \n    segment_text\n    \n as \n    \n    segment_text\n    \n, \n    \n    \n    start_time\n    \n as \n    \n    start_time\n    \n, \n    \n    \n    status\n    \n as \n    \n    status\n    \n, \n    \n    \n    title\n    \n as \n    \n    title\n    \n, \n    \n    \n    trigger_settings\n    \n as \n    \n    trigger_settings\n    \n\n\n\n        \n    from base\n),\n\nfinal as (\n\n    select\n        id as automation_id,\n        list_id,\n        segment_id, \n        segment_text,\n        start_time as started_timestamp,\n        create_time as created_timestamp,\n        status,\n        title,\n        trigger_settings\n    from fields\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": ["automation_id"], "time_spine": null}, "model.mailchimp.stg_mailchimp__automation_emails": {"database": "postgres", "schema": "public_mailchimp_dev", "name": "stg_mailchimp__automation_emails", "resource_type": "model", "package_name": "mailchimp", "path": "staging/stg_mailchimp__automation_emails.sql", "original_file_path": "models/staging/stg_mailchimp__automation_emails.sql", "unique_id": "model.mailchimp.stg_mailchimp__automation_emails", "fqn": ["mailchimp", "staging", "stg_mailchimp__automation_emails"], "alias": "stg_mailchimp__automation_emails", "checksum": {"name": "sha256", "checksum": "caea76c1ed7377f1a59f1284cd94890cf35c9ef2a3318c3b7dbc1839397e8dd5"}, "config": {"enabled": true, "alias": null, "schema": "mailchimp_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 an automation email (that make up automations).", "columns": {"automation_email_id": {"name": "automation_email_id", "description": "The ID of the automation email.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "automation_id": {"name": "automation_id", "description": "The ID of the automation an email relates to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "created_timestamp": {"name": "created_timestamp", "description": "The date and time the automation email was created.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "started_timestamp": {"name": "started_timestamp", "description": "The date and time the automation email was started.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "send_timestamp": {"name": "send_timestamp", "description": "The date and time the automation email was sent.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "from_name": {"name": "from_name", "description": "The 'from' name on the automation email (not an email address).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "reply_to": {"name": "reply_to", "description": "The reply-to email address for the automation.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "status": {"name": "status", "description": "The current status of the automation email.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "subject_line": {"name": "subject_line", "description": "The subject line for the automation email.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "title": {"name": "title", "description": "The title of the automation email.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "to_name": {"name": "to_name", "description": "The automation email's custom 'To' name. Typically the first name merge field.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "archive_url": {"name": "archive_url", "description": "The link to the automation email's archive version in ISO 8601 format.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "authenticate": {"name": "authenticate", "description": "Whether Mailchimp authenticated the automation email. Defaults to true.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "auto_footer": {"name": "auto_footer", "description": "Automatically append Mailchimp's default footer to the automation email.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "auto_tweet": {"name": "auto_tweet", "description": "Automatically tweet a link to the automation email archive page when the automation email is sent.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "clicktale": {"name": "clicktale", "description": "The custom slug for ClickTale tracking (max of 50 bytes).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "content_type": {"name": "content_type", "description": "How the automation email's content is put together ('template', 'drag_and_drop', 'html', 'url').", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "delay_action": {"name": "delay_action", "description": "The action that triggers the delay of an Automation email.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "delay_action_description": {"name": "delay_action_description", "description": "The user-friendly description of the action that triggers an Automation email.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "delay_amount": {"name": "delay_amount", "description": "The delay amount for an Automation email.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "delay_direction": {"name": "delay_direction", "description": "Whether the delay settings describe before or after the delay action of an Automation email.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "delay_full_description": {"name": "delay_full_description", "description": "The user-friendly description of the delay and trigger action settings for an Automation email.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "delay_type": {"name": "delay_type", "description": "The type of delay for an Automation email.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "drag_and_drop": {"name": "drag_and_drop", "description": "Whether the automation email uses the drag-and-drop editor.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "fb_comments": {"name": "fb_comments", "description": "Allows Facebook comments on the automation email (also force-enables the Campaign Archive toolbar). Defaults to true.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "folder_id": {"name": "folder_id", "description": "If the automation email is listed in a folder, the ID for that folder.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "google_analytics": {"name": "google_analytics", "description": "The custom slug for Google Analytics tracking (max of 50 bytes).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "inline_css": {"name": "inline_css", "description": "Automatically inline the CSS included with the automation email content.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "position": {"name": "position", "description": "The position of an Automation email in a workflow.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "template_id": {"name": "template_id", "description": "The ID for the template used in this automation email.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "timewarp": {"name": "timewarp", "description": "Send this automation email using Timewarpe_this", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "track_ecomm_360": {"name": "track_ecomm_360", "description": "Whether to enable eCommerce360 tracking.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "track_goals": {"name": "track_goals", "description": "Whether to enable Goal tracking.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "track_html_clicks": {"name": "track_html_clicks", "description": "Whether to track clicks in the HTML version of the automation email. Defaults to true. Cannot be set to false for variate campaigns.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "track_opens": {"name": "track_opens", "description": "Whether to track opens. Defaults to true. Cannot be set to false for variate automation emails.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "track_text_clicks": {"name": "track_text_clicks", "description": "Whether to track clicks in the plain-text version of the automation email. Defaults to true. Cannot be set to false for variate campaigns.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "use_conversation": {"name": "use_conversation", "description": "Use Mailchimp Conversation feature to manage out-of-office replies.", "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": "mailchimp://models/staging/stg_mailchimp.yml", "build_path": null, "unrendered_config": {"schema": "mailchimp_{{ var('directed_schema','dev') }}", "materialized": "table", "enabled": true}, "created_at": 1755187107.5615454, "relation_name": "\"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__automation_emails\"", "raw_code": "{{ config(enabled=var('mailchimp_using_automations', True)) }}\n\nwith base as (\n\n    select *\n    from {{ ref('stg_mailchimp__automation_emails_tmp')}}\n\n), \n\nfields as (\n\n    select \n        {{\n            fivetran_utils.fill_staging_columns(\n                source_columns=adapter.get_columns_in_relation(ref('stg_mailchimp__automation_emails_tmp')),\n                staging_columns=get_automation_email_columns()\n            )\n        }}\n        \n    from base         \n\n), \n\nfinal as (\n\n    select\n        -- IDs and standard timestamp\n        id as automation_email_id,\n        automation_id,\n        create_time as created_timestamp,\n        start_time as started_timestamp,\n        send_time as send_timestamp,\n\n        -- email details\n        from_name,\n        reply_to,\n        status,\n        subject_line,\n        title,\n        to_name,\n\n        archive_url,\n        authenticate,\n        auto_footer,\n        auto_tweet,\n        clicktale,\n        content_type,\n        delay_action,\n        delay_action_description,\n        delay_amount,\n        delay_direction,\n        delay_full_description,\n        delay_type,\n        drag_and_drop,\n        fb_comments,\n        folder_id,\n        google_analytics,\n        inline_css,\n        position,\n        template_id,\n        timewarp,\n        track_ecomm_360,\n        track_goals,\n        track_html_clicks,\n        track_opens,\n        track_text_clicks,\n        use_conversation\n    from fields\n\n)\n\nselect *\nfrom final", "doc_blocks": [], "language": "sql", "refs": [{"name": "stg_mailchimp__automation_emails_tmp", "package": null, "version": null}, {"name": "stg_mailchimp__automation_emails_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.mailchimp.get_automation_email_columns", "macro.fivetran_utils.fill_staging_columns"], "nodes": ["model.mailchimp.stg_mailchimp__automation_emails_tmp"]}, "compiled_path": "target/compiled/mailchimp/models/staging/stg_mailchimp__automation_emails.sql", "compiled": true, "compiled_code": "\n\nwith base as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__automation_emails_tmp\"\n\n), \n\nfields as (\n\n    select \n        \n    \n    \n    _fivetran_deleted\n    \n as \n    \n    _fivetran_deleted\n    \n, \n    \n    \n    _fivetran_synced\n    \n as \n    \n    _fivetran_synced\n    \n, \n    \n    \n    archive_url\n    \n as \n    \n    archive_url\n    \n, \n    \n    \n    authenticate\n    \n as \n    \n    authenticate\n    \n, \n    \n    \n    auto_footer\n    \n as \n    \n    auto_footer\n    \n, \n    \n    \n    auto_tweet\n    \n as \n    \n    auto_tweet\n    \n, \n    \n    \n    automation_id\n    \n as \n    \n    automation_id\n    \n, \n    \n    \n    clicktale\n    \n as \n    \n    clicktale\n    \n, \n    \n    \n    content_type\n    \n as \n    \n    content_type\n    \n, \n    \n    \n    create_time\n    \n as \n    \n    create_time\n    \n, \n    \n    \n    delay_action\n    \n as \n    \n    delay_action\n    \n, \n    \n    \n    delay_action_description\n    \n as \n    \n    delay_action_description\n    \n, \n    \n    \n    delay_amount\n    \n as \n    \n    delay_amount\n    \n, \n    \n    \n    delay_direction\n    \n as \n    \n    delay_direction\n    \n, \n    \n    \n    delay_full_description\n    \n as \n    \n    delay_full_description\n    \n, \n    \n    \n    delay_type\n    \n as \n    \n    delay_type\n    \n, \n    \n    \n    drag_and_drop\n    \n as \n    \n    drag_and_drop\n    \n, \n    \n    \n    fb_comments\n    \n as \n    \n    fb_comments\n    \n, \n    \n    \n    folder_id\n    \n as \n    \n    folder_id\n    \n, \n    \n    \n    from_name\n    \n as \n    \n    from_name\n    \n, \n    \n    \n    google_analytics\n    \n as \n    \n    google_analytics\n    \n, \n    \n    \n    id\n    \n as \n    \n    id\n    \n, \n    \n    \n    inline_css\n    \n as \n    \n    inline_css\n    \n, \n    \n    \n    position\n    \n as \n    \n    position\n    \n, \n    \n    \n    reply_to\n    \n as \n    \n    reply_to\n    \n, \n    \n    \n    send_time\n    \n as \n    \n    send_time\n    \n, \n    \n    \n    start_time\n    \n as \n    \n    start_time\n    \n, \n    \n    \n    status\n    \n as \n    \n    status\n    \n, \n    \n    \n    subject_line\n    \n as \n    \n    subject_line\n    \n, \n    \n    \n    template_id\n    \n as \n    \n    template_id\n    \n, \n    \n    \n    timewarp\n    \n as \n    \n    timewarp\n    \n, \n    \n    \n    title\n    \n as \n    \n    title\n    \n, \n    \n    \n    to_name\n    \n as \n    \n    to_name\n    \n, \n    \n    \n    track_ecomm_360\n    \n as \n    \n    track_ecomm_360\n    \n, \n    \n    \n    track_goals\n    \n as \n    \n    track_goals\n    \n, \n    \n    \n    track_html_clicks\n    \n as \n    \n    track_html_clicks\n    \n, \n    \n    \n    track_opens\n    \n as \n    \n    track_opens\n    \n, \n    \n    \n    track_text_clicks\n    \n as \n    \n    track_text_clicks\n    \n, \n    \n    \n    use_conversation\n    \n as \n    \n    use_conversation\n    \n\n\n\n        \n    from base         \n\n), \n\nfinal as (\n\n    select\n        -- IDs and standard timestamp\n        id as automation_email_id,\n        automation_id,\n        create_time as created_timestamp,\n        start_time as started_timestamp,\n        send_time as send_timestamp,\n\n        -- email details\n        from_name,\n        reply_to,\n        status,\n        subject_line,\n        title,\n        to_name,\n\n        archive_url,\n        authenticate,\n        auto_footer,\n        auto_tweet,\n        clicktale,\n        content_type,\n        delay_action,\n        delay_action_description,\n        delay_amount,\n        delay_direction,\n        delay_full_description,\n        delay_type,\n        drag_and_drop,\n        fb_comments,\n        folder_id,\n        google_analytics,\n        inline_css,\n        position,\n        template_id,\n        timewarp,\n        track_ecomm_360,\n        track_goals,\n        track_html_clicks,\n        track_opens,\n        track_text_clicks,\n        use_conversation\n    from fields\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": ["automation_email_id"], "time_spine": null}, "model.mailchimp.stg_mailchimp__campaign_activities": {"database": "postgres", "schema": "public_mailchimp_dev", "name": "stg_mailchimp__campaign_activities", "resource_type": "model", "package_name": "mailchimp", "path": "staging/stg_mailchimp__campaign_activities.sql", "original_file_path": "models/staging/stg_mailchimp__campaign_activities.sql", "unique_id": "model.mailchimp.stg_mailchimp__campaign_activities", "fqn": ["mailchimp", "staging", "stg_mailchimp__campaign_activities"], "alias": "stg_mailchimp__campaign_activities", "checksum": {"name": "sha256", "checksum": "5716c2394856aa6840fad98221801a9a39ab33d20472c04cbd623f51c4e4cdee"}, "config": {"enabled": true, "alias": null, "schema": "mailchimp_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 an activity taken in relation to a campaign email.", "columns": {"activity_id": {"name": "activity_id", "description": "The ID of the activity/event.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "action_type": {"name": "action_type", "description": "One of the following actions: 'open', 'click', or 'bounce'\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "campaign_id": {"name": "campaign_id", "description": "The unique ID for the sent campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "member_id": {"name": "member_id", "description": "The ID of the member the activity relates to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "list_id": {"name": "list_id", "description": "The ID of the list the email was sent to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "activity_timestamp": {"name": "activity_timestamp", "description": "The timestamp when the activity occurred.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "ip_address": {"name": "ip_address", "description": "The IP address recorded for the action.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "url": {"name": "url", "description": "If the action is a 'click', the URL on which the member clicked.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "bounce_type": {"name": "bounce_type", "description": "If the action is a 'bounce', the type of bounce received: 'hard', 'soft'.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "combination_id": {"name": "combination_id", "description": "The ID of the combination the member was part of for a campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "email_id": {"name": "email_id", "description": "The ID of the email sent. (Created in dbt, not Mailchimp.)", "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": "mailchimp://models/staging/stg_mailchimp.yml", "build_path": null, "unrendered_config": {"schema": "mailchimp_{{ var('directed_schema','dev') }}", "materialized": "table"}, "created_at": 1755187107.565766, "relation_name": "\"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__campaign_activities\"", "raw_code": "with base as (\n\n    select * \n    from {{ ref('stg_mailchimp__campaign_activities_tmp') }}\n\n),\n\n\nfields as (\n\n    select\n        {{\n            fivetran_utils.fill_staging_columns(\n                source_columns=adapter.get_columns_in_relation(ref('stg_mailchimp__campaign_activities_tmp')),\n                staging_columns=get_campaign_recipient_activity_columns()\n            )\n        }}\n        \n    from base\n),\n\n\nfinal as (\n\n    select \n        action as action_type,\n        campaign_id,\n        member_id,\n        list_id,\n        cast(timestamp as {{ dbt.type_timestamp() }}) as activity_timestamp,\n        ip as ip_address,\n        url,\n        bounce_type,\n        combination_id\n    from fields\n\n), unique_key as (\n\n    select \n        *, \n        {{ dbt_utils.generate_surrogate_key(['action_type', 'campaign_id', 'member_id', 'activity_timestamp']) }} as activity_id,\n        {{ dbt_utils.generate_surrogate_key(['campaign_id','member_id']) }} as email_id\n    from final\n\n)\n\nselect *\nfrom unique_key", "doc_blocks": [], "language": "sql", "refs": [{"name": "stg_mailchimp__campaign_activities_tmp", "package": null, "version": null}, {"name": "stg_mailchimp__campaign_activities_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.mailchimp.get_campaign_recipient_activity_columns", "macro.fivetran_utils.fill_staging_columns", "macro.dbt.type_timestamp", "macro.dbt_utils.generate_surrogate_key"], "nodes": ["model.mailchimp.stg_mailchimp__campaign_activities_tmp"]}, "compiled_path": "target/compiled/mailchimp/models/staging/stg_mailchimp__campaign_activities.sql", "compiled": true, "compiled_code": "with base as (\n\n    select * \n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__campaign_activities_tmp\"\n\n),\n\n\nfields as (\n\n    select\n        \n    \n    \n    _fivetran_synced\n    \n as \n    \n    _fivetran_synced\n    \n, \n    \n    \n    action\n    \n as \n    \n    action\n    \n, \n    \n    \n    bounce_type\n    \n as \n    \n    bounce_type\n    \n, \n    \n    \n    campaign_id\n    \n as \n    \n    campaign_id\n    \n, \n    \n    \n    combination_id\n    \n as \n    \n    combination_id\n    \n, \n    \n    \n    ip\n    \n as \n    \n    ip\n    \n, \n    \n    \n    list_id\n    \n as \n    \n    list_id\n    \n, \n    \n    \n    member_id\n    \n as \n    \n    member_id\n    \n, \n    \n    \n    timestamp\n    \n as \n    \n    timestamp\n    \n, \n    \n    \n    url\n    \n as \n    \n    url\n    \n\n\n\n        \n    from base\n),\n\n\nfinal as (\n\n    select \n        action as action_type,\n        campaign_id,\n        member_id,\n        list_id,\n        cast(timestamp as timestamp) as activity_timestamp,\n        ip as ip_address,\n        url,\n        bounce_type,\n        combination_id\n    from fields\n\n), unique_key as (\n\n    select \n        *, \n        md5(cast(coalesce(cast(action_type as TEXT), '_dbt_utils_surrogate_key_null_') || '-' || coalesce(cast(campaign_id as TEXT), '_dbt_utils_surrogate_key_null_') || '-' || coalesce(cast(member_id as TEXT), '_dbt_utils_surrogate_key_null_') || '-' || coalesce(cast(activity_timestamp as TEXT), '_dbt_utils_surrogate_key_null_') as TEXT)) as activity_id,\n        md5(cast(coalesce(cast(campaign_id as TEXT), '_dbt_utils_surrogate_key_null_') || '-' || coalesce(cast(member_id as TEXT), '_dbt_utils_surrogate_key_null_') as TEXT)) as email_id\n    from final\n\n)\n\nselect *\nfrom unique_key", "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": ["activity_id"], "time_spine": null}, "model.mailchimp.stg_mailchimp__unsubscribes_tmp": {"database": "postgres", "schema": "public_mailchimp_dev", "name": "stg_mailchimp__unsubscribes_tmp", "resource_type": "model", "package_name": "mailchimp", "path": "staging/tmp/stg_mailchimp__unsubscribes_tmp.sql", "original_file_path": "models/staging/tmp/stg_mailchimp__unsubscribes_tmp.sql", "unique_id": "model.mailchimp.stg_mailchimp__unsubscribes_tmp", "fqn": ["mailchimp", "staging", "tmp", "stg_mailchimp__unsubscribes_tmp"], "alias": "stg_mailchimp__unsubscribes_tmp", "checksum": {"name": "sha256", "checksum": "54897e557472857e8837f266be1eb2911ae0469a66ae03dceb4e07b1962df820"}, "config": {"enabled": true, "alias": null, "schema": "mailchimp_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": {"schema": "mailchimp_{{ var('directed_schema','dev') }}", "materialized": "view", "enabled": true}, "created_at": 1755187107.1542327, "relation_name": "\"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__unsubscribes_tmp\"", "raw_code": "{{ config(enabled=var('mailchimp_using_unsubscribes', True)) }}\n\nselect * from {{ var('unsubscribe') }}", "doc_blocks": [], "language": "sql", "refs": [], "sources": [["mailchimp", "unsubscribe"]], "metrics": [], "depends_on": {"macros": [], "nodes": ["source.mailchimp.mailchimp.unsubscribe"]}, "compiled_path": "target/compiled/mailchimp/models/staging/tmp/stg_mailchimp__unsubscribes_tmp.sql", "compiled": true, "compiled_code": "\n\nselect * from \"postgres\".\"public\".\"unsubscribe\"", "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.mailchimp.stg_mailchimp__lists_tmp": {"database": "postgres", "schema": "public_mailchimp_dev", "name": "stg_mailchimp__lists_tmp", "resource_type": "model", "package_name": "mailchimp", "path": "staging/tmp/stg_mailchimp__lists_tmp.sql", "original_file_path": "models/staging/tmp/stg_mailchimp__lists_tmp.sql", "unique_id": "model.mailchimp.stg_mailchimp__lists_tmp", "fqn": ["mailchimp", "staging", "tmp", "stg_mailchimp__lists_tmp"], "alias": "stg_mailchimp__lists_tmp", "checksum": {"name": "sha256", "checksum": "f2334dfd1f22372c81a53cb1903dc8accef34fbf98c0a3477bd0ca373cffd83d"}, "config": {"enabled": true, "alias": null, "schema": "mailchimp_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": {"schema": "mailchimp_{{ var('directed_schema','dev') }}", "materialized": "view"}, "created_at": 1755187107.1620526, "relation_name": "\"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__lists_tmp\"", "raw_code": "select * from {{ var('list') }}", "doc_blocks": [], "language": "sql", "refs": [], "sources": [["mailchimp", "list"]], "metrics": [], "depends_on": {"macros": [], "nodes": ["source.mailchimp.mailchimp.list"]}, "compiled_path": "target/compiled/mailchimp/models/staging/tmp/stg_mailchimp__lists_tmp.sql", "compiled": true, "compiled_code": "select * from \"postgres\".\"public\".\"list\"", 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{"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": 1755187107.5179732, "relation_name": null, "raw_code": "{{ test_unique(**_dbt_generic_test_kwargs) }}", "doc_blocks": [], "language": "sql", "refs": [{"name": "mailchimp__lists", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_unique", "macro.dbt.get_where_subquery"], "nodes": ["model.mailchimp.mailchimp__lists"]}, "compiled_path": "target/compiled/mailchimp/models/mailchimp.yml/unique_mailchimp__lists_list_id.sql", "compiled": 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"node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {}, "created_at": 1755187107.5253208, "relation_name": null, "raw_code": "{{ test_unique(**_dbt_generic_test_kwargs) }}", "doc_blocks": [], "language": "sql", "refs": [{"name": "mailchimp__campaigns", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_unique", "macro.dbt.get_where_subquery"], "nodes": ["model.mailchimp.mailchimp__campaigns"]}, "compiled_path": "target/compiled/mailchimp/models/mailchimp.yml/unique_mailchimp__campaigns_campaign_id.sql", "compiled": true, "compiled_code": "\n    \n    \n\nselect\n    campaign_id as unique_field,\n    count(*) as n_records\n\nfrom \"postgres\".\"public_mailchimp_dev\".\"mailchimp__campaigns\"\nwhere campaign_id is not null\ngroup by campaign_id\nhaving count(*) > 1\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, 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"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": 1755187107.5277486, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "doc_blocks": [], "language": "sql", "refs": [{"name": "mailchimp__campaigns", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.mailchimp.mailchimp__campaigns"]}, "compiled_path": "target/compiled/mailchimp/models/mailchimp.yml/not_null_mailchimp__campaigns_campaign_id.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect campaign_id\nfrom \"postgres\".\"public_mailchimp_dev\".\"mailchimp__campaigns\"\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.mailchimp__campaigns", "attached_node": "model.mailchimp.mailchimp__campaigns", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "campaign_id", "model": "{{ get_where_subquery(ref('mailchimp__campaigns')) }}"}, "namespace": null}}, "test.mailchimp.unique_mailchimp__campaign_recipients_email_id.9c859c5286": {"database": "postgres", "schema": "public_dbt_test__audit", "name": "unique_mailchimp__campaign_recipients_email_id", "resource_type": "test", "package_name": "mailchimp", "path": "unique_mailchimp__campaign_recipients_email_id.sql", "original_file_path": "models/mailchimp.yml", "unique_id": "test.mailchimp.unique_mailchimp__campaign_recipients_email_id.9c859c5286", "fqn": ["mailchimp", "unique_mailchimp__campaign_recipients_email_id"], "alias": "unique_mailchimp__campaign_recipients_email_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": 1755187107.5303621, "relation_name": null, "raw_code": "{{ test_unique(**_dbt_generic_test_kwargs) }}", "doc_blocks": [], "language": "sql", "refs": [{"name": "mailchimp__campaign_recipients", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_unique", 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"meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {}, "created_at": 1755187107.532764, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "doc_blocks": [], "language": "sql", "refs": [{"name": "mailchimp__campaign_recipients", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.mailchimp.mailchimp__campaign_recipients"]}, "compiled_path": "target/compiled/mailchimp/models/mailchimp.yml/not_null_mailchimp__campaign_recipients_email_id.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect email_id\nfrom \"postgres\".\"public_mailchimp_dev\".\"mailchimp__campaign_recipients\"\nwhere email_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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"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": 1755187107.535171, "relation_name": null, "raw_code": "{{ test_unique(**_dbt_generic_test_kwargs) }}", "doc_blocks": [], "language": "sql", "refs": [{"name": "mailchimp__campaign_activities", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_unique", "macro.dbt.get_where_subquery"], "nodes": ["model.mailchimp.mailchimp__campaign_activities"]}, "compiled_path": "target/compiled/mailchimp/models/mailchimp.yml/unique_mailchimp__campaign_activities_activity_id.sql", 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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": 1755187107.5399618, "relation_name": null, "raw_code": "{{ test_unique(**_dbt_generic_test_kwargs) }}", "doc_blocks": [], "language": "sql", "refs": [{"name": "mailchimp__automations", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_unique", "macro.dbt.get_where_subquery"], "nodes": ["model.mailchimp.mailchimp__automations"]}, "compiled_path": "target/compiled/mailchimp/models/mailchimp.yml/unique_mailchimp__automations_automation_id.sql", "compiled": true, "compiled_code": "\n    \n    \n\nselect\n    automation_id as unique_field,\n    count(*) as n_records\n\nfrom \"postgres\".\"public_mailchimp_dev\".\"mailchimp__automations\"\nwhere automation_id is not null\ngroup by automation_id\nhaving 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"relation_name": null, "raw_code": "{{ test_unique(**_dbt_generic_test_kwargs) }}", "doc_blocks": [], "language": "sql", "refs": [{"name": "mailchimp__automation_emails", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_unique", "macro.dbt.get_where_subquery"], "nodes": ["model.mailchimp.mailchimp__automation_emails"]}, "compiled_path": "target/compiled/mailchimp/models/mailchimp.yml/unique_mailchimp__automation_emails_automation_email_id.sql", "compiled": true, "compiled_code": "\n    \n    \n\nselect\n    automation_email_id as unique_field,\n    count(*) as n_records\n\nfrom \"postgres\".\"public_mailchimp_dev\".\"mailchimp__automation_emails\"\nwhere automation_email_id is not null\ngroup by automation_email_id\nhaving count(*) > 1\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "automation_email_id", "file_key_name": "models.mailchimp__automation_emails", "attached_node": "model.mailchimp.mailchimp__automation_emails", "test_metadata": {"name": "unique", "kwargs": {"column_name": "automation_email_id", "model": "{{ get_where_subquery(ref('mailchimp__automation_emails')) }}"}, "namespace": null}}, "test.mailchimp.not_null_mailchimp__automation_emails_automation_email_id.b6ed84cd9c": {"database": "postgres", "schema": "public_dbt_test__audit", "name": "not_null_mailchimp__automation_emails_automation_email_id", "resource_type": "test", "package_name": "mailchimp", "path": "not_null_mailchimp__automation_emails_automation_email_id.sql", "original_file_path": "models/mailchimp.yml", "unique_id": "test.mailchimp.not_null_mailchimp__automation_emails_automation_email_id.b6ed84cd9c", "fqn": ["mailchimp", "not_null_mailchimp__automation_emails_automation_email_id"], "alias": "not_null_mailchimp__automation_emails_automation_email_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": 1755187107.5470405, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "doc_blocks": [], "language": "sql", "refs": [{"name": "mailchimp__automation_emails", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.mailchimp.mailchimp__automation_emails"]}, "compiled_path": "target/compiled/mailchimp/models/mailchimp.yml/not_null_mailchimp__automation_emails_automation_email_id.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect automation_email_id\nfrom \"postgres\".\"public_mailchimp_dev\".\"mailchimp__automation_emails\"\nwhere automation_email_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "automation_email_id", "file_key_name": "models.mailchimp__automation_emails", "attached_node": "model.mailchimp.mailchimp__automation_emails", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "automation_email_id", "model": "{{ get_where_subquery(ref('mailchimp__automation_emails')) }}"}, "namespace": null}}, "test.mailchimp.unique_mailchimp__automation_activities_activity_id.e455285fa8": {"database": "postgres", "schema": "public_dbt_test__audit", "name": "unique_mailchimp__automation_activities_activity_id", "resource_type": "test", "package_name": "mailchimp", "path": "unique_mailchimp__automation_activities_activity_id.sql", "original_file_path": "models/mailchimp.yml", "unique_id": "test.mailchimp.unique_mailchimp__automation_activities_activity_id.e455285fa8", "fqn": ["mailchimp", "unique_mailchimp__automation_activities_activity_id"], "alias": "unique_mailchimp__automation_activities_activity_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": 1755187107.5493968, "relation_name": null, "raw_code": "{{ test_unique(**_dbt_generic_test_kwargs) }}", "doc_blocks": [], "language": "sql", "refs": [{"name": "mailchimp__automation_activities", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_unique", "macro.dbt.get_where_subquery"], "nodes": ["model.mailchimp.mailchimp__automation_activities"]}, "compiled_path": "target/compiled/mailchimp/models/mailchimp.yml/unique_mailchimp__automation_activities_activity_id.sql", "compiled": true, "compiled_code": "\n    \n    \n\nselect\n    activity_id as unique_field,\n    count(*) as n_records\n\nfrom \"postgres\".\"public_mailchimp_dev\".\"mailchimp__automation_activities\"\nwhere activity_id is not null\ngroup by activity_id\nhaving count(*) > 1\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "activity_id", "file_key_name": "models.mailchimp__automation_activities", "attached_node": "model.mailchimp.mailchimp__automation_activities", "test_metadata": {"name": "unique", "kwargs": {"column_name": "activity_id", "model": "{{ get_where_subquery(ref('mailchimp__automation_activities')) }}"}, "namespace": null}}, "test.mailchimp.not_null_mailchimp__automation_activities_activity_id.e225bd7be1": {"database": "postgres", "schema": "public_dbt_test__audit", "name": "not_null_mailchimp__automation_activities_activity_id", "resource_type": "test", "package_name": "mailchimp", "path": "not_null_mailchimp__automation_activities_activity_id.sql", "original_file_path": "models/mailchimp.yml", "unique_id": "test.mailchimp.not_null_mailchimp__automation_activities_activity_id.e225bd7be1", "fqn": ["mailchimp", "not_null_mailchimp__automation_activities_activity_id"], "alias": "not_null_mailchimp__automation_activities_activity_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": 1755187107.5518904, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "doc_blocks": [], "language": "sql", "refs": [{"name": "mailchimp__automation_activities", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.mailchimp.mailchimp__automation_activities"]}, "compiled_path": "target/compiled/mailchimp/models/mailchimp.yml/not_null_mailchimp__automation_activities_activity_id.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect activity_id\nfrom \"postgres\".\"public_mailchimp_dev\".\"mailchimp__automation_activities\"\nwhere activity_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "activity_id", "file_key_name": "models.mailchimp__automation_activities", "attached_node": "model.mailchimp.mailchimp__automation_activities", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "activity_id", "model": "{{ get_where_subquery(ref('mailchimp__automation_activities')) }}"}, "namespace": null}}, "test.mailchimp.unique_mailchimp__segments_segment_id.b104dc2fe7": {"database": "postgres", "schema": "public_dbt_test__audit", "name": "unique_mailchimp__segments_segment_id", "resource_type": "test", "package_name": "mailchimp", "path": "unique_mailchimp__segments_segment_id.sql", "original_file_path": "models/mailchimp.yml", "unique_id": "test.mailchimp.unique_mailchimp__segments_segment_id.b104dc2fe7", "fqn": ["mailchimp", "unique_mailchimp__segments_segment_id"], "alias": "unique_mailchimp__segments_segment_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": 1755187107.5542393, "relation_name": null, "raw_code": "{{ test_unique(**_dbt_generic_test_kwargs) }}", "doc_blocks": [], "language": "sql", "refs": [{"name": "mailchimp__segments", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_unique", "macro.dbt.get_where_subquery"], "nodes": ["model.mailchimp.mailchimp__segments"]}, "compiled_path": "target/compiled/mailchimp/models/mailchimp.yml/unique_mailchimp__segments_segment_id.sql", "compiled": true, "compiled_code": "\n    \n    \n\nselect\n    segment_id as unique_field,\n    count(*) as n_records\n\nfrom \"postgres\".\"public_mailchimp_dev\".\"mailchimp__segments\"\nwhere segment_id is not null\ngroup by segment_id\nhaving count(*) > 1\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "segment_id", "file_key_name": "models.mailchimp__segments", "attached_node": "model.mailchimp.mailchimp__segments", "test_metadata": {"name": "unique", "kwargs": {"column_name": "segment_id", "model": "{{ get_where_subquery(ref('mailchimp__segments')) }}"}, "namespace": null}}, "test.mailchimp.not_null_mailchimp__segments_segment_id.26bfa1b782": {"database": "postgres", "schema": "public_dbt_test__audit", "name": "not_null_mailchimp__segments_segment_id", "resource_type": "test", "package_name": "mailchimp", "path": "not_null_mailchimp__segments_segment_id.sql", "original_file_path": "models/mailchimp.yml", "unique_id": "test.mailchimp.not_null_mailchimp__segments_segment_id.26bfa1b782", "fqn": ["mailchimp", "not_null_mailchimp__segments_segment_id"], "alias": "not_null_mailchimp__segments_segment_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": 1755187107.5565495, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "doc_blocks": [], "language": "sql", "refs": [{"name": "mailchimp__segments", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.mailchimp.mailchimp__segments"]}, "compiled_path": "target/compiled/mailchimp/models/mailchimp.yml/not_null_mailchimp__segments_segment_id.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect segment_id\nfrom \"postgres\".\"public_mailchimp_dev\".\"mailchimp__segments\"\nwhere segment_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "segment_id", "file_key_name": "models.mailchimp__segments", "attached_node": "model.mailchimp.mailchimp__segments", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "segment_id", "model": "{{ get_where_subquery(ref('mailchimp__segments')) }}"}, "namespace": null}}, "test.mailchimp.not_null_stg_mailchimp__automation_activities_activity_id.0ae0f21475": {"database": "postgres", "schema": "public_dbt_test__audit", "name": "not_null_stg_mailchimp__automation_activities_activity_id", "resource_type": "test", "package_name": "mailchimp", "path": "not_null_stg_mailchimp__automation_activities_activity_id.sql", "original_file_path": "models/staging/stg_mailchimp.yml", "unique_id": "test.mailchimp.not_null_stg_mailchimp__automation_activities_activity_id.0ae0f21475", "fqn": ["mailchimp", "staging", "not_null_stg_mailchimp__automation_activities_activity_id"], "alias": "not_null_stg_mailchimp__automation_activities_activity_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": 1755187107.5757678, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "doc_blocks": [], "language": "sql", "refs": [{"name": "stg_mailchimp__automation_activities", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.mailchimp.stg_mailchimp__automation_activities"]}, "compiled_path": "target/compiled/mailchimp/models/staging/stg_mailchimp.yml/not_null_stg_mailchimp__automation_activities_activity_id.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect activity_id\nfrom \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__automation_activities\"\nwhere activity_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "activity_id", "file_key_name": "models.stg_mailchimp__automation_activities", "attached_node": "model.mailchimp.stg_mailchimp__automation_activities", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "activity_id", "model": "{{ get_where_subquery(ref('stg_mailchimp__automation_activities')) }}"}, "namespace": null}}, "test.mailchimp.unique_stg_mailchimp__automation_activities_activity_id.1737f52a7d": {"database": "postgres", "schema": "public_dbt_test__audit", "name": "unique_stg_mailchimp__automation_activities_activity_id", "resource_type": "test", "package_name": "mailchimp", "path": "unique_stg_mailchimp__automation_activities_activity_id.sql", "original_file_path": "models/staging/stg_mailchimp.yml", "unique_id": "test.mailchimp.unique_stg_mailchimp__automation_activities_activity_id.1737f52a7d", "fqn": ["mailchimp", "staging", "unique_stg_mailchimp__automation_activities_activity_id"], "alias": "unique_stg_mailchimp__automation_activities_activity_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": 1755187107.57829, "relation_name": null, "raw_code": "{{ test_unique(**_dbt_generic_test_kwargs) }}", "doc_blocks": [], "language": "sql", "refs": [{"name": "stg_mailchimp__automation_activities", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_unique", "macro.dbt.get_where_subquery"], "nodes": ["model.mailchimp.stg_mailchimp__automation_activities"]}, "compiled_path": "target/compiled/mailchimp/models/staging/stg_mailchimp.yml/unique_stg_mailchimp__automation_activities_activity_id.sql", "compiled": true, "compiled_code": "\n    \n    \n\nselect\n    activity_id as unique_field,\n    count(*) as n_records\n\nfrom \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__automation_activities\"\nwhere activity_id is not null\ngroup by activity_id\nhaving count(*) > 1\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "activity_id", "file_key_name": "models.stg_mailchimp__automation_activities", "attached_node": "model.mailchimp.stg_mailchimp__automation_activities", "test_metadata": {"name": "unique", "kwargs": {"column_name": "activity_id", "model": "{{ get_where_subquery(ref('stg_mailchimp__automation_activities')) }}"}, "namespace": null}}, "test.mailchimp.unique_stg_mailchimp__automation_emails_automation_email_id.a61e4c82c7": {"database": "postgres", "schema": "public_dbt_test__audit", "name": "unique_stg_mailchimp__automation_emails_automation_email_id", "resource_type": "test", "package_name": "mailchimp", "path": "unique_stg_mailchimp__automation_emails_automation_email_id.sql", "original_file_path": "models/staging/stg_mailchimp.yml", "unique_id": "test.mailchimp.unique_stg_mailchimp__automation_emails_automation_email_id.a61e4c82c7", "fqn": ["mailchimp", "staging", "unique_stg_mailchimp__automation_emails_automation_email_id"], "alias": "unique_stg_mailchimp__automation_emails_automation_email_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": 1755187107.5806825, "relation_name": null, "raw_code": "{{ test_unique(**_dbt_generic_test_kwargs) }}", "doc_blocks": [], "language": "sql", "refs": [{"name": "stg_mailchimp__automation_emails", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_unique", "macro.dbt.get_where_subquery"], "nodes": ["model.mailchimp.stg_mailchimp__automation_emails"]}, "compiled_path": "target/compiled/mailchimp/models/staging/stg_mailchimp.yml/unique_stg_mailchimp__automation_emails_automation_email_id.sql", "compiled": true, "compiled_code": "\n    \n    \n\nselect\n    automation_email_id as unique_field,\n    count(*) as n_records\n\nfrom \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__automation_emails\"\nwhere automation_email_id is not null\ngroup by automation_email_id\nhaving count(*) > 1\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "automation_email_id", "file_key_name": "models.stg_mailchimp__automation_emails", "attached_node": "model.mailchimp.stg_mailchimp__automation_emails", "test_metadata": {"name": "unique", "kwargs": {"column_name": "automation_email_id", "model": "{{ get_where_subquery(ref('stg_mailchimp__automation_emails')) }}"}, "namespace": null}}, "test.mailchimp.not_null_stg_mailchimp__automation_emails_automation_email_id.019e811594": {"database": "postgres", "schema": "public_dbt_test__audit", "name": "not_null_stg_mailchimp__automation_emails_automation_email_id", "resource_type": "test", "package_name": "mailchimp", "path": "not_null_stg_mailchimp__automation_emails_automation_email_id.sql", "original_file_path": "models/staging/stg_mailchimp.yml", "unique_id": "test.mailchimp.not_null_stg_mailchimp__automation_emails_automation_email_id.019e811594", "fqn": ["mailchimp", "staging", "not_null_stg_mailchimp__automation_emails_automation_email_id"], "alias": "not_null_stg_mailchimp__automation_emails_automation_email_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": 1755187107.5830464, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "doc_blocks": [], "language": "sql", "refs": [{"name": "stg_mailchimp__automation_emails", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.mailchimp.stg_mailchimp__automation_emails"]}, "compiled_path": "target/compiled/mailchimp/models/staging/stg_mailchimp.yml/not_null_stg_mailchimp__automation_emails_automation_email_id.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect automation_email_id\nfrom \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__automation_emails\"\nwhere automation_email_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "automation_email_id", "file_key_name": "models.stg_mailchimp__automation_emails", "attached_node": "model.mailchimp.stg_mailchimp__automation_emails", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "automation_email_id", "model": "{{ get_where_subquery(ref('stg_mailchimp__automation_emails')) }}"}, "namespace": null}}, "test.mailchimp.not_null_stg_mailchimp__automation_recipients_automation_recipient_id.f0b2e24912": {"database": "postgres", "schema": "public_dbt_test__audit", "name": "not_null_stg_mailchimp__automation_recipients_automation_recipient_id", "resource_type": "test", "package_name": "mailchimp", "path": "not_null_stg_mailchimp__automa_1703f36d68ebe81feee15564aa486154.sql", "original_file_path": "models/staging/stg_mailchimp.yml", "unique_id": "test.mailchimp.not_null_stg_mailchimp__automation_recipients_automation_recipient_id.f0b2e24912", "fqn": ["mailchimp", "staging", "not_null_stg_mailchimp__automation_recipients_automation_recipient_id"], "alias": "not_null_stg_mailchimp__automa_1703f36d68ebe81feee15564aa486154", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "not_null_stg_mailchimp__automa_1703f36d68ebe81feee15564aa486154", "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_mailchimp__automa_1703f36d68ebe81feee15564aa486154"}, "created_at": 1755187107.5854008, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}{{ config(alias=\"not_null_stg_mailchimp__automa_1703f36d68ebe81feee15564aa486154\") }}", "doc_blocks": [], "language": "sql", "refs": [{"name": "stg_mailchimp__automation_recipients", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.mailchimp.stg_mailchimp__automation_recipients"]}, "compiled_path": "target/compiled/mailchimp/models/staging/stg_mailchimp.yml/not_null_stg_mailchimp__automa_1703f36d68ebe81feee15564aa486154.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect automation_recipient_id\nfrom \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__automation_recipients\"\nwhere automation_recipient_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "automation_recipient_id", "file_key_name": "models.stg_mailchimp__automation_recipients", "attached_node": "model.mailchimp.stg_mailchimp__automation_recipients", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "automation_recipient_id", "model": "{{ get_where_subquery(ref('stg_mailchimp__automation_recipients')) }}"}, "namespace": null}}, "test.mailchimp.unique_stg_mailchimp__automation_recipients_automation_recipient_id.9c2cfa6272": {"database": "postgres", "schema": "public_dbt_test__audit", "name": "unique_stg_mailchimp__automation_recipients_automation_recipient_id", "resource_type": "test", "package_name": "mailchimp", "path": "unique_stg_mailchimp__automati_827bdb776e9d61d72a3220bd2e2b43db.sql", "original_file_path": "models/staging/stg_mailchimp.yml", "unique_id": "test.mailchimp.unique_stg_mailchimp__automation_recipients_automation_recipient_id.9c2cfa6272", "fqn": ["mailchimp", "staging", "unique_stg_mailchimp__automation_recipients_automation_recipient_id"], "alias": "unique_stg_mailchimp__automati_827bdb776e9d61d72a3220bd2e2b43db", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "unique_stg_mailchimp__automati_827bdb776e9d61d72a3220bd2e2b43db", "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": "unique_stg_mailchimp__automati_827bdb776e9d61d72a3220bd2e2b43db"}, "created_at": 1755187107.587736, "relation_name": null, "raw_code": "{{ test_unique(**_dbt_generic_test_kwargs) }}{{ config(alias=\"unique_stg_mailchimp__automati_827bdb776e9d61d72a3220bd2e2b43db\") }}", "doc_blocks": [], "language": "sql", "refs": [{"name": "stg_mailchimp__automation_recipients", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_unique", "macro.dbt.get_where_subquery"], "nodes": ["model.mailchimp.stg_mailchimp__automation_recipients"]}, "compiled_path": "target/compiled/mailchimp/models/staging/stg_mailchimp.yml/unique_stg_mailchimp__automati_827bdb776e9d61d72a3220bd2e2b43db.sql", "compiled": true, "compiled_code": "\n    \n    \n\nselect\n    automation_recipient_id as unique_field,\n    count(*) as n_records\n\nfrom \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__automation_recipients\"\nwhere automation_recipient_id is not null\ngroup by automation_recipient_id\nhaving count(*) > 1\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "automation_recipient_id", "file_key_name": "models.stg_mailchimp__automation_recipients", "attached_node": "model.mailchimp.stg_mailchimp__automation_recipients", "test_metadata": {"name": "unique", "kwargs": {"column_name": "automation_recipient_id", "model": "{{ get_where_subquery(ref('stg_mailchimp__automation_recipients')) }}"}, "namespace": null}}, "test.mailchimp.unique_stg_mailchimp__automations_automation_id.455bcbd36b": {"database": "postgres", "schema": "public_dbt_test__audit", "name": "unique_stg_mailchimp__automations_automation_id", "resource_type": "test", "package_name": "mailchimp", "path": "unique_stg_mailchimp__automations_automation_id.sql", "original_file_path": "models/staging/stg_mailchimp.yml", "unique_id": "test.mailchimp.unique_stg_mailchimp__automations_automation_id.455bcbd36b", "fqn": ["mailchimp", "staging", "unique_stg_mailchimp__automations_automation_id"], "alias": "unique_stg_mailchimp__automations_automation_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": 1755187107.590236, "relation_name": null, "raw_code": "{{ test_unique(**_dbt_generic_test_kwargs) }}", "doc_blocks": [], "language": "sql", "refs": [{"name": "stg_mailchimp__automations", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_unique", "macro.dbt.get_where_subquery"], "nodes": ["model.mailchimp.stg_mailchimp__automations"]}, "compiled_path": "target/compiled/mailchimp/models/staging/stg_mailchimp.yml/unique_stg_mailchimp__automations_automation_id.sql", "compiled": true, "compiled_code": "\n    \n    \n\nselect\n    automation_id as unique_field,\n    count(*) as n_records\n\nfrom \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__automations\"\nwhere automation_id is not null\ngroup by automation_id\nhaving count(*) > 1\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "automation_id", "file_key_name": "models.stg_mailchimp__automations", "attached_node": "model.mailchimp.stg_mailchimp__automations", "test_metadata": {"name": "unique", "kwargs": {"column_name": "automation_id", "model": "{{ get_where_subquery(ref('stg_mailchimp__automations')) }}"}, "namespace": null}}, "test.mailchimp.not_null_stg_mailchimp__automations_automation_id.cf748ea94a": {"database": "postgres", "schema": "public_dbt_test__audit", "name": "not_null_stg_mailchimp__automations_automation_id", "resource_type": "test", "package_name": "mailchimp", "path": "not_null_stg_mailchimp__automations_automation_id.sql", "original_file_path": "models/staging/stg_mailchimp.yml", "unique_id": "test.mailchimp.not_null_stg_mailchimp__automations_automation_id.cf748ea94a", "fqn": ["mailchimp", "staging", "not_null_stg_mailchimp__automations_automation_id"], 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"unrendered_config": {}, "created_at": 1755187107.5949583, "relation_name": null, "raw_code": "{{ test_unique(**_dbt_generic_test_kwargs) }}", "doc_blocks": [], "language": "sql", "refs": [{"name": "stg_mailchimp__campaign_recipients", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_unique", "macro.dbt.get_where_subquery"], "nodes": ["model.mailchimp.stg_mailchimp__campaign_recipients"]}, "compiled_path": "target/compiled/mailchimp/models/staging/stg_mailchimp.yml/unique_stg_mailchimp__campaign_recipients_email_id.sql", "compiled": true, "compiled_code": "\n    \n    \n\nselect\n    email_id as unique_field,\n    count(*) as n_records\n\nfrom \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__campaign_recipients\"\nwhere email_id is not null\ngroup by email_id\nhaving count(*) > 1\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": 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"target/compiled/mailchimp/models/staging/stg_mailchimp.yml/not_null_stg_mailchimp__campaign_recipients_email_id.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect email_id\nfrom \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__campaign_recipients\"\nwhere email_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "email_id", "file_key_name": "models.stg_mailchimp__campaign_recipients", "attached_node": "model.mailchimp.stg_mailchimp__campaign_recipients", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "email_id", "model": "{{ get_where_subquery(ref('stg_mailchimp__campaign_recipients')) }}"}, "namespace": null}}, "test.mailchimp.unique_stg_mailchimp__campaign_activities_activity_id.1ed119dcbe": {"database": "postgres", "schema": "public_dbt_test__audit", "name": "unique_stg_mailchimp__campaign_activities_activity_id", "resource_type": "test", 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"relation_name": null, "raw_code": "{{ test_unique(**_dbt_generic_test_kwargs) }}", "doc_blocks": [], "language": "sql", "refs": [{"name": "stg_mailchimp__campaign_activities", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_unique", "macro.dbt.get_where_subquery"], "nodes": ["model.mailchimp.stg_mailchimp__campaign_activities"]}, "compiled_path": "target/compiled/mailchimp/models/staging/stg_mailchimp.yml/unique_stg_mailchimp__campaign_activities_activity_id.sql", "compiled": true, "compiled_code": "\n    \n    \n\nselect\n    activity_id as unique_field,\n    count(*) as n_records\n\nfrom \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__campaign_activities\"\nwhere activity_id is not null\ngroup by activity_id\nhaving count(*) > 1\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "activity_id", "file_key_name": 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"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": 1755187107.6022086, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "doc_blocks": [], "language": "sql", "refs": [{"name": "stg_mailchimp__campaign_activities", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.mailchimp.stg_mailchimp__campaign_activities"]}, "compiled_path": "target/compiled/mailchimp/models/staging/stg_mailchimp.yml/not_null_stg_mailchimp__campaign_activities_activity_id.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect activity_id\nfrom \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__campaign_activities\"\nwhere activity_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "activity_id", "file_key_name": "models.stg_mailchimp__campaign_activities", "attached_node": "model.mailchimp.stg_mailchimp__campaign_activities", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "activity_id", "model": "{{ get_where_subquery(ref('stg_mailchimp__campaign_activities')) }}"}, "namespace": null}}, "test.mailchimp.unique_stg_mailchimp__campaigns_campaign_id.534c6a58a0": {"database": "postgres", "schema": "public_dbt_test__audit", "name": "unique_stg_mailchimp__campaigns_campaign_id", "resource_type": "test", 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test_unique(**_dbt_generic_test_kwargs) }}", "doc_blocks": [], "language": "sql", "refs": [{"name": "stg_mailchimp__campaigns", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_unique", "macro.dbt.get_where_subquery"], "nodes": ["model.mailchimp.stg_mailchimp__campaigns"]}, "compiled_path": "target/compiled/mailchimp/models/staging/stg_mailchimp.yml/unique_stg_mailchimp__campaigns_campaign_id.sql", "compiled": true, "compiled_code": "\n    \n    \n\nselect\n    campaign_id as unique_field,\n    count(*) as n_records\n\nfrom \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__campaigns\"\nwhere campaign_id is not null\ngroup by campaign_id\nhaving count(*) > 1\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_mailchimp__campaigns", "attached_node": "model.mailchimp.stg_mailchimp__campaigns", "test_metadata": {"name": "unique", "kwargs": {"column_name": "campaign_id", "model": "{{ get_where_subquery(ref('stg_mailchimp__campaigns')) }}"}, "namespace": null}}, "test.mailchimp.not_null_stg_mailchimp__campaigns_campaign_id.b6967f01dd": {"database": "postgres", "schema": "public_dbt_test__audit", "name": "not_null_stg_mailchimp__campaigns_campaign_id", "resource_type": "test", "package_name": "mailchimp", "path": "not_null_stg_mailchimp__campaigns_campaign_id.sql", "original_file_path": "models/staging/stg_mailchimp.yml", "unique_id": "test.mailchimp.not_null_stg_mailchimp__campaigns_campaign_id.b6967f01dd", "fqn": ["mailchimp", "staging", "not_null_stg_mailchimp__campaigns_campaign_id"], "alias": "not_null_stg_mailchimp__campaigns_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": 1755187107.6068954, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "doc_blocks": [], "language": "sql", "refs": [{"name": "stg_mailchimp__campaigns", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.mailchimp.stg_mailchimp__campaigns"]}, "compiled_path": "target/compiled/mailchimp/models/staging/stg_mailchimp.yml/not_null_stg_mailchimp__campaigns_campaign_id.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect campaign_id\nfrom \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__campaigns\"\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_mailchimp__campaigns", "attached_node": "model.mailchimp.stg_mailchimp__campaigns", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "campaign_id", "model": "{{ get_where_subquery(ref('stg_mailchimp__campaigns')) }}"}, "namespace": null}}, "test.mailchimp.unique_stg_mailchimp__lists_list_id.2d7d469b92": {"database": "postgres", "schema": "public_dbt_test__audit", "name": "unique_stg_mailchimp__lists_list_id", "resource_type": "test", "package_name": "mailchimp", "path": "unique_stg_mailchimp__lists_list_id.sql", "original_file_path": "models/staging/stg_mailchimp.yml", "unique_id": "test.mailchimp.unique_stg_mailchimp__lists_list_id.2d7d469b92", "fqn": ["mailchimp", "staging", "unique_stg_mailchimp__lists_list_id"], "alias": "unique_stg_mailchimp__lists_list_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": 1755187107.6092398, "relation_name": null, "raw_code": "{{ test_unique(**_dbt_generic_test_kwargs) }}", "doc_blocks": [], "language": "sql", "refs": [{"name": "stg_mailchimp__lists", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_unique", "macro.dbt.get_where_subquery"], "nodes": 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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": 1755187107.6212597, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "doc_blocks": [], "language": "sql", "refs": [{"name": "stg_mailchimp__unsubscribes", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.mailchimp.stg_mailchimp__unsubscribes"]}, "compiled_path": "target/compiled/mailchimp/models/staging/stg_mailchimp.yml/not_null_stg_mailchimp__unsubscribes_unsubscribe_id.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect unsubscribe_id\nfrom \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__unsubscribes\"\nwhere unsubscribe_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "unsubscribe_id", "file_key_name": "models.stg_mailchimp__unsubscribes", "attached_node": "model.mailchimp.stg_mailchimp__unsubscribes", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "unsubscribe_id", "model": "{{ get_where_subquery(ref('stg_mailchimp__unsubscribes')) }}"}, "namespace": null}}, "test.mailchimp.unique_stg_mailchimp__unsubscribes_unsubscribe_id.c34aefd746": {"database": "postgres", "schema": "public_dbt_test__audit", "name": "unique_stg_mailchimp__unsubscribes_unsubscribe_id", "resource_type": "test", "package_name": "mailchimp", "path": "unique_stg_mailchimp__unsubscribes_unsubscribe_id.sql", "original_file_path": "models/staging/stg_mailchimp.yml", "unique_id": "test.mailchimp.unique_stg_mailchimp__unsubscribes_unsubscribe_id.c34aefd746", "fqn": ["mailchimp", "staging", "unique_stg_mailchimp__unsubscribes_unsubscribe_id"], "alias": "unique_stg_mailchimp__unsubscribes_unsubscribe_id", 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"package_name": "mailchimp", "path": "models/staging/src_mailchimp.yml", "original_file_path": "models/staging/src_mailchimp.yml", "unique_id": "source.mailchimp.mailchimp.automation", "fqn": ["mailchimp", "staging", "mailchimp", "automation"], "source_name": "mailchimp", "source_description": "", "loader": "fivetran", "identifier": "automation", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "loaded_at_query": null, "freshness": {"warn_after": {"count": 72, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "Each record represents an automation in Mailchimp.", "columns": {"id": {"name": "id", "description": "The ID of the automation in Mailchimp.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "list_id": {"name": "list_id", "description": 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{"name": "create_time", "description": "The date and time the Automation was created.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "status": {"name": "status", "description": "The current status of the Automation. Possible Values: save, paused, sending\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "title": {"name": "title", "description": "The title of the Automation.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "trigger_settings": {"name": "trigger_settings", "description": "Available triggers for Automation workflows.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "_fivetran_synced": {"name": "_fivetran_synced", "description": "UTC timestamp that indicates the time when Fivetran last successfully synced the row.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "_fivetran_deleted": {"name": "_fivetran_deleted", "description": "Boolean that is true if the row has been soft-deleted from the source.", "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": 72, "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", "freshness": {"warn_after": {"count": 72, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "enabled": true, "loaded_at_query": null, "meta": {}, "tags": []}, "relation_name": "\"postgres\".\"public\".\"automation\"", "created_at": 1755187107.7740872, "unrendered_database": "{% if 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record represents an automation email (that make up automations).", "columns": {"id": {"name": "id", "description": "The ID of the email.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "automation_id": {"name": "automation_id", "description": "The ID of the automation an email relates to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "create_time": {"name": "create_time", "description": "The date and time the automation email was created.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "start_time": {"name": "start_time", "description": "The date and time the automation email was started.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "send_time": {"name": "send_time", "description": "The date and time the automation email was sent.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "from_name": {"name": "from_name", "description": "The 'from' name on the automation email (not an email address).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "reply_to": {"name": "reply_to", "description": "The reply-to email address for the automation.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "status": {"name": "status", "description": "The current status of the automation email.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "subject_line": {"name": "subject_line", "description": "The subject line for the automation email.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "title": {"name": "title", "description": "The title for the automation email.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "to_name": {"name": "to_name", "description": "The automation email's custom 'To' name. Typically the first name merge field.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "archive_url": {"name": "archive_url", "description": "The link to the automation email's archive version in ISO 8601 format.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "authenticate": {"name": "authenticate", "description": "Whether Mailchimp authenticated the automation email. Defaults to true.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "auto_footer": {"name": "auto_footer", "description": "Automatically append Mailchimp's default footer to the automation email.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "auto_tweet": {"name": "auto_tweet", "description": "Automatically tweet a link to the automation email archive page when the automation email is sent.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "clicktale": {"name": "clicktale", "description": "The custom slug for ClickTale tracking (max of 50 bytes).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "content_type": {"name": "content_type", "description": "How the automation email's content is put together ('template', 'drag_and_drop', 'html', 'url').", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "delay_action": {"name": "delay_action", "description": "The action that triggers the delay of an Automation email.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "delay_action_description": {"name": "delay_action_description", "description": "The user-friendly description of the action that triggers an Automation email.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "delay_amount": {"name": "delay_amount", "description": "The delay amount for an Automation email.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "delay_direction": {"name": "delay_direction", "description": "Whether the delay settings describe before or after the delay action of an Automation email.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "delay_full_description": {"name": "delay_full_description", "description": "The user-friendly description of the delay and trigger action settings for an Automation email.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "delay_type": {"name": "delay_type", "description": "The type of delay for an Automation email.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "drag_and_drop": {"name": "drag_and_drop", "description": "Whether the automation email uses the drag-and-drop editor.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "fb_comments": {"name": "fb_comments", "description": "Allows Facebook comments on the automation email (also force-enables the Campaign Archive toolbar). Defaults to true.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "folder_id": {"name": "folder_id", "description": "If the automation email is listed in a folder, the ID for that folder.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "google_analytics": {"name": "google_analytics", "description": "The custom slug for Google Analytics tracking (max of 50 bytes).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "inline_css": {"name": "inline_css", "description": "Automatically inline the CSS included with the automation email content.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "position": {"name": "position", "description": "The position of an Automation email in a workflow.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "template_id": {"name": "template_id", "description": "The ID for the template used in this automation email.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "timewarp": {"name": "timewarp", "description": "Send this automation email using Timewarpe_this", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "track_ecomm_360": {"name": "track_ecomm_360", "description": "Whether to enable eCommerce360 tracking.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "track_goals": {"name": "track_goals", "description": "Whether to enable Goal tracking.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "track_html_clicks": {"name": "track_html_clicks", "description": "Whether to track clicks in the HTML version of the automation email. Defaults to true. Cannot be set to false for variate campaigns.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "track_opens": {"name": "track_opens", "description": "Whether to track opens. Defaults to true. Cannot be set to false for variate automation emails.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "track_text_clicks": {"name": "track_text_clicks", "description": "Whether to track clicks in the plain-text version of the automation email. Defaults to true. Cannot be set to false for variate campaigns.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "use_conversation": {"name": "use_conversation", "description": "Use Mailchimp Conversation feature to manage out-of-office replies.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "_fivetran_synced": {"name": "_fivetran_synced", "description": "UTC timestamp that indicates the time when Fivetran last successfully synced the row.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "_fivetran_deleted": {"name": "_fivetran_deleted", "description": "Boolean that is true if the row has been soft-deleted from the source.", "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": 72, "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", "freshness": {"warn_after": {"count": 72, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "enabled": true, "loaded_at_query": null, "meta": {}, "tags": []}, "relation_name": "\"postgres\".\"public\".\"automation_email\"", "created_at": 1755187107.7762945, "unrendered_database": "{% if target.type != 'spark' %}{{ var('mailchimp_database', target.database) }}{% endif %}", "unrendered_schema": "{{ var('mailchimp_schema', 'mailchimp') }}", "doc_blocks": []}, "source.mailchimp.mailchimp.automation_recipient": {"database": "postgres", "schema": "public", "name": "automation_recipient", "resource_type": "source", "package_name": "mailchimp", "path": "models/staging/src_mailchimp.yml", "original_file_path": "models/staging/src_mailchimp.yml", "unique_id": "source.mailchimp.mailchimp.automation_recipient", "fqn": ["mailchimp", "staging", "mailchimp", "automation_recipient"], "source_name": "mailchimp", "source_description": "", "loader": "fivetran", "identifier": "automation_recipient", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "loaded_at_query": null, "freshness": {"warn_after": {"count": 72, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "Each record represents info about the recipient of each automation.", "columns": {"member_id": {"name": "member_id", "description": "The ID of the member the automation was sent to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "automation_email_id": {"name": "automation_email_id", "description": "The ID for the automation email.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "list_id": {"name": "list_id", "description": "The ID of the List an automation was sent to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "_fivetran_synced": {"name": "_fivetran_synced", "description": "UTC timestamp that indicates the time when Fivetran last successfully synced the row.", "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": 72, "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", "freshness": {"warn_after": {"count": 72, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "enabled": true, "loaded_at_query": null, "meta": {}, "tags": []}, "relation_name": "\"postgres\".\"public\".\"automation_recipient\"", "created_at": 1755187107.7769241, "unrendered_database": "{% if target.type != 'spark' %}{{ var('mailchimp_database', target.database) }}{% endif %}", "unrendered_schema": "{{ var('mailchimp_schema', 'mailchimp') }}", "doc_blocks": []}, "source.mailchimp.mailchimp.automation_recipient_activity": {"database": "postgres", "schema": "public", "name": "automation_recipient_activity", "resource_type": "source", "package_name": "mailchimp", "path": "models/staging/src_mailchimp.yml", "original_file_path": "models/staging/src_mailchimp.yml", "unique_id": "source.mailchimp.mailchimp.automation_recipient_activity", "fqn": ["mailchimp", "staging", "mailchimp", "automation_recipient_activity"], "source_name": "mailchimp", "source_description": "", "loader": "fivetran", "identifier": "automation_recipient_activity", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "loaded_at_query": null, "freshness": {"warn_after": {"count": 72, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "Each record represents an activity taken in relation to a automation email.", "columns": {"action": {"name": "action", "description": "One of the following actions: 'open', 'click', or 'bounce'\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "automation_email_id": {"name": "automation_email_id", "description": "The ID for the automation email that relates to the activity.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "member_id": {"name": "member_id", "description": "The ID of the member the activity relates to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "list_id": {"name": "list_id", "description": "The ID of the list the email was sent to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "timestamp": {"name": "timestamp", "description": "The timestamp when the activity occurred.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "ip": {"name": "ip", "description": "The IP address recorded for the action.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "url": {"name": "url", "description": "If the action is a 'click', the URL on which the member clicked.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "bounce_type": {"name": "bounce_type", "description": "If the action is a 'bounce', the type of bounce received: 'hard', 'soft'.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "_fivetran_synced": {"name": "_fivetran_synced", "description": "UTC timestamp that indicates the time when Fivetran last successfully synced the row.", "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": 72, "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", "freshness": {"warn_after": {"count": 72, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "enabled": true, "loaded_at_query": null, "meta": {}, "tags": []}, "relation_name": "\"postgres\".\"public\".\"automation_recipient_activity\"", "created_at": 1755187107.7776253, "unrendered_database": "{% if target.type != 'spark' %}{{ var('mailchimp_database', target.database) }}{% endif %}", "unrendered_schema": "{{ var('mailchimp_schema', 'mailchimp') }}", "doc_blocks": []}, "source.mailchimp.mailchimp.campaign": {"database": "postgres", "schema": "public", "name": "campaign", "resource_type": "source", "package_name": "mailchimp", "path": "models/staging/src_mailchimp.yml", "original_file_path": "models/staging/src_mailchimp.yml", "unique_id": "source.mailchimp.mailchimp.campaign", "fqn": ["mailchimp", "staging", "mailchimp", "campaign"], "source_name": "mailchimp", "source_description": "", "loader": "fivetran", "identifier": "campaign", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "loaded_at_query": null, "freshness": {"warn_after": {"count": 72, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "Each record represents a campaign in Mailchimp.", "columns": {"id": {"name": "id", "description": "The ID of the campaign in Mailchimp.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "segment_id": {"name": "segment_id", "description": "The ID of the Segment a campaign was sent to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "create_time": {"name": "create_time", "description": "The date and time the campaign was created.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "send_time": {"name": "send_time", "description": "The date and time a campaign was sent.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "list_id": {"name": "list_id", "description": "The ID of the List a campaign was sent to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "reply_to": {"name": "reply_to", "description": "The reply-to email address for the campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "type": {"name": "type", "description": "The type of campaign sent.  Possible values: regular, plaintext, absplit, variate, rss.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "title": {"name": "title", "description": "The title of the campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "archive_url": {"name": "archive_url", "description": "The link to the campaign's archive version in ISO 8601 format.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "authenticate": {"name": "authenticate", "description": "Whether Mailchimp authenticated the campaign. Defaults to true.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "auto_footer": {"name": "auto_footer", "description": "Automatically append Mailchimp's default footer to the campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "auto_tweet": {"name": "auto_tweet", "description": "Automatically tweet a link to the campaign archive page when the campaign is sent.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "clicktale": {"name": "clicktale", "description": "The custom slug for ClickTale tracking (max of 50 bytes).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "content_type": {"name": "content_type", "description": "How the campaign's content is put together ('template', 'drag_and_drop', 'html', 'url').", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "drag_and_drop": {"name": "drag_and_drop", "description": "Whether the campaign uses the drag-and-drop editor.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "fb_comments": {"name": "fb_comments", "description": "Allows Facebook comments on the campaign (also force-enables the Campaign Archive toolbar). Defaults to true.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "folder_id": {"name": "folder_id", "description": "If the campaign is listed in a folder, the ID for that folder.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "from_name": {"name": "from_name", "description": "The 'from' name on the campaign (not an email address).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "google_analytics": {"name": "google_analytics", "description": "The custom slug for Google Analytics tracking (max of 50 bytes).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "inline_css": {"name": "inline_css", "description": "Automatically inline the CSS included with the campaign content.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "long_archive_url": {"name": "long_archive_url", "description": "The original link to the campaign's archive version.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "status": {"name": "status", "description": "The current status of the campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "subject_line": {"name": "subject_line", "description": "The subject line for the campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "template_id": {"name": "template_id", "description": "The ID for the template used in this campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "test_size": {"name": "test_size", "description": "The percentage of recipients to send the test combinations to, must be a value between 10 and 100.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "timewarp": {"name": "timewarp", "description": "Send this campaign using Timewarpe_this", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "to_name": {"name": "to_name", "description": "The campaign's custom 'To' name. Typically the first name merge field.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "track_ecomm_360": {"name": "track_ecomm_360", "description": "Whether to enable eCommerce360 tracking.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "track_goals": {"name": "track_goals", "description": "Whether to enable Goal tracking.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "track_html_clicks": {"name": "track_html_clicks", "description": "Whether to track clicks in the HTML version of the campaign. Defaults to true. Cannot be set to false for variate campaigns.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "track_opens": {"name": "track_opens", "description": "Whether to track opens. Defaults to true. Cannot be set to false for variate campaigns.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "track_text_clicks": {"name": "track_text_clicks", "description": "Whether to track clicks in the plain-text version of the campaign. Defaults to true. Cannot be set to false for variate campaigns.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "use_conversation": {"name": "use_conversation", "description": "Use Mailchimp Conversation feature to manage out-of-office replies.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "wait_time": {"name": "wait_time", "description": "The number of minutes to wait before choosing the winning campaign. The value of wait_time must be greater than 0 and in whole hours, specified in minutes.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "winner_criteria": {"name": "winner_criteria", "description": "The combination that performs the best.  This may be determined automatically by click rate, open rate, or total revenue\u2014or  you may choose manually based on the reporting data you find the most valuable.  For Multivariate Campaigns testing send_time, winner_criteria is ignored.  For Multivariate Campaigns with 'manual' as the winner_criteria, the winner must be chosen in the Mailchimp web application.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "winning_campaign_id": {"name": "winning_campaign_id", "description": "ID of the campaign that was sent to the remaining recipients based on the winning combination.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "winning_combination_id": {"name": "winning_combination_id", "description": "ID for the winning combination.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "_fivetran_synced": {"name": "_fivetran_synced", "description": "UTC timestamp that indicates the time when Fivetran last successfully synced the row.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "_fivetran_deleted": {"name": "_fivetran_deleted", "description": "Boolean that is true if the row has been soft-deleted from the source.", "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": 72, "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", "freshness": {"warn_after": {"count": 72, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "loaded_at_query": null, "meta": {}, "tags": []}, "relation_name": "\"postgres\".\"public\".\"campaign\"", "created_at": 1755187107.7783468, "unrendered_database": "{% if target.type != 'spark' %}{{ var('mailchimp_database', target.database) }}{% endif %}", "unrendered_schema": "{{ var('mailchimp_schema', 'mailchimp') }}", "doc_blocks": []}, "source.mailchimp.mailchimp.campaign_recipient": {"database": "postgres", "schema": "public", "name": "campaign_recipient", "resource_type": "source", "package_name": "mailchimp", "path": "models/staging/src_mailchimp.yml", "original_file_path": "models/staging/src_mailchimp.yml", "unique_id": "source.mailchimp.mailchimp.campaign_recipient", "fqn": ["mailchimp", "staging", "mailchimp", "campaign_recipient"], "source_name": "mailchimp", "source_description": "", "loader": "fivetran", "identifier": "campaign_recipient", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "loaded_at_query": null, "freshness": {"warn_after": {"count": 72, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "Each record represents the send of a campaign email.", "columns": {"campaign_id": {"name": "campaign_id", "description": "The ID of the campaign a sent email is from.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "member_id": {"name": "member_id", "description": "The ID of the member an email was sent to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "combination_id": {"name": "combination_id", "description": "The ID of the combination the member was part of for a campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "list_id": {"name": "list_id", "description": "The ID of the list the campaign was sent to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "_fivetran_synced": {"name": "_fivetran_synced", "description": "UTC timestamp that indicates the time when Fivetran last successfully synced the row.", "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": 72, "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", "freshness": {"warn_after": {"count": 72, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "loaded_at_query": null, "meta": {}, "tags": []}, "relation_name": "\"postgres\".\"public\".\"campaign_recipient\"", "created_at": 1755187107.77899, "unrendered_database": "{% if target.type != 'spark' %}{{ var('mailchimp_database', target.database) }}{% endif %}", "unrendered_schema": "{{ var('mailchimp_schema', 'mailchimp') }}", "doc_blocks": []}, "source.mailchimp.mailchimp.campaign_recipient_activity": {"database": "postgres", "schema": "public", "name": "campaign_recipient_activity", "resource_type": "source", "package_name": "mailchimp", "path": "models/staging/src_mailchimp.yml", "original_file_path": "models/staging/src_mailchimp.yml", "unique_id": "source.mailchimp.mailchimp.campaign_recipient_activity", "fqn": ["mailchimp", "staging", "mailchimp", "campaign_recipient_activity"], "source_name": "mailchimp", "source_description": "", "loader": "fivetran", "identifier": "campaign_recipient_activity", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "loaded_at_query": null, "freshness": {"warn_after": {"count": 72, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "Each record represents an activity taken in relation to a campaign email.", "columns": {"action": {"name": "action", "description": "One of the following actions: 'open', 'click', or 'bounce'\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "campaign_id": {"name": "campaign_id", "description": "The unique ID for the sent campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "member_id": {"name": "member_id", "description": "The ID of the member the activity relates to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "list_id": {"name": "list_id", "description": "The ID of the list the email was sent to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "timestamp": {"name": "timestamp", "description": "The timestamp when the activity occurred.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "ip": {"name": "ip", "description": "The IP address recorded for the action.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "url": {"name": "url", "description": "If the action is a 'click', the URL on which the member clicked.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "bounce_type": {"name": "bounce_type", "description": "If the action is a 'bounce', the type of bounce received: 'hard', 'soft'.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "combination_id": {"name": "combination_id", "description": "The ID of the combination the member was part of for a campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "_fivetran_synced": {"name": "_fivetran_synced", "description": "UTC timestamp that indicates the time when Fivetran last successfully synced the row.", "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": 72, "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", "freshness": {"warn_after": {"count": 72, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "loaded_at_query": null, "meta": {}, "tags": []}, "relation_name": "\"postgres\".\"public\".\"campaign_recipient_activity\"", "created_at": 1755187107.7796001, "unrendered_database": "{% if target.type != 'spark' %}{{ var('mailchimp_database', target.database) }}{% endif %}", "unrendered_schema": "{{ var('mailchimp_schema', 'mailchimp') }}", "doc_blocks": []}, "source.mailchimp.mailchimp.segment": {"database": "postgres", "schema": "public", "name": "segment", "resource_type": "source", "package_name": "mailchimp", "path": "models/staging/src_mailchimp.yml", "original_file_path": "models/staging/src_mailchimp.yml", "unique_id": "source.mailchimp.mailchimp.segment", "fqn": ["mailchimp", "staging", "mailchimp", "segment"], "source_name": "mailchimp", "source_description": "", "loader": "fivetran", "identifier": "segment", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "loaded_at_query": null, "freshness": {"warn_after": {"count": 72, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "Each record represents a segment in Mailchimp.", "columns": {"id": {"name": "id", "description": "The ID for the Segment from Mailchimp", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "list_id": {"name": "list_id", "description": "The ID of the List the segment is part of.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "member_count": {"name": "member_count", "description": "The number of members in the segment.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "name": {"name": "name", "description": "The name of the segment.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "type": {"name": "type", "description": "The type of segment", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "updated_at": {"name": "updated_at", "description": "The date and time the segment was last updated.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "created_at": {"name": "created_at", "description": "The date and time the segment was created.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "_fivetran_synced": {"name": "_fivetran_synced", "description": "UTC timestamp that indicates the time when Fivetran last successfully synced the row.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "_fivetran_deleted": {"name": "_fivetran_deleted", "description": "Boolean that is true if the row has been soft-deleted from the source.", "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": 72, "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", "freshness": {"warn_after": {"count": 72, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "enabled": true, "loaded_at_query": null, "meta": {}, "tags": []}, "relation_name": "\"postgres\".\"public\".\"segment\"", "created_at": 1755187107.780215, "unrendered_database": "{% if target.type != 'spark' %}{{ var('mailchimp_database', target.database) }}{% endif %}", "unrendered_schema": "{{ var('mailchimp_schema', 'mailchimp') }}", "doc_blocks": []}, "source.mailchimp.mailchimp.segment_member": {"database": "postgres", "schema": "public", "name": "segment_member", "resource_type": "source", "package_name": "mailchimp", "path": "models/staging/src_mailchimp.yml", "original_file_path": "models/staging/src_mailchimp.yml", "unique_id": "source.mailchimp.mailchimp.segment_member", "fqn": ["mailchimp", "staging", "mailchimp", "segment_member"], "source_name": "mailchimp", "source_description": "", "loader": "fivetran", "identifier": "segment_member", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "loaded_at_query": null, "freshness": {"warn_after": {"count": 72, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "Each record represents a member and their segment data.", "columns": {"segment_id": {"name": "segment_id", "description": "The ID for the Segment from Mailchimp.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "member_id": {"name": "member_id", "description": "The ID of the member.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "list_id": {"name": "list_id", "description": "The ID of the List the segment is part of.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "_fivetran_synced": {"name": "_fivetran_synced", "description": "UTC timestamp that indicates the time when Fivetran last successfully synced the row.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "_fivetran_deleted": {"name": "_fivetran_deleted", "description": "Boolean that is true if the row has been soft-deleted from the source.", "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": 72, "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", "freshness": {"warn_after": {"count": 72, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "enabled": true, "loaded_at_query": null, "meta": {}, "tags": []}, "relation_name": "\"postgres\".\"public\".\"segment_member\"", "created_at": 1755187107.7808003, "unrendered_database": "{% if target.type != 'spark' %}{{ var('mailchimp_database', target.database) }}{% endif %}", "unrendered_schema": "{{ var('mailchimp_schema', 'mailchimp') }}", "doc_blocks": []}, "source.mailchimp.mailchimp.list": {"database": "postgres", "schema": "public", "name": "list", "resource_type": "source", "package_name": "mailchimp", "path": "models/staging/src_mailchimp.yml", "original_file_path": "models/staging/src_mailchimp.yml", "unique_id": "source.mailchimp.mailchimp.list", "fqn": ["mailchimp", "staging", "mailchimp", "list"], "source_name": "mailchimp", "source_description": "", "loader": "fivetran", "identifier": "list", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "loaded_at_query": null, "freshness": {"warn_after": {"count": 72, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "Each record represents a list in Mailchimp.", "columns": {"id": {"name": "id", "description": "The unique ID of a list.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "date_created": {"name": "date_created", "description": "The date and time that a list was created.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "name": {"name": "name", "description": "The name of a list.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "list_rating": {"name": "list_rating", "description": "An auto-generated activity score for the list (0-5).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "beamer_address": {"name": "beamer_address", "description": "The list's email beamer address.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "contact_address_1": {"name": "contact_address_1", "description": "The street address for the list contact.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "contact_address_2": {"name": "contact_address_2", "description": "The street address for the list contact.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "contact_city": {"name": "contact_city", "description": "The city for the list contact.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "contact_company": {"name": "contact_company", "description": "The company name for the list.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "contact_country": {"name": "contact_country", "description": "A two-character ISO3166 country code. Defaults to US if invalid.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "contact_state": {"name": "contact_state", "description": "The state for the list contact.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "contact_zip": {"name": "contact_zip", "description": "The postal or zip code for the list contact.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "default_from_email": {"name": "default_from_email", "description": "The default from email for campaigns sent to a list.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "default_from_name": {"name": "default_from_name", "description": "The default from name for campaigns sent to a list.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "default_language": {"name": "default_language", "description": "The default language for a lists's forms.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "default_subject": {"name": "default_subject", "description": "The default subject line for campaigns sent to a list.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "email_type_option": {"name": "email_type_option", "description": "Whether the list supports multiple formats for emails.  When set to true, subscribers can choose whether they want to receive HTML or plain-text emails.  When set to false, subscribers will receive HTML emails, with a plain-text alternative backup.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "notify_on_subscribe": {"name": "notify_on_subscribe", "description": "The email address to send subscribe notifications to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "notify_on_unsubscribe": {"name": "notify_on_unsubscribe", "description": "The email address to send unsubscribe notifications to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "permission_reminder": {"name": "permission_reminder", "description": "The permission reminder for a list.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "subscribe_url_long": {"name": "subscribe_url_long", "description": "The full version of a list's subscribe form (host will vary).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "subscribe_url_short": {"name": "subscribe_url_short", "description": "Mailchimp's EepURL shortened version of a list's subscribe form.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "use_archive_bar": {"name": "use_archive_bar", "description": "Whether campaigns for this list use the Archive Bar in archives by default.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "visibility": {"name": "visibility", "description": "Whether this list is public or private.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "_fivetran_synced": {"name": "_fivetran_synced", "description": "UTC timestamp that indicates the time when Fivetran last successfully synced the row.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "_fivetran_deleted": {"name": "_fivetran_deleted", "description": "Boolean that is true if the row has been soft-deleted from the source.", "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": 72, "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", "freshness": {"warn_after": {"count": 72, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "loaded_at_query": null, "meta": {}, "tags": []}, "relation_name": "\"postgres\".\"public\".\"list\"", "created_at": 1755187107.7814567, "unrendered_database": "{% if target.type != 'spark' %}{{ var('mailchimp_database', target.database) }}{% endif %}", "unrendered_schema": "{{ var('mailchimp_schema', 'mailchimp') }}", "doc_blocks": []}, "source.mailchimp.mailchimp.member": {"database": "postgres", "schema": "public", "name": "member", "resource_type": "source", "package_name": "mailchimp", "path": "models/staging/src_mailchimp.yml", "original_file_path": "models/staging/src_mailchimp.yml", "unique_id": "source.mailchimp.mailchimp.member", "fqn": ["mailchimp", "staging", "mailchimp", "member"], "source_name": "mailchimp", "source_description": "", "loader": "fivetran", "identifier": "member", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "loaded_at_query": null, "freshness": {"warn_after": {"count": 72, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "Each record represents a member in Mailchimp. Note that this table may contain custom metadata columns which can be passed through via `mailchimp__members_pass_through_columns`.\n", "columns": {"id": {"name": "id", "description": "The ID of the member.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "email_address": {"name": "email_address", "description": "Email address for a subscriber.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "email_client": {"name": "email_client", "description": "The list member's email client.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "email_type": {"name": "email_type", "description": "Type of email this member asked to get ('html' or 'text').", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "status": {"name": "status", "description": "Subscriber's current status.  Possible Values: subscribed, unsubscribed, cleaned, pending, transactional, archived\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "list_id": {"name": "list_id", "description": "The ID of the list the member belongs to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "timestamp_signup": {"name": "timestamp_signup", "description": "The date and time the subscriber signed up for the list.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "timestamp_opt": {"name": "timestamp_opt", "description": "The date and time the subscribe confirmed their opt-in status.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "last_changed": {"name": "last_changed", "description": "The date and time the member's info was last changed.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "country_code": {"name": "country_code", "description": "The member's unique code for the location country.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "dstoff": {"name": "dstoff", "description": "The member's offset for timezones where daylight saving time is observed.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "gmtoff": {"name": "gmtoff", "description": "The member's time difference in hours from GMT.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "ip_opt": {"name": "ip_opt", "description": "The IP address the subscriber used to confirm their opt-in status.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "ip_signup": {"name": "ip_signup", "description": "IP address the subscriber signed up from.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "language": {"name": "language", "description": "If set/detected, the subscriber's language.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "latitude": {"name": "latitude", "description": "The member's location latitude.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "longitude": {"name": "longitude", "description": "The member's location longitude.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "member_rating": {"name": "member_rating", "description": "Star rating for this member, between 1 and 5.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "timezone": {"name": "timezone", "description": "The timezone for the member's location.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "unique_email_id": {"name": "unique_email_id", "description": "An identifier for the address across all of Mailchimp.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "vip": {"name": "vip", "description": "VIP status for subscriber.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "_fivetran_synced": {"name": "_fivetran_synced", "description": "UTC timestamp that indicates the time when Fivetran last successfully synced the row.", "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": 72, "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", "freshness": {"warn_after": {"count": 72, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "loaded_at_query": null, "meta": {}, "tags": []}, "relation_name": "\"postgres\".\"public\".\"member\"", "created_at": 1755187107.782148, "unrendered_database": "{% if target.type != 'spark' %}{{ var('mailchimp_database', target.database) }}{% endif %}", "unrendered_schema": "{{ var('mailchimp_schema', 'mailchimp') }}", "doc_blocks": []}, "source.mailchimp.mailchimp.unsubscribe": {"database": "postgres", "schema": "public", "name": "unsubscribe", "resource_type": "source", "package_name": "mailchimp", "path": "models/staging/src_mailchimp.yml", "original_file_path": "models/staging/src_mailchimp.yml", "unique_id": "source.mailchimp.mailchimp.unsubscribe", "fqn": ["mailchimp", "staging", "mailchimp", "unsubscribe"], "source_name": "mailchimp", "source_description": "", "loader": "fivetran", "identifier": "unsubscribe", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "loaded_at_query": null, "freshness": {"warn_after": {"count": 72, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "Each record represents a member who unsubscribed.", "columns": {"campaign_id": {"name": "campaign_id", "description": "The unique id for the campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "member_id": {"name": "member_id", "description": "The ID of the member an email was sent to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "list_id": {"name": "list_id", "description": "The unique ID for the list.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "reason": {"name": "reason", "description": "Field expressing unsubscribe reason.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "timestamp": {"name": "timestamp", "description": "The time and date the member unsubscribed.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "_fivetran_synced": {"name": "_fivetran_synced", "description": "UTC timestamp that indicates the time when Fivetran last successfully synced the row.", "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": 72, "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", "freshness": {"warn_after": {"count": 72, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "enabled": true, "loaded_at_query": null, "meta": {}, "tags": []}, "relation_name": "\"postgres\".\"public\".\"unsubscribe\"", "created_at": 1755187107.7827342, "unrendered_database": "{% if target.type != 'spark' %}{{ var('mailchimp_database', target.database) }}{% endif %}", "unrendered_schema": "{{ var('mailchimp_schema', 'mailchimp') }}", "doc_blocks": []}}, "macros": {"macro.dbt_postgres.postgres__get_relations": {"name": "postgres__get_relations", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations.sql", "original_file_path": "macros/relations.sql", "unique_id": "macro.dbt_postgres.postgres__get_relations", "macro_sql": "{% macro postgres__get_relations() -%}\n\n  {#\n      -- in pg_depend, objid is the dependent, refobjid is the referenced object\n      --  > a pg_depend entry indicates that the referenced object cannot be\n      --  > dropped without also dropping the dependent object.\n  #}\n\n  {%- call statement('relations', fetch_result=True) -%}\n    with relation as (\n        select\n            pg_rewrite.ev_class as class,\n            pg_rewrite.oid as id\n        from pg_rewrite\n    ),\n    class as (\n        select\n            oid as id,\n            relname as name,\n            relnamespace as schema,\n            relkind as kind\n        from pg_class\n    ),\n    dependency as (\n        select distinct\n            pg_depend.objid as id,\n            pg_depend.refobjid as ref\n        from pg_depend\n    ),\n    schema as (\n        select\n            pg_namespace.oid as id,\n            pg_namespace.nspname as name\n        from pg_namespace\n        where nspname != 'information_schema' and nspname not like 'pg\\_%'\n    ),\n    referenced as (\n        select\n            relation.id AS id,\n            referenced_class.name ,\n            referenced_class.schema ,\n            referenced_class.kind\n        from relation\n        join class as referenced_class on relation.class=referenced_class.id\n        where referenced_class.kind in ('r', 'v', 'm')\n    ),\n    relationships as (\n        select\n            referenced.name as referenced_name,\n            referenced.schema as referenced_schema_id,\n            dependent_class.name as dependent_name,\n            dependent_class.schema as dependent_schema_id,\n            referenced.kind as kind\n        from referenced\n        join dependency on referenced.id=dependency.id\n        join class as dependent_class on dependency.ref=dependent_class.id\n        where\n            (referenced.name != dependent_class.name or\n             referenced.schema != dependent_class.schema)\n    )\n\n    select\n        referenced_schema.name as referenced_schema,\n        relationships.referenced_name as referenced_name,\n        dependent_schema.name as dependent_schema,\n        relationships.dependent_name as dependent_name\n    from relationships\n    join schema as dependent_schema on relationships.dependent_schema_id=dependent_schema.id\n    join schema as referenced_schema on relationships.referenced_schema_id=referenced_schema.id\n    group by referenced_schema, referenced_name, dependent_schema, dependent_name\n    order by referenced_schema, referenced_name, dependent_schema, dependent_name;\n\n  {%- endcall -%}\n\n  {{ return(load_result('relations').table) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1755187104.8493955, "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": 1755187104.849684, "supported_languages": null}, "macro.dbt_postgres.postgres__get_catalog_relations": {"name": "postgres__get_catalog_relations", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/catalog.sql", "original_file_path": "macros/catalog.sql", "unique_id": "macro.dbt_postgres.postgres__get_catalog_relations", "macro_sql": "{% macro postgres__get_catalog_relations(information_schema, relations) -%}\n  {%- call statement('catalog', fetch_result=True) -%}\n\n    {#\n      If the user has multiple databases set and the first one is wrong, this will fail.\n      But we won't fail in the case where there are multiple quoting-difference-only dbs, which is better.\n    #}\n    {% set database = information_schema.database %}\n    {{ adapter.verify_database(database) }}\n\n    select\n        '{{ database }}' as table_database,\n        sch.nspname as table_schema,\n        tbl.relname as table_name,\n        case tbl.relkind\n            when 'v' then 'VIEW'\n            when 'm' then 'MATERIALIZED VIEW'\n            else 'BASE TABLE'\n        end as table_type,\n        tbl_desc.description as table_comment,\n        col.attname as column_name,\n        col.attnum as column_index,\n        pg_catalog.format_type(col.atttypid, col.atttypmod) as column_type,\n        col_desc.description as column_comment,\n        pg_get_userbyid(tbl.relowner) as table_owner\n\n    from pg_catalog.pg_namespace sch\n    join pg_catalog.pg_class tbl on tbl.relnamespace = sch.oid\n    join pg_catalog.pg_attribute col on col.attrelid = tbl.oid\n    left outer join pg_catalog.pg_description tbl_desc on (tbl_desc.objoid = tbl.oid and tbl_desc.objsubid = 0)\n    left outer join pg_catalog.pg_description col_desc on (col_desc.objoid = tbl.oid and col_desc.objsubid = col.attnum)\n    where (\n      {%- for relation in relations -%}\n        {%- if relation.identifier -%}\n          (upper(sch.nspname) = upper('{{ relation.schema }}') and\n           upper(tbl.relname) = upper('{{ relation.identifier }}'))\n        {%- else-%}\n          upper(sch.nspname) = upper('{{ relation.schema }}')\n        {%- endif -%}\n        {%- if not loop.last %} or {% endif -%}\n      {%- endfor -%}\n    )\n      and not pg_is_other_temp_schema(sch.oid) -- not a temporary schema belonging to another session\n      and tbl.relpersistence in ('p', 'u') -- [p]ermanent table or [u]nlogged table. Exclude [t]emporary tables\n      and tbl.relkind in ('r', 'v', 'f', 'p', 'm') -- o[r]dinary table, [v]iew, [f]oreign table, [p]artitioned table, [m]aterialized view. Other values are [i]ndex, [S]equence, [c]omposite type, [t]OAST table\n      and col.attnum > 0 -- negative numbers are used for system columns such as oid\n      and not col.attisdropped -- column as not been dropped\n\n    order by\n        sch.nspname,\n        tbl.relname,\n        col.attnum\n\n  {%- endcall -%}\n\n  {{ return(load_result('catalog').table) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1755187104.851709, "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": 1755187104.8524451, "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": 1755187104.856824, "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": 1755187104.857821, "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": 1755187104.8584392, "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": 1755187104.8590908, "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": 1755187104.8600214, "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": 1755187104.8608842, "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": 1755187104.8612323, "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": 1755187104.861925, "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": 1755187104.8626726, "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": 1755187104.8643131, "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": 1755187104.8646958, "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": 1755187104.8653336, "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": 1755187104.8658795, "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": 1755187104.866717, "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": 1755187104.8675854, "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": 1755187104.8687387, "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": 1755187104.8691585, "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": 1755187104.8693953, "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": 1755187104.8697314, "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": 1755187104.8700335, "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": 1755187104.8704402, "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": 1755187104.87081, "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": 1755187104.8710272, "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": 1755187104.871239, "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": 1755187104.8714519, "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": 1755187104.872322, "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": 1755187104.8729758, "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": 1755187104.8751516, "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": 1755187104.8760986, "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": 1755187104.8800733, "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": 1755187104.881127, "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": 1755187104.8819048, "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": 1755187104.8822024, "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": 1755187104.8826103, "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": 1755187104.8831882, "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": 1755187104.8835354, "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": 1755187104.8838298, "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": 1755187104.8848777, "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": 1755187104.8859084, "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": 1755187104.8864841, "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": 1755187104.8867676, "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": 1755187104.8875904, "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": 1755187104.8888063, "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": 1755187104.8891568, "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": 1755187104.889431, "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": 1755187104.8904173, "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": 1755187104.890759, "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": 1755187104.8910472, "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": 1755187104.893124, "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": 1755187104.8933651, "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": 1755187104.8936892, "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": 1755187104.8939319, "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": 1755187104.8945918, "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": 1755187104.8949707, "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": 1755187104.8952134, "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": 1755187104.895656, "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": 1755187104.8962665, "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": 1755187104.8967478, "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": 1755187104.8971822, "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": 1755187104.8976228, "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": 1755187104.8989494, "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": 1755187104.8993194, "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": 1755187104.8998306, "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": 1755187104.9002829, "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": 1755187104.9026232, "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": 1755187104.9032037, "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": 1755187104.903647, "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": 1755187104.9044876, "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": 1755187104.9048505, "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": 1755187104.9052508, "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": 1755187104.9055753, "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": 1755187104.90611, "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": 1755187104.907049, "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": 1755187104.9085531, "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": 1755187104.9090765, "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": 1755187104.909464, "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": 1755187104.9099753, "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": 1755187104.9103312, "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": 1755187104.9106414, "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": 1755187104.9110007, "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": 1755187104.911473, "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": 1755187104.9119937, "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": 1755187104.9125774, "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": 1755187104.9129536, "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": 1755187104.9132683, "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": 1755187104.913621, "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": 1755187104.9139476, "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": 1755187104.9142652, "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": 1755187104.914559, "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": 1755187104.9149704, "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": 1755187104.9153008, "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": 1755187104.9159129, "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": 1755187104.916276, "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": 1755187104.9165895, "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": 1755187104.9169655, "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": 1755187104.917805, "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": 1755187104.9185953, "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": 1755187104.9190142, "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": 1755187104.9196136, "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": 1755187104.9216871, "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": 1755187104.922018, "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": 1755187104.9228532, "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": 1755187104.923411, "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": 1755187104.9238384, "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": 1755187104.924236, "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": 1755187104.9245808, "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": 1755187104.9268339, "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": 1755187104.9274998, "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": 1755187104.9278872, "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": 1755187104.9285433, "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": 1755187104.9289997, "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": 1755187104.9302754, "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": 1755187104.9307663, "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": 1755187104.9323158, "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": 1755187104.9330645, "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": 1755187104.9334245, "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": 1755187104.93381, "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": 1755187104.9350672, "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": 1755187104.9353917, "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": 1755187104.9362626, "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": 1755187104.9368355, "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": 1755187104.9373028, "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": 1755187104.9379258, "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": 1755187104.938276, "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": 1755187104.9386263, "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": 1755187104.9391112, "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": 1755187104.9401643, "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": 1755187104.940594, "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": 1755187104.940887, "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": 1755187104.9417703, "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": 1755187104.94206, "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": 1755187104.9423676, "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": 1755187104.9431367, "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": 1755187104.9434893, "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": 1755187104.943759, "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": 1755187104.9440792, "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": 1755187104.9443276, "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": 1755187104.9451878, "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": 1755187104.9454792, "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": 1755187104.9457543, "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": 1755187104.94598, "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": 1755187104.9469013, "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": 1755187104.9472282, "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": 1755187104.9473825, "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": 1755187104.9476962, "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": 1755187104.9480336, "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": 1755187104.9485846, "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": 1755187104.9491835, "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": 1755187104.949763, "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": 1755187104.9514055, "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": 1755187104.951781, "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": 1755187104.9520857, "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": 1755187104.952367, "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": 1755187104.9526453, "supported_languages": null}, "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": 1755187104.9571042, "supported_languages": ["sql"]}, "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  {%- for column in columns_in_relation -%}\n  {%-   do column_name_to_data_types.update({column.name|lower: column.data_type}) -%}\n  {%- endfor -%}\n\n  {% if not expected_sql %}\n  {%   set expected_sql = get_expected_sql(expected_rows, column_name_to_data_types) %}\n  {% endif %}\n  {% set unit_test_sql = get_unit_test_sql(sql, expected_sql, tested_expected_column_names) %}\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": 1755187104.9600515, "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": 1755187104.9610865, "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": 1755187104.9616835, "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": 1755187104.9621038, "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": 1755187104.963282, "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": 1755187104.9639032, "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": 1755187104.9646356, "supported_languages": null}, "macro.dbt.materialization_snapshot_default": {"name": "materialization_snapshot_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/snapshot.sql", "original_file_path": "macros/materializations/snapshots/snapshot.sql", "unique_id": "macro.dbt.materialization_snapshot_default", "macro_sql": "{% materialization snapshot, default %}\n\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": 1755187104.972285, "supported_languages": ["sql"]}, "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": 1755187104.9762008, "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": 1755187104.976536, "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": 1755187104.9769945, "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": 1755187104.9788642, "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": 1755187104.9791894, "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": 1755187104.9795225, "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": 1755187104.9821773, "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": 1755187104.985032, "supported_languages": null}, "macro.dbt.create_columns": {"name": "create_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.create_columns", "macro_sql": "{% macro create_columns(relation, columns) %}\n  {{ adapter.dispatch('create_columns', 'dbt')(relation, columns) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__create_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1755187104.9887807, "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": 1755187104.98943, "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": 1755187104.989754, "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": 1755187104.9899573, "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": 1755187104.9902434, "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": 1755187104.9904745, "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": 1755187104.9908834, "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": 1755187104.9913526, "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 snapshotted_data.{{ columns.dbt_valid_to }} is null\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 snapshotted_data.{{ columns.dbt_valid_to }} is null\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": 1755187104.9992163, "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": 1755187104.9996247, "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": 1755187105.000618, "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": 1755187105.001511, "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": 1755187105.0026755, "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": 1755187105.0035121, "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": 1755187105.0040712, "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": 1755187105.004736, "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": 1755187105.0058603, "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": 1755187105.0062873, "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": 1755187105.0066977, "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": 1755187105.007509, "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": 1755187105.0091257, "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": 1755187105.0140355, "supported_languages": ["sql"]}, "macro.dbt.create_csv_table": {"name": "create_csv_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.create_csv_table", "macro_sql": "{% macro create_csv_table(model, agate_table) -%}\n  {{ adapter.dispatch('create_csv_table', 'dbt')(model, agate_table) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__create_csv_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1755187105.0158055, "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": 1755187105.0174954, "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": 1755187105.0179565, "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": 1755187105.0189092, "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": 1755187105.0192804, "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": 1755187105.0195482, "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": 1755187105.0198395, "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": 1755187105.0200732, "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": 1755187105.0203784, "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": 1755187105.0206094, "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": 1755187105.0215197, "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": 1755187105.0218892, "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": 1755187105.02429, "supported_languages": null}, "macro.dbt.materialization_view_default": {"name": "materialization_view_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/view.sql", "original_file_path": "macros/materializations/models/view.sql", "unique_id": "macro.dbt.materialization_view_default", "macro_sql": "{%- materialization view, default -%}\n\n  {%- set existing_relation = load_cached_relation(this) -%}\n  {%- set target_relation = this.incorporate(type='view') -%}\n  {%- set intermediate_relation =  make_intermediate_relation(target_relation) -%}\n\n  -- the intermediate_relation should not already exist in the database; get_relation\n  -- will return None in that case. Otherwise, we get a relation that we can drop\n  -- later, before we try to use this name for the current operation\n  {%- set preexisting_intermediate_relation = load_cached_relation(intermediate_relation) -%}\n  /*\n     This relation (probably) doesn't exist yet. If it does exist, it's a leftover from\n     a previous run, and we're going to try to drop it immediately. At the end of this\n     materialization, we're going to rename the \"existing_relation\" to this identifier,\n     and then we're going to drop it. In order to make sure we run the correct one of:\n       - drop view ...\n       - drop table ...\n\n     We need to set the type of this relation to be the type of the existing_relation, if it exists,\n     or else \"view\" as a sane default if it does not. Note that if the existing_relation does not\n     exist, then there is nothing to move out of the way and subsequentally drop. In that case,\n     this relation will be effectively unused.\n  */\n  {%- set backup_relation_type = 'view' if existing_relation is none else existing_relation.type -%}\n  {%- set backup_relation = make_backup_relation(target_relation, backup_relation_type) -%}\n  -- as above, the backup_relation should not already exist\n  {%- set preexisting_backup_relation = load_cached_relation(backup_relation) -%}\n  -- grab current tables grants config for comparision later on\n  {% set grant_config = config.get('grants') %}\n\n  {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n  -- drop the temp relations if they exist already in the database\n  {{ drop_relation_if_exists(preexisting_intermediate_relation) }}\n  {{ drop_relation_if_exists(preexisting_backup_relation) }}\n\n  -- `BEGIN` happens here:\n  {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n  -- build model\n  {% call statement('main') -%}\n    {{ get_create_view_as_sql(intermediate_relation, sql) }}\n  {%- endcall %}\n\n  -- cleanup\n  -- move the existing view out of the way\n  {% if existing_relation is not none %}\n     /* Do the equivalent of rename_if_exists. 'existing_relation' could have been dropped\n        since the variable was first set. */\n    {% set existing_relation = load_cached_relation(existing_relation) %}\n    {% if existing_relation is not none %}\n        {{ adapter.rename_relation(existing_relation, backup_relation) }}\n    {% endif %}\n  {% endif %}\n  {{ adapter.rename_relation(intermediate_relation, target_relation) }}\n\n  {% set should_revoke = should_revoke(existing_relation, full_refresh_mode=True) %}\n  {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n  {% do persist_docs(target_relation, model) %}\n\n  {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n  {{ adapter.commit() }}\n\n  {{ drop_relation_if_exists(backup_relation) }}\n\n  {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n  {{ return({'relations': [target_relation]}) }}\n\n{%- endmaterialization -%}", "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.make_intermediate_relation", "macro.dbt.make_backup_relation", "macro.dbt.run_hooks", "macro.dbt.drop_relation_if_exists", "macro.dbt.statement", "macro.dbt.get_create_view_as_sql", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1755187105.0284262, "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": 1755187105.0313857, "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": 1755187105.032143, "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": 1755187105.0326295, "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": 1755187105.0351388, "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": 1755187105.035584, "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": 1755187105.03686, "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": 1755187105.0408525, "supported_languages": ["sql"]}, "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": 1755187105.0419729, "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": 1755187105.0439823, "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": 1755187105.0475254, "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": 1755187105.0480528, "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": 1755187105.0494475, "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": 1755187105.0499792, "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": 1755187105.05125, "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": 1755187105.0527668, "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": 1755187105.0538375, "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": 1755187105.055177, "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": 1755187105.0556347, "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": 1755187105.0570707, "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": 1755187105.0582836, "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": 1755187105.058732, "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": 1755187105.0591092, "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": 1755187105.0596673, "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": 1755187105.0600598, "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": 1755187105.060617, "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": 1755187105.060993, "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": 1755187105.0614905, "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": 1755187105.0618596, "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": 1755187105.062153, "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": 1755187105.062502, "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": 1755187105.0629501, "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": 1755187105.0634816, "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": 1755187105.0656564, "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": 1755187105.0680215, "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": 1755187105.070302, "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": 1755187105.0719233, "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": 1755187105.0800645, "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": 1755187105.0805688, "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": 1755187105.0808218, "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": 1755187105.085513, "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": 1755187105.0861108, "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": 1755187105.0864482, "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{%-   for column in columns_in_relation -%}\n{#-- This needs to be a case-insensitive comparison --#}\n{%-     do column_name_to_data_types.update({column.name|lower: column.data_type}) -%}\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 }}{% 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 }}{% 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": 1755187105.0909235, "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) %}\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 }}{% 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": 1755187105.0922854, "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": 1755187105.094427, "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": 1755187105.0948498, "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": 1755187105.0950444, "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": 1755187105.095705, "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": 1755187105.096226, "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": 1755187105.0969298, "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": 1755187105.0976539, "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": 1755187105.0984783, "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": 1755187105.0990083, "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": 1755187105.0995715, "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": 1755187105.100151, "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": 1755187105.1005964, "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": 1755187105.1011744, "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": 1755187105.1021695, "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": 1755187105.103482, "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": 1755187105.1038058, "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": 1755187105.1056323, "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": 1755187105.1065578, "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": 1755187105.107656, "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": 1755187105.1085615, "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": 1755187105.1087136, "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": 1755187105.1091933, "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": 1755187105.1095085, "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": 1755187105.1101186, "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": 1755187105.1107013, "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": 1755187105.111298, "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": 1755187105.1116264, "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": 1755187105.1121738, "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": 1755187105.1124477, "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": 1755187105.1130495, "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": 1755187105.1135423, "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": 1755187105.1138403, "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": 1755187105.1144192, "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": 1755187105.11474, "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": 1755187105.1156442, "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": 1755187105.1169095, "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": 1755187105.1173482, "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": 1755187105.1180477, "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": 1755187105.1185262, "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": 1755187105.1188529, "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": 1755187105.119274, "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": 1755187105.1194322, "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": 1755187105.1199632, "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": 1755187105.1202266, "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": 1755187105.1209347, "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": 1755187105.1214004, "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": 1755187105.1222382, "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": 1755187105.1230435, "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": 1755187105.1237228, "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": 1755187105.124065, "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": 1755187105.1245003, "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": 1755187105.125056, "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": 1755187105.1253362, "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": 1755187105.1258292, "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": 1755187105.1260502, "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": 1755187105.1265185, "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": 1755187105.1268692, "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": 1755187105.127664, "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": 1755187105.1284616, "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": 1755187105.1288369, "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": 1755187105.1298275, "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": 1755187105.1303074, "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": 1755187105.1305141, "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": 1755187105.1310332, "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": 1755187105.1313107, "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": 1755187105.1317732, "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": 1755187105.1320393, "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": 1755187105.1325576, "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": 1755187105.1328442, "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": 1755187105.1334405, "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": 1755187105.134006, "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": 1755187105.1345847, "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": 1755187105.134929, "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": 1755187105.1354446, "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": 1755187105.135701, "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": 1755187105.136296, "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": 1755187105.1365101, "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": 1755187105.1370287, "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": 1755187105.137291, "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": 1755187105.1385276, "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": 1755187105.1388342, "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": 1755187105.1391482, "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": 1755187105.1394367, "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": 1755187105.1397474, "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": 1755187105.140056, "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": 1755187105.1403656, "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": 1755187105.1406968, "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": 1755187105.1410556, "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": 1755187105.1413546, "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": 1755187105.1416874, "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": 1755187105.1419895, "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": 1755187105.1423457, "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": 1755187105.1426306, "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": 1755187105.1431897, "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": 1755187105.1434593, "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": 1755187105.1440246, "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": 1755187105.1441877, "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": 1755187105.1451983, "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": 1755187105.1475399, "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": 1755187105.1480775, "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": 1755187105.1484935, "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": 1755187105.149364, "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": 1755187105.1502106, "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": 1755187105.1506064, "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": 1755187105.1512, "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": 1755187105.152073, "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": 1755187105.152831, "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": 1755187105.1531863, "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": 1755187105.153573, "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": 1755187105.1539657, "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": 1755187105.154586, "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": 1755187105.1550777, "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": 1755187105.1556387, "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": 1755187105.1561732, "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": 1755187105.156738, "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": 1755187105.1571481, "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": 1755187105.157847, "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": 1755187105.158713, "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": 1755187105.1593285, "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": 1755187105.159851, "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": 1755187105.1603491, "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": 1755187105.1606371, "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": 1755187105.1611514, "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": 1755187105.1614404, "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": 1755187105.1619115, "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": 1755187105.162154, "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": 1755187105.163129, "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": 1755187105.1634874, "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": 1755187105.1640286, "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": 1755187105.1643105, "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": 1755187105.1648777, "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": 1755187105.1651423, "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": 1755187105.1657436, "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": 1755187105.1660616, "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": 1755187105.1665533, "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": 1755187105.1668546, "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": 1755187105.1673367, "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": 1755187105.1676202, "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": 1755187105.1680856, "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": 1755187105.1683304, "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": 1755187105.169464, "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": 1755187105.1698337, "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": 1755187105.1706507, "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": 1755187105.1719701, "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": 1755187105.1728492, "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": 1755187105.1732044, "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": 1755187105.173544, "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": 1755187105.1749191, "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": 1755187105.1751554, "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": 1755187105.1762857, "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": 1755187105.176612, "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": 1755187105.1768973, "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": 1755187105.1795866, "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": 1755187105.1803343, "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": 1755187105.1809943, "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": 1755187105.181951, "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": 1755187105.1822412, "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": 1755187105.1843297, "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": 1755187105.1847107, "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": 1755187105.185177, "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": 1755187105.1856766, "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": 1755187105.1859803, "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": 1755187105.1864364, "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": 1755187105.186677, "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": 1755187105.18736, "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": 1755187105.1876712, "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": 1755187105.1880372, "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": 1755187105.1890085, "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": 1755187105.1914232, "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": 1755187105.1925325, "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": 1755187105.1931047, "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": 1755187105.1944644, "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": 1755187105.196702, "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": 1755187105.1981194, "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": 1755187105.198559, "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": 1755187105.1993785, "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": 1755187105.1998582, "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": 1755187105.2004333, "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": 1755187105.2010016, "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": 1755187105.201576, "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": 1755187105.201885, "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": 1755187105.202271, "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": 1755187105.2042742, "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": 1755187105.2055845, "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": 1755187105.2066553, "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": 1755187105.2073004, "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": 1755187105.2075667, "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": 1755187105.2078454, "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": 1755187105.2081099, "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": 1755187105.2083778, "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": 1755187105.2095177, "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": 1755187105.210055, "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": 1755187105.2105417, "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": 1755187105.211047, "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": 1755187105.2115123, "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": 1755187105.212047, "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": 1755187105.2125618, "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": 1755187105.213041, "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": 1755187105.2138565, "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": 1755187105.2158654, "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": 1755187105.2168531, "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": 1755187105.2171998, "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": 1755187105.2187448, "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": 1755187105.219467, "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": 1755187105.2205694, "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": 1755187105.2212906, "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": 1755187105.2220361, "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": 1755187105.2278447, "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": 1755187105.22852, "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": 1755187105.2290192, "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": 1755187105.2292328, "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": 1755187105.229439, "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": 1755187105.2299457, "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": 1755187105.231271, "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": 1755187105.2315927, "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": 1755187105.2319288, "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": 1755187105.2322378, "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": 1755187105.2355144, "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": 1755187105.2362854, "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": 1755187105.2370284, "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": 1755187105.2374322, "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": 1755187105.2378902, "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": 1755187105.2398841, "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": 1755187105.2409642, "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": 1755187105.2423828, "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": 1755187105.2432842, "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": 1755187105.2455652, "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": 1755187105.2463405, "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": 1755187105.246653, "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": 1755187105.2469752, "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": 1755187105.2473228, "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": 1755187105.247624, "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": 1755187105.2479408, "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": 1755187105.2486837, "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": 1755187105.2490263, "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": 1755187105.2493422, "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": 1755187105.2497659, "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": 1755187105.2500975, "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": 1755187105.2504315, "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": 1755187105.2529106, "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": 1755187105.2536194, "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": 1755187105.2541564, "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": 1755187105.2543669, "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": 1755187105.2545712, "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": 1755187105.2547739, "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": 1755187105.2569425, "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": 1755187105.265454, "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": 1755187105.2663393, "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": 1755187105.2666783, "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": 1755187105.267025, "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": 1755187105.2673497, "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": 1755187105.2676342, "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": 1755187105.267973, "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": 1755187105.2689164, "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": 1755187105.2691963, "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": 1755187105.2697234, "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": 1755187105.270282, "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": 1755187105.2705436, "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": 1755187105.2708106, "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": 1755187105.2710693, "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": 1755187105.2713223, "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": 1755187105.2724912, "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": 1755187105.2731085, "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": 1755187105.2733319, "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": 1755187105.2735589, "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": 1755187105.273898, "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": 1755187105.2741108, "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": 1755187105.2748845, "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": 1755187105.276092, "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": 1755187105.2765753, "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": 1755187105.2767978, "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": 1755187105.2770083, "supported_languages": null}, "macro.mailchimp.get_unsubscribe_columns": {"name": "get_unsubscribe_columns", "resource_type": "macro", "package_name": "mailchimp", "path": "macros/staging/get_unsubscribe_columns.sql", "original_file_path": "macros/staging/get_unsubscribe_columns.sql", "unique_id": "macro.mailchimp.get_unsubscribe_columns", "macro_sql": "{% macro get_unsubscribe_columns() %}\n\n{% set columns = [\n    {\"name\": \"_fivetran_synced\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"campaign_id\", \"datatype\": dbt.type_string()},\n    {\"name\": \"list_id\", \"datatype\": dbt.type_string()},\n    {\"name\": \"member_id\", \"datatype\": dbt.type_string()},\n    {\"name\": \"reason\", \"datatype\": dbt.type_int()},\n    {\"name\": \"timestamp\", \"datatype\": dbt.type_timestamp()}\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": 1755187105.2784073, "supported_languages": null}, "macro.mailchimp.get_campaign_recipient_columns": {"name": "get_campaign_recipient_columns", "resource_type": "macro", "package_name": "mailchimp", "path": "macros/staging/get_campaign_recipient_columns.sql", "original_file_path": "macros/staging/get_campaign_recipient_columns.sql", "unique_id": "macro.mailchimp.get_campaign_recipient_columns", "macro_sql": "{% macro get_campaign_recipient_columns() %}\n\n{% set columns = [\n    {\"name\": \"_fivetran_synced\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"campaign_id\", \"datatype\": dbt.type_string()},\n    {\"name\": \"combination_id\", \"datatype\": dbt.type_int()},\n    {\"name\": \"list_id\", \"datatype\": dbt.type_string()},\n    {\"name\": \"member_id\", \"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": 1755187105.279648, "supported_languages": null}, "macro.mailchimp.get_segment_columns": {"name": "get_segment_columns", "resource_type": "macro", "package_name": "mailchimp", "path": "macros/staging/get_segment_columns.sql", "original_file_path": "macros/staging/get_segment_columns.sql", "unique_id": "macro.mailchimp.get_segment_columns", "macro_sql": "{% macro get_segment_columns() %}\n\n{% set columns = [\n    {\"name\": \"_fivetran_deleted\", \"datatype\": \"boolean\"},\n    {\"name\": \"_fivetran_synced\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"created_at\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"id\", \"datatype\": dbt.type_int()},\n    {\"name\": \"list_id\", \"datatype\": dbt.type_string()},\n    {\"name\": \"member_count\", \"datatype\": dbt.type_int()},\n    {\"name\": \"name\", \"datatype\": dbt.type_string()},\n    {\"name\": \"type\", \"datatype\": dbt.type_string()},\n    {\"name\": \"updated_at\", \"datatype\": dbt.type_timestamp()}\n] %}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_timestamp", "macro.dbt.type_int", "macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1755187105.2815099, "supported_languages": null}, "macro.mailchimp.get_member_columns": {"name": "get_member_columns", "resource_type": "macro", "package_name": "mailchimp", "path": "macros/staging/get_member_columns.sql", "original_file_path": "macros/staging/get_member_columns.sql", "unique_id": "macro.mailchimp.get_member_columns", "macro_sql": "{% macro get_member_columns() %}\n\n{% set columns = [\n    {\"name\": \"_fivetran_synced\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"country_code\", \"datatype\": dbt.type_string()},\n    {\"name\": \"dstoff\", \"datatype\": dbt.type_float()},\n    {\"name\": \"email_address\", \"datatype\": dbt.type_string()},\n    {\"name\": \"email_client\", \"datatype\": dbt.type_string()},\n    {\"name\": \"email_type\", \"datatype\": dbt.type_string()},\n    {\"name\": \"gmtoff\", \"datatype\": dbt.type_float()},\n    {\"name\": \"id\", \"datatype\": dbt.type_string()},\n    {\"name\": \"ip_opt\", \"datatype\": dbt.type_string()},\n    {\"name\": \"ip_signup\", \"datatype\": dbt.type_string()},\n    {\"name\": \"language\", \"datatype\": dbt.type_string()},\n    {\"name\": \"last_changed\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"latitude\", \"datatype\": dbt.type_float()},\n    {\"name\": \"list_id\", \"datatype\": dbt.type_string()},\n    {\"name\": \"longitude\", \"datatype\": dbt.type_float()},\n    {\"name\": \"member_rating\", \"datatype\": dbt.type_int()},\n    {\"name\": \"status\", \"datatype\": dbt.type_string()},\n    {\"name\": \"timestamp_opt\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"timestamp_signup\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"timezone\", \"datatype\": dbt.type_string()},\n    {\"name\": \"unique_email_id\", \"datatype\": dbt.type_string()},\n    {\"name\": \"vip\", \"datatype\": \"boolean\"}\n] %}\n\n{{ fivetran_utils.add_pass_through_columns(columns, var('mailchimp__members_pass_through_columns')) }}\n\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_timestamp", "macro.dbt.type_string", "macro.dbt.type_float", "macro.dbt.type_int", "macro.fivetran_utils.add_pass_through_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1755187105.2857542, "supported_languages": null}, "macro.mailchimp.get_automation_recipient_columns": {"name": "get_automation_recipient_columns", "resource_type": "macro", "package_name": "mailchimp", "path": "macros/staging/get_automation_recipient_columns.sql", "original_file_path": "macros/staging/get_automation_recipient_columns.sql", "unique_id": "macro.mailchimp.get_automation_recipient_columns", "macro_sql": "{% macro get_automation_recipient_columns() %}\n\n{% set columns = [\n    {\"name\": \"_fivetran_synced\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"automation_email_id\", \"datatype\": dbt.type_string()},\n    {\"name\": \"list_id\", \"datatype\": dbt.type_string()},\n    {\"name\": \"member_id\", \"datatype\": dbt.type_string()}\n] %}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_timestamp", "macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1755187105.2868679, "supported_languages": null}, "macro.mailchimp.get_segment_member_columns": {"name": "get_segment_member_columns", "resource_type": "macro", "package_name": "mailchimp", "path": "macros/staging/get_segment_member_columns.sql", "original_file_path": "macros/staging/get_segment_member_columns.sql", "unique_id": "macro.mailchimp.get_segment_member_columns", "macro_sql": "{% macro get_segment_member_columns() %}\n\n{% set columns = [\n    {\"name\": \"_fivetran_deleted\", \"datatype\": \"boolean\"},\n    {\"name\": \"_fivetran_synced\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"list_id\", \"datatype\": dbt.type_string()},\n    {\"name\": \"member_id\", \"datatype\": dbt.type_string()},\n    {\"name\": \"segment_id\", \"datatype\": dbt.type_int()}\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": 1755187105.2880895, "supported_languages": null}, "macro.mailchimp.get_list_columns": {"name": "get_list_columns", "resource_type": "macro", "package_name": "mailchimp", "path": "macros/staging/get_list_columns.sql", "original_file_path": "macros/staging/get_list_columns.sql", "unique_id": "macro.mailchimp.get_list_columns", "macro_sql": "{% macro get_list_columns() %}\n\n{% set columns = [\n    {\"name\": \"_fivetran_deleted\", \"datatype\": \"boolean\"},\n    {\"name\": \"_fivetran_synced\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"beamer_address\", \"datatype\": dbt.type_string()},\n    {\"name\": \"contact_address_1\", \"datatype\": dbt.type_string()},\n    {\"name\": \"contact_address_2\", \"datatype\": dbt.type_int()},\n    {\"name\": \"contact_city\", \"datatype\": dbt.type_string()},\n    {\"name\": \"contact_company\", \"datatype\": dbt.type_string()},\n    {\"name\": \"contact_country\", \"datatype\": dbt.type_string()},\n    {\"name\": \"contact_state\", \"datatype\": dbt.type_string()},\n    {\"name\": \"contact_zip\", \"datatype\": dbt.type_string()},\n    {\"name\": \"date_created\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"default_from_email\", \"datatype\": dbt.type_string()},\n    {\"name\": \"default_from_name\", \"datatype\": dbt.type_string()},\n    {\"name\": \"default_language\", \"datatype\": dbt.type_string()},\n    {\"name\": \"default_subject\", \"datatype\": dbt.type_int()},\n    {\"name\": \"email_type_option\", \"datatype\": \"boolean\"},\n    {\"name\": \"id\", \"datatype\": dbt.type_string()},\n    {\"name\": \"list_rating\", \"datatype\": dbt.type_float()},\n    {\"name\": \"name\", \"datatype\": dbt.type_string()},\n    {\"name\": \"notify_on_subscribe\", \"datatype\": dbt.type_int()},\n    {\"name\": \"notify_on_unsubscribe\", \"datatype\": dbt.type_int()},\n    {\"name\": \"permission_reminder\", \"datatype\": dbt.type_string()},\n    {\"name\": \"subscribe_url_long\", \"datatype\": dbt.type_string()},\n    {\"name\": \"subscribe_url_short\", \"datatype\": dbt.type_string()},\n    {\"name\": \"use_archive_bar\", \"datatype\": \"boolean\"},\n    {\"name\": \"visibility\", \"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", "macro.dbt.type_float"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1755187105.2926404, "supported_languages": null}, "macro.mailchimp.get_campaign_recipient_activity_columns": {"name": "get_campaign_recipient_activity_columns", "resource_type": "macro", "package_name": "mailchimp", "path": "macros/staging/get_campaign_recipient_activity_columns.sql", "original_file_path": "macros/staging/get_campaign_recipient_activity_columns.sql", "unique_id": "macro.mailchimp.get_campaign_recipient_activity_columns", "macro_sql": "{% macro get_campaign_recipient_activity_columns() %}\n\n{% set columns = [\n    {\"name\": \"_fivetran_synced\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"action\", \"datatype\": dbt.type_string()},\n    {\"name\": \"bounce_type\", \"datatype\": dbt.type_int()},\n    {\"name\": \"campaign_id\", \"datatype\": dbt.type_string()},\n    {\"name\": \"combination_id\", \"datatype\": dbt.type_int()},\n    {\"name\": \"ip\", \"datatype\": dbt.type_string()},\n    {\"name\": \"list_id\", \"datatype\": dbt.type_string()},\n    {\"name\": \"member_id\", \"datatype\": dbt.type_string()},\n    {\"name\": \"timestamp\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"url\", \"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": 1755187105.2946923, "supported_languages": null}, "macro.mailchimp.get_automation_email_columns": {"name": "get_automation_email_columns", "resource_type": "macro", "package_name": "mailchimp", "path": "macros/staging/get_automation_email_columns.sql", "original_file_path": "macros/staging/get_automation_email_columns.sql", "unique_id": "macro.mailchimp.get_automation_email_columns", "macro_sql": "{% macro get_automation_email_columns() %}\n\n{% set columns = [\n    {\"name\": \"_fivetran_deleted\", \"datatype\": \"boolean\"},\n    {\"name\": \"_fivetran_synced\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"archive_url\", \"datatype\": dbt.type_string()},\n    {\"name\": \"authenticate\", \"datatype\": \"boolean\"},\n    {\"name\": \"auto_footer\", \"datatype\": \"boolean\"},\n    {\"name\": \"auto_tweet\", \"datatype\": \"boolean\"},\n    {\"name\": \"automation_id\", \"datatype\": dbt.type_string()},\n    {\"name\": \"clicktale\", \"datatype\": dbt.type_int()},\n    {\"name\": \"content_type\", \"datatype\": dbt.type_string()},\n    {\"name\": \"create_time\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"delay_action\", \"datatype\": dbt.type_string()},\n    {\"name\": \"delay_action_description\", \"datatype\": dbt.type_string()},\n    {\"name\": \"delay_amount\", \"datatype\": dbt.type_int()},\n    {\"name\": \"delay_direction\", \"datatype\": dbt.type_int()},\n    {\"name\": \"delay_full_description\", \"datatype\": dbt.type_string()},\n    {\"name\": \"delay_type\", \"datatype\": dbt.type_string()},\n    {\"name\": \"drag_and_drop\", \"datatype\": \"boolean\"},\n    {\"name\": \"fb_comments\", \"datatype\": \"boolean\"},\n    {\"name\": \"folder_id\", \"datatype\": dbt.type_int()},\n    {\"name\": \"from_name\", \"datatype\": dbt.type_string()},\n    {\"name\": \"google_analytics\", \"datatype\": dbt.type_string()},\n    {\"name\": \"id\", \"datatype\": dbt.type_string()},\n    {\"name\": \"inline_css\", \"datatype\": \"boolean\"},\n    {\"name\": \"position\", \"datatype\": dbt.type_int()},\n    {\"name\": \"reply_to\", \"datatype\": dbt.type_string()},\n    {\"name\": \"send_time\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"start_time\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"status\", \"datatype\": dbt.type_string()},\n    {\"name\": \"subject_line\", \"datatype\": dbt.type_string()},\n    {\"name\": \"template_id\", \"datatype\": dbt.type_int()},\n    {\"name\": \"timewarp\", \"datatype\": dbt.type_int()},\n    {\"name\": \"title\", \"datatype\": dbt.type_string()},\n    {\"name\": \"to_name\", \"datatype\": dbt.type_int()},\n    {\"name\": \"track_ecomm_360\", \"datatype\": \"boolean\"},\n    {\"name\": \"track_goals\", \"datatype\": \"boolean\"},\n    {\"name\": \"track_html_clicks\", \"datatype\": \"boolean\"},\n    {\"name\": \"track_opens\", \"datatype\": \"boolean\"},\n    {\"name\": \"track_text_clicks\", \"datatype\": \"boolean\"},\n    {\"name\": \"use_conversation\", \"datatype\": dbt.type_int()}\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": 1755187105.3012128, "supported_languages": null}, "macro.mailchimp.get_automation_columns": {"name": "get_automation_columns", "resource_type": "macro", "package_name": "mailchimp", "path": "macros/staging/get_automation_columns.sql", "original_file_path": "macros/staging/get_automation_columns.sql", "unique_id": "macro.mailchimp.get_automation_columns", "macro_sql": "{% macro get_automation_columns() %}\n\n{% set columns = [\n    {\"name\": \"_fivetran_deleted\", \"datatype\": \"boolean\"},\n    {\"name\": \"_fivetran_synced\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"create_time\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"id\", \"datatype\": dbt.type_string()},\n    {\"name\": \"list_id\", \"datatype\": dbt.type_string()},\n    {\"name\": \"segment_id\", \"datatype\": dbt.type_int()},\n    {\"name\": \"segment_text\", \"datatype\": dbt.type_int()},\n    {\"name\": \"start_time\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"status\", \"datatype\": dbt.type_string()},\n    {\"name\": \"title\", \"datatype\": dbt.type_string()},\n    {\"name\": \"trigger_settings\", \"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": 1755187105.303408, "supported_languages": null}, "macro.mailchimp.get_automation_recipient_activity_columns": {"name": "get_automation_recipient_activity_columns", "resource_type": "macro", "package_name": "mailchimp", "path": "macros/staging/get_automation_recipient_activity_columns.sql", "original_file_path": "macros/staging/get_automation_recipient_activity_columns.sql", "unique_id": "macro.mailchimp.get_automation_recipient_activity_columns", "macro_sql": "{% macro get_automation_recipient_activity_columns() %}\n\n{% set columns = [\n    {\"name\": \"_fivetran_synced\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"action\", \"datatype\": dbt.type_string()},\n    {\"name\": \"automation_email_id\", \"datatype\": dbt.type_string()},\n    {\"name\": \"bounce_type\", \"datatype\": dbt.type_int()},\n    {\"name\": \"ip\", \"datatype\": dbt.type_string()},\n    {\"name\": \"list_id\", \"datatype\": dbt.type_string()},\n    {\"name\": \"member_id\", \"datatype\": dbt.type_string()},\n    {\"name\": \"timestamp\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"url\", \"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": 1755187105.3052828, "supported_languages": null}, "macro.mailchimp.get_campaign_columns": {"name": "get_campaign_columns", "resource_type": "macro", "package_name": "mailchimp", "path": "macros/staging/get_campaign_columns.sql", "original_file_path": "macros/staging/get_campaign_columns.sql", "unique_id": "macro.mailchimp.get_campaign_columns", "macro_sql": "{% macro get_campaign_columns() %}\n\n{% set columns = [\n    {\"name\": \"_fivetran_deleted\", \"datatype\": \"boolean\"},\n    {\"name\": \"_fivetran_synced\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"archive_url\", \"datatype\": dbt.type_string()},\n    {\"name\": \"authenticate\", \"datatype\": \"boolean\"},\n    {\"name\": \"auto_footer\", \"datatype\": \"boolean\"},\n    {\"name\": \"auto_tweet\", \"datatype\": \"boolean\"},\n    {\"name\": \"clicktale\", \"datatype\": dbt.type_string()},\n    {\"name\": \"content_type\", \"datatype\": dbt.type_string()},\n    {\"name\": \"create_time\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"drag_and_drop\", \"datatype\": \"boolean\"},\n    {\"name\": \"fb_comments\", \"datatype\": \"boolean\"},\n    {\"name\": \"folder_id\", \"datatype\": dbt.type_int()},\n    {\"name\": \"from_name\", \"datatype\": dbt.type_string()},\n    {\"name\": \"google_analytics\", \"datatype\": dbt.type_string()},\n    {\"name\": \"id\", \"datatype\": dbt.type_string()},\n    {\"name\": \"inline_css\", \"datatype\": \"boolean\"},\n    {\"name\": \"list_id\", \"datatype\": dbt.type_string()},\n    {\"name\": \"long_archive_url\", \"datatype\": dbt.type_string()},\n    {\"name\": \"reply_to\", \"datatype\": dbt.type_string()},\n    {\"name\": \"segment_id\", \"datatype\": dbt.type_int()},\n    {\"name\": \"segment_text\", \"datatype\": dbt.type_int()},\n    {\"name\": \"send_time\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"status\", \"datatype\": dbt.type_string()},\n    {\"name\": \"subject_line\", \"datatype\": dbt.type_string()},\n    {\"name\": \"template_id\", \"datatype\": dbt.type_int()},\n    {\"name\": \"test_size\", \"datatype\": dbt.type_int()},\n    {\"name\": \"timewarp\", \"datatype\": \"boolean\"},\n    {\"name\": \"title\", \"datatype\": dbt.type_string()},\n    {\"name\": \"to_name\", \"datatype\": dbt.type_string()},\n    {\"name\": \"track_ecomm_360\", \"datatype\": \"boolean\"},\n    {\"name\": \"track_goals\", \"datatype\": \"boolean\"},\n    {\"name\": \"track_html_clicks\", \"datatype\": \"boolean\"},\n    {\"name\": \"track_opens\", \"datatype\": \"boolean\"},\n    {\"name\": \"track_text_clicks\", \"datatype\": \"boolean\"},\n    {\"name\": \"type\", \"datatype\": dbt.type_string()},\n    {\"name\": \"use_conversation\", \"datatype\": \"boolean\"},\n    {\"name\": \"wait_time\", \"datatype\": dbt.type_int()},\n    {\"name\": \"winner_criteria\", \"datatype\": dbt.type_int()},\n    {\"name\": \"winning_campaign_id\", \"datatype\": dbt.type_int()},\n    {\"name\": \"winning_combination_id\", \"datatype\": dbt.type_int()}\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": 1755187105.3119082, "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": 1755187105.31246, "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": 1755187105.312727, "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": 1755187105.3137698, "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": 1755187105.3142, "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": 1755187105.3145282, "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": 1755187105.314917, "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": 1755187105.3152485, "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": 1755187105.315575, "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": 1755187105.3159254, "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": 1755187105.316559, "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": 1755187105.3176742, "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": 1755187105.3184426, "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": 1755187105.3198442, "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": 1755187105.321275, "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": 1755187105.3249083, "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": 1755187105.3258374, "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": 1755187105.3269768, "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": 1755187105.3274224, "supported_languages": null}, "macro.dbt_utils.default__date_spine": {"name": "default__date_spine", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/date_spine.sql", "original_file_path": "macros/sql/date_spine.sql", "unique_id": "macro.dbt_utils.default__date_spine", "macro_sql": "{% macro default__date_spine(datepart, start_date, end_date) %}\n\n\n{# call as follows:\n\ndate_spine(\n    \"day\",\n    \"to_date('01/01/2016', 'mm/dd/yyyy')\",\n    \"dbt.dateadd(week, 1, current_date)\"\n) #}\n\n\nwith rawdata as (\n\n    {{dbt_utils.generate_series(\n        dbt_utils.get_intervals_between(start_date, end_date, datepart)\n    )}}\n\n),\n\nall_periods as (\n\n    select (\n        {{\n            dbt.dateadd(\n                datepart,\n                \"row_number() over (order by 1) - 1\",\n                start_date\n            )\n        }}\n    ) as date_{{datepart}}\n    from rawdata\n\n),\n\nfiltered as (\n\n    select *\n    from all_periods\n    where date_{{datepart}} <= {{ end_date }}\n\n)\n\nselect * from filtered\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.generate_series", "macro.dbt_utils.get_intervals_between", "macro.dbt.dateadd"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1755187105.3281188, "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": 1755187105.3287196, "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": 1755187105.3290079, "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": 1755187105.3292747, "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": 1755187105.3295362, "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": 1755187105.3301938, "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": 1755187105.3306425, "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": 1755187105.3312275, "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": 1755187105.3318894, "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": 1755187105.332396, "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": 1755187105.3328912, "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": 1755187105.3342257, "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": 1755187105.3371124, "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": 1755187105.3379638, "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": 1755187105.3388662, "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": 1755187105.3392553, "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": 1755187105.3399851, "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": 1755187105.3405252, "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": 1755187105.3420017, "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": 1755187105.3426926, "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": 1755187105.3439872, "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": 1755187105.3453526, "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": 1755187105.3463206, "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": 1755187105.346955, "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": 1755187105.347991, "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": 1755187105.3487437, "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": 1755187105.3501456, "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": 1755187105.3507538, "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": 1755187105.3517964, "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": 1755187105.3531046, "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": 1755187105.3561532, "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": 1755187105.3569975, "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": 1755187105.3577743, "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": 1755187105.3581517, "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": 1755187105.3591402, "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": 1755187105.359685, "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": 1755187105.3603506, "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": 1755187105.3622591, "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": 1755187105.3687577, "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": 1755187105.3696957, "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": 1755187105.3713145, "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": 1755187105.3721497, "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": 1755187105.3726737, "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": 1755187105.373819, "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": 1755187105.375343, "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": 1755187105.376042, "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": 1755187105.3772576, "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": 1755187105.3787243, "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": 1755187105.3803556, "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": 1755187105.381244, "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": 1755187105.3828537, "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": 1755187105.3834288, "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": 1755187105.3840501, "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": 1755187105.3846586, "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": 1755187105.3861468, "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": 1755187105.386749, "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": 1755187105.3876905, "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": 1755187105.388641, "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": 1755187105.3895545, "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": 1755187105.3903108, "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": 1755187105.3912008, "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": 1755187105.3919256, "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": 1755187105.3925688, "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": 1755187105.393446, "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": 1755187105.3951018, "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": 1755187105.3961732, "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": 1755187105.3981206, "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": 1755187105.3989599, "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": 1755187105.4006622, "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": 1755187105.4014556, "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": 1755187105.4022102, "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": 1755187105.4032829, "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": 1755187105.405324, "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": 1755187105.4074435, "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": 1755187105.4148982, "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": 1755187105.415634, "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": 1755187105.4162285, "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": 1755187105.4171999, "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": 1755187105.4187572, "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": 1755187105.4195535, "supported_languages": null}, "macro.dbt_utils.default__test_unique_combination_of_columns": {"name": "default__test_unique_combination_of_columns", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/unique_combination_of_columns.sql", "original_file_path": "macros/generic_tests/unique_combination_of_columns.sql", "unique_id": "macro.dbt_utils.default__test_unique_combination_of_columns", "macro_sql": "{% macro default__test_unique_combination_of_columns(model, combination_of_columns, quote_columns=false) %}\n\n{% if not quote_columns %}\n    {%- set column_list=combination_of_columns %}\n{% elif quote_columns %}\n    {%- set column_list=[] %}\n        {% for column in combination_of_columns -%}\n            {% set column_list = column_list.append( adapter.quote(column) ) %}\n        {%- endfor %}\n{% else %}\n    {{ exceptions.raise_compiler_error(\n        \"`quote_columns` argument for unique_combination_of_columns test must be one of [True, False] Got: '\" ~ quote ~\"'.'\"\n    ) }}\n{% endif %}\n\n{%- set columns_csv=column_list | join(', ') %}\n\n\nwith validation_errors as (\n\n    select\n        {{ columns_csv }}\n    from {{ model }}\n    group by {{ columns_csv }}\n    having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1755187105.4208407, "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": 1755187105.4223084, "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": 1755187105.4251971, "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": 1755187105.425912, "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": 1755187105.4266078, "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": 1755187105.4276145, "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": 1755187105.4293728, "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": 1755187105.4302638, "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": 1755187105.4309297, "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": 1755187105.4314117, "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": 1755187105.4317303, "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": 1755187105.4322155, "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": 1755187105.432547, "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": 1755187105.4340258, "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": 1755187105.4345546, "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": 1755187105.4349418, "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": 1755187105.436332, "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": 1755187105.437173, "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.mailchimp.campaign_sends": {"name": "campaign_sends", "resource_type": "doc", "package_name": "mailchimp", "path": "mailchimp.md", "original_file_path": "models/mailchimp.md", "unique_id": "doc.mailchimp.campaign_sends", "block_contents": "The number of sent emails from campaigns."}, "doc.mailchimp.campaign_opens": {"name": "campaign_opens", "resource_type": "doc", "package_name": "mailchimp", "path": "mailchimp.md", "original_file_path": "models/mailchimp.md", "unique_id": "doc.mailchimp.campaign_opens", "block_contents": "The number of open events from campaign emails. \nThe same email being opened multiple times is included in this metric."}, "doc.mailchimp.campaign_clicks": {"name": "campaign_clicks", "resource_type": "doc", "package_name": "mailchimp", "path": "mailchimp.md", "original_file_path": "models/mailchimp.md", "unique_id": "doc.mailchimp.campaign_clicks", "block_contents": "The number of click events from campaign emails. \nThe same email being clicked multiple times is included in this metric."}, "doc.mailchimp.campaign_unique_opens": {"name": "campaign_unique_opens", "resource_type": "doc", "package_name": "mailchimp", "path": "mailchimp.md", "original_file_path": "models/mailchimp.md", "unique_id": "doc.mailchimp.campaign_unique_opens", "block_contents": "The unique number of emails opened from campaign emails. \nIf a given email to a user was opened multiple times, it will only count once in this metric.\nThis is the metric for opens that is reported by Mailchimp."}, "doc.mailchimp.campaign_unique_clicks": {"name": "campaign_unique_clicks", "resource_type": "doc", "package_name": "mailchimp", "path": "mailchimp.md", "original_file_path": "models/mailchimp.md", "unique_id": "doc.mailchimp.campaign_unique_clicks", "block_contents": "The unique number of emails clicked from campaign emails. \nIf a given email to a user was clicked multiple times, it will only count once in this metric.\nThis is the metric for clicks that is reported by Mailchimp."}, "doc.mailchimp.campaign_unsubscribes": {"name": "campaign_unsubscribes", "resource_type": "doc", "package_name": "mailchimp", "path": "mailchimp.md", "original_file_path": "models/mailchimp.md", "unique_id": "doc.mailchimp.campaign_unsubscribes", "block_contents": "The number of users who have unsubscribed from campaign emails."}, "doc.mailchimp.automation_sends": {"name": "automation_sends", "resource_type": "doc", "package_name": "mailchimp", "path": "mailchimp.md", "original_file_path": "models/mailchimp.md", "unique_id": "doc.mailchimp.automation_sends", "block_contents": "The number of sent emails from automations."}, "doc.mailchimp.automation_opens": {"name": "automation_opens", "resource_type": "doc", "package_name": "mailchimp", "path": "mailchimp.md", "original_file_path": "models/mailchimp.md", "unique_id": "doc.mailchimp.automation_opens", "block_contents": "The number of open events from automation emails. \nThe same email being opened multiple times is included in this metric."}, "doc.mailchimp.automation_clicks": {"name": "automation_clicks", "resource_type": "doc", "package_name": "mailchimp", "path": "mailchimp.md", "original_file_path": "models/mailchimp.md", "unique_id": "doc.mailchimp.automation_clicks", "block_contents": "The number of click events from automation emails. \nThe same email being clicked multiple times is included in this metric."}, "doc.mailchimp.automation_unique_opens": {"name": "automation_unique_opens", "resource_type": "doc", "package_name": "mailchimp", "path": "mailchimp.md", "original_file_path": "models/mailchimp.md", "unique_id": "doc.mailchimp.automation_unique_opens", "block_contents": "The unique number of emails opened from automation emails. \nIf a given email to a user was opened multiple times, it will only count once in this metric.\nThis is the metric for opens that is reported by Mailchimp."}, "doc.mailchimp.automation_unique_clicks": {"name": "automation_unique_clicks", "resource_type": "doc", "package_name": "mailchimp", "path": "mailchimp.md", "original_file_path": "models/mailchimp.md", "unique_id": "doc.mailchimp.automation_unique_clicks", "block_contents": "The unique number of emails clicked from automation emails. \nIf a given email to a user was clicked multiple times, it will only count once in this metric.\nThis is the metric for clicks that is reported by Mailchimp."}, "doc.mailchimp.automation_unsubscribes": {"name": "automation_unsubscribes", "resource_type": "doc", "package_name": "mailchimp", "path": "mailchimp.md", "original_file_path": "models/mailchimp.md", "unique_id": "doc.mailchimp.automation_unsubscribes", "block_contents": "The number of users who have unsubscribed from automation emails."}}, "exposures": {}, "metrics": {}, "groups": {}, "selectors": {}, "disabled": {"test.mailchimp_integration_tests.consistency_automation_emails": [{"database": "postgres", "schema": "public_dbt_test__audit", "name": "consistency_automation_emails", "resource_type": "test", "package_name": "mailchimp_integration_tests", "path": "consistency/consistency_automation_emails.sql", "original_file_path": "tests/consistency/consistency_automation_emails.sql", "unique_id": "test.mailchimp_integration_tests.consistency_automation_emails", "fqn": ["mailchimp_integration_tests", "consistency", "consistency_automation_emails"], "alias": "consistency_automation_emails", "checksum": {"name": "sha256", "checksum": "02724abab0abcd4f9afe31ba3d8fd77445cc16211bac4cfb74261e14d770e3c9"}, "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": 1755187106.1243043, "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 {{ dbt_utils.star(from=ref('mailchimp__automation_emails'), except=var('consistency_test_exclude_cols', [])) }}\n    from {{ target.schema }}_mailchimp_prod.mailchimp__automation_emails\n),\n\ndev as (\n    select {{ dbt_utils.star(from=ref('mailchimp__automation_emails'), except=var('consistency_test_exclude_cols', [])) }}\n    from {{ target.schema }}_mailchimp_dev.mailchimp__automation_emails\n), \n\nprod_not_in_dev as (\n    -- rows from prod not found in dev\n    select * from prod\n    except distinct\n    select * from dev\n),\n\ndev_not_in_prod as (\n    -- rows from dev not found in prod\n    select * from dev\n    except distinct\n    select * from prod\n),\n\nfinal as (\n    select\n        *,\n        'from prod' as source\n    from prod_not_in_dev\n\n    union all -- union since we only care if rows are produced\n\n    select\n        *,\n        'from dev' as source\n    from dev_not_in_prod\n)\n\nselect *\nfrom final", "doc_blocks": [], "language": "sql", "refs": [{"name": "mailchimp__automation_emails", "package": null, "version": null}, {"name": "mailchimp__automation_emails", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.star"], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.mailchimp_integration_tests.consistency_lists": [{"database": "postgres", "schema": "public_dbt_test__audit", "name": "consistency_lists", "resource_type": "test", "package_name": "mailchimp_integration_tests", "path": "consistency/consistency_lists.sql", "original_file_path": "tests/consistency/consistency_lists.sql", "unique_id": "test.mailchimp_integration_tests.consistency_lists", "fqn": ["mailchimp_integration_tests", "consistency", "consistency_lists"], "alias": "consistency_lists", "checksum": {"name": "sha256", "checksum": "f5ed1591cbc94a4bc33ae461b5c7eb6da7a02d7aa3dbd18bb6e39dfa95963df6"}, "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": 1755187106.1730535, "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 {{ dbt_utils.star(from=ref('mailchimp__lists'), except=var('consistency_test_exclude_cols', [])) }}\n    from {{ target.schema }}_mailchimp_prod.mailchimp__lists\n),\n\ndev as (\n    select {{ dbt_utils.star(from=ref('mailchimp__lists'), except=var('consistency_test_exclude_cols', [])) }}\n    from {{ target.schema }}_mailchimp_dev.mailchimp__lists\n), \n\nprod_not_in_dev as (\n    -- rows from prod not found in dev\n    select * from prod\n    except distinct\n    select * from dev\n),\n\ndev_not_in_prod as (\n    -- rows from dev not found in prod\n    select * from dev\n    except distinct\n    select * from prod\n),\n\nfinal as (\n    select\n        *,\n        'from prod' as source\n    from prod_not_in_dev\n\n    union all -- union since we only care if rows are produced\n\n    select\n        *,\n        'from dev' as source\n    from dev_not_in_prod\n)\n\nselect *\nfrom final", "doc_blocks": [], "language": "sql", "refs": [{"name": "mailchimp__lists", "package": null, "version": null}, {"name": "mailchimp__lists", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.star"], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.mailchimp_integration_tests.consistency_members": [{"database": "postgres", "schema": "public_dbt_test__audit", "name": "consistency_members", "resource_type": "test", "package_name": "mailchimp_integration_tests", "path": "consistency/consistency_members.sql", "original_file_path": "tests/consistency/consistency_members.sql", "unique_id": "test.mailchimp_integration_tests.consistency_members", "fqn": ["mailchimp_integration_tests", "consistency", "consistency_members"], "alias": "consistency_members", "checksum": {"name": "sha256", "checksum": "268345a70dff570d21816f8af6ef8e0a161f980ef19b7cf3ee765be51d80246a"}, "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": 1755187106.1807313, "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 {{ dbt_utils.star(from=ref('mailchimp__members'), except=var('consistency_test_exclude_cols', [])) }}\n    from {{ target.schema }}_mailchimp_prod.mailchimp__members\n),\n\ndev as (\n    select {{ dbt_utils.star(from=ref('mailchimp__members'), except=var('consistency_test_exclude_cols', [])) }}\n    from {{ target.schema }}_mailchimp_dev.mailchimp__members\n), \n\nprod_not_in_dev as (\n    -- rows from prod not found in dev\n    select * from prod\n    except distinct\n    select * from dev\n),\n\ndev_not_in_prod as (\n    -- rows from dev not found in prod\n    select * from dev\n    except distinct\n    select * from prod\n),\n\nfinal as (\n    select\n        *,\n        'from prod' as source\n    from prod_not_in_dev\n\n    union all -- union since we only care if rows are produced\n\n    select\n        *,\n        'from dev' as source\n    from dev_not_in_prod\n)\n\nselect *\nfrom final", "doc_blocks": [], "language": "sql", "refs": [{"name": "mailchimp__members", "package": null, "version": null}, {"name": "mailchimp__members", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.star"], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.mailchimp_integration_tests.consistency_campaign_activities": [{"database": "postgres", "schema": "public_dbt_test__audit", "name": "consistency_campaign_activities", "resource_type": "test", "package_name": "mailchimp_integration_tests", "path": "consistency/consistency_campaign_activities.sql", "original_file_path": "tests/consistency/consistency_campaign_activities.sql", "unique_id": "test.mailchimp_integration_tests.consistency_campaign_activities", "fqn": ["mailchimp_integration_tests", "consistency", "consistency_campaign_activities"], "alias": "consistency_campaign_activities", "checksum": {"name": "sha256", "checksum": "d61745e72dbc2f90043aeea556df72705ad1053407c48d7bbe9fbbd4c37e7d95"}, "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": 1755187106.1882908, "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 {{ dbt_utils.star(from=ref('mailchimp__campaign_activities'), except=var('consistency_test_exclude_cols', [])) }}\n    from {{ target.schema }}_mailchimp_prod.mailchimp__campaign_activities\n),\n\ndev as (\n    select {{ dbt_utils.star(from=ref('mailchimp__campaign_activities'), except=var('consistency_test_exclude_cols', [])) }}\n    from {{ target.schema }}_mailchimp_dev.mailchimp__campaign_activities\n), \n\nprod_not_in_dev as (\n    -- rows from prod not found in dev\n    select * from prod\n    except distinct\n    select * from dev\n),\n\ndev_not_in_prod as (\n    -- rows from dev not found in prod\n    select * from dev\n    except distinct\n    select * from prod\n),\n\nfinal as (\n    select\n        *,\n        'from prod' as source\n    from prod_not_in_dev\n\n    union all -- union since we only care if rows are produced\n\n    select\n        *,\n        'from dev' as source\n    from dev_not_in_prod\n)\n\nselect *\nfrom final", "doc_blocks": [], "language": "sql", "refs": [{"name": "mailchimp__campaign_activities", "package": null, "version": null}, {"name": "mailchimp__campaign_activities", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.star"], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.mailchimp_integration_tests.consistency_campaign_recipients": [{"database": "postgres", "schema": "public_dbt_test__audit", "name": "consistency_campaign_recipients", "resource_type": "test", "package_name": "mailchimp_integration_tests", "path": "consistency/consistency_campaign_recipients.sql", "original_file_path": "tests/consistency/consistency_campaign_recipients.sql", "unique_id": "test.mailchimp_integration_tests.consistency_campaign_recipients", "fqn": ["mailchimp_integration_tests", "consistency", "consistency_campaign_recipients"], "alias": "consistency_campaign_recipients", "checksum": {"name": "sha256", "checksum": "79f88898589ce33032203d4a4a05ab10e1e06351f02ce53bfc605eaba2c1f07b"}, "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": 1755187106.196803, "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 {{ dbt_utils.star(from=ref('mailchimp__campaign_recipients'), except=var('consistency_test_exclude_cols', [])) }}\n    from {{ target.schema }}_mailchimp_prod.mailchimp__campaign_recipients\n),\n\ndev as (\n    select {{ dbt_utils.star(from=ref('mailchimp__campaign_recipients'), except=var('consistency_test_exclude_cols', [])) }}\n    from {{ target.schema }}_mailchimp_dev.mailchimp__campaign_recipients\n), \n\nprod_not_in_dev as (\n    -- rows from prod not found in dev\n    select * from prod\n    except distinct\n    select * from dev\n),\n\ndev_not_in_prod as (\n    -- rows from dev not found in prod\n    select * from dev\n    except distinct\n    select * from prod\n),\n\nfinal as (\n    select\n        *,\n        'from prod' as source\n    from prod_not_in_dev\n\n    union all -- union since we only care if rows are produced\n\n    select\n        *,\n        'from dev' as source\n    from dev_not_in_prod\n)\n\nselect *\nfrom final", "doc_blocks": [], "language": "sql", "refs": [{"name": "mailchimp__campaign_recipients", "package": null, "version": null}, {"name": "mailchimp__campaign_recipients", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.star"], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.mailchimp_integration_tests.consistency_segments": [{"database": "postgres", "schema": "public_dbt_test__audit", "name": "consistency_segments", "resource_type": "test", "package_name": "mailchimp_integration_tests", "path": "consistency/consistency_segments.sql", "original_file_path": "tests/consistency/consistency_segments.sql", "unique_id": "test.mailchimp_integration_tests.consistency_segments", "fqn": ["mailchimp_integration_tests", "consistency", "consistency_segments"], "alias": "consistency_segments", "checksum": {"name": "sha256", "checksum": "4172b3e5c304abd942bc09505a48e7733f569eee97b308508591dea8a72e436a"}, "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": 1755187106.2044675, "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 {{ dbt_utils.star(from=ref('mailchimp__segments'), except=var('consistency_test_exclude_cols', [])) }}\n    from {{ target.schema }}_mailchimp_prod.mailchimp__segments\n),\n\ndev as (\n    select {{ dbt_utils.star(from=ref('mailchimp__segments'), except=var('consistency_test_exclude_cols', [])) }}\n    from {{ target.schema }}_mailchimp_dev.mailchimp__segments\n), \n\nprod_not_in_dev as (\n    -- rows from prod not found in dev\n    select * from prod\n    except distinct\n    select * from dev\n),\n\ndev_not_in_prod as (\n    -- rows from dev not found in prod\n    select * from dev\n    except distinct\n    select * from prod\n),\n\nfinal as (\n    select\n        *,\n        'from prod' as source\n    from prod_not_in_dev\n\n    union all -- union since we only care if rows are produced\n\n    select\n        *,\n        'from dev' as source\n    from dev_not_in_prod\n)\n\nselect *\nfrom final", "doc_blocks": [], "language": "sql", "refs": [{"name": "mailchimp__segments", "package": null, "version": null}, {"name": "mailchimp__segments", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.star"], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.mailchimp_integration_tests.consistency_campaigns": [{"database": "postgres", "schema": "public_dbt_test__audit", "name": "consistency_campaigns", "resource_type": "test", "package_name": "mailchimp_integration_tests", "path": "consistency/consistency_campaigns.sql", "original_file_path": "tests/consistency/consistency_campaigns.sql", "unique_id": "test.mailchimp_integration_tests.consistency_campaigns", "fqn": ["mailchimp_integration_tests", "consistency", "consistency_campaigns"], "alias": "consistency_campaigns", "checksum": {"name": "sha256", "checksum": "f0e77857061dafdd5e982bf619fd95ed918294a231381d30cb3af91c9152ac2c"}, "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": 1755187106.21212, "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 {{ dbt_utils.star(from=ref('mailchimp__campaigns'), except=var('consistency_test_exclude_cols', [])) }}\n    from {{ target.schema }}_mailchimp_prod.mailchimp__campaigns\n),\n\ndev as (\n    select {{ dbt_utils.star(from=ref('mailchimp__campaigns'), except=var('consistency_test_exclude_cols', [])) }}\n    from {{ target.schema }}_mailchimp_dev.mailchimp__campaigns\n), \n\nprod_not_in_dev as (\n    -- rows from prod not found in dev\n    select * from prod\n    except distinct\n    select * from dev\n),\n\ndev_not_in_prod as (\n    -- rows from dev not found in prod\n    select * from dev\n    except distinct\n    select * from prod\n),\n\nfinal as (\n    select\n        *,\n        'from prod' as source\n    from prod_not_in_dev\n\n    union all -- union since we only care if rows are produced\n\n    select\n        *,\n        'from dev' as source\n    from dev_not_in_prod\n)\n\nselect *\nfrom final", "doc_blocks": [], "language": "sql", "refs": [{"name": "mailchimp__campaigns", "package": null, "version": null}, {"name": "mailchimp__campaigns", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.star"], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.mailchimp_integration_tests.consistency_automation_activities": [{"database": "postgres", "schema": "public_dbt_test__audit", "name": "consistency_automation_activities", "resource_type": "test", "package_name": "mailchimp_integration_tests", "path": "consistency/consistency_automation_activities.sql", "original_file_path": "tests/consistency/consistency_automation_activities.sql", "unique_id": "test.mailchimp_integration_tests.consistency_automation_activities", "fqn": ["mailchimp_integration_tests", "consistency", "consistency_automation_activities"], "alias": "consistency_automation_activities", "checksum": {"name": "sha256", "checksum": "81713f24712739601c48a3063bb9e03ddef8b552454070ae70a8eea3ce041231"}, "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": 1755187106.2197413, "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 {{ dbt_utils.star(from=ref('mailchimp__automation_activities'), except=var('consistency_test_exclude_cols', [])) }}\n    from {{ target.schema }}_mailchimp_prod.mailchimp__automation_activities\n),\n\ndev as (\n    select {{ dbt_utils.star(from=ref('mailchimp__automation_activities'), except=var('consistency_test_exclude_cols', [])) }}\n    from {{ target.schema }}_mailchimp_dev.mailchimp__automation_activities\n), \n\nprod_not_in_dev as (\n    -- rows from prod not found in dev\n    select * from prod\n    except distinct\n    select * from dev\n),\n\ndev_not_in_prod as (\n    -- rows from dev not found in prod\n    select * from dev\n    except distinct\n    select * from prod\n),\n\nfinal as (\n    select\n        *,\n        'from prod' as source\n    from prod_not_in_dev\n\n    union all -- union since we only care if rows are produced\n\n    select\n        *,\n        'from dev' as source\n    from dev_not_in_prod\n)\n\nselect *\nfrom final", "doc_blocks": [], "language": "sql", "refs": [{"name": "mailchimp__automation_activities", "package": null, "version": null}, {"name": "mailchimp__automation_activities", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.star"], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.mailchimp_integration_tests.consistency_automations": [{"database": "postgres", "schema": "public_dbt_test__audit", "name": "consistency_automations", "resource_type": "test", "package_name": "mailchimp_integration_tests", "path": "consistency/consistency_automations.sql", "original_file_path": "tests/consistency/consistency_automations.sql", "unique_id": "test.mailchimp_integration_tests.consistency_automations", "fqn": ["mailchimp_integration_tests", "consistency", "consistency_automations"], "alias": "consistency_automations", "checksum": {"name": "sha256", "checksum": "97d56ff8df5bee332e42eac741d5c06f35f372142f79cbfb2855b8e4b7f02748"}, "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": 1755187106.2283142, "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 {{ dbt_utils.star(from=ref('mailchimp__automations'), \n        except=['trigger_settings'] + var('consistency_test_exclude_cols', [])) }}\n        -- have to exclude trigger_settings since it's a json column\n    from {{ target.schema }}_mailchimp_prod.mailchimp__automations\n),\n\ndev as (\n    select {{ dbt_utils.star(from=ref('mailchimp__automations'), \n        except=['trigger_settings'] + var('consistency_test_exclude_cols', [])) }}\n    from {{ target.schema }}_mailchimp_dev.mailchimp__automations\n), \n\nprod_not_in_dev as (\n    -- rows from prod not found in dev\n    select * from prod\n    except distinct\n    select * from dev\n),\n\ndev_not_in_prod as (\n    -- rows from dev not found in prod\n    select * from dev\n    except distinct\n    select * from prod\n),\n\nfinal as (\n    select\n        *,\n        'from prod' as source\n    from prod_not_in_dev\n\n    union all -- union since we only care if rows are produced\n\n    select\n        *,\n        'from dev' as source\n    from dev_not_in_prod\n)\n\nselect *\nfrom final", "doc_blocks": [], "language": "sql", "refs": [{"name": "mailchimp__automations", "package": null, "version": null}, {"name": "mailchimp__automations", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.star"], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}]}, "parent_map": {"seed.mailchimp_integration_tests.member": [], "seed.mailchimp_integration_tests.campaign_recipient": [], "seed.mailchimp_integration_tests.campaign": [], "seed.mailchimp_integration_tests.list": [], "seed.mailchimp_integration_tests.campaign_recipient_activity": [], "seed.mailchimp_integration_tests.unsubscribe": [], "seed.mailchimp_integration_tests.segment_member": [], "seed.mailchimp_integration_tests.segment": [], "seed.mailchimp_integration_tests.automation_recipient_activity": [], "seed.mailchimp_integration_tests.automation": [], "seed.mailchimp_integration_tests.automation_recipient": [], "seed.mailchimp_integration_tests.automation_email": [], "model.mailchimp.mailchimp__campaign_recipients": ["model.mailchimp.int_mailchimp__campaign_activities_by_email", "model.mailchimp.stg_mailchimp__campaign_recipients", "model.mailchimp.stg_mailchimp__campaigns", "model.mailchimp.stg_mailchimp__unsubscribes"], "model.mailchimp.mailchimp__campaigns": ["model.mailchimp.int_mailchimp__campaign_activities_by_campaign", 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false, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "event_time": null, "concurrent_batches": null, "delimiter": ",", "quote_columns": false}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": false, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"docs": {"show": false}, "quote_columns": "{{ true if target.type == 'redshift' else false }}", "column_types": {"_fivetran_synced": "timestamp"}}, "created_at": 1762480776.6482313, "relation_name": "\"postgres\".\"public\".\"automation_recipient\"", "raw_code": "", "doc_blocks": [], "root_path": "/home/runner/work/dbt_mailchimp/dbt_mailchimp/integration_tests", "depends_on": {"macros": []}}, "model.mailchimp.mailchimp__lists": {"database": "postgres", "schema": "public_mailchimp_dev", "name": "mailchimp__lists", "resource_type": "model", "package_name": "mailchimp", "path": "mailchimp__lists.sql", "original_file_path": "models/mailchimp__lists.sql", "unique_id": "model.mailchimp.mailchimp__lists", "fqn": ["mailchimp", "mailchimp__lists"], "alias": "mailchimp__lists", "checksum": {"name": "sha256", "checksum": "019718b7766a5eb99ac4c73f67e655f6c7521230d03f82ed236bc9752024709c"}, "config": {"enabled": true, "alias": null, "schema": "mailchimp_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 list in Mailchimp, enriched with 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{"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "list_rating": {"name": "list_rating", "description": "An auto-generated activity score for the list (0-5).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "beamer_address": {"name": "beamer_address", "description": "The list's email beamer address.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "contact_address_1": {"name": "contact_address_1", "description": "The street address for the list contact.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "contact_address_2": {"name": "contact_address_2", "description": "The street address for the list contact.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "contact_city": {"name": "contact_city", "description": "The city for the list contact.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "contact_company": {"name": "contact_company", "description": "The company name for the list.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "contact_country": {"name": "contact_country", "description": "A two-character ISO3166 country code. Defaults to US if invalid.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "contact_state": {"name": "contact_state", "description": "The state for the list contact.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "contact_zip": {"name": "contact_zip", "description": "The postal or zip code for the list contact.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "default_from_email": {"name": "default_from_email", "description": "The default from email for campaigns sent to a list.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "default_from_name": {"name": "default_from_name", "description": "The default from name for campaigns sent to a list.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "default_language": {"name": "default_language", "description": "The default language for a lists's forms.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "default_subject": {"name": "default_subject", "description": "The default subject line for campaigns sent to a list.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "email_type_option": {"name": "email_type_option", "description": "Whether the list supports multiple formats for emails.  When set to true, subscribers can choose whether they want to receive HTML or plain-text emails.  When set to false, subscribers will receive HTML emails, with a plain-text alternative backup.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "notify_on_subscribe": {"name": "notify_on_subscribe", "description": "The email address to send subscribe notifications to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "notify_on_unsubscribe": {"name": "notify_on_unsubscribe", "description": "The email address to send unsubscribe notifications to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "permission_reminder": {"name": "permission_reminder", "description": "The permission reminder for a list.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "subscribe_url_long": {"name": "subscribe_url_long", "description": "The full version of a list's subscribe form (host will vary).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "subscribe_url_short": {"name": "subscribe_url_short", "description": "Mailchimp's EepURL shortened version of a list's subscribe form.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "use_archive_bar": {"name": "use_archive_bar", "description": "Whether campaigns for this list use the Archive Bar in archives by default.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "visibility": {"name": "visibility", "description": "Whether this list is public or private.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "count_members": {"name": "count_members", "description": "The number of members in a list.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "most_recent_signup_timestamp": {"name": "most_recent_signup_timestamp", "description": "The date of the most recent signup to a list.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "campaign_sends": {"name": "campaign_sends", "description": "The number of sent emails from campaigns.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.mailchimp.campaign_sends"]}, "campaign_opens": {"name": "campaign_opens", "description": "The number of open events from campaign emails. \nThe same email being opened multiple times is included in this metric.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.mailchimp.campaign_opens"]}, "campaign_clicks": {"name": "campaign_clicks", "description": "The number of click events from campaign emails. \nThe same email being clicked multiple times is included in this metric.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.mailchimp.campaign_clicks"]}, "campaign_unique_opens": {"name": "campaign_unique_opens", "description": "The unique number of emails opened from campaign emails. \nIf a given email to a user was opened multiple times, it will only count once in this metric.\nThis is the metric for opens that is reported by Mailchimp.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.mailchimp.campaign_unique_opens"]}, "campaign_unique_clicks": {"name": "campaign_unique_clicks", "description": "The unique number of emails clicked from campaign emails. \nIf a given email to a user was clicked multiple times, it will only count once in this metric.\nThis is the metric for clicks that is reported by Mailchimp.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.mailchimp.campaign_unique_clicks"]}, "campaign_unsubscribes": {"name": "campaign_unsubscribes", "description": "The number of users who have unsubscribed from campaign emails.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.mailchimp.campaign_unsubscribes"]}, "automation_sends": {"name": "automation_sends", "description": "The number of sent emails from automations.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.mailchimp.automation_sends"]}, "automation_opens": {"name": "automation_opens", "description": "The number of open events from automation emails. \nThe same email being opened multiple times is included in this metric.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.mailchimp.automation_opens"]}, "automation_clicks": {"name": "automation_clicks", "description": "The number of click events from automation emails. \nThe same email being clicked multiple times is included in this metric.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.mailchimp.automation_clicks"]}, "automation_unique_opens": {"name": "automation_unique_opens", "description": "The unique number of emails opened from automation emails. \nIf a given email to a user was opened multiple times, it will only count once in this metric.\nThis is the metric for opens that is reported by Mailchimp.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.mailchimp.automation_unique_opens"]}, "automation_unique_clicks": {"name": "automation_unique_clicks", "description": "The unique number of emails clicked from automation emails. \nIf a given email to a user was clicked multiple times, it will only count once in this metric.\nThis is the metric for clicks that is reported by Mailchimp.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.mailchimp.automation_unique_clicks"]}, "automation_unsubscribes": {"name": "automation_unsubscribes", "description": "The number of users who have unsubscribed from automation emails.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.mailchimp.automation_unsubscribes"]}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "mailchimp://models/mailchimp.yml", "build_path": null, "unrendered_config": {"schema": "mailchimp_{{ var('directed_schema','dev') }}", "materialized": "table"}, "created_at": 1762480777.626341, "relation_name": "\"postgres\".\"public_mailchimp_dev\".\"mailchimp__lists\"", "raw_code": "with lists as (\n\n    select *\n    from {{ ref('stg_mailchimp__lists')}}\n\n), campaign_activities as (\n\n    select *\n    from {{ ref('int_mailchimp__campaign_activities_by_list') }}\n\n), members as (\n\n    select *\n    from {{ ref('int_mailchimp__members_by_list') }}\n\n), members_xf as (\n\n    select\n        lists.*,\n        coalesce(members.count_members,0) as count_members,\n        members.most_recent_signup_timestamp\n    from lists\n    left join members\n        on lists.list_id = members.list_id\n        and lists.source_relation = members.source_relation\n\n), metrics as (\n\n    select\n        members_xf.*,\n        coalesce(campaign_activities.sends,0) as campaign_sends,\n        coalesce(campaign_activities.opens,0) as campaign_opens,\n        coalesce(campaign_activities.clicks,0) as campaign_clicks,\n        coalesce(campaign_activities.unique_opens,0) as campaign_unique_opens,\n        coalesce(campaign_activities.unique_clicks,0) as campaign_unique_clicks\n\n        {% if var('mailchimp_using_unsubscribes', True) %}\n        , coalesce(campaign_activities.unsubscribes,0) as campaign_unsubscribes\n        {% endif %}\n    from members_xf\n    left join campaign_activities\n        on members_xf.list_id = campaign_activities.list_id\n        and members_xf.source_relation = campaign_activities.source_relation\n\n{% if var('mailchimp_using_automations', True) %}\n\n), automation_activities as (\n\n    select *\n    from {{ ref('int_mailchimp__automation_activities_by_list') }}\n\n), metrics_xf as (\n\n    select\n        metrics.*,\n        coalesce(automation_activities.sends,0) as automation_sends,\n        coalesce(automation_activities.opens,0) as automation_opens,\n        coalesce(automation_activities.clicks,0) as automation_clicks,\n        coalesce(automation_activities.unique_opens,0) as automation_unique_opens,\n        coalesce(automation_activities.unique_clicks,0) as automation_unique_clicks\n\n        {% if var('mailchimp_using_unsubscribes', True) %}\n        , coalesce(automation_activities.unsubscribes,0) as automation_unsubscribes\n        {% endif %}\n    from metrics\n    left join automation_activities\n        on metrics.list_id = automation_activities.list_id\n        and metrics.source_relation = automation_activities.source_relation\n\n)\n\nselect *\nfrom metrics_xf\n\n{% else %}\n\n)\n\nselect *\nfrom metrics \n\n{% endif %}", "doc_blocks": [], "language": "sql", "refs": [{"name": "stg_mailchimp__lists", "package": null, "version": null}, {"name": "int_mailchimp__campaign_activities_by_list", "package": null, "version": null}, {"name": "int_mailchimp__members_by_list", "package": null, "version": null}, {"name": "int_mailchimp__automation_activities_by_list", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": ["model.mailchimp.stg_mailchimp__lists", "model.mailchimp.int_mailchimp__campaign_activities_by_list", "model.mailchimp.int_mailchimp__members_by_list", "model.mailchimp.int_mailchimp__automation_activities_by_list"]}, "compiled_path": "target/compiled/mailchimp/models/mailchimp__lists.sql", "compiled": true, "compiled_code": "with  __dbt__cte__int_mailchimp__campaign_activities_by_list as (\nwith recipients as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"mailchimp__campaign_recipients\"\n\n), pivoted as (\n\n    select\n        source_relation,\n        list_id,\n        count(*) as sends,\n        sum(opens) as opens,\n        sum(clicks) as clicks,\n        count(distinct case when was_opened = True then member_id end) as unique_opens,\n        count(distinct case when was_clicked = True then member_id end) as unique_clicks\n\n        \n        , count(distinct case when was_unsubscribed = True then member_id end) as unsubscribes\n        \n    from recipients\n    group by 1,2\n\n)\n\nselect *\nfrom pivoted\n),  __dbt__cte__int_mailchimp__members_by_list as (\nwith members as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"mailchimp__members\"\n\n), by_list as (\n\n    select\n        source_relation,\n        list_id,\n        count(*) as count_members,\n        max(signup_timestamp) as most_recent_signup_timestamp\n    from members\n    group by 1,2\n\n)\n\nselect *\nfrom by_list\n),  __dbt__cte__int_mailchimp__automation_recipients as (\n\n\nwith recipients as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__automation_recipients\"\n\n), automation_emails as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__automation_emails\"\n\n), automations as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__automations\"\n\n), joined as (\n\n    select\n        recipients.*,\n        automations.segment_id,\n        automations.automation_id\n\n    from recipients\n    left join automation_emails\n        on recipients.automation_email_id = automation_emails.automation_email_id\n        and recipients.source_relation = automation_emails.source_relation\n    left join automations\n        on automation_emails.automation_id = automations.automation_id\n        and automation_emails.source_relation = automations.source_relation\n\n)\n\nselect * \nfrom joined\n),  __dbt__cte__int_mailchimp__automation_unsubscribes as (\n\n\nwith unsubscribes as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__unsubscribes\"\n\n), automation_emails as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__automation_emails\"\n\n), automations as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__automations\"\n\n), joined as (\n\n    select\n        unsubscribes.*,\n        automations.segment_id,\n        automations.automation_id\n\n    from unsubscribes\n    left join automation_emails\n        on unsubscribes.campaign_id = automation_emails.automation_email_id\n        and unsubscribes.source_relation = automation_emails.source_relation\n    left join automations\n        on automation_emails.automation_id = automations.automation_id\n        and automation_emails.source_relation = automations.source_relation\n\n)\n\nselect * \nfrom joined\n),  __dbt__cte__int_mailchimp__automation_activities_by_list as (\n\n\nwith activities as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"mailchimp__automation_activities\"\n\n), recipients as (\n\n    select *\n    from __dbt__cte__int_mailchimp__automation_recipients\n\n\n), unsubscribes as (\n\n    select *\n    from __dbt__cte__int_mailchimp__automation_unsubscribes\n\n), unsubscribes_xf as (\n\n    select\n        source_relation,\n        list_id,\n        count(*) as unsubscribes\n    from unsubscribes\n    group by 1,2\n\n\n-- aggregate automation opens and clicks by list\n\n), pivoted as (\n\n    select\n        source_relation,\n        list_id,\n        sum(case when action_type = 'open' then 1 end) as opens,\n        sum(case when action_type = 'click' then 1 end) as clicks,\n        count(distinct case when action_type = 'open' then member_id end) as unique_opens,\n        count(distinct case when action_type = 'click' then member_id end) as unique_clicks\n    from activities\n    group by 1,2\n\n), sends as (\n\n    select\n        source_relation,\n        list_id,\n        count(*) as sends\n    from recipients\n    group by 1,2\n\n), joined as (\n\n    select\n        coalesce(sends.source_relation\n            , pivoted.source_relation\n            , unsubscribes_xf.source_relation\n            ) as source_relation,\n        coalesce(sends.list_id\n            , pivoted.list_id\n            , unsubscribes_xf.list_id\n            ) as list_id,\n        pivoted.opens,\n        pivoted.clicks,\n        pivoted.unique_opens,\n        pivoted.unique_clicks,\n        sends.sends\n        , unsubscribes_xf.unsubscribes\n    from sends\n    left join pivoted\n        on pivoted.list_id = sends.list_id\n        and pivoted.source_relation = sends.source_relation\n\n    \n    left join unsubscribes_xf\n        on unsubscribes_xf.list_id = sends.list_id\n        and unsubscribes_xf.source_relation = sends.source_relation\n    \n)\n\nselect *\nfrom joined\n), lists as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__lists\"\n\n), campaign_activities as (\n\n    select *\n    from __dbt__cte__int_mailchimp__campaign_activities_by_list\n\n), members as (\n\n    select *\n    from __dbt__cte__int_mailchimp__members_by_list\n\n), members_xf as (\n\n    select\n        lists.*,\n        coalesce(members.count_members,0) as count_members,\n        members.most_recent_signup_timestamp\n    from lists\n    left join members\n        on lists.list_id = members.list_id\n        and lists.source_relation = members.source_relation\n\n), metrics as (\n\n    select\n        members_xf.*,\n        coalesce(campaign_activities.sends,0) as campaign_sends,\n        coalesce(campaign_activities.opens,0) as campaign_opens,\n        coalesce(campaign_activities.clicks,0) as campaign_clicks,\n        coalesce(campaign_activities.unique_opens,0) as campaign_unique_opens,\n        coalesce(campaign_activities.unique_clicks,0) as campaign_unique_clicks\n\n        \n        , coalesce(campaign_activities.unsubscribes,0) as campaign_unsubscribes\n        \n    from members_xf\n    left join campaign_activities\n        on members_xf.list_id = campaign_activities.list_id\n        and members_xf.source_relation = campaign_activities.source_relation\n\n\n\n), automation_activities as (\n\n    select *\n    from __dbt__cte__int_mailchimp__automation_activities_by_list\n\n), metrics_xf as (\n\n    select\n        metrics.*,\n        coalesce(automation_activities.sends,0) as automation_sends,\n        coalesce(automation_activities.opens,0) as automation_opens,\n        coalesce(automation_activities.clicks,0) as automation_clicks,\n        coalesce(automation_activities.unique_opens,0) as automation_unique_opens,\n        coalesce(automation_activities.unique_clicks,0) as automation_unique_clicks\n\n        \n        , coalesce(automation_activities.unsubscribes,0) as automation_unsubscribes\n        \n    from metrics\n    left join automation_activities\n        on metrics.list_id = automation_activities.list_id\n        and metrics.source_relation = automation_activities.source_relation\n\n)\n\nselect *\nfrom metrics_xf\n\n", "extra_ctes_injected": true, "extra_ctes": [{"id": "model.mailchimp.int_mailchimp__campaign_activities_by_list", "sql": " __dbt__cte__int_mailchimp__campaign_activities_by_list as (\nwith recipients as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"mailchimp__campaign_recipients\"\n\n), pivoted as (\n\n    select\n        source_relation,\n        list_id,\n        count(*) as sends,\n        sum(opens) as opens,\n        sum(clicks) as clicks,\n        count(distinct case when was_opened = True then member_id end) as unique_opens,\n        count(distinct case when was_clicked = True then member_id end) as unique_clicks\n\n        \n        , count(distinct case when was_unsubscribed = True then member_id end) as unsubscribes\n        \n    from recipients\n    group by 1,2\n\n)\n\nselect *\nfrom pivoted\n)"}, {"id": "model.mailchimp.int_mailchimp__members_by_list", "sql": " __dbt__cte__int_mailchimp__members_by_list as (\nwith members as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"mailchimp__members\"\n\n), by_list as (\n\n    select\n        source_relation,\n        list_id,\n        count(*) as count_members,\n        max(signup_timestamp) as most_recent_signup_timestamp\n    from members\n    group by 1,2\n\n)\n\nselect *\nfrom by_list\n)"}, {"id": "model.mailchimp.int_mailchimp__automation_recipients", "sql": " __dbt__cte__int_mailchimp__automation_recipients as (\n\n\nwith recipients as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__automation_recipients\"\n\n), automation_emails as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__automation_emails\"\n\n), automations as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__automations\"\n\n), joined as (\n\n    select\n        recipients.*,\n        automations.segment_id,\n        automations.automation_id\n\n    from recipients\n    left join automation_emails\n        on recipients.automation_email_id = automation_emails.automation_email_id\n        and recipients.source_relation = automation_emails.source_relation\n    left join automations\n        on automation_emails.automation_id = automations.automation_id\n        and automation_emails.source_relation = automations.source_relation\n\n)\n\nselect * \nfrom joined\n)"}, {"id": "model.mailchimp.int_mailchimp__automation_unsubscribes", "sql": " __dbt__cte__int_mailchimp__automation_unsubscribes as (\n\n\nwith unsubscribes as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__unsubscribes\"\n\n), automation_emails as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__automation_emails\"\n\n), automations as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__automations\"\n\n), joined as (\n\n    select\n        unsubscribes.*,\n        automations.segment_id,\n        automations.automation_id\n\n    from unsubscribes\n    left join automation_emails\n        on unsubscribes.campaign_id = automation_emails.automation_email_id\n        and unsubscribes.source_relation = automation_emails.source_relation\n    left join automations\n        on automation_emails.automation_id = automations.automation_id\n        and automation_emails.source_relation = automations.source_relation\n\n)\n\nselect * \nfrom joined\n)"}, {"id": "model.mailchimp.int_mailchimp__automation_activities_by_list", "sql": " __dbt__cte__int_mailchimp__automation_activities_by_list as (\n\n\nwith activities as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"mailchimp__automation_activities\"\n\n), recipients as (\n\n    select *\n    from __dbt__cte__int_mailchimp__automation_recipients\n\n\n), unsubscribes as (\n\n    select *\n    from __dbt__cte__int_mailchimp__automation_unsubscribes\n\n), unsubscribes_xf as (\n\n    select\n        source_relation,\n        list_id,\n        count(*) as unsubscribes\n    from unsubscribes\n    group by 1,2\n\n\n-- aggregate automation opens and clicks by list\n\n), pivoted as (\n\n    select\n        source_relation,\n        list_id,\n        sum(case when action_type = 'open' then 1 end) as opens,\n        sum(case when action_type = 'click' then 1 end) as clicks,\n        count(distinct case when action_type = 'open' then member_id end) as unique_opens,\n        count(distinct case when action_type = 'click' then member_id end) as unique_clicks\n    from activities\n    group by 1,2\n\n), sends as (\n\n    select\n        source_relation,\n        list_id,\n        count(*) as sends\n    from recipients\n    group by 1,2\n\n), joined as (\n\n    select\n        coalesce(sends.source_relation\n            , pivoted.source_relation\n            , unsubscribes_xf.source_relation\n            ) as source_relation,\n        coalesce(sends.list_id\n            , pivoted.list_id\n            , unsubscribes_xf.list_id\n            ) as list_id,\n        pivoted.opens,\n        pivoted.clicks,\n        pivoted.unique_opens,\n        pivoted.unique_clicks,\n        sends.sends\n        , unsubscribes_xf.unsubscribes\n    from sends\n    left join pivoted\n        on pivoted.list_id = sends.list_id\n        and pivoted.source_relation = sends.source_relation\n\n    \n    left join unsubscribes_xf\n        on unsubscribes_xf.list_id = sends.list_id\n        and unsubscribes_xf.source_relation = sends.source_relation\n    \n)\n\nselect *\nfrom joined\n)"}], "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.mailchimp.mailchimp__campaign_recipients": {"database": "postgres", "schema": "public_mailchimp_dev", "name": "mailchimp__campaign_recipients", "resource_type": "model", "package_name": "mailchimp", "path": "mailchimp__campaign_recipients.sql", "original_file_path": "models/mailchimp__campaign_recipients.sql", "unique_id": "model.mailchimp.mailchimp__campaign_recipients", "fqn": ["mailchimp", "mailchimp__campaign_recipients"], "alias": "mailchimp__campaign_recipients", "checksum": {"name": "sha256", "checksum": "4870091c2b57abf8e7e165741e7338fee06188efbd66ddd8e17c321a47e08f05"}, "config": {"enabled": true, "alias": null, "schema": "mailchimp_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 the send of a campaign email, enriched with click, open and unsubscribe metrics.", "columns": {"source_relation": {"name": "source_relation", "description": "Identifies the record's source.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.mailchimp.source_relation"]}, "email_id": {"name": "email_id", "description": "Surrogate key hashed on source_relation, campaign_id and member_id.", "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 a sent email is from.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "member_id": {"name": "member_id", "description": "The ID of the member an email was sent to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "combination_id": {"name": "combination_id", "description": "The ID of the combination the member was part of for a campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "list_id": {"name": "list_id", "description": "The ID of the list the campaign was sent to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "segment_id": {"name": "segment_id", "description": "The ID of the segment the campaign was sent to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "opens": {"name": "opens", "description": "The number of open events from campaign emails. \nThe same email being opened multiple times is included in this metric.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.mailchimp.campaign_opens"]}, "unique_opens": {"name": "unique_opens", "description": "The unique number of emails opened from campaign emails. \nIf a given email to a user was opened multiple times, it will only count once in this metric.\nThis is the metric for opens that is reported by Mailchimp.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.mailchimp.campaign_unique_opens"]}, "clicks": {"name": "clicks", "description": "The number of click events from campaign emails. \nThe same email being clicked multiple times is included in this metric.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.mailchimp.campaign_clicks"]}, "unique_clicks": {"name": "unique_clicks", "description": "The unique number of emails clicked from campaign emails. \nIf a given email to a user was clicked multiple times, it will only count once in this metric.\nThis is the metric for clicks that is reported by Mailchimp.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.mailchimp.campaign_unique_clicks"]}, "was_opened": {"name": "was_opened", "description": "Whether the email sent was opened.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "was_clicked": {"name": "was_clicked", "description": "Whether the email sent was clicked.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "send_timestamp": {"name": "send_timestamp", "description": "The date and time a campaign was sent.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "first_open_timestamp": {"name": "first_open_timestamp", "description": "The timestamp of the first open for an email.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "time_to_open_minutes": {"name": "time_to_open_minutes", "description": "The time from send to open in minutes.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "time_to_open_hours": {"name": "time_to_open_hours", "description": "The time from send to open in hours.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "time_to_open_days": {"name": "time_to_open_days", "description": "The time from send to open in days.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "was_unsubscribed": {"name": "was_unsubscribed", "description": "Whether the user unsubscribed via the sent email.", "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": "mailchimp://models/mailchimp.yml", "build_path": null, "unrendered_config": {"schema": "mailchimp_{{ var('directed_schema','dev') }}", "materialized": "table"}, "created_at": 1762480777.6552584, "relation_name": "\"postgres\".\"public_mailchimp_dev\".\"mailchimp__campaign_recipients\"", "raw_code": "with recipients as (\n    \n    select *\n    from {{ ref('stg_mailchimp__campaign_recipients') }}\n\n), activities as (\n\n    select *\n    from {{ ref('int_mailchimp__campaign_activities_by_email') }}\n\n{% if var('mailchimp_using_unsubscribes', True) %}\n), unsubscribes as (\n\n    select *\n    from {{ ref('stg_mailchimp__unsubscribes') }}\n\n), unsubscribes_xf as (\n\n    select\n        source_relation,\n        member_id,\n        list_id,\n        campaign_id\n    from unsubscribes\n    group by 1,2,3,4\n{% endif %}\n\n), campaigns as (\n\n    select *\n    from {{ ref('stg_mailchimp__campaigns') }}\n\n), joined as (\n\n    select\n        recipients.*,\n        campaigns.segment_id,\n        campaigns.send_timestamp\n    from recipients\n    left join campaigns\n        on recipients.campaign_id = campaigns.campaign_id\n        and recipients.source_relation = campaigns.source_relation\n\n), metrics as (\n\n    select\n        joined.*,\n        coalesce(activities.opens,0) as opens,\n        coalesce(activities.unique_opens,0) as unique_opens,\n        coalesce(activities.clicks,0) as clicks,\n        coalesce(activities.unique_clicks,0) as unique_clicks,\n        coalesce(activities.was_opened, False) as was_opened,\n        coalesce(activities.was_clicked, False) as was_clicked,\n        activities.first_open_timestamp,\n        activities.time_to_open_minutes,\n        activities.time_to_open_hours,\n        activities.time_to_open_days\n    from joined\n    left join activities\n        on joined.email_id = activities.email_id\n        and joined.source_relation = activities.source_relation\n\n), metrics_xf as (\n\n    select \n        metrics.*\n        \n        {% if var('mailchimp_using_unsubscribes', True) %}\n        , case when unsubscribes_xf.member_id is not null then True else False end as was_unsubscribed\n        {% endif %}\n    from metrics\n\n    {% if var('mailchimp_using_unsubscribes', True) %}\n    left join unsubscribes_xf\n        on metrics.member_id = unsubscribes_xf.member_id\n        and metrics.campaign_id = unsubscribes_xf.campaign_id\n        and metrics.list_id = unsubscribes_xf.list_id\n        and metrics.source_relation = unsubscribes_xf.source_relation\n    {% endif %}\n)\n\nselect * \nfrom metrics_xf", "doc_blocks": [], "language": "sql", "refs": [{"name": "stg_mailchimp__campaign_recipients", "package": null, "version": null}, {"name": "int_mailchimp__campaign_activities_by_email", "package": null, "version": null}, {"name": "stg_mailchimp__unsubscribes", "package": null, "version": null}, {"name": "stg_mailchimp__campaigns", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": ["model.mailchimp.stg_mailchimp__campaign_recipients", "model.mailchimp.int_mailchimp__campaign_activities_by_email", "model.mailchimp.stg_mailchimp__unsubscribes", "model.mailchimp.stg_mailchimp__campaigns"]}, "compiled_path": "target/compiled/mailchimp/models/mailchimp__campaign_recipients.sql", "compiled": true, "compiled_code": "with  __dbt__cte__int_mailchimp__campaign_activities_by_email as (\nwith activities as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"mailchimp__campaign_activities\"\n\n), pivoted as (\n\n    select\n        source_relation,\n        email_id,\n        sum(case when action_type = 'open' then 1 end) as opens,\n        sum(case when action_type = 'click' then 1 end) as clicks,\n        count(distinct case when action_type = 'open' then member_id end) as unique_opens,\n        count(distinct case when action_type = 'click' then member_id end) as unique_clicks,\n        min(case when action_type = 'open' then activity_timestamp end) as first_open_timestamp,\n        min(case when action_type = 'open' then time_since_send_minutes end) as time_to_open_minutes,\n        min(case when action_type = 'open' then time_since_send_hours end) as time_to_open_hours,\n        min(case when action_type = 'open' then time_since_send_days end) as time_to_open_days\n    from activities\n    group by 1,2\n\n), booleans as (\n\n    select \n        *,\n        case when opens > 0 then True else False end as was_opened,\n        case when clicks > 0 then True else False end as was_clicked\n    from pivoted\n\n)\n\nselect *\nfrom booleans\n), recipients as (\n    \n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__campaign_recipients\"\n\n), activities as (\n\n    select *\n    from __dbt__cte__int_mailchimp__campaign_activities_by_email\n\n\n), unsubscribes as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__unsubscribes\"\n\n), unsubscribes_xf as (\n\n    select\n        source_relation,\n        member_id,\n        list_id,\n        campaign_id\n    from unsubscribes\n    group by 1,2,3,4\n\n\n), campaigns as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__campaigns\"\n\n), joined as (\n\n    select\n        recipients.*,\n        campaigns.segment_id,\n        campaigns.send_timestamp\n    from recipients\n    left join campaigns\n        on recipients.campaign_id = campaigns.campaign_id\n        and recipients.source_relation = campaigns.source_relation\n\n), metrics as (\n\n    select\n        joined.*,\n        coalesce(activities.opens,0) as opens,\n        coalesce(activities.unique_opens,0) as unique_opens,\n        coalesce(activities.clicks,0) as clicks,\n        coalesce(activities.unique_clicks,0) as unique_clicks,\n        coalesce(activities.was_opened, False) as was_opened,\n        coalesce(activities.was_clicked, False) as was_clicked,\n        activities.first_open_timestamp,\n        activities.time_to_open_minutes,\n        activities.time_to_open_hours,\n        activities.time_to_open_days\n    from joined\n    left join activities\n        on joined.email_id = activities.email_id\n        and joined.source_relation = activities.source_relation\n\n), metrics_xf as (\n\n    select \n        metrics.*\n        \n        \n        , case when unsubscribes_xf.member_id is not null then True else False end as was_unsubscribed\n        \n    from metrics\n\n    \n    left join unsubscribes_xf\n        on metrics.member_id = unsubscribes_xf.member_id\n        and metrics.campaign_id = unsubscribes_xf.campaign_id\n        and metrics.list_id = unsubscribes_xf.list_id\n        and metrics.source_relation = unsubscribes_xf.source_relation\n    \n)\n\nselect * \nfrom metrics_xf", "extra_ctes_injected": true, "extra_ctes": [{"id": "model.mailchimp.int_mailchimp__campaign_activities_by_email", "sql": " __dbt__cte__int_mailchimp__campaign_activities_by_email as (\nwith activities as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"mailchimp__campaign_activities\"\n\n), pivoted as (\n\n    select\n        source_relation,\n        email_id,\n        sum(case when action_type = 'open' then 1 end) as opens,\n        sum(case when action_type = 'click' then 1 end) as clicks,\n        count(distinct case when action_type = 'open' then member_id end) as unique_opens,\n        count(distinct case when action_type = 'click' then member_id end) as unique_clicks,\n        min(case when action_type = 'open' then activity_timestamp end) as first_open_timestamp,\n        min(case when action_type = 'open' then time_since_send_minutes end) as time_to_open_minutes,\n        min(case when action_type = 'open' then time_since_send_hours end) as time_to_open_hours,\n        min(case when action_type = 'open' then time_since_send_days end) as time_to_open_days\n    from activities\n    group by 1,2\n\n), booleans as (\n\n    select \n        *,\n        case when opens > 0 then True else False end as was_opened,\n        case when clicks > 0 then True else False end as was_clicked\n    from pivoted\n\n)\n\nselect *\nfrom booleans\n)"}], "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.mailchimp.mailchimp__campaign_activities": {"database": "postgres", "schema": "public_mailchimp_dev", "name": "mailchimp__campaign_activities", "resource_type": "model", "package_name": "mailchimp", "path": "mailchimp__campaign_activities.sql", "original_file_path": "models/mailchimp__campaign_activities.sql", "unique_id": "model.mailchimp.mailchimp__campaign_activities", "fqn": ["mailchimp", "mailchimp__campaign_activities"], "alias": "mailchimp__campaign_activities", "checksum": {"name": "sha256", "checksum": "9eea1381df4a65aa0a78b3776ecd3a25c494af660e80c2bad91ad3ca00d4bf64"}, "config": {"enabled": true, "alias": null, "schema": "mailchimp_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 an activity taken in relation to a campaign email, enriched with data about when the campaign was sent and the lag between send and the activity.", "columns": {"source_relation": {"name": "source_relation", "description": "Identifies the record's source.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.mailchimp.source_relation"]}, "activity_id": {"name": "activity_id", "description": "The ID of the activity/event.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "action_type": {"name": "action_type", "description": "One of the following actions: 'open', 'click', or 'bounce'\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "campaign_id": {"name": "campaign_id", "description": "The unique ID for the sent campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "member_id": {"name": "member_id", "description": "The ID of the member the activity relates to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "list_id": {"name": "list_id", "description": "The ID of the list the email was sent to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "activity_timestamp": {"name": "activity_timestamp", "description": "The timestamp when the activity occurred.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "ip_address": {"name": "ip_address", "description": "The IP address recorded for the action.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "url": {"name": "url", "description": "If the action is a 'click', the URL on which the member clicked.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "bounce_type": {"name": "bounce_type", "description": "If the action is a 'bounce', the type of bounce received: 'hard', 'soft'.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "combination_id": {"name": "combination_id", "description": "The ID of the combination the member was part of for a campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "email_id": {"name": "email_id", "description": "The ID of the email sent. Surrogate key generated in dbt from 'campaign_id' and 'member_id'.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "send_timestamp": {"name": "send_timestamp", "description": "The time the campaign was sent.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "time_since_send_minutes": {"name": "time_since_send_minutes", "description": "The time from send to activity in minutes.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "time_since_send_hours": {"name": "time_since_send_hours", "description": "The time from send to activity in hours.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "time_since_send_days": {"name": "time_since_send_days", "description": "The time from send to activity in days.", "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": "mailchimp://models/mailchimp.yml", "build_path": null, "unrendered_config": {"schema": "mailchimp_{{ var('directed_schema','dev') }}", "materialized": "table"}, "created_at": 1762480777.659297, "relation_name": "\"postgres\".\"public_mailchimp_dev\".\"mailchimp__campaign_activities\"", "raw_code": "with activities as (\n\n    select *\n    from {{ ref('stg_mailchimp__campaign_activities') }}\n\n), campaigns as (\n\n    select *\n    from {{ ref('stg_mailchimp__campaigns') }}\n\n), since_send as (\n\n    select\n        activities.*,\n        campaigns.send_timestamp,\n        {{ dbt.datediff('campaigns.send_timestamp','activities.activity_timestamp','minute') }} as time_since_send_minutes,\n        {{ dbt.datediff('campaigns.send_timestamp','activities.activity_timestamp','hour') }} as time_since_send_hours,\n        {{ dbt.datediff('campaigns.send_timestamp','activities.activity_timestamp','day') }} as time_since_send_days\n    from activities\n    left join campaigns\n        on activities.campaign_id = campaigns.campaign_id\n        and activities.source_relation = campaigns.source_relation\n\n)\n\nselect *\nfrom since_send", "doc_blocks": [], "language": "sql", "refs": [{"name": "stg_mailchimp__campaign_activities", "package": null, "version": null}, {"name": "stg_mailchimp__campaigns", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.datediff"], "nodes": ["model.mailchimp.stg_mailchimp__campaign_activities", "model.mailchimp.stg_mailchimp__campaigns"]}, "compiled_path": "target/compiled/mailchimp/models/mailchimp__campaign_activities.sql", "compiled": true, "compiled_code": "with activities as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__campaign_activities\"\n\n), campaigns as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__campaigns\"\n\n), since_send as (\n\n    select\n        activities.*,\n        campaigns.send_timestamp,\n        \n        (\n        (\n        ((activities.activity_timestamp)::date - (campaigns.send_timestamp)::date)\n     * 24 + date_part('hour', (activities.activity_timestamp)::timestamp) - date_part('hour', (campaigns.send_timestamp)::timestamp))\n     * 60 + date_part('minute', (activities.activity_timestamp)::timestamp) - date_part('minute', (campaigns.send_timestamp)::timestamp))\n     as time_since_send_minutes,\n        \n        (\n        ((activities.activity_timestamp)::date - (campaigns.send_timestamp)::date)\n     * 24 + date_part('hour', (activities.activity_timestamp)::timestamp) - date_part('hour', (campaigns.send_timestamp)::timestamp))\n     as time_since_send_hours,\n        \n        ((activities.activity_timestamp)::date - (campaigns.send_timestamp)::date)\n     as time_since_send_days\n    from activities\n    left join campaigns\n        on activities.campaign_id = campaigns.campaign_id\n        and activities.source_relation = campaigns.source_relation\n\n)\n\nselect *\nfrom since_send", "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.mailchimp.mailchimp__automations": {"database": "postgres", "schema": "public_mailchimp_dev", "name": "mailchimp__automations", "resource_type": "model", "package_name": "mailchimp", "path": "mailchimp__automations.sql", "original_file_path": "models/mailchimp__automations.sql", "unique_id": "model.mailchimp.mailchimp__automations", "fqn": ["mailchimp", "mailchimp__automations"], "alias": "mailchimp__automations", "checksum": {"name": "sha256", "checksum": "d0c2a75e989a0f27db60125bc7b52f86396f633123a68b708c0041c22be6d259"}, "config": {"enabled": true, "alias": null, "schema": "mailchimp_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 an automation in Mailchimp, enriched with click, open and unsubscribe metrics. (Enabled if you are using automations.)", "columns": {"source_relation": {"name": "source_relation", "description": "Identifies the record's source.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.mailchimp.source_relation"]}, "automation_id": {"name": "automation_id", "description": "The ID of the automation in Mailchimp.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "list_id": {"name": "list_id", "description": "The ID of the List an automation was sent to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "segment_id": {"name": "segment_id", "description": "The ID of the Segment an automation was sent to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "segment_text": {"name": "segment_text", "description": "Description of the segment. Formatted as a string marked up with HTML.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "started_timestamp": {"name": "started_timestamp", "description": "The date and time the Automation was started.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "created_timestamp": {"name": "created_timestamp", "description": "The date and time the Automation was created.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "status": {"name": "status", "description": "The current status of the Automation. Possible Values: save, paused, sending\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "title": {"name": "title", "description": "The title of the Automation.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "trigger_settings": {"name": "trigger_settings", "description": "Available triggers for Automation workflows.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "sends": {"name": "sends", "description": "The number of sent emails from automations.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.mailchimp.automation_sends"]}, "opens": {"name": "opens", "description": "The number of open events from automation emails. \nThe same email being opened multiple times is included in this metric.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.mailchimp.automation_opens"]}, "clicks": {"name": "clicks", "description": "The number of click events from automation emails. \nThe same email being clicked multiple times is included in this metric.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.mailchimp.automation_clicks"]}, "unique_opens": {"name": "unique_opens", "description": "The unique number of emails opened from automation emails. \nIf a given email to a user was opened multiple times, it will only count once in this metric.\nThis is the metric for opens that is reported by Mailchimp.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.mailchimp.automation_unique_opens"]}, "unique_clicks": {"name": "unique_clicks", "description": "The unique number of emails clicked from automation emails. \nIf a given email to a user was clicked multiple times, it will only count once in this metric.\nThis is the metric for clicks that is reported by Mailchimp.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.mailchimp.automation_unique_clicks"]}, "unsubscribes": {"name": "unsubscribes", "description": "The number of users who have unsubscribed from automation emails.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.mailchimp.automation_unsubscribes"]}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "mailchimp://models/mailchimp.yml", "build_path": null, "unrendered_config": {"schema": "mailchimp_{{ var('directed_schema','dev') }}", "materialized": "table", "enabled": true}, "created_at": 1762480777.6622381, "relation_name": "\"postgres\".\"public_mailchimp_dev\".\"mailchimp__automations\"", "raw_code": "{{ config(enabled=var('mailchimp_using_automations', True)) }}\n\nwith automations as (\n\n    select *\n    from {{ ref('stg_mailchimp__automations')}}\n\n), activities as (\n\n    select *\n    from {{ ref('int_mailchimp__automation_activities_by_automation') }}\n\n), joined as (\n\n    select\n        automations.*,\n        coalesce(activities.sends,0) as sends,\n        coalesce(activities.opens,0) as opens,\n        coalesce(activities.clicks,0) as clicks,\n        coalesce(activities.unique_opens,0) as unique_opens,\n        coalesce(activities.unique_clicks,0) as unique_clicks\n\n        {% if var('mailchimp_using_unsubscribes', True) %}\n        , coalesce(activities.unsubscribes,0) as unsubscribes\n        {% endif %}\n    from automations\n    left join activities\n        on automations.automation_id = activities.automation_id\n        and automations.source_relation = activities.source_relation\n\n)\n\nselect *\nfrom joined", "doc_blocks": [], "language": "sql", "refs": [{"name": "stg_mailchimp__automations", "package": null, "version": null}, {"name": "int_mailchimp__automation_activities_by_automation", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": ["model.mailchimp.stg_mailchimp__automations", "model.mailchimp.int_mailchimp__automation_activities_by_automation"]}, "compiled_path": "target/compiled/mailchimp/models/mailchimp__automations.sql", "compiled": true, "compiled_code": "\n\nwith  __dbt__cte__int_mailchimp__automation_recipients as (\n\n\nwith recipients as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__automation_recipients\"\n\n), automation_emails as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__automation_emails\"\n\n), automations as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__automations\"\n\n), joined as (\n\n    select\n        recipients.*,\n        automations.segment_id,\n        automations.automation_id\n\n    from recipients\n    left join automation_emails\n        on recipients.automation_email_id = automation_emails.automation_email_id\n        and recipients.source_relation = automation_emails.source_relation\n    left join automations\n        on automation_emails.automation_id = automations.automation_id\n        and automation_emails.source_relation = automations.source_relation\n\n)\n\nselect * \nfrom joined\n),  __dbt__cte__int_mailchimp__automation_unsubscribes as (\n\n\nwith unsubscribes as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__unsubscribes\"\n\n), automation_emails as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__automation_emails\"\n\n), automations as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__automations\"\n\n), joined as (\n\n    select\n        unsubscribes.*,\n        automations.segment_id,\n        automations.automation_id\n\n    from unsubscribes\n    left join automation_emails\n        on unsubscribes.campaign_id = automation_emails.automation_email_id\n        and unsubscribes.source_relation = automation_emails.source_relation\n    left join automations\n        on automation_emails.automation_id = automations.automation_id\n        and automation_emails.source_relation = automations.source_relation\n\n)\n\nselect * \nfrom joined\n),  __dbt__cte__int_mailchimp__automation_activities_by_automation as (\n\n\nwith activities as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"mailchimp__automation_activities\"\n\n), recipients as (\n\n    select *\n    from __dbt__cte__int_mailchimp__automation_recipients\n\n\n), unsubscribes as (\n\n    select *\n    from __dbt__cte__int_mailchimp__automation_unsubscribes\n\n), unsubscribes_xf as (\n\n    select\n        source_relation,\n        automation_id,\n        count(*) as unsubscribes\n    from unsubscribes\n    group by 1,2    \n\n\n-- aggregate automation opens and clicks by automation\n\n), pivoted as (\n\n    select\n        source_relation,\n        automation_id,\n        sum(case when action_type = 'open' then 1 end) as opens,\n        sum(case when action_type = 'click' then 1 end) as clicks,\n        count(distinct case when action_type = 'open' then member_id end) as unique_opens,\n        count(distinct case when action_type = 'click' then member_id end) as unique_clicks\n    from activities\n    group by 1,2\n\n), sends as (\n\n    select\n        source_relation,\n        automation_id,\n        count(*) as sends\n    from recipients\n    group by 1,2\n\n), joined as (\n\n    select\n        coalesce(sends.source_relation\n            , pivoted.source_relation\n            , unsubscribes_xf.source_relation\n            ) as source_relation,\n        coalesce(sends.automation_id\n            , pivoted.automation_id\n            , unsubscribes_xf.automation_id\n            ) as automation_id,\n        pivoted.opens,\n        pivoted.clicks,\n        pivoted.unique_opens,\n        pivoted.unique_clicks,\n        sends.sends\n        , unsubscribes_xf.unsubscribes\n    from sends\n    left join pivoted\n        on pivoted.automation_id = sends.automation_id\n        and pivoted.source_relation = sends.source_relation\n\n    \n    left join unsubscribes_xf\n        on unsubscribes_xf.automation_id = sends.automation_id\n        and unsubscribes_xf.source_relation = sends.source_relation\n    \n\n)\n\nselect *\nfrom joined\n), automations as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__automations\"\n\n), activities as (\n\n    select *\n    from __dbt__cte__int_mailchimp__automation_activities_by_automation\n\n), joined as (\n\n    select\n        automations.*,\n        coalesce(activities.sends,0) as sends,\n        coalesce(activities.opens,0) as opens,\n        coalesce(activities.clicks,0) as clicks,\n        coalesce(activities.unique_opens,0) as unique_opens,\n        coalesce(activities.unique_clicks,0) as unique_clicks\n\n        \n        , coalesce(activities.unsubscribes,0) as unsubscribes\n        \n    from automations\n    left join activities\n        on automations.automation_id = activities.automation_id\n        and automations.source_relation = activities.source_relation\n\n)\n\nselect *\nfrom joined", "extra_ctes_injected": true, "extra_ctes": [{"id": "model.mailchimp.int_mailchimp__automation_recipients", "sql": " __dbt__cte__int_mailchimp__automation_recipients as (\n\n\nwith recipients as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__automation_recipients\"\n\n), automation_emails as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__automation_emails\"\n\n), automations as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__automations\"\n\n), joined as (\n\n    select\n        recipients.*,\n        automations.segment_id,\n        automations.automation_id\n\n    from recipients\n    left join automation_emails\n        on recipients.automation_email_id = automation_emails.automation_email_id\n        and recipients.source_relation = automation_emails.source_relation\n    left join automations\n        on automation_emails.automation_id = automations.automation_id\n        and automation_emails.source_relation = automations.source_relation\n\n)\n\nselect * \nfrom joined\n)"}, {"id": "model.mailchimp.int_mailchimp__automation_unsubscribes", "sql": " __dbt__cte__int_mailchimp__automation_unsubscribes as (\n\n\nwith unsubscribes as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__unsubscribes\"\n\n), automation_emails as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__automation_emails\"\n\n), automations as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__automations\"\n\n), joined as (\n\n    select\n        unsubscribes.*,\n        automations.segment_id,\n        automations.automation_id\n\n    from unsubscribes\n    left join automation_emails\n        on unsubscribes.campaign_id = automation_emails.automation_email_id\n        and unsubscribes.source_relation = automation_emails.source_relation\n    left join automations\n        on automation_emails.automation_id = automations.automation_id\n        and automation_emails.source_relation = automations.source_relation\n\n)\n\nselect * \nfrom joined\n)"}, {"id": "model.mailchimp.int_mailchimp__automation_activities_by_automation", "sql": " __dbt__cte__int_mailchimp__automation_activities_by_automation as (\n\n\nwith activities as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"mailchimp__automation_activities\"\n\n), recipients as (\n\n    select *\n    from __dbt__cte__int_mailchimp__automation_recipients\n\n\n), unsubscribes as (\n\n    select *\n    from __dbt__cte__int_mailchimp__automation_unsubscribes\n\n), unsubscribes_xf as (\n\n    select\n        source_relation,\n        automation_id,\n        count(*) as unsubscribes\n    from unsubscribes\n    group by 1,2    \n\n\n-- aggregate automation opens and clicks by automation\n\n), pivoted as (\n\n    select\n        source_relation,\n        automation_id,\n        sum(case when action_type = 'open' then 1 end) as opens,\n        sum(case when action_type = 'click' then 1 end) as clicks,\n        count(distinct case when action_type = 'open' then member_id end) as unique_opens,\n        count(distinct case when action_type = 'click' then member_id end) as unique_clicks\n    from activities\n    group by 1,2\n\n), sends as (\n\n    select\n        source_relation,\n        automation_id,\n        count(*) as sends\n    from recipients\n    group by 1,2\n\n), joined as (\n\n    select\n        coalesce(sends.source_relation\n            , pivoted.source_relation\n            , unsubscribes_xf.source_relation\n            ) as source_relation,\n        coalesce(sends.automation_id\n            , pivoted.automation_id\n            , unsubscribes_xf.automation_id\n            ) as automation_id,\n        pivoted.opens,\n        pivoted.clicks,\n        pivoted.unique_opens,\n        pivoted.unique_clicks,\n        sends.sends\n        , unsubscribes_xf.unsubscribes\n    from sends\n    left join pivoted\n        on pivoted.automation_id = sends.automation_id\n        and pivoted.source_relation = sends.source_relation\n\n    \n    left join unsubscribes_xf\n        on unsubscribes_xf.automation_id = sends.automation_id\n        and unsubscribes_xf.source_relation = sends.source_relation\n    \n\n)\n\nselect *\nfrom joined\n)"}], "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.mailchimp.mailchimp__segments": {"database": "postgres", "schema": "public_mailchimp_dev", "name": "mailchimp__segments", "resource_type": "model", "package_name": "mailchimp", "path": "mailchimp__segments.sql", "original_file_path": "models/mailchimp__segments.sql", "unique_id": "model.mailchimp.mailchimp__segments", "fqn": ["mailchimp", "mailchimp__segments"], "alias": "mailchimp__segments", "checksum": {"name": "sha256", "checksum": "2272259605d1d4d5804eb65455bf703ed264d026a2f64d1b8b61159d620c2f9b"}, "config": {"enabled": true, "alias": null, "schema": "mailchimp_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 segment in Mailchimp, enriched with campaign metrics and (optionally) automation metrics. (Enabled if you are using segments.)", "columns": {"source_relation": {"name": "source_relation", "description": "Identifies the record's source.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.mailchimp.source_relation"]}, "segment_id": {"name": "segment_id", "description": "The ID for the Segment from Mailchimp", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "list_id": {"name": "list_id", "description": "The ID of the List the segment is part of.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "list_name": {"name": "list_name", "description": "The name of the List the segment is part of.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "member_count": {"name": "member_count", "description": "The number of members in the segment.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "segment_name": {"name": "segment_name", "description": "The name of the segment.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "segment_type": {"name": "segment_type", "description": "The type of segment", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "updated_timestamp": {"name": "updated_timestamp", "description": "The date and time the segment was last updated.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "created_timestamp": {"name": "created_timestamp", "description": "The date and time the segment was created.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "campaign_sends": {"name": "campaign_sends", "description": "The number of sent emails from campaigns.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.mailchimp.campaign_sends"]}, "campaign_opens": {"name": "campaign_opens", "description": "The number of open events from campaign emails. \nThe same email being opened multiple times is included in this metric.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.mailchimp.campaign_opens"]}, "campaign_clicks": {"name": "campaign_clicks", "description": "The number of click events from campaign emails. \nThe same email being clicked multiple times is included in this metric.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.mailchimp.campaign_clicks"]}, "campaign_unique_opens": {"name": "campaign_unique_opens", "description": "The unique number of emails opened from campaign emails. \nIf a given email to a user was opened multiple times, it will only count once in this metric.\nThis is the metric for opens that is reported by Mailchimp.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.mailchimp.campaign_unique_opens"]}, "campaign_unique_clicks": {"name": "campaign_unique_clicks", "description": "The unique number of emails clicked from campaign emails. \nIf a given email to a user was clicked multiple times, it will only count once in this metric.\nThis is the metric for clicks that is reported by Mailchimp.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.mailchimp.campaign_unique_clicks"]}, "campaign_unsubscribes": {"name": "campaign_unsubscribes", "description": "The number of users who have unsubscribed from campaign emails.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.mailchimp.campaign_unsubscribes"]}, "automation_sends": {"name": "automation_sends", "description": "The number of sent emails from automations.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.mailchimp.automation_sends"]}, "automation_opens": {"name": "automation_opens", "description": "The number of open events from automation emails. \nThe same email being opened multiple times is included in this metric.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.mailchimp.automation_opens"]}, "automation_clicks": {"name": "automation_clicks", "description": "The number of click events from automation emails. \nThe same email being clicked multiple times is included in this metric.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.mailchimp.automation_clicks"]}, "automation_unique_opens": {"name": "automation_unique_opens", "description": "The unique number of emails opened from automation emails. \nIf a given email to a user was opened multiple times, it will only count once in this metric.\nThis is the metric for opens that is reported by Mailchimp.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.mailchimp.automation_unique_opens"]}, "automation_unique_clicks": {"name": "automation_unique_clicks", "description": "The unique number of emails clicked from automation emails. \nIf a given email to a user was clicked multiple times, it will only count once in this metric.\nThis is the metric for clicks that is reported by Mailchimp.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.mailchimp.automation_unique_clicks"]}, "automation_unsubscribes": {"name": "automation_unsubscribes", "description": "The number of users who have unsubscribed from automation emails.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.mailchimp.automation_unsubscribes"]}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "mailchimp://models/mailchimp.yml", "build_path": null, "unrendered_config": {"schema": "mailchimp_{{ var('directed_schema','dev') }}", "materialized": "table", "enabled": true}, "created_at": 1762480777.6720417, "relation_name": "\"postgres\".\"public_mailchimp_dev\".\"mailchimp__segments\"", "raw_code": "{{ config(enabled=var('mailchimp_using_segments', True)) }}\n\nwith segments as (\n\n    select *\n    from {{ ref('stg_mailchimp__segments')}}\n\n), campaign_activities as (\n\n    select *\n    from {{ ref('int_mailchimp__campaign_activities_by_segment') }}\n\n), lists as (\n\n    select *\n    from {{ ref('stg_mailchimp__lists')}}\n\n), metrics as (\n\n    select\n        segments.*,\n        lists.name as list_name,\n        coalesce(campaign_activities.sends,0) as campaign_sends,\n        coalesce(campaign_activities.opens,0) as campaign_opens,\n        coalesce(campaign_activities.clicks,0) as campaign_clicks,\n        coalesce(campaign_activities.unique_opens,0) as campaign_unique_opens,\n        coalesce(campaign_activities.unique_clicks,0) as campaign_unique_clicks\n\n        {% if var('mailchimp_using_unsubscribes', True) %}\n        , coalesce(campaign_activities.unsubscribes,0) as campaign_unsubscribes\n        {% endif %}\n    from segments\n    left join campaign_activities\n        on segments.segment_id = campaign_activities.segment_id\n        and segments.source_relation = campaign_activities.source_relation\n    left join lists\n        on segments.list_id = lists.list_id\n        and segments.source_relation = lists.source_relation\n\n{% if var('mailchimp_using_automations', True) %}\n\n), automation_activities as (\n\n    select *\n    from {{ ref('int_mailchimp__automation_activities_by_segment') }}\n\n), metrics_xf as (\n\n    select\n        metrics.*,\n        coalesce(automation_activities.sends,0) as automation_sends,\n        coalesce(automation_activities.opens,0) as automation_opens,\n        coalesce(automation_activities.clicks,0) as automation_clicks,\n        coalesce(automation_activities.unique_opens,0) as automation_unique_opens,\n        coalesce(automation_activities.unique_clicks,0) as automation_unique_clicks\n\n        {% if var('mailchimp_using_unsubscribes', True) %}\n        , coalesce(automation_activities.unsubscribes,0) as automation_unsubscribes\n        {% endif %}\n    from metrics\n    left join automation_activities\n        on metrics.segment_id = automation_activities.segment_id\n        and metrics.source_relation = automation_activities.source_relation\n\n)\n\nselect *\nfrom metrics_xf\n\n{% else %}\n\n)\n\nselect *\nfrom metrics \n\n{% endif %}", "doc_blocks": [], "language": "sql", "refs": [{"name": "stg_mailchimp__segments", "package": null, "version": null}, {"name": "int_mailchimp__campaign_activities_by_segment", "package": null, "version": null}, {"name": "stg_mailchimp__lists", "package": null, "version": null}, {"name": "int_mailchimp__automation_activities_by_segment", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": ["model.mailchimp.stg_mailchimp__segments", "model.mailchimp.int_mailchimp__campaign_activities_by_segment", "model.mailchimp.stg_mailchimp__lists", "model.mailchimp.int_mailchimp__automation_activities_by_segment"]}, "compiled_path": "target/compiled/mailchimp/models/mailchimp__segments.sql", "compiled": true, "compiled_code": "\n\nwith  __dbt__cte__int_mailchimp__campaign_activities_by_segment as (\n\n\nwith recipients as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"mailchimp__campaign_recipients\"\n\n), pivoted as (\n\n    select\n        source_relation,\n        segment_id,\n        count(*) as sends,\n        sum(opens) as opens,\n        sum(clicks) as clicks,\n        count(distinct case when was_opened = True then member_id end) as unique_opens,\n        count(distinct case when was_clicked = True then member_id end) as unique_clicks\n\n        \n        , count(distinct case when was_unsubscribed = True then member_id end) as unsubscribes\n        \n    from recipients\n    where segment_id is not null\n    group by 1,2\n\n)\n\nselect *\nfrom pivoted\n),  __dbt__cte__int_mailchimp__automation_recipients as (\n\n\nwith recipients as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__automation_recipients\"\n\n), automation_emails as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__automation_emails\"\n\n), automations as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__automations\"\n\n), joined as (\n\n    select\n        recipients.*,\n        automations.segment_id,\n        automations.automation_id\n\n    from recipients\n    left join automation_emails\n        on recipients.automation_email_id = automation_emails.automation_email_id\n        and recipients.source_relation = automation_emails.source_relation\n    left join automations\n        on automation_emails.automation_id = automations.automation_id\n        and automation_emails.source_relation = automations.source_relation\n\n)\n\nselect * \nfrom joined\n),  __dbt__cte__int_mailchimp__automation_unsubscribes as (\n\n\nwith unsubscribes as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__unsubscribes\"\n\n), automation_emails as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__automation_emails\"\n\n), automations as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__automations\"\n\n), joined as (\n\n    select\n        unsubscribes.*,\n        automations.segment_id,\n        automations.automation_id\n\n    from unsubscribes\n    left join automation_emails\n        on unsubscribes.campaign_id = automation_emails.automation_email_id\n        and unsubscribes.source_relation = automation_emails.source_relation\n    left join automations\n        on automation_emails.automation_id = automations.automation_id\n        and automation_emails.source_relation = automations.source_relation\n\n)\n\nselect * \nfrom joined\n),  __dbt__cte__int_mailchimp__automation_activities_by_segment as (\n\n\nwith activities as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"mailchimp__automation_activities\"\n\n), recipients as (\n\n    select *\n    from __dbt__cte__int_mailchimp__automation_recipients\n\n\n), unsubscribes as (\n\n    select *\n    from __dbt__cte__int_mailchimp__automation_unsubscribes\n\n), unsubscribes_xf as (\n\n    select\n        source_relation,\n        segment_id,\n        count(*) as unsubscribes\n    from unsubscribes\n    where segment_id is not null\n    group by 1,2\n\n\n-- aggregate automation opens and clicks by segment\n\n), pivoted as (\n\n    select\n        source_relation,\n        segment_id,\n        sum(case when action_type = 'open' then 1 end) as opens,\n        sum(case when action_type = 'click' then 1 end) as clicks,\n        count(distinct case when action_type = 'open' then segment_id end) as unique_opens,\n        count(distinct case when action_type = 'click' then segment_id end) as unique_clicks\n    from activities\n    where segment_id is not null\n    group by 1,2\n\n), sends as (\n\n    select\n        source_relation,\n        segment_id,\n        count(*) as sends\n    from recipients\n    where segment_id is not null\n    group by 1,2\n\n), joined as (\n\n    select\n        coalesce(sends.source_relation\n            , pivoted.source_relation\n            , unsubscribes_xf.source_relation\n            ) as source_relation,\n        coalesce(sends.segment_id\n            , pivoted.segment_id\n            , unsubscribes_xf.segment_id\n            ) as segment_id,\n        pivoted.opens,\n        pivoted.clicks,\n        pivoted.unique_opens,\n        pivoted.unique_clicks,\n        sends.sends\n        , unsubscribes_xf.unsubscribes\n    from sends\n    left join pivoted\n        on pivoted.segment_id = sends.segment_id\n        and pivoted.source_relation = sends.source_relation\n\n    \n    left join unsubscribes_xf\n        on unsubscribes_xf.segment_id = sends.segment_id\n        and unsubscribes_xf.source_relation = sends.source_relation\n    \n)\n\nselect *\nfrom joined\n), segments as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__segments\"\n\n), campaign_activities as (\n\n    select *\n    from __dbt__cte__int_mailchimp__campaign_activities_by_segment\n\n), lists as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__lists\"\n\n), metrics as (\n\n    select\n        segments.*,\n        lists.name as list_name,\n        coalesce(campaign_activities.sends,0) as campaign_sends,\n        coalesce(campaign_activities.opens,0) as campaign_opens,\n        coalesce(campaign_activities.clicks,0) as campaign_clicks,\n        coalesce(campaign_activities.unique_opens,0) as campaign_unique_opens,\n        coalesce(campaign_activities.unique_clicks,0) as campaign_unique_clicks\n\n        \n        , coalesce(campaign_activities.unsubscribes,0) as campaign_unsubscribes\n        \n    from segments\n    left join campaign_activities\n        on segments.segment_id = campaign_activities.segment_id\n        and segments.source_relation = campaign_activities.source_relation\n    left join lists\n        on segments.list_id = lists.list_id\n        and segments.source_relation = lists.source_relation\n\n\n\n), automation_activities as (\n\n    select *\n    from __dbt__cte__int_mailchimp__automation_activities_by_segment\n\n), metrics_xf as (\n\n    select\n        metrics.*,\n        coalesce(automation_activities.sends,0) as automation_sends,\n        coalesce(automation_activities.opens,0) as automation_opens,\n        coalesce(automation_activities.clicks,0) as automation_clicks,\n        coalesce(automation_activities.unique_opens,0) as automation_unique_opens,\n        coalesce(automation_activities.unique_clicks,0) as automation_unique_clicks\n\n        \n        , coalesce(automation_activities.unsubscribes,0) as automation_unsubscribes\n        \n    from metrics\n    left join automation_activities\n        on metrics.segment_id = automation_activities.segment_id\n        and metrics.source_relation = automation_activities.source_relation\n\n)\n\nselect *\nfrom metrics_xf\n\n", "extra_ctes_injected": true, "extra_ctes": [{"id": "model.mailchimp.int_mailchimp__campaign_activities_by_segment", "sql": " __dbt__cte__int_mailchimp__campaign_activities_by_segment as (\n\n\nwith recipients as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"mailchimp__campaign_recipients\"\n\n), pivoted as (\n\n    select\n        source_relation,\n        segment_id,\n        count(*) as sends,\n        sum(opens) as opens,\n        sum(clicks) as clicks,\n        count(distinct case when was_opened = True then member_id end) as unique_opens,\n        count(distinct case when was_clicked = True then member_id end) as unique_clicks\n\n        \n        , count(distinct case when was_unsubscribed = True then member_id end) as unsubscribes\n        \n    from recipients\n    where segment_id is not null\n    group by 1,2\n\n)\n\nselect *\nfrom pivoted\n)"}, {"id": "model.mailchimp.int_mailchimp__automation_recipients", "sql": " __dbt__cte__int_mailchimp__automation_recipients as (\n\n\nwith recipients as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__automation_recipients\"\n\n), automation_emails as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__automation_emails\"\n\n), automations as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__automations\"\n\n), joined as (\n\n    select\n        recipients.*,\n        automations.segment_id,\n        automations.automation_id\n\n    from recipients\n    left join automation_emails\n        on recipients.automation_email_id = automation_emails.automation_email_id\n        and recipients.source_relation = automation_emails.source_relation\n    left join automations\n        on automation_emails.automation_id = automations.automation_id\n        and automation_emails.source_relation = automations.source_relation\n\n)\n\nselect * \nfrom joined\n)"}, {"id": "model.mailchimp.int_mailchimp__automation_unsubscribes", "sql": " __dbt__cte__int_mailchimp__automation_unsubscribes as (\n\n\nwith unsubscribes as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__unsubscribes\"\n\n), automation_emails as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__automation_emails\"\n\n), automations as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__automations\"\n\n), joined as (\n\n    select\n        unsubscribes.*,\n        automations.segment_id,\n        automations.automation_id\n\n    from unsubscribes\n    left join automation_emails\n        on unsubscribes.campaign_id = automation_emails.automation_email_id\n        and unsubscribes.source_relation = automation_emails.source_relation\n    left join automations\n        on automation_emails.automation_id = automations.automation_id\n        and automation_emails.source_relation = automations.source_relation\n\n)\n\nselect * \nfrom joined\n)"}, {"id": "model.mailchimp.int_mailchimp__automation_activities_by_segment", "sql": " __dbt__cte__int_mailchimp__automation_activities_by_segment as (\n\n\nwith activities as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"mailchimp__automation_activities\"\n\n), recipients as (\n\n    select *\n    from __dbt__cte__int_mailchimp__automation_recipients\n\n\n), unsubscribes as (\n\n    select *\n    from __dbt__cte__int_mailchimp__automation_unsubscribes\n\n), unsubscribes_xf as (\n\n    select\n        source_relation,\n        segment_id,\n        count(*) as unsubscribes\n    from unsubscribes\n    where segment_id is not null\n    group by 1,2\n\n\n-- aggregate automation opens and clicks by segment\n\n), pivoted as (\n\n    select\n        source_relation,\n        segment_id,\n        sum(case when action_type = 'open' then 1 end) as opens,\n        sum(case when action_type = 'click' then 1 end) as clicks,\n        count(distinct case when action_type = 'open' then segment_id end) as unique_opens,\n        count(distinct case when action_type = 'click' then segment_id end) as unique_clicks\n    from activities\n    where segment_id is not null\n    group by 1,2\n\n), sends as (\n\n    select\n        source_relation,\n        segment_id,\n        count(*) as sends\n    from recipients\n    where segment_id is not null\n    group by 1,2\n\n), joined as (\n\n    select\n        coalesce(sends.source_relation\n            , pivoted.source_relation\n            , unsubscribes_xf.source_relation\n            ) as source_relation,\n        coalesce(sends.segment_id\n            , pivoted.segment_id\n            , unsubscribes_xf.segment_id\n            ) as segment_id,\n        pivoted.opens,\n        pivoted.clicks,\n        pivoted.unique_opens,\n        pivoted.unique_clicks,\n        sends.sends\n        , unsubscribes_xf.unsubscribes\n    from sends\n    left join pivoted\n        on pivoted.segment_id = sends.segment_id\n        and pivoted.source_relation = sends.source_relation\n\n    \n    left join unsubscribes_xf\n        on unsubscribes_xf.segment_id = sends.segment_id\n        and unsubscribes_xf.source_relation = sends.source_relation\n    \n)\n\nselect *\nfrom joined\n)"}], "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.mailchimp.mailchimp__campaigns": {"database": "postgres", "schema": "public_mailchimp_dev", "name": "mailchimp__campaigns", "resource_type": "model", "package_name": "mailchimp", "path": "mailchimp__campaigns.sql", "original_file_path": "models/mailchimp__campaigns.sql", "unique_id": "model.mailchimp.mailchimp__campaigns", "fqn": ["mailchimp", "mailchimp__campaigns"], "alias": "mailchimp__campaigns", "checksum": {"name": "sha256", "checksum": "527974f74fa40949403723591983aa5aa55dd0829f9b9a9dee60ff009c7feecc"}, "config": {"enabled": true, "alias": null, "schema": "mailchimp_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 campaign in Mailchimp, enriched with click, open and unsubscribe metrics.", "columns": {"source_relation": {"name": "source_relation", "description": "Identifies the record's source.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.mailchimp.source_relation"]}, "campaign_id": {"name": "campaign_id", "description": "The ID of the campaign in Mailchimp.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "segment_id": {"name": "segment_id", "description": "The ID of the Segment a campaign was sent to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "create_timestamp": {"name": "create_timestamp", "description": "The date and time the campaign was created.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "send_timestamp": {"name": "send_timestamp", "description": "The date and time a campaign was sent.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "list_id": {"name": "list_id", "description": "The ID of the List a campaign was sent to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "reply_to_email": {"name": "reply_to_email", "description": "The reply-to email address for the campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "campaign_type": {"name": "campaign_type", "description": "The type of campaign sent.  Possible values: regular, plaintext, absplit, variate, rss.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "title": {"name": "title", "description": "The title of the campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "archive_url": {"name": "archive_url", "description": "The link to the campaign's archive version in ISO 8601 format.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "authenticate": {"name": "authenticate", "description": "Whether Mailchimp authenticated the campaign. Defaults to true.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "auto_footer": {"name": "auto_footer", "description": "Automatically append Mailchimp's default footer to the campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "auto_tweet": {"name": "auto_tweet", "description": "Automatically tweet a link to the campaign archive page when the campaign is sent.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "clicktale": {"name": "clicktale", "description": "The custom slug for ClickTale tracking (max of 50 bytes).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "content_type": {"name": "content_type", "description": "How the campaign's content is put together ('template', 'drag_and_drop', 'html', 'url').", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "drag_and_drop": {"name": "drag_and_drop", "description": "Whether the campaign uses the drag-and-drop editor.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "fb_comments": {"name": "fb_comments", "description": "Allows Facebook comments on the campaign (also force-enables the Campaign Archive toolbar). Defaults to true.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "folder_id": {"name": "folder_id", "description": "If the campaign is listed in a folder, the ID for that folder.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "from_name": {"name": "from_name", "description": "The 'from' name on the campaign (not an email address).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "google_analytics": {"name": "google_analytics", "description": "The custom slug for Google Analytics tracking (max of 50 bytes).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "inline_css": {"name": "inline_css", "description": "Automatically inline the CSS included with the campaign content.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "long_archive_url": {"name": "long_archive_url", "description": "The original link to the campaign's archive version.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "status": {"name": "status", "description": "The current status of the campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "subject_line": {"name": "subject_line", "description": "The subject line for the campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "template_id": {"name": "template_id", "description": "The ID for the template used in this campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "test_size": {"name": "test_size", "description": "The percentage of recipients to send the test combinations to, must be a value between 10 and 100.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "timewarp": {"name": "timewarp", "description": "Send this campaign using Timewarpe_this", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "to_name": {"name": "to_name", "description": "The campaign's custom 'To' name. Typically the first name merge field.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "track_ecomm_360": {"name": "track_ecomm_360", "description": "Whether to enable eCommerce360 tracking.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "track_goals": {"name": "track_goals", "description": "Whether to enable Goal tracking.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "track_html_clicks": {"name": "track_html_clicks", "description": "Whether to track clicks in the HTML version of the campaign. Defaults to true. Cannot be set to false for variate campaigns.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "track_opens": {"name": "track_opens", "description": "Whether to track opens. Defaults to true. Cannot be set to false for variate campaigns.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "track_text_clicks": {"name": "track_text_clicks", "description": "Whether to track clicks in the plain-text version of the campaign. Defaults to true. Cannot be set to false for variate campaigns.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "use_conversation": {"name": "use_conversation", "description": "Use Mailchimp Conversation feature to manage out-of-office replies.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "wait_time": {"name": "wait_time", "description": "The number of minutes to wait before choosing the winning campaign. The value of wait_time must be greater than 0 and in whole hours, specified in minutes.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "winner_criteria": {"name": "winner_criteria", "description": "The combination that performs the best.  This may be determined automatically by click rate, open rate, or total revenue\u2014or  you may choose manually based on the reporting data you find the most valuable.  For Multivariate Campaigns testing send_time, winner_criteria is ignored.  For Multivariate Campaigns with 'manual' as the winner_criteria, the winner must be chosen in the Mailchimp web application.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "winning_campaign_id": {"name": "winning_campaign_id", "description": "ID of the campaign that was sent to the remaining recipients based on the winning combination.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "winning_combination_id": {"name": "winning_combination_id", "description": "ID for the winning combination.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "sends": {"name": "sends", "description": "The number of sent emails from campaigns.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.mailchimp.campaign_sends"]}, "opens": {"name": "opens", "description": "The number of open events from campaign emails. \nThe same email being opened multiple times is included in this metric.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.mailchimp.campaign_opens"]}, "clicks": {"name": "clicks", "description": "The number of click events from campaign emails. \nThe same email being clicked multiple times is included in this metric.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.mailchimp.campaign_clicks"]}, "unique_opens": {"name": "unique_opens", "description": "The unique number of emails opened from campaign emails. \nIf a given email to a user was opened multiple times, it will only count once in this metric.\nThis is the metric for opens that is reported by Mailchimp.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.mailchimp.campaign_unique_opens"]}, "unique_clicks": {"name": "unique_clicks", "description": "The unique number of emails clicked from campaign emails. \nIf a given email to a user was clicked multiple times, it will only count once in this metric.\nThis is the metric for clicks that is reported by Mailchimp.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.mailchimp.campaign_unique_clicks"]}, "unsubscribes": {"name": "unsubscribes", "description": "The number of users who have unsubscribed from campaign emails.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.mailchimp.campaign_unsubscribes"]}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "mailchimp://models/mailchimp.yml", "build_path": null, "unrendered_config": {"schema": "mailchimp_{{ var('directed_schema','dev') }}", "materialized": "table"}, "created_at": 1762480777.6509547, "relation_name": "\"postgres\".\"public_mailchimp_dev\".\"mailchimp__campaigns\"", "raw_code": "with campaigns as (\n\n    select *\n    from {{ ref('stg_mailchimp__campaigns')}}\n\n), activities as (\n\n    select *\n    from {{ ref('int_mailchimp__campaign_activities_by_campaign') }}\n\n), joined as (\n\n    select\n        campaigns.*,\n        coalesce(activities.sends,0) as sends,\n        coalesce(activities.opens,0) as opens,\n        coalesce(activities.clicks,0) as clicks,\n        coalesce(activities.unique_opens,0) as unique_opens,\n        coalesce(activities.unique_clicks,0) as unique_clicks\n\n        {% if var('mailchimp_using_unsubscribes', True) %}\n        , coalesce(activities.unsubscribes,0) as unsubscribes\n        {% endif %}\n    from campaigns\n    left join activities\n        on campaigns.campaign_id = activities.campaign_id\n        and campaigns.source_relation = activities.source_relation\n\n)\n\nselect *\nfrom joined", "doc_blocks": [], "language": "sql", "refs": [{"name": "stg_mailchimp__campaigns", "package": null, "version": null}, {"name": "int_mailchimp__campaign_activities_by_campaign", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": ["model.mailchimp.stg_mailchimp__campaigns", "model.mailchimp.int_mailchimp__campaign_activities_by_campaign"]}, "compiled_path": "target/compiled/mailchimp/models/mailchimp__campaigns.sql", "compiled": true, "compiled_code": "with  __dbt__cte__int_mailchimp__campaign_activities_by_campaign as (\nwith recipients as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"mailchimp__campaign_recipients\"\n\n), pivoted as (\n\n    select\n        source_relation,\n        campaign_id,\n        count(*) as sends,\n        sum(opens) as opens,\n        sum(clicks) as clicks,\n        count(distinct case when was_opened = True then member_id end) as unique_opens,\n        count(distinct case when was_clicked = True then member_id end) as unique_clicks\n\n        \n        , count(distinct case when was_unsubscribed = True then member_id end) as unsubscribes\n        \n    from recipients\n    group by 1,2\n\n)\n\nselect *\nfrom pivoted\n), campaigns as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__campaigns\"\n\n), activities as (\n\n    select *\n    from __dbt__cte__int_mailchimp__campaign_activities_by_campaign\n\n), joined as (\n\n    select\n        campaigns.*,\n        coalesce(activities.sends,0) as sends,\n        coalesce(activities.opens,0) as opens,\n        coalesce(activities.clicks,0) as clicks,\n        coalesce(activities.unique_opens,0) as unique_opens,\n        coalesce(activities.unique_clicks,0) as unique_clicks\n\n        \n        , coalesce(activities.unsubscribes,0) as unsubscribes\n        \n    from campaigns\n    left join activities\n        on campaigns.campaign_id = activities.campaign_id\n        and campaigns.source_relation = activities.source_relation\n\n)\n\nselect *\nfrom joined", "extra_ctes_injected": true, "extra_ctes": [{"id": "model.mailchimp.int_mailchimp__campaign_activities_by_campaign", "sql": " __dbt__cte__int_mailchimp__campaign_activities_by_campaign as (\nwith recipients as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"mailchimp__campaign_recipients\"\n\n), pivoted as (\n\n    select\n        source_relation,\n        campaign_id,\n        count(*) as sends,\n        sum(opens) as opens,\n        sum(clicks) as clicks,\n        count(distinct case when was_opened = True then member_id end) as unique_opens,\n        count(distinct case when was_clicked = True then member_id end) as unique_clicks\n\n        \n        , count(distinct case when was_unsubscribed = True then member_id end) as unsubscribes\n        \n    from recipients\n    group by 1,2\n\n)\n\nselect *\nfrom pivoted\n)"}], "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.mailchimp.mailchimp__automation_activities": {"database": "postgres", "schema": "public_mailchimp_dev", "name": "mailchimp__automation_activities", "resource_type": "model", "package_name": "mailchimp", "path": "mailchimp__automation_activities.sql", "original_file_path": "models/mailchimp__automation_activities.sql", "unique_id": "model.mailchimp.mailchimp__automation_activities", "fqn": ["mailchimp", "mailchimp__automation_activities"], "alias": "mailchimp__automation_activities", "checksum": {"name": "sha256", "checksum": "968fa76404f837b7538d69d1a5af9e700d21b411bad688b070ef2873dde9677f"}, "config": {"enabled": true, "alias": null, "schema": "mailchimp_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 an activity taken in relation to a automation email.", "columns": {"source_relation": {"name": "source_relation", "description": "Identifies the record's source.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.mailchimp.source_relation"]}, "activity_id": {"name": "activity_id", "description": "The ID of the activity/event.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "action_type": {"name": "action_type", "description": "One of the following actions: 'open', 'click', or 'bounce'\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "automation_email_id": {"name": "automation_email_id", "description": "The ID for the automation email that relates to the activity.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "member_id": {"name": "member_id", "description": "The ID of the member the activity relates to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "list_id": {"name": "list_id", "description": "The ID of the list the email was sent to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "activity_timestamp": {"name": "activity_timestamp", "description": "The timestamp when the activity occurred.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "ip_address": {"name": "ip_address", "description": "The IP address recorded for the action.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "url": {"name": "url", "description": "If the action is a 'click', the URL on which the member clicked.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "bounce_type": {"name": "bounce_type", "description": "If the action is a 'bounce', the type of bounce received: 'hard', 'soft'.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "automation_id": {"name": "automation_id", "description": "The ID for the automation that relates to the activity.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "segment_id": {"name": "segment_id", "description": "The ID for the Segment that relates to the activity.", "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": "mailchimp://models/mailchimp.yml", "build_path": null, "unrendered_config": {"schema": "mailchimp_{{ var('directed_schema','dev') }}", "materialized": "table", "enabled": true}, "created_at": 1762480777.6688924, "relation_name": "\"postgres\".\"public_mailchimp_dev\".\"mailchimp__automation_activities\"", "raw_code": "{{ config(enabled=var('mailchimp_using_automations', True)) }}\n\nwith activities as (\n\n    select *\n    from {{ ref('stg_mailchimp__automation_activities') }}\n\n), automation_emails as (\n\n    select *\n    from {{ ref('stg_mailchimp__automation_emails') }}\n\n), automations as (\n\n    select *\n    from {{ ref('stg_mailchimp__automations') }}\n\n), joined as (\n\n    select\n        activities.*,\n        automations.automation_id,\n        automations.segment_id\n    from activities\n    left join automation_emails\n        on activities.automation_email_id = automation_emails.automation_email_id\n        and activities.source_relation = automation_emails.source_relation\n    left join automations\n        on automation_emails.automation_id = automations.automation_id\n        and automation_emails.source_relation = automations.source_relation\n\n)\n\nselect *\nfrom joined", "doc_blocks": [], "language": "sql", "refs": [{"name": "stg_mailchimp__automation_activities", "package": null, "version": null}, {"name": "stg_mailchimp__automation_emails", "package": null, "version": null}, {"name": "stg_mailchimp__automations", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": ["model.mailchimp.stg_mailchimp__automation_activities", "model.mailchimp.stg_mailchimp__automation_emails", "model.mailchimp.stg_mailchimp__automations"]}, "compiled_path": "target/compiled/mailchimp/models/mailchimp__automation_activities.sql", "compiled": true, "compiled_code": "\n\nwith activities as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__automation_activities\"\n\n), automation_emails as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__automation_emails\"\n\n), automations as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__automations\"\n\n), joined as (\n\n    select\n        activities.*,\n        automations.automation_id,\n        automations.segment_id\n    from activities\n    left join automation_emails\n        on activities.automation_email_id = automation_emails.automation_email_id\n        and activities.source_relation = automation_emails.source_relation\n    left join automations\n        on automation_emails.automation_id = automations.automation_id\n        and automation_emails.source_relation = automations.source_relation\n\n)\n\nselect *\nfrom joined", "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.mailchimp.mailchimp__automation_emails": {"database": "postgres", "schema": "public_mailchimp_dev", "name": "mailchimp__automation_emails", "resource_type": "model", "package_name": "mailchimp", "path": "mailchimp__automation_emails.sql", "original_file_path": "models/mailchimp__automation_emails.sql", "unique_id": "model.mailchimp.mailchimp__automation_emails", "fqn": ["mailchimp", "mailchimp__automation_emails"], "alias": "mailchimp__automation_emails", "checksum": {"name": "sha256", "checksum": "d85ce2424f6d588b8865db07a0ce2d688a815a91cc71bf40aca7e78cb9a11ea4"}, "config": {"enabled": true, "alias": null, "schema": "mailchimp_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 an automation email (that make up automations), enriched with click, open and unsubscribe metrics. (Enabled if you are using automations.)", "columns": {"source_relation": {"name": "source_relation", "description": "Identifies the record's source.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.mailchimp.source_relation"]}, "automation_email_id": {"name": "automation_email_id", "description": "The ID for the automation email that relates to the activity.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "automation_id": {"name": "automation_id", "description": "The ID of the automation an email relates to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "created_timestamp": {"name": "created_timestamp", "description": "The date and time the automation email was created.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "started_timestamp": {"name": "started_timestamp", "description": "The date and time the automation email was started.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "send_timestamp": {"name": "send_timestamp", "description": "The date and time the automation email was sent.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "from_name": {"name": "from_name", "description": "The 'from' name on the automation email (not an email address).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "reply_to": {"name": "reply_to", "description": "The reply-to email address for the automation.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "status": {"name": "status", "description": "The current status of the automation email.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "subject_line": {"name": "subject_line", "description": "The subject line for the automation email.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "title": {"name": "title", "description": "The title of the automation email.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "to_name": {"name": "to_name", "description": "The automation email's custom 'To' name. Typically the first name merge field.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "archive_url": {"name": "archive_url", "description": "The link to the automation email's archive version in ISO 8601 format.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "authenticate": {"name": "authenticate", "description": "Whether Mailchimp authenticated the automation email. Defaults to true.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "auto_footer": {"name": "auto_footer", "description": "Automatically append Mailchimp's default footer to the automation email.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "auto_tweet": {"name": "auto_tweet", "description": "Automatically tweet a link to the automation email archive page when the automation email is sent.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "clicktale": {"name": "clicktale", "description": "The custom slug for ClickTale tracking (max of 50 bytes).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "content_type": {"name": "content_type", "description": "How the automation email's content is put together ('template', 'drag_and_drop', 'html', 'url').", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "delay_action": {"name": "delay_action", "description": "The action that triggers the delay of an Automation email.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "delay_action_description": {"name": "delay_action_description", "description": "The user-friendly description of the action that triggers an Automation email.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "delay_amount": {"name": "delay_amount", "description": "The delay amount for an Automation email.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "delay_direction": {"name": "delay_direction", "description": "Whether the delay settings describe before or after the delay action of an Automation email.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "delay_full_description": {"name": "delay_full_description", "description": "The user-friendly description of the delay and trigger action settings for an Automation email.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "delay_type": {"name": "delay_type", "description": "The type of delay for an Automation email.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "drag_and_drop": {"name": "drag_and_drop", "description": "Whether the automation email uses the drag-and-drop editor.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "fb_comments": {"name": "fb_comments", "description": "Allows Facebook comments on the automation email (also force-enables the Campaign Archive toolbar). Defaults to true.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "folder_id": {"name": "folder_id", "description": "If the automation email is listed in a folder, the ID for that folder.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "google_analytics": {"name": "google_analytics", "description": "The custom slug for Google Analytics tracking (max of 50 bytes).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "inline_css": {"name": "inline_css", "description": "Automatically inline the CSS included with the automation email content.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "position": {"name": "position", "description": "The position of an Automation email in a workflow.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "template_id": {"name": "template_id", "description": "The ID for the template used in this automation email.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "timewarp": {"name": "timewarp", "description": "Send this automation email using Timewarpe_this", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "track_ecomm_360": {"name": "track_ecomm_360", "description": "Whether to enable eCommerce360 tracking.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "track_goals": {"name": "track_goals", "description": "Whether to enable Goal tracking.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "track_html_clicks": {"name": "track_html_clicks", "description": "Whether to track clicks in the HTML version of the automation email. Defaults to true. Cannot be set to false for variate campaigns.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "track_opens": {"name": "track_opens", "description": "Whether to track opens. Defaults to true. Cannot be set to false for variate automation emails.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "track_text_clicks": {"name": "track_text_clicks", "description": "Whether to track clicks in the plain-text version of the automation email. Defaults to true. Cannot be set to false for variate campaigns.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "use_conversation": {"name": "use_conversation", "description": "Use Mailchimp Conversation feature to manage out-of-office replies.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "list_id": {"name": "list_id", "description": "The ID of the List this automation email is being sent to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "segment_id": {"name": "segment_id", "description": "The ID of the Segment this automation email is being sent to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "sends": {"name": "sends", "description": "The number of sent emails from automations.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.mailchimp.automation_sends"]}, "opens": {"name": "opens", "description": "The number of open events from automation emails. \nThe same email being opened multiple times is included in this metric.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.mailchimp.automation_opens"]}, "unique_opens": {"name": "unique_opens", "description": "The unique number of emails opened from automation emails. \nIf a given email to a user was opened multiple times, it will only count once in this metric.\nThis is the metric for opens that is reported by Mailchimp.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.mailchimp.automation_unique_opens"]}, "clicks": {"name": "clicks", "description": "The number of click events from automation emails. \nThe same email being clicked multiple times is included in this metric.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.mailchimp.automation_clicks"]}, "unique_clicks": {"name": "unique_clicks", "description": "The unique number of emails clicked from automation emails. \nIf a given email to a user was clicked multiple times, it will only count once in this metric.\nThis is the metric for clicks that is reported by Mailchimp.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.mailchimp.automation_unique_clicks"]}, "unsubscribes": {"name": "unsubscribes", "description": "The number of users who have unsubscribed from automation emails.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.mailchimp.automation_unsubscribes"]}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "mailchimp://models/mailchimp.yml", "build_path": null, "unrendered_config": {"schema": "mailchimp_{{ var('directed_schema','dev') }}", "materialized": "table", "enabled": true}, "created_at": 1762480777.6677592, "relation_name": "\"postgres\".\"public_mailchimp_dev\".\"mailchimp__automation_emails\"", "raw_code": "{{ config(enabled=var('mailchimp_using_automations', True)) }}\n\nwith emails as (\n\n    select *\n    from {{ ref('stg_mailchimp__automation_emails') }}\n\n), activities as (\n\n    select *\n    from {{ ref('int_mailchimp__automation_activities_by_email') }}\n\n), automations as (\n\n    select *\n    from {{ ref('stg_mailchimp__automations') }}\n\n), joined as (\n\n    select\n        emails.*,\n        automations.list_id,\n        automations.segment_id\n    from emails\n    left join automations\n        on emails.automation_id = automations.automation_id\n        and emails.source_relation = automations.source_relation\n\n), metrics as (\n\n    select\n        joined.*,\n        coalesce(activities.sends, 0) as sends,\n        coalesce(activities.opens, 0) as opens,\n        coalesce(activities.clicks, 0) as clicks,\n        coalesce(activities.unique_opens, 0) as unique_opens,\n        coalesce(activities.unique_clicks, 0) as unique_clicks\n\n        {% if var('mailchimp_using_unsubscribes', True) %}\n        , coalesce(activities.unsubscribes, 0) as unsubscribes\n        {% endif %}\n    from joined\n    left join activities\n        on joined.automation_email_id = activities.automation_email_id\n        and joined.source_relation = activities.source_relation\n\n)\n\nselect * \nfrom metrics", "doc_blocks": [], "language": "sql", "refs": [{"name": "stg_mailchimp__automation_emails", "package": null, "version": null}, {"name": "int_mailchimp__automation_activities_by_email", "package": null, "version": null}, {"name": "stg_mailchimp__automations", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": ["model.mailchimp.stg_mailchimp__automation_emails", "model.mailchimp.int_mailchimp__automation_activities_by_email", "model.mailchimp.stg_mailchimp__automations"]}, "compiled_path": "target/compiled/mailchimp/models/mailchimp__automation_emails.sql", "compiled": true, "compiled_code": "\n\nwith  __dbt__cte__int_mailchimp__automation_recipients as (\n\n\nwith recipients as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__automation_recipients\"\n\n), automation_emails as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__automation_emails\"\n\n), automations as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__automations\"\n\n), joined as (\n\n    select\n        recipients.*,\n        automations.segment_id,\n        automations.automation_id\n\n    from recipients\n    left join automation_emails\n        on recipients.automation_email_id = automation_emails.automation_email_id\n        and recipients.source_relation = automation_emails.source_relation\n    left join automations\n        on automation_emails.automation_id = automations.automation_id\n        and automation_emails.source_relation = automations.source_relation\n\n)\n\nselect * \nfrom joined\n),  __dbt__cte__int_mailchimp__automation_unsubscribes as (\n\n\nwith unsubscribes as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__unsubscribes\"\n\n), automation_emails as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__automation_emails\"\n\n), automations as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__automations\"\n\n), joined as (\n\n    select\n        unsubscribes.*,\n        automations.segment_id,\n        automations.automation_id\n\n    from unsubscribes\n    left join automation_emails\n        on unsubscribes.campaign_id = automation_emails.automation_email_id\n        and unsubscribes.source_relation = automation_emails.source_relation\n    left join automations\n        on automation_emails.automation_id = automations.automation_id\n        and automation_emails.source_relation = automations.source_relation\n\n)\n\nselect * \nfrom joined\n),  __dbt__cte__int_mailchimp__automation_activities_by_email as (\n\n\nwith activities as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"mailchimp__automation_activities\"\n\n), recipients as (\n\n    select *\n    from __dbt__cte__int_mailchimp__automation_recipients\n\n\n), unsubscribes as (\n\n    select *\n    from __dbt__cte__int_mailchimp__automation_unsubscribes\n\n), unsubscribes_xf as (\n\n    select\n        source_relation,\n        campaign_id as automation_email_id,\n        count(*) as unsubscribes\n    from unsubscribes\n    group by 1,2\n\n\n-- aggregate automation opens and clicks by email\n\n), pivoted as (\n\n    select\n        source_relation,\n        automation_email_id,\n        sum(case when action_type = 'open' then 1 end) as opens,\n        sum(case when action_type = 'click' then 1 end) as clicks,\n        count(distinct case when action_type = 'open' then member_id end) as unique_opens,\n        count(distinct case when action_type = 'click' then member_id end) as unique_clicks\n    from activities\n    group by 1,2\n\n), sends as (\n\n    select\n        source_relation,\n        automation_email_id,\n        count(*) as sends\n    from recipients\n    group by 1,2\n\n), joined as (\n\n    select\n        coalesce(sends.source_relation\n            , pivoted.source_relation\n            , unsubscribes_xf.source_relation\n            ) as source_relation,\n        coalesce(sends.automation_email_id\n            , pivoted.automation_email_id\n            , unsubscribes_xf.automation_email_id\n            ) as automation_email_id,\n        pivoted.opens,\n        pivoted.clicks,\n        pivoted.unique_opens,\n        pivoted.unique_clicks,\n        sends.sends\n        , unsubscribes_xf.unsubscribes\n    from sends\n    left join pivoted\n        on pivoted.automation_email_id = sends.automation_email_id\n        and pivoted.source_relation = sends.source_relation\n\n    \n    left join unsubscribes_xf\n        on unsubscribes_xf.automation_email_id = sends.automation_email_id\n        and unsubscribes_xf.source_relation = sends.source_relation\n    \n)\n\nselect *\nfrom joined\n), emails as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__automation_emails\"\n\n), activities as (\n\n    select *\n    from __dbt__cte__int_mailchimp__automation_activities_by_email\n\n), automations as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__automations\"\n\n), joined as (\n\n    select\n        emails.*,\n        automations.list_id,\n        automations.segment_id\n    from emails\n    left join automations\n        on emails.automation_id = automations.automation_id\n        and emails.source_relation = automations.source_relation\n\n), metrics as (\n\n    select\n        joined.*,\n        coalesce(activities.sends, 0) as sends,\n        coalesce(activities.opens, 0) as opens,\n        coalesce(activities.clicks, 0) as clicks,\n        coalesce(activities.unique_opens, 0) as unique_opens,\n        coalesce(activities.unique_clicks, 0) as unique_clicks\n\n        \n        , coalesce(activities.unsubscribes, 0) as unsubscribes\n        \n    from joined\n    left join activities\n        on joined.automation_email_id = activities.automation_email_id\n        and joined.source_relation = activities.source_relation\n\n)\n\nselect * \nfrom metrics", "extra_ctes_injected": true, "extra_ctes": [{"id": "model.mailchimp.int_mailchimp__automation_recipients", "sql": " __dbt__cte__int_mailchimp__automation_recipients as (\n\n\nwith recipients as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__automation_recipients\"\n\n), automation_emails as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__automation_emails\"\n\n), automations as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__automations\"\n\n), joined as (\n\n    select\n        recipients.*,\n        automations.segment_id,\n        automations.automation_id\n\n    from recipients\n    left join automation_emails\n        on recipients.automation_email_id = automation_emails.automation_email_id\n        and recipients.source_relation = automation_emails.source_relation\n    left join automations\n        on automation_emails.automation_id = automations.automation_id\n        and automation_emails.source_relation = automations.source_relation\n\n)\n\nselect * \nfrom joined\n)"}, {"id": "model.mailchimp.int_mailchimp__automation_unsubscribes", "sql": " __dbt__cte__int_mailchimp__automation_unsubscribes as (\n\n\nwith unsubscribes as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__unsubscribes\"\n\n), automation_emails as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__automation_emails\"\n\n), automations as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__automations\"\n\n), joined as (\n\n    select\n        unsubscribes.*,\n        automations.segment_id,\n        automations.automation_id\n\n    from unsubscribes\n    left join automation_emails\n        on unsubscribes.campaign_id = automation_emails.automation_email_id\n        and unsubscribes.source_relation = automation_emails.source_relation\n    left join automations\n        on automation_emails.automation_id = automations.automation_id\n        and automation_emails.source_relation = automations.source_relation\n\n)\n\nselect * \nfrom joined\n)"}, {"id": "model.mailchimp.int_mailchimp__automation_activities_by_email", "sql": " __dbt__cte__int_mailchimp__automation_activities_by_email as (\n\n\nwith activities as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"mailchimp__automation_activities\"\n\n), recipients as (\n\n    select *\n    from __dbt__cte__int_mailchimp__automation_recipients\n\n\n), unsubscribes as (\n\n    select *\n    from __dbt__cte__int_mailchimp__automation_unsubscribes\n\n), unsubscribes_xf as (\n\n    select\n        source_relation,\n        campaign_id as automation_email_id,\n        count(*) as unsubscribes\n    from unsubscribes\n    group by 1,2\n\n\n-- aggregate automation opens and clicks by email\n\n), pivoted as (\n\n    select\n        source_relation,\n        automation_email_id,\n        sum(case when action_type = 'open' then 1 end) as opens,\n        sum(case when action_type = 'click' then 1 end) as clicks,\n        count(distinct case when action_type = 'open' then member_id end) as unique_opens,\n        count(distinct case when action_type = 'click' then member_id end) as unique_clicks\n    from activities\n    group by 1,2\n\n), sends as (\n\n    select\n        source_relation,\n        automation_email_id,\n        count(*) as sends\n    from recipients\n    group by 1,2\n\n), joined as (\n\n    select\n        coalesce(sends.source_relation\n            , pivoted.source_relation\n            , unsubscribes_xf.source_relation\n            ) as source_relation,\n        coalesce(sends.automation_email_id\n            , pivoted.automation_email_id\n            , unsubscribes_xf.automation_email_id\n            ) as automation_email_id,\n        pivoted.opens,\n        pivoted.clicks,\n        pivoted.unique_opens,\n        pivoted.unique_clicks,\n        sends.sends\n        , unsubscribes_xf.unsubscribes\n    from sends\n    left join pivoted\n        on pivoted.automation_email_id = sends.automation_email_id\n        and pivoted.source_relation = sends.source_relation\n\n    \n    left join unsubscribes_xf\n        on unsubscribes_xf.automation_email_id = sends.automation_email_id\n        and unsubscribes_xf.source_relation = sends.source_relation\n    \n)\n\nselect *\nfrom joined\n)"}], "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.mailchimp.mailchimp__members": {"database": "postgres", "schema": "public_mailchimp_dev", "name": "mailchimp__members", "resource_type": "model", "package_name": "mailchimp", "path": "mailchimp__members.sql", "original_file_path": "models/mailchimp__members.sql", "unique_id": "model.mailchimp.mailchimp__members", "fqn": ["mailchimp", "mailchimp__members"], "alias": "mailchimp__members", "checksum": {"name": "sha256", "checksum": "91f3ded5a2a9080833a5c32c71031d096c49732b85413ba3b1e5a02915ca777c"}, "config": {"enabled": true, "alias": null, "schema": "mailchimp_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 member in Mailchimp, enriched with campaign metrics and (optionally) automation metrics.", "columns": {"source_relation": {"name": "source_relation", "description": "Identifies the record's source.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.mailchimp.source_relation"]}, "member_id": {"name": "member_id", "description": "The ID of the member.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "email_address": {"name": "email_address", "description": "Email address for a subscriber.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "email_client": {"name": "email_client", "description": "The list member's email client.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "email_type": {"name": "email_type", "description": "Type of email this member asked to get ('html' or 'text').", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "status": {"name": "status", "description": "Subscriber's current status.  Possible Values: subscribed, unsubscribed, cleaned, pending, transactional, archived\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "list_id": {"name": "list_id", "description": "The ID of the list the member belongs to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "signup_timestamp": {"name": "signup_timestamp", "description": "The date and time the subscriber signed up for the list.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "opt_in_timestamp": {"name": "opt_in_timestamp", "description": "The date and time the subscribe confirmed their opt-in status.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "last_changed_timestamp": {"name": "last_changed_timestamp", "description": "The date and time the member's info was last changed.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "country_code": {"name": "country_code", "description": "The member's unique code for the location country.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "dstoff": {"name": "dstoff", "description": "The member's offset for timezones where daylight saving time is observed.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "gmtoff": {"name": "gmtoff", "description": "The member's time difference in hours from GMT.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "opt_in_ip_address": {"name": "opt_in_ip_address", "description": "The IP address the subscriber used to confirm their opt-in status.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "signup_ip_address": {"name": "signup_ip_address", "description": "IP address the subscriber signed up from.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "language": {"name": "language", "description": "If set/detected, the subscriber's language.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "latitude": {"name": "latitude", "description": "The member's location latitude.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "longitude": {"name": "longitude", "description": "The member's location longitude.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "member_rating": {"name": "member_rating", "description": "Star rating for this member, between 1 and 5.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "timezone": {"name": "timezone", "description": "The timezone for the member's location.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "unique_email_id": {"name": "unique_email_id", "description": "An identifier for the address across all of Mailchimp.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "vip": {"name": "vip", "description": "VIP status for subscriber.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "campaign_sends": {"name": "campaign_sends", "description": "The number of sent emails from campaigns.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.mailchimp.campaign_sends"]}, "campaign_opens": {"name": "campaign_opens", "description": "The number of open events from campaign emails. \nThe same email being opened multiple times is included in this metric.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.mailchimp.campaign_opens"]}, "campaign_clicks": {"name": "campaign_clicks", "description": "The number of click events from campaign emails. \nThe same email being clicked multiple times is included in this metric.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.mailchimp.campaign_clicks"]}, "campaign_unique_opens": {"name": "campaign_unique_opens", "description": "The unique number of emails opened from campaign emails. \nIf a given email to a user was opened multiple times, it will only count once in this metric.\nThis is the metric for opens that is reported by Mailchimp.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.mailchimp.campaign_unique_opens"]}, "campaign_unique_clicks": {"name": "campaign_unique_clicks", "description": "The unique number of emails clicked from campaign emails. \nIf a given email to a user was clicked multiple times, it will only count once in this metric.\nThis is the metric for clicks that is reported by Mailchimp.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.mailchimp.campaign_unique_clicks"]}, "campaign_unsubscribes": {"name": "campaign_unsubscribes", "description": "The number of users who have unsubscribed from campaign emails.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.mailchimp.campaign_unsubscribes"]}, "automation_sends": {"name": "automation_sends", "description": "The number of sent emails from automations.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.mailchimp.automation_sends"]}, "automation_opens": {"name": "automation_opens", "description": "The number of open events from automation emails. \nThe same email being opened multiple times is included in this metric.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.mailchimp.automation_opens"]}, "automation_clicks": {"name": "automation_clicks", "description": "The number of click events from automation emails. \nThe same email being clicked multiple times is included in this metric.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.mailchimp.automation_clicks"]}, "automation_unique_opens": {"name": "automation_unique_opens", "description": "The unique number of emails opened from automation emails. \nIf a given email to a user was opened multiple times, it will only count once in this metric.\nThis is the metric for opens that is reported by Mailchimp.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.mailchimp.automation_unique_opens"]}, "automation_unique_clicks": {"name": "automation_unique_clicks", "description": "The unique number of emails clicked from automation emails. \nIf a given email to a user was clicked multiple times, it will only count once in this metric.\nThis is the metric for clicks that is reported by Mailchimp.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.mailchimp.automation_unique_clicks"]}, "automation_unsubscribes": {"name": "automation_unsubscribes", "description": "The number of users who have unsubscribed from automation emails.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.mailchimp.automation_unsubscribes"]}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "mailchimp://models/mailchimp.yml", "build_path": null, "unrendered_config": {"schema": "mailchimp_{{ var('directed_schema','dev') }}", "materialized": "table"}, "created_at": 1762480777.6352339, "relation_name": "\"postgres\".\"public_mailchimp_dev\".\"mailchimp__members\"", "raw_code": "with members as (\n\n    select *\n    from {{ ref('stg_mailchimp__members')}}\n\n), campaign_activities as (\n\n    select *\n    from {{ ref('int_mailchimp__campaign_activities_by_member') }}\n\n), metrics as (\n\n    select\n        members.*,\n        coalesce(campaign_activities.sends,0) as campaign_sends,\n        coalesce(campaign_activities.opens,0) as campaign_opens,\n        coalesce(campaign_activities.clicks,0) as campaign_clicks,\n        coalesce(campaign_activities.unique_opens,0) as campaign_unique_opens,\n        coalesce(campaign_activities.unique_clicks,0) as campaign_unique_clicks\n\n        {% if var('mailchimp_using_unsubscribes', True) %}\n        , coalesce(campaign_activities.unsubscribes,0) as campaign_unsubscribes\n        {% endif %}\n    from members\n    left join campaign_activities\n        on members.member_id = campaign_activities.member_id\n        and members.list_id = campaign_activities.list_id\n        and members.source_relation = campaign_activities.source_relation\n\n{% if var('mailchimp_using_automations', True) %}\n\n), automation_activities as (\n\n    select *\n    from {{ ref('int_mailchimp__automation_activities_by_member') }}\n\n), metrics_xf as (\n\n    select\n        metrics.*,\n        coalesce(automation_activities.sends,0) as automation_sends,\n        coalesce(automation_activities.opens,0) as automation_opens,\n        coalesce(automation_activities.clicks,0) as automation_clicks,\n        coalesce(automation_activities.unique_opens,0) as automation_unique_opens,\n        coalesce(automation_activities.unique_clicks,0) as automation_unique_clicks\n\n        {% if var('mailchimp_using_unsubscribes', True) %}\n        , coalesce(automation_activities.unsubscribes,0) as automation_unsubscribes\n        {% endif %}\n    from metrics\n    left join automation_activities\n        on metrics.member_id = automation_activities.member_id\n        and metrics.list_id = automation_activities.list_id\n        and metrics.source_relation = automation_activities.source_relation\n\n)\n\nselect *\nfrom metrics_xf\n\n{% else %}\n\n)\n\nselect *\nfrom metrics \n\n{% endif %}", "doc_blocks": [], "language": "sql", "refs": [{"name": "stg_mailchimp__members", "package": null, "version": null}, {"name": "int_mailchimp__campaign_activities_by_member", "package": null, "version": null}, {"name": "int_mailchimp__automation_activities_by_member", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": ["model.mailchimp.stg_mailchimp__members", "model.mailchimp.int_mailchimp__campaign_activities_by_member", "model.mailchimp.int_mailchimp__automation_activities_by_member"]}, "compiled_path": "target/compiled/mailchimp/models/mailchimp__members.sql", "compiled": true, "compiled_code": "with  __dbt__cte__int_mailchimp__campaign_activities_by_member as (\nwith recipients as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"mailchimp__campaign_recipients\"\n\n), pivoted as (\n\n    select\n        source_relation,\n        member_id,\n        list_id,\n        count(*) as sends,\n        sum(opens) as opens,\n        sum(clicks) as clicks,\n        count(distinct case when was_opened = True then member_id end) as unique_opens,\n        count(distinct case when was_clicked = True then member_id end) as unique_clicks\n\n        \n        , count(distinct case when was_unsubscribed = True then member_id end) as unsubscribes\n        \n    from recipients\n    group by 1,2,3\n\n)\n\nselect *\nfrom pivoted\n),  __dbt__cte__int_mailchimp__automation_recipients as (\n\n\nwith recipients as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__automation_recipients\"\n\n), automation_emails as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__automation_emails\"\n\n), automations as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__automations\"\n\n), joined as (\n\n    select\n        recipients.*,\n        automations.segment_id,\n        automations.automation_id\n\n    from recipients\n    left join automation_emails\n        on recipients.automation_email_id = automation_emails.automation_email_id\n        and recipients.source_relation = automation_emails.source_relation\n    left join automations\n        on automation_emails.automation_id = automations.automation_id\n        and automation_emails.source_relation = automations.source_relation\n\n)\n\nselect * \nfrom joined\n),  __dbt__cte__int_mailchimp__automation_unsubscribes as (\n\n\nwith unsubscribes as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__unsubscribes\"\n\n), automation_emails as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__automation_emails\"\n\n), automations as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__automations\"\n\n), joined as (\n\n    select\n        unsubscribes.*,\n        automations.segment_id,\n        automations.automation_id\n\n    from unsubscribes\n    left join automation_emails\n        on unsubscribes.campaign_id = automation_emails.automation_email_id\n        and unsubscribes.source_relation = automation_emails.source_relation\n    left join automations\n        on automation_emails.automation_id = automations.automation_id\n        and automation_emails.source_relation = automations.source_relation\n\n)\n\nselect * \nfrom joined\n),  __dbt__cte__int_mailchimp__automation_activities_by_member as (\n\n\nwith activities as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"mailchimp__automation_activities\"\n\n), recipients as (\n\n    select *\n    from __dbt__cte__int_mailchimp__automation_recipients\n\n\n), unsubscribes as (\n\n    select *\n    from __dbt__cte__int_mailchimp__automation_unsubscribes\n\n), unsubscribes_xf as (\n\n    select\n        source_relation,\n        member_id,\n        list_id,\n        count(*) as unsubscribes\n    from unsubscribes\n    group by 1,2,3\n\n\n-- aggregate automation opens and clicks by member\n\n), pivoted as (\n\n    select\n        source_relation,\n        member_id,\n        list_id,\n        sum(case when action_type = 'open' then 1 end) as opens,\n        sum(case when action_type = 'click' then 1 end) as clicks,\n        count(distinct case when action_type = 'open' then member_id end) as unique_opens,\n        count(distinct case when action_type = 'click' then member_id end) as unique_clicks\n    from activities\n    group by 1,2,3\n\n), sends as (\n\n    select\n        source_relation,\n        member_id,\n        list_id,\n        count(*) as sends\n    from recipients\n    group by 1,2,3\n\n), joined as (\n\n    select\n        coalesce(sends.source_relation\n            , pivoted.source_relation\n            , unsubscribes_xf.source_relation\n            ) as source_relation,\n        coalesce(sends.member_id\n            , pivoted.member_id\n            , unsubscribes_xf.member_id\n            ) as member_id,\n        pivoted.list_id,\n        pivoted.opens,\n        pivoted.clicks,\n        pivoted.unique_opens,\n        pivoted.unique_clicks,\n        sends.sends\n        , unsubscribes_xf.unsubscribes\n    from sends\n    left join pivoted\n        on pivoted.member_id = sends.member_id\n        and pivoted.list_id = sends.list_id\n        and pivoted.source_relation = sends.source_relation\n\n    \n    left join unsubscribes_xf\n        on unsubscribes_xf.member_id = sends.member_id\n        and unsubscribes_xf.list_id = sends.list_id\n        and unsubscribes_xf.source_relation = sends.source_relation\n    \n\n)\n\nselect *\nfrom joined\n), members as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__members\"\n\n), campaign_activities as (\n\n    select *\n    from __dbt__cte__int_mailchimp__campaign_activities_by_member\n\n), metrics as (\n\n    select\n        members.*,\n        coalesce(campaign_activities.sends,0) as campaign_sends,\n        coalesce(campaign_activities.opens,0) as campaign_opens,\n        coalesce(campaign_activities.clicks,0) as campaign_clicks,\n        coalesce(campaign_activities.unique_opens,0) as campaign_unique_opens,\n        coalesce(campaign_activities.unique_clicks,0) as campaign_unique_clicks\n\n        \n        , coalesce(campaign_activities.unsubscribes,0) as campaign_unsubscribes\n        \n    from members\n    left join campaign_activities\n        on members.member_id = campaign_activities.member_id\n        and members.list_id = campaign_activities.list_id\n        and members.source_relation = campaign_activities.source_relation\n\n\n\n), automation_activities as (\n\n    select *\n    from __dbt__cte__int_mailchimp__automation_activities_by_member\n\n), metrics_xf as (\n\n    select\n        metrics.*,\n        coalesce(automation_activities.sends,0) as automation_sends,\n        coalesce(automation_activities.opens,0) as automation_opens,\n        coalesce(automation_activities.clicks,0) as automation_clicks,\n        coalesce(automation_activities.unique_opens,0) as automation_unique_opens,\n        coalesce(automation_activities.unique_clicks,0) as automation_unique_clicks\n\n        \n        , coalesce(automation_activities.unsubscribes,0) as automation_unsubscribes\n        \n    from metrics\n    left join automation_activities\n        on metrics.member_id = automation_activities.member_id\n        and metrics.list_id = automation_activities.list_id\n        and metrics.source_relation = automation_activities.source_relation\n\n)\n\nselect *\nfrom metrics_xf\n\n", "extra_ctes_injected": true, "extra_ctes": [{"id": "model.mailchimp.int_mailchimp__campaign_activities_by_member", "sql": " __dbt__cte__int_mailchimp__campaign_activities_by_member as (\nwith recipients as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"mailchimp__campaign_recipients\"\n\n), pivoted as (\n\n    select\n        source_relation,\n        member_id,\n        list_id,\n        count(*) as sends,\n        sum(opens) as opens,\n        sum(clicks) as clicks,\n        count(distinct case when was_opened = True then member_id end) as unique_opens,\n        count(distinct case when was_clicked = True then member_id end) as unique_clicks\n\n        \n        , count(distinct case when was_unsubscribed = True then member_id end) as unsubscribes\n        \n    from recipients\n    group by 1,2,3\n\n)\n\nselect *\nfrom pivoted\n)"}, {"id": "model.mailchimp.int_mailchimp__automation_recipients", "sql": " __dbt__cte__int_mailchimp__automation_recipients as (\n\n\nwith recipients as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__automation_recipients\"\n\n), automation_emails as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__automation_emails\"\n\n), automations as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__automations\"\n\n), joined as (\n\n    select\n        recipients.*,\n        automations.segment_id,\n        automations.automation_id\n\n    from recipients\n    left join automation_emails\n        on recipients.automation_email_id = automation_emails.automation_email_id\n        and recipients.source_relation = automation_emails.source_relation\n    left join automations\n        on automation_emails.automation_id = automations.automation_id\n        and automation_emails.source_relation = automations.source_relation\n\n)\n\nselect * \nfrom joined\n)"}, {"id": "model.mailchimp.int_mailchimp__automation_unsubscribes", "sql": " __dbt__cte__int_mailchimp__automation_unsubscribes as (\n\n\nwith unsubscribes as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__unsubscribes\"\n\n), automation_emails as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__automation_emails\"\n\n), automations as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__automations\"\n\n), joined as (\n\n    select\n        unsubscribes.*,\n        automations.segment_id,\n        automations.automation_id\n\n    from unsubscribes\n    left join automation_emails\n        on unsubscribes.campaign_id = automation_emails.automation_email_id\n        and unsubscribes.source_relation = automation_emails.source_relation\n    left join automations\n        on automation_emails.automation_id = automations.automation_id\n        and automation_emails.source_relation = automations.source_relation\n\n)\n\nselect * \nfrom joined\n)"}, {"id": "model.mailchimp.int_mailchimp__automation_activities_by_member", "sql": " __dbt__cte__int_mailchimp__automation_activities_by_member as (\n\n\nwith activities as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"mailchimp__automation_activities\"\n\n), recipients as (\n\n    select *\n    from __dbt__cte__int_mailchimp__automation_recipients\n\n\n), unsubscribes as (\n\n    select *\n    from __dbt__cte__int_mailchimp__automation_unsubscribes\n\n), unsubscribes_xf as (\n\n    select\n        source_relation,\n        member_id,\n        list_id,\n        count(*) as unsubscribes\n    from unsubscribes\n    group by 1,2,3\n\n\n-- aggregate automation opens and clicks by member\n\n), pivoted as (\n\n    select\n        source_relation,\n        member_id,\n        list_id,\n        sum(case when action_type = 'open' then 1 end) as opens,\n        sum(case when action_type = 'click' then 1 end) as clicks,\n        count(distinct case when action_type = 'open' then member_id end) as unique_opens,\n        count(distinct case when action_type = 'click' then member_id end) as unique_clicks\n    from activities\n    group by 1,2,3\n\n), sends as (\n\n    select\n        source_relation,\n        member_id,\n        list_id,\n        count(*) as sends\n    from recipients\n    group by 1,2,3\n\n), joined as (\n\n    select\n        coalesce(sends.source_relation\n            , pivoted.source_relation\n            , unsubscribes_xf.source_relation\n            ) as source_relation,\n        coalesce(sends.member_id\n            , pivoted.member_id\n            , unsubscribes_xf.member_id\n            ) as member_id,\n        pivoted.list_id,\n        pivoted.opens,\n        pivoted.clicks,\n        pivoted.unique_opens,\n        pivoted.unique_clicks,\n        sends.sends\n        , unsubscribes_xf.unsubscribes\n    from sends\n    left join pivoted\n        on pivoted.member_id = sends.member_id\n        and pivoted.list_id = sends.list_id\n        and pivoted.source_relation = sends.source_relation\n\n    \n    left join unsubscribes_xf\n        on unsubscribes_xf.member_id = sends.member_id\n        and unsubscribes_xf.list_id = sends.list_id\n        and unsubscribes_xf.source_relation = sends.source_relation\n    \n\n)\n\nselect *\nfrom joined\n)"}], "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.mailchimp.stg_mailchimp__campaign_recipients": {"database": "postgres", "schema": "public_mailchimp_dev", "name": "stg_mailchimp__campaign_recipients", "resource_type": "model", "package_name": "mailchimp", "path": "staging/stg_mailchimp__campaign_recipients.sql", "original_file_path": "models/staging/stg_mailchimp__campaign_recipients.sql", "unique_id": "model.mailchimp.stg_mailchimp__campaign_recipients", "fqn": ["mailchimp", "staging", "stg_mailchimp__campaign_recipients"], "alias": "stg_mailchimp__campaign_recipients", "checksum": {"name": "sha256", "checksum": "c45bcf0c826daf2f6dbccdd9c84cd2ae947d7699db695b0a893575e38b8b8afa"}, "config": {"enabled": true, "alias": null, "schema": "mailchimp_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 the send of a campaign email.", "columns": {"source_relation": {"name": "source_relation", "description": "Identifies the record's source.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.mailchimp.source_relation"]}, "email_id": {"name": "email_id", "description": "Surrogate key hashed on source_relation, campaign_id and member_id.", "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 a sent email is from.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "member_id": {"name": "member_id", "description": "The ID of the member an email was sent to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "combination_id": {"name": "combination_id", "description": "The ID of the combination the member was part of for a campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "list_id": {"name": "list_id", "description": "The ID of the list the campaign was sent to.", "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": "mailchimp://models/staging/stg_mailchimp.yml", "build_path": null, "unrendered_config": {"schema": "mailchimp_{{ var('directed_schema','dev') }}", "materialized": "table"}, "created_at": 1762480777.7721553, "relation_name": "\"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__campaign_recipients\"", "raw_code": "with base as (\n\n    select * \n    from {{ ref('stg_mailchimp__campaign_recipients_tmp') }}\n\n),\n\n\nfields as (\n\n    select\n        {{\n            fivetran_utils.fill_staging_columns(\n                source_columns=adapter.get_columns_in_relation(ref('stg_mailchimp__campaign_recipients_tmp')),\n                staging_columns=get_campaign_recipient_columns()\n            )\n        }}\n        {{ mailchimp.apply_source_relation() }}\n\n    from base\n),\n\nfinal as (\n\n    select\n        source_relation,\n        campaign_id,\n        member_id,\n        combination_id,\n        list_id\n    from fields\n\n),\n\nunique_key as (\n\n    select\n        *,\n        {{ dbt_utils.generate_surrogate_key(['source_relation','campaign_id','member_id']) }} as email_id\n    from final\n\n)\n\nselect *\nfrom unique_key", "doc_blocks": [], "language": "sql", "refs": [{"name": "stg_mailchimp__campaign_recipients_tmp", "package": null, "version": null}, {"name": "stg_mailchimp__campaign_recipients_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.mailchimp.get_campaign_recipient_columns", "macro.fivetran_utils.fill_staging_columns", "macro.mailchimp.apply_source_relation", "macro.dbt_utils.generate_surrogate_key"], "nodes": ["model.mailchimp.stg_mailchimp__campaign_recipients_tmp"]}, "compiled_path": "target/compiled/mailchimp/models/staging/stg_mailchimp__campaign_recipients.sql", "compiled": true, "compiled_code": "with base as (\n\n    select * \n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__campaign_recipients_tmp\"\n\n),\n\n\nfields as (\n\n    select\n        \n    \n    \n    _fivetran_synced\n    \n as \n    \n    _fivetran_synced\n    \n, \n    \n    \n    campaign_id\n    \n as \n    \n    campaign_id\n    \n, \n    \n    \n    combination_id\n    \n as \n    \n    combination_id\n    \n, \n    \n    \n    list_id\n    \n as \n    \n    list_id\n    \n, \n    \n    \n    member_id\n    \n as \n    \n    member_id\n    \n\n\n\n        \n, 'postgres' || '.'|| 'public' as source_relation\n\n\n    from base\n),\n\nfinal as (\n\n    select\n        source_relation,\n        campaign_id,\n        member_id,\n        combination_id,\n        list_id\n    from fields\n\n),\n\nunique_key as (\n\n    select\n        *,\n        md5(cast(coalesce(cast(source_relation as TEXT), '_dbt_utils_surrogate_key_null_') || '-' || coalesce(cast(campaign_id as TEXT), '_dbt_utils_surrogate_key_null_') || '-' || coalesce(cast(member_id as TEXT), '_dbt_utils_surrogate_key_null_') as TEXT)) as email_id\n    from final\n\n)\n\nselect *\nfrom unique_key", "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": ["email_id"], "time_spine": null}, "model.mailchimp.stg_mailchimp__unsubscribes": {"database": "postgres", "schema": "public_mailchimp_dev", "name": "stg_mailchimp__unsubscribes", "resource_type": "model", "package_name": "mailchimp", "path": "staging/stg_mailchimp__unsubscribes.sql", "original_file_path": "models/staging/stg_mailchimp__unsubscribes.sql", "unique_id": "model.mailchimp.stg_mailchimp__unsubscribes", "fqn": ["mailchimp", "staging", "stg_mailchimp__unsubscribes"], "alias": "stg_mailchimp__unsubscribes", "checksum": {"name": "sha256", "checksum": "40197bbe54ec4f8a19be398d16e8361c8458256c80f1bcc6dc5e148cabd109e9"}, "config": {"enabled": true, "alias": null, "schema": "mailchimp_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 member who unsubscribed.", "columns": {"source_relation": {"name": "source_relation", "description": "Identifies the record's source.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.mailchimp.source_relation"]}, "unsubscribe_id": {"name": "unsubscribe_id", "description": "Surrogate key hashed on source_relation, member_id, list_id, and unsubscribe_timestamp", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "campaign_id": {"name": "campaign_id", "description": "The unique id for the campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "member_id": {"name": "member_id", "description": "The ID of the member an email was sent to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "list_id": {"name": "list_id", "description": "The unique ID for the list.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "reason": {"name": "reason", "description": "Field expressing unsubscribe reason.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "timestamp": {"name": "timestamp", "description": "The time and date the member unsubscribed.", "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": "mailchimp://models/staging/stg_mailchimp.yml", "build_path": null, "unrendered_config": {"schema": "mailchimp_{{ var('directed_schema','dev') }}", "materialized": "table", "enabled": true}, "created_at": 1762480777.7820866, "relation_name": "\"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__unsubscribes\"", "raw_code": "{{ config(enabled=var('mailchimp_using_unsubscribes', True)) }}\n\nwith base as (\n\n    select * \n    from {{ ref('stg_mailchimp__unsubscribes_tmp') }}\n\n),\n\n\nfields as (\n\n    select\n        {{\n            fivetran_utils.fill_staging_columns(\n                source_columns=adapter.get_columns_in_relation(ref('stg_mailchimp__unsubscribes_tmp')),\n                staging_columns=get_unsubscribe_columns()\n            )\n        }}\n        {{ mailchimp.apply_source_relation() }}\n\n    from base\n\n), \n\nfinal as (\n\n    select\n        source_relation,\n        campaign_id,\n        member_id,\n        list_id,\n        reason as unsubscribe_reason,\n        timestamp as unsubscribe_timestamp\n    from fields\n\n),\n\nunique_key as (\n\n    select\n        *,\n        {{ dbt_utils.generate_surrogate_key(['source_relation', 'member_id', 'list_id', 'unsubscribe_timestamp']) }} as unsubscribe_id\n    from final\n\n)\n\nselect *\nfrom unique_key", "doc_blocks": [], "language": "sql", "refs": [{"name": "stg_mailchimp__unsubscribes_tmp", "package": null, "version": null}, {"name": "stg_mailchimp__unsubscribes_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.mailchimp.get_unsubscribe_columns", "macro.fivetran_utils.fill_staging_columns", "macro.mailchimp.apply_source_relation", "macro.dbt_utils.generate_surrogate_key"], "nodes": ["model.mailchimp.stg_mailchimp__unsubscribes_tmp"]}, "compiled_path": "target/compiled/mailchimp/models/staging/stg_mailchimp__unsubscribes.sql", "compiled": true, "compiled_code": "\n\nwith base as (\n\n    select * \n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__unsubscribes_tmp\"\n\n),\n\n\nfields as (\n\n    select\n        \n    \n    \n    _fivetran_synced\n    \n as \n    \n    _fivetran_synced\n    \n, \n    \n    \n    campaign_id\n    \n as \n    \n    campaign_id\n    \n, \n    \n    \n    list_id\n    \n as \n    \n    list_id\n    \n, \n    \n    \n    member_id\n    \n as \n    \n    member_id\n    \n, \n    \n    \n    reason\n    \n as \n    \n    reason\n    \n, \n    \n    \n    timestamp\n    \n as \n    \n    timestamp\n    \n\n\n\n        \n, 'postgres' || '.'|| 'public' as source_relation\n\n\n    from base\n\n), \n\nfinal as (\n\n    select\n        source_relation,\n        campaign_id,\n        member_id,\n        list_id,\n        reason as unsubscribe_reason,\n        timestamp as unsubscribe_timestamp\n    from fields\n\n),\n\nunique_key as (\n\n    select\n        *,\n        md5(cast(coalesce(cast(source_relation as TEXT), '_dbt_utils_surrogate_key_null_') || '-' || coalesce(cast(member_id as TEXT), '_dbt_utils_surrogate_key_null_') || '-' || coalesce(cast(list_id as TEXT), '_dbt_utils_surrogate_key_null_') || '-' || coalesce(cast(unsubscribe_timestamp as TEXT), '_dbt_utils_surrogate_key_null_') as TEXT)) as unsubscribe_id\n    from final\n\n)\n\nselect *\nfrom unique_key", "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": ["unsubscribe_id"], "time_spine": null}, "model.mailchimp.stg_mailchimp__automations": {"database": "postgres", "schema": "public_mailchimp_dev", "name": "stg_mailchimp__automations", "resource_type": "model", "package_name": "mailchimp", "path": "staging/stg_mailchimp__automations.sql", "original_file_path": "models/staging/stg_mailchimp__automations.sql", "unique_id": "model.mailchimp.stg_mailchimp__automations", "fqn": ["mailchimp", "staging", "stg_mailchimp__automations"], "alias": "stg_mailchimp__automations", "checksum": {"name": "sha256", "checksum": "3c5c78eaf03e8a927790834c1bbf747e3aaa62648f94fc217cb87679f864ce2e"}, "config": {"enabled": true, "alias": null, "schema": "mailchimp_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 an automation in Mailchimp.", "columns": {"source_relation": {"name": "source_relation", "description": "Identifies the record's source.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.mailchimp.source_relation"]}, "automation_id": {"name": "automation_id", "description": "The ID of the automation in Mailchimp.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "list_id": {"name": "list_id", "description": "The ID of the List an automation was sent to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "segment_id": {"name": "segment_id", "description": "The ID of the Segment an automation was sent to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "segment_text": {"name": "segment_text", "description": "The field describing the Segment an automation was sent to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "started_timestamp": {"name": "started_timestamp", "description": "The date and time the Automation was started.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "created_timestamp": {"name": "created_timestamp", "description": "The date and time the Automation was created.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "status": {"name": "status", "description": "The current status of the Automation. Possible Values: save, paused, sending\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "title": {"name": "title", "description": "The title of the Automation.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "trigger_settings": {"name": "trigger_settings", "description": "Available triggers for Automation workflows.", "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": "mailchimp://models/staging/stg_mailchimp.yml", "build_path": null, "unrendered_config": {"schema": "mailchimp_{{ var('directed_schema','dev') }}", "materialized": "table", "enabled": true}, "created_at": 1762480777.7712698, "relation_name": "\"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__automations\"", "raw_code": "{{ config(enabled=var('mailchimp_using_automations', True)) }}\n\nwith base as (\n\n    select * \n    from {{ ref('stg_mailchimp__automations_tmp') }}\n\n),\n\nfields as (\n\n    select\n        {{\n            fivetran_utils.fill_staging_columns(\n                source_columns=adapter.get_columns_in_relation(ref('stg_mailchimp__automations_tmp')),\n                staging_columns=get_automation_columns()\n            )\n        }}\n        {{ mailchimp.apply_source_relation() }}\n\n    from base\n),\n\nfinal as (\n\n    select\n        source_relation,\n        id as automation_id,\n        list_id,\n        segment_id, \n        segment_text,\n        start_time as started_timestamp,\n        create_time as created_timestamp,\n        status,\n        title,\n        trigger_settings\n    from fields\n\n)\n\nselect *\nfrom final", "doc_blocks": [], "language": "sql", "refs": [{"name": "stg_mailchimp__automations_tmp", "package": null, "version": null}, {"name": "stg_mailchimp__automations_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.mailchimp.get_automation_columns", "macro.fivetran_utils.fill_staging_columns", "macro.mailchimp.apply_source_relation"], "nodes": ["model.mailchimp.stg_mailchimp__automations_tmp"]}, "compiled_path": "target/compiled/mailchimp/models/staging/stg_mailchimp__automations.sql", "compiled": true, "compiled_code": "\n\nwith base as (\n\n    select * \n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__automations_tmp\"\n\n),\n\nfields as (\n\n    select\n        \n    \n    \n    _fivetran_deleted\n    \n as \n    \n    _fivetran_deleted\n    \n, \n    \n    \n    _fivetran_synced\n    \n as \n    \n    _fivetran_synced\n    \n, \n    \n    \n    create_time\n    \n as \n    \n    create_time\n    \n, \n    \n    \n    id\n    \n as \n    \n    id\n    \n, \n    \n    \n    list_id\n    \n as \n    \n    list_id\n    \n, \n    \n    \n    segment_id\n    \n as \n    \n    segment_id\n    \n, \n    \n    \n    segment_text\n    \n as \n    \n    segment_text\n    \n, \n    \n    \n    start_time\n    \n as \n    \n    start_time\n    \n, \n    \n    \n    status\n    \n as \n    \n    status\n    \n, \n    \n    \n    title\n    \n as \n    \n    title\n    \n, \n    \n    \n    trigger_settings\n    \n as \n    \n    trigger_settings\n    \n\n\n\n        \n, 'postgres' || '.'|| 'public' as source_relation\n\n\n    from base\n),\n\nfinal as (\n\n    select\n        source_relation,\n        id as automation_id,\n        list_id,\n        segment_id, \n        segment_text,\n        start_time as started_timestamp,\n        create_time as created_timestamp,\n        status,\n        title,\n        trigger_settings\n    from fields\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": ["automation_id"], "time_spine": null}, "model.mailchimp.stg_mailchimp__members": {"database": "postgres", "schema": "public_mailchimp_dev", "name": "stg_mailchimp__members", "resource_type": "model", "package_name": "mailchimp", "path": "staging/stg_mailchimp__members.sql", "original_file_path": "models/staging/stg_mailchimp__members.sql", "unique_id": "model.mailchimp.stg_mailchimp__members", "fqn": ["mailchimp", "staging", "stg_mailchimp__members"], "alias": "stg_mailchimp__members", "checksum": {"name": "sha256", "checksum": "23afb178cd498cab5f92b599b935cfbf8e93594d96ef87f5f4cf14ca10174425"}, "config": {"enabled": true, "alias": null, "schema": "mailchimp_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 member in Mailchimp.", "columns": {"source_relation": {"name": "source_relation", "description": "Identifies the record's source.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.mailchimp.source_relation"]}, "member_id": {"name": "member_id", "description": "The ID of the member.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "email_address": {"name": "email_address", "description": "Email address for a subscriber.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "email_client": {"name": "email_client", "description": "The list member's email client.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "email_type": {"name": "email_type", "description": "Type of email this member asked to get ('html' or 'text').", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "status": {"name": "status", "description": "Subscriber's current status.  Possible Values: subscribed, unsubscribed, cleaned, pending, transactional, archived\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "list_id": {"name": "list_id", "description": "The ID of the list the member belongs to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "signup_timestamp": {"name": "signup_timestamp", "description": "The date and time the subscriber signed up for the list.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "opt_in_timestamp": {"name": "opt_in_timestamp", "description": "The date and time the subscribe confirmed their opt-in status.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "last_changed_timestamp": {"name": "last_changed_timestamp", "description": "The date and time the member's info was last changed.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "country_code": {"name": "country_code", "description": "The member's unique code for the location country.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "dstoff": {"name": "dstoff", "description": "The member's offset for timezones where daylight saving time is observed.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "gmtoff": {"name": "gmtoff", "description": "The member's time difference in hours from GMT.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "opt_in_ip_address": {"name": "opt_in_ip_address", "description": "The IP address the subscriber used to confirm their opt-in status.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "signup_ip_address": {"name": "signup_ip_address", "description": "IP address the subscriber signed up from.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "language": {"name": "language", "description": "If set/detected, the subscriber's language.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "latitude": {"name": "latitude", "description": "The member's location latitude.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "longitude": {"name": "longitude", "description": "The member's location longitude.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "member_rating": {"name": "member_rating", "description": "Star rating for this member, between 1 and 5.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "timezone": {"name": "timezone", "description": "The timezone for the member's location.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "unique_email_id": {"name": "unique_email_id", "description": "An identifier for the address across all of Mailchimp.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "vip": {"name": "vip", "description": "VIP status for subscriber.", "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": "mailchimp://models/staging/stg_mailchimp.yml", "build_path": null, "unrendered_config": {"schema": "mailchimp_{{ var('directed_schema','dev') }}", "materialized": "table"}, "created_at": 1762480777.778876, "relation_name": "\"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__members\"", "raw_code": "with base as (\n\n    select * \n    from {{ ref('stg_mailchimp__members_tmp') }}\n\n),\n\n\nfields as (\n\n    select\n        {{\n            fivetran_utils.fill_staging_columns(\n                source_columns=adapter.get_columns_in_relation(ref('stg_mailchimp__members_tmp')),\n                staging_columns=get_member_columns()\n            )\n        }}\n        {{ mailchimp.apply_source_relation() }}\n\n    from base\n),\n\nfinal as (\n\n    select\n        source_relation,\n        id as member_id,\n        email_address,\n        email_client,\n        email_type,\n        status,\n        list_id,\n        timestamp_signup as signup_timestamp,\n        timestamp_opt as opt_in_timestamp,\n        last_changed as last_changed_timestamp,\n        country_code,\n        dstoff,\n        gmtoff,\n        ip_opt as opt_in_ip_address,\n        ip_signup as signup_ip_address,\n        language,\n        latitude,\n        longitude,\n        member_rating,\n        timezone,\n        unique_email_id,\n        vip\n        \n        --The below macro adds the fields defined within your mailchimp__member_pass_through_columns variable into the staging model\n        {{ fivetran_utils.fill_pass_through_columns('mailchimp__members_pass_through_columns') }}\n        \n    from fields\n\n)\n\nselect *\nfrom final", "doc_blocks": [], "language": "sql", "refs": [{"name": "stg_mailchimp__members_tmp", "package": null, "version": null}, {"name": "stg_mailchimp__members_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.mailchimp.get_member_columns", "macro.fivetran_utils.fill_staging_columns", "macro.mailchimp.apply_source_relation", "macro.fivetran_utils.fill_pass_through_columns"], "nodes": ["model.mailchimp.stg_mailchimp__members_tmp"]}, "compiled_path": "target/compiled/mailchimp/models/staging/stg_mailchimp__members.sql", "compiled": true, "compiled_code": "with base as (\n\n    select * \n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__members_tmp\"\n\n),\n\n\nfields as (\n\n    select\n        \n    \n    \n    _fivetran_synced\n    \n as \n    \n    _fivetran_synced\n    \n, \n    \n    \n    country_code\n    \n as \n    \n    country_code\n    \n, \n    \n    \n    dstoff\n    \n as \n    \n    dstoff\n    \n, \n    \n    \n    email_address\n    \n as \n    \n    email_address\n    \n, \n    \n    \n    email_client\n    \n as \n    \n    email_client\n    \n, \n    \n    \n    email_type\n    \n as \n    \n    email_type\n    \n, \n    \n    \n    gmtoff\n    \n as \n    \n    gmtoff\n    \n, \n    \n    \n    id\n    \n as \n    \n    id\n    \n, \n    \n    \n    ip_opt\n    \n as \n    \n    ip_opt\n    \n, \n    \n    \n    ip_signup\n    \n as \n    \n    ip_signup\n    \n, \n    \n    \n    language\n    \n as \n    \n    language\n    \n, \n    \n    \n    last_changed\n    \n as \n    \n    last_changed\n    \n, \n    \n    \n    latitude\n    \n as \n    \n    latitude\n    \n, \n    \n    \n    list_id\n    \n as \n    \n    list_id\n    \n, \n    \n    \n    longitude\n    \n as \n    \n    longitude\n    \n, \n    \n    \n    member_rating\n    \n as \n    \n    member_rating\n    \n, \n    \n    \n    status\n    \n as \n    \n    status\n    \n, \n    \n    \n    timestamp_opt\n    \n as \n    \n    timestamp_opt\n    \n, \n    \n    \n    timestamp_signup\n    \n as \n    \n    timestamp_signup\n    \n, \n    \n    \n    timezone\n    \n as \n    \n    timezone\n    \n, \n    \n    \n    unique_email_id\n    \n as \n    \n    unique_email_id\n    \n, \n    \n    \n    vip\n    \n as \n    \n    vip\n    \n\n\n\n        \n, 'postgres' || '.'|| 'public' as source_relation\n\n\n    from base\n),\n\nfinal as (\n\n    select\n        source_relation,\n        id as member_id,\n        email_address,\n        email_client,\n        email_type,\n        status,\n        list_id,\n        timestamp_signup as signup_timestamp,\n        timestamp_opt as opt_in_timestamp,\n        last_changed as last_changed_timestamp,\n        country_code,\n        dstoff,\n        gmtoff,\n        ip_opt as opt_in_ip_address,\n        ip_signup as signup_ip_address,\n        language,\n        latitude,\n        longitude,\n        member_rating,\n        timezone,\n        unique_email_id,\n        vip\n        \n        --The below macro adds the fields defined within your mailchimp__member_pass_through_columns variable into the staging model\n        \n\n\n\n\n        \n    from fields\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.mailchimp.stg_mailchimp__campaigns": {"database": "postgres", "schema": "public_mailchimp_dev", "name": "stg_mailchimp__campaigns", "resource_type": "model", "package_name": "mailchimp", "path": "staging/stg_mailchimp__campaigns.sql", "original_file_path": "models/staging/stg_mailchimp__campaigns.sql", "unique_id": "model.mailchimp.stg_mailchimp__campaigns", "fqn": ["mailchimp", "staging", "stg_mailchimp__campaigns"], "alias": "stg_mailchimp__campaigns", "checksum": {"name": "sha256", "checksum": "909a7a3312a164d4f4823fa004a58f79cbfa67ed11a918a1d969dc6b498a687e"}, "config": {"enabled": true, "alias": null, "schema": "mailchimp_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 campaign in Mailchimp.", "columns": {"source_relation": {"name": "source_relation", "description": "Identifies the record's source.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.mailchimp.source_relation"]}, "campaign_id": {"name": "campaign_id", "description": "The ID of the campaign in Mailchimp.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "segment_id": {"name": "segment_id", "description": "The ID of the Segment a campaign was sent to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "create_timestamp": {"name": "create_timestamp", "description": "The date and time the campaign was created.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "send_timestamp": {"name": "send_timestamp", "description": "The date and time a campaign was sent.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "list_id": {"name": "list_id", "description": "The ID of the List a campaign was sent to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "reply_to_email": {"name": "reply_to_email", "description": "The reply-to email address for the campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "campaign_type": {"name": "campaign_type", "description": "The type of campaign sent.  Possible values: regular, plaintext, absplit, variate, rss.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "title": {"name": "title", "description": "The title of the campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "archive_url": {"name": "archive_url", "description": "The link to the campaign's archive version in ISO 8601 format.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "authenticate": {"name": "authenticate", "description": "Whether Mailchimp authenticated the campaign. Defaults to true.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "auto_footer": {"name": "auto_footer", "description": "Automatically append Mailchimp's default footer to the campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "auto_tweet": {"name": "auto_tweet", "description": "Automatically tweet a link to the campaign archive page when the campaign is sent.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "clicktale": {"name": "clicktale", "description": "The custom slug for ClickTale tracking (max of 50 bytes).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "content_type": {"name": "content_type", "description": "How the campaign's content is put together ('template', 'drag_and_drop', 'html', 'url').", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "drag_and_drop": {"name": "drag_and_drop", "description": "Whether the campaign uses the drag-and-drop editor.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "fb_comments": {"name": "fb_comments", "description": "Allows Facebook comments on the campaign (also force-enables the Campaign Archive toolbar). Defaults to true.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "folder_id": {"name": "folder_id", "description": "If the campaign is listed in a folder, the ID for that folder.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "from_name": {"name": "from_name", "description": "The 'from' name on the campaign (not an email address).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "google_analytics": {"name": "google_analytics", "description": "The custom slug for Google Analytics tracking (max of 50 bytes).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "inline_css": {"name": "inline_css", "description": "Automatically inline the CSS included with the campaign content.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "long_archive_url": {"name": "long_archive_url", "description": "The original link to the campaign's archive version.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "status": {"name": "status", "description": "The current status of the campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "subject_line": {"name": "subject_line", "description": "The subject line for the campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "template_id": {"name": "template_id", "description": "The ID for the template used in this campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "test_size": {"name": "test_size", "description": "The percentage of recipients to send the test combinations to, must be a value between 10 and 100.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "timewarp": {"name": "timewarp", "description": "Send this campaign using Timewarpe_this", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "to_name": {"name": "to_name", "description": "The campaign's custom 'To' name. Typically the first name merge field.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "track_ecomm_360": {"name": "track_ecomm_360", "description": "Whether to enable eCommerce360 tracking.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "track_goals": {"name": "track_goals", "description": "Whether to enable Goal tracking.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "track_html_clicks": {"name": "track_html_clicks", "description": "Whether to track clicks in the HTML version of the campaign. Defaults to true. Cannot be set to false for variate campaigns.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "track_opens": {"name": "track_opens", "description": "Whether to track opens. Defaults to true. Cannot be set to false for variate campaigns.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "track_text_clicks": {"name": "track_text_clicks", "description": "Whether to track clicks in the plain-text version of the campaign. Defaults to true. Cannot be set to false for variate campaigns.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "use_conversation": {"name": "use_conversation", "description": "Use Mailchimp Conversation feature to manage out-of-office replies.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "wait_time": {"name": "wait_time", "description": "The number of minutes to wait before choosing the winning campaign. The value of wait_time must be greater than 0 and in whole hours, specified in minutes.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "winner_criteria": {"name": "winner_criteria", "description": "The combination that performs the best.  This may be determined automatically by click rate, open rate, or total revenue\u2014or  you may choose manually based on the reporting data you find the most valuable.  For Multivariate Campaigns testing send_time, winner_criteria is ignored.  For Multivariate Campaigns with 'manual' as the winner_criteria, the winner must be chosen in the Mailchimp web application.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "winning_campaign_id": {"name": "winning_campaign_id", "description": "ID of the campaign that was sent to the remaining recipients based on the winning combination.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "winning_combination_id": {"name": "winning_combination_id", "description": "ID for the winning combination.", "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": "mailchimp://models/staging/stg_mailchimp.yml", "build_path": null, "unrendered_config": {"schema": "mailchimp_{{ var('directed_schema','dev') }}", "materialized": "table"}, "created_at": 1762480777.7755604, "relation_name": "\"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__campaigns\"", "raw_code": "with base as (\n\n    select * \n    from {{ ref('stg_mailchimp__campaigns_tmp') }}\n\n),\n\n\nfields as (\n\n    select\n        {{\n            fivetran_utils.fill_staging_columns(\n                source_columns=adapter.get_columns_in_relation(ref('stg_mailchimp__campaigns_tmp')),\n                staging_columns=get_campaign_columns()\n            )\n        }}\n        {{ mailchimp.apply_source_relation() }}\n\n    from base\n),\n\nfinal as (\n\n    select\n        source_relation,\n        id as campaign_id,\n        segment_id,\n        create_time as create_timestamp,\n        cast(send_time as {{ dbt.type_timestamp() }}) as send_timestamp, \n        list_id,\n        reply_to as reply_to_email,\n        type as campaign_type,\n        title,\n        archive_url,\n        authenticate,\n        auto_footer,\n        auto_tweet,\n        clicktale,\n        content_type,\n        drag_and_drop,\n        fb_comments,\n        folder_id,\n        from_name,\n        google_analytics,\n        inline_css,\n        long_archive_url,\n        status,\n        subject_line,\n        template_id,\n        test_size,\n        timewarp,\n        to_name,\n        track_ecomm_360,\n        track_goals,\n        track_html_clicks,\n        track_opens,\n        track_text_clicks,\n        use_conversation,\n        wait_time,\n        winner_criteria,\n        winning_campaign_id,\n        winning_combination_id\n    from fields\n\n)\n\nselect *\nfrom final", "doc_blocks": [], "language": "sql", "refs": [{"name": "stg_mailchimp__campaigns_tmp", "package": null, "version": null}, {"name": "stg_mailchimp__campaigns_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.mailchimp.get_campaign_columns", "macro.fivetran_utils.fill_staging_columns", "macro.mailchimp.apply_source_relation", "macro.dbt.type_timestamp"], "nodes": ["model.mailchimp.stg_mailchimp__campaigns_tmp"]}, "compiled_path": "target/compiled/mailchimp/models/staging/stg_mailchimp__campaigns.sql", "compiled": true, "compiled_code": "with base as (\n\n    select * \n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__campaigns_tmp\"\n\n),\n\n\nfields as (\n\n    select\n        \n    \n    \n    _fivetran_deleted\n    \n as \n    \n    _fivetran_deleted\n    \n, \n    \n    \n    _fivetran_synced\n    \n as \n    \n    _fivetran_synced\n    \n, \n    \n    \n    archive_url\n    \n as \n    \n    archive_url\n    \n, \n    \n    \n    authenticate\n    \n as \n    \n    authenticate\n    \n, \n    \n    \n    auto_footer\n    \n as \n    \n    auto_footer\n    \n, \n    \n    \n    auto_tweet\n    \n as \n    \n    auto_tweet\n    \n, \n    \n    \n    clicktale\n    \n as \n    \n    clicktale\n    \n, \n    \n    \n    content_type\n    \n as \n    \n    content_type\n    \n, \n    \n    \n    create_time\n    \n as \n    \n    create_time\n    \n, \n    \n    \n    drag_and_drop\n    \n as \n    \n    drag_and_drop\n    \n, \n    \n    \n    fb_comments\n    \n as \n    \n    fb_comments\n    \n, \n    \n    \n    folder_id\n    \n as \n    \n    folder_id\n    \n, \n    \n    \n    from_name\n    \n as \n    \n    from_name\n    \n, \n    \n    \n    google_analytics\n    \n as \n    \n    google_analytics\n    \n, \n    \n    \n    id\n    \n as \n    \n    id\n    \n, \n    \n    \n    inline_css\n    \n as \n    \n    inline_css\n    \n, \n    \n    \n    list_id\n    \n as \n    \n    list_id\n    \n, \n    \n    \n    long_archive_url\n    \n as \n    \n    long_archive_url\n    \n, \n    \n    \n    reply_to\n    \n as \n    \n    reply_to\n    \n, \n    \n    \n    segment_id\n    \n as \n    \n    segment_id\n    \n, \n    \n    \n    segment_text\n    \n as \n    \n    segment_text\n    \n, \n    \n    \n    send_time\n    \n as \n    \n    send_time\n    \n, \n    \n    \n    status\n    \n as \n    \n    status\n    \n, \n    \n    \n    subject_line\n    \n as \n    \n    subject_line\n    \n, \n    \n    \n    template_id\n    \n as \n    \n    template_id\n    \n, \n    \n    \n    test_size\n    \n as \n    \n    test_size\n    \n, \n    \n    \n    timewarp\n    \n as \n    \n    timewarp\n    \n, \n    \n    \n    title\n    \n as \n    \n    title\n    \n, \n    \n    \n    to_name\n    \n as \n    \n    to_name\n    \n, \n    \n    \n    track_ecomm_360\n    \n as \n    \n    track_ecomm_360\n    \n, \n    \n    \n    track_goals\n    \n as \n    \n    track_goals\n    \n, \n    \n    \n    track_html_clicks\n    \n as \n    \n    track_html_clicks\n    \n, \n    \n    \n    track_opens\n    \n as \n    \n    track_opens\n    \n, \n    \n    \n    track_text_clicks\n    \n as \n    \n    track_text_clicks\n    \n, \n    \n    \n    type\n    \n as \n    \n    type\n    \n, \n    \n    \n    use_conversation\n    \n as \n    \n    use_conversation\n    \n, \n    \n    \n    wait_time\n    \n as \n    \n    wait_time\n    \n, \n    \n    \n    winner_criteria\n    \n as \n    \n    winner_criteria\n    \n, \n    \n    \n    winning_campaign_id\n    \n as \n    \n    winning_campaign_id\n    \n, \n    \n    \n    winning_combination_id\n    \n as \n    \n    winning_combination_id\n    \n\n\n\n        \n, 'postgres' || '.'|| 'public' as source_relation\n\n\n    from base\n),\n\nfinal as (\n\n    select\n        source_relation,\n        id as campaign_id,\n        segment_id,\n        create_time as create_timestamp,\n        cast(send_time as timestamp) as send_timestamp, \n        list_id,\n        reply_to as reply_to_email,\n        type as campaign_type,\n        title,\n        archive_url,\n        authenticate,\n        auto_footer,\n        auto_tweet,\n        clicktale,\n        content_type,\n        drag_and_drop,\n        fb_comments,\n        folder_id,\n        from_name,\n        google_analytics,\n        inline_css,\n        long_archive_url,\n        status,\n        subject_line,\n        template_id,\n        test_size,\n        timewarp,\n        to_name,\n        track_ecomm_360,\n        track_goals,\n        track_html_clicks,\n        track_opens,\n        track_text_clicks,\n        use_conversation,\n        wait_time,\n        winner_criteria,\n        winning_campaign_id,\n        winning_combination_id\n    from fields\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": ["campaign_id"], "time_spine": null}, "model.mailchimp.stg_mailchimp__campaign_activities": {"database": "postgres", "schema": "public_mailchimp_dev", "name": "stg_mailchimp__campaign_activities", "resource_type": "model", "package_name": "mailchimp", "path": "staging/stg_mailchimp__campaign_activities.sql", "original_file_path": "models/staging/stg_mailchimp__campaign_activities.sql", "unique_id": "model.mailchimp.stg_mailchimp__campaign_activities", "fqn": ["mailchimp", "staging", "stg_mailchimp__campaign_activities"], "alias": "stg_mailchimp__campaign_activities", "checksum": {"name": "sha256", "checksum": "7cacec809fdd90571313996fa09770795780f54d3cc3cd4de4968e909b4fe59f"}, "config": {"enabled": true, "alias": null, "schema": "mailchimp_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 an activity taken in relation to a campaign email.", "columns": {"source_relation": {"name": "source_relation", "description": "Identifies the record's source.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.mailchimp.source_relation"]}, "activity_id": {"name": "activity_id", "description": "The ID of the activity/event.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "action_type": {"name": "action_type", "description": "One of the following actions: 'open', 'click', or 'bounce'\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "campaign_id": {"name": "campaign_id", "description": "The unique ID for the sent campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "member_id": {"name": "member_id", "description": "The ID of the member the activity relates to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "list_id": {"name": "list_id", "description": "The ID of the list the email was sent to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "activity_timestamp": {"name": "activity_timestamp", "description": "The timestamp when the activity occurred.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "ip_address": {"name": "ip_address", "description": "The IP address recorded for the action.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "url": {"name": "url", "description": "If the action is a 'click', the URL on which the member clicked.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "bounce_type": {"name": "bounce_type", "description": "If the action is a 'bounce', the type of bounce received: 'hard', 'soft'.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "combination_id": {"name": "combination_id", "description": "The ID of the combination the member was part of for a campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "email_id": {"name": "email_id", "description": "The ID of the email sent. (Created in dbt, not Mailchimp.)", "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": "mailchimp://models/staging/stg_mailchimp.yml", "build_path": null, "unrendered_config": {"schema": "mailchimp_{{ var('directed_schema','dev') }}", "materialized": "table"}, "created_at": 1762480777.773294, "relation_name": "\"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__campaign_activities\"", "raw_code": "with base as (\n\n    select * \n    from {{ ref('stg_mailchimp__campaign_activities_tmp') }}\n\n),\n\n\nfields as (\n\n    select\n        {{\n            fivetran_utils.fill_staging_columns(\n                source_columns=adapter.get_columns_in_relation(ref('stg_mailchimp__campaign_activities_tmp')),\n                staging_columns=get_campaign_recipient_activity_columns()\n            )\n        }}\n        {{ mailchimp.apply_source_relation() }}\n\n    from base\n),\n\n\nfinal as (\n\n    select\n        source_relation,\n        action as action_type,\n        campaign_id,\n        member_id,\n        list_id,\n        cast(timestamp as {{ dbt.type_timestamp() }}) as activity_timestamp,\n        ip as ip_address,\n        url,\n        bounce_type,\n        combination_id\n    from fields\n\n), unique_key as (\n\n    select\n        *,\n        {{ dbt_utils.generate_surrogate_key(['source_relation', 'action_type', 'campaign_id', 'member_id', 'activity_timestamp']) }} as activity_id,\n        {{ dbt_utils.generate_surrogate_key(['source_relation', 'campaign_id','member_id']) }} as email_id\n    from final\n\n)\n\nselect *\nfrom unique_key", "doc_blocks": [], "language": "sql", "refs": [{"name": "stg_mailchimp__campaign_activities_tmp", "package": null, "version": null}, {"name": "stg_mailchimp__campaign_activities_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.mailchimp.get_campaign_recipient_activity_columns", "macro.fivetran_utils.fill_staging_columns", "macro.mailchimp.apply_source_relation", "macro.dbt.type_timestamp", "macro.dbt_utils.generate_surrogate_key"], "nodes": ["model.mailchimp.stg_mailchimp__campaign_activities_tmp"]}, "compiled_path": "target/compiled/mailchimp/models/staging/stg_mailchimp__campaign_activities.sql", "compiled": true, "compiled_code": "with base as (\n\n    select * \n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__campaign_activities_tmp\"\n\n),\n\n\nfields as (\n\n    select\n        \n    \n    \n    _fivetran_synced\n    \n as \n    \n    _fivetran_synced\n    \n, \n    \n    \n    action\n    \n as \n    \n    action\n    \n, \n    \n    \n    bounce_type\n    \n as \n    \n    bounce_type\n    \n, \n    \n    \n    campaign_id\n    \n as \n    \n    campaign_id\n    \n, \n    \n    \n    combination_id\n    \n as \n    \n    combination_id\n    \n, \n    \n    \n    ip\n    \n as \n    \n    ip\n    \n, \n    \n    \n    list_id\n    \n as \n    \n    list_id\n    \n, \n    \n    \n    member_id\n    \n as \n    \n    member_id\n    \n, \n    \n    \n    timestamp\n    \n as \n    \n    timestamp\n    \n, \n    \n    \n    url\n    \n as \n    \n    url\n    \n\n\n\n        \n, 'postgres' || '.'|| 'public' as source_relation\n\n\n    from base\n),\n\n\nfinal as (\n\n    select\n        source_relation,\n        action as action_type,\n        campaign_id,\n        member_id,\n        list_id,\n        cast(timestamp as timestamp) as activity_timestamp,\n        ip as ip_address,\n        url,\n        bounce_type,\n        combination_id\n    from fields\n\n), unique_key as (\n\n    select\n        *,\n        md5(cast(coalesce(cast(source_relation as TEXT), '_dbt_utils_surrogate_key_null_') || '-' || coalesce(cast(action_type as TEXT), '_dbt_utils_surrogate_key_null_') || '-' || coalesce(cast(campaign_id as TEXT), '_dbt_utils_surrogate_key_null_') || '-' || coalesce(cast(member_id as TEXT), '_dbt_utils_surrogate_key_null_') || '-' || coalesce(cast(activity_timestamp as TEXT), '_dbt_utils_surrogate_key_null_') as TEXT)) as activity_id,\n        md5(cast(coalesce(cast(source_relation as TEXT), '_dbt_utils_surrogate_key_null_') || '-' || coalesce(cast(campaign_id as TEXT), '_dbt_utils_surrogate_key_null_') || '-' || coalesce(cast(member_id as TEXT), '_dbt_utils_surrogate_key_null_') as TEXT)) as email_id\n    from final\n\n)\n\nselect *\nfrom unique_key", "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": ["activity_id"], "time_spine": null}, "model.mailchimp.stg_mailchimp__automation_recipients": {"database": "postgres", "schema": "public_mailchimp_dev", "name": "stg_mailchimp__automation_recipients", "resource_type": "model", "package_name": "mailchimp", "path": "staging/stg_mailchimp__automation_recipients.sql", "original_file_path": "models/staging/stg_mailchimp__automation_recipients.sql", "unique_id": "model.mailchimp.stg_mailchimp__automation_recipients", "fqn": ["mailchimp", "staging", "stg_mailchimp__automation_recipients"], "alias": "stg_mailchimp__automation_recipients", "checksum": {"name": "sha256", "checksum": "b2dcb47619a35e61d384d67bbf9da173b6c2f44464e5df727f9acbe8a1e75606"}, "config": {"enabled": true, "alias": null, "schema": "mailchimp_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 info about the recipient of each automation.", "columns": {"source_relation": {"name": "source_relation", "description": "Identifies the record's source.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.mailchimp.source_relation"]}, "automation_recipient_id": {"name": "automation_recipient_id", "description": "Surrogate key hashed on source_relation, member_id and automation_email_id", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "member_id": {"name": "member_id", "description": "The ID of the member the automation was sent to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "automation_email_id": {"name": "automation_email_id", "description": "The ID of the automation email.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "list_id": {"name": "list_id", "description": "The ID of the List an automation was sent to.", "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": "mailchimp://models/staging/stg_mailchimp.yml", "build_path": null, "unrendered_config": {"schema": "mailchimp_{{ var('directed_schema','dev') }}", "materialized": "table", "enabled": true}, "created_at": 1762480777.7701557, "relation_name": "\"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__automation_recipients\"", "raw_code": "{{ config(enabled=var('mailchimp_using_automations', True)) }}\n\nwith base as (\n\n    select *\n    from {{ ref('stg_mailchimp__automation_recipients_tmp')}}\n\n), \n\nfields as (\n\n    select\n        {{\n            fivetran_utils.fill_staging_columns(\n                source_columns=adapter.get_columns_in_relation(ref('stg_mailchimp__automation_recipients_tmp')),\n                staging_columns=get_automation_recipient_columns()\n            )\n        }}\n        {{ mailchimp.apply_source_relation() }}\n\n    from base\n\n), \n\n\nfinal as (\n\n     select\n        source_relation,\n        member_id,\n        automation_email_id,\n        list_id\n    from fields\n\n),\n\n unique_key as (\n\n    select\n        *,\n        {{ dbt_utils.generate_surrogate_key(['source_relation','member_id','automation_email_id']) }} as automation_recipient_id\n    from final\n\n)\n\nselect *\nfrom unique_key", "doc_blocks": [], "language": "sql", "refs": [{"name": "stg_mailchimp__automation_recipients_tmp", "package": null, "version": null}, {"name": "stg_mailchimp__automation_recipients_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.mailchimp.get_automation_recipient_columns", "macro.fivetran_utils.fill_staging_columns", "macro.mailchimp.apply_source_relation", "macro.dbt_utils.generate_surrogate_key"], "nodes": ["model.mailchimp.stg_mailchimp__automation_recipients_tmp"]}, "compiled_path": "target/compiled/mailchimp/models/staging/stg_mailchimp__automation_recipients.sql", "compiled": true, "compiled_code": "\n\nwith base as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__automation_recipients_tmp\"\n\n), \n\nfields as (\n\n    select\n        \n    \n    \n    _fivetran_synced\n    \n as \n    \n    _fivetran_synced\n    \n, \n    \n    \n    automation_email_id\n    \n as \n    \n    automation_email_id\n    \n, \n    \n    \n    list_id\n    \n as \n    \n    list_id\n    \n, \n    \n    \n    member_id\n    \n as \n    \n    member_id\n    \n\n\n\n        \n, 'postgres' || '.'|| 'public' as source_relation\n\n\n    from base\n\n), \n\n\nfinal as (\n\n     select\n        source_relation,\n        member_id,\n        automation_email_id,\n        list_id\n    from fields\n\n),\n\n unique_key as (\n\n    select\n        *,\n        md5(cast(coalesce(cast(source_relation as TEXT), '_dbt_utils_surrogate_key_null_') || '-' || coalesce(cast(member_id as TEXT), '_dbt_utils_surrogate_key_null_') || '-' || coalesce(cast(automation_email_id as TEXT), '_dbt_utils_surrogate_key_null_') as TEXT)) as automation_recipient_id\n    from final\n\n)\n\nselect *\nfrom unique_key", "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": ["automation_recipient_id"], "time_spine": null}, "model.mailchimp.stg_mailchimp__segments": {"database": "postgres", "schema": "public_mailchimp_dev", "name": "stg_mailchimp__segments", "resource_type": "model", "package_name": "mailchimp", "path": "staging/stg_mailchimp__segments.sql", "original_file_path": "models/staging/stg_mailchimp__segments.sql", "unique_id": "model.mailchimp.stg_mailchimp__segments", "fqn": ["mailchimp", "staging", "stg_mailchimp__segments"], "alias": "stg_mailchimp__segments", "checksum": {"name": "sha256", "checksum": "b26c1417e5bbb85a341ae41f95ad77f048818670c5b85d3d5f9ef112c16c74b8"}, "config": {"enabled": true, "alias": null, "schema": "mailchimp_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 segment in Mailchimp.", "columns": {"source_relation": {"name": "source_relation", "description": "Identifies the record's source.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.mailchimp.source_relation"]}, "segment_id": {"name": "segment_id", "description": "The ID for the Segment from Mailchimp", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "list_id": {"name": "list_id", "description": "The ID of the List the segment is part of.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "member_count": {"name": "member_count", "description": "The number of members in the segment.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "segment_name": {"name": "segment_name", "description": "The name of the segment.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "segment_type": {"name": "segment_type", "description": "The type of segment", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "updated_timestamp": {"name": "updated_timestamp", "description": "The date and time the segment was last updated.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "created_timestamp": {"name": "created_timestamp", "description": "The date and time the segment was created.", "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": "mailchimp://models/staging/stg_mailchimp.yml", "build_path": null, "unrendered_config": {"schema": "mailchimp_{{ var('directed_schema','dev') }}", "materialized": "table", "enabled": true}, "created_at": 1762480777.780531, "relation_name": "\"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__segments\"", "raw_code": "{{ config(enabled=var('mailchimp_using_segments', True)) }}\n\nwith base as (\n\n    select * \n    from {{ ref('stg_mailchimp__segments_tmp') }}\n\n),\n\n\nfields as (\n\n    select\n        {{\n            fivetran_utils.fill_staging_columns(\n                source_columns=adapter.get_columns_in_relation(ref('stg_mailchimp__segments_tmp')),\n                staging_columns=get_segment_columns()\n            )\n        }}\n        {{ mailchimp.apply_source_relation() }}\n\n    from base\n\n), \n\nfinal as (\n\n    select\n        source_relation,\n        id as segment_id,\n        list_id,\n        member_count,\n        name as segment_name,\n        type as segment_type,\n        updated_at as updated_timestamp,\n        created_at as created_timestamp\n    from fields\n\n)\n\nselect *\nfrom final", "doc_blocks": [], "language": "sql", "refs": [{"name": "stg_mailchimp__segments_tmp", "package": null, "version": null}, {"name": "stg_mailchimp__segments_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.mailchimp.get_segment_columns", "macro.fivetran_utils.fill_staging_columns", "macro.mailchimp.apply_source_relation"], "nodes": ["model.mailchimp.stg_mailchimp__segments_tmp"]}, "compiled_path": "target/compiled/mailchimp/models/staging/stg_mailchimp__segments.sql", "compiled": true, "compiled_code": "\n\nwith base as (\n\n    select * \n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__segments_tmp\"\n\n),\n\n\nfields as (\n\n    select\n        \n    \n    \n    _fivetran_deleted\n    \n as \n    \n    _fivetran_deleted\n    \n, \n    \n    \n    _fivetran_synced\n    \n as \n    \n    _fivetran_synced\n    \n, \n    \n    \n    created_at\n    \n as \n    \n    created_at\n    \n, \n    \n    \n    id\n    \n as \n    \n    id\n    \n, \n    \n    \n    list_id\n    \n as \n    \n    list_id\n    \n, \n    \n    \n    member_count\n    \n as \n    \n    member_count\n    \n, \n    \n    \n    name\n    \n as \n    \n    name\n    \n, \n    \n    \n    type\n    \n as \n    \n    type\n    \n, \n    \n    \n    updated_at\n    \n as \n    \n    updated_at\n    \n\n\n\n        \n, 'postgres' || '.'|| 'public' as source_relation\n\n\n    from base\n\n), \n\nfinal as (\n\n    select\n        source_relation,\n        id as segment_id,\n        list_id,\n        member_count,\n        name as segment_name,\n        type as segment_type,\n        updated_at as updated_timestamp,\n        created_at as created_timestamp\n    from fields\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": ["segment_id"], "time_spine": null}, "model.mailchimp.stg_mailchimp__lists": {"database": "postgres", "schema": "public_mailchimp_dev", "name": "stg_mailchimp__lists", "resource_type": "model", "package_name": "mailchimp", "path": "staging/stg_mailchimp__lists.sql", "original_file_path": "models/staging/stg_mailchimp__lists.sql", "unique_id": "model.mailchimp.stg_mailchimp__lists", "fqn": ["mailchimp", "staging", "stg_mailchimp__lists"], "alias": "stg_mailchimp__lists", "checksum": {"name": "sha256", "checksum": "5695b933b653bece463b6ce5cd225c1ab9a1313e064113f169920a7db6f77f44"}, "config": {"enabled": true, "alias": null, "schema": "mailchimp_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 list in Mailchimp.", "columns": {"source_relation": {"name": "source_relation", "description": "Identifies the record's source.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.mailchimp.source_relation"]}, "list_id": {"name": "list_id", "description": "The unique ID of a list.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "date_created": {"name": "date_created", "description": "The date and time that a list was created.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "name": {"name": "name", "description": "The name of a list.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "list_rating": {"name": "list_rating", "description": "An auto-generated activity score for the list (0-5).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "beamer_address": {"name": "beamer_address", "description": "The list's email beamer address.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "contact_address_1": {"name": "contact_address_1", "description": "The street address for the list contact.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "contact_address_2": {"name": "contact_address_2", "description": "The street address for the list contact.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "contact_city": {"name": "contact_city", "description": "The city for the list contact.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "contact_company": {"name": "contact_company", "description": "The company name for the list.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "contact_country": {"name": "contact_country", "description": "A two-character ISO3166 country code. Defaults to US if invalid.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "contact_state": {"name": "contact_state", "description": "The state for the list contact.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "contact_zip": {"name": "contact_zip", "description": "The postal or zip code for the list contact.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "default_from_email": {"name": "default_from_email", "description": "The default from email for campaigns sent to a list.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "default_from_name": {"name": "default_from_name", "description": "The default from name for campaigns sent to a list.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "default_language": {"name": "default_language", "description": "The default language for a lists's forms.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "default_subject": {"name": "default_subject", "description": "The default subject line for campaigns sent to a list.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "email_type_option": {"name": "email_type_option", "description": "Whether the list supports multiple formats for emails.  When set to true, subscribers can choose whether they want to receive HTML or plain-text emails.  When set to false, subscribers will receive HTML emails, with a plain-text alternative backup.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "notify_on_subscribe": {"name": "notify_on_subscribe", "description": "The email address to send subscribe notifications to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "notify_on_unsubscribe": {"name": "notify_on_unsubscribe", "description": "The email address to send unsubscribe notifications to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "permission_reminder": {"name": "permission_reminder", "description": "The permission reminder for a list.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "subscribe_url_long": {"name": "subscribe_url_long", "description": "The full version of a list's subscribe form (host will vary).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "subscribe_url_short": {"name": "subscribe_url_short", "description": "Mailchimp's EepURL shortened version of a list's subscribe form.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "use_archive_bar": {"name": "use_archive_bar", "description": "Whether campaigns for this list use the Archive Bar in archives by default.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "visibility": {"name": "visibility", "description": "Whether this list is public or private.", "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": "mailchimp://models/staging/stg_mailchimp.yml", "build_path": null, "unrendered_config": {"schema": "mailchimp_{{ var('directed_schema','dev') }}", "materialized": "table"}, "created_at": 1762480777.777291, "relation_name": "\"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__lists\"", "raw_code": "with base as (\n\n    select * \n    from {{ ref('stg_mailchimp__lists_tmp') }}\n\n),\n\n\nfields as (\n\n    select\n        {{\n            fivetran_utils.fill_staging_columns(\n                source_columns=adapter.get_columns_in_relation(ref('stg_mailchimp__lists_tmp')),\n                staging_columns=get_list_columns()\n            )\n        }}\n        {{ mailchimp.apply_source_relation() }}\n\n    from base\n\n), \n\nfinal as (\n\n    select\n        source_relation,\n        id as list_id,\n        date_created,\n        name,\n        list_rating,\n        beamer_address,\n        contact_address_1,\n        contact_address_2,\n        contact_city,\n        contact_company,\n        contact_country,\n        contact_state,\n        contact_zip,\n        default_from_email,\n        default_from_name,\n        default_language,\n        default_subject,\n        email_type_option,\n        notify_on_subscribe,\n        notify_on_unsubscribe,\n        permission_reminder,\n        subscribe_url_long,\n        subscribe_url_short,\n        use_archive_bar,\n        visibility\n    from fields\n\n)\n\nselect *\nfrom final", "doc_blocks": [], "language": "sql", "refs": [{"name": "stg_mailchimp__lists_tmp", "package": null, "version": null}, {"name": "stg_mailchimp__lists_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.mailchimp.get_list_columns", "macro.fivetran_utils.fill_staging_columns", "macro.mailchimp.apply_source_relation"], "nodes": ["model.mailchimp.stg_mailchimp__lists_tmp"]}, "compiled_path": "target/compiled/mailchimp/models/staging/stg_mailchimp__lists.sql", "compiled": true, "compiled_code": "with base as (\n\n    select * \n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__lists_tmp\"\n\n),\n\n\nfields as (\n\n    select\n        \n    \n    \n    _fivetran_deleted\n    \n as \n    \n    _fivetran_deleted\n    \n, \n    \n    \n    _fivetran_synced\n    \n as \n    \n    _fivetran_synced\n    \n, \n    \n    \n    beamer_address\n    \n as \n    \n    beamer_address\n    \n, \n    \n    \n    contact_address_1\n    \n as \n    \n    contact_address_1\n    \n, \n    \n    \n    contact_address_2\n    \n as \n    \n    contact_address_2\n    \n, \n    \n    \n    contact_city\n    \n as \n    \n    contact_city\n    \n, \n    \n    \n    contact_company\n    \n as \n    \n    contact_company\n    \n, \n    \n    \n    contact_country\n    \n as \n    \n    contact_country\n    \n, \n    \n    \n    contact_state\n    \n as \n    \n    contact_state\n    \n, \n    \n    \n    contact_zip\n    \n as \n    \n    contact_zip\n    \n, \n    \n    \n    date_created\n    \n as \n    \n    date_created\n    \n, \n    \n    \n    default_from_email\n    \n as \n    \n    default_from_email\n    \n, \n    \n    \n    default_from_name\n    \n as \n    \n    default_from_name\n    \n, \n    \n    \n    default_language\n    \n as \n    \n    default_language\n    \n, \n    \n    \n    default_subject\n    \n as \n    \n    default_subject\n    \n, \n    \n    \n    email_type_option\n    \n as \n    \n    email_type_option\n    \n, \n    \n    \n    id\n    \n as \n    \n    id\n    \n, \n    \n    \n    list_rating\n    \n as \n    \n    list_rating\n    \n, \n    \n    \n    name\n    \n as \n    \n    name\n    \n, \n    \n    \n    notify_on_subscribe\n    \n as \n    \n    notify_on_subscribe\n    \n, \n    \n    \n    notify_on_unsubscribe\n    \n as \n    \n    notify_on_unsubscribe\n    \n, \n    \n    \n    permission_reminder\n    \n as \n    \n    permission_reminder\n    \n, \n    \n    \n    subscribe_url_long\n    \n as \n    \n    subscribe_url_long\n    \n, \n    \n    \n    subscribe_url_short\n    \n as \n    \n    subscribe_url_short\n    \n, \n    \n    \n    use_archive_bar\n    \n as \n    \n    use_archive_bar\n    \n, \n    \n    \n    visibility\n    \n as \n    \n    visibility\n    \n\n\n\n        \n, 'postgres' || '.'|| 'public' as source_relation\n\n\n    from base\n\n), \n\nfinal as (\n\n    select\n        source_relation,\n        id as list_id,\n        date_created,\n        name,\n        list_rating,\n        beamer_address,\n        contact_address_1,\n        contact_address_2,\n        contact_city,\n        contact_company,\n        contact_country,\n        contact_state,\n        contact_zip,\n        default_from_email,\n        default_from_name,\n        default_language,\n        default_subject,\n        email_type_option,\n        notify_on_subscribe,\n        notify_on_unsubscribe,\n        permission_reminder,\n        subscribe_url_long,\n        subscribe_url_short,\n        use_archive_bar,\n        visibility\n    from fields\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": ["list_id"], "time_spine": null}, "model.mailchimp.stg_mailchimp__segment_members": {"database": "postgres", "schema": "public_mailchimp_dev", "name": "stg_mailchimp__segment_members", "resource_type": "model", "package_name": "mailchimp", "path": "staging/stg_mailchimp__segment_members.sql", "original_file_path": "models/staging/stg_mailchimp__segment_members.sql", "unique_id": "model.mailchimp.stg_mailchimp__segment_members", "fqn": ["mailchimp", "staging", "stg_mailchimp__segment_members"], "alias": "stg_mailchimp__segment_members", "checksum": {"name": "sha256", "checksum": "cdd969528732f55accfa1de21844b708e3deee31391b0ddec2f287288197f625"}, "config": {"enabled": true, "alias": null, "schema": "mailchimp_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 member and their segment data.", "columns": {"source_relation": {"name": "source_relation", "description": "Identifies the record's source.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.mailchimp.source_relation"]}, "segment_id": {"name": "segment_id", "description": "The ID for the Segment from Mailchimp.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "member_id": {"name": "member_id", "description": "The ID of the member.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "list_id": {"name": "list_id", "description": "The ID of the List the segment is part of.", "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": "mailchimp://models/staging/stg_mailchimp.yml", "build_path": null, "unrendered_config": {"schema": "mailchimp_{{ var('directed_schema','dev') }}", "materialized": "table", "enabled": true}, "created_at": 1762480777.7795787, "relation_name": "\"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__segment_members\"", "raw_code": "{{ config(enabled=var('mailchimp_using_segments', True)) }}\n\nwith base as (\n\n    select * \n    from {{ ref('stg_mailchimp__segment_members_tmp') }}\n\n),\n\n\nfields as (\n\n    select\n        {{\n            fivetran_utils.fill_staging_columns(\n                source_columns=adapter.get_columns_in_relation(ref('stg_mailchimp__segment_members_tmp')),\n                staging_columns=get_segment_member_columns()\n            )\n        }}\n        {{ mailchimp.apply_source_relation() }}\n\n    from base\n\n), \n\nfinal as (\n\n    select\n        source_relation,\n        segment_id,\n        member_id,\n        list_id\n    from fields\n\n)\n\nselect *\nfrom final", "doc_blocks": [], "language": "sql", "refs": [{"name": "stg_mailchimp__segment_members_tmp", "package": null, "version": null}, {"name": "stg_mailchimp__segment_members_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.mailchimp.get_segment_member_columns", "macro.fivetran_utils.fill_staging_columns", "macro.mailchimp.apply_source_relation"], "nodes": ["model.mailchimp.stg_mailchimp__segment_members_tmp"]}, "compiled_path": "target/compiled/mailchimp/models/staging/stg_mailchimp__segment_members.sql", "compiled": true, "compiled_code": "\n\nwith base as (\n\n    select * \n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__segment_members_tmp\"\n\n),\n\n\nfields as (\n\n    select\n        \n    \n    \n    _fivetran_deleted\n    \n as \n    \n    _fivetran_deleted\n    \n, \n    \n    \n    _fivetran_synced\n    \n as \n    \n    _fivetran_synced\n    \n, \n    \n    \n    list_id\n    \n as \n    \n    list_id\n    \n, \n    \n    \n    member_id\n    \n as \n    \n    member_id\n    \n, \n    \n    \n    segment_id\n    \n as \n    \n    segment_id\n    \n\n\n\n        \n, 'postgres' || '.'|| 'public' as source_relation\n\n\n    from base\n\n), \n\nfinal as (\n\n    select\n        source_relation,\n        segment_id,\n        member_id,\n        list_id\n    from fields\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.mailchimp.stg_mailchimp__automation_activities": {"database": "postgres", "schema": "public_mailchimp_dev", "name": "stg_mailchimp__automation_activities", "resource_type": "model", "package_name": "mailchimp", "path": "staging/stg_mailchimp__automation_activities.sql", "original_file_path": "models/staging/stg_mailchimp__automation_activities.sql", "unique_id": "model.mailchimp.stg_mailchimp__automation_activities", "fqn": ["mailchimp", "staging", "stg_mailchimp__automation_activities"], "alias": "stg_mailchimp__automation_activities", "checksum": {"name": "sha256", "checksum": "b7bd5c0b3155590c6a55e18559bbc05d74494cfc960ea1f045c26dd4b1be1e0e"}, "config": {"enabled": true, "alias": null, "schema": "mailchimp_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 an activity taken in relation to a automation email.", "columns": {"source_relation": {"name": "source_relation", "description": "Identifies the record's source.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.mailchimp.source_relation"]}, "activity_id": {"name": "activity_id", "description": "The ID of the activity/event.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "action_type": {"name": "action_type", "description": "One of the following actions: 'open', 'click', or 'bounce'\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "automation_email_id": {"name": "automation_email_id", "description": "The ID for the automation email that relates to the activity.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "member_id": {"name": "member_id", "description": "The ID of the member the activity relates to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "list_id": {"name": "list_id", "description": "The ID of the list the email was sent to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "activity_timestamp": {"name": "activity_timestamp", "description": "The timestamp when the activity occurred.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "ip_address": {"name": "ip_address", "description": "The IP address recorded for the action.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "url": {"name": "url", "description": "If the action is a 'click', the URL on which the member clicked.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "bounce_type": {"name": "bounce_type", "description": "If the action is a 'bounce', the type of bounce received: 'hard', 'soft'.\n", "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": "mailchimp://models/staging/stg_mailchimp.yml", "build_path": null, "unrendered_config": {"schema": "mailchimp_{{ var('directed_schema','dev') }}", "materialized": "table", "enabled": true}, "created_at": 1762480777.7665584, "relation_name": "\"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__automation_activities\"", "raw_code": "{{ config(enabled=var('mailchimp_using_automations', True)) }}\n\nwith base as (\n\n    select *\n    from {{ ref('stg_mailchimp__automation_activities_tmp')}}\n\n), \n\nfields as (\n\n    select\n        {{\n            fivetran_utils.fill_staging_columns(\n                source_columns=adapter.get_columns_in_relation(ref('stg_mailchimp__automation_activities_tmp')),\n                staging_columns=get_automation_recipient_activity_columns()\n            )\n        }}\n        {{ mailchimp.apply_source_relation() }}\n\n    from base\n\n), \n\nfinal as (\n\n    select\n        source_relation,\n        action as action_type,\n        automation_email_id,\n        member_id,\n        list_id,\n        timestamp as activity_timestamp,\n        ip as ip_address,\n        url,\n        bounce_type\n    from fields\n\n),\n\nunique_key as (\n\n    select\n        *,\n        {{ dbt_utils.generate_surrogate_key(['source_relation', 'action_type', 'automation_email_id', 'member_id', 'activity_timestamp']) }} as activity_id\n    from final\n)\n\nselect * from unique_key", "doc_blocks": [], "language": "sql", "refs": [{"name": "stg_mailchimp__automation_activities_tmp", "package": null, "version": null}, {"name": "stg_mailchimp__automation_activities_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.mailchimp.get_automation_recipient_activity_columns", "macro.fivetran_utils.fill_staging_columns", "macro.mailchimp.apply_source_relation", "macro.dbt_utils.generate_surrogate_key"], "nodes": ["model.mailchimp.stg_mailchimp__automation_activities_tmp"]}, "compiled_path": "target/compiled/mailchimp/models/staging/stg_mailchimp__automation_activities.sql", "compiled": true, "compiled_code": "\n\nwith base as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__automation_activities_tmp\"\n\n), \n\nfields as (\n\n    select\n        \n    \n    \n    _fivetran_synced\n    \n as \n    \n    _fivetran_synced\n    \n, \n    \n    \n    action\n    \n as \n    \n    action\n    \n, \n    \n    \n    automation_email_id\n    \n as \n    \n    automation_email_id\n    \n, \n    \n    \n    bounce_type\n    \n as \n    \n    bounce_type\n    \n, \n    \n    \n    ip\n    \n as \n    \n    ip\n    \n, \n    \n    \n    list_id\n    \n as \n    \n    list_id\n    \n, \n    \n    \n    member_id\n    \n as \n    \n    member_id\n    \n, \n    \n    \n    timestamp\n    \n as \n    \n    timestamp\n    \n, \n    \n    \n    url\n    \n as \n    \n    url\n    \n\n\n\n        \n, 'postgres' || '.'|| 'public' as source_relation\n\n\n    from base\n\n), \n\nfinal as (\n\n    select\n        source_relation,\n        action as action_type,\n        automation_email_id,\n        member_id,\n        list_id,\n        timestamp as activity_timestamp,\n        ip as ip_address,\n        url,\n        bounce_type\n    from fields\n\n),\n\nunique_key as (\n\n    select\n        *,\n        md5(cast(coalesce(cast(source_relation as TEXT), '_dbt_utils_surrogate_key_null_') || '-' || coalesce(cast(action_type as TEXT), '_dbt_utils_surrogate_key_null_') || '-' || coalesce(cast(automation_email_id as TEXT), '_dbt_utils_surrogate_key_null_') || '-' || coalesce(cast(member_id as TEXT), '_dbt_utils_surrogate_key_null_') || '-' || coalesce(cast(activity_timestamp as TEXT), '_dbt_utils_surrogate_key_null_') as TEXT)) as activity_id\n    from final\n)\n\nselect * from unique_key", "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": ["activity_id"], "time_spine": null}, "model.mailchimp.stg_mailchimp__automation_emails": {"database": "postgres", "schema": "public_mailchimp_dev", "name": "stg_mailchimp__automation_emails", "resource_type": "model", "package_name": "mailchimp", "path": "staging/stg_mailchimp__automation_emails.sql", "original_file_path": "models/staging/stg_mailchimp__automation_emails.sql", "unique_id": "model.mailchimp.stg_mailchimp__automation_emails", "fqn": ["mailchimp", "staging", "stg_mailchimp__automation_emails"], "alias": "stg_mailchimp__automation_emails", "checksum": {"name": "sha256", "checksum": "709531b8290d954f1be782b7cc846d29adca5d2f0c767847f2ec6fa8539f1385"}, "config": {"enabled": true, "alias": null, "schema": "mailchimp_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 an automation email (that make up automations).", "columns": {"source_relation": {"name": "source_relation", "description": "Identifies the record's source.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.mailchimp.source_relation"]}, "automation_email_id": {"name": "automation_email_id", "description": "The ID of the automation email.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "automation_id": {"name": "automation_id", "description": "The ID of the automation an email relates to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "created_timestamp": {"name": "created_timestamp", "description": "The date and time the automation email was created.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "started_timestamp": {"name": "started_timestamp", "description": "The date and time the automation email was started.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "send_timestamp": {"name": "send_timestamp", "description": "The date and time the automation email was sent.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "from_name": {"name": "from_name", "description": "The 'from' name on the automation email (not an email address).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "reply_to": {"name": "reply_to", "description": "The reply-to email address for the automation.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "status": {"name": "status", "description": "The current status of the automation email.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "subject_line": {"name": "subject_line", "description": "The subject line for the automation email.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "title": {"name": "title", "description": "The title of the automation email.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "to_name": {"name": "to_name", "description": "The automation email's custom 'To' name. Typically the first name merge field.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "archive_url": {"name": "archive_url", "description": "The link to the automation email's archive version in ISO 8601 format.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "authenticate": {"name": "authenticate", "description": "Whether Mailchimp authenticated the automation email. Defaults to true.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "auto_footer": {"name": "auto_footer", "description": "Automatically append Mailchimp's default footer to the automation email.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "auto_tweet": {"name": "auto_tweet", "description": "Automatically tweet a link to the automation email archive page when the automation email is sent.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "clicktale": {"name": "clicktale", "description": "The custom slug for ClickTale tracking (max of 50 bytes).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "content_type": {"name": "content_type", "description": "How the automation email's content is put together ('template', 'drag_and_drop', 'html', 'url').", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "delay_action": {"name": "delay_action", "description": "The action that triggers the delay of an Automation email.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "delay_action_description": {"name": "delay_action_description", "description": "The user-friendly description of the action that triggers an Automation email.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "delay_amount": {"name": "delay_amount", "description": "The delay amount for an Automation email.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "delay_direction": {"name": "delay_direction", "description": "Whether the delay settings describe before or after the delay action of an Automation email.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "delay_full_description": {"name": "delay_full_description", "description": "The user-friendly description of the delay and trigger action settings for an Automation email.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "delay_type": {"name": "delay_type", "description": "The type of delay for an Automation email.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "drag_and_drop": {"name": "drag_and_drop", "description": "Whether the automation email uses the drag-and-drop editor.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "fb_comments": {"name": "fb_comments", "description": "Allows Facebook comments on the automation email (also force-enables the Campaign Archive toolbar). Defaults to true.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "folder_id": {"name": "folder_id", "description": "If the automation email is listed in a folder, the ID for that folder.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "google_analytics": {"name": "google_analytics", "description": "The custom slug for Google Analytics tracking (max of 50 bytes).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "inline_css": {"name": "inline_css", "description": "Automatically inline the CSS included with the automation email content.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "position": {"name": "position", "description": "The position of an Automation email in a workflow.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "template_id": {"name": "template_id", "description": "The ID for the template used in this automation email.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "timewarp": {"name": "timewarp", "description": "Send this automation email using Timewarpe_this", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "track_ecomm_360": {"name": "track_ecomm_360", "description": "Whether to enable eCommerce360 tracking.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "track_goals": {"name": "track_goals", "description": "Whether to enable Goal tracking.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "track_html_clicks": {"name": "track_html_clicks", "description": "Whether to track clicks in the HTML version of the automation email. Defaults to true. Cannot be set to false for variate campaigns.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "track_opens": {"name": "track_opens", "description": "Whether to track opens. Defaults to true. Cannot be set to false for variate automation emails.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "track_text_clicks": {"name": "track_text_clicks", "description": "Whether to track clicks in the plain-text version of the automation email. Defaults to true. Cannot be set to false for variate campaigns.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "use_conversation": {"name": "use_conversation", "description": "Use Mailchimp Conversation feature to manage out-of-office replies.", "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": "mailchimp://models/staging/stg_mailchimp.yml", "build_path": null, "unrendered_config": {"schema": "mailchimp_{{ var('directed_schema','dev') }}", "materialized": "table", "enabled": true}, "created_at": 1762480777.7689545, "relation_name": "\"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__automation_emails\"", "raw_code": "{{ config(enabled=var('mailchimp_using_automations', True)) }}\n\nwith base as (\n\n    select *\n    from {{ ref('stg_mailchimp__automation_emails_tmp')}}\n\n), \n\nfields as (\n\n    select\n        {{\n            fivetran_utils.fill_staging_columns(\n                source_columns=adapter.get_columns_in_relation(ref('stg_mailchimp__automation_emails_tmp')),\n                staging_columns=get_automation_email_columns()\n            )\n        }}\n        {{ mailchimp.apply_source_relation() }}\n\n    from base\n\n), \n\nfinal as (\n\n    select\n        source_relation,\n        -- IDs and standard timestamp\n        id as automation_email_id,\n        automation_id,\n        create_time as created_timestamp,\n        start_time as started_timestamp,\n        send_time as send_timestamp,\n\n        -- email details\n        from_name,\n        reply_to,\n        status,\n        subject_line,\n        title,\n        to_name,\n\n        archive_url,\n        authenticate,\n        auto_footer,\n        auto_tweet,\n        clicktale,\n        content_type,\n        delay_action,\n        delay_action_description,\n        delay_amount,\n        delay_direction,\n        delay_full_description,\n        delay_type,\n        drag_and_drop,\n        fb_comments,\n        folder_id,\n        google_analytics,\n        inline_css,\n        position,\n        template_id,\n        timewarp,\n        track_ecomm_360,\n        track_goals,\n        track_html_clicks,\n        track_opens,\n        track_text_clicks,\n        use_conversation\n    from fields\n\n)\n\nselect *\nfrom final", "doc_blocks": [], "language": "sql", "refs": [{"name": "stg_mailchimp__automation_emails_tmp", "package": null, "version": null}, {"name": "stg_mailchimp__automation_emails_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.mailchimp.get_automation_email_columns", "macro.fivetran_utils.fill_staging_columns", "macro.mailchimp.apply_source_relation"], "nodes": ["model.mailchimp.stg_mailchimp__automation_emails_tmp"]}, "compiled_path": "target/compiled/mailchimp/models/staging/stg_mailchimp__automation_emails.sql", "compiled": true, "compiled_code": "\n\nwith base as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__automation_emails_tmp\"\n\n), \n\nfields as (\n\n    select\n        \n    \n    \n    _fivetran_deleted\n    \n as \n    \n    _fivetran_deleted\n    \n, \n    \n    \n    _fivetran_synced\n    \n as \n    \n    _fivetran_synced\n    \n, \n    \n    \n    archive_url\n    \n as \n    \n    archive_url\n    \n, \n    \n    \n    authenticate\n    \n as \n    \n    authenticate\n    \n, \n    \n    \n    auto_footer\n    \n as \n    \n    auto_footer\n    \n, \n    \n    \n    auto_tweet\n    \n as \n    \n    auto_tweet\n    \n, \n    \n    \n    automation_id\n    \n as \n    \n    automation_id\n    \n, \n    \n    \n    clicktale\n    \n as \n    \n    clicktale\n    \n, \n    \n    \n    content_type\n    \n as \n    \n    content_type\n    \n, \n    \n    \n    create_time\n    \n as \n    \n    create_time\n    \n, \n    \n    \n    delay_action\n    \n as \n    \n    delay_action\n    \n, \n    \n    \n    delay_action_description\n    \n as \n    \n    delay_action_description\n    \n, \n    \n    \n    delay_amount\n    \n as \n    \n    delay_amount\n    \n, \n    \n    \n    delay_direction\n    \n as \n    \n    delay_direction\n    \n, \n    \n    \n    delay_full_description\n    \n as \n    \n    delay_full_description\n    \n, \n    \n    \n    delay_type\n    \n as \n    \n    delay_type\n    \n, \n    \n    \n    drag_and_drop\n    \n as \n    \n    drag_and_drop\n    \n, \n    \n    \n    fb_comments\n    \n as \n    \n    fb_comments\n    \n, \n    \n    \n    folder_id\n    \n as \n    \n    folder_id\n    \n, \n    \n    \n    from_name\n    \n as \n    \n    from_name\n    \n, \n    \n    \n    google_analytics\n    \n as \n    \n    google_analytics\n    \n, \n    \n    \n    id\n    \n as \n    \n    id\n    \n, \n    \n    \n    inline_css\n    \n as \n    \n    inline_css\n    \n, \n    \n    \n    position\n    \n as \n    \n    position\n    \n, \n    \n    \n    reply_to\n    \n as \n    \n    reply_to\n    \n, \n    \n    \n    send_time\n    \n as \n    \n    send_time\n    \n, \n    \n    \n    start_time\n    \n as \n    \n    start_time\n    \n, \n    \n    \n    status\n    \n as \n    \n    status\n    \n, \n    \n    \n    subject_line\n    \n as \n    \n    subject_line\n    \n, \n    \n    \n    template_id\n    \n as \n    \n    template_id\n    \n, \n    \n    \n    timewarp\n    \n as \n    \n    timewarp\n    \n, \n    \n    \n    title\n    \n as \n    \n    title\n    \n, \n    \n    \n    to_name\n    \n as \n    \n    to_name\n    \n, \n    \n    \n    track_ecomm_360\n    \n as \n    \n    track_ecomm_360\n    \n, \n    \n    \n    track_goals\n    \n as \n    \n    track_goals\n    \n, \n    \n    \n    track_html_clicks\n    \n as \n    \n    track_html_clicks\n    \n, \n    \n    \n    track_opens\n    \n as \n    \n    track_opens\n    \n, \n    \n    \n    track_text_clicks\n    \n as \n    \n    track_text_clicks\n    \n, \n    \n    \n    use_conversation\n    \n as \n    \n    use_conversation\n    \n\n\n\n        \n, 'postgres' || '.'|| 'public' as source_relation\n\n\n    from base\n\n), \n\nfinal as (\n\n    select\n        source_relation,\n        -- IDs and standard timestamp\n        id as automation_email_id,\n        automation_id,\n        create_time as created_timestamp,\n        start_time as started_timestamp,\n        send_time as send_timestamp,\n\n        -- email details\n        from_name,\n        reply_to,\n        status,\n        subject_line,\n        title,\n        to_name,\n\n        archive_url,\n        authenticate,\n        auto_footer,\n        auto_tweet,\n        clicktale,\n        content_type,\n        delay_action,\n        delay_action_description,\n        delay_amount,\n        delay_direction,\n        delay_full_description,\n        delay_type,\n        drag_and_drop,\n        fb_comments,\n        folder_id,\n        google_analytics,\n        inline_css,\n        position,\n        template_id,\n        timewarp,\n        track_ecomm_360,\n        track_goals,\n        track_html_clicks,\n        track_opens,\n        track_text_clicks,\n        use_conversation\n    from fields\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": ["automation_email_id"], "time_spine": null}, "model.mailchimp.stg_mailchimp__automations_tmp": {"database": "postgres", "schema": "public_mailchimp_dev", "name": "stg_mailchimp__automations_tmp", "resource_type": "model", "package_name": "mailchimp", "path": "staging/tmp/stg_mailchimp__automations_tmp.sql", "original_file_path": "models/staging/tmp/stg_mailchimp__automations_tmp.sql", "unique_id": "model.mailchimp.stg_mailchimp__automations_tmp", "fqn": ["mailchimp", "staging", "tmp", "stg_mailchimp__automations_tmp"], "alias": "stg_mailchimp__automations_tmp", "checksum": {"name": "sha256", "checksum": "a51966f58a7e0d6bb6553ab1304a16c1130d72b8e0e70c1cd93f32706850e8f9"}, "config": {"enabled": true, "alias": null, "schema": "mailchimp_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": {"schema": "mailchimp_{{ var('directed_schema','dev') }}", "materialized": "view", "enabled": true}, "created_at": 1762480777.247611, "relation_name": "\"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__automations_tmp\"", "raw_code": "{{ config(enabled=var('mailchimp_using_automations', True)) }}\n\n{{\n    mailchimp.mailchimp_union_connections(\n        connection_dictionary='mailchimp_sources',\n        single_source_name='mailchimp',\n        single_table_name='automation'\n    )\n}}", "doc_blocks": [], "language": "sql", "refs": [], "sources": [["mailchimp", "automation"], ["mailchimp", "automation"], ["mailchimp", "automation"]], "metrics": [], "depends_on": {"macros": ["macro.mailchimp.mailchimp_union_connections"], "nodes": ["source.mailchimp.mailchimp.automation"]}, "compiled_path": "target/compiled/mailchimp/models/staging/tmp/stg_mailchimp__automations_tmp.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\n\n    -- ** Values passed to adapter.get_relation:\n    -- full-identifier_var: mailchimp_automation_identifier\n    -- database: postgres                            \n    -- schema: public\n    -- identifier: automation\n\n\n    select\n            \"id\",\n  \"_fivetran_deleted\",\n  \"_fivetran_synced\",\n  \"create_time\",\n  \"list_id\",\n  \"segment_id\",\n  \"segment_text\",\n  \"start_time\",\n  \"status\",\n  \"title\",\n  \"trigger_settings\"\n        from \"postgres\".\"public\".\"automation\" as source_table\n\n    ", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null, "primary_key": [], "time_spine": null}, "model.mailchimp.stg_mailchimp__campaigns_tmp": {"database": "postgres", "schema": "public_mailchimp_dev", "name": "stg_mailchimp__campaigns_tmp", "resource_type": "model", "package_name": "mailchimp", "path": "staging/tmp/stg_mailchimp__campaigns_tmp.sql", "original_file_path": "models/staging/tmp/stg_mailchimp__campaigns_tmp.sql", "unique_id": "model.mailchimp.stg_mailchimp__campaigns_tmp", "fqn": ["mailchimp", "staging", "tmp", "stg_mailchimp__campaigns_tmp"], "alias": "stg_mailchimp__campaigns_tmp", "checksum": {"name": "sha256", "checksum": "2d546883b31400e0ae0d49fbb8d92d8a3730cc73ca67c6e9f5614392d40291b9"}, "config": {"enabled": true, "alias": null, "schema": "mailchimp_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": {"schema": "mailchimp_{{ var('directed_schema','dev') }}", "materialized": "view"}, "created_at": 1762480777.2716599, "relation_name": "\"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__campaigns_tmp\"", "raw_code": "{{\n    mailchimp.mailchimp_union_connections(\n        connection_dictionary='mailchimp_sources',\n        single_source_name='mailchimp',\n        single_table_name='campaign'\n    )\n}}", "doc_blocks": [], "language": "sql", "refs": [], "sources": [["mailchimp", "campaign"], ["mailchimp", "campaign"], ["mailchimp", "campaign"]], "metrics": [], "depends_on": {"macros": ["macro.mailchimp.mailchimp_union_connections"], "nodes": ["source.mailchimp.mailchimp.campaign"]}, "compiled_path": "target/compiled/mailchimp/models/staging/tmp/stg_mailchimp__campaigns_tmp.sql", "compiled": true, "compiled_code": "\n\n\n\n\n    -- ** Values passed to adapter.get_relation:\n    -- full-identifier_var: mailchimp_campaign_identifier\n    -- database: postgres                            \n    -- schema: public\n    -- identifier: campaign\n\n\n    select\n            \"id\",\n  \"_fivetran_deleted\",\n  \"_fivetran_synced\",\n  \"archive_url\",\n  \"authenticate\",\n  \"auto_footer\",\n  \"auto_tweet\",\n  \"clicktale\",\n  \"content_type\",\n  \"create_time\",\n  \"drag_and_drop\",\n  \"fb_comments\",\n  \"folder_id\",\n  \"from_name\",\n  \"google_analytics\",\n  \"inline_css\",\n  \"list_id\",\n  \"long_archive_url\",\n  \"reply_to\",\n  \"segment_id\",\n  \"segment_text\",\n  \"send_time\",\n  \"status\",\n  \"subject_line\",\n  \"template_id\",\n  \"test_size\",\n  \"timewarp\",\n  \"title\",\n  \"to_name\",\n  \"track_ecomm_360\",\n  \"track_goals\",\n  \"track_html_clicks\",\n  \"track_opens\",\n  \"track_text_clicks\",\n  \"type\",\n  \"use_conversation\",\n  \"wait_time\",\n  \"winner_criteria\",\n  \"winning_campaign_id\",\n  \"winning_combination_id\"\n        from \"postgres\".\"public\".\"campaign\" as source_table\n\n    ", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null, "primary_key": [], "time_spine": null}, "model.mailchimp.stg_mailchimp__segments_tmp": {"database": "postgres", "schema": "public_mailchimp_dev", "name": "stg_mailchimp__segments_tmp", "resource_type": "model", "package_name": "mailchimp", "path": "staging/tmp/stg_mailchimp__segments_tmp.sql", "original_file_path": "models/staging/tmp/stg_mailchimp__segments_tmp.sql", "unique_id": "model.mailchimp.stg_mailchimp__segments_tmp", "fqn": ["mailchimp", "staging", "tmp", "stg_mailchimp__segments_tmp"], "alias": "stg_mailchimp__segments_tmp", "checksum": {"name": "sha256", "checksum": "1b8e340a3bbc4979e28a4955e54e241c92a2d1b44f34f272680e7dfddad2b29a"}, "config": {"enabled": true, "alias": null, "schema": "mailchimp_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": {"schema": "mailchimp_{{ var('directed_schema','dev') }}", "materialized": "view", "enabled": true}, "created_at": 1762480777.2787905, "relation_name": "\"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__segments_tmp\"", "raw_code": "{{ config(enabled=var('mailchimp_using_segments', True)) }}\n\n{{\n    mailchimp.mailchimp_union_connections(\n        connection_dictionary='mailchimp_sources',\n        single_source_name='mailchimp',\n        single_table_name='segment'\n    )\n}}", "doc_blocks": [], "language": "sql", "refs": [], "sources": [["mailchimp", "segment"], ["mailchimp", "segment"], ["mailchimp", "segment"]], "metrics": [], "depends_on": {"macros": ["macro.mailchimp.mailchimp_union_connections"], "nodes": ["source.mailchimp.mailchimp.segment"]}, "compiled_path": "target/compiled/mailchimp/models/staging/tmp/stg_mailchimp__segments_tmp.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\n\n    -- ** Values passed to adapter.get_relation:\n    -- full-identifier_var: mailchimp_segment_identifier\n    -- database: postgres                            \n    -- schema: public\n    -- identifier: segment\n\n\n    select\n            \"id\",\n  \"_fivetran_deleted\",\n  \"_fivetran_synced\",\n  \"created_at\",\n  \"list_id\",\n  \"member_count\",\n  \"name\",\n  \"type\",\n  \"updated_at\"\n        from \"postgres\".\"public\".\"segment\" as source_table\n\n    ", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null, "primary_key": [], "time_spine": null}, "model.mailchimp.stg_mailchimp__automation_recipients_tmp": {"database": "postgres", "schema": "public_mailchimp_dev", "name": "stg_mailchimp__automation_recipients_tmp", "resource_type": "model", "package_name": "mailchimp", "path": "staging/tmp/stg_mailchimp__automation_recipients_tmp.sql", "original_file_path": "models/staging/tmp/stg_mailchimp__automation_recipients_tmp.sql", "unique_id": "model.mailchimp.stg_mailchimp__automation_recipients_tmp", "fqn": ["mailchimp", "staging", "tmp", "stg_mailchimp__automation_recipients_tmp"], "alias": "stg_mailchimp__automation_recipients_tmp", "checksum": {"name": "sha256", "checksum": "c4686f9334aca7301d809ff51ec1af8232f17dc249ec807f53156a43088e5a71"}, "config": {"enabled": true, "alias": null, "schema": "mailchimp_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": {"schema": "mailchimp_{{ var('directed_schema','dev') }}", "materialized": "view", "enabled": true}, "created_at": 1762480777.2872002, "relation_name": "\"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__automation_recipients_tmp\"", "raw_code": "{{ config(enabled=var('mailchimp_using_automations', True)) }}\n\n{{\n    mailchimp.mailchimp_union_connections(\n        connection_dictionary='mailchimp_sources',\n        single_source_name='mailchimp',\n        single_table_name='automation_recipient'\n    )\n}}", "doc_blocks": [], "language": "sql", "refs": [], "sources": [["mailchimp", "automation_recipient"], ["mailchimp", "automation_recipient"], ["mailchimp", "automation_recipient"]], "metrics": [], "depends_on": {"macros": ["macro.mailchimp.mailchimp_union_connections"], "nodes": ["source.mailchimp.mailchimp.automation_recipient"]}, "compiled_path": "target/compiled/mailchimp/models/staging/tmp/stg_mailchimp__automation_recipients_tmp.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\n\n    -- ** Values passed to adapter.get_relation:\n    -- full-identifier_var: mailchimp_automation_recipient_identifier\n    -- database: postgres                            \n    -- schema: public\n    -- identifier: automation_recipient\n\n\n    select\n            \"automation_email_id\",\n  \"member_id\",\n  \"_fivetran_synced\",\n  \"list_id\"\n        from \"postgres\".\"public\".\"automation_recipient\" as source_table\n\n    ", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null, "primary_key": [], "time_spine": null}, "model.mailchimp.stg_mailchimp__automation_emails_tmp": {"database": "postgres", "schema": "public_mailchimp_dev", "name": "stg_mailchimp__automation_emails_tmp", "resource_type": "model", "package_name": "mailchimp", "path": "staging/tmp/stg_mailchimp__automation_emails_tmp.sql", "original_file_path": "models/staging/tmp/stg_mailchimp__automation_emails_tmp.sql", "unique_id": "model.mailchimp.stg_mailchimp__automation_emails_tmp", "fqn": ["mailchimp", "staging", "tmp", "stg_mailchimp__automation_emails_tmp"], "alias": "stg_mailchimp__automation_emails_tmp", "checksum": {"name": "sha256", "checksum": "1985911558cd338f66342476b85e64f22d9fc652dc3aed0b078338050a109ce2"}, "config": {"enabled": true, "alias": null, "schema": "mailchimp_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": {"schema": "mailchimp_{{ var('directed_schema','dev') }}", "materialized": "view", "enabled": true}, "created_at": 1762480777.3618681, "relation_name": "\"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__automation_emails_tmp\"", "raw_code": "{{ config(enabled=var('mailchimp_using_automations', True)) }}\n\n{{\n    mailchimp.mailchimp_union_connections(\n        connection_dictionary='mailchimp_sources',\n        single_source_name='mailchimp',\n        single_table_name='automation_email'\n    )\n}}", "doc_blocks": [], "language": "sql", "refs": [], "sources": [["mailchimp", "automation_email"], ["mailchimp", "automation_email"], ["mailchimp", "automation_email"]], "metrics": [], "depends_on": {"macros": ["macro.mailchimp.mailchimp_union_connections"], "nodes": ["source.mailchimp.mailchimp.automation_email"]}, "compiled_path": "target/compiled/mailchimp/models/staging/tmp/stg_mailchimp__automation_emails_tmp.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\n\n    -- ** Values passed to adapter.get_relation:\n    -- full-identifier_var: mailchimp_automation_email_identifier\n    -- database: postgres                            \n    -- schema: public\n    -- identifier: automation_email\n\n\n    select\n            \"id\",\n  \"_fivetran_deleted\",\n  \"_fivetran_synced\",\n  \"archive_url\",\n  \"authenticate\",\n  \"auto_footer\",\n  \"auto_tweet\",\n  \"automation_id\",\n  \"clicktale\",\n  \"content_type\",\n  \"create_time\",\n  \"delay_action\",\n  \"delay_action_description\",\n  \"delay_amount\",\n  \"delay_direction\",\n  \"delay_full_description\",\n  \"delay_type\",\n  \"drag_and_drop\",\n  \"fb_comments\",\n  \"folder_id\",\n  \"from_name\",\n  \"google_analytics\",\n  \"inline_css\",\n  \"position\",\n  \"reply_to\",\n  \"send_time\",\n  \"start_time\",\n  \"status\",\n  \"subject_line\",\n  \"template_id\",\n  \"timewarp\",\n  \"title\",\n  \"to_name\",\n  \"track_ecomm_360\",\n  \"track_goals\",\n  \"track_html_clicks\",\n  \"track_opens\",\n  \"track_text_clicks\",\n  \"use_conversation\"\n        from \"postgres\".\"public\".\"automation_email\" as source_table\n\n    ", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null, "primary_key": [], "time_spine": null}, "model.mailchimp.stg_mailchimp__automation_activities_tmp": {"database": "postgres", "schema": "public_mailchimp_dev", "name": "stg_mailchimp__automation_activities_tmp", "resource_type": "model", "package_name": "mailchimp", "path": "staging/tmp/stg_mailchimp__automation_activities_tmp.sql", "original_file_path": "models/staging/tmp/stg_mailchimp__automation_activities_tmp.sql", "unique_id": "model.mailchimp.stg_mailchimp__automation_activities_tmp", "fqn": ["mailchimp", "staging", "tmp", "stg_mailchimp__automation_activities_tmp"], "alias": "stg_mailchimp__automation_activities_tmp", "checksum": {"name": "sha256", "checksum": "b89717ebb0502a0e2c89d423af25aba8492b0a6f6768431742b9b2d4c3ad04ab"}, "config": {"enabled": true, "alias": null, "schema": "mailchimp_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": {"schema": "mailchimp_{{ var('directed_schema','dev') }}", "materialized": "view", "enabled": true}, "created_at": 1762480777.369652, "relation_name": "\"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__automation_activities_tmp\"", "raw_code": "{{ config(enabled=var('mailchimp_using_automations', True)) }}\n\n{{\n    mailchimp.mailchimp_union_connections(\n        connection_dictionary='mailchimp_sources',\n        single_source_name='mailchimp',\n        single_table_name='automation_recipient_activity'\n    )\n}}", "doc_blocks": [], "language": "sql", "refs": [], "sources": [["mailchimp", "automation_recipient_activity"], ["mailchimp", "automation_recipient_activity"], ["mailchimp", "automation_recipient_activity"]], "metrics": [], "depends_on": {"macros": ["macro.mailchimp.mailchimp_union_connections"], "nodes": ["source.mailchimp.mailchimp.automation_recipient_activity"]}, "compiled_path": "target/compiled/mailchimp/models/staging/tmp/stg_mailchimp__automation_activities_tmp.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\n\n    -- ** Values passed to adapter.get_relation:\n    -- full-identifier_var: mailchimp_automation_recipient_activity_identifier\n    -- database: postgres                            \n    -- schema: public\n    -- identifier: automation_recipient_activity\n\n\n    select\n            \"action\",\n  \"automation_email_id\",\n  \"member_id\",\n  \"timestamp\",\n  \"_fivetran_synced\",\n  \"bounce_type\",\n  \"ip\",\n  \"list_id\",\n  \"url\"\n        from \"postgres\".\"public\".\"automation_recipient_activity\" as source_table\n\n    ", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null, "primary_key": [], "time_spine": null}, "model.mailchimp.stg_mailchimp__unsubscribes_tmp": {"database": "postgres", "schema": "public_mailchimp_dev", "name": "stg_mailchimp__unsubscribes_tmp", "resource_type": "model", "package_name": "mailchimp", "path": "staging/tmp/stg_mailchimp__unsubscribes_tmp.sql", "original_file_path": "models/staging/tmp/stg_mailchimp__unsubscribes_tmp.sql", "unique_id": "model.mailchimp.stg_mailchimp__unsubscribes_tmp", "fqn": ["mailchimp", "staging", "tmp", "stg_mailchimp__unsubscribes_tmp"], "alias": "stg_mailchimp__unsubscribes_tmp", "checksum": {"name": "sha256", "checksum": "88c7ab7ee945ca9c5481d077c10f7c8b551eb59d4c045077b07981cbf06d5886"}, "config": {"enabled": true, "alias": null, "schema": "mailchimp_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": {"schema": "mailchimp_{{ var('directed_schema','dev') }}", "materialized": "view", "enabled": true}, "created_at": 1762480777.3772488, "relation_name": "\"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__unsubscribes_tmp\"", "raw_code": "{{ config(enabled=var('mailchimp_using_unsubscribes', True)) }}\n\n{{\n    mailchimp.mailchimp_union_connections(\n        connection_dictionary='mailchimp_sources',\n        single_source_name='mailchimp',\n        single_table_name='unsubscribe'\n    )\n}}", "doc_blocks": [], "language": "sql", "refs": [], "sources": [["mailchimp", "unsubscribe"], ["mailchimp", "unsubscribe"], ["mailchimp", "unsubscribe"]], "metrics": [], "depends_on": {"macros": ["macro.mailchimp.mailchimp_union_connections"], "nodes": ["source.mailchimp.mailchimp.unsubscribe"]}, "compiled_path": "target/compiled/mailchimp/models/staging/tmp/stg_mailchimp__unsubscribes_tmp.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\n\n    -- ** Values passed to adapter.get_relation:\n    -- full-identifier_var: mailchimp_unsubscribe_identifier\n    -- database: postgres                            \n    -- schema: public\n    -- identifier: unsubscribe\n\n\n    select\n            \"campaign_id\",\n  \"member_id\",\n  \"_fivetran_synced\",\n  \"list_id\",\n  \"reason\",\n  \"timestamp\"\n        from \"postgres\".\"public\".\"unsubscribe\" as source_table\n\n    ", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null, "primary_key": [], "time_spine": null}, "model.mailchimp.stg_mailchimp__campaign_recipients_tmp": {"database": "postgres", "schema": "public_mailchimp_dev", "name": "stg_mailchimp__campaign_recipients_tmp", "resource_type": "model", "package_name": "mailchimp", "path": "staging/tmp/stg_mailchimp__campaign_recipients_tmp.sql", "original_file_path": "models/staging/tmp/stg_mailchimp__campaign_recipients_tmp.sql", "unique_id": "model.mailchimp.stg_mailchimp__campaign_recipients_tmp", "fqn": ["mailchimp", "staging", "tmp", "stg_mailchimp__campaign_recipients_tmp"], "alias": "stg_mailchimp__campaign_recipients_tmp", "checksum": {"name": "sha256", "checksum": "5b51b18fbafde1e03699c44dc264efe025127b9229d5f847948ddc29011142d3"}, "config": {"enabled": true, "alias": null, "schema": "mailchimp_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": {"schema": "mailchimp_{{ var('directed_schema','dev') }}", "materialized": "view"}, "created_at": 1762480777.3849814, "relation_name": "\"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__campaign_recipients_tmp\"", "raw_code": "{{\n    mailchimp.mailchimp_union_connections(\n        connection_dictionary='mailchimp_sources',\n        single_source_name='mailchimp',\n        single_table_name='campaign_recipient'\n    )\n}}", "doc_blocks": [], "language": "sql", "refs": [], "sources": [["mailchimp", "campaign_recipient"], ["mailchimp", "campaign_recipient"], ["mailchimp", "campaign_recipient"]], "metrics": [], "depends_on": {"macros": ["macro.mailchimp.mailchimp_union_connections"], "nodes": ["source.mailchimp.mailchimp.campaign_recipient"]}, "compiled_path": "target/compiled/mailchimp/models/staging/tmp/stg_mailchimp__campaign_recipients_tmp.sql", "compiled": true, "compiled_code": "\n\n\n\n\n    -- ** Values passed to adapter.get_relation:\n    -- full-identifier_var: mailchimp_campaign_recipient_identifier\n    -- database: postgres                            \n    -- schema: public\n    -- identifier: campaign_recipient\n\n\n    select\n            \"campaign_id\",\n  \"member_id\",\n  \"_fivetran_synced\",\n  \"combination_id\",\n  \"list_id\"\n        from \"postgres\".\"public\".\"campaign_recipient\" as source_table\n\n    ", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null, "primary_key": [], "time_spine": null}, "model.mailchimp.stg_mailchimp__campaign_activities_tmp": {"database": "postgres", "schema": "public_mailchimp_dev", "name": "stg_mailchimp__campaign_activities_tmp", "resource_type": "model", "package_name": "mailchimp", "path": "staging/tmp/stg_mailchimp__campaign_activities_tmp.sql", "original_file_path": "models/staging/tmp/stg_mailchimp__campaign_activities_tmp.sql", "unique_id": "model.mailchimp.stg_mailchimp__campaign_activities_tmp", "fqn": ["mailchimp", "staging", "tmp", "stg_mailchimp__campaign_activities_tmp"], "alias": "stg_mailchimp__campaign_activities_tmp", "checksum": {"name": "sha256", "checksum": "462906e7dc35aabf43208946a7638f8ccb85b1eb96bcadae4b10936830699076"}, "config": {"enabled": true, "alias": null, "schema": "mailchimp_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": {"schema": "mailchimp_{{ var('directed_schema','dev') }}", "materialized": "view"}, "created_at": 1762480777.3930008, "relation_name": "\"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__campaign_activities_tmp\"", "raw_code": "{{\n    mailchimp.mailchimp_union_connections(\n        connection_dictionary='mailchimp_sources',\n        single_source_name='mailchimp',\n        single_table_name='campaign_recipient_activity'\n    )\n}}", "doc_blocks": [], "language": "sql", "refs": [], "sources": [["mailchimp", "campaign_recipient_activity"], ["mailchimp", "campaign_recipient_activity"], ["mailchimp", "campaign_recipient_activity"]], "metrics": [], "depends_on": {"macros": ["macro.mailchimp.mailchimp_union_connections"], "nodes": ["source.mailchimp.mailchimp.campaign_recipient_activity"]}, "compiled_path": "target/compiled/mailchimp/models/staging/tmp/stg_mailchimp__campaign_activities_tmp.sql", "compiled": true, "compiled_code": "\n\n\n\n\n    -- ** Values passed to adapter.get_relation:\n    -- full-identifier_var: mailchimp_campaign_recipient_activity_identifier\n    -- database: postgres                            \n    -- schema: public\n    -- identifier: campaign_recipient_activity\n\n\n    select\n            \"action\",\n  \"campaign_id\",\n  \"member_id\",\n  \"timestamp\",\n  \"_fivetran_synced\",\n  \"bounce_type\",\n  \"combination_id\",\n  \"ip\",\n  \"list_id\",\n  \"url\"\n        from \"postgres\".\"public\".\"campaign_recipient_activity\" as source_table\n\n    ", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null, "primary_key": [], "time_spine": null}, "model.mailchimp.stg_mailchimp__members_tmp": {"database": "postgres", "schema": "public_mailchimp_dev", "name": "stg_mailchimp__members_tmp", "resource_type": "model", "package_name": "mailchimp", "path": "staging/tmp/stg_mailchimp__members_tmp.sql", "original_file_path": "models/staging/tmp/stg_mailchimp__members_tmp.sql", "unique_id": "model.mailchimp.stg_mailchimp__members_tmp", "fqn": ["mailchimp", "staging", "tmp", "stg_mailchimp__members_tmp"], "alias": "stg_mailchimp__members_tmp", "checksum": {"name": "sha256", "checksum": "c749eb3aaab3956b058431322b262130a3e42a250efa810b30c10c822030992d"}, "config": {"enabled": true, "alias": null, "schema": "mailchimp_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": {"schema": "mailchimp_{{ var('directed_schema','dev') }}", "materialized": "view"}, "created_at": 1762480777.4002402, "relation_name": "\"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__members_tmp\"", "raw_code": "{{\n    mailchimp.mailchimp_union_connections(\n        connection_dictionary='mailchimp_sources',\n        single_source_name='mailchimp',\n        single_table_name='member'\n    )\n}}", "doc_blocks": [], "language": "sql", "refs": [], "sources": [["mailchimp", "member"], ["mailchimp", "member"], ["mailchimp", "member"]], "metrics": [], "depends_on": {"macros": ["macro.mailchimp.mailchimp_union_connections"], "nodes": ["source.mailchimp.mailchimp.member"]}, "compiled_path": "target/compiled/mailchimp/models/staging/tmp/stg_mailchimp__members_tmp.sql", "compiled": true, "compiled_code": "\n\n\n\n\n    -- ** Values passed to adapter.get_relation:\n    -- full-identifier_var: mailchimp_member_identifier\n    -- database: postgres                            \n    -- schema: public\n    -- identifier: member\n\n\n    select\n            \"id\",\n  \"list_id\",\n  \"_fivetran_synced\",\n  \"country_code\",\n  \"dstoff\",\n  \"email_address\",\n  \"email_client\",\n  \"email_type\",\n  \"gmtoff\",\n  \"ip_opt\",\n  \"ip_signup\",\n  \"language\",\n  \"last_changed\",\n  \"latitude\",\n  \"longitude\",\n  \"member_rating\",\n  \"merge_fname\",\n  \"merge_lname\",\n  \"status\",\n  \"timestamp_opt\",\n  \"timestamp_signup\",\n  \"timezone\",\n  \"unique_email_id\",\n  \"vip\"\n        from \"postgres\".\"public\".\"member\" as source_table\n\n    ", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null, "primary_key": [], "time_spine": null}, "model.mailchimp.stg_mailchimp__segment_members_tmp": {"database": "postgres", "schema": "public_mailchimp_dev", "name": "stg_mailchimp__segment_members_tmp", "resource_type": "model", "package_name": "mailchimp", "path": "staging/tmp/stg_mailchimp__segment_members_tmp.sql", "original_file_path": "models/staging/tmp/stg_mailchimp__segment_members_tmp.sql", "unique_id": "model.mailchimp.stg_mailchimp__segment_members_tmp", "fqn": ["mailchimp", "staging", "tmp", "stg_mailchimp__segment_members_tmp"], "alias": "stg_mailchimp__segment_members_tmp", "checksum": {"name": "sha256", "checksum": "572517bfee2f111b79727c19632145fbbddab2dba5f58c9b1beeb76acc96ac74"}, "config": {"enabled": true, "alias": null, "schema": "mailchimp_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": {"schema": "mailchimp_{{ var('directed_schema','dev') }}", "materialized": "view", "enabled": true}, "created_at": 1762480777.40751, "relation_name": "\"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__segment_members_tmp\"", "raw_code": "{{ config(enabled=var('mailchimp_using_segments', True)) }}\n\n{{\n    mailchimp.mailchimp_union_connections(\n        connection_dictionary='mailchimp_sources',\n        single_source_name='mailchimp',\n        single_table_name='segment_member'\n    )\n}}", "doc_blocks": [], "language": "sql", "refs": [], "sources": [["mailchimp", "segment_member"], ["mailchimp", "segment_member"], ["mailchimp", "segment_member"]], "metrics": [], "depends_on": {"macros": ["macro.mailchimp.mailchimp_union_connections"], "nodes": ["source.mailchimp.mailchimp.segment_member"]}, "compiled_path": "target/compiled/mailchimp/models/staging/tmp/stg_mailchimp__segment_members_tmp.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\n\n    -- ** Values passed to adapter.get_relation:\n    -- full-identifier_var: mailchimp_segment_member_identifier\n    -- database: postgres                            \n    -- schema: public\n    -- identifier: segment_member\n\n\n    select\n            \"member_id\",\n  \"segment_id\",\n  \"_fivetran_deleted\",\n  \"_fivetran_synced\",\n  \"list_id\"\n        from \"postgres\".\"public\".\"segment_member\" as source_table\n\n    ", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null, "primary_key": [], "time_spine": null}, "model.mailchimp.stg_mailchimp__lists_tmp": {"database": "postgres", "schema": "public_mailchimp_dev", "name": "stg_mailchimp__lists_tmp", "resource_type": "model", "package_name": "mailchimp", "path": "staging/tmp/stg_mailchimp__lists_tmp.sql", "original_file_path": "models/staging/tmp/stg_mailchimp__lists_tmp.sql", "unique_id": "model.mailchimp.stg_mailchimp__lists_tmp", "fqn": ["mailchimp", "staging", "tmp", "stg_mailchimp__lists_tmp"], "alias": "stg_mailchimp__lists_tmp", "checksum": {"name": "sha256", "checksum": "ff14b5dcac082e15cfecf55a6728bf910d71683f80af6388324688faeb998a74"}, "config": {"enabled": true, "alias": null, "schema": "mailchimp_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": {"schema": "mailchimp_{{ var('directed_schema','dev') }}", "materialized": "view"}, "created_at": 1762480777.4151502, "relation_name": "\"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__lists_tmp\"", "raw_code": "{{\n    mailchimp.mailchimp_union_connections(\n        connection_dictionary='mailchimp_sources',\n        single_source_name='mailchimp',\n        single_table_name='list'\n    )\n}}", "doc_blocks": [], "language": "sql", "refs": [], "sources": [["mailchimp", "list"], ["mailchimp", "list"], ["mailchimp", "list"]], "metrics": [], "depends_on": {"macros": ["macro.mailchimp.mailchimp_union_connections"], "nodes": ["source.mailchimp.mailchimp.list"]}, "compiled_path": "target/compiled/mailchimp/models/staging/tmp/stg_mailchimp__lists_tmp.sql", "compiled": true, "compiled_code": "\n\n\n\n\n    -- ** Values passed to adapter.get_relation:\n    -- full-identifier_var: mailchimp_list_identifier\n    -- database: postgres                            \n    -- schema: public\n    -- identifier: list\n\n\n    select\n            \"id\",\n  \"_fivetran_deleted\",\n  \"_fivetran_synced\",\n  \"beamer_address\",\n  \"contact_address_1\",\n  \"contact_address_2\",\n  \"contact_city\",\n  \"contact_company\",\n  \"contact_country\",\n  \"contact_state\",\n  \"contact_zip\",\n  \"date_created\",\n  \"default_from_email\",\n  \"default_from_name\",\n  \"default_language\",\n  \"default_subject\",\n  \"email_type_option\",\n  \"list_rating\",\n  \"name\",\n  \"notify_on_subscribe\",\n  \"notify_on_unsubscribe\",\n  \"permission_reminder\",\n  \"subscribe_url_long\",\n  \"subscribe_url_short\",\n  \"use_archive_bar\",\n  \"visibility\"\n        from \"postgres\".\"public\".\"list\" as source_table\n\n    ", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null, "primary_key": [], "time_spine": null}, "model.mailchimp.int_mailchimp__campaign_activities_by_campaign": {"database": "postgres", "schema": "public_mailchimp_dev", "name": "int_mailchimp__campaign_activities_by_campaign", "resource_type": "model", "package_name": "mailchimp", "path": "intermediate/int_mailchimp__campaign_activities_by_campaign.sql", "original_file_path": "models/intermediate/int_mailchimp__campaign_activities_by_campaign.sql", "unique_id": "model.mailchimp.int_mailchimp__campaign_activities_by_campaign", "fqn": ["mailchimp", "intermediate", "int_mailchimp__campaign_activities_by_campaign"], "alias": "int_mailchimp__campaign_activities_by_campaign", "checksum": {"name": "sha256", "checksum": "a308f5177fda1f4d4d1c9e55b60d2e10890c84337e6fc6e2cfc676ac04bef5d6"}, "config": {"enabled": true, "alias": null, "schema": "mailchimp_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "ephemeral", "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": {"schema": "mailchimp_{{ var('directed_schema','dev') }}", "materialized": "ephemeral"}, "created_at": 1762480777.4223366, "relation_name": null, "raw_code": "with recipients as (\n\n    select *\n    from {{ ref('mailchimp__campaign_recipients')}}\n\n), pivoted as (\n\n    select\n        source_relation,\n        campaign_id,\n        count(*) as sends,\n        sum(opens) as opens,\n        sum(clicks) as clicks,\n        count(distinct case when was_opened = True then member_id end) as unique_opens,\n        count(distinct case when was_clicked = True then member_id end) as unique_clicks\n\n        {% if var('mailchimp_using_unsubscribes', True) %}\n        , count(distinct case when was_unsubscribed = True then member_id end) as unsubscribes\n        {% endif %}\n    from recipients\n    group by 1,2\n\n)\n\nselect *\nfrom pivoted", "doc_blocks": [], "language": "sql", "refs": [{"name": "mailchimp__campaign_recipients", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": ["model.mailchimp.mailchimp__campaign_recipients"]}, "compiled_path": "target/compiled/mailchimp/models/intermediate/int_mailchimp__campaign_activities_by_campaign.sql", "compiled": true, "compiled_code": "with recipients as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"mailchimp__campaign_recipients\"\n\n), pivoted as (\n\n    select\n        source_relation,\n        campaign_id,\n        count(*) as sends,\n        sum(opens) as opens,\n        sum(clicks) as clicks,\n        count(distinct case when was_opened = True then member_id end) as unique_opens,\n        count(distinct case when was_clicked = True then member_id end) as unique_clicks\n\n        \n        , count(distinct case when was_unsubscribed = True then member_id end) as unsubscribes\n        \n    from recipients\n    group by 1,2\n\n)\n\nselect *\nfrom pivoted", "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.mailchimp.int_mailchimp__automation_activities_by_member": {"database": "postgres", "schema": "public_mailchimp_dev", "name": "int_mailchimp__automation_activities_by_member", "resource_type": "model", "package_name": "mailchimp", "path": "intermediate/int_mailchimp__automation_activities_by_member.sql", "original_file_path": "models/intermediate/int_mailchimp__automation_activities_by_member.sql", "unique_id": "model.mailchimp.int_mailchimp__automation_activities_by_member", "fqn": ["mailchimp", "intermediate", "int_mailchimp__automation_activities_by_member"], "alias": "int_mailchimp__automation_activities_by_member", "checksum": {"name": "sha256", "checksum": "d8f5edd5d58b314928aae1fc63b4daa9b6bdf5b39c8f2b0e1b6243eb01ca72a4"}, "config": {"enabled": true, "alias": null, "schema": "mailchimp_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "ephemeral", "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": {"schema": "mailchimp_{{ var('directed_schema','dev') }}", "materialized": "ephemeral", "enabled": true}, "created_at": 1762480777.4299703, "relation_name": null, "raw_code": "{{ config(enabled=var('mailchimp_using_automations', True)) }}\n\nwith activities as (\n\n    select *\n    from {{ ref('mailchimp__automation_activities')}}\n\n), recipients as (\n\n    select *\n    from {{ ref('int_mailchimp__automation_recipients') }}\n\n{% if var('mailchimp_using_unsubscribes', True) %}\n), unsubscribes as (\n\n    select *\n    from {{ ref('int_mailchimp__automation_unsubscribes') }}\n\n), unsubscribes_xf as (\n\n    select\n        source_relation,\n        member_id,\n        list_id,\n        count(*) as unsubscribes\n    from unsubscribes\n    group by 1,2,3\n{% endif %}\n\n-- aggregate automation opens and clicks by member\n\n), pivoted as (\n\n    select\n        source_relation,\n        member_id,\n        list_id,\n        sum(case when action_type = 'open' then 1 end) as opens,\n        sum(case when action_type = 'click' then 1 end) as clicks,\n        count(distinct case when action_type = 'open' then member_id end) as unique_opens,\n        count(distinct case when action_type = 'click' then member_id end) as unique_clicks\n    from activities\n    group by 1,2,3\n\n), sends as (\n\n    select\n        source_relation,\n        member_id,\n        list_id,\n        count(*) as sends\n    from recipients\n    group by 1,2,3\n\n), joined as (\n\n    select\n        coalesce(sends.source_relation\n            , pivoted.source_relation\n            {{ ', unsubscribes_xf.source_relation' if var('mailchimp_using_unsubscribes', True) }}\n            ) as source_relation,\n        coalesce(sends.member_id\n            , pivoted.member_id\n            {{ ', unsubscribes_xf.member_id' if var('mailchimp_using_unsubscribes', True) }}\n            ) as member_id,\n        pivoted.list_id,\n        pivoted.opens,\n        pivoted.clicks,\n        pivoted.unique_opens,\n        pivoted.unique_clicks,\n        sends.sends\n        {{ ', unsubscribes_xf.unsubscribes' if var('mailchimp_using_unsubscribes', True) }}\n    from sends\n    left join pivoted\n        on pivoted.member_id = sends.member_id\n        and pivoted.list_id = sends.list_id\n        and pivoted.source_relation = sends.source_relation\n\n    {% if var('mailchimp_using_unsubscribes', True) %}\n    left join unsubscribes_xf\n        on unsubscribes_xf.member_id = sends.member_id\n        and unsubscribes_xf.list_id = sends.list_id\n        and unsubscribes_xf.source_relation = sends.source_relation\n    {% endif %}\n\n)\n\nselect *\nfrom joined", "doc_blocks": [], "language": "sql", "refs": [{"name": "mailchimp__automation_activities", "package": null, "version": null}, {"name": "int_mailchimp__automation_recipients", "package": null, "version": null}, {"name": "int_mailchimp__automation_unsubscribes", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": ["model.mailchimp.mailchimp__automation_activities", "model.mailchimp.int_mailchimp__automation_recipients", "model.mailchimp.int_mailchimp__automation_unsubscribes"]}, "compiled_path": "target/compiled/mailchimp/models/intermediate/int_mailchimp__automation_activities_by_member.sql", "compiled": true, "compiled_code": "\n\nwith  __dbt__cte__int_mailchimp__automation_recipients as (\n\n\nwith recipients as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__automation_recipients\"\n\n), automation_emails as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__automation_emails\"\n\n), automations as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__automations\"\n\n), joined as (\n\n    select\n        recipients.*,\n        automations.segment_id,\n        automations.automation_id\n\n    from recipients\n    left join automation_emails\n        on recipients.automation_email_id = automation_emails.automation_email_id\n        and recipients.source_relation = automation_emails.source_relation\n    left join automations\n        on automation_emails.automation_id = automations.automation_id\n        and automation_emails.source_relation = automations.source_relation\n\n)\n\nselect * \nfrom joined\n),  __dbt__cte__int_mailchimp__automation_unsubscribes as (\n\n\nwith unsubscribes as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__unsubscribes\"\n\n), automation_emails as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__automation_emails\"\n\n), automations as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__automations\"\n\n), joined as (\n\n    select\n        unsubscribes.*,\n        automations.segment_id,\n        automations.automation_id\n\n    from unsubscribes\n    left join automation_emails\n        on unsubscribes.campaign_id = automation_emails.automation_email_id\n        and unsubscribes.source_relation = automation_emails.source_relation\n    left join automations\n        on automation_emails.automation_id = automations.automation_id\n        and automation_emails.source_relation = automations.source_relation\n\n)\n\nselect * \nfrom joined\n), activities as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"mailchimp__automation_activities\"\n\n), recipients as (\n\n    select *\n    from __dbt__cte__int_mailchimp__automation_recipients\n\n\n), unsubscribes as (\n\n    select *\n    from __dbt__cte__int_mailchimp__automation_unsubscribes\n\n), unsubscribes_xf as (\n\n    select\n        source_relation,\n        member_id,\n        list_id,\n        count(*) as unsubscribes\n    from unsubscribes\n    group by 1,2,3\n\n\n-- aggregate automation opens and clicks by member\n\n), pivoted as (\n\n    select\n        source_relation,\n        member_id,\n        list_id,\n        sum(case when action_type = 'open' then 1 end) as opens,\n        sum(case when action_type = 'click' then 1 end) as clicks,\n        count(distinct case when action_type = 'open' then member_id end) as unique_opens,\n        count(distinct case when action_type = 'click' then member_id end) as unique_clicks\n    from activities\n    group by 1,2,3\n\n), sends as (\n\n    select\n        source_relation,\n        member_id,\n        list_id,\n        count(*) as sends\n    from recipients\n    group by 1,2,3\n\n), joined as (\n\n    select\n        coalesce(sends.source_relation\n            , pivoted.source_relation\n            , unsubscribes_xf.source_relation\n            ) as source_relation,\n        coalesce(sends.member_id\n            , pivoted.member_id\n            , unsubscribes_xf.member_id\n            ) as member_id,\n        pivoted.list_id,\n        pivoted.opens,\n        pivoted.clicks,\n        pivoted.unique_opens,\n        pivoted.unique_clicks,\n        sends.sends\n        , unsubscribes_xf.unsubscribes\n    from sends\n    left join pivoted\n        on pivoted.member_id = sends.member_id\n        and pivoted.list_id = sends.list_id\n        and pivoted.source_relation = sends.source_relation\n\n    \n    left join unsubscribes_xf\n        on unsubscribes_xf.member_id = sends.member_id\n        and unsubscribes_xf.list_id = sends.list_id\n        and unsubscribes_xf.source_relation = sends.source_relation\n    \n\n)\n\nselect *\nfrom joined", "extra_ctes_injected": true, "extra_ctes": [{"id": "model.mailchimp.int_mailchimp__automation_recipients", "sql": " __dbt__cte__int_mailchimp__automation_recipients as (\n\n\nwith recipients as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__automation_recipients\"\n\n), automation_emails as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__automation_emails\"\n\n), automations as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__automations\"\n\n), joined as (\n\n    select\n        recipients.*,\n        automations.segment_id,\n        automations.automation_id\n\n    from recipients\n    left join automation_emails\n        on recipients.automation_email_id = automation_emails.automation_email_id\n        and recipients.source_relation = automation_emails.source_relation\n    left join automations\n        on automation_emails.automation_id = automations.automation_id\n        and automation_emails.source_relation = automations.source_relation\n\n)\n\nselect * \nfrom joined\n)"}, {"id": "model.mailchimp.int_mailchimp__automation_unsubscribes", "sql": " __dbt__cte__int_mailchimp__automation_unsubscribes as (\n\n\nwith unsubscribes as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__unsubscribes\"\n\n), automation_emails as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__automation_emails\"\n\n), automations as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__automations\"\n\n), joined as (\n\n    select\n        unsubscribes.*,\n        automations.segment_id,\n        automations.automation_id\n\n    from unsubscribes\n    left join automation_emails\n        on unsubscribes.campaign_id = automation_emails.automation_email_id\n        and unsubscribes.source_relation = automation_emails.source_relation\n    left join automations\n        on automation_emails.automation_id = automations.automation_id\n        and automation_emails.source_relation = automations.source_relation\n\n)\n\nselect * \nfrom joined\n)"}], "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.mailchimp.int_mailchimp__campaign_activities_by_list": {"database": "postgres", "schema": "public_mailchimp_dev", "name": "int_mailchimp__campaign_activities_by_list", "resource_type": "model", "package_name": "mailchimp", "path": "intermediate/int_mailchimp__campaign_activities_by_list.sql", "original_file_path": "models/intermediate/int_mailchimp__campaign_activities_by_list.sql", "unique_id": "model.mailchimp.int_mailchimp__campaign_activities_by_list", "fqn": ["mailchimp", "intermediate", "int_mailchimp__campaign_activities_by_list"], "alias": "int_mailchimp__campaign_activities_by_list", "checksum": {"name": "sha256", "checksum": "d48af0ed23de89a891c9904409d22d6bca1e29c0a671eb08e91ae57612a3b2f7"}, "config": {"enabled": true, "alias": null, "schema": "mailchimp_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "ephemeral", "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": {"schema": "mailchimp_{{ var('directed_schema','dev') }}", "materialized": "ephemeral"}, "created_at": 1762480777.4390144, "relation_name": null, "raw_code": "with recipients as (\n\n    select *\n    from {{ ref('mailchimp__campaign_recipients')}}\n\n), pivoted as (\n\n    select\n        source_relation,\n        list_id,\n        count(*) as sends,\n        sum(opens) as opens,\n        sum(clicks) as clicks,\n        count(distinct case when was_opened = True then member_id end) as unique_opens,\n        count(distinct case when was_clicked = True then member_id end) as unique_clicks\n\n        {% if var('mailchimp_using_unsubscribes', True) %}\n        , count(distinct case when was_unsubscribed = True then member_id end) as unsubscribes\n        {% endif %}\n    from recipients\n    group by 1,2\n\n)\n\nselect *\nfrom pivoted", "doc_blocks": [], "language": "sql", "refs": [{"name": "mailchimp__campaign_recipients", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": ["model.mailchimp.mailchimp__campaign_recipients"]}, "compiled_path": "target/compiled/mailchimp/models/intermediate/int_mailchimp__campaign_activities_by_list.sql", "compiled": true, "compiled_code": "with recipients as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"mailchimp__campaign_recipients\"\n\n), pivoted as (\n\n    select\n        source_relation,\n        list_id,\n        count(*) as sends,\n        sum(opens) as opens,\n        sum(clicks) as clicks,\n        count(distinct case when was_opened = True then member_id end) as unique_opens,\n        count(distinct case when was_clicked = True then member_id end) as unique_clicks\n\n        \n        , count(distinct case when was_unsubscribed = True then member_id end) as unsubscribes\n        \n    from recipients\n    group by 1,2\n\n)\n\nselect *\nfrom pivoted", "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.mailchimp.int_mailchimp__automation_recipients": {"database": "postgres", "schema": "public_mailchimp_dev", "name": "int_mailchimp__automation_recipients", "resource_type": "model", "package_name": "mailchimp", "path": "intermediate/int_mailchimp__automation_recipients.sql", "original_file_path": "models/intermediate/int_mailchimp__automation_recipients.sql", "unique_id": "model.mailchimp.int_mailchimp__automation_recipients", "fqn": ["mailchimp", "intermediate", "int_mailchimp__automation_recipients"], "alias": "int_mailchimp__automation_recipients", "checksum": {"name": "sha256", "checksum": "fcd4b97274d7c2cd99ca0e2da0db050e5ff8199607eefa416d267a0b5585f88a"}, "config": {"enabled": true, "alias": null, "schema": "mailchimp_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "ephemeral", "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": {"schema": "mailchimp_{{ var('directed_schema','dev') }}", "materialized": "ephemeral", "enabled": true}, "created_at": 1762480777.4454708, "relation_name": null, "raw_code": "{{ config(enabled=var('mailchimp_using_automations', True)) }}\n\nwith recipients as (\n\n    select *\n    from {{ ref('stg_mailchimp__automation_recipients') }}\n\n), automation_emails as (\n\n    select *\n    from {{ ref('stg_mailchimp__automation_emails') }}\n\n), automations as (\n\n    select *\n    from {{ ref('stg_mailchimp__automations') }}\n\n), joined as (\n\n    select\n        recipients.*,\n        automations.segment_id,\n        automations.automation_id\n\n    from recipients\n    left join automation_emails\n        on recipients.automation_email_id = automation_emails.automation_email_id\n        and recipients.source_relation = automation_emails.source_relation\n    left join automations\n        on automation_emails.automation_id = automations.automation_id\n        and automation_emails.source_relation = automations.source_relation\n\n)\n\nselect * \nfrom joined", "doc_blocks": [], "language": "sql", "refs": [{"name": "stg_mailchimp__automation_recipients", "package": null, "version": null}, {"name": "stg_mailchimp__automation_emails", "package": null, "version": null}, {"name": "stg_mailchimp__automations", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": ["model.mailchimp.stg_mailchimp__automation_recipients", "model.mailchimp.stg_mailchimp__automation_emails", "model.mailchimp.stg_mailchimp__automations"]}, "compiled_path": "target/compiled/mailchimp/models/intermediate/int_mailchimp__automation_recipients.sql", "compiled": true, "compiled_code": "\n\nwith recipients as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__automation_recipients\"\n\n), automation_emails as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__automation_emails\"\n\n), automations as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__automations\"\n\n), joined as (\n\n    select\n        recipients.*,\n        automations.segment_id,\n        automations.automation_id\n\n    from recipients\n    left join automation_emails\n        on recipients.automation_email_id = automation_emails.automation_email_id\n        and recipients.source_relation = automation_emails.source_relation\n    left join automations\n        on automation_emails.automation_id = automations.automation_id\n        and automation_emails.source_relation = automations.source_relation\n\n)\n\nselect * \nfrom joined", "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.mailchimp.int_mailchimp__campaign_activities_by_member": {"database": "postgres", "schema": "public_mailchimp_dev", "name": "int_mailchimp__campaign_activities_by_member", "resource_type": "model", "package_name": "mailchimp", "path": "intermediate/int_mailchimp__campaign_activities_by_member.sql", "original_file_path": "models/intermediate/int_mailchimp__campaign_activities_by_member.sql", "unique_id": "model.mailchimp.int_mailchimp__campaign_activities_by_member", "fqn": ["mailchimp", "intermediate", "int_mailchimp__campaign_activities_by_member"], "alias": "int_mailchimp__campaign_activities_by_member", "checksum": {"name": "sha256", "checksum": "9b777a954552e2f4c8bd1a24858bdf9a1f3b5070f712c4ada18286c488141a58"}, "config": {"enabled": true, "alias": null, "schema": "mailchimp_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "ephemeral", "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": {"schema": "mailchimp_{{ var('directed_schema','dev') }}", "materialized": "ephemeral"}, "created_at": 1762480777.4527214, "relation_name": null, "raw_code": "with recipients as (\n\n    select *\n    from {{ ref('mailchimp__campaign_recipients')}}\n\n), pivoted as (\n\n    select\n        source_relation,\n        member_id,\n        list_id,\n        count(*) as sends,\n        sum(opens) as opens,\n        sum(clicks) as clicks,\n        count(distinct case when was_opened = True then member_id end) as unique_opens,\n        count(distinct case when was_clicked = True then member_id end) as unique_clicks\n\n        {% if var('mailchimp_using_unsubscribes', True) %}\n        , count(distinct case when was_unsubscribed = True then member_id end) as unsubscribes\n        {% endif %}\n    from recipients\n    group by 1,2,3\n\n)\n\nselect *\nfrom pivoted", "doc_blocks": [], "language": "sql", "refs": [{"name": "mailchimp__campaign_recipients", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": ["model.mailchimp.mailchimp__campaign_recipients"]}, "compiled_path": "target/compiled/mailchimp/models/intermediate/int_mailchimp__campaign_activities_by_member.sql", "compiled": true, "compiled_code": "with recipients as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"mailchimp__campaign_recipients\"\n\n), pivoted as (\n\n    select\n        source_relation,\n        member_id,\n        list_id,\n        count(*) as sends,\n        sum(opens) as opens,\n        sum(clicks) as clicks,\n        count(distinct case when was_opened = True then member_id end) as unique_opens,\n        count(distinct case when was_clicked = True then member_id end) as unique_clicks\n\n        \n        , count(distinct case when was_unsubscribed = True then member_id end) as unsubscribes\n        \n    from recipients\n    group by 1,2,3\n\n)\n\nselect *\nfrom pivoted", "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.mailchimp.int_mailchimp__campaign_activities_by_segment": {"database": "postgres", "schema": "public_mailchimp_dev", "name": "int_mailchimp__campaign_activities_by_segment", "resource_type": "model", "package_name": "mailchimp", "path": "intermediate/int_mailchimp__campaign_activities_by_segment.sql", "original_file_path": "models/intermediate/int_mailchimp__campaign_activities_by_segment.sql", "unique_id": "model.mailchimp.int_mailchimp__campaign_activities_by_segment", "fqn": ["mailchimp", "intermediate", "int_mailchimp__campaign_activities_by_segment"], "alias": "int_mailchimp__campaign_activities_by_segment", "checksum": {"name": "sha256", "checksum": "3a5e26bdd32faca0dc6c142cab993e422680260f76dbcfccf390e22d1651a962"}, "config": {"enabled": true, "alias": null, "schema": "mailchimp_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "ephemeral", "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": {"schema": "mailchimp_{{ var('directed_schema','dev') }}", "materialized": "ephemeral", "enabled": true}, "created_at": 1762480777.4592009, "relation_name": null, "raw_code": "{{ config(enabled=var('mailchimp_using_segments', True)) }}\n\nwith recipients as (\n\n    select *\n    from {{ ref('mailchimp__campaign_recipients')}}\n\n), pivoted as (\n\n    select\n        source_relation,\n        segment_id,\n        count(*) as sends,\n        sum(opens) as opens,\n        sum(clicks) as clicks,\n        count(distinct case when was_opened = True then member_id end) as unique_opens,\n        count(distinct case when was_clicked = True then member_id end) as unique_clicks\n\n        {% if var('mailchimp_using_unsubscribes', True) %}\n        , count(distinct case when was_unsubscribed = True then member_id end) as unsubscribes\n        {% endif %}\n    from recipients\n    where segment_id is not null\n    group by 1,2\n\n)\n\nselect *\nfrom pivoted", "doc_blocks": [], "language": "sql", "refs": [{"name": "mailchimp__campaign_recipients", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": ["model.mailchimp.mailchimp__campaign_recipients"]}, "compiled_path": "target/compiled/mailchimp/models/intermediate/int_mailchimp__campaign_activities_by_segment.sql", "compiled": true, "compiled_code": "\n\nwith recipients as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"mailchimp__campaign_recipients\"\n\n), pivoted as (\n\n    select\n        source_relation,\n        segment_id,\n        count(*) as sends,\n        sum(opens) as opens,\n        sum(clicks) as clicks,\n        count(distinct case when was_opened = True then member_id end) as unique_opens,\n        count(distinct case when was_clicked = True then member_id end) as unique_clicks\n\n        \n        , count(distinct case when was_unsubscribed = True then member_id end) as unsubscribes\n        \n    from recipients\n    where segment_id is not null\n    group by 1,2\n\n)\n\nselect *\nfrom pivoted", "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.mailchimp.int_mailchimp__automation_activities_by_list": {"database": "postgres", "schema": "public_mailchimp_dev", "name": "int_mailchimp__automation_activities_by_list", "resource_type": "model", "package_name": "mailchimp", "path": "intermediate/int_mailchimp__automation_activities_by_list.sql", "original_file_path": "models/intermediate/int_mailchimp__automation_activities_by_list.sql", "unique_id": "model.mailchimp.int_mailchimp__automation_activities_by_list", "fqn": ["mailchimp", "intermediate", "int_mailchimp__automation_activities_by_list"], "alias": "int_mailchimp__automation_activities_by_list", "checksum": {"name": "sha256", "checksum": "b03d13203387419d9715e3cc59427ebe50c93acd04419d33fcfe04641491ac71"}, "config": {"enabled": true, "alias": null, "schema": "mailchimp_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "ephemeral", "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": {"schema": "mailchimp_{{ var('directed_schema','dev') }}", "materialized": "ephemeral", "enabled": true}, "created_at": 1762480777.4673393, "relation_name": null, "raw_code": "{{ config(enabled=var('mailchimp_using_automations', True)) }}\n\nwith activities as (\n\n    select *\n    from {{ ref('mailchimp__automation_activities')}}\n\n), recipients as (\n\n    select *\n    from {{ ref('int_mailchimp__automation_recipients') }}\n\n{% if var('mailchimp_using_unsubscribes', True) %}\n), unsubscribes as (\n\n    select *\n    from {{ ref('int_mailchimp__automation_unsubscribes') }}\n\n), unsubscribes_xf as (\n\n    select\n        source_relation,\n        list_id,\n        count(*) as unsubscribes\n    from unsubscribes\n    group by 1,2\n{% endif %}\n\n-- aggregate automation opens and clicks by list\n\n), pivoted as (\n\n    select\n        source_relation,\n        list_id,\n        sum(case when action_type = 'open' then 1 end) as opens,\n        sum(case when action_type = 'click' then 1 end) as clicks,\n        count(distinct case when action_type = 'open' then member_id end) as unique_opens,\n        count(distinct case when action_type = 'click' then member_id end) as unique_clicks\n    from activities\n    group by 1,2\n\n), sends as (\n\n    select\n        source_relation,\n        list_id,\n        count(*) as sends\n    from recipients\n    group by 1,2\n\n), joined as (\n\n    select\n        coalesce(sends.source_relation\n            , pivoted.source_relation\n            {{ ', unsubscribes_xf.source_relation' if var('mailchimp_using_unsubscribes', True) }}\n            ) as source_relation,\n        coalesce(sends.list_id\n            , pivoted.list_id\n            {{ ', unsubscribes_xf.list_id' if var('mailchimp_using_unsubscribes', True) }}\n            ) as list_id,\n        pivoted.opens,\n        pivoted.clicks,\n        pivoted.unique_opens,\n        pivoted.unique_clicks,\n        sends.sends\n        {{ ', unsubscribes_xf.unsubscribes' if var('mailchimp_using_unsubscribes', True) }}\n    from sends\n    left join pivoted\n        on pivoted.list_id = sends.list_id\n        and pivoted.source_relation = sends.source_relation\n\n    {% if var('mailchimp_using_unsubscribes', True) %}\n    left join unsubscribes_xf\n        on unsubscribes_xf.list_id = sends.list_id\n        and unsubscribes_xf.source_relation = sends.source_relation\n    {% endif %}\n)\n\nselect *\nfrom joined", "doc_blocks": [], "language": "sql", "refs": [{"name": "mailchimp__automation_activities", "package": null, "version": null}, {"name": "int_mailchimp__automation_recipients", "package": null, "version": null}, {"name": "int_mailchimp__automation_unsubscribes", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": ["model.mailchimp.mailchimp__automation_activities", "model.mailchimp.int_mailchimp__automation_recipients", "model.mailchimp.int_mailchimp__automation_unsubscribes"]}, "compiled_path": "target/compiled/mailchimp/models/intermediate/int_mailchimp__automation_activities_by_list.sql", "compiled": true, "compiled_code": "\n\nwith  __dbt__cte__int_mailchimp__automation_recipients as (\n\n\nwith recipients as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__automation_recipients\"\n\n), automation_emails as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__automation_emails\"\n\n), automations as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__automations\"\n\n), joined as (\n\n    select\n        recipients.*,\n        automations.segment_id,\n        automations.automation_id\n\n    from recipients\n    left join automation_emails\n        on recipients.automation_email_id = automation_emails.automation_email_id\n        and recipients.source_relation = automation_emails.source_relation\n    left join automations\n        on automation_emails.automation_id = automations.automation_id\n        and automation_emails.source_relation = automations.source_relation\n\n)\n\nselect * \nfrom joined\n),  __dbt__cte__int_mailchimp__automation_unsubscribes as (\n\n\nwith unsubscribes as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__unsubscribes\"\n\n), automation_emails as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__automation_emails\"\n\n), automations as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__automations\"\n\n), joined as (\n\n    select\n        unsubscribes.*,\n        automations.segment_id,\n        automations.automation_id\n\n    from unsubscribes\n    left join automation_emails\n        on unsubscribes.campaign_id = automation_emails.automation_email_id\n        and unsubscribes.source_relation = automation_emails.source_relation\n    left join automations\n        on automation_emails.automation_id = automations.automation_id\n        and automation_emails.source_relation = automations.source_relation\n\n)\n\nselect * \nfrom joined\n), activities as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"mailchimp__automation_activities\"\n\n), recipients as (\n\n    select *\n    from __dbt__cte__int_mailchimp__automation_recipients\n\n\n), unsubscribes as (\n\n    select *\n    from __dbt__cte__int_mailchimp__automation_unsubscribes\n\n), unsubscribes_xf as (\n\n    select\n        source_relation,\n        list_id,\n        count(*) as unsubscribes\n    from unsubscribes\n    group by 1,2\n\n\n-- aggregate automation opens and clicks by list\n\n), pivoted as (\n\n    select\n        source_relation,\n        list_id,\n        sum(case when action_type = 'open' then 1 end) as opens,\n        sum(case when action_type = 'click' then 1 end) as clicks,\n        count(distinct case when action_type = 'open' then member_id end) as unique_opens,\n        count(distinct case when action_type = 'click' then member_id end) as unique_clicks\n    from activities\n    group by 1,2\n\n), sends as (\n\n    select\n        source_relation,\n        list_id,\n        count(*) as sends\n    from recipients\n    group by 1,2\n\n), joined as (\n\n    select\n        coalesce(sends.source_relation\n            , pivoted.source_relation\n            , unsubscribes_xf.source_relation\n            ) as source_relation,\n        coalesce(sends.list_id\n            , pivoted.list_id\n            , unsubscribes_xf.list_id\n            ) as list_id,\n        pivoted.opens,\n        pivoted.clicks,\n        pivoted.unique_opens,\n        pivoted.unique_clicks,\n        sends.sends\n        , unsubscribes_xf.unsubscribes\n    from sends\n    left join pivoted\n        on pivoted.list_id = sends.list_id\n        and pivoted.source_relation = sends.source_relation\n\n    \n    left join unsubscribes_xf\n        on unsubscribes_xf.list_id = sends.list_id\n        and unsubscribes_xf.source_relation = sends.source_relation\n    \n)\n\nselect *\nfrom joined", "extra_ctes_injected": true, "extra_ctes": [{"id": "model.mailchimp.int_mailchimp__automation_recipients", "sql": " __dbt__cte__int_mailchimp__automation_recipients as (\n\n\nwith recipients as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__automation_recipients\"\n\n), automation_emails as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__automation_emails\"\n\n), automations as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__automations\"\n\n), joined as (\n\n    select\n        recipients.*,\n        automations.segment_id,\n        automations.automation_id\n\n    from recipients\n    left join automation_emails\n        on recipients.automation_email_id = automation_emails.automation_email_id\n        and recipients.source_relation = automation_emails.source_relation\n    left join automations\n        on automation_emails.automation_id = automations.automation_id\n        and automation_emails.source_relation = automations.source_relation\n\n)\n\nselect * \nfrom joined\n)"}, {"id": "model.mailchimp.int_mailchimp__automation_unsubscribes", "sql": " __dbt__cte__int_mailchimp__automation_unsubscribes as (\n\n\nwith unsubscribes as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__unsubscribes\"\n\n), automation_emails as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__automation_emails\"\n\n), automations as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__automations\"\n\n), joined as (\n\n    select\n        unsubscribes.*,\n        automations.segment_id,\n        automations.automation_id\n\n    from unsubscribes\n    left join automation_emails\n        on unsubscribes.campaign_id = automation_emails.automation_email_id\n        and unsubscribes.source_relation = automation_emails.source_relation\n    left join automations\n        on automation_emails.automation_id = automations.automation_id\n        and automation_emails.source_relation = automations.source_relation\n\n)\n\nselect * \nfrom joined\n)"}], "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.mailchimp.int_mailchimp__automation_activities_by_segment": {"database": "postgres", "schema": "public_mailchimp_dev", "name": "int_mailchimp__automation_activities_by_segment", "resource_type": "model", "package_name": "mailchimp", "path": "intermediate/int_mailchimp__automation_activities_by_segment.sql", "original_file_path": "models/intermediate/int_mailchimp__automation_activities_by_segment.sql", "unique_id": "model.mailchimp.int_mailchimp__automation_activities_by_segment", "fqn": ["mailchimp", "intermediate", "int_mailchimp__automation_activities_by_segment"], "alias": "int_mailchimp__automation_activities_by_segment", "checksum": {"name": "sha256", "checksum": "6abe0cee7d5c276572fdb42e04861bf814afcf3638b090c839acf87c9866b4ce"}, "config": {"enabled": true, "alias": null, "schema": "mailchimp_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "ephemeral", "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": {"schema": "mailchimp_{{ var('directed_schema','dev') }}", "materialized": "ephemeral", "enabled": true}, "created_at": 1762480777.4762223, "relation_name": null, "raw_code": "{{ config(enabled=var('mailchimp_using_automations', True)) }}\n\nwith activities as (\n\n    select *\n    from {{ ref('mailchimp__automation_activities')}}\n\n), recipients as (\n\n    select *\n    from {{ ref('int_mailchimp__automation_recipients') }}\n\n{% if var('mailchimp_using_unsubscribes', True) %}\n), unsubscribes as (\n\n    select *\n    from {{ ref('int_mailchimp__automation_unsubscribes') }}\n\n), unsubscribes_xf as (\n\n    select\n        source_relation,\n        segment_id,\n        count(*) as unsubscribes\n    from unsubscribes\n    where segment_id is not null\n    group by 1,2\n{% endif %}\n\n-- aggregate automation opens and clicks by segment\n\n), pivoted as (\n\n    select\n        source_relation,\n        segment_id,\n        sum(case when action_type = 'open' then 1 end) as opens,\n        sum(case when action_type = 'click' then 1 end) as clicks,\n        count(distinct case when action_type = 'open' then segment_id end) as unique_opens,\n        count(distinct case when action_type = 'click' then segment_id end) as unique_clicks\n    from activities\n    where segment_id is not null\n    group by 1,2\n\n), sends as (\n\n    select\n        source_relation,\n        segment_id,\n        count(*) as sends\n    from recipients\n    where segment_id is not null\n    group by 1,2\n\n), joined as (\n\n    select\n        coalesce(sends.source_relation\n            , pivoted.source_relation\n            {{ ', unsubscribes_xf.source_relation' if var('mailchimp_using_unsubscribes', True) }}\n            ) as source_relation,\n        coalesce(sends.segment_id\n            , pivoted.segment_id\n            {{ ', unsubscribes_xf.segment_id' if var('mailchimp_using_unsubscribes', True) }}\n            ) as segment_id,\n        pivoted.opens,\n        pivoted.clicks,\n        pivoted.unique_opens,\n        pivoted.unique_clicks,\n        sends.sends\n        {{ ', unsubscribes_xf.unsubscribes' if var('mailchimp_using_unsubscribes', True) }}\n    from sends\n    left join pivoted\n        on pivoted.segment_id = sends.segment_id\n        and pivoted.source_relation = sends.source_relation\n\n    {% if var('mailchimp_using_unsubscribes', True) %}\n    left join unsubscribes_xf\n        on unsubscribes_xf.segment_id = sends.segment_id\n        and unsubscribes_xf.source_relation = sends.source_relation\n    {% endif %}\n)\n\nselect *\nfrom joined", "doc_blocks": [], "language": "sql", "refs": [{"name": "mailchimp__automation_activities", "package": null, "version": null}, {"name": "int_mailchimp__automation_recipients", "package": null, "version": null}, {"name": "int_mailchimp__automation_unsubscribes", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": ["model.mailchimp.mailchimp__automation_activities", "model.mailchimp.int_mailchimp__automation_recipients", "model.mailchimp.int_mailchimp__automation_unsubscribes"]}, "compiled_path": "target/compiled/mailchimp/models/intermediate/int_mailchimp__automation_activities_by_segment.sql", "compiled": true, "compiled_code": "\n\nwith  __dbt__cte__int_mailchimp__automation_recipients as (\n\n\nwith recipients as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__automation_recipients\"\n\n), automation_emails as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__automation_emails\"\n\n), automations as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__automations\"\n\n), joined as (\n\n    select\n        recipients.*,\n        automations.segment_id,\n        automations.automation_id\n\n    from recipients\n    left join automation_emails\n        on recipients.automation_email_id = automation_emails.automation_email_id\n        and recipients.source_relation = automation_emails.source_relation\n    left join automations\n        on automation_emails.automation_id = automations.automation_id\n        and automation_emails.source_relation = automations.source_relation\n\n)\n\nselect * \nfrom joined\n),  __dbt__cte__int_mailchimp__automation_unsubscribes as (\n\n\nwith unsubscribes as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__unsubscribes\"\n\n), automation_emails as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__automation_emails\"\n\n), automations as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__automations\"\n\n), joined as (\n\n    select\n        unsubscribes.*,\n        automations.segment_id,\n        automations.automation_id\n\n    from unsubscribes\n    left join automation_emails\n        on unsubscribes.campaign_id = automation_emails.automation_email_id\n        and unsubscribes.source_relation = automation_emails.source_relation\n    left join automations\n        on automation_emails.automation_id = automations.automation_id\n        and automation_emails.source_relation = automations.source_relation\n\n)\n\nselect * \nfrom joined\n), activities as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"mailchimp__automation_activities\"\n\n), recipients as (\n\n    select *\n    from __dbt__cte__int_mailchimp__automation_recipients\n\n\n), unsubscribes as (\n\n    select *\n    from __dbt__cte__int_mailchimp__automation_unsubscribes\n\n), unsubscribes_xf as (\n\n    select\n        source_relation,\n        segment_id,\n        count(*) as unsubscribes\n    from unsubscribes\n    where segment_id is not null\n    group by 1,2\n\n\n-- aggregate automation opens and clicks by segment\n\n), pivoted as (\n\n    select\n        source_relation,\n        segment_id,\n        sum(case when action_type = 'open' then 1 end) as opens,\n        sum(case when action_type = 'click' then 1 end) as clicks,\n        count(distinct case when action_type = 'open' then segment_id end) as unique_opens,\n        count(distinct case when action_type = 'click' then segment_id end) as unique_clicks\n    from activities\n    where segment_id is not null\n    group by 1,2\n\n), sends as (\n\n    select\n        source_relation,\n        segment_id,\n        count(*) as sends\n    from recipients\n    where segment_id is not null\n    group by 1,2\n\n), joined as (\n\n    select\n        coalesce(sends.source_relation\n            , pivoted.source_relation\n            , unsubscribes_xf.source_relation\n            ) as source_relation,\n        coalesce(sends.segment_id\n            , pivoted.segment_id\n            , unsubscribes_xf.segment_id\n            ) as segment_id,\n        pivoted.opens,\n        pivoted.clicks,\n        pivoted.unique_opens,\n        pivoted.unique_clicks,\n        sends.sends\n        , unsubscribes_xf.unsubscribes\n    from sends\n    left join pivoted\n        on pivoted.segment_id = sends.segment_id\n        and pivoted.source_relation = sends.source_relation\n\n    \n    left join unsubscribes_xf\n        on unsubscribes_xf.segment_id = sends.segment_id\n        and unsubscribes_xf.source_relation = sends.source_relation\n    \n)\n\nselect *\nfrom joined", "extra_ctes_injected": true, "extra_ctes": [{"id": "model.mailchimp.int_mailchimp__automation_recipients", "sql": " __dbt__cte__int_mailchimp__automation_recipients as (\n\n\nwith recipients as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__automation_recipients\"\n\n), automation_emails as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__automation_emails\"\n\n), automations as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__automations\"\n\n), joined as (\n\n    select\n        recipients.*,\n        automations.segment_id,\n        automations.automation_id\n\n    from recipients\n    left join automation_emails\n        on recipients.automation_email_id = automation_emails.automation_email_id\n        and recipients.source_relation = automation_emails.source_relation\n    left join automations\n        on automation_emails.automation_id = automations.automation_id\n        and automation_emails.source_relation = automations.source_relation\n\n)\n\nselect * \nfrom joined\n)"}, {"id": "model.mailchimp.int_mailchimp__automation_unsubscribes", "sql": " __dbt__cte__int_mailchimp__automation_unsubscribes as (\n\n\nwith unsubscribes as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__unsubscribes\"\n\n), automation_emails as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__automation_emails\"\n\n), automations as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__automations\"\n\n), joined as (\n\n    select\n        unsubscribes.*,\n        automations.segment_id,\n        automations.automation_id\n\n    from unsubscribes\n    left join automation_emails\n        on unsubscribes.campaign_id = automation_emails.automation_email_id\n        and unsubscribes.source_relation = automation_emails.source_relation\n    left join automations\n        on automation_emails.automation_id = automations.automation_id\n        and automation_emails.source_relation = automations.source_relation\n\n)\n\nselect * \nfrom joined\n)"}], "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.mailchimp.int_mailchimp__automation_unsubscribes": {"database": "postgres", "schema": "public_mailchimp_dev", "name": "int_mailchimp__automation_unsubscribes", "resource_type": "model", "package_name": "mailchimp", "path": "intermediate/int_mailchimp__automation_unsubscribes.sql", "original_file_path": "models/intermediate/int_mailchimp__automation_unsubscribes.sql", "unique_id": "model.mailchimp.int_mailchimp__automation_unsubscribes", "fqn": ["mailchimp", "intermediate", "int_mailchimp__automation_unsubscribes"], "alias": "int_mailchimp__automation_unsubscribes", "checksum": {"name": "sha256", "checksum": "f41f647647367e21a4a3a7d1b84202e6ae08394caf35704205a8c1827e86954c"}, "config": {"enabled": true, "alias": null, "schema": "mailchimp_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "ephemeral", "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": {"schema": "mailchimp_{{ var('directed_schema','dev') }}", "materialized": "ephemeral", "enabled": true}, "created_at": 1762480777.4852183, "relation_name": null, "raw_code": "{{ config(enabled=var('mailchimp_using_automations', True) and var('mailchimp_using_unsubscribes', True)) }}\n\nwith unsubscribes as (\n\n    select *\n    from {{ ref('stg_mailchimp__unsubscribes') }}\n\n), automation_emails as (\n\n    select *\n    from {{ ref('stg_mailchimp__automation_emails') }}\n\n), automations as (\n\n    select *\n    from {{ ref('stg_mailchimp__automations') }}\n\n), joined as (\n\n    select\n        unsubscribes.*,\n        automations.segment_id,\n        automations.automation_id\n\n    from unsubscribes\n    left join automation_emails\n        on unsubscribes.campaign_id = automation_emails.automation_email_id\n        and unsubscribes.source_relation = automation_emails.source_relation\n    left join automations\n        on automation_emails.automation_id = automations.automation_id\n        and automation_emails.source_relation = automations.source_relation\n\n)\n\nselect * \nfrom joined", "doc_blocks": [], "language": "sql", "refs": [{"name": "stg_mailchimp__unsubscribes", "package": null, "version": null}, {"name": "stg_mailchimp__automation_emails", "package": null, "version": null}, {"name": "stg_mailchimp__automations", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": ["model.mailchimp.stg_mailchimp__unsubscribes", "model.mailchimp.stg_mailchimp__automation_emails", "model.mailchimp.stg_mailchimp__automations"]}, "compiled_path": "target/compiled/mailchimp/models/intermediate/int_mailchimp__automation_unsubscribes.sql", "compiled": true, "compiled_code": "\n\nwith unsubscribes as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__unsubscribes\"\n\n), automation_emails as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__automation_emails\"\n\n), automations as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__automations\"\n\n), joined as (\n\n    select\n        unsubscribes.*,\n        automations.segment_id,\n        automations.automation_id\n\n    from unsubscribes\n    left join automation_emails\n        on unsubscribes.campaign_id = automation_emails.automation_email_id\n        and unsubscribes.source_relation = automation_emails.source_relation\n    left join automations\n        on automation_emails.automation_id = automations.automation_id\n        and automation_emails.source_relation = automations.source_relation\n\n)\n\nselect * \nfrom joined", "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.mailchimp.int_mailchimp__automation_activities_by_email": {"database": "postgres", "schema": "public_mailchimp_dev", "name": "int_mailchimp__automation_activities_by_email", "resource_type": "model", "package_name": "mailchimp", "path": "intermediate/int_mailchimp__automation_activities_by_email.sql", "original_file_path": "models/intermediate/int_mailchimp__automation_activities_by_email.sql", "unique_id": "model.mailchimp.int_mailchimp__automation_activities_by_email", "fqn": ["mailchimp", "intermediate", "int_mailchimp__automation_activities_by_email"], "alias": "int_mailchimp__automation_activities_by_email", "checksum": {"name": "sha256", "checksum": "4c0fcf880e4fd187c9d25076969a08ebb799df33d640725e3d7cb659f7ec8d71"}, "config": {"enabled": true, "alias": null, "schema": "mailchimp_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "ephemeral", "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": {"schema": "mailchimp_{{ var('directed_schema','dev') }}", "materialized": "ephemeral", "enabled": true}, "created_at": 1762480777.492752, "relation_name": null, "raw_code": "{{ config(enabled=var('mailchimp_using_automations', True)) }}\n\nwith activities as (\n\n    select *\n    from {{ ref('mailchimp__automation_activities')}}\n\n), recipients as (\n\n    select *\n    from {{ ref('int_mailchimp__automation_recipients') }}\n\n{% if var('mailchimp_using_unsubscribes', True) %}\n), unsubscribes as (\n\n    select *\n    from {{ ref('int_mailchimp__automation_unsubscribes') }}\n\n), unsubscribes_xf as (\n\n    select\n        source_relation,\n        campaign_id as automation_email_id,\n        count(*) as unsubscribes\n    from unsubscribes\n    group by 1,2\n{% endif %}\n\n-- aggregate automation opens and clicks by email\n\n), pivoted as (\n\n    select\n        source_relation,\n        automation_email_id,\n        sum(case when action_type = 'open' then 1 end) as opens,\n        sum(case when action_type = 'click' then 1 end) as clicks,\n        count(distinct case when action_type = 'open' then member_id end) as unique_opens,\n        count(distinct case when action_type = 'click' then member_id end) as unique_clicks\n    from activities\n    group by 1,2\n\n), sends as (\n\n    select\n        source_relation,\n        automation_email_id,\n        count(*) as sends\n    from recipients\n    group by 1,2\n\n), joined as (\n\n    select\n        coalesce(sends.source_relation\n            , pivoted.source_relation\n            {{ ', unsubscribes_xf.source_relation' if var('mailchimp_using_unsubscribes', True) }}\n            ) as source_relation,\n        coalesce(sends.automation_email_id\n            , pivoted.automation_email_id\n            {{ ', unsubscribes_xf.automation_email_id' if var('mailchimp_using_unsubscribes', True) }}\n            ) as automation_email_id,\n        pivoted.opens,\n        pivoted.clicks,\n        pivoted.unique_opens,\n        pivoted.unique_clicks,\n        sends.sends\n        {{ ', unsubscribes_xf.unsubscribes' if var('mailchimp_using_unsubscribes', True) }}\n    from sends\n    left join pivoted\n        on pivoted.automation_email_id = sends.automation_email_id\n        and pivoted.source_relation = sends.source_relation\n\n    {% if var('mailchimp_using_unsubscribes', True) %}\n    left join unsubscribes_xf\n        on unsubscribes_xf.automation_email_id = sends.automation_email_id\n        and unsubscribes_xf.source_relation = sends.source_relation\n    {% endif %}\n)\n\nselect *\nfrom joined", "doc_blocks": [], "language": "sql", "refs": [{"name": "mailchimp__automation_activities", "package": null, "version": null}, {"name": "int_mailchimp__automation_recipients", "package": null, "version": null}, {"name": "int_mailchimp__automation_unsubscribes", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": ["model.mailchimp.mailchimp__automation_activities", "model.mailchimp.int_mailchimp__automation_recipients", "model.mailchimp.int_mailchimp__automation_unsubscribes"]}, "compiled_path": "target/compiled/mailchimp/models/intermediate/int_mailchimp__automation_activities_by_email.sql", "compiled": true, "compiled_code": "\n\nwith  __dbt__cte__int_mailchimp__automation_recipients as (\n\n\nwith recipients as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__automation_recipients\"\n\n), automation_emails as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__automation_emails\"\n\n), automations as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__automations\"\n\n), joined as (\n\n    select\n        recipients.*,\n        automations.segment_id,\n        automations.automation_id\n\n    from recipients\n    left join automation_emails\n        on recipients.automation_email_id = automation_emails.automation_email_id\n        and recipients.source_relation = automation_emails.source_relation\n    left join automations\n        on automation_emails.automation_id = automations.automation_id\n        and automation_emails.source_relation = automations.source_relation\n\n)\n\nselect * \nfrom joined\n),  __dbt__cte__int_mailchimp__automation_unsubscribes as (\n\n\nwith unsubscribes as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__unsubscribes\"\n\n), automation_emails as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__automation_emails\"\n\n), automations as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__automations\"\n\n), joined as (\n\n    select\n        unsubscribes.*,\n        automations.segment_id,\n        automations.automation_id\n\n    from unsubscribes\n    left join automation_emails\n        on unsubscribes.campaign_id = automation_emails.automation_email_id\n        and unsubscribes.source_relation = automation_emails.source_relation\n    left join automations\n        on automation_emails.automation_id = automations.automation_id\n        and automation_emails.source_relation = automations.source_relation\n\n)\n\nselect * \nfrom joined\n), activities as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"mailchimp__automation_activities\"\n\n), recipients as (\n\n    select *\n    from __dbt__cte__int_mailchimp__automation_recipients\n\n\n), unsubscribes as (\n\n    select *\n    from __dbt__cte__int_mailchimp__automation_unsubscribes\n\n), unsubscribes_xf as (\n\n    select\n        source_relation,\n        campaign_id as automation_email_id,\n        count(*) as unsubscribes\n    from unsubscribes\n    group by 1,2\n\n\n-- aggregate automation opens and clicks by email\n\n), pivoted as (\n\n    select\n        source_relation,\n        automation_email_id,\n        sum(case when action_type = 'open' then 1 end) as opens,\n        sum(case when action_type = 'click' then 1 end) as clicks,\n        count(distinct case when action_type = 'open' then member_id end) as unique_opens,\n        count(distinct case when action_type = 'click' then member_id end) as unique_clicks\n    from activities\n    group by 1,2\n\n), sends as (\n\n    select\n        source_relation,\n        automation_email_id,\n        count(*) as sends\n    from recipients\n    group by 1,2\n\n), joined as (\n\n    select\n        coalesce(sends.source_relation\n            , pivoted.source_relation\n            , unsubscribes_xf.source_relation\n            ) as source_relation,\n        coalesce(sends.automation_email_id\n            , pivoted.automation_email_id\n            , unsubscribes_xf.automation_email_id\n            ) as automation_email_id,\n        pivoted.opens,\n        pivoted.clicks,\n        pivoted.unique_opens,\n        pivoted.unique_clicks,\n        sends.sends\n        , unsubscribes_xf.unsubscribes\n    from sends\n    left join pivoted\n        on pivoted.automation_email_id = sends.automation_email_id\n        and pivoted.source_relation = sends.source_relation\n\n    \n    left join unsubscribes_xf\n        on unsubscribes_xf.automation_email_id = sends.automation_email_id\n        and unsubscribes_xf.source_relation = sends.source_relation\n    \n)\n\nselect *\nfrom joined", "extra_ctes_injected": true, "extra_ctes": [{"id": "model.mailchimp.int_mailchimp__automation_recipients", "sql": " __dbt__cte__int_mailchimp__automation_recipients as (\n\n\nwith recipients as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__automation_recipients\"\n\n), automation_emails as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__automation_emails\"\n\n), automations as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__automations\"\n\n), joined as (\n\n    select\n        recipients.*,\n        automations.segment_id,\n        automations.automation_id\n\n    from recipients\n    left join automation_emails\n        on recipients.automation_email_id = automation_emails.automation_email_id\n        and recipients.source_relation = automation_emails.source_relation\n    left join automations\n        on automation_emails.automation_id = automations.automation_id\n        and automation_emails.source_relation = automations.source_relation\n\n)\n\nselect * \nfrom joined\n)"}, {"id": "model.mailchimp.int_mailchimp__automation_unsubscribes", "sql": " __dbt__cte__int_mailchimp__automation_unsubscribes as (\n\n\nwith unsubscribes as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__unsubscribes\"\n\n), automation_emails as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__automation_emails\"\n\n), automations as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__automations\"\n\n), joined as (\n\n    select\n        unsubscribes.*,\n        automations.segment_id,\n        automations.automation_id\n\n    from unsubscribes\n    left join automation_emails\n        on unsubscribes.campaign_id = automation_emails.automation_email_id\n        and unsubscribes.source_relation = automation_emails.source_relation\n    left join automations\n        on automation_emails.automation_id = automations.automation_id\n        and automation_emails.source_relation = automations.source_relation\n\n)\n\nselect * \nfrom joined\n)"}], "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.mailchimp.int_mailchimp__campaign_activities_by_email": {"database": "postgres", "schema": "public_mailchimp_dev", "name": "int_mailchimp__campaign_activities_by_email", "resource_type": "model", "package_name": "mailchimp", "path": "intermediate/int_mailchimp__campaign_activities_by_email.sql", "original_file_path": "models/intermediate/int_mailchimp__campaign_activities_by_email.sql", "unique_id": "model.mailchimp.int_mailchimp__campaign_activities_by_email", "fqn": ["mailchimp", "intermediate", "int_mailchimp__campaign_activities_by_email"], "alias": "int_mailchimp__campaign_activities_by_email", "checksum": {"name": "sha256", "checksum": "2b1584225ee89d78edf59a20af164c6cb71bb5c21a3574a79311bd591c418e9a"}, "config": {"enabled": true, "alias": null, "schema": "mailchimp_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "ephemeral", "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": {"schema": "mailchimp_{{ var('directed_schema','dev') }}", "materialized": "ephemeral"}, "created_at": 1762480777.5025826, "relation_name": null, "raw_code": "with activities as (\n\n    select *\n    from {{ ref('mailchimp__campaign_activities')}}\n\n), pivoted as (\n\n    select\n        source_relation,\n        email_id,\n        sum(case when action_type = 'open' then 1 end) as opens,\n        sum(case when action_type = 'click' then 1 end) as clicks,\n        count(distinct case when action_type = 'open' then member_id end) as unique_opens,\n        count(distinct case when action_type = 'click' then member_id end) as unique_clicks,\n        min(case when action_type = 'open' then activity_timestamp end) as first_open_timestamp,\n        min(case when action_type = 'open' then time_since_send_minutes end) as time_to_open_minutes,\n        min(case when action_type = 'open' then time_since_send_hours end) as time_to_open_hours,\n        min(case when action_type = 'open' then time_since_send_days end) as time_to_open_days\n    from activities\n    group by 1,2\n\n), booleans as (\n\n    select \n        *,\n        case when opens > 0 then True else False end as was_opened,\n        case when clicks > 0 then True else False end as was_clicked\n    from pivoted\n\n)\n\nselect *\nfrom booleans", "doc_blocks": [], "language": "sql", "refs": [{"name": "mailchimp__campaign_activities", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": ["model.mailchimp.mailchimp__campaign_activities"]}, "compiled_path": "target/compiled/mailchimp/models/intermediate/int_mailchimp__campaign_activities_by_email.sql", "compiled": true, "compiled_code": "with activities as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"mailchimp__campaign_activities\"\n\n), pivoted as (\n\n    select\n        source_relation,\n        email_id,\n        sum(case when action_type = 'open' then 1 end) as opens,\n        sum(case when action_type = 'click' then 1 end) as clicks,\n        count(distinct case when action_type = 'open' then member_id end) as unique_opens,\n        count(distinct case when action_type = 'click' then member_id end) as unique_clicks,\n        min(case when action_type = 'open' then activity_timestamp end) as first_open_timestamp,\n        min(case when action_type = 'open' then time_since_send_minutes end) as time_to_open_minutes,\n        min(case when action_type = 'open' then time_since_send_hours end) as time_to_open_hours,\n        min(case when action_type = 'open' then time_since_send_days end) as time_to_open_days\n    from activities\n    group by 1,2\n\n), booleans as (\n\n    select \n        *,\n        case when opens > 0 then True else False end as was_opened,\n        case when clicks > 0 then True else False end as was_clicked\n    from pivoted\n\n)\n\nselect *\nfrom booleans", "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.mailchimp.int_mailchimp__automation_activities_by_automation": {"database": "postgres", "schema": "public_mailchimp_dev", "name": "int_mailchimp__automation_activities_by_automation", "resource_type": "model", "package_name": "mailchimp", "path": "intermediate/int_mailchimp__automation_activities_by_automation.sql", "original_file_path": "models/intermediate/int_mailchimp__automation_activities_by_automation.sql", "unique_id": "model.mailchimp.int_mailchimp__automation_activities_by_automation", "fqn": ["mailchimp", "intermediate", "int_mailchimp__automation_activities_by_automation"], "alias": "int_mailchimp__automation_activities_by_automation", "checksum": {"name": "sha256", "checksum": "5cbb7c1d2ba90273583da079bde545ac83d4fdade0fc72e310d19134a165e558"}, "config": {"enabled": true, "alias": null, "schema": "mailchimp_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "ephemeral", "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": {"schema": "mailchimp_{{ var('directed_schema','dev') }}", "materialized": "ephemeral", "enabled": true}, "created_at": 1762480777.5058842, "relation_name": null, "raw_code": "{{ config(enabled=var('mailchimp_using_automations', True)) }}\n\nwith activities as (\n\n    select *\n    from {{ ref('mailchimp__automation_activities')}}\n\n), recipients as (\n\n    select *\n    from {{ ref('int_mailchimp__automation_recipients') }}\n\n{% if var('mailchimp_using_unsubscribes', True) %}\n), unsubscribes as (\n\n    select *\n    from {{ ref('int_mailchimp__automation_unsubscribes') }}\n\n), unsubscribes_xf as (\n\n    select\n        source_relation,\n        automation_id,\n        count(*) as unsubscribes\n    from unsubscribes\n    group by 1,2    \n{% endif %}\n\n-- aggregate automation opens and clicks by automation\n\n), pivoted as (\n\n    select\n        source_relation,\n        automation_id,\n        sum(case when action_type = 'open' then 1 end) as opens,\n        sum(case when action_type = 'click' then 1 end) as clicks,\n        count(distinct case when action_type = 'open' then member_id end) as unique_opens,\n        count(distinct case when action_type = 'click' then member_id end) as unique_clicks\n    from activities\n    group by 1,2\n\n), sends as (\n\n    select\n        source_relation,\n        automation_id,\n        count(*) as sends\n    from recipients\n    group by 1,2\n\n), joined as (\n\n    select\n        coalesce(sends.source_relation\n            , pivoted.source_relation\n            {{ ', unsubscribes_xf.source_relation' if var('mailchimp_using_unsubscribes', True) }}\n            ) as source_relation,\n        coalesce(sends.automation_id\n            , pivoted.automation_id\n            {{ ', unsubscribes_xf.automation_id' if var('mailchimp_using_unsubscribes', True) }}\n            ) as automation_id,\n        pivoted.opens,\n        pivoted.clicks,\n        pivoted.unique_opens,\n        pivoted.unique_clicks,\n        sends.sends\n        {{ ', unsubscribes_xf.unsubscribes' if var('mailchimp_using_unsubscribes', True) }}\n    from sends\n    left join pivoted\n        on pivoted.automation_id = sends.automation_id\n        and pivoted.source_relation = sends.source_relation\n\n    {% if var('mailchimp_using_unsubscribes', True) %}\n    left join unsubscribes_xf\n        on unsubscribes_xf.automation_id = sends.automation_id\n        and unsubscribes_xf.source_relation = sends.source_relation\n    {% endif %}\n\n)\n\nselect *\nfrom joined", "doc_blocks": [], "language": "sql", "refs": [{"name": "mailchimp__automation_activities", "package": null, "version": null}, {"name": "int_mailchimp__automation_recipients", "package": null, "version": null}, {"name": "int_mailchimp__automation_unsubscribes", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": ["model.mailchimp.mailchimp__automation_activities", "model.mailchimp.int_mailchimp__automation_recipients", "model.mailchimp.int_mailchimp__automation_unsubscribes"]}, "compiled_path": "target/compiled/mailchimp/models/intermediate/int_mailchimp__automation_activities_by_automation.sql", "compiled": true, "compiled_code": "\n\nwith  __dbt__cte__int_mailchimp__automation_recipients as (\n\n\nwith recipients as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__automation_recipients\"\n\n), automation_emails as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__automation_emails\"\n\n), automations as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__automations\"\n\n), joined as (\n\n    select\n        recipients.*,\n        automations.segment_id,\n        automations.automation_id\n\n    from recipients\n    left join automation_emails\n        on recipients.automation_email_id = automation_emails.automation_email_id\n        and recipients.source_relation = automation_emails.source_relation\n    left join automations\n        on automation_emails.automation_id = automations.automation_id\n        and automation_emails.source_relation = automations.source_relation\n\n)\n\nselect * \nfrom joined\n),  __dbt__cte__int_mailchimp__automation_unsubscribes as (\n\n\nwith unsubscribes as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__unsubscribes\"\n\n), automation_emails as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__automation_emails\"\n\n), automations as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__automations\"\n\n), joined as (\n\n    select\n        unsubscribes.*,\n        automations.segment_id,\n        automations.automation_id\n\n    from unsubscribes\n    left join automation_emails\n        on unsubscribes.campaign_id = automation_emails.automation_email_id\n        and unsubscribes.source_relation = automation_emails.source_relation\n    left join automations\n        on automation_emails.automation_id = automations.automation_id\n        and automation_emails.source_relation = automations.source_relation\n\n)\n\nselect * \nfrom joined\n), activities as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"mailchimp__automation_activities\"\n\n), recipients as (\n\n    select *\n    from __dbt__cte__int_mailchimp__automation_recipients\n\n\n), unsubscribes as (\n\n    select *\n    from __dbt__cte__int_mailchimp__automation_unsubscribes\n\n), unsubscribes_xf as (\n\n    select\n        source_relation,\n        automation_id,\n        count(*) as unsubscribes\n    from unsubscribes\n    group by 1,2    \n\n\n-- aggregate automation opens and clicks by automation\n\n), pivoted as (\n\n    select\n        source_relation,\n        automation_id,\n        sum(case when action_type = 'open' then 1 end) as opens,\n        sum(case when action_type = 'click' then 1 end) as clicks,\n        count(distinct case when action_type = 'open' then member_id end) as unique_opens,\n        count(distinct case when action_type = 'click' then member_id end) as unique_clicks\n    from activities\n    group by 1,2\n\n), sends as (\n\n    select\n        source_relation,\n        automation_id,\n        count(*) as sends\n    from recipients\n    group by 1,2\n\n), joined as (\n\n    select\n        coalesce(sends.source_relation\n            , pivoted.source_relation\n            , unsubscribes_xf.source_relation\n            ) as source_relation,\n        coalesce(sends.automation_id\n            , pivoted.automation_id\n            , unsubscribes_xf.automation_id\n            ) as automation_id,\n        pivoted.opens,\n        pivoted.clicks,\n        pivoted.unique_opens,\n        pivoted.unique_clicks,\n        sends.sends\n        , unsubscribes_xf.unsubscribes\n    from sends\n    left join pivoted\n        on pivoted.automation_id = sends.automation_id\n        and pivoted.source_relation = sends.source_relation\n\n    \n    left join unsubscribes_xf\n        on unsubscribes_xf.automation_id = sends.automation_id\n        and unsubscribes_xf.source_relation = sends.source_relation\n    \n\n)\n\nselect *\nfrom joined", "extra_ctes_injected": true, "extra_ctes": [{"id": "model.mailchimp.int_mailchimp__automation_recipients", "sql": " __dbt__cte__int_mailchimp__automation_recipients as (\n\n\nwith recipients as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__automation_recipients\"\n\n), automation_emails as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__automation_emails\"\n\n), automations as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__automations\"\n\n), joined as (\n\n    select\n        recipients.*,\n        automations.segment_id,\n        automations.automation_id\n\n    from recipients\n    left join automation_emails\n        on recipients.automation_email_id = automation_emails.automation_email_id\n        and recipients.source_relation = automation_emails.source_relation\n    left join automations\n        on automation_emails.automation_id = automations.automation_id\n        and automation_emails.source_relation = automations.source_relation\n\n)\n\nselect * \nfrom joined\n)"}, {"id": "model.mailchimp.int_mailchimp__automation_unsubscribes", "sql": " __dbt__cte__int_mailchimp__automation_unsubscribes as (\n\n\nwith unsubscribes as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__unsubscribes\"\n\n), automation_emails as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__automation_emails\"\n\n), automations as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__automations\"\n\n), joined as (\n\n    select\n        unsubscribes.*,\n        automations.segment_id,\n        automations.automation_id\n\n    from unsubscribes\n    left join automation_emails\n        on unsubscribes.campaign_id = automation_emails.automation_email_id\n        and unsubscribes.source_relation = automation_emails.source_relation\n    left join automations\n        on automation_emails.automation_id = automations.automation_id\n        and automation_emails.source_relation = automations.source_relation\n\n)\n\nselect * \nfrom joined\n)"}], "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.mailchimp.int_mailchimp__members_by_list": {"database": "postgres", "schema": "public_mailchimp_dev", "name": "int_mailchimp__members_by_list", "resource_type": "model", "package_name": "mailchimp", "path": "intermediate/int_mailchimp__members_by_list.sql", "original_file_path": "models/intermediate/int_mailchimp__members_by_list.sql", "unique_id": "model.mailchimp.int_mailchimp__members_by_list", "fqn": ["mailchimp", "intermediate", "int_mailchimp__members_by_list"], "alias": "int_mailchimp__members_by_list", "checksum": {"name": "sha256", "checksum": "73b0273ba1fafb06278b158a607a05545878f07ea4dab143527bf06eadedcc7b"}, "config": {"enabled": true, "alias": null, "schema": "mailchimp_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "ephemeral", "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": {"schema": "mailchimp_{{ var('directed_schema','dev') }}", "materialized": "ephemeral"}, "created_at": 1762480777.5148754, "relation_name": null, "raw_code": "with members as (\n\n    select *\n    from {{ ref('mailchimp__members') }}\n\n), by_list as (\n\n    select\n        source_relation,\n        list_id,\n        count(*) as count_members,\n        max(signup_timestamp) as most_recent_signup_timestamp\n    from members\n    group by 1,2\n\n)\n\nselect *\nfrom by_list", "doc_blocks": [], "language": "sql", "refs": [{"name": "mailchimp__members", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": ["model.mailchimp.mailchimp__members"]}, "compiled_path": "target/compiled/mailchimp/models/intermediate/int_mailchimp__members_by_list.sql", "compiled": true, "compiled_code": "with members as (\n\n    select *\n    from \"postgres\".\"public_mailchimp_dev\".\"mailchimp__members\"\n\n), by_list as (\n\n    select\n        source_relation,\n        list_id,\n        count(*) as count_members,\n        max(signup_timestamp) as most_recent_signup_timestamp\n    from members\n    group by 1,2\n\n)\n\nselect *\nfrom by_list", "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.mailchimp.not_null_mailchimp__lists_list_id.310995cf61": {"database": "postgres", "schema": "public_dbt_test__audit", "name": "not_null_mailchimp__lists_list_id", "resource_type": "test", "package_name": "mailchimp", "path": "not_null_mailchimp__lists_list_id.sql", "original_file_path": "models/mailchimp.yml", "unique_id": "test.mailchimp.not_null_mailchimp__lists_list_id.310995cf61", "fqn": ["mailchimp", "not_null_mailchimp__lists_list_id"], "alias": "not_null_mailchimp__lists_list_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": 1762480777.7430217, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "doc_blocks": [], "language": "sql", "refs": [{"name": "mailchimp__lists", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.mailchimp.mailchimp__lists"]}, "compiled_path": "target/compiled/mailchimp/models/mailchimp.yml/not_null_mailchimp__lists_list_id.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect list_id\nfrom \"postgres\".\"public_mailchimp_dev\".\"mailchimp__lists\"\nwhere list_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "list_id", "file_key_name": "models.mailchimp__lists", "attached_node": "model.mailchimp.mailchimp__lists", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "list_id", "model": "{{ get_where_subquery(ref('mailchimp__lists')) }}"}, "namespace": null}}, "test.mailchimp.not_null_mailchimp__members_member_id.19fce1e360": {"database": "postgres", "schema": "public_dbt_test__audit", "name": "not_null_mailchimp__members_member_id", "resource_type": "test", "package_name": "mailchimp", "path": "not_null_mailchimp__members_member_id.sql", "original_file_path": "models/mailchimp.yml", "unique_id": "test.mailchimp.not_null_mailchimp__members_member_id.19fce1e360", "fqn": ["mailchimp", "not_null_mailchimp__members_member_id"], "alias": "not_null_mailchimp__members_member_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": 1762480777.7457283, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "doc_blocks": [], "language": "sql", "refs": [{"name": "mailchimp__members", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.mailchimp.mailchimp__members"]}, "compiled_path": "target/compiled/mailchimp/models/mailchimp.yml/not_null_mailchimp__members_member_id.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect member_id\nfrom \"postgres\".\"public_mailchimp_dev\".\"mailchimp__members\"\nwhere member_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "member_id", "file_key_name": "models.mailchimp__members", "attached_node": "model.mailchimp.mailchimp__members", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "member_id", "model": "{{ get_where_subquery(ref('mailchimp__members')) }}"}, "namespace": null}}, "test.mailchimp.not_null_mailchimp__campaigns_campaign_id.809cc27175": {"database": "postgres", "schema": "public_dbt_test__audit", "name": "not_null_mailchimp__campaigns_campaign_id", "resource_type": "test", "package_name": "mailchimp", "path": "not_null_mailchimp__campaigns_campaign_id.sql", "original_file_path": "models/mailchimp.yml", "unique_id": "test.mailchimp.not_null_mailchimp__campaigns_campaign_id.809cc27175", "fqn": ["mailchimp", "not_null_mailchimp__campaigns_campaign_id"], "alias": "not_null_mailchimp__campaigns_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": 1762480777.7482252, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "doc_blocks": [], "language": "sql", "refs": [{"name": "mailchimp__campaigns", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.mailchimp.mailchimp__campaigns"]}, "compiled_path": "target/compiled/mailchimp/models/mailchimp.yml/not_null_mailchimp__campaigns_campaign_id.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect campaign_id\nfrom \"postgres\".\"public_mailchimp_dev\".\"mailchimp__campaigns\"\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.mailchimp__campaigns", "attached_node": "model.mailchimp.mailchimp__campaigns", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "campaign_id", "model": "{{ get_where_subquery(ref('mailchimp__campaigns')) }}"}, "namespace": null}}, "test.mailchimp.not_null_mailchimp__campaign_recipients_email_id.0ae99b3cf9": {"database": "postgres", "schema": "public_dbt_test__audit", "name": "not_null_mailchimp__campaign_recipients_email_id", "resource_type": "test", "package_name": "mailchimp", "path": "not_null_mailchimp__campaign_recipients_email_id.sql", "original_file_path": "models/mailchimp.yml", "unique_id": "test.mailchimp.not_null_mailchimp__campaign_recipients_email_id.0ae99b3cf9", "fqn": ["mailchimp", "not_null_mailchimp__campaign_recipients_email_id"], "alias": "not_null_mailchimp__campaign_recipients_email_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": 1762480777.7509062, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "doc_blocks": [], "language": "sql", "refs": [{"name": "mailchimp__campaign_recipients", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.mailchimp.mailchimp__campaign_recipients"]}, "compiled_path": "target/compiled/mailchimp/models/mailchimp.yml/not_null_mailchimp__campaign_recipients_email_id.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect email_id\nfrom \"postgres\".\"public_mailchimp_dev\".\"mailchimp__campaign_recipients\"\nwhere email_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "email_id", "file_key_name": "models.mailchimp__campaign_recipients", "attached_node": "model.mailchimp.mailchimp__campaign_recipients", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "email_id", "model": "{{ get_where_subquery(ref('mailchimp__campaign_recipients')) }}"}, "namespace": null}}, "test.mailchimp.not_null_mailchimp__campaign_activities_activity_id.358cb1d1f6": {"database": "postgres", "schema": "public_dbt_test__audit", "name": "not_null_mailchimp__campaign_activities_activity_id", "resource_type": "test", "package_name": "mailchimp", "path": "not_null_mailchimp__campaign_activities_activity_id.sql", "original_file_path": "models/mailchimp.yml", "unique_id": "test.mailchimp.not_null_mailchimp__campaign_activities_activity_id.358cb1d1f6", "fqn": ["mailchimp", "not_null_mailchimp__campaign_activities_activity_id"], "alias": "not_null_mailchimp__campaign_activities_activity_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": 1762480777.7533693, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "doc_blocks": [], "language": "sql", "refs": [{"name": "mailchimp__campaign_activities", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.mailchimp.mailchimp__campaign_activities"]}, "compiled_path": "target/compiled/mailchimp/models/mailchimp.yml/not_null_mailchimp__campaign_activities_activity_id.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect activity_id\nfrom \"postgres\".\"public_mailchimp_dev\".\"mailchimp__campaign_activities\"\nwhere activity_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "activity_id", "file_key_name": "models.mailchimp__campaign_activities", "attached_node": "model.mailchimp.mailchimp__campaign_activities", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "activity_id", "model": "{{ get_where_subquery(ref('mailchimp__campaign_activities')) }}"}, "namespace": null}}, "test.mailchimp.not_null_mailchimp__automations_automation_id.99246c168e": {"database": "postgres", "schema": "public_dbt_test__audit", "name": "not_null_mailchimp__automations_automation_id", "resource_type": "test", "package_name": "mailchimp", "path": "not_null_mailchimp__automations_automation_id.sql", "original_file_path": "models/mailchimp.yml", "unique_id": "test.mailchimp.not_null_mailchimp__automations_automation_id.99246c168e", "fqn": ["mailchimp", "not_null_mailchimp__automations_automation_id"], "alias": "not_null_mailchimp__automations_automation_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", 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[], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {}, "created_at": 1762480777.7612505, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "doc_blocks": [], "language": "sql", "refs": [{"name": "mailchimp__automation_activities", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.mailchimp.mailchimp__automation_activities"]}, "compiled_path": "target/compiled/mailchimp/models/mailchimp.yml/not_null_mailchimp__automation_activities_activity_id.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect activity_id\nfrom \"postgres\".\"public_mailchimp_dev\".\"mailchimp__automation_activities\"\nwhere activity_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "activity_id", "file_key_name": "models.mailchimp__automation_activities", "attached_node": "model.mailchimp.mailchimp__automation_activities", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "activity_id", "model": "{{ get_where_subquery(ref('mailchimp__automation_activities')) }}"}, "namespace": null}}, "test.mailchimp.not_null_mailchimp__segments_segment_id.26bfa1b782": {"database": "postgres", "schema": "public_dbt_test__audit", "name": "not_null_mailchimp__segments_segment_id", "resource_type": "test", "package_name": "mailchimp", "path": "not_null_mailchimp__segments_segment_id.sql", "original_file_path": "models/mailchimp.yml", "unique_id": "test.mailchimp.not_null_mailchimp__segments_segment_id.26bfa1b782", "fqn": ["mailchimp", "not_null_mailchimp__segments_segment_id"], "alias": "not_null_mailchimp__segments_segment_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": 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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": {}, "created_at": 1762480777.7855904, "relation_name": null, "raw_code": "{{ test_unique(**_dbt_generic_test_kwargs) }}", "doc_blocks": [], "language": "sql", "refs": [{"name": "stg_mailchimp__automation_activities", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_unique", "macro.dbt.get_where_subquery"], "nodes": ["model.mailchimp.stg_mailchimp__automation_activities"]}, "compiled_path": "target/compiled/mailchimp/models/staging/stg_mailchimp.yml/unique_stg_mailchimp__automation_activities_activity_id.sql", "compiled": true, "compiled_code": "\n    \n    \n\nselect\n    activity_id as unique_field,\n    count(*) as n_records\n\nfrom \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__automation_activities\"\nwhere activity_id is not null\ngroup by activity_id\nhaving count(*) > 1\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "activity_id", "file_key_name": "models.stg_mailchimp__automation_activities", "attached_node": "model.mailchimp.stg_mailchimp__automation_activities", "test_metadata": {"name": "unique", "kwargs": {"column_name": "activity_id", "model": "{{ get_where_subquery(ref('stg_mailchimp__automation_activities')) }}"}, "namespace": null}}, "test.mailchimp.unique_stg_mailchimp__automation_emails_automation_email_id.a61e4c82c7": {"database": "postgres", "schema": "public_dbt_test__audit", "name": "unique_stg_mailchimp__automation_emails_automation_email_id", "resource_type": "test", "package_name": "mailchimp", "path": "unique_stg_mailchimp__automation_emails_automation_email_id.sql", "original_file_path": "models/staging/stg_mailchimp.yml", "unique_id": "test.mailchimp.unique_stg_mailchimp__automation_emails_automation_email_id.a61e4c82c7", "fqn": ["mailchimp", "staging", "unique_stg_mailchimp__automation_emails_automation_email_id"], "alias": "unique_stg_mailchimp__automation_emails_automation_email_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": 1762480777.78799, "relation_name": null, "raw_code": "{{ test_unique(**_dbt_generic_test_kwargs) }}", "doc_blocks": [], "language": "sql", "refs": [{"name": "stg_mailchimp__automation_emails", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_unique", "macro.dbt.get_where_subquery"], "nodes": ["model.mailchimp.stg_mailchimp__automation_emails"]}, "compiled_path": "target/compiled/mailchimp/models/staging/stg_mailchimp.yml/unique_stg_mailchimp__automation_emails_automation_email_id.sql", "compiled": true, "compiled_code": "\n    \n    \n\nselect\n    automation_email_id as unique_field,\n    count(*) as n_records\n\nfrom \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__automation_emails\"\nwhere automation_email_id is not null\ngroup by automation_email_id\nhaving count(*) > 1\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "automation_email_id", "file_key_name": "models.stg_mailchimp__automation_emails", "attached_node": "model.mailchimp.stg_mailchimp__automation_emails", "test_metadata": {"name": "unique", "kwargs": {"column_name": "automation_email_id", "model": "{{ get_where_subquery(ref('stg_mailchimp__automation_emails')) }}"}, "namespace": null}}, "test.mailchimp.not_null_stg_mailchimp__automation_emails_automation_email_id.019e811594": {"database": "postgres", "schema": "public_dbt_test__audit", "name": "not_null_stg_mailchimp__automation_emails_automation_email_id", "resource_type": "test", "package_name": "mailchimp", "path": "not_null_stg_mailchimp__automation_emails_automation_email_id.sql", "original_file_path": "models/staging/stg_mailchimp.yml", "unique_id": "test.mailchimp.not_null_stg_mailchimp__automation_emails_automation_email_id.019e811594", "fqn": ["mailchimp", "staging", "not_null_stg_mailchimp__automation_emails_automation_email_id"], "alias": "not_null_stg_mailchimp__automation_emails_automation_email_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": 1762480777.7903664, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "doc_blocks": [], "language": "sql", "refs": [{"name": "stg_mailchimp__automation_emails", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.mailchimp.stg_mailchimp__automation_emails"]}, "compiled_path": "target/compiled/mailchimp/models/staging/stg_mailchimp.yml/not_null_stg_mailchimp__automation_emails_automation_email_id.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect automation_email_id\nfrom \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__automation_emails\"\nwhere automation_email_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "automation_email_id", "file_key_name": "models.stg_mailchimp__automation_emails", "attached_node": "model.mailchimp.stg_mailchimp__automation_emails", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "automation_email_id", "model": "{{ get_where_subquery(ref('stg_mailchimp__automation_emails')) }}"}, "namespace": null}}, "test.mailchimp.not_null_stg_mailchimp__automation_recipients_automation_recipient_id.f0b2e24912": {"database": "postgres", "schema": "public_dbt_test__audit", "name": 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"description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"alias": "not_null_stg_mailchimp__automa_1703f36d68ebe81feee15564aa486154"}, "created_at": 1762480777.7928035, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}{{ config(alias=\"not_null_stg_mailchimp__automa_1703f36d68ebe81feee15564aa486154\") }}", "doc_blocks": [], "language": "sql", "refs": [{"name": "stg_mailchimp__automation_recipients", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.mailchimp.stg_mailchimp__automation_recipients"]}, "compiled_path": "target/compiled/mailchimp/models/staging/stg_mailchimp.yml/not_null_stg_mailchimp__automa_1703f36d68ebe81feee15564aa486154.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect automation_recipient_id\nfrom \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__automation_recipients\"\nwhere automation_recipient_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "automation_recipient_id", "file_key_name": "models.stg_mailchimp__automation_recipients", "attached_node": "model.mailchimp.stg_mailchimp__automation_recipients", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "automation_recipient_id", "model": "{{ get_where_subquery(ref('stg_mailchimp__automation_recipients')) }}"}, "namespace": null}}, "test.mailchimp.unique_stg_mailchimp__automation_recipients_automation_recipient_id.9c2cfa6272": {"database": "postgres", "schema": "public_dbt_test__audit", "name": "unique_stg_mailchimp__automation_recipients_automation_recipient_id", "resource_type": "test", "package_name": "mailchimp", "path": "unique_stg_mailchimp__automati_827bdb776e9d61d72a3220bd2e2b43db.sql", "original_file_path": "models/staging/stg_mailchimp.yml", "unique_id": "test.mailchimp.unique_stg_mailchimp__automation_recipients_automation_recipient_id.9c2cfa6272", "fqn": ["mailchimp", "staging", "unique_stg_mailchimp__automation_recipients_automation_recipient_id"], "alias": "unique_stg_mailchimp__automati_827bdb776e9d61d72a3220bd2e2b43db", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "unique_stg_mailchimp__automati_827bdb776e9d61d72a3220bd2e2b43db", "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": "unique_stg_mailchimp__automati_827bdb776e9d61d72a3220bd2e2b43db"}, "created_at": 1762480777.7952561, "relation_name": null, "raw_code": "{{ test_unique(**_dbt_generic_test_kwargs) }}{{ config(alias=\"unique_stg_mailchimp__automati_827bdb776e9d61d72a3220bd2e2b43db\") }}", "doc_blocks": [], "language": "sql", "refs": [{"name": "stg_mailchimp__automation_recipients", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_unique", "macro.dbt.get_where_subquery"], "nodes": ["model.mailchimp.stg_mailchimp__automation_recipients"]}, "compiled_path": "target/compiled/mailchimp/models/staging/stg_mailchimp.yml/unique_stg_mailchimp__automati_827bdb776e9d61d72a3220bd2e2b43db.sql", "compiled": true, "compiled_code": "\n    \n    \n\nselect\n    automation_recipient_id as unique_field,\n    count(*) as n_records\n\nfrom \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__automation_recipients\"\nwhere automation_recipient_id is not null\ngroup by automation_recipient_id\nhaving count(*) > 1\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "automation_recipient_id", "file_key_name": "models.stg_mailchimp__automation_recipients", "attached_node": "model.mailchimp.stg_mailchimp__automation_recipients", "test_metadata": {"name": "unique", "kwargs": {"column_name": "automation_recipient_id", "model": "{{ get_where_subquery(ref('stg_mailchimp__automation_recipients')) }}"}, "namespace": null}}, "test.mailchimp.unique_stg_mailchimp__automations_automation_id.455bcbd36b": {"database": "postgres", "schema": "public_dbt_test__audit", "name": "unique_stg_mailchimp__automations_automation_id", "resource_type": "test", "package_name": "mailchimp", "path": "unique_stg_mailchimp__automations_automation_id.sql", "original_file_path": "models/staging/stg_mailchimp.yml", "unique_id": "test.mailchimp.unique_stg_mailchimp__automations_automation_id.455bcbd36b", "fqn": ["mailchimp", "staging", "unique_stg_mailchimp__automations_automation_id"], "alias": "unique_stg_mailchimp__automations_automation_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": 1762480777.7975862, "relation_name": null, "raw_code": "{{ test_unique(**_dbt_generic_test_kwargs) }}", "doc_blocks": [], "language": "sql", "refs": [{"name": "stg_mailchimp__automations", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_unique", "macro.dbt.get_where_subquery"], "nodes": ["model.mailchimp.stg_mailchimp__automations"]}, "compiled_path": "target/compiled/mailchimp/models/staging/stg_mailchimp.yml/unique_stg_mailchimp__automations_automation_id.sql", "compiled": true, "compiled_code": "\n    \n    \n\nselect\n    automation_id as unique_field,\n    count(*) as n_records\n\nfrom \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__automations\"\nwhere automation_id is not null\ngroup by automation_id\nhaving count(*) > 1\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "automation_id", "file_key_name": "models.stg_mailchimp__automations", "attached_node": "model.mailchimp.stg_mailchimp__automations", "test_metadata": {"name": "unique", "kwargs": {"column_name": "automation_id", "model": "{{ get_where_subquery(ref('stg_mailchimp__automations')) }}"}, "namespace": null}}, "test.mailchimp.not_null_stg_mailchimp__automations_automation_id.cf748ea94a": {"database": "postgres", "schema": "public_dbt_test__audit", "name": "not_null_stg_mailchimp__automations_automation_id", "resource_type": "test", "package_name": "mailchimp", "path": "not_null_stg_mailchimp__automations_automation_id.sql", "original_file_path": "models/staging/stg_mailchimp.yml", "unique_id": "test.mailchimp.not_null_stg_mailchimp__automations_automation_id.cf748ea94a", "fqn": ["mailchimp", "staging", "not_null_stg_mailchimp__automations_automation_id"], "alias": "not_null_stg_mailchimp__automations_automation_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": 1762480777.7999623, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "doc_blocks": [], "language": "sql", "refs": [{"name": "stg_mailchimp__automations", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.mailchimp.stg_mailchimp__automations"]}, "compiled_path": "target/compiled/mailchimp/models/staging/stg_mailchimp.yml/not_null_stg_mailchimp__automations_automation_id.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect automation_id\nfrom \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__automations\"\nwhere automation_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "automation_id", "file_key_name": "models.stg_mailchimp__automations", "attached_node": "model.mailchimp.stg_mailchimp__automations", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "automation_id", "model": "{{ get_where_subquery(ref('stg_mailchimp__automations')) }}"}, "namespace": null}}, "test.mailchimp.unique_stg_mailchimp__campaign_recipients_email_id.1e1843671d": {"database": "postgres", "schema": "public_dbt_test__audit", "name": "unique_stg_mailchimp__campaign_recipients_email_id", "resource_type": "test", "package_name": "mailchimp", "path": "unique_stg_mailchimp__campaign_recipients_email_id.sql", "original_file_path": "models/staging/stg_mailchimp.yml", "unique_id": "test.mailchimp.unique_stg_mailchimp__campaign_recipients_email_id.1e1843671d", "fqn": ["mailchimp", "staging", "unique_stg_mailchimp__campaign_recipients_email_id"], "alias": "unique_stg_mailchimp__campaign_recipients_email_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": 1762480777.8022933, "relation_name": null, "raw_code": "{{ test_unique(**_dbt_generic_test_kwargs) }}", "doc_blocks": [], "language": "sql", "refs": [{"name": "stg_mailchimp__campaign_recipients", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_unique", "macro.dbt.get_where_subquery"], "nodes": ["model.mailchimp.stg_mailchimp__campaign_recipients"]}, "compiled_path": "target/compiled/mailchimp/models/staging/stg_mailchimp.yml/unique_stg_mailchimp__campaign_recipients_email_id.sql", "compiled": true, "compiled_code": "\n    \n    \n\nselect\n    email_id as unique_field,\n    count(*) as n_records\n\nfrom \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__campaign_recipients\"\nwhere email_id is not null\ngroup by email_id\nhaving count(*) > 1\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "email_id", "file_key_name": "models.stg_mailchimp__campaign_recipients", "attached_node": "model.mailchimp.stg_mailchimp__campaign_recipients", "test_metadata": {"name": "unique", "kwargs": {"column_name": "email_id", "model": "{{ get_where_subquery(ref('stg_mailchimp__campaign_recipients')) }}"}, "namespace": null}}, "test.mailchimp.not_null_stg_mailchimp__campaign_recipients_email_id.e7aace8199": {"database": "postgres", "schema": "public_dbt_test__audit", "name": "not_null_stg_mailchimp__campaign_recipients_email_id", "resource_type": "test", "package_name": "mailchimp", "path": "not_null_stg_mailchimp__campaign_recipients_email_id.sql", "original_file_path": "models/staging/stg_mailchimp.yml", "unique_id": "test.mailchimp.not_null_stg_mailchimp__campaign_recipients_email_id.e7aace8199", "fqn": ["mailchimp", "staging", "not_null_stg_mailchimp__campaign_recipients_email_id"], "alias": "not_null_stg_mailchimp__campaign_recipients_email_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": 1762480777.8047624, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "doc_blocks": [], "language": "sql", "refs": [{"name": "stg_mailchimp__campaign_recipients", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.mailchimp.stg_mailchimp__campaign_recipients"]}, "compiled_path": "target/compiled/mailchimp/models/staging/stg_mailchimp.yml/not_null_stg_mailchimp__campaign_recipients_email_id.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect email_id\nfrom \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__campaign_recipients\"\nwhere email_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "email_id", "file_key_name": "models.stg_mailchimp__campaign_recipients", "attached_node": "model.mailchimp.stg_mailchimp__campaign_recipients", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "email_id", "model": "{{ get_where_subquery(ref('stg_mailchimp__campaign_recipients')) }}"}, "namespace": null}}, "test.mailchimp.unique_stg_mailchimp__campaign_activities_activity_id.1ed119dcbe": {"database": "postgres", "schema": "public_dbt_test__audit", "name": "unique_stg_mailchimp__campaign_activities_activity_id", "resource_type": "test", "package_name": "mailchimp", "path": "unique_stg_mailchimp__campaign_activities_activity_id.sql", "original_file_path": "models/staging/stg_mailchimp.yml", "unique_id": "test.mailchimp.unique_stg_mailchimp__campaign_activities_activity_id.1ed119dcbe", "fqn": ["mailchimp", "staging", "unique_stg_mailchimp__campaign_activities_activity_id"], "alias": "unique_stg_mailchimp__campaign_activities_activity_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": 1762480777.807129, "relation_name": null, "raw_code": "{{ test_unique(**_dbt_generic_test_kwargs) }}", "doc_blocks": [], "language": "sql", "refs": [{"name": "stg_mailchimp__campaign_activities", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_unique", "macro.dbt.get_where_subquery"], "nodes": ["model.mailchimp.stg_mailchimp__campaign_activities"]}, "compiled_path": "target/compiled/mailchimp/models/staging/stg_mailchimp.yml/unique_stg_mailchimp__campaign_activities_activity_id.sql", "compiled": true, "compiled_code": "\n    \n    \n\nselect\n    activity_id as unique_field,\n    count(*) as n_records\n\nfrom \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__campaign_activities\"\nwhere activity_id is not null\ngroup by activity_id\nhaving count(*) > 1\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "activity_id", "file_key_name": "models.stg_mailchimp__campaign_activities", "attached_node": "model.mailchimp.stg_mailchimp__campaign_activities", "test_metadata": {"name": "unique", "kwargs": {"column_name": "activity_id", "model": "{{ get_where_subquery(ref('stg_mailchimp__campaign_activities')) }}"}, "namespace": null}}, "test.mailchimp.not_null_stg_mailchimp__campaign_activities_activity_id.7c968c29da": {"database": "postgres", "schema": "public_dbt_test__audit", "name": "not_null_stg_mailchimp__campaign_activities_activity_id", "resource_type": "test", "package_name": "mailchimp", "path": "not_null_stg_mailchimp__campaign_activities_activity_id.sql", "original_file_path": "models/staging/stg_mailchimp.yml", "unique_id": "test.mailchimp.not_null_stg_mailchimp__campaign_activities_activity_id.7c968c29da", "fqn": ["mailchimp", "staging", "not_null_stg_mailchimp__campaign_activities_activity_id"], "alias": "not_null_stg_mailchimp__campaign_activities_activity_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": 1762480777.8094807, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "doc_blocks": [], "language": "sql", "refs": [{"name": "stg_mailchimp__campaign_activities", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.mailchimp.stg_mailchimp__campaign_activities"]}, "compiled_path": "target/compiled/mailchimp/models/staging/stg_mailchimp.yml/not_null_stg_mailchimp__campaign_activities_activity_id.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect activity_id\nfrom \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__campaign_activities\"\nwhere activity_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "activity_id", "file_key_name": "models.stg_mailchimp__campaign_activities", "attached_node": "model.mailchimp.stg_mailchimp__campaign_activities", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "activity_id", "model": "{{ get_where_subquery(ref('stg_mailchimp__campaign_activities')) }}"}, "namespace": null}}, "test.mailchimp.unique_stg_mailchimp__campaigns_campaign_id.534c6a58a0": {"database": "postgres", "schema": "public_dbt_test__audit", "name": "unique_stg_mailchimp__campaigns_campaign_id", "resource_type": "test", "package_name": "mailchimp", "path": "unique_stg_mailchimp__campaigns_campaign_id.sql", "original_file_path": "models/staging/stg_mailchimp.yml", "unique_id": "test.mailchimp.unique_stg_mailchimp__campaigns_campaign_id.534c6a58a0", "fqn": ["mailchimp", "staging", "unique_stg_mailchimp__campaigns_campaign_id"], "alias": "unique_stg_mailchimp__campaigns_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": 1762480777.8118503, "relation_name": null, "raw_code": "{{ test_unique(**_dbt_generic_test_kwargs) }}", "doc_blocks": [], "language": "sql", "refs": [{"name": "stg_mailchimp__campaigns", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_unique", "macro.dbt.get_where_subquery"], "nodes": 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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": {}, "created_at": 1762480777.8166482, "relation_name": null, "raw_code": "{{ test_unique(**_dbt_generic_test_kwargs) }}", "doc_blocks": [], "language": "sql", "refs": [{"name": "stg_mailchimp__lists", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_unique", "macro.dbt.get_where_subquery"], "nodes": ["model.mailchimp.stg_mailchimp__lists"]}, "compiled_path": "target/compiled/mailchimp/models/staging/stg_mailchimp.yml/unique_stg_mailchimp__lists_list_id.sql", "compiled": true, "compiled_code": "\n    \n    \n\nselect\n    list_id as unique_field,\n    count(*) as n_records\n\nfrom 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"doc_blocks": [], "language": "sql", "refs": [{"name": "stg_mailchimp__members", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.mailchimp.stg_mailchimp__members"]}, "compiled_path": "target/compiled/mailchimp/models/staging/stg_mailchimp.yml/not_null_stg_mailchimp__members_member_id.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect member_id\nfrom \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__members\"\nwhere member_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "member_id", "file_key_name": "models.stg_mailchimp__members", "attached_node": "model.mailchimp.stg_mailchimp__members", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "member_id", "model": "{{ get_where_subquery(ref('stg_mailchimp__members')) }}"}, 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test_not_null(**_dbt_generic_test_kwargs) }}", "doc_blocks": [], "language": "sql", "refs": [{"name": "stg_mailchimp__unsubscribes", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.mailchimp.stg_mailchimp__unsubscribes"]}, "compiled_path": "target/compiled/mailchimp/models/staging/stg_mailchimp.yml/not_null_stg_mailchimp__unsubscribes_unsubscribe_id.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect unsubscribe_id\nfrom \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__unsubscribes\"\nwhere unsubscribe_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "unsubscribe_id", "file_key_name": "models.stg_mailchimp__unsubscribes", "attached_node": "model.mailchimp.stg_mailchimp__unsubscribes", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "unsubscribe_id", "model": "{{ get_where_subquery(ref('stg_mailchimp__unsubscribes')) }}"}, "namespace": null}}, "test.mailchimp.unique_stg_mailchimp__unsubscribes_unsubscribe_id.c34aefd746": {"database": "postgres", "schema": "public_dbt_test__audit", "name": "unique_stg_mailchimp__unsubscribes_unsubscribe_id", "resource_type": "test", "package_name": "mailchimp", "path": "unique_stg_mailchimp__unsubscribes_unsubscribe_id.sql", "original_file_path": "models/staging/stg_mailchimp.yml", "unique_id": "test.mailchimp.unique_stg_mailchimp__unsubscribes_unsubscribe_id.c34aefd746", "fqn": ["mailchimp", "staging", "unique_stg_mailchimp__unsubscribes_unsubscribe_id"], "alias": "unique_stg_mailchimp__unsubscribes_unsubscribe_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": 1762480777.830985, "relation_name": null, "raw_code": "{{ test_unique(**_dbt_generic_test_kwargs) }}", "doc_blocks": [], "language": "sql", "refs": [{"name": "stg_mailchimp__unsubscribes", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_unique", "macro.dbt.get_where_subquery"], "nodes": ["model.mailchimp.stg_mailchimp__unsubscribes"]}, "compiled_path": "target/compiled/mailchimp/models/staging/stg_mailchimp.yml/unique_stg_mailchimp__unsubscribes_unsubscribe_id.sql", "compiled": true, "compiled_code": "\n    \n    \n\nselect\n    unsubscribe_id as unique_field,\n    count(*) as n_records\n\nfrom \"postgres\".\"public_mailchimp_dev\".\"stg_mailchimp__unsubscribes\"\nwhere unsubscribe_id is not null\ngroup by unsubscribe_id\nhaving count(*) > 1\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "unsubscribe_id", "file_key_name": "models.stg_mailchimp__unsubscribes", "attached_node": "model.mailchimp.stg_mailchimp__unsubscribes", "test_metadata": {"name": "unique", "kwargs": {"column_name": "unsubscribe_id", "model": "{{ get_where_subquery(ref('stg_mailchimp__unsubscribes')) }}"}, "namespace": null}}}, "sources": {"source.mailchimp.mailchimp.automation": {"database": "postgres", "schema": "public", "name": "automation", "resource_type": "source", "package_name": "mailchimp", "path": "models/staging/src_mailchimp.yml", "original_file_path": "models/staging/src_mailchimp.yml", "unique_id": "source.mailchimp.mailchimp.automation", "fqn": ["mailchimp", "staging", "mailchimp", "automation"], "source_name": "mailchimp", "source_description": "", "loader": "fivetran", "identifier": "automation", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "loaded_at_query": null, "freshness": {"warn_after": {"count": 72, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "Each record represents an automation in Mailchimp.", "columns": {"id": {"name": "id", "description": "The ID of the automation in Mailchimp.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "list_id": {"name": "list_id", "description": "The ID of the List an automation was sent to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "segment_id": {"name": "segment_id", "description": "The ID of the Segment an automation was sent to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "segment_text": {"name": "segment_text", "description": "The field describing the Segment an automation was sent to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "start_time": {"name": "start_time", "description": "The date and time the Automation was started.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "create_time": {"name": "create_time", "description": "The date and time the Automation was created.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "status": {"name": "status", "description": "The current status of the Automation. Possible Values: save, paused, sending\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "title": {"name": "title", "description": "The title of the Automation.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "trigger_settings": {"name": "trigger_settings", "description": "Available triggers for Automation workflows.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "_fivetran_synced": {"name": "_fivetran_synced", "description": "UTC timestamp that indicates the time when Fivetran last successfully synced the row.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "_fivetran_deleted": {"name": "_fivetran_deleted", "description": "Boolean that is true if the row has been soft-deleted from the source.", "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": 72, "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": {"enabled": true, "loaded_at_field": "_fivetran_synced", "freshness": {"warn_after": {"count": 72, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "loaded_at_query": null, "meta": {}, "tags": []}, "relation_name": "\"postgres\".\"public\".\"automation\"", "created_at": 1762480777.9870138, "unrendered_database": "{% if target.type != 'spark' %}{{ var('mailchimp_database', target.database) }}{% endif %}", "unrendered_schema": "{{ var('mailchimp_schema', 'mailchimp') }}", "doc_blocks": []}, "source.mailchimp.mailchimp.automation_email": {"database": "postgres", "schema": "public", "name": "automation_email", "resource_type": "source", "package_name": "mailchimp", "path": "models/staging/src_mailchimp.yml", "original_file_path": "models/staging/src_mailchimp.yml", "unique_id": "source.mailchimp.mailchimp.automation_email", "fqn": ["mailchimp", "staging", "mailchimp", "automation_email"], "source_name": "mailchimp", "source_description": "", "loader": "fivetran", "identifier": "automation_email", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "loaded_at_query": null, "freshness": {"warn_after": {"count": 72, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "Each record represents an automation email (that make up automations).", "columns": {"id": {"name": "id", "description": "The ID of the email.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "automation_id": {"name": "automation_id", "description": "The ID of the automation an email relates to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "create_time": {"name": "create_time", "description": "The date and time the automation email was created.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "start_time": {"name": "start_time", "description": "The date and time the automation email was started.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "send_time": {"name": "send_time", "description": "The date and time the automation email was sent.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "from_name": {"name": "from_name", "description": "The 'from' name on the automation email (not an email address).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "reply_to": {"name": "reply_to", "description": "The reply-to email address for the automation.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "status": {"name": "status", "description": "The current status of the automation email.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "subject_line": {"name": "subject_line", "description": "The subject line for the automation email.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "title": {"name": "title", "description": "The title for the automation email.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "to_name": {"name": "to_name", "description": "The automation email's custom 'To' name. Typically the first name merge field.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "archive_url": {"name": "archive_url", "description": "The link to the automation email's archive version in ISO 8601 format.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "authenticate": {"name": "authenticate", "description": "Whether Mailchimp authenticated the automation email. Defaults to true.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "auto_footer": {"name": "auto_footer", "description": "Automatically append Mailchimp's default footer to the automation email.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "auto_tweet": {"name": "auto_tweet", "description": "Automatically tweet a link to the automation email archive page when the automation email is sent.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "clicktale": {"name": "clicktale", "description": "The custom slug for ClickTale tracking (max of 50 bytes).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "content_type": {"name": "content_type", "description": "How the automation email's content is put together ('template', 'drag_and_drop', 'html', 'url').", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "delay_action": {"name": "delay_action", "description": "The action that triggers the delay of an Automation email.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "delay_action_description": {"name": "delay_action_description", "description": "The user-friendly description of the action that triggers an Automation email.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "delay_amount": {"name": "delay_amount", "description": "The delay amount for an Automation email.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "delay_direction": {"name": "delay_direction", "description": "Whether the delay settings describe before or after the delay action of an Automation email.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "delay_full_description": {"name": "delay_full_description", "description": "The user-friendly description of the delay and trigger action settings for an Automation email.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "delay_type": {"name": "delay_type", "description": "The type of delay for an Automation email.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "drag_and_drop": {"name": "drag_and_drop", "description": "Whether the automation email uses the drag-and-drop editor.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "fb_comments": {"name": "fb_comments", "description": "Allows Facebook comments on the automation email (also force-enables the Campaign Archive toolbar). Defaults to true.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "folder_id": {"name": "folder_id", "description": "If the automation email is listed in a folder, the ID for that folder.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "google_analytics": {"name": "google_analytics", "description": "The custom slug for Google Analytics tracking (max of 50 bytes).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "inline_css": {"name": "inline_css", "description": "Automatically inline the CSS included with the automation email content.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "position": {"name": "position", "description": "The position of an Automation email in a workflow.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "template_id": {"name": "template_id", "description": "The ID for the template used in this automation email.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "timewarp": {"name": "timewarp", "description": "Send this automation email using Timewarpe_this", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "track_ecomm_360": {"name": "track_ecomm_360", "description": "Whether to enable eCommerce360 tracking.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "track_goals": {"name": "track_goals", "description": "Whether to enable Goal tracking.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "track_html_clicks": {"name": "track_html_clicks", "description": "Whether to track clicks in the HTML version of the automation email. Defaults to true. Cannot be set to false for variate campaigns.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "track_opens": {"name": "track_opens", "description": "Whether to track opens. Defaults to true. Cannot be set to false for variate automation emails.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "track_text_clicks": {"name": "track_text_clicks", "description": "Whether to track clicks in the plain-text version of the automation email. Defaults to true. Cannot be set to false for variate campaigns.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "use_conversation": {"name": "use_conversation", "description": "Use Mailchimp Conversation feature to manage out-of-office replies.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "_fivetran_synced": {"name": "_fivetran_synced", "description": "UTC timestamp that indicates the time when Fivetran last successfully synced the row.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "_fivetran_deleted": {"name": "_fivetran_deleted", "description": "Boolean that is true if the row has been soft-deleted from the source.", "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": 72, "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": {"enabled": true, "loaded_at_field": "_fivetran_synced", "freshness": {"warn_after": {"count": 72, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "loaded_at_query": null, "meta": {}, "tags": []}, "relation_name": "\"postgres\".\"public\".\"automation_email\"", "created_at": 1762480777.9908338, "unrendered_database": "{% if target.type != 'spark' %}{{ var('mailchimp_database', target.database) }}{% endif %}", "unrendered_schema": "{{ var('mailchimp_schema', 'mailchimp') }}", "doc_blocks": []}, "source.mailchimp.mailchimp.automation_recipient": {"database": "postgres", "schema": "public", "name": "automation_recipient", "resource_type": "source", "package_name": "mailchimp", "path": "models/staging/src_mailchimp.yml", "original_file_path": "models/staging/src_mailchimp.yml", "unique_id": "source.mailchimp.mailchimp.automation_recipient", "fqn": ["mailchimp", "staging", "mailchimp", "automation_recipient"], "source_name": "mailchimp", "source_description": "", "loader": "fivetran", "identifier": "automation_recipient", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "loaded_at_query": null, "freshness": {"warn_after": {"count": 72, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "Each record represents info about the recipient of each automation.", "columns": {"member_id": {"name": "member_id", "description": "The ID of the member the automation was sent to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "automation_email_id": {"name": "automation_email_id", "description": "The ID for the automation email.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "list_id": {"name": "list_id", "description": "The ID of the List an automation was sent to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "_fivetran_synced": {"name": "_fivetran_synced", "description": "UTC timestamp that indicates the time when Fivetran last successfully synced the row.", "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": 72, "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": {"enabled": true, "loaded_at_field": "_fivetran_synced", "freshness": {"warn_after": {"count": 72, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "loaded_at_query": null, "meta": {}, "tags": []}, "relation_name": "\"postgres\".\"public\".\"automation_recipient\"", "created_at": 1762480777.9917884, "unrendered_database": "{% if target.type != 'spark' %}{{ var('mailchimp_database', target.database) }}{% endif %}", "unrendered_schema": "{{ var('mailchimp_schema', 'mailchimp') }}", "doc_blocks": []}, "source.mailchimp.mailchimp.automation_recipient_activity": {"database": "postgres", "schema": "public", "name": "automation_recipient_activity", "resource_type": "source", "package_name": "mailchimp", "path": "models/staging/src_mailchimp.yml", "original_file_path": "models/staging/src_mailchimp.yml", "unique_id": "source.mailchimp.mailchimp.automation_recipient_activity", "fqn": ["mailchimp", "staging", "mailchimp", "automation_recipient_activity"], "source_name": "mailchimp", "source_description": "", "loader": "fivetran", "identifier": "automation_recipient_activity", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "loaded_at_query": null, "freshness": {"warn_after": {"count": 72, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "Each record represents an activity taken in relation to a automation email.", "columns": {"action": {"name": "action", "description": "One of the following actions: 'open', 'click', or 'bounce'\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "automation_email_id": {"name": "automation_email_id", "description": "The ID for the automation email that relates to the activity.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "member_id": {"name": "member_id", "description": "The ID of the member the activity relates to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "list_id": {"name": "list_id", "description": "The ID of the list the email was sent to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "timestamp": {"name": "timestamp", "description": "The timestamp when the activity occurred.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "ip": {"name": "ip", "description": "The IP address recorded for the action.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "url": {"name": "url", "description": "If the action is a 'click', the URL on which the member clicked.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "bounce_type": {"name": "bounce_type", "description": "If the action is a 'bounce', the type of bounce received: 'hard', 'soft'.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "_fivetran_synced": {"name": "_fivetran_synced", "description": "UTC timestamp that indicates the time when Fivetran last successfully synced the row.", "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": 72, "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": {"enabled": true, "loaded_at_field": "_fivetran_synced", "freshness": {"warn_after": {"count": 72, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "loaded_at_query": null, "meta": {}, "tags": []}, "relation_name": "\"postgres\".\"public\".\"automation_recipient_activity\"", "created_at": 1762480777.992511, "unrendered_database": "{% if target.type != 'spark' %}{{ var('mailchimp_database', target.database) }}{% endif %}", "unrendered_schema": "{{ var('mailchimp_schema', 'mailchimp') }}", "doc_blocks": []}, "source.mailchimp.mailchimp.campaign": {"database": "postgres", "schema": "public", "name": "campaign", "resource_type": "source", "package_name": "mailchimp", "path": "models/staging/src_mailchimp.yml", "original_file_path": "models/staging/src_mailchimp.yml", "unique_id": "source.mailchimp.mailchimp.campaign", "fqn": ["mailchimp", "staging", "mailchimp", "campaign"], "source_name": "mailchimp", "source_description": "", "loader": "fivetran", "identifier": "campaign", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "loaded_at_query": null, "freshness": {"warn_after": {"count": 72, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "Each record represents a campaign in Mailchimp.", "columns": {"id": {"name": "id", "description": "The ID of the campaign in Mailchimp.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "segment_id": {"name": "segment_id", "description": "The ID of the Segment a campaign was sent to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "create_time": {"name": "create_time", "description": "The date and time the campaign was created.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "send_time": {"name": "send_time", "description": "The date and time a campaign was sent.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "list_id": {"name": "list_id", "description": "The ID of the List a campaign was sent to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "reply_to": {"name": "reply_to", "description": "The reply-to email address for the campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "type": {"name": "type", "description": "The type of campaign sent.  Possible values: regular, plaintext, absplit, variate, rss.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "title": {"name": "title", "description": "The title of the campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "archive_url": {"name": "archive_url", "description": "The link to the campaign's archive version in ISO 8601 format.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "authenticate": {"name": "authenticate", "description": "Whether Mailchimp authenticated the campaign. Defaults to true.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "auto_footer": {"name": "auto_footer", "description": "Automatically append Mailchimp's default footer to the campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "auto_tweet": {"name": "auto_tweet", "description": "Automatically tweet a link to the campaign archive page when the campaign is sent.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "clicktale": {"name": "clicktale", "description": "The custom slug for ClickTale tracking (max of 50 bytes).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "content_type": {"name": "content_type", "description": "How the campaign's content is put together ('template', 'drag_and_drop', 'html', 'url').", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "drag_and_drop": {"name": "drag_and_drop", "description": "Whether the campaign uses the drag-and-drop editor.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "fb_comments": {"name": "fb_comments", "description": "Allows Facebook comments on the campaign (also force-enables the Campaign Archive toolbar). Defaults to true.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "folder_id": {"name": "folder_id", "description": "If the campaign is listed in a folder, the ID for that folder.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "from_name": {"name": "from_name", "description": "The 'from' name on the campaign (not an email address).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "google_analytics": {"name": "google_analytics", "description": "The custom slug for Google Analytics tracking (max of 50 bytes).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "inline_css": {"name": "inline_css", "description": "Automatically inline the CSS included with the campaign content.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "long_archive_url": {"name": "long_archive_url", "description": "The original link to the campaign's archive version.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "status": {"name": "status", "description": "The current status of the campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "subject_line": {"name": "subject_line", "description": "The subject line for the campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "template_id": {"name": "template_id", "description": "The ID for the template used in this campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "test_size": {"name": "test_size", "description": "The percentage of recipients to send the test combinations to, must be a value between 10 and 100.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "timewarp": {"name": "timewarp", "description": "Send this campaign using Timewarpe_this", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "to_name": {"name": "to_name", "description": "The campaign's custom 'To' name. Typically the first name merge field.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "track_ecomm_360": {"name": "track_ecomm_360", "description": "Whether to enable eCommerce360 tracking.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "track_goals": {"name": "track_goals", "description": "Whether to enable Goal tracking.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "track_html_clicks": {"name": "track_html_clicks", "description": "Whether to track clicks in the HTML version of the campaign. Defaults to true. Cannot be set to false for variate campaigns.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "track_opens": {"name": "track_opens", "description": "Whether to track opens. Defaults to true. Cannot be set to false for variate campaigns.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "track_text_clicks": {"name": "track_text_clicks", "description": "Whether to track clicks in the plain-text version of the campaign. Defaults to true. Cannot be set to false for variate campaigns.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "use_conversation": {"name": "use_conversation", "description": "Use Mailchimp Conversation feature to manage out-of-office replies.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "wait_time": {"name": "wait_time", "description": "The number of minutes to wait before choosing the winning campaign. The value of wait_time must be greater than 0 and in whole hours, specified in minutes.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "winner_criteria": {"name": "winner_criteria", "description": "The combination that performs the best.  This may be determined automatically by click rate, open rate, or total revenue\u2014or  you may choose manually based on the reporting data you find the most valuable.  For Multivariate Campaigns testing send_time, winner_criteria is ignored.  For Multivariate Campaigns with 'manual' as the winner_criteria, the winner must be chosen in the Mailchimp web application.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "winning_campaign_id": {"name": "winning_campaign_id", "description": "ID of the campaign that was sent to the remaining recipients based on the winning combination.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "winning_combination_id": {"name": "winning_combination_id", "description": "ID for the winning combination.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "_fivetran_synced": {"name": "_fivetran_synced", "description": "UTC timestamp that indicates the time when Fivetran last successfully synced the row.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "_fivetran_deleted": {"name": "_fivetran_deleted", "description": "Boolean that is true if the row has been soft-deleted from the source.", "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": 72, "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": {"enabled": true, "loaded_at_field": "_fivetran_synced", "freshness": {"warn_after": {"count": 72, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "loaded_at_query": null, "meta": {}, "tags": []}, "relation_name": "\"postgres\".\"public\".\"campaign\"", "created_at": 1762480777.9935663, "unrendered_database": "{% if target.type != 'spark' %}{{ var('mailchimp_database', target.database) }}{% endif %}", "unrendered_schema": "{{ var('mailchimp_schema', 'mailchimp') }}", "doc_blocks": []}, "source.mailchimp.mailchimp.campaign_recipient": {"database": "postgres", "schema": "public", "name": "campaign_recipient", "resource_type": "source", "package_name": "mailchimp", "path": "models/staging/src_mailchimp.yml", "original_file_path": "models/staging/src_mailchimp.yml", "unique_id": "source.mailchimp.mailchimp.campaign_recipient", "fqn": ["mailchimp", "staging", "mailchimp", "campaign_recipient"], "source_name": "mailchimp", "source_description": "", "loader": "fivetran", "identifier": "campaign_recipient", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "loaded_at_query": null, "freshness": {"warn_after": {"count": 72, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "Each record represents the send of a campaign email.", "columns": {"campaign_id": {"name": "campaign_id", "description": "The ID of the campaign a sent email is from.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "member_id": {"name": "member_id", "description": "The ID of the member an email was sent to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "combination_id": {"name": "combination_id", "description": "The ID of the combination the member was part of for a campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "list_id": {"name": "list_id", "description": "The ID of the list the campaign was sent to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "_fivetran_synced": {"name": "_fivetran_synced", "description": "UTC timestamp that indicates the time when Fivetran last successfully synced the row.", "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": 72, "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": {"enabled": true, "loaded_at_field": "_fivetran_synced", "freshness": {"warn_after": {"count": 72, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "loaded_at_query": null, "meta": {}, "tags": []}, "relation_name": "\"postgres\".\"public\".\"campaign_recipient\"", "created_at": 1762480777.9942946, "unrendered_database": "{% if target.type != 'spark' %}{{ var('mailchimp_database', target.database) }}{% endif %}", "unrendered_schema": "{{ var('mailchimp_schema', 'mailchimp') }}", "doc_blocks": []}, "source.mailchimp.mailchimp.campaign_recipient_activity": {"database": "postgres", "schema": "public", "name": "campaign_recipient_activity", "resource_type": "source", "package_name": "mailchimp", "path": "models/staging/src_mailchimp.yml", "original_file_path": "models/staging/src_mailchimp.yml", "unique_id": "source.mailchimp.mailchimp.campaign_recipient_activity", "fqn": ["mailchimp", "staging", "mailchimp", "campaign_recipient_activity"], "source_name": "mailchimp", "source_description": "", "loader": "fivetran", "identifier": "campaign_recipient_activity", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "loaded_at_query": null, "freshness": {"warn_after": {"count": 72, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "Each record represents an activity taken in relation to a campaign email.", "columns": {"action": {"name": "action", "description": "One of the following actions: 'open', 'click', or 'bounce'\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "campaign_id": {"name": "campaign_id", "description": "The unique ID for the sent campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "member_id": {"name": "member_id", "description": "The ID of the member the activity relates to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "list_id": {"name": "list_id", "description": "The ID of the list the email was sent to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "timestamp": {"name": "timestamp", "description": "The timestamp when the activity occurred.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "ip": {"name": "ip", "description": "The IP address recorded for the action.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "url": {"name": "url", "description": "If the action is a 'click', the URL on which the member clicked.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "bounce_type": {"name": "bounce_type", "description": "If the action is a 'bounce', the type of bounce received: 'hard', 'soft'.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "combination_id": {"name": "combination_id", "description": "The ID of the combination the member was part of for a campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "_fivetran_synced": {"name": "_fivetran_synced", "description": "UTC timestamp that indicates the time when Fivetran last successfully synced the row.", "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": 72, "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": {"enabled": true, "loaded_at_field": "_fivetran_synced", "freshness": {"warn_after": {"count": 72, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "loaded_at_query": null, "meta": {}, "tags": []}, "relation_name": "\"postgres\".\"public\".\"campaign_recipient_activity\"", "created_at": 1762480777.994979, "unrendered_database": "{% if target.type != 'spark' %}{{ var('mailchimp_database', target.database) }}{% endif %}", "unrendered_schema": "{{ var('mailchimp_schema', 'mailchimp') }}", "doc_blocks": []}, "source.mailchimp.mailchimp.segment": {"database": "postgres", "schema": "public", "name": "segment", "resource_type": "source", "package_name": "mailchimp", "path": "models/staging/src_mailchimp.yml", "original_file_path": "models/staging/src_mailchimp.yml", "unique_id": "source.mailchimp.mailchimp.segment", "fqn": ["mailchimp", "staging", "mailchimp", "segment"], "source_name": "mailchimp", "source_description": "", "loader": "fivetran", "identifier": "segment", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "loaded_at_query": null, "freshness": {"warn_after": {"count": 72, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "Each record represents a segment in Mailchimp.", "columns": {"id": {"name": "id", "description": "The ID for the Segment from Mailchimp", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "list_id": {"name": "list_id", "description": "The ID of the List the segment is part of.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "member_count": {"name": "member_count", "description": "The number of members in the segment.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "name": {"name": "name", "description": "The name of the segment.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "type": {"name": "type", "description": "The type of segment", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "updated_at": {"name": "updated_at", "description": "The date and time the segment was last updated.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "created_at": {"name": "created_at", "description": "The date and time the segment was created.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "_fivetran_synced": {"name": "_fivetran_synced", "description": "UTC timestamp that indicates the time when Fivetran last successfully synced the row.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "_fivetran_deleted": {"name": "_fivetran_deleted", "description": "Boolean that is true if the row has been soft-deleted from the source.", "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": 72, "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": {"enabled": true, "loaded_at_field": "_fivetran_synced", "freshness": {"warn_after": {"count": 72, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "loaded_at_query": null, "meta": {}, "tags": []}, "relation_name": "\"postgres\".\"public\".\"segment\"", "created_at": 1762480777.995635, "unrendered_database": "{% if target.type != 'spark' %}{{ var('mailchimp_database', target.database) }}{% endif %}", "unrendered_schema": "{{ var('mailchimp_schema', 'mailchimp') }}", "doc_blocks": []}, "source.mailchimp.mailchimp.segment_member": {"database": "postgres", "schema": "public", "name": "segment_member", "resource_type": "source", "package_name": "mailchimp", "path": "models/staging/src_mailchimp.yml", "original_file_path": "models/staging/src_mailchimp.yml", "unique_id": "source.mailchimp.mailchimp.segment_member", "fqn": ["mailchimp", "staging", "mailchimp", "segment_member"], "source_name": "mailchimp", "source_description": "", "loader": "fivetran", "identifier": "segment_member", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "loaded_at_query": null, "freshness": {"warn_after": {"count": 72, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "Each record represents a member and their segment data.", "columns": {"segment_id": {"name": "segment_id", "description": "The ID for the Segment from Mailchimp.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "member_id": {"name": "member_id", "description": "The ID of the member.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "list_id": {"name": "list_id", "description": "The ID of the List the segment is part of.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "_fivetran_synced": {"name": "_fivetran_synced", "description": "UTC timestamp that indicates the time when Fivetran last successfully synced the row.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "_fivetran_deleted": {"name": "_fivetran_deleted", "description": "Boolean that is true if the row has been soft-deleted from the source.", "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": 72, "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": {"enabled": true, "loaded_at_field": "_fivetran_synced", "freshness": {"warn_after": {"count": 72, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "loaded_at_query": null, "meta": {}, "tags": []}, "relation_name": "\"postgres\".\"public\".\"segment_member\"", "created_at": 1762480777.996264, "unrendered_database": "{% if target.type != 'spark' %}{{ var('mailchimp_database', target.database) }}{% endif %}", "unrendered_schema": "{{ var('mailchimp_schema', 'mailchimp') }}", "doc_blocks": []}, "source.mailchimp.mailchimp.list": {"database": "postgres", "schema": "public", "name": "list", "resource_type": "source", "package_name": "mailchimp", "path": "models/staging/src_mailchimp.yml", "original_file_path": "models/staging/src_mailchimp.yml", "unique_id": "source.mailchimp.mailchimp.list", "fqn": ["mailchimp", "staging", "mailchimp", "list"], "source_name": "mailchimp", "source_description": "", "loader": "fivetran", "identifier": "list", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "loaded_at_query": null, "freshness": {"warn_after": {"count": 72, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "Each record represents a list in Mailchimp.", "columns": {"id": {"name": "id", "description": "The unique ID of a list.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "date_created": {"name": "date_created", "description": "The date and time that a list was created.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "name": {"name": "name", "description": "The name of a list.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "list_rating": {"name": "list_rating", "description": "An auto-generated activity score for the list (0-5).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "beamer_address": {"name": "beamer_address", "description": "The list's email beamer address.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "contact_address_1": {"name": "contact_address_1", "description": "The street address for the list contact.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "contact_address_2": {"name": "contact_address_2", "description": "The street address for the list contact.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "contact_city": {"name": "contact_city", "description": "The city for the list contact.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "contact_company": {"name": "contact_company", "description": "The company name for the list.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "contact_country": {"name": "contact_country", "description": "A two-character ISO3166 country code. Defaults to US if invalid.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "contact_state": {"name": "contact_state", "description": "The state for the list contact.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "contact_zip": {"name": "contact_zip", "description": "The postal or zip code for the list contact.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "default_from_email": {"name": "default_from_email", "description": "The default from email for campaigns sent to a list.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "default_from_name": {"name": "default_from_name", "description": "The default from name for campaigns sent to a list.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "default_language": {"name": "default_language", "description": "The default language for a lists's forms.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "default_subject": {"name": "default_subject", "description": "The default subject line for campaigns sent to a list.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "email_type_option": {"name": "email_type_option", "description": "Whether the list supports multiple formats for emails.  When set to true, subscribers can choose whether they want to receive HTML or plain-text emails.  When set to false, subscribers will receive HTML emails, with a plain-text alternative backup.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "notify_on_subscribe": {"name": "notify_on_subscribe", "description": "The email address to send subscribe notifications to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "notify_on_unsubscribe": {"name": "notify_on_unsubscribe", "description": "The email address to send unsubscribe notifications to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "permission_reminder": {"name": "permission_reminder", "description": "The permission reminder for a list.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "subscribe_url_long": {"name": "subscribe_url_long", "description": "The full version of a list's subscribe form (host will vary).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "subscribe_url_short": {"name": "subscribe_url_short", "description": "Mailchimp's EepURL shortened version of a list's subscribe form.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "use_archive_bar": {"name": "use_archive_bar", "description": "Whether campaigns for this list use the Archive Bar in archives by default.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "visibility": {"name": "visibility", "description": "Whether this list is public or private.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "_fivetran_synced": {"name": "_fivetran_synced", "description": "UTC timestamp that indicates the time when Fivetran last successfully synced the row.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "_fivetran_deleted": {"name": "_fivetran_deleted", "description": "Boolean that is true if the row has been soft-deleted from the source.", "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": 72, "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": {"enabled": true, "loaded_at_field": "_fivetran_synced", "freshness": {"warn_after": {"count": 72, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "loaded_at_query": null, "meta": {}, "tags": []}, "relation_name": "\"postgres\".\"public\".\"list\"", "created_at": 1762480777.9969966, "unrendered_database": "{% if target.type != 'spark' %}{{ var('mailchimp_database', target.database) }}{% endif %}", "unrendered_schema": "{{ var('mailchimp_schema', 'mailchimp') }}", "doc_blocks": []}, "source.mailchimp.mailchimp.member": {"database": "postgres", "schema": "public", "name": "member", "resource_type": "source", "package_name": "mailchimp", "path": "models/staging/src_mailchimp.yml", "original_file_path": "models/staging/src_mailchimp.yml", "unique_id": "source.mailchimp.mailchimp.member", "fqn": ["mailchimp", "staging", "mailchimp", "member"], "source_name": "mailchimp", "source_description": "", "loader": "fivetran", "identifier": "member", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "loaded_at_query": null, "freshness": {"warn_after": {"count": 72, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "Each record represents a member in Mailchimp. Note that this table may contain custom metadata columns which can be passed through via `mailchimp__members_pass_through_columns`.\n", "columns": {"id": {"name": "id", "description": "The ID of the member.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "email_address": {"name": "email_address", "description": "Email address for a subscriber.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "email_client": {"name": "email_client", "description": "The list member's email client.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "email_type": {"name": "email_type", "description": "Type of email this member asked to get ('html' or 'text').", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "status": {"name": "status", "description": "Subscriber's current status.  Possible Values: subscribed, unsubscribed, cleaned, pending, transactional, archived\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "list_id": {"name": "list_id", "description": "The ID of the list the member belongs to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "timestamp_signup": {"name": "timestamp_signup", "description": "The date and time the subscriber signed up for the list.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "timestamp_opt": {"name": "timestamp_opt", "description": "The date and time the subscribe confirmed their opt-in status.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "last_changed": {"name": "last_changed", "description": "The date and time the member's info was last changed.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "country_code": {"name": "country_code", "description": "The member's unique code for the location country.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "dstoff": {"name": "dstoff", "description": "The member's offset for timezones where daylight saving time is observed.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "gmtoff": {"name": "gmtoff", "description": "The member's time difference in hours from GMT.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "ip_opt": {"name": "ip_opt", "description": "The IP address the subscriber used to confirm their opt-in status.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "ip_signup": {"name": "ip_signup", "description": "IP address the subscriber signed up from.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "language": {"name": "language", "description": "If set/detected, the subscriber's language.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "latitude": {"name": "latitude", "description": "The member's location latitude.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "longitude": {"name": "longitude", "description": "The member's location longitude.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "member_rating": {"name": "member_rating", "description": "Star rating for this member, between 1 and 5.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "timezone": {"name": "timezone", "description": "The timezone for the member's location.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "unique_email_id": {"name": "unique_email_id", "description": "An identifier for the address across all of Mailchimp.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "vip": {"name": "vip", "description": "VIP status for subscriber.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "_fivetran_synced": {"name": "_fivetran_synced", "description": "UTC timestamp that indicates the time when Fivetran last successfully synced the row.", "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": 72, "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": {"enabled": true, "loaded_at_field": "_fivetran_synced", "freshness": {"warn_after": {"count": 72, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "loaded_at_query": null, "meta": {}, "tags": []}, "relation_name": "\"postgres\".\"public\".\"member\"", "created_at": 1762480777.997744, "unrendered_database": "{% if target.type != 'spark' %}{{ var('mailchimp_database', target.database) }}{% endif %}", "unrendered_schema": "{{ var('mailchimp_schema', 'mailchimp') }}", "doc_blocks": []}, "source.mailchimp.mailchimp.unsubscribe": {"database": "postgres", "schema": "public", "name": "unsubscribe", "resource_type": "source", "package_name": "mailchimp", "path": "models/staging/src_mailchimp.yml", "original_file_path": "models/staging/src_mailchimp.yml", "unique_id": "source.mailchimp.mailchimp.unsubscribe", "fqn": ["mailchimp", "staging", "mailchimp", "unsubscribe"], "source_name": "mailchimp", "source_description": "", "loader": "fivetran", "identifier": "unsubscribe", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "loaded_at_query": null, "freshness": {"warn_after": {"count": 72, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "Each record represents a member who unsubscribed.", "columns": {"campaign_id": {"name": "campaign_id", "description": "The unique id for the campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "member_id": {"name": "member_id", "description": "The ID of the member an email was sent to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "list_id": {"name": "list_id", "description": "The unique ID for the list.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "reason": {"name": "reason", "description": "Field expressing unsubscribe reason.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "timestamp": {"name": "timestamp", "description": "The time and date the member unsubscribed.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": []}, "_fivetran_synced": {"name": "_fivetran_synced", "description": "UTC timestamp that indicates the time when Fivetran last successfully synced the row.", "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": 72, "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": {"enabled": true, "loaded_at_field": "_fivetran_synced", "freshness": {"warn_after": {"count": 72, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "loaded_at_query": null, "meta": {}, "tags": []}, "relation_name": "\"postgres\".\"public\".\"unsubscribe\"", "created_at": 1762480777.9983637, "unrendered_database": "{% if target.type != 'spark' %}{{ var('mailchimp_database', target.database) }}{% endif %}", "unrendered_schema": "{{ var('mailchimp_schema', 'mailchimp') }}", "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": 1762480774.9377544, "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": 1762480774.9385066, "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": 1762480774.9430013, "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": 1762480774.9440055, "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": 1762480774.9446464, "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": 1762480774.9452748, "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": 1762480774.946215, "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": 1762480774.9470725, "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": 1762480774.9474216, "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": 1762480774.9481142, "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": 1762480774.9488883, "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": 1762480774.950627, "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": 1762480774.9510157, "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": 1762480774.951647, "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": 1762480774.9521737, "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": 1762480774.9530249, "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": 1762480774.9537833, "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": 1762480774.9549518, "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": 1762480774.9553487, "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": 1762480774.955585, "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": 1762480774.9559631, "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": 1762480774.9562464, "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": 1762480774.9566886, "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": 1762480774.9570525, "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": 1762480774.9572697, "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": 1762480774.9574842, "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": 1762480774.957719, "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": 1762480774.9586775, "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": 1762480774.9589362, "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": 1762480774.961262, "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": 1762480774.9621553, "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": 1762480774.9628162, "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": 1762480774.963776, "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": 1762480774.9645648, "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": 1762480774.9685056, "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": 1762480774.9689648, "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": 1762480774.969995, "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": 1762480774.9702923, "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": 1762480774.9711394, "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": 1762480774.971502, "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": 1762480774.97209, "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": 1762480774.9731605, "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": 1762480774.9742117, "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": 1762480774.9748092, "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": 1762480774.975097, "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": 1762480774.9753733, "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": 1762480774.9765453, "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": 1762480774.9769268, "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": 1762480774.9772096, "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": 1762480774.9784305, "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": 1762480774.9788013, "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": 1762480774.9790766, "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": 1762480774.9804106, "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": 1762480774.9807348, "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": 1762480774.9825807, "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": 1762480774.983385, "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": 1762480774.9845266, "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": 1762480774.9854324, "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": 1762480774.9855876, "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": 1762480774.9872787, "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": 1762480774.9876769, "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": 1762480774.9879694, "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": 1762480774.9882617, "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": 1762480774.9885461, "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": 1762480774.9891312, "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": 1762480774.9898484, "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": 1762480774.990439, "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": 1762480774.99449, "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": 1762480774.9985375, "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": 1762480775.001533, "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": 1762480775.002296, "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": 1762480775.002809, "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": 1762480775.0053349, "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": 1762480775.0058076, "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": 1762480775.007087, "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": 1762480775.0082219, "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": 1762480775.0102556, "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": 1762480775.0138488, "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": 1762480775.0144877, "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": 1762480775.0159585, "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": 1762480775.0164807, "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": 1762480775.0177565, "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": 1762480775.0193136, "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": 1762480775.0204613, "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": 1762480775.0217595, "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": 1762480775.0222197, "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": 1762480775.0236275, "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": 1762480775.024861, "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": 1762480775.025315, "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": 1762480775.0256925, "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": 1762480775.026255, "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": 1762480775.0266263, "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": 1762480775.0271866, "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": 1762480775.0275466, "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": 1762480775.028089, "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": 1762480775.0284545, "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": 1762480775.028768, "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": 1762480775.029126, "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": 1762480775.0295603, "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": 1762480775.0301268, "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": 1762480775.0323718, "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": 1762480775.0347373, "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": 1762480775.0370536, "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": 1762480775.0386794, "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": 1762480775.046952, "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": 1762480775.0475554, "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": 1762480775.0479102, "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": 1762480775.0527244, "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": 1762480775.0532126, "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": 1762480775.0534496, "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": 1762480775.055234, "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": 1762480775.056993, "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": 1762480775.0574446, "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": 1762480775.0584128, "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": 1762480775.0588052, "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": 1762480775.0590742, "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": 1762480775.059352, "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": 1762480775.059585, "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": 1762480775.0599198, "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": 1762480775.0601528, "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": 1762480775.0610774, "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": 1762480775.0615427, "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": 1762480775.0639045, "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": 1762480775.0687537, "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": 1762480775.076508, "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": 1762480775.080532, "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": 1762480775.0812109, "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": 1762480775.0815446, "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": 1762480775.081749, "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": 1762480775.0820413, "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": 1762480775.0822785, "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": 1762480775.0826952, "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": 1762480775.0831728, "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": 1762480775.0917923, "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": 1762480775.0922122, "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": 1762480775.0932436, "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": 1762480775.094091, "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": 1762480775.0952528, "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": 1762480775.096095, "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": 1762480775.0966673, "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": 1762480775.0974095, "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": 1762480775.0985436, "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": 1762480775.098978, "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": 1762480775.0993857, "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": 1762480775.1033232, "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": 1762480775.1036737, "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": 1762480775.104112, "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": 1762480775.1059926, "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": 1762480775.1063209, "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": 1762480775.106672, "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": 1762480775.1095014, "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": 1762480775.112338, "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": 1762480775.1131725, "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": 1762480775.1147897, "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": 1762480775.1183982, "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": 1762480775.1227865, "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": 1762480775.1238358, "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": 1762480775.124425, "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": 1762480775.1248388, "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": 1762480775.1260076, "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": 1762480775.1266255, "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": 1762480775.1273615, "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 %}\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_type = model.config.get('type') %}\n    {% set function_macro = get_function_macro(function_type, 'sql') %}\n    {% set build_sql = function_macro(target_relation) %}\n\n    {{ function_execute_build_sql(build_sql, existing_relation, target_relation) }}\n\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.get_function_macro", "macro.dbt.function_execute_build_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1762480775.1288242, "supported_languages": ["sql"]}, "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": 1762480775.1297114, "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": 1762480775.1307337, "supported_languages": null}, "macro.dbt.get_function_macro": {"name": "get_function_macro", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/functions/helpers.sql", "original_file_path": "macros/materializations/functions/helpers.sql", "unique_id": "macro.dbt.get_function_macro", "macro_sql": "{% macro get_function_macro(function_type, function_language) %}\n    {{ return(adapter.dispatch('get_function_macro', 'dbt')(function_type, function_language)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_function_macro"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1762480775.1311429, "supported_languages": null}, "macro.dbt.default__get_function_macro": {"name": "default__get_function_macro", "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__get_function_macro", "macro_sql": "{% macro default__get_function_macro(function_type, function_language) %}\n    {% set macro_name = function_type ~ \"_function_\" ~ function_language %}\n    {% if not macro_name in context %}\n        {{ exceptions.raise_not_implemented(function_language ~ ' ' ~ function_type ~ ' function not implemented for adapter ' ~adapter.type()) }}\n    {% endif %}\n    {% set macro = context[macro_name] %}\n    {{ return(macro) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1762480775.1319876, "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": 1762480775.1332366, "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": 1762480775.1335416, "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": 1762480775.1340277, "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": 1762480775.1344492, "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": 1762480775.1347973, "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": 1762480775.1354141, "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": 1762480775.1357722, "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": 1762480775.1359878, "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": 1762480775.1363087, "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": 1762480775.1371276, "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": 1762480775.1374888, "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": 1762480775.1380138, "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": 1762480775.1384974, "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": 1762480775.138763, "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": 1762480775.1391935, "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": 1762480775.139353, "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": 1762480775.139955, "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": 1762480775.140463, "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": 1762480775.1407716, "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": 1762480775.1413596, "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": 1762480775.1417136, "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": 1762480775.142188, "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": 1762480775.1424043, "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": 1762480775.1430233, "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": 1762480775.1433544, "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": 1762480775.1439111, "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": 1762480775.144181, "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": 1762480775.1451147, "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": 1762480775.1462734, "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": 1762480775.1467383, "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": 1762480775.1474297, "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": 1762480775.1479678, "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": 1762480775.148239, "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": 1762480775.1489546, "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": 1762480775.1494215, "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": 1762480775.1499498, "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": 1762480775.1502287, "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": 1762480775.1515315, "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": 1762480775.1518536, "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": 1762480775.1521733, "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": 1762480775.1524684, "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": 1762480775.1527984, "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": 1762480775.1533859, "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": 1762480775.153721, "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": 1762480775.1540594, "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": 1762480775.1543682, "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": 1762480775.1546755, "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": 1762480775.1549895, "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": 1762480775.1552708, "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": 1762480775.155578, "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": 1762480775.1558971, "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": 1762480775.156505, "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": 1762480775.1570704, "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": 1762480775.1576138, "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": 1762480775.1578913, "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": 1762480775.1584144, "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": 1762480775.1586986, "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": 1762480775.159388, "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": 1762480775.1597397, "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": 1762480775.1601863, "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": 1762480775.1607404, "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": 1762480775.161014, "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": 1762480775.1616135, "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": 1762480775.1620584, "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": 1762480775.1626801, "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": 1762480775.1632555, "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": 1762480775.163741, "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": 1762480775.164059, "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": 1762480775.1646152, "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": 1762480775.1649003, "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": 1762480775.16549, "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": 1762480775.165833, "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": 1762480775.1663532, "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": 1762480775.1666262, "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": 1762480775.1670535, "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": 1762480775.1672094, "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": 1762480775.1676922, "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": 1762480775.1679084, "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": 1762480775.168782, "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": 1762480775.169699, "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": 1762480775.170186, "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": 1762480775.1703978, "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": 1762480775.171233, "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": 1762480775.1720476, "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": 1762480775.1724129, "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": 1762480775.1734285, "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": 1762480775.1739311, "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": 1762480775.1741457, "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": 1762480775.1748853, "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": 1762480775.1757717, "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": 1762480775.176362, "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": 1762480775.1768875, "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": 1762480775.1779206, "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": 1762480775.1803668, "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": 1762480775.181267, "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": 1762480775.1821315, "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": 1762480775.1825314, "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": 1762480775.1831374, "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": 1762480775.1838276, "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": 1762480775.1843174, "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": 1762480775.1848407, "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": 1762480775.185254, "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": 1762480775.1861074, "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": 1762480775.18687, "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": 1762480775.1872263, "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": 1762480775.18763, "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": 1762480775.1880121, "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": 1762480775.1885865, "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": 1762480775.1890075, "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": 1762480775.1895776, "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": 1762480775.1899981, "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": 1762480775.1905024, "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": 1762480775.1909192, "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": 1762480775.1914234, "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": 1762480775.191733, "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": 1762480775.1922336, "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": 1762480775.1925259, "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": 1762480775.1935265, "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": 1762480775.1939101, "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": 1762480775.194449, "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": 1762480775.1947567, "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": 1762480775.195223, "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": 1762480775.1954699, "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": 1762480775.1960456, "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": 1762480775.1963115, "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": 1762480775.1977122, "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": 1762480775.1979556, "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": 1762480775.1990137, "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": 1762480775.1994526, "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": 1762480775.1997483, "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": 1762480775.2022493, "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": 1762480775.2030058, "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": 1762480775.2036695, "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": 1762480775.2043738, "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": 1762480775.2047184, "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": 1762480775.205073, "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": 1762480775.2059636, "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": 1762480775.2069402, "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": 1762480775.2072325, "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": 1762480775.209392, "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": 1762480775.2097976, "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": 1762480775.2102623, "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": 1762480775.2107913, "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": 1762480775.2110863, "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": 1762480775.2115498, "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": 1762480775.211813, "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": 1762480775.2129588, "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": 1762480775.213437, "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": 1762480775.2142837, "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": 1762480775.2156336, "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": 1762480775.2165377, "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": 1762480775.2169201, "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": 1762480775.217272, "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": 1762480775.217796, "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": 1762480775.2180872, "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": 1762480775.2185853, "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": 1762480775.2188945, "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": 1762480775.219351, "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": 1762480775.2196317, "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": 1762480775.2247212, "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": 1762480775.2258847, "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": 1762480775.228122, "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": 1762480775.2285495, "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": 1762480775.2287664, "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": 1762480775.2298074, "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": 1762480775.2304704, "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": 1762480775.2309546, "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": 1762480775.2315114, "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": 1762480775.2322254, "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": 1762480775.2329812, "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": 1762480775.2336795, "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": 1762480775.2341895, "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": 1762480775.2350178, "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": 1762480775.2355402, "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": 1762480775.2361214, "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": 1762480775.238591, "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": 1762480775.2398403, "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": 1762480775.24041, "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": 1762480775.2418337, "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": 1762480775.2441118, "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": 1762480775.2455506, "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": 1762480775.2460191, "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": 1762480775.2473333, "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": 1762480775.2476811, "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": 1762480775.24844, "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": 1762480775.249024, "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": 1762480775.2494955, "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": 1762480775.2501307, "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": 1762480775.250491, "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": 1762480775.2508655, "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": 1762480775.2513397, "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": 1762480775.252401, "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": 1762480775.2528617, "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": 1762480775.2531433, "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": 1762480775.2547119, "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": 1762480775.255332, "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": 1762480775.2557418, "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": 1762480775.256247, "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": 1762480775.256618, "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": 1762480775.2569373, "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": 1762480775.257288, "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": 1762480775.2577825, "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": 1762480775.2581766, "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": 1762480775.2587771, "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": 1762480775.2591393, "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": 1762480775.2594528, "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": 1762480775.2598238, "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": 1762480775.2601361, "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": 1762480775.2604578, "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": 1762480775.2607718, "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": 1762480775.2611668, "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": 1762480775.2615018, "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": 1762480775.2623885, "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": 1762480775.262704, "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": 1762480775.2629898, "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": 1762480775.2632012, "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": 1762480775.2641299, "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": 1762480775.2645364, "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": 1762480775.2647202, "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": 1762480775.265045, "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": 1762480775.2653663, "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": 1762480775.2659843, "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": 1762480775.2663481, "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": 1762480775.266687, "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": 1762480775.2670546, "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": 1762480775.2679253, "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": 1762480775.268751, "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": 1762480775.2691572, "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": 1762480775.2697773, "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": 1762480775.2704954, "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": 1762480775.2708714, "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": 1762480775.2712448, "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": 1762480775.2717826, "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": 1762480775.2722192, "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": 1762480775.2731154, "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": 1762480775.273392, "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": 1762480775.273848, "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": 1762480775.2746406, "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": 1762480775.2750075, "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": 1762480775.2752843, "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": 1762480775.2756076, "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": 1762480775.275866, "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": 1762480775.2779102, "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": 1762480775.2781472, "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": 1762480775.2784805, "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": 1762480775.2787247, "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": 1762480775.279388, "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": 1762480775.2797678, "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": 1762480775.2800093, "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": 1762480775.2804415, "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": 1762480775.280859, "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": 1762480775.2812989, "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": 1762480775.2817206, "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": 1762480775.2821562, "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": 1762480775.2838056, "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": 1762480775.284189, "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": 1762480775.2846856, "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": 1762480775.285129, "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": 1762480775.287341, "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": 1762480775.2895043, "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": 1762480775.2898376, "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": 1762480775.2904289, "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": 1762480775.2910075, "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": 1762480775.2914226, "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": 1762480775.2918346, "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": 1762480775.2921894, "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": 1762480775.2944467, "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": 1762480775.295128, "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": 1762480775.2954824, "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": 1762480775.2961624, "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": 1762480775.296614, "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": 1762480775.298018, "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": 1762480775.2986093, "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": 1762480775.300201, "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": 1762480775.301055, "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": 1762480775.301389, "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": 1762480775.3018067, "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": 1762480775.3021383, "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": 1762480775.3026686, "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": 1762480775.3035774, "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": 1762480775.3044188, "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": 1762480775.3049147, "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": 1762480775.3054974, "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": 1762480775.3060732, "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": 1762480775.3068624, "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": 1762480775.3076224, "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": 1762480775.3083267, "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": 1762480775.3090427, "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": 1762480775.3100567, "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": 1762480775.311797, "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": 1762480775.31271, "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": 1762480775.3136375, "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": 1762480775.3145359, "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": 1762480775.3152225, "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": 1762480775.3160632, "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": 1762480775.3177102, "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": 1762480775.3185222, "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": 1762480775.3197575, "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": 1762480775.3204634, "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": 1762480775.3210664, "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": 1762480775.3220985, "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": 1762480775.3238702, "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": 1762480775.3246467, "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": 1762480775.3255296, "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": 1762480775.3271792, "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": 1762480775.330292, "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": 1762480775.3310738, "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": 1762480775.3317618, "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": 1762480775.3328397, "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": 1762480775.3348114, "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": 1762480775.337011, "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": 1762480775.3445356, "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": 1762480775.3454971, "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": 1762480775.347208, "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": 1762480775.3483312, "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": 1762480775.3504288, "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": 1762480775.3510976, "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": 1762480775.3523362, "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": 1762480775.3529332, "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": 1762480775.3535423, "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": 1762480775.3541212, "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": 1762480775.355001, "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": 1762480775.3565192, "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": 1762480775.358248, "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": 1762480775.359626, "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": 1762480775.362535, "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": 1762480775.3636634, "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": 1762480775.3640962, "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": 1762480775.3644345, "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": 1762480775.364836, "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": 1762480775.3651679, "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": 1762480775.3654983, "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": 1762480775.3658595, "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": 1762480775.3666396, "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": 1762480775.3680608, "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": 1762480775.3689091, "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": 1762480775.3698153, "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": 1762480775.3701987, "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": 1762480775.371665, "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": 1762480775.37545, "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": 1762480775.3761563, "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": 1762480775.3766284, "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": 1762480775.3772836, "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": 1762480775.3784347, "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": 1762480775.3790414, "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": 1762480775.3797102, "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": 1762480775.3802347, "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": 1762480775.3805015, "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": 1762480775.381407, "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": 1762480775.3825486, "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": 1762480775.3830085, "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": 1762480775.3837066, "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": 1762480775.3846147, "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": 1762480775.3862462, "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": 1762480775.387782, "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": 1762480775.3884907, "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": 1762480775.3899212, "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": 1762480775.39133, "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": 1762480775.3923168, "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": 1762480775.3929672, "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": 1762480775.394059, "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": 1762480775.3949704, "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": 1762480775.3966408, "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": 1762480775.3986535, "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": 1762480775.40534, "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": 1762480775.4062421, "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": 1762480775.406816, "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": 1762480775.407912, "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": 1762480775.4095113, "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": 1762480775.4100993, "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": 1762480775.4107828, "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": 1762480775.4121544, "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": 1762480775.414866, "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": 1762480775.4156075, "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": 1762480775.4168532, "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": 1762480775.417665, "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": 1762480775.4191022, "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": 1762480775.4197392, "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": 1762480775.420019, "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": 1762480775.4202924, "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": 1762480775.4205637, "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": 1762480775.4211023, "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": 1762480775.4217257, "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": 1762480775.4224675, "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": 1762480775.423035, "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": 1762480775.4239142, "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": 1762480775.4247453, "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": 1762480775.4251084, "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": 1762480775.426122, "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": 1762480775.4267607, "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": 1762480775.427823, "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": 1762480775.4283319, "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": 1762480775.4286733, "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": 1762480775.430086, "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": 1762480775.4310222, "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": 1762480775.4315555, "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": 1762480775.431955, "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": 1762480775.432432, "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": 1762480775.4327872, "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": 1762480775.4342625, "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": 1762480775.4351096, "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": 1762480775.4370842, "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": 1762480775.437902, "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": 1762480775.4382358, "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": 1762480775.4385624, "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": 1762480775.4389043, "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": 1762480775.4392202, "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": 1762480775.43956, "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": 1762480775.4406717, "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": 1762480775.4411805, "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": 1762480775.4419277, "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": 1762480775.4424524, "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": 1762480775.4426842, "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": 1762480775.442895, "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": 1762480775.4431107, "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": 1762480775.443886, "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": 1762480775.4442036, "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": 1762480775.444652, "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": 1762480775.4450054, "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": 1762480775.4453263, "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": 1762480775.4456496, "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": 1762480775.447031, "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": 1762480775.4473598, "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": 1762480775.4477017, "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": 1762480775.4480162, "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": 1762480775.451255, "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": 1762480775.4520018, "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": 1762480775.453147, "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": 1762480775.4536583, "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": 1762480775.4541485, "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": 1762480775.4546359, "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": 1762480775.455109, "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": 1762480775.4556599, "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": 1762480775.4561825, "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": 1762480775.4566703, "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": 1762480775.459038, "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": 1762480775.460149, "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": 1762480775.4656377, "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": 1762480775.466342, "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": 1762480775.466947, "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": 1762480775.467242, "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": 1762480775.467647, "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": 1762480775.4681268, "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": 1762480775.4683442, "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": 1762480775.4685526, "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": 1762480775.471058, "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": 1762480775.4719918, "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": 1762480775.4744482, "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": 1762480775.4752347, "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": 1762480775.4762008, "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": 1762480775.4764845, "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": 1762480775.4770458, "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": 1762480775.4776087, "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": 1762480775.4778786, "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": 1762480775.478138, "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": 1762480775.4784014, "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": 1762480775.4786773, "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": 1762480775.479318, "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": 1762480775.4795864, "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": 1762480775.4798687, "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": 1762480775.4801319, "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": 1762480775.4804, "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": 1762480775.4817312, "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": 1762480775.483171, "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": 1762480775.4845517, "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": 1762480775.486488, "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": 1762480775.4871252, "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": 1762480775.4873638, "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": 1762480775.4876108, "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": 1762480775.4878297, "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": 1762480775.4880393, "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": 1762480775.4888055, "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": 1762480775.4892197, "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": 1762480775.4896812, "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": 1762480775.4901562, "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": 1762480775.4903677, "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": 1762480775.4905715, "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": 1762480775.4927862, "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": 1762480775.5014884, "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": 1762480775.5022812, "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": 1762480775.503295, "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": 1762480775.5036657, "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": 1762480775.5052521, "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": 1762480775.506433, "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": 1762480775.5071933, "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": 1762480775.5079226, "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": 1762480775.50905, "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": 1762480775.5098608, "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": 1762480775.510196, "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": 1762480775.5105264, "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": 1762480775.5108707, "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": 1762480775.5111613, "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": 1762480775.5114865, "supported_languages": null}, "macro.mailchimp.get_segment_columns": {"name": "get_segment_columns", "resource_type": "macro", "package_name": "mailchimp", "path": "macros/staging/get_segment_columns.sql", "original_file_path": "macros/staging/get_segment_columns.sql", "unique_id": "macro.mailchimp.get_segment_columns", "macro_sql": "{% macro get_segment_columns() %}\n\n{% set columns = [\n    {\"name\": \"_fivetran_deleted\", \"datatype\": \"boolean\"},\n    {\"name\": \"_fivetran_synced\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"created_at\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"id\", \"datatype\": dbt.type_int()},\n    {\"name\": \"list_id\", \"datatype\": dbt.type_string()},\n    {\"name\": \"member_count\", \"datatype\": dbt.type_int()},\n    {\"name\": \"name\", \"datatype\": dbt.type_string()},\n    {\"name\": \"type\", \"datatype\": dbt.type_string()},\n    {\"name\": \"updated_at\", \"datatype\": dbt.type_timestamp()}\n] %}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_timestamp", "macro.dbt.type_int", "macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1762480775.5135326, "supported_languages": null}, "macro.mailchimp.get_member_columns": {"name": "get_member_columns", "resource_type": "macro", "package_name": "mailchimp", "path": "macros/staging/get_member_columns.sql", "original_file_path": "macros/staging/get_member_columns.sql", "unique_id": "macro.mailchimp.get_member_columns", "macro_sql": "{% macro get_member_columns() %}\n\n{% set columns = [\n    {\"name\": \"_fivetran_synced\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"country_code\", \"datatype\": dbt.type_string()},\n    {\"name\": \"dstoff\", \"datatype\": dbt.type_float()},\n    {\"name\": \"email_address\", \"datatype\": dbt.type_string()},\n    {\"name\": \"email_client\", \"datatype\": dbt.type_string()},\n    {\"name\": \"email_type\", \"datatype\": dbt.type_string()},\n    {\"name\": \"gmtoff\", \"datatype\": dbt.type_float()},\n    {\"name\": \"id\", \"datatype\": dbt.type_string()},\n    {\"name\": \"ip_opt\", \"datatype\": dbt.type_string()},\n    {\"name\": \"ip_signup\", \"datatype\": dbt.type_string()},\n    {\"name\": \"language\", \"datatype\": dbt.type_string()},\n    {\"name\": \"last_changed\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"latitude\", \"datatype\": dbt.type_float()},\n    {\"name\": \"list_id\", \"datatype\": dbt.type_string()},\n    {\"name\": \"longitude\", \"datatype\": dbt.type_float()},\n    {\"name\": \"member_rating\", \"datatype\": dbt.type_int()},\n    {\"name\": \"status\", \"datatype\": dbt.type_string()},\n    {\"name\": \"timestamp_opt\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"timestamp_signup\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"timezone\", \"datatype\": dbt.type_string()},\n    {\"name\": \"unique_email_id\", \"datatype\": dbt.type_string()},\n    {\"name\": \"vip\", \"datatype\": \"boolean\"}\n] %}\n\n{{ fivetran_utils.add_pass_through_columns(columns, var('mailchimp__members_pass_through_columns')) }}\n\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_timestamp", "macro.dbt.type_string", "macro.dbt.type_float", "macro.dbt.type_int", "macro.fivetran_utils.add_pass_through_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1762480775.5179455, "supported_languages": null}, "macro.mailchimp.get_automation_recipient_columns": {"name": "get_automation_recipient_columns", "resource_type": "macro", "package_name": "mailchimp", "path": "macros/staging/get_automation_recipient_columns.sql", "original_file_path": "macros/staging/get_automation_recipient_columns.sql", "unique_id": "macro.mailchimp.get_automation_recipient_columns", "macro_sql": "{% macro get_automation_recipient_columns() %}\n\n{% set columns = [\n    {\"name\": \"_fivetran_synced\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"automation_email_id\", \"datatype\": dbt.type_string()},\n    {\"name\": \"list_id\", \"datatype\": dbt.type_string()},\n    {\"name\": \"member_id\", \"datatype\": dbt.type_string()}\n] %}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_timestamp", "macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1762480775.5191147, "supported_languages": null}, "macro.mailchimp.get_campaign_columns": {"name": "get_campaign_columns", "resource_type": "macro", "package_name": "mailchimp", "path": "macros/staging/get_campaign_columns.sql", "original_file_path": "macros/staging/get_campaign_columns.sql", "unique_id": "macro.mailchimp.get_campaign_columns", "macro_sql": "{% macro get_campaign_columns() %}\n\n{% set columns = [\n    {\"name\": \"_fivetran_deleted\", \"datatype\": \"boolean\"},\n    {\"name\": \"_fivetran_synced\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"archive_url\", \"datatype\": dbt.type_string()},\n    {\"name\": \"authenticate\", \"datatype\": \"boolean\"},\n    {\"name\": \"auto_footer\", \"datatype\": \"boolean\"},\n    {\"name\": \"auto_tweet\", \"datatype\": \"boolean\"},\n    {\"name\": \"clicktale\", \"datatype\": dbt.type_string()},\n    {\"name\": \"content_type\", \"datatype\": dbt.type_string()},\n    {\"name\": \"create_time\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"drag_and_drop\", \"datatype\": \"boolean\"},\n    {\"name\": \"fb_comments\", \"datatype\": \"boolean\"},\n    {\"name\": \"folder_id\", \"datatype\": dbt.type_int()},\n    {\"name\": \"from_name\", \"datatype\": dbt.type_string()},\n    {\"name\": \"google_analytics\", \"datatype\": dbt.type_string()},\n    {\"name\": \"id\", \"datatype\": dbt.type_string()},\n    {\"name\": \"inline_css\", \"datatype\": \"boolean\"},\n    {\"name\": \"list_id\", \"datatype\": dbt.type_string()},\n    {\"name\": \"long_archive_url\", \"datatype\": dbt.type_string()},\n    {\"name\": \"reply_to\", \"datatype\": dbt.type_string()},\n    {\"name\": \"segment_id\", \"datatype\": dbt.type_int()},\n    {\"name\": \"segment_text\", \"datatype\": dbt.type_int()},\n    {\"name\": \"send_time\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"status\", \"datatype\": dbt.type_string()},\n    {\"name\": \"subject_line\", \"datatype\": dbt.type_string()},\n    {\"name\": \"template_id\", \"datatype\": dbt.type_int()},\n    {\"name\": \"test_size\", \"datatype\": dbt.type_int()},\n    {\"name\": \"timewarp\", \"datatype\": \"boolean\"},\n    {\"name\": \"title\", \"datatype\": dbt.type_string()},\n    {\"name\": \"to_name\", \"datatype\": dbt.type_string()},\n    {\"name\": \"track_ecomm_360\", \"datatype\": \"boolean\"},\n    {\"name\": \"track_goals\", \"datatype\": \"boolean\"},\n    {\"name\": \"track_html_clicks\", \"datatype\": \"boolean\"},\n    {\"name\": \"track_opens\", \"datatype\": \"boolean\"},\n    {\"name\": \"track_text_clicks\", \"datatype\": \"boolean\"},\n    {\"name\": \"type\", \"datatype\": dbt.type_string()},\n    {\"name\": \"use_conversation\", \"datatype\": \"boolean\"},\n    {\"name\": \"wait_time\", \"datatype\": dbt.type_int()},\n    {\"name\": \"winner_criteria\", \"datatype\": dbt.type_int()},\n    {\"name\": \"winning_campaign_id\", \"datatype\": dbt.type_int()},\n    {\"name\": \"winning_combination_id\", \"datatype\": dbt.type_int()}\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": 1762480775.5260196, "supported_languages": null}, "macro.mailchimp.get_automation_columns": {"name": "get_automation_columns", "resource_type": "macro", "package_name": "mailchimp", "path": "macros/staging/get_automation_columns.sql", "original_file_path": "macros/staging/get_automation_columns.sql", "unique_id": "macro.mailchimp.get_automation_columns", "macro_sql": "{% macro get_automation_columns() %}\n\n{% set columns = [\n    {\"name\": \"_fivetran_deleted\", \"datatype\": \"boolean\"},\n    {\"name\": \"_fivetran_synced\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"create_time\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"id\", \"datatype\": dbt.type_string()},\n    {\"name\": \"list_id\", \"datatype\": dbt.type_string()},\n    {\"name\": \"segment_id\", \"datatype\": dbt.type_int()},\n    {\"name\": \"segment_text\", \"datatype\": dbt.type_int()},\n    {\"name\": \"start_time\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"status\", \"datatype\": dbt.type_string()},\n    {\"name\": \"title\", \"datatype\": dbt.type_string()},\n    {\"name\": \"trigger_settings\", \"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": 1762480775.5282836, "supported_languages": null}, "macro.mailchimp.get_segment_member_columns": {"name": "get_segment_member_columns", "resource_type": "macro", "package_name": "mailchimp", "path": "macros/staging/get_segment_member_columns.sql", "original_file_path": "macros/staging/get_segment_member_columns.sql", "unique_id": "macro.mailchimp.get_segment_member_columns", "macro_sql": "{% macro get_segment_member_columns() %}\n\n{% set columns = [\n    {\"name\": \"_fivetran_deleted\", \"datatype\": \"boolean\"},\n    {\"name\": \"_fivetran_synced\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"list_id\", \"datatype\": dbt.type_string()},\n    {\"name\": \"member_id\", \"datatype\": dbt.type_string()},\n    {\"name\": \"segment_id\", \"datatype\": dbt.type_int()}\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": 1762480775.529535, "supported_languages": null}, "macro.mailchimp.get_list_columns": {"name": "get_list_columns", "resource_type": "macro", "package_name": "mailchimp", "path": "macros/staging/get_list_columns.sql", "original_file_path": "macros/staging/get_list_columns.sql", "unique_id": "macro.mailchimp.get_list_columns", "macro_sql": "{% macro get_list_columns() %}\n\n{% set columns = [\n    {\"name\": \"_fivetran_deleted\", \"datatype\": \"boolean\"},\n    {\"name\": \"_fivetran_synced\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"beamer_address\", \"datatype\": dbt.type_string()},\n    {\"name\": \"contact_address_1\", \"datatype\": dbt.type_string()},\n    {\"name\": \"contact_address_2\", \"datatype\": dbt.type_int()},\n    {\"name\": \"contact_city\", \"datatype\": dbt.type_string()},\n    {\"name\": \"contact_company\", \"datatype\": dbt.type_string()},\n    {\"name\": \"contact_country\", \"datatype\": dbt.type_string()},\n    {\"name\": \"contact_state\", \"datatype\": dbt.type_string()},\n    {\"name\": \"contact_zip\", \"datatype\": dbt.type_string()},\n    {\"name\": \"date_created\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"default_from_email\", \"datatype\": dbt.type_string()},\n    {\"name\": \"default_from_name\", \"datatype\": dbt.type_string()},\n    {\"name\": \"default_language\", \"datatype\": dbt.type_string()},\n    {\"name\": \"default_subject\", \"datatype\": dbt.type_int()},\n    {\"name\": \"email_type_option\", \"datatype\": \"boolean\"},\n    {\"name\": \"id\", \"datatype\": dbt.type_string()},\n    {\"name\": \"list_rating\", \"datatype\": dbt.type_float()},\n    {\"name\": \"name\", \"datatype\": dbt.type_string()},\n    {\"name\": \"notify_on_subscribe\", \"datatype\": dbt.type_int()},\n    {\"name\": \"notify_on_unsubscribe\", \"datatype\": dbt.type_int()},\n    {\"name\": \"permission_reminder\", \"datatype\": dbt.type_string()},\n    {\"name\": \"subscribe_url_long\", \"datatype\": dbt.type_string()},\n    {\"name\": \"subscribe_url_short\", \"datatype\": dbt.type_string()},\n    {\"name\": \"use_archive_bar\", \"datatype\": \"boolean\"},\n    {\"name\": \"visibility\", \"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", "macro.dbt.type_float"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1762480775.534233, "supported_languages": null}, "macro.mailchimp.get_campaign_recipient_activity_columns": {"name": "get_campaign_recipient_activity_columns", "resource_type": "macro", "package_name": "mailchimp", "path": "macros/staging/get_campaign_recipient_activity_columns.sql", "original_file_path": "macros/staging/get_campaign_recipient_activity_columns.sql", "unique_id": "macro.mailchimp.get_campaign_recipient_activity_columns", "macro_sql": "{% macro get_campaign_recipient_activity_columns() %}\n\n{% set columns = [\n    {\"name\": \"_fivetran_synced\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"action\", \"datatype\": dbt.type_string()},\n    {\"name\": \"bounce_type\", \"datatype\": dbt.type_int()},\n    {\"name\": \"campaign_id\", \"datatype\": dbt.type_string()},\n    {\"name\": \"combination_id\", \"datatype\": dbt.type_int()},\n    {\"name\": \"ip\", \"datatype\": dbt.type_string()},\n    {\"name\": \"list_id\", \"datatype\": dbt.type_string()},\n    {\"name\": \"member_id\", \"datatype\": dbt.type_string()},\n    {\"name\": \"timestamp\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"url\", \"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": 1762480775.5363333, "supported_languages": null}, "macro.mailchimp.get_campaign_recipient_columns": {"name": "get_campaign_recipient_columns", "resource_type": "macro", "package_name": "mailchimp", "path": "macros/staging/get_campaign_recipient_columns.sql", "original_file_path": "macros/staging/get_campaign_recipient_columns.sql", "unique_id": "macro.mailchimp.get_campaign_recipient_columns", "macro_sql": "{% macro get_campaign_recipient_columns() %}\n\n{% set columns = [\n    {\"name\": \"_fivetran_synced\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"campaign_id\", \"datatype\": dbt.type_string()},\n    {\"name\": \"combination_id\", \"datatype\": dbt.type_int()},\n    {\"name\": \"list_id\", \"datatype\": dbt.type_string()},\n    {\"name\": \"member_id\", \"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": 1762480775.537604, "supported_languages": null}, "macro.mailchimp.get_automation_email_columns": {"name": "get_automation_email_columns", "resource_type": "macro", "package_name": "mailchimp", "path": "macros/staging/get_automation_email_columns.sql", "original_file_path": "macros/staging/get_automation_email_columns.sql", "unique_id": "macro.mailchimp.get_automation_email_columns", "macro_sql": "{% macro get_automation_email_columns() %}\n\n{% set columns = [\n    {\"name\": \"_fivetran_deleted\", \"datatype\": \"boolean\"},\n    {\"name\": \"_fivetran_synced\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"archive_url\", \"datatype\": dbt.type_string()},\n    {\"name\": \"authenticate\", \"datatype\": \"boolean\"},\n    {\"name\": \"auto_footer\", \"datatype\": \"boolean\"},\n    {\"name\": \"auto_tweet\", \"datatype\": \"boolean\"},\n    {\"name\": \"automation_id\", \"datatype\": dbt.type_string()},\n    {\"name\": \"clicktale\", \"datatype\": dbt.type_int()},\n    {\"name\": \"content_type\", \"datatype\": dbt.type_string()},\n    {\"name\": \"create_time\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"delay_action\", \"datatype\": dbt.type_string()},\n    {\"name\": \"delay_action_description\", \"datatype\": dbt.type_string()},\n    {\"name\": \"delay_amount\", \"datatype\": dbt.type_int()},\n    {\"name\": \"delay_direction\", \"datatype\": dbt.type_int()},\n    {\"name\": \"delay_full_description\", \"datatype\": dbt.type_string()},\n    {\"name\": \"delay_type\", \"datatype\": dbt.type_string()},\n    {\"name\": \"drag_and_drop\", \"datatype\": \"boolean\"},\n    {\"name\": \"fb_comments\", \"datatype\": \"boolean\"},\n    {\"name\": \"folder_id\", \"datatype\": dbt.type_int()},\n    {\"name\": \"from_name\", \"datatype\": dbt.type_string()},\n    {\"name\": \"google_analytics\", \"datatype\": dbt.type_string()},\n    {\"name\": \"id\", \"datatype\": dbt.type_string()},\n    {\"name\": \"inline_css\", \"datatype\": \"boolean\"},\n    {\"name\": \"position\", \"datatype\": dbt.type_int()},\n    {\"name\": \"reply_to\", \"datatype\": dbt.type_string()},\n    {\"name\": \"send_time\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"start_time\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"status\", \"datatype\": dbt.type_string()},\n    {\"name\": \"subject_line\", \"datatype\": dbt.type_string()},\n    {\"name\": \"template_id\", \"datatype\": dbt.type_int()},\n    {\"name\": \"timewarp\", \"datatype\": dbt.type_int()},\n    {\"name\": \"title\", \"datatype\": dbt.type_string()},\n    {\"name\": \"to_name\", \"datatype\": dbt.type_int()},\n    {\"name\": \"track_ecomm_360\", \"datatype\": \"boolean\"},\n    {\"name\": \"track_goals\", \"datatype\": \"boolean\"},\n    {\"name\": \"track_html_clicks\", \"datatype\": \"boolean\"},\n    {\"name\": \"track_opens\", \"datatype\": \"boolean\"},\n    {\"name\": \"track_text_clicks\", \"datatype\": \"boolean\"},\n    {\"name\": \"use_conversation\", \"datatype\": dbt.type_int()}\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": 1762480775.5443492, "supported_languages": null}, "macro.mailchimp.get_unsubscribe_columns": {"name": "get_unsubscribe_columns", "resource_type": "macro", "package_name": "mailchimp", "path": "macros/staging/get_unsubscribe_columns.sql", "original_file_path": "macros/staging/get_unsubscribe_columns.sql", "unique_id": "macro.mailchimp.get_unsubscribe_columns", "macro_sql": "{% macro get_unsubscribe_columns() %}\n\n{% set columns = [\n    {\"name\": \"_fivetran_synced\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"campaign_id\", \"datatype\": dbt.type_string()},\n    {\"name\": \"list_id\", \"datatype\": dbt.type_string()},\n    {\"name\": \"member_id\", \"datatype\": dbt.type_string()},\n    {\"name\": \"reason\", \"datatype\": dbt.type_int()},\n    {\"name\": \"timestamp\", \"datatype\": dbt.type_timestamp()}\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": 1762480775.5458329, "supported_languages": null}, "macro.mailchimp.get_automation_recipient_activity_columns": {"name": "get_automation_recipient_activity_columns", "resource_type": "macro", "package_name": "mailchimp", "path": "macros/staging/get_automation_recipient_activity_columns.sql", "original_file_path": "macros/staging/get_automation_recipient_activity_columns.sql", "unique_id": "macro.mailchimp.get_automation_recipient_activity_columns", "macro_sql": "{% macro get_automation_recipient_activity_columns() %}\n\n{% set columns = [\n    {\"name\": \"_fivetran_synced\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"action\", \"datatype\": dbt.type_string()},\n    {\"name\": \"automation_email_id\", \"datatype\": dbt.type_string()},\n    {\"name\": \"bounce_type\", \"datatype\": dbt.type_int()},\n    {\"name\": \"ip\", \"datatype\": dbt.type_string()},\n    {\"name\": \"list_id\", \"datatype\": dbt.type_string()},\n    {\"name\": \"member_id\", \"datatype\": dbt.type_string()},\n    {\"name\": \"timestamp\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"url\", \"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": 1762480775.5478013, "supported_languages": null}, "macro.mailchimp.mailchimp_union_connections": {"name": "mailchimp_union_connections", "resource_type": "macro", "package_name": "mailchimp", "path": "macros/union/union_connections.sql", "original_file_path": "macros/union/union_connections.sql", "unique_id": "macro.mailchimp.mailchimp_union_connections", "macro_sql": "{% macro mailchimp_union_connections(connection_dictionary, single_source_name, single_table_name, default_identifier=single_table_name) %}\n\n{{ adapter.dispatch('mailchimp_union_connections', 'mailchimp') (connection_dictionary, single_source_name, single_table_name, default_identifier) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.mailchimp.default__mailchimp_union_connections"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1762480775.549254, "supported_languages": null}, "macro.mailchimp.default__mailchimp_union_connections": {"name": "default__mailchimp_union_connections", "resource_type": "macro", "package_name": "mailchimp", "path": "macros/union/union_connections.sql", "original_file_path": "macros/union/union_connections.sql", "unique_id": "macro.mailchimp.default__mailchimp_union_connections", "macro_sql": "{% macro default__mailchimp_union_connections(connection_dictionary, single_source_name, single_table_name, default_identifier=single_table_name) %}\n\n{%- set exception_warning = \"\\n\\nPlease be aware: The \" ~ single_source_name|upper ~ \".\" ~ single_table_name|upper ~ \" table was not found in your schema(s). The Fivetran Data Model will create a completely empty 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{%- set using_empty_table_warnings = (execute and not var('fivetran__remove_empty_table_warnings', false)) %}\n{%- set connections = var(connection_dictionary, []) %}\n{%- set using_unioning = connections | length > 0 %}\n\n{%- if using_unioning %}\n{# For unioning #}\n    {%- set relations = [] -%}\n    {%- for connection in connections -%}\n\n    {% if var('has_defined_sources', false) %}\n        {%- set database = source(connection.name, single_table_name).database %}\n        {%- set schema = source(connection.name, single_table_name).schema %}\n        {%- set identifier = source(connection.name, single_table_name).identifier %}\n    {%- else %}\n        {%- set database = connection.database if connection.database else target.database %}\n        {%- set schema = connection.schema if connection.schema else single_source_name %}\n        {%- set identifier = default_identifier %}\n    {%- endif %}\n    \n    {%- set relation=adapter.get_relation(\n        database=database,\n        schema=schema,\n        identifier=identifier\n        )\n    -%}\n\n    {%- if relation is not none -%}\n        {%- do relations.append(relation) -%}\n    {%- endif -%}\n\n    -- ** Values passed to adapter.get_relation:\n    {{ '-- database: ' ~ database }}\n    {{ '-- schema: ' ~ schema }}\n    {{ '-- identifier: ' ~ identifier ~ '\\n' }}\n\n    {%- endfor -%}\n\n    {%- if relations != [] -%}\n        {{ mailchimp.mailchimp_union_relations(relations) }}\n\n    {%- else -%}\n        {{ exceptions.warn(exception_warning) if using_empty_table_warnings }}\n\n        select\n            cast(null as {{ dbt.type_string() }}) as _dbt_source_relation\n        limit {{ '0' if target.type != 'redshift' else '1' }}\n    {%- endif -%}\n\n{% else %}\n{# Not unioning #}\n\n    {% set identifier_var = single_source_name + \"_\" + single_table_name + \"_identifier\"%}\n    {%- set database = source(single_source_name, single_table_name).database %}\n    {%- set schema =   source(single_source_name, single_table_name).schema %}\n    {%- set identifier = source(single_source_name, single_table_name).identifier %}\n\n    {%- set relation=adapter.get_relation(\n        database=database,\n        schema=schema,\n        identifier=identifier\n        )\n    -%}\n\n    -- ** Values passed to adapter.get_relation:\n    {{ '-- full-identifier_var: ' ~ identifier_var }}\n    {{ '-- database: ' ~ database }}                            \n    {{ '-- schema: ' ~ schema }}\n    {{ '-- identifier: ' ~ identifier ~ '\\n' }}\n\n    {% if relation is not none -%}\n        select\n            {{ dbt_utils.star(from=source(single_source_name, single_table_name)) }}\n        from {{ source(single_source_name, single_table_name) }} as source_table\n\n    {% else %}\n        {{ exceptions.warn(exception_warning) if using_empty_table_warnings }}\n\n        select\n            cast(null as {{ dbt.type_string() }}) as _dbt_source_relation\n        limit {{ '0' if target.type != 'redshift' else '1' }}\n    {%- endif -%}\n{% endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.mailchimp.mailchimp_union_relations", "macro.dbt.type_string", "macro.dbt_utils.star"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1762480775.5544932, "supported_languages": null}, "macro.mailchimp.mailchimp_union_relations": {"name": "mailchimp_union_relations", "resource_type": "macro", "package_name": "mailchimp", "path": "macros/union/union_relations.sql", "original_file_path": "macros/union/union_relations.sql", "unique_id": "macro.mailchimp.mailchimp_union_relations", "macro_sql": "\n\n{%- macro mailchimp_union_relations(relations, aliases=none, column_override=none, include=[], exclude=[], source_column_name='_dbt_source_relation', where=none) -%}\n    {{ return(adapter.dispatch('mailchimp_union_relations', 'mailchimp')(relations, aliases, column_override, include, exclude, source_column_name, where)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.mailchimp.default__mailchimp_union_relations"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1762480775.556643, "supported_languages": null}, "macro.mailchimp.default__mailchimp_union_relations": {"name": "default__mailchimp_union_relations", "resource_type": "macro", "package_name": "mailchimp", "path": "macros/union/union_relations.sql", "original_file_path": "macros/union/union_relations.sql", "unique_id": "macro.mailchimp.default__mailchimp_union_relations", "macro_sql": "\n\n{%- macro default__mailchimp_union_relations(relations, aliases=none, 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, 'mailchimp_union_relations') -%}\n        {%- do dbt_utils._is_ephemeral(relation, 'mailchimp_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.database ~ '.' ~ relation.schema) }} 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            {# This alias is the only addition made to the dbt_utils.union_relations() code. Avoids errors if the table is named a reserved keyword #}\n            from {{ aliases[loop.index0] if aliases else relation }} as unioned_relation_{{ loop.index }}\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": 1762480775.5634992, "supported_languages": null}, "macro.mailchimp.partition_by_source_relation": {"name": "partition_by_source_relation", "resource_type": "macro", "package_name": "mailchimp", "path": "macros/union/partition_by_source_relation.sql", "original_file_path": "macros/union/partition_by_source_relation.sql", "unique_id": "macro.mailchimp.partition_by_source_relation", "macro_sql": "{%- macro partition_by_source_relation(has_other_partitions='yes', alias=None) -%}\n\n{{ adapter.dispatch('partition_by_source_relation', 'mailchimp') (has_other_partitions, alias) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.mailchimp.default__partition_by_source_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1762480775.5642457, "supported_languages": null}, "macro.mailchimp.default__partition_by_source_relation": {"name": "default__partition_by_source_relation", "resource_type": "macro", "package_name": "mailchimp", "path": "macros/union/partition_by_source_relation.sql", "original_file_path": "macros/union/partition_by_source_relation.sql", "unique_id": "macro.mailchimp.default__partition_by_source_relation", "macro_sql": "{% macro default__partition_by_source_relation(has_other_partitions='yes', alias=None) -%}\n    {% set prefix = '' if alias is none else alias ~ '.' %}\n\n    {%- if has_other_partitions == 'no' -%}\n        {{ 'partition by ' ~ prefix ~ 'source_relation' if var('mailchimp_sources', [])|length > 1 }}\n    {%- else -%}\n        {{ ', ' ~ prefix ~ 'source_relation' if var('mailchimp_sources', [])|length > 1 }}\n    {%- endif -%}\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1762480775.5652132, "supported_languages": null}, "macro.mailchimp.apply_source_relation": {"name": "apply_source_relation", "resource_type": "macro", "package_name": "mailchimp", "path": "macros/union/apply_source_relation.sql", "original_file_path": "macros/union/apply_source_relation.sql", "unique_id": "macro.mailchimp.apply_source_relation", "macro_sql": "{% macro apply_source_relation() -%}\n\n{{ adapter.dispatch('apply_source_relation', 'mailchimp') () }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.mailchimp.default__apply_source_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1762480775.5657358, "supported_languages": null}, "macro.mailchimp.default__apply_source_relation": {"name": "default__apply_source_relation", "resource_type": "macro", "package_name": "mailchimp", "path": "macros/union/apply_source_relation.sql", "original_file_path": "macros/union/apply_source_relation.sql", "unique_id": "macro.mailchimp.default__apply_source_relation", "macro_sql": "{% macro default__apply_source_relation() -%}\n\n{% if var('mailchimp_sources', []) != [] %}\n, _dbt_source_relation as source_relation\n{% else %}\n, '{{ var(\"mailchimp_database\", target.database) }}' || '.'|| '{{ var(\"mailchimp_schema\", \"mailchimp\") }}' as source_relation\n{% endif %}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1762480775.566323, "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.mailchimp.source_relation": {"name": "source_relation", "resource_type": "doc", "package_name": "mailchimp", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.mailchimp.source_relation", "block_contents": "Identifies the record's source."}, "doc.mailchimp.campaign_sends": {"name": "campaign_sends", "resource_type": "doc", "package_name": "mailchimp", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.mailchimp.campaign_sends", "block_contents": "The number of sent emails from campaigns."}, "doc.mailchimp.campaign_opens": {"name": "campaign_opens", "resource_type": "doc", "package_name": "mailchimp", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.mailchimp.campaign_opens", "block_contents": "The number of open events from campaign emails. \nThe same email being opened multiple times is included in this metric."}, "doc.mailchimp.campaign_clicks": {"name": "campaign_clicks", "resource_type": "doc", "package_name": "mailchimp", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.mailchimp.campaign_clicks", "block_contents": "The number of click events from campaign emails. \nThe same email being clicked multiple times is included in this metric."}, "doc.mailchimp.campaign_unique_opens": {"name": "campaign_unique_opens", "resource_type": "doc", "package_name": "mailchimp", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.mailchimp.campaign_unique_opens", "block_contents": "The unique number of emails opened from campaign emails. \nIf a given email to a user was opened multiple times, it will only count once in this metric.\nThis is the metric for opens that is reported by Mailchimp."}, "doc.mailchimp.campaign_unique_clicks": {"name": "campaign_unique_clicks", "resource_type": "doc", "package_name": "mailchimp", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.mailchimp.campaign_unique_clicks", "block_contents": "The unique number of emails clicked from campaign emails. \nIf a given email to a user was clicked multiple times, it will only count once in this metric.\nThis is the metric for clicks that is reported by Mailchimp."}, "doc.mailchimp.campaign_unsubscribes": {"name": "campaign_unsubscribes", "resource_type": "doc", "package_name": "mailchimp", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.mailchimp.campaign_unsubscribes", "block_contents": "The number of users who have unsubscribed from campaign emails."}, "doc.mailchimp.automation_sends": {"name": "automation_sends", "resource_type": "doc", "package_name": "mailchimp", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.mailchimp.automation_sends", "block_contents": "The number of sent emails from automations."}, "doc.mailchimp.automation_opens": {"name": "automation_opens", "resource_type": "doc", "package_name": "mailchimp", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.mailchimp.automation_opens", "block_contents": "The number of open events from automation emails. \nThe same email being opened multiple times is included in this metric."}, "doc.mailchimp.automation_clicks": {"name": "automation_clicks", "resource_type": "doc", "package_name": "mailchimp", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.mailchimp.automation_clicks", "block_contents": "The number of click events from automation emails. \nThe same email being clicked multiple times is included in this metric."}, "doc.mailchimp.automation_unique_opens": {"name": "automation_unique_opens", "resource_type": "doc", "package_name": "mailchimp", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.mailchimp.automation_unique_opens", "block_contents": "The unique number of emails opened from automation emails. \nIf a given email to a user was opened multiple times, it will only count once in this metric.\nThis is the metric for opens that is reported by Mailchimp."}, "doc.mailchimp.automation_unique_clicks": {"name": "automation_unique_clicks", "resource_type": "doc", "package_name": "mailchimp", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.mailchimp.automation_unique_clicks", "block_contents": "The unique number of emails clicked from automation emails. \nIf a given email to a user was clicked multiple times, it will only count once in this metric.\nThis is the metric for clicks that is reported by Mailchimp."}, "doc.mailchimp.automation_unsubscribes": {"name": "automation_unsubscribes", "resource_type": "doc", "package_name": "mailchimp", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.mailchimp.automation_unsubscribes", "block_contents": "The number of users who have unsubscribed from automation emails."}}, "exposures": {}, "metrics": {}, "groups": {}, "selectors": {}, "disabled": {"test.mailchimp_integration_tests.consistency_automation_emails": [{"database": "postgres", "schema": "public_dbt_test__audit", "name": "consistency_automation_emails", "resource_type": "test", "package_name": "mailchimp_integration_tests", "path": "consistency/consistency_automation_emails.sql", "original_file_path": "tests/consistency/consistency_automation_emails.sql", "unique_id": "test.mailchimp_integration_tests.consistency_automation_emails", "fqn": ["mailchimp_integration_tests", "consistency", "consistency_automation_emails"], "alias": "consistency_automation_emails", "checksum": {"name": "sha256", "checksum": "02724abab0abcd4f9afe31ba3d8fd77445cc16211bac4cfb74261e14d770e3c9"}, "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": 1762480776.2994065, "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 {{ dbt_utils.star(from=ref('mailchimp__automation_emails'), except=var('consistency_test_exclude_cols', [])) }}\n    from {{ target.schema }}_mailchimp_prod.mailchimp__automation_emails\n),\n\ndev as (\n    select {{ dbt_utils.star(from=ref('mailchimp__automation_emails'), except=var('consistency_test_exclude_cols', [])) }}\n    from {{ target.schema }}_mailchimp_dev.mailchimp__automation_emails\n), \n\nprod_not_in_dev as (\n    -- rows from prod not found in dev\n    select * from prod\n    except distinct\n    select * from dev\n),\n\ndev_not_in_prod as (\n    -- rows from dev not found in prod\n    select * from dev\n    except distinct\n    select * from prod\n),\n\nfinal as (\n    select\n        *,\n        'from prod' as source\n    from prod_not_in_dev\n\n    union all -- union since we only care if rows are produced\n\n    select\n        *,\n        'from dev' as source\n    from dev_not_in_prod\n)\n\nselect *\nfrom final", "doc_blocks": [], "language": "sql", "refs": [{"name": "mailchimp__automation_emails", "package": null, "version": null}, {"name": "mailchimp__automation_emails", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.star"], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.mailchimp_integration_tests.consistency_automation_activities": [{"database": "postgres", "schema": "public_dbt_test__audit", "name": "consistency_automation_activities", "resource_type": "test", "package_name": "mailchimp_integration_tests", "path": "consistency/consistency_automation_activities.sql", "original_file_path": "tests/consistency/consistency_automation_activities.sql", "unique_id": "test.mailchimp_integration_tests.consistency_automation_activities", "fqn": ["mailchimp_integration_tests", "consistency", "consistency_automation_activities"], "alias": "consistency_automation_activities", "checksum": {"name": "sha256", "checksum": "81713f24712739601c48a3063bb9e03ddef8b552454070ae70a8eea3ce041231"}, "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": 1762480776.3495498, "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 {{ dbt_utils.star(from=ref('mailchimp__automation_activities'), except=var('consistency_test_exclude_cols', [])) }}\n    from {{ target.schema }}_mailchimp_prod.mailchimp__automation_activities\n),\n\ndev as (\n    select {{ dbt_utils.star(from=ref('mailchimp__automation_activities'), except=var('consistency_test_exclude_cols', [])) }}\n    from {{ target.schema }}_mailchimp_dev.mailchimp__automation_activities\n), \n\nprod_not_in_dev as (\n    -- rows from prod not found in dev\n    select * from prod\n    except distinct\n    select * from dev\n),\n\ndev_not_in_prod as (\n    -- rows from dev not found in prod\n    select * from dev\n    except distinct\n    select * from prod\n),\n\nfinal as (\n    select\n        *,\n        'from prod' as source\n    from prod_not_in_dev\n\n    union all -- union since we only care if rows are produced\n\n    select\n        *,\n        'from dev' as source\n    from dev_not_in_prod\n)\n\nselect *\nfrom final", "doc_blocks": [], "language": "sql", "refs": [{"name": "mailchimp__automation_activities", "package": null, "version": null}, {"name": "mailchimp__automation_activities", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.star"], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.mailchimp_integration_tests.consistency_campaign_activities": [{"database": "postgres", "schema": "public_dbt_test__audit", "name": "consistency_campaign_activities", "resource_type": "test", "package_name": "mailchimp_integration_tests", "path": "consistency/consistency_campaign_activities.sql", "original_file_path": "tests/consistency/consistency_campaign_activities.sql", "unique_id": "test.mailchimp_integration_tests.consistency_campaign_activities", "fqn": ["mailchimp_integration_tests", "consistency", "consistency_campaign_activities"], "alias": "consistency_campaign_activities", "checksum": {"name": "sha256", "checksum": "d61745e72dbc2f90043aeea556df72705ad1053407c48d7bbe9fbbd4c37e7d95"}, "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": 1762480776.3573086, "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 {{ dbt_utils.star(from=ref('mailchimp__campaign_activities'), except=var('consistency_test_exclude_cols', [])) }}\n    from {{ target.schema }}_mailchimp_prod.mailchimp__campaign_activities\n),\n\ndev as (\n    select {{ dbt_utils.star(from=ref('mailchimp__campaign_activities'), except=var('consistency_test_exclude_cols', [])) }}\n    from {{ target.schema }}_mailchimp_dev.mailchimp__campaign_activities\n), \n\nprod_not_in_dev as (\n    -- rows from prod not found in dev\n    select * from prod\n    except distinct\n    select * from dev\n),\n\ndev_not_in_prod as (\n    -- rows from dev not found in prod\n    select * from dev\n    except distinct\n    select * from prod\n),\n\nfinal as (\n    select\n        *,\n        'from prod' as source\n    from prod_not_in_dev\n\n    union all -- union since we only care if rows are produced\n\n    select\n        *,\n        'from dev' as source\n    from dev_not_in_prod\n)\n\nselect *\nfrom final", "doc_blocks": [], "language": "sql", "refs": [{"name": "mailchimp__campaign_activities", "package": null, "version": null}, {"name": "mailchimp__campaign_activities", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.star"], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.mailchimp_integration_tests.consistency_members": [{"database": "postgres", "schema": "public_dbt_test__audit", "name": "consistency_members", "resource_type": "test", "package_name": "mailchimp_integration_tests", "path": "consistency/consistency_members.sql", "original_file_path": "tests/consistency/consistency_members.sql", "unique_id": "test.mailchimp_integration_tests.consistency_members", "fqn": ["mailchimp_integration_tests", "consistency", "consistency_members"], "alias": "consistency_members", "checksum": {"name": "sha256", "checksum": "268345a70dff570d21816f8af6ef8e0a161f980ef19b7cf3ee765be51d80246a"}, "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": 1762480776.3650012, "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 {{ dbt_utils.star(from=ref('mailchimp__members'), except=var('consistency_test_exclude_cols', [])) }}\n    from {{ target.schema }}_mailchimp_prod.mailchimp__members\n),\n\ndev as (\n    select {{ dbt_utils.star(from=ref('mailchimp__members'), except=var('consistency_test_exclude_cols', [])) }}\n    from {{ target.schema }}_mailchimp_dev.mailchimp__members\n), \n\nprod_not_in_dev as (\n    -- rows from prod not found in dev\n    select * from prod\n    except distinct\n    select * from dev\n),\n\ndev_not_in_prod as (\n    -- rows from dev not found in prod\n    select * from dev\n    except distinct\n    select * from prod\n),\n\nfinal as (\n    select\n        *,\n        'from prod' as source\n    from prod_not_in_dev\n\n    union all -- union since we only care if rows are produced\n\n    select\n        *,\n        'from dev' as source\n    from dev_not_in_prod\n)\n\nselect *\nfrom final", "doc_blocks": [], "language": "sql", "refs": [{"name": "mailchimp__members", "package": null, "version": null}, {"name": "mailchimp__members", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.star"], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.mailchimp_integration_tests.consistency_lists": [{"database": "postgres", "schema": "public_dbt_test__audit", "name": "consistency_lists", "resource_type": "test", "package_name": "mailchimp_integration_tests", "path": "consistency/consistency_lists.sql", "original_file_path": "tests/consistency/consistency_lists.sql", "unique_id": "test.mailchimp_integration_tests.consistency_lists", "fqn": ["mailchimp_integration_tests", "consistency", "consistency_lists"], "alias": "consistency_lists", "checksum": {"name": "sha256", "checksum": "f5ed1591cbc94a4bc33ae461b5c7eb6da7a02d7aa3dbd18bb6e39dfa95963df6"}, "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": 1762480776.3727117, "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 {{ dbt_utils.star(from=ref('mailchimp__lists'), except=var('consistency_test_exclude_cols', [])) }}\n    from {{ target.schema }}_mailchimp_prod.mailchimp__lists\n),\n\ndev as (\n    select {{ dbt_utils.star(from=ref('mailchimp__lists'), except=var('consistency_test_exclude_cols', [])) }}\n    from {{ target.schema }}_mailchimp_dev.mailchimp__lists\n), \n\nprod_not_in_dev as (\n    -- rows from prod not found in dev\n    select * from prod\n    except distinct\n    select * from dev\n),\n\ndev_not_in_prod as (\n    -- rows from dev not found in prod\n    select * from dev\n    except distinct\n    select * from prod\n),\n\nfinal as (\n    select\n        *,\n        'from prod' as source\n    from prod_not_in_dev\n\n    union all -- union since we only care if rows are produced\n\n    select\n        *,\n        'from dev' as source\n    from dev_not_in_prod\n)\n\nselect *\nfrom final", "doc_blocks": [], "language": "sql", "refs": [{"name": "mailchimp__lists", "package": null, "version": null}, {"name": "mailchimp__lists", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.star"], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.mailchimp_integration_tests.consistency_automations": [{"database": "postgres", "schema": "public_dbt_test__audit", "name": "consistency_automations", "resource_type": "test", "package_name": "mailchimp_integration_tests", "path": "consistency/consistency_automations.sql", "original_file_path": "tests/consistency/consistency_automations.sql", "unique_id": "test.mailchimp_integration_tests.consistency_automations", "fqn": ["mailchimp_integration_tests", "consistency", "consistency_automations"], "alias": "consistency_automations", "checksum": {"name": "sha256", "checksum": "97d56ff8df5bee332e42eac741d5c06f35f372142f79cbfb2855b8e4b7f02748"}, "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": 1762480776.381089, "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 {{ dbt_utils.star(from=ref('mailchimp__automations'), \n        except=['trigger_settings'] + var('consistency_test_exclude_cols', [])) }}\n        -- have to exclude trigger_settings since it's a json column\n    from {{ target.schema }}_mailchimp_prod.mailchimp__automations\n),\n\ndev as (\n    select {{ dbt_utils.star(from=ref('mailchimp__automations'), \n        except=['trigger_settings'] + var('consistency_test_exclude_cols', [])) }}\n    from {{ target.schema }}_mailchimp_dev.mailchimp__automations\n), \n\nprod_not_in_dev as (\n    -- rows from prod not found in dev\n    select * from prod\n    except distinct\n    select * from dev\n),\n\ndev_not_in_prod as (\n    -- rows from dev not found in prod\n    select * from dev\n    except distinct\n    select * from prod\n),\n\nfinal as (\n    select\n        *,\n        'from prod' as source\n    from prod_not_in_dev\n\n    union all -- union since we only care if rows are produced\n\n    select\n        *,\n        'from dev' as source\n    from dev_not_in_prod\n)\n\nselect *\nfrom final", "doc_blocks": [], "language": "sql", "refs": [{"name": "mailchimp__automations", "package": null, "version": null}, {"name": "mailchimp__automations", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.star"], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.mailchimp_integration_tests.consistency_campaigns": [{"database": "postgres", "schema": "public_dbt_test__audit", "name": "consistency_campaigns", "resource_type": "test", "package_name": "mailchimp_integration_tests", "path": "consistency/consistency_campaigns.sql", "original_file_path": "tests/consistency/consistency_campaigns.sql", "unique_id": "test.mailchimp_integration_tests.consistency_campaigns", "fqn": ["mailchimp_integration_tests", "consistency", "consistency_campaigns"], "alias": "consistency_campaigns", "checksum": {"name": "sha256", "checksum": "f0e77857061dafdd5e982bf619fd95ed918294a231381d30cb3af91c9152ac2c"}, "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": 1762480776.3891237, "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 {{ dbt_utils.star(from=ref('mailchimp__campaigns'), except=var('consistency_test_exclude_cols', [])) }}\n    from {{ target.schema }}_mailchimp_prod.mailchimp__campaigns\n),\n\ndev as (\n    select {{ dbt_utils.star(from=ref('mailchimp__campaigns'), except=var('consistency_test_exclude_cols', [])) }}\n    from {{ target.schema }}_mailchimp_dev.mailchimp__campaigns\n), \n\nprod_not_in_dev as (\n    -- rows from prod not found in dev\n    select * from prod\n    except distinct\n    select * from dev\n),\n\ndev_not_in_prod as (\n    -- rows from dev not found in prod\n    select * from dev\n    except distinct\n    select * from prod\n),\n\nfinal as (\n    select\n        *,\n        'from prod' as source\n    from prod_not_in_dev\n\n    union all -- union since we only care if rows are produced\n\n    select\n        *,\n        'from dev' as source\n    from dev_not_in_prod\n)\n\nselect *\nfrom final", "doc_blocks": [], "language": "sql", "refs": [{"name": "mailchimp__campaigns", "package": null, "version": null}, {"name": "mailchimp__campaigns", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.star"], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.mailchimp_integration_tests.consistency_segments": [{"database": "postgres", "schema": "public_dbt_test__audit", "name": "consistency_segments", "resource_type": "test", "package_name": "mailchimp_integration_tests", "path": "consistency/consistency_segments.sql", "original_file_path": "tests/consistency/consistency_segments.sql", "unique_id": "test.mailchimp_integration_tests.consistency_segments", "fqn": ["mailchimp_integration_tests", "consistency", "consistency_segments"], "alias": "consistency_segments", "checksum": {"name": "sha256", "checksum": "4172b3e5c304abd942bc09505a48e7733f569eee97b308508591dea8a72e436a"}, "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": 1762480776.396836, "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 {{ dbt_utils.star(from=ref('mailchimp__segments'), except=var('consistency_test_exclude_cols', [])) }}\n    from {{ target.schema }}_mailchimp_prod.mailchimp__segments\n),\n\ndev as (\n    select {{ dbt_utils.star(from=ref('mailchimp__segments'), except=var('consistency_test_exclude_cols', [])) }}\n    from {{ target.schema }}_mailchimp_dev.mailchimp__segments\n), \n\nprod_not_in_dev as (\n    -- rows from prod not found in dev\n    select * from prod\n    except distinct\n    select * from dev\n),\n\ndev_not_in_prod as (\n    -- rows from dev not found in prod\n    select * from dev\n    except distinct\n    select * from prod\n),\n\nfinal as (\n    select\n        *,\n        'from prod' as source\n    from prod_not_in_dev\n\n    union all -- union since we only care if rows are produced\n\n    select\n        *,\n        'from dev' as source\n    from dev_not_in_prod\n)\n\nselect *\nfrom final", "doc_blocks": [], "language": "sql", "refs": [{"name": "mailchimp__segments", "package": null, "version": null}, {"name": "mailchimp__segments", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.star"], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.mailchimp_integration_tests.consistency_campaign_recipients": [{"database": "postgres", "schema": "public_dbt_test__audit", "name": "consistency_campaign_recipients", "resource_type": "test", "package_name": "mailchimp_integration_tests", "path": "consistency/consistency_campaign_recipients.sql", "original_file_path": "tests/consistency/consistency_campaign_recipients.sql", "unique_id": "test.mailchimp_integration_tests.consistency_campaign_recipients", "fqn": ["mailchimp_integration_tests", "consistency", "consistency_campaign_recipients"], "alias": "consistency_campaign_recipients", "checksum": {"name": "sha256", "checksum": "79f88898589ce33032203d4a4a05ab10e1e06351f02ce53bfc605eaba2c1f07b"}, "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": 1762480776.4044325, "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 {{ dbt_utils.star(from=ref('mailchimp__campaign_recipients'), except=var('consistency_test_exclude_cols', [])) }}\n    from {{ target.schema }}_mailchimp_prod.mailchimp__campaign_recipients\n),\n\ndev as (\n    select {{ dbt_utils.star(from=ref('mailchimp__campaign_recipients'), except=var('consistency_test_exclude_cols', [])) }}\n    from {{ target.schema }}_mailchimp_dev.mailchimp__campaign_recipients\n), \n\nprod_not_in_dev as (\n    -- rows from prod not found in dev\n    select * from prod\n    except distinct\n    select * from dev\n),\n\ndev_not_in_prod as (\n    -- rows from dev not found in prod\n    select * from dev\n    except distinct\n    select * from prod\n),\n\nfinal as (\n    select\n        *,\n        'from prod' as source\n    from prod_not_in_dev\n\n    union all -- union since we only care if rows are produced\n\n    select\n        *,\n        'from dev' as source\n    from dev_not_in_prod\n)\n\nselect *\nfrom final", "doc_blocks": [], "language": "sql", "refs": [{"name": "mailchimp__campaign_recipients", "package": null, "version": null}, {"name": "mailchimp__campaign_recipients", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.star"], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}]}, "parent_map": {"seed.mailchimp_integration_tests.member": [], "seed.mailchimp_integration_tests.campaign_recipient_activity": [], "seed.mailchimp_integration_tests.campaign": [], "seed.mailchimp_integration_tests.segment": [], "seed.mailchimp_integration_tests.list": [], "seed.mailchimp_integration_tests.campaign_recipient": [], "seed.mailchimp_integration_tests.automation_recipient_activity": [], "seed.mailchimp_integration_tests.segment_member": [], "seed.mailchimp_integration_tests.automation": [], "seed.mailchimp_integration_tests.unsubscribe": [], "seed.mailchimp_integration_tests.automation_email": [], "seed.mailchimp_integration_tests.automation_recipient": [], "model.mailchimp.mailchimp__lists": ["model.mailchimp.int_mailchimp__automation_activities_by_list", "model.mailchimp.int_mailchimp__campaign_activities_by_list", "model.mailchimp.int_mailchimp__members_by_list", "model.mailchimp.stg_mailchimp__lists"], "model.mailchimp.mailchimp__campaign_recipients": ["model.mailchimp.int_mailchimp__campaign_activities_by_email", "model.mailchimp.stg_mailchimp__campaign_recipients", "model.mailchimp.stg_mailchimp__campaigns", "model.mailchimp.stg_mailchimp__unsubscribes"], "model.mailchimp.mailchimp__campaign_activities": ["model.mailchimp.stg_mailchimp__campaign_activities", "model.mailchimp.stg_mailchimp__campaigns"], "model.mailchimp.mailchimp__automations": ["model.mailchimp.int_mailchimp__automation_activities_by_automation", "model.mailchimp.stg_mailchimp__automations"], "model.mailchimp.mailchimp__segments": ["model.mailchimp.int_mailchimp__automation_activities_by_segment", "model.mailchimp.int_mailchimp__campaign_activities_by_segment", "model.mailchimp.stg_mailchimp__lists", "model.mailchimp.stg_mailchimp__segments"], "model.mailchimp.mailchimp__campaigns": ["model.mailchimp.int_mailchimp__campaign_activities_by_campaign", "model.mailchimp.stg_mailchimp__campaigns"], "model.mailchimp.mailchimp__automation_activities": ["model.mailchimp.stg_mailchimp__automation_activities", "model.mailchimp.stg_mailchimp__automation_emails", "model.mailchimp.stg_mailchimp__automations"], "model.mailchimp.mailchimp__automation_emails": ["model.mailchimp.int_mailchimp__automation_activities_by_email", "model.mailchimp.stg_mailchimp__automation_emails", "model.mailchimp.stg_mailchimp__automations"], "model.mailchimp.mailchimp__members": ["model.mailchimp.int_mailchimp__automation_activities_by_member", "model.mailchimp.int_mailchimp__campaign_activities_by_member", "model.mailchimp.stg_mailchimp__members"], "model.mailchimp.stg_mailchimp__campaign_recipients": ["model.mailchimp.stg_mailchimp__campaign_recipients_tmp"], "model.mailchimp.stg_mailchimp__unsubscribes": ["model.mailchimp.stg_mailchimp__unsubscribes_tmp"], "model.mailchimp.stg_mailchimp__automations": ["model.mailchimp.stg_mailchimp__automations_tmp"], "model.mailchimp.stg_mailchimp__members": ["model.mailchimp.stg_mailchimp__members_tmp"], "model.mailchimp.stg_mailchimp__campaigns": ["model.mailchimp.stg_mailchimp__campaigns_tmp"], "model.mailchimp.stg_mailchimp__campaign_activities": ["model.mailchimp.stg_mailchimp__campaign_activities_tmp"], "model.mailchimp.stg_mailchimp__automation_recipients": ["model.mailchimp.stg_mailchimp__automation_recipients_tmp"], "model.mailchimp.stg_mailchimp__segments": ["model.mailchimp.stg_mailchimp__segments_tmp"], "model.mailchimp.stg_mailchimp__lists": ["model.mailchimp.stg_mailchimp__lists_tmp"], "model.mailchimp.stg_mailchimp__segment_members": ["model.mailchimp.stg_mailchimp__segment_members_tmp"], "model.mailchimp.stg_mailchimp__automation_activities": ["model.mailchimp.stg_mailchimp__automation_activities_tmp"], "model.mailchimp.stg_mailchimp__automation_emails": ["model.mailchimp.stg_mailchimp__automation_emails_tmp"], "model.mailchimp.stg_mailchimp__automations_tmp": ["source.mailchimp.mailchimp.automation"], "model.mailchimp.stg_mailchimp__campaigns_tmp": ["source.mailchimp.mailchimp.campaign"], "model.mailchimp.stg_mailchimp__segments_tmp": ["source.mailchimp.mailchimp.segment"], "model.mailchimp.stg_mailchimp__automation_recipients_tmp": ["source.mailchimp.mailchimp.automation_recipient"], "model.mailchimp.stg_mailchimp__automation_emails_tmp": ["source.mailchimp.mailchimp.automation_email"], "model.mailchimp.stg_mailchimp__automation_activities_tmp": ["source.mailchimp.mailchimp.automation_recipient_activity"], "model.mailchimp.stg_mailchimp__unsubscribes_tmp": ["source.mailchimp.mailchimp.unsubscribe"], "model.mailchimp.stg_mailchimp__campaign_recipients_tmp": ["source.mailchimp.mailchimp.campaign_recipient"], "model.mailchimp.stg_mailchimp__campaign_activities_tmp": ["source.mailchimp.mailchimp.campaign_recipient_activity"], "model.mailchimp.stg_mailchimp__members_tmp": ["source.mailchimp.mailchimp.member"], "model.mailchimp.stg_mailchimp__segment_members_tmp": ["source.mailchimp.mailchimp.segment_member"], "model.mailchimp.stg_mailchimp__lists_tmp": ["source.mailchimp.mailchimp.list"], "model.mailchimp.int_mailchimp__campaign_activities_by_campaign": ["model.mailchimp.mailchimp__campaign_recipients"], "model.mailchimp.int_mailchimp__automation_activities_by_member": ["model.mailchimp.int_mailchimp__automation_recipients", "model.mailchimp.int_mailchimp__automation_unsubscribes", "model.mailchimp.mailchimp__automation_activities"], "model.mailchimp.int_mailchimp__campaign_activities_by_list": ["model.mailchimp.mailchimp__campaign_recipients"], "model.mailchimp.int_mailchimp__automation_recipients": ["model.mailchimp.stg_mailchimp__automation_emails", "model.mailchimp.stg_mailchimp__automation_recipients", "model.mailchimp.stg_mailchimp__automations"], "model.mailchimp.int_mailchimp__campaign_activities_by_member": ["model.mailchimp.mailchimp__campaign_recipients"], 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"test.mailchimp.not_null_mailchimp__campaign_activities_activity_id.358cb1d1f6": ["model.mailchimp.mailchimp__campaign_activities"], "test.mailchimp.not_null_mailchimp__automations_automation_id.99246c168e": ["model.mailchimp.mailchimp__automations"], "test.mailchimp.not_null_mailchimp__automation_emails_automation_email_id.b6ed84cd9c": ["model.mailchimp.mailchimp__automation_emails"], "test.mailchimp.not_null_mailchimp__automation_activities_activity_id.e225bd7be1": ["model.mailchimp.mailchimp__automation_activities"], "test.mailchimp.not_null_mailchimp__segments_segment_id.26bfa1b782": ["model.mailchimp.mailchimp__segments"], "test.mailchimp.not_null_stg_mailchimp__automation_activities_activity_id.0ae0f21475": ["model.mailchimp.stg_mailchimp__automation_activities"], "test.mailchimp.unique_stg_mailchimp__automation_activities_activity_id.1737f52a7d": ["model.mailchimp.stg_mailchimp__automation_activities"], "test.mailchimp.unique_stg_mailchimp__automation_emails_automation_email_id.a61e4c82c7": ["model.mailchimp.stg_mailchimp__automation_emails"], "test.mailchimp.not_null_stg_mailchimp__automation_emails_automation_email_id.019e811594": ["model.mailchimp.stg_mailchimp__automation_emails"], "test.mailchimp.not_null_stg_mailchimp__automation_recipients_automation_recipient_id.f0b2e24912": ["model.mailchimp.stg_mailchimp__automation_recipients"], "test.mailchimp.unique_stg_mailchimp__automation_recipients_automation_recipient_id.9c2cfa6272": ["model.mailchimp.stg_mailchimp__automation_recipients"], "test.mailchimp.unique_stg_mailchimp__automations_automation_id.455bcbd36b": ["model.mailchimp.stg_mailchimp__automations"], "test.mailchimp.not_null_stg_mailchimp__automations_automation_id.cf748ea94a": ["model.mailchimp.stg_mailchimp__automations"], "test.mailchimp.unique_stg_mailchimp__campaign_recipients_email_id.1e1843671d": ["model.mailchimp.stg_mailchimp__campaign_recipients"], "test.mailchimp.not_null_stg_mailchimp__campaign_recipients_email_id.e7aace8199": ["model.mailchimp.stg_mailchimp__campaign_recipients"], "test.mailchimp.unique_stg_mailchimp__campaign_activities_activity_id.1ed119dcbe": ["model.mailchimp.stg_mailchimp__campaign_activities"], "test.mailchimp.not_null_stg_mailchimp__campaign_activities_activity_id.7c968c29da": ["model.mailchimp.stg_mailchimp__campaign_activities"], "test.mailchimp.unique_stg_mailchimp__campaigns_campaign_id.534c6a58a0": ["model.mailchimp.stg_mailchimp__campaigns"], "test.mailchimp.not_null_stg_mailchimp__campaigns_campaign_id.b6967f01dd": ["model.mailchimp.stg_mailchimp__campaigns"], "test.mailchimp.unique_stg_mailchimp__lists_list_id.2d7d469b92": ["model.mailchimp.stg_mailchimp__lists"], "test.mailchimp.not_null_stg_mailchimp__lists_list_id.c08bbf9121": ["model.mailchimp.stg_mailchimp__lists"], "test.mailchimp.not_null_stg_mailchimp__members_member_id.70b6c824fb": ["model.mailchimp.stg_mailchimp__members"], "test.mailchimp.unique_stg_mailchimp__segments_segment_id.48f28610b5": ["model.mailchimp.stg_mailchimp__segments"], "test.mailchimp.not_null_stg_mailchimp__segments_segment_id.310ec9f744": ["model.mailchimp.stg_mailchimp__segments"], "test.mailchimp.not_null_stg_mailchimp__unsubscribes_unsubscribe_id.77bd90d9ab": ["model.mailchimp.stg_mailchimp__unsubscribes"], "test.mailchimp.unique_stg_mailchimp__unsubscribes_unsubscribe_id.c34aefd746": ["model.mailchimp.stg_mailchimp__unsubscribes"], "source.mailchimp.mailchimp.automation": [], "source.mailchimp.mailchimp.automation_email": [], "source.mailchimp.mailchimp.automation_recipient": [], "source.mailchimp.mailchimp.automation_recipient_activity": [], "source.mailchimp.mailchimp.campaign": [], "source.mailchimp.mailchimp.campaign_recipient": [], "source.mailchimp.mailchimp.campaign_recipient_activity": [], "source.mailchimp.mailchimp.segment": [], "source.mailchimp.mailchimp.segment_member": [], "source.mailchimp.mailchimp.list": [], "source.mailchimp.mailchimp.member": [], "source.mailchimp.mailchimp.unsubscribe": []}, "child_map": {"seed.mailchimp_integration_tests.member": [], "seed.mailchimp_integration_tests.campaign_recipient_activity": [], "seed.mailchimp_integration_tests.campaign": [], "seed.mailchimp_integration_tests.segment": [], "seed.mailchimp_integration_tests.list": [], "seed.mailchimp_integration_tests.campaign_recipient": [], "seed.mailchimp_integration_tests.automation_recipient_activity": [], "seed.mailchimp_integration_tests.segment_member": [], "seed.mailchimp_integration_tests.automation": [], "seed.mailchimp_integration_tests.unsubscribe": [], "seed.mailchimp_integration_tests.automation_email": [], "seed.mailchimp_integration_tests.automation_recipient": [], "model.mailchimp.mailchimp__lists": ["test.mailchimp.not_null_mailchimp__lists_list_id.310995cf61"], "model.mailchimp.mailchimp__campaign_recipients": ["model.mailchimp.int_mailchimp__campaign_activities_by_campaign", "model.mailchimp.int_mailchimp__campaign_activities_by_list", "model.mailchimp.int_mailchimp__campaign_activities_by_member", "model.mailchimp.int_mailchimp__campaign_activities_by_segment", "test.mailchimp.not_null_mailchimp__campaign_recipients_email_id.0ae99b3cf9"], "model.mailchimp.mailchimp__campaign_activities": ["model.mailchimp.int_mailchimp__campaign_activities_by_email", "test.mailchimp.not_null_mailchimp__campaign_activities_activity_id.358cb1d1f6"], "model.mailchimp.mailchimp__automations": ["test.mailchimp.not_null_mailchimp__automations_automation_id.99246c168e"], "model.mailchimp.mailchimp__segments": ["test.mailchimp.not_null_mailchimp__segments_segment_id.26bfa1b782"], "model.mailchimp.mailchimp__campaigns": ["test.mailchimp.not_null_mailchimp__campaigns_campaign_id.809cc27175"], "model.mailchimp.mailchimp__automation_activities": ["model.mailchimp.int_mailchimp__automation_activities_by_automation", "model.mailchimp.int_mailchimp__automation_activities_by_email", "model.mailchimp.int_mailchimp__automation_activities_by_list", "model.mailchimp.int_mailchimp__automation_activities_by_member", "model.mailchimp.int_mailchimp__automation_activities_by_segment", "test.mailchimp.not_null_mailchimp__automation_activities_activity_id.e225bd7be1"], "model.mailchimp.mailchimp__automation_emails": ["test.mailchimp.not_null_mailchimp__automation_emails_automation_email_id.b6ed84cd9c"], "model.mailchimp.mailchimp__members": ["model.mailchimp.int_mailchimp__members_by_list", "test.mailchimp.not_null_mailchimp__members_member_id.19fce1e360"], "model.mailchimp.stg_mailchimp__campaign_recipients": ["model.mailchimp.mailchimp__campaign_recipients", "test.mailchimp.not_null_stg_mailchimp__campaign_recipients_email_id.e7aace8199", "test.mailchimp.unique_stg_mailchimp__campaign_recipients_email_id.1e1843671d"], "model.mailchimp.stg_mailchimp__unsubscribes": ["model.mailchimp.int_mailchimp__automation_unsubscribes", "model.mailchimp.mailchimp__campaign_recipients", "test.mailchimp.not_null_stg_mailchimp__unsubscribes_unsubscribe_id.77bd90d9ab", "test.mailchimp.unique_stg_mailchimp__unsubscribes_unsubscribe_id.c34aefd746"], "model.mailchimp.stg_mailchimp__automations": ["model.mailchimp.int_mailchimp__automation_recipients", "model.mailchimp.int_mailchimp__automation_unsubscribes", "model.mailchimp.mailchimp__automation_activities", "model.mailchimp.mailchimp__automation_emails", "model.mailchimp.mailchimp__automations", "test.mailchimp.not_null_stg_mailchimp__automations_automation_id.cf748ea94a", "test.mailchimp.unique_stg_mailchimp__automations_automation_id.455bcbd36b"], "model.mailchimp.stg_mailchimp__members": ["model.mailchimp.mailchimp__members", "test.mailchimp.not_null_stg_mailchimp__members_member_id.70b6c824fb"], "model.mailchimp.stg_mailchimp__campaigns": ["model.mailchimp.mailchimp__campaign_activities", "model.mailchimp.mailchimp__campaign_recipients", "model.mailchimp.mailchimp__campaigns", "test.mailchimp.not_null_stg_mailchimp__campaigns_campaign_id.b6967f01dd", "test.mailchimp.unique_stg_mailchimp__campaigns_campaign_id.534c6a58a0"], "model.mailchimp.stg_mailchimp__campaign_activities": ["model.mailchimp.mailchimp__campaign_activities", "test.mailchimp.not_null_stg_mailchimp__campaign_activities_activity_id.7c968c29da", "test.mailchimp.unique_stg_mailchimp__campaign_activities_activity_id.1ed119dcbe"], "model.mailchimp.stg_mailchimp__automation_recipients": ["model.mailchimp.int_mailchimp__automation_recipients", "test.mailchimp.not_null_stg_mailchimp__automation_recipients_automation_recipient_id.f0b2e24912", "test.mailchimp.unique_stg_mailchimp__automation_recipients_automation_recipient_id.9c2cfa6272"], "model.mailchimp.stg_mailchimp__segments": ["model.mailchimp.mailchimp__segments", "test.mailchimp.not_null_stg_mailchimp__segments_segment_id.310ec9f744", "test.mailchimp.unique_stg_mailchimp__segments_segment_id.48f28610b5"], "model.mailchimp.stg_mailchimp__lists": ["model.mailchimp.mailchimp__lists", "model.mailchimp.mailchimp__segments", "test.mailchimp.not_null_stg_mailchimp__lists_list_id.c08bbf9121", "test.mailchimp.unique_stg_mailchimp__lists_list_id.2d7d469b92"], "model.mailchimp.stg_mailchimp__segment_members": [], "model.mailchimp.stg_mailchimp__automation_activities": ["model.mailchimp.mailchimp__automation_activities", "test.mailchimp.not_null_stg_mailchimp__automation_activities_activity_id.0ae0f21475", "test.mailchimp.unique_stg_mailchimp__automation_activities_activity_id.1737f52a7d"], "model.mailchimp.stg_mailchimp__automation_emails": ["model.mailchimp.int_mailchimp__automation_recipients", "model.mailchimp.int_mailchimp__automation_unsubscribes", "model.mailchimp.mailchimp__automation_activities", "model.mailchimp.mailchimp__automation_emails", "test.mailchimp.not_null_stg_mailchimp__automation_emails_automation_email_id.019e811594", "test.mailchimp.unique_stg_mailchimp__automation_emails_automation_email_id.a61e4c82c7"], "model.mailchimp.stg_mailchimp__automations_tmp": ["model.mailchimp.stg_mailchimp__automations"], "model.mailchimp.stg_mailchimp__campaigns_tmp": ["model.mailchimp.stg_mailchimp__campaigns"], "model.mailchimp.stg_mailchimp__segments_tmp": ["model.mailchimp.stg_mailchimp__segments"], "model.mailchimp.stg_mailchimp__automation_recipients_tmp": ["model.mailchimp.stg_mailchimp__automation_recipients"], "model.mailchimp.stg_mailchimp__automation_emails_tmp": ["model.mailchimp.stg_mailchimp__automation_emails"], "model.mailchimp.stg_mailchimp__automation_activities_tmp": ["model.mailchimp.stg_mailchimp__automation_activities"], "model.mailchimp.stg_mailchimp__unsubscribes_tmp": ["model.mailchimp.stg_mailchimp__unsubscribes"], "model.mailchimp.stg_mailchimp__campaign_recipients_tmp": ["model.mailchimp.stg_mailchimp__campaign_recipients"], "model.mailchimp.stg_mailchimp__campaign_activities_tmp": ["model.mailchimp.stg_mailchimp__campaign_activities"], "model.mailchimp.stg_mailchimp__members_tmp": ["model.mailchimp.stg_mailchimp__members"], "model.mailchimp.stg_mailchimp__segment_members_tmp": ["model.mailchimp.stg_mailchimp__segment_members"], "model.mailchimp.stg_mailchimp__lists_tmp": ["model.mailchimp.stg_mailchimp__lists"], "model.mailchimp.int_mailchimp__campaign_activities_by_campaign": ["model.mailchimp.mailchimp__campaigns"], "model.mailchimp.int_mailchimp__automation_activities_by_member": ["model.mailchimp.mailchimp__members"], "model.mailchimp.int_mailchimp__campaign_activities_by_list": ["model.mailchimp.mailchimp__lists"], "model.mailchimp.int_mailchimp__automation_recipients": ["model.mailchimp.int_mailchimp__automation_activities_by_automation", "model.mailchimp.int_mailchimp__automation_activities_by_email", "model.mailchimp.int_mailchimp__automation_activities_by_list", "model.mailchimp.int_mailchimp__automation_activities_by_member", "model.mailchimp.int_mailchimp__automation_activities_by_segment"], "model.mailchimp.int_mailchimp__campaign_activities_by_member": ["model.mailchimp.mailchimp__members"], "model.mailchimp.int_mailchimp__campaign_activities_by_segment": ["model.mailchimp.mailchimp__segments"], "model.mailchimp.int_mailchimp__automation_activities_by_list": ["model.mailchimp.mailchimp__lists"], "model.mailchimp.int_mailchimp__automation_activities_by_segment": ["model.mailchimp.mailchimp__segments"], "model.mailchimp.int_mailchimp__automation_unsubscribes": ["model.mailchimp.int_mailchimp__automation_activities_by_automation", "model.mailchimp.int_mailchimp__automation_activities_by_email", "model.mailchimp.int_mailchimp__automation_activities_by_list", "model.mailchimp.int_mailchimp__automation_activities_by_member", "model.mailchimp.int_mailchimp__automation_activities_by_segment"], "model.mailchimp.int_mailchimp__automation_activities_by_email": ["model.mailchimp.mailchimp__automation_emails"], "model.mailchimp.int_mailchimp__campaign_activities_by_email": ["model.mailchimp.mailchimp__campaign_recipients"], "model.mailchimp.int_mailchimp__automation_activities_by_automation": ["model.mailchimp.mailchimp__automations"], "model.mailchimp.int_mailchimp__members_by_list": ["model.mailchimp.mailchimp__lists"], "test.mailchimp.not_null_mailchimp__lists_list_id.310995cf61": [], "test.mailchimp.not_null_mailchimp__members_member_id.19fce1e360": [], "test.mailchimp.not_null_mailchimp__campaigns_campaign_id.809cc27175": [], "test.mailchimp.not_null_mailchimp__campaign_recipients_email_id.0ae99b3cf9": [], "test.mailchimp.not_null_mailchimp__campaign_activities_activity_id.358cb1d1f6": [], "test.mailchimp.not_null_mailchimp__automations_automation_id.99246c168e": [], "test.mailchimp.not_null_mailchimp__automation_emails_automation_email_id.b6ed84cd9c": [], "test.mailchimp.not_null_mailchimp__automation_activities_activity_id.e225bd7be1": [], "test.mailchimp.not_null_mailchimp__segments_segment_id.26bfa1b782": [], "test.mailchimp.not_null_stg_mailchimp__automation_activities_activity_id.0ae0f21475": [], "test.mailchimp.unique_stg_mailchimp__automation_activities_activity_id.1737f52a7d": [], "test.mailchimp.unique_stg_mailchimp__automation_emails_automation_email_id.a61e4c82c7": [], "test.mailchimp.not_null_stg_mailchimp__automation_emails_automation_email_id.019e811594": [], "test.mailchimp.not_null_stg_mailchimp__automation_recipients_automation_recipient_id.f0b2e24912": [], "test.mailchimp.unique_stg_mailchimp__automation_recipients_automation_recipient_id.9c2cfa6272": [], "test.mailchimp.unique_stg_mailchimp__automations_automation_id.455bcbd36b": [], "test.mailchimp.not_null_stg_mailchimp__automations_automation_id.cf748ea94a": [], "test.mailchimp.unique_stg_mailchimp__campaign_recipients_email_id.1e1843671d": [], "test.mailchimp.not_null_stg_mailchimp__campaign_recipients_email_id.e7aace8199": [], "test.mailchimp.unique_stg_mailchimp__campaign_activities_activity_id.1ed119dcbe": [], "test.mailchimp.not_null_stg_mailchimp__campaign_activities_activity_id.7c968c29da": [], "test.mailchimp.unique_stg_mailchimp__campaigns_campaign_id.534c6a58a0": [], "test.mailchimp.not_null_stg_mailchimp__campaigns_campaign_id.b6967f01dd": [], "test.mailchimp.unique_stg_mailchimp__lists_list_id.2d7d469b92": [], "test.mailchimp.not_null_stg_mailchimp__lists_list_id.c08bbf9121": [], "test.mailchimp.not_null_stg_mailchimp__members_member_id.70b6c824fb": [], "test.mailchimp.unique_stg_mailchimp__segments_segment_id.48f28610b5": [], "test.mailchimp.not_null_stg_mailchimp__segments_segment_id.310ec9f744": [], "test.mailchimp.not_null_stg_mailchimp__unsubscribes_unsubscribe_id.77bd90d9ab": [], "test.mailchimp.unique_stg_mailchimp__unsubscribes_unsubscribe_id.c34aefd746": [], "source.mailchimp.mailchimp.automation": ["model.mailchimp.stg_mailchimp__automations_tmp"], "source.mailchimp.mailchimp.automation_email": ["model.mailchimp.stg_mailchimp__automation_emails_tmp"], "source.mailchimp.mailchimp.automation_recipient": ["model.mailchimp.stg_mailchimp__automation_recipients_tmp"], "source.mailchimp.mailchimp.automation_recipient_activity": ["model.mailchimp.stg_mailchimp__automation_activities_tmp"], "source.mailchimp.mailchimp.campaign": ["model.mailchimp.stg_mailchimp__campaigns_tmp"], "source.mailchimp.mailchimp.campaign_recipient": ["model.mailchimp.stg_mailchimp__campaign_recipients_tmp"], "source.mailchimp.mailchimp.campaign_recipient_activity": ["model.mailchimp.stg_mailchimp__campaign_activities_tmp"], "source.mailchimp.mailchimp.segment": ["model.mailchimp.stg_mailchimp__segments_tmp"], "source.mailchimp.mailchimp.segment_member": ["model.mailchimp.stg_mailchimp__segment_members_tmp"], "source.mailchimp.mailchimp.list": ["model.mailchimp.stg_mailchimp__lists_tmp"], "source.mailchimp.mailchimp.member": ["model.mailchimp.stg_mailchimp__members_tmp"], "source.mailchimp.mailchimp.unsubscribe": ["model.mailchimp.stg_mailchimp__unsubscribes_tmp"]}, "group_map": {}, "saved_queries": {}, "semantic_models": {}, "unit_tests": {}}
\ No newline at end of file
diff --git a/integration_tests/dbt_project.yml b/integration_tests/dbt_project.yml
index 50bc8827..bef53082 100644
--- a/integration_tests/dbt_project.yml
+++ b/integration_tests/dbt_project.yml
@@ -1,6 +1,6 @@
 config-version: 2
 name: 'mailchimp_integration_tests'
-version: '1.0.0'
+version: '1.1.0'
 profile: 'integration_tests'
 
 models:
diff --git a/macros/union/apply_source_relation.sql b/macros/union/apply_source_relation.sql
new file mode 100644
index 00000000..abba96e4
--- /dev/null
+++ b/macros/union/apply_source_relation.sql
@@ -0,0 +1,15 @@
+{% macro apply_source_relation() -%}
+
+{{ adapter.dispatch('apply_source_relation', 'mailchimp') () }}
+
+{%- endmacro %}
+
+{% macro default__apply_source_relation() -%}
+
+{% if var('mailchimp_sources', []) != [] %}
+, _dbt_source_relation as source_relation
+{% else %}
+, '{{ var("mailchimp_database", target.database) }}' || '.'|| '{{ var("mailchimp_schema", "mailchimp") }}' as source_relation
+{% endif %}
+
+{%- endmacro %}
\ No newline at end of file
diff --git a/macros/union/partition_by_source_relation.sql b/macros/union/partition_by_source_relation.sql
new file mode 100644
index 00000000..b99115ca
--- /dev/null
+++ b/macros/union/partition_by_source_relation.sql
@@ -0,0 +1,15 @@
+{%- macro partition_by_source_relation(has_other_partitions='yes', alias=None) -%}
+
+{{ adapter.dispatch('partition_by_source_relation', 'mailchimp') (has_other_partitions, alias) }}
+
+{%- endmacro %}
+
+{% macro default__partition_by_source_relation(has_other_partitions='yes', alias=None) -%}
+    {% set prefix = '' if alias is none else alias ~ '.' %}
+
+    {%- if has_other_partitions == 'no' -%}
+        {{ 'partition by ' ~ prefix ~ 'source_relation' if var('mailchimp_sources', [])|length > 1 }}
+    {%- else -%}
+        {{ ', ' ~ prefix ~ 'source_relation' if var('mailchimp_sources', [])|length > 1 }}
+    {%- endif -%}
+{%- endmacro -%}
diff --git a/macros/union/union_connections.sql b/macros/union/union_connections.sql
new file mode 100644
index 00000000..31fc7c6d
--- /dev/null
+++ b/macros/union/union_connections.sql
@@ -0,0 +1,93 @@
+{% macro mailchimp_union_connections(connection_dictionary, single_source_name, single_table_name, default_identifier=single_table_name) %}
+
+{{ adapter.dispatch('mailchimp_union_connections', 'mailchimp') (connection_dictionary, single_source_name, single_table_name, default_identifier) }}
+
+{%- endmacro %}
+
+{% macro default__mailchimp_union_connections(connection_dictionary, single_source_name, single_table_name, default_identifier=single_table_name) %}
+
+{%- set exception_warning = "\n\nPlease be aware: The " ~ single_source_name|upper ~ "." ~ single_table_name|upper ~ " table was not found in your schema(s). The Fivetran Data Model will create a completely empty 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"%}
+{%- set using_empty_table_warnings = (execute and not var('fivetran__remove_empty_table_warnings', false)) %}
+{%- set connections = var(connection_dictionary, []) %}
+{%- set using_unioning = connections | length > 0 %}
+
+{%- if using_unioning %}
+{# For unioning #}
+    {%- set relations = [] -%}
+    {%- for connection in connections -%}
+
+    {% if var('has_defined_sources', false) %}
+        {%- set database = source(connection.name, single_table_name).database %}
+        {%- set schema = source(connection.name, single_table_name).schema %}
+        {%- set identifier = source(connection.name, single_table_name).identifier %}
+    {%- else %}
+        {%- set database = connection.database if connection.database else target.database %}
+        {%- set schema = connection.schema if connection.schema else single_source_name %}
+        {%- set identifier = default_identifier %}
+    {%- endif %}
+    
+    {%- set relation=adapter.get_relation(
+        database=database,
+        schema=schema,
+        identifier=identifier
+        )
+    -%}
+
+    {%- if relation is not none -%}
+        {%- do relations.append(relation) -%}
+    {%- endif -%}
+
+    -- ** Values passed to adapter.get_relation:
+    {{ '-- database: ' ~ database }}
+    {{ '-- schema: ' ~ schema }}
+    {{ '-- identifier: ' ~ identifier ~ '\n' }}
+
+    {%- endfor -%}
+
+    {%- if relations != [] -%}
+        {{ mailchimp.mailchimp_union_relations(relations) }}
+
+    {%- else -%}
+        {{ exceptions.warn(exception_warning) if using_empty_table_warnings }}
+
+        select
+            cast(null as {{ dbt.type_string() }}) as _dbt_source_relation
+        limit {{ '0' if target.type != 'redshift' else '1' }}
+    {%- endif -%}
+
+{% else %}
+{# Not unioning #}
+
+    {% set identifier_var = single_source_name + "_" + single_table_name + "_identifier"%}
+    {%- set database = source(single_source_name, single_table_name).database %}
+    {%- set schema =   source(single_source_name, single_table_name).schema %}
+    {%- set identifier = source(single_source_name, single_table_name).identifier %}
+
+    {%- set relation=adapter.get_relation(
+        database=database,
+        schema=schema,
+        identifier=identifier
+        )
+    -%}
+
+    -- ** Values passed to adapter.get_relation:
+    {{ '-- full-identifier_var: ' ~ identifier_var }}
+    {{ '-- database: ' ~ database }}                            
+    {{ '-- schema: ' ~ schema }}
+    {{ '-- identifier: ' ~ identifier ~ '\n' }}
+
+    {% if relation is not none -%}
+        select
+            {{ dbt_utils.star(from=source(single_source_name, single_table_name)) }}
+        from {{ source(single_source_name, single_table_name) }} as source_table
+
+    {% else %}
+        {{ exceptions.warn(exception_warning) if using_empty_table_warnings }}
+
+        select
+            cast(null as {{ dbt.type_string() }}) as _dbt_source_relation
+        limit {{ '0' if target.type != 'redshift' else '1' }}
+    {%- endif -%}
+{% endif -%}
+
+{%- endmacro %}
diff --git a/macros/union/union_relations.sql b/macros/union/union_relations.sql
new file mode 100644
index 00000000..b836666b
--- /dev/null
+++ b/macros/union/union_relations.sql
@@ -0,0 +1,131 @@
+{# Adapted from dbt_utils.union_relations() #}
+
+{%- macro mailchimp_union_relations(relations, aliases=none, column_override=none, include=[], exclude=[], source_column_name='_dbt_source_relation', where=none) -%}
+    {{ return(adapter.dispatch('mailchimp_union_relations', 'mailchimp')(relations, aliases, column_override, include, exclude, source_column_name, where)) }}
+{% endmacro %}
+
+{%- macro default__mailchimp_union_relations(relations, aliases=none, column_override=none, include=[], exclude=[], source_column_name='_dbt_source_relation', where=none) -%}
+
+    {%- if exclude and include -%}
+        {{ exceptions.raise_compiler_error("Both an exclude and include list were provided to the `union` macro. Only one is allowed") }}
+    {%- endif -%}
+
+    {#-- Prevent querying of db in parsing mode. This works because this macro does not create any new refs. -#}
+    {%- if not execute %}
+        {{ return('') }}
+    {% endif -%}
+
+    {%- set column_override = column_override if column_override is not none else {} -%}
+
+    {%- set relation_columns = {} -%}
+    {%- set column_superset = {} -%}
+    {%- set all_excludes = [] -%}
+    {%- set all_includes = [] -%}
+
+    {%- if exclude -%}
+        {%- for exc in exclude -%}
+            {%- do all_excludes.append(exc | lower) -%}
+        {%- endfor -%}
+    {%- endif -%}
+
+    {%- if include -%}
+        {%- for inc in include -%}
+            {%- do all_includes.append(inc | lower) -%}
+        {%- endfor -%}
+    {%- endif -%}
+
+    {%- for relation in relations -%}
+
+        {%- do relation_columns.update({relation: []}) -%}
+
+        {%- do dbt_utils._is_relation(relation, 'mailchimp_union_relations') -%}
+        {%- do dbt_utils._is_ephemeral(relation, 'mailchimp_union_relations') -%}
+        {%- set cols = adapter.get_columns_in_relation(relation) -%}
+        {%- for col in cols -%}
+
+        {#- If an exclude list was provided and the column is in the list, do nothing -#}
+        {%- if exclude and col.column | lower in all_excludes -%}
+
+        {#- If an include list was provided and the column is not in the list, do nothing -#}
+        {%- elif include and col.column | lower not in all_includes -%}
+
+        {#- Otherwise add the column to the column superset -#}
+        {%- else -%}
+
+            {#- update the list of columns in this relation -#}
+            {%- do relation_columns[relation].append(col.column) -%}
+
+            {%- if col.column in column_superset -%}
+
+                {%- set stored = column_superset[col.column] -%}
+                {%- if col.is_string() and stored.is_string() and col.string_size() > stored.string_size() -%}
+
+                    {%- do column_superset.update({col.column: col}) -%}
+
+                {%- endif %}
+
+            {%- else -%}
+
+                {%- do column_superset.update({col.column: col}) -%}
+
+            {%- endif -%}
+
+        {%- endif -%}
+
+        {%- endfor -%}
+    {%- endfor -%}
+
+    {%- set ordered_column_names = column_superset.keys() -%}
+    {%- set dbt_command = flags.WHICH -%}
+
+
+    {% if dbt_command in ['run', 'build'] %}
+    {% if (include | length > 0 or exclude | length > 0) and not column_superset.keys() %}
+        {%- set relations_string -%}
+            {%- for relation in relations -%}
+                {{ relation.name }}
+            {%- if not loop.last %}, {% endif -%}
+            {%- endfor -%}
+        {%- endset -%}
+
+        {%- set error_message -%}
+            There were no columns found to union for relations {{ relations_string }}
+        {%- endset -%}
+
+        {{ exceptions.raise_compiler_error(error_message) }}
+    {%- endif -%}
+    {%- endif -%}
+
+    {%- for relation in relations %}
+
+        (
+            select
+
+                {%- if source_column_name is not none %}
+                cast({{ dbt.string_literal(relation.database ~ '.' ~ relation.schema) }} as {{ dbt.type_string() }}) as {{ source_column_name }},
+                {%- endif %}
+
+                {% for col_name in ordered_column_names -%}
+
+                    {%- set col = column_superset[col_name] %}
+                    {%- set col_type = column_override.get(col.column, col.data_type) %}
+                    {%- set col_name = adapter.quote(col_name) if col_name in relation_columns[relation] else 'null' %}
+                    cast({{ col_name }} as {{ col_type }}) as {{ col.quoted }} {% if not loop.last %},{% endif -%}
+
+                {%- endfor %}
+
+            {# This alias is the only addition made to the dbt_utils.union_relations() code. Avoids errors if the table is named a reserved keyword #}
+            from {{ aliases[loop.index0] if aliases else relation }} as unioned_relation_{{ loop.index }}
+
+            {% if where -%}
+            where {{ where }}
+            {%- endif %}
+        )
+
+        {% if not loop.last -%}
+            union all
+        {% endif -%}
+
+    {%- endfor -%}
+
+{%- endmacro -%}
\ No newline at end of file
diff --git a/models/mailchimp.md b/models/docs.md
similarity index 96%
rename from models/mailchimp.md
rename to models/docs.md
index dec21282..38f23fd6 100644
--- a/models/mailchimp.md
+++ b/models/docs.md
@@ -1,3 +1,5 @@
+{% docs source_relation %} Identifies the record's source. {% enddocs %}
+
 {% docs campaign_sends -%}
 The number of sent emails from campaigns.
 {%- enddocs %}
diff --git a/models/intermediate/int_mailchimp__automation_activities_by_automation.sql b/models/intermediate/int_mailchimp__automation_activities_by_automation.sql
index e98cc323..e7a53633 100644
--- a/models/intermediate/int_mailchimp__automation_activities_by_automation.sql
+++ b/models/intermediate/int_mailchimp__automation_activities_by_automation.sql
@@ -19,40 +19,47 @@ with activities as (
 ), unsubscribes_xf as (
 
     select
+        source_relation,
         automation_id,
         count(*) as unsubscribes
     from unsubscribes
-    group by 1    
+    group by 1,2    
 {% endif %}
 
 -- aggregate automation opens and clicks by automation
 
 ), pivoted as (
 
-    select 
+    select
+        source_relation,
         automation_id,
         sum(case when action_type = 'open' then 1 end) as opens,
-        sum(case when action_type = 'click' then 1 end) as clicks, 
-        count(distinct case when action_type = 'open' then member_id end) as unique_opens, 
+        sum(case when action_type = 'click' then 1 end) as clicks,
+        count(distinct case when action_type = 'open' then member_id end) as unique_opens,
         count(distinct case when action_type = 'click' then member_id end) as unique_clicks
     from activities
-    group by 1
+    group by 1,2
 
 ), sends as (
 
     select
+        source_relation,
         automation_id,
         count(*) as sends
     from recipients
-    group by 1
+    group by 1,2
 
 ), joined as (
 
     select
+        coalesce(sends.source_relation
+            , pivoted.source_relation
+            {{ ', unsubscribes_xf.source_relation' if var('mailchimp_using_unsubscribes', True) }}
+            ) as source_relation,
         coalesce(sends.automation_id
             , pivoted.automation_id
             {{ ', unsubscribes_xf.automation_id' if var('mailchimp_using_unsubscribes', True) }}
-            ) as automation_id, 
+            ) as automation_id,
         pivoted.opens,
         pivoted.clicks,
         pivoted.unique_opens,
@@ -62,10 +69,12 @@ with activities as (
     from sends
     left join pivoted
         on pivoted.automation_id = sends.automation_id
+        and pivoted.source_relation = sends.source_relation
 
     {% if var('mailchimp_using_unsubscribes', True) %}
     left join unsubscribes_xf
-        on pivoted.automation_id = unsubscribes_xf.automation_id
+        on unsubscribes_xf.automation_id = sends.automation_id
+        and unsubscribes_xf.source_relation = sends.source_relation
     {% endif %}
 
 )
diff --git a/models/intermediate/int_mailchimp__automation_activities_by_email.sql b/models/intermediate/int_mailchimp__automation_activities_by_email.sql
index ac3aed8e..3967408a 100644
--- a/models/intermediate/int_mailchimp__automation_activities_by_email.sql
+++ b/models/intermediate/int_mailchimp__automation_activities_by_email.sql
@@ -19,36 +19,43 @@ with activities as (
 ), unsubscribes_xf as (
 
     select
+        source_relation,
         campaign_id as automation_email_id,
         count(*) as unsubscribes
     from unsubscribes
-    group by 1
+    group by 1,2
 {% endif %}
 
 -- aggregate automation opens and clicks by email
 
 ), pivoted as (
 
-    select 
+    select
+        source_relation,
         automation_email_id,
         sum(case when action_type = 'open' then 1 end) as opens,
-        sum(case when action_type = 'click' then 1 end) as clicks, 
-        count(distinct case when action_type = 'open' then member_id end) as unique_opens, 
+        sum(case when action_type = 'click' then 1 end) as clicks,
+        count(distinct case when action_type = 'open' then member_id end) as unique_opens,
         count(distinct case when action_type = 'click' then member_id end) as unique_clicks
     from activities
-    group by 1
+    group by 1,2
 
 ), sends as (
 
     select
+        source_relation,
         automation_email_id,
         count(*) as sends
     from recipients
-    group by 1
+    group by 1,2
 
 ), joined as (
 
     select
+        coalesce(sends.source_relation
+            , pivoted.source_relation
+            {{ ', unsubscribes_xf.source_relation' if var('mailchimp_using_unsubscribes', True) }}
+            ) as source_relation,
         coalesce(sends.automation_email_id
             , pivoted.automation_email_id
             {{ ', unsubscribes_xf.automation_email_id' if var('mailchimp_using_unsubscribes', True) }}
@@ -62,10 +69,12 @@ with activities as (
     from sends
     left join pivoted
         on pivoted.automation_email_id = sends.automation_email_id
+        and pivoted.source_relation = sends.source_relation
 
     {% if var('mailchimp_using_unsubscribes', True) %}
     left join unsubscribes_xf
-        on pivoted.automation_email_id = unsubscribes_xf.automation_email_id
+        on unsubscribes_xf.automation_email_id = sends.automation_email_id
+        and unsubscribes_xf.source_relation = sends.source_relation
     {% endif %}
 )
 
diff --git a/models/intermediate/int_mailchimp__automation_activities_by_list.sql b/models/intermediate/int_mailchimp__automation_activities_by_list.sql
index aa5a2bb6..3eccef3b 100644
--- a/models/intermediate/int_mailchimp__automation_activities_by_list.sql
+++ b/models/intermediate/int_mailchimp__automation_activities_by_list.sql
@@ -19,36 +19,43 @@ with activities as (
 ), unsubscribes_xf as (
 
     select
+        source_relation,
         list_id,
         count(*) as unsubscribes
     from unsubscribes
-    group by 1
+    group by 1,2
 {% endif %}
 
 -- aggregate automation opens and clicks by list
 
 ), pivoted as (
 
-    select 
+    select
+        source_relation,
         list_id,
         sum(case when action_type = 'open' then 1 end) as opens,
-        sum(case when action_type = 'click' then 1 end) as clicks, 
-        count(distinct case when action_type = 'open' then member_id end) as unique_opens, 
+        sum(case when action_type = 'click' then 1 end) as clicks,
+        count(distinct case when action_type = 'open' then member_id end) as unique_opens,
         count(distinct case when action_type = 'click' then member_id end) as unique_clicks
     from activities
-    group by 1
+    group by 1,2
 
 ), sends as (
 
     select
+        source_relation,
         list_id,
         count(*) as sends
     from recipients
-    group by 1
+    group by 1,2
 
 ), joined as (
 
     select
+        coalesce(sends.source_relation
+            , pivoted.source_relation
+            {{ ', unsubscribes_xf.source_relation' if var('mailchimp_using_unsubscribes', True) }}
+            ) as source_relation,
         coalesce(sends.list_id
             , pivoted.list_id
             {{ ', unsubscribes_xf.list_id' if var('mailchimp_using_unsubscribes', True) }}
@@ -62,10 +69,12 @@ with activities as (
     from sends
     left join pivoted
         on pivoted.list_id = sends.list_id
+        and pivoted.source_relation = sends.source_relation
 
     {% if var('mailchimp_using_unsubscribes', True) %}
     left join unsubscribes_xf
-        on pivoted.list_id = unsubscribes_xf.list_id
+        on unsubscribes_xf.list_id = sends.list_id
+        and unsubscribes_xf.source_relation = sends.source_relation
     {% endif %}
 )
 
diff --git a/models/intermediate/int_mailchimp__automation_activities_by_member.sql b/models/intermediate/int_mailchimp__automation_activities_by_member.sql
index ce896f0c..70114620 100644
--- a/models/intermediate/int_mailchimp__automation_activities_by_member.sql
+++ b/models/intermediate/int_mailchimp__automation_activities_by_member.sql
@@ -19,39 +19,46 @@ with activities as (
 ), unsubscribes_xf as (
 
     select
+        source_relation,
         member_id,
         list_id,
         count(*) as unsubscribes
     from unsubscribes
-    group by 1,2
+    group by 1,2,3
 {% endif %}
 
 -- aggregate automation opens and clicks by member
 
 ), pivoted as (
 
-    select 
+    select
+        source_relation,
         member_id,
         list_id,
         sum(case when action_type = 'open' then 1 end) as opens,
-        sum(case when action_type = 'click' then 1 end) as clicks, 
-        count(distinct case when action_type = 'open' then member_id end) as unique_opens, 
+        sum(case when action_type = 'click' then 1 end) as clicks,
+        count(distinct case when action_type = 'open' then member_id end) as unique_opens,
         count(distinct case when action_type = 'click' then member_id end) as unique_clicks
     from activities
-    group by 1,2
+    group by 1,2,3
 
 ), sends as (
 
     select
+        source_relation,
         member_id,
         list_id,
         count(*) as sends
     from recipients
-    group by 1,2
+    group by 1,2,3
 
 ), joined as (
 
     select
+        coalesce(sends.source_relation
+            , pivoted.source_relation
+            {{ ', unsubscribes_xf.source_relation' if var('mailchimp_using_unsubscribes', True) }}
+            ) as source_relation,
         coalesce(sends.member_id
             , pivoted.member_id
             {{ ', unsubscribes_xf.member_id' if var('mailchimp_using_unsubscribes', True) }}
@@ -67,11 +74,13 @@ with activities as (
     left join pivoted
         on pivoted.member_id = sends.member_id
         and pivoted.list_id = sends.list_id
+        and pivoted.source_relation = sends.source_relation
 
     {% if var('mailchimp_using_unsubscribes', True) %}
     left join unsubscribes_xf
         on unsubscribes_xf.member_id = sends.member_id
         and unsubscribes_xf.list_id = sends.list_id
+        and unsubscribes_xf.source_relation = sends.source_relation
     {% endif %}
 
 )
diff --git a/models/intermediate/int_mailchimp__automation_activities_by_segment.sql b/models/intermediate/int_mailchimp__automation_activities_by_segment.sql
index f445e3d5..27a0906c 100644
--- a/models/intermediate/int_mailchimp__automation_activities_by_segment.sql
+++ b/models/intermediate/int_mailchimp__automation_activities_by_segment.sql
@@ -19,39 +19,46 @@ with activities as (
 ), unsubscribes_xf as (
 
     select
+        source_relation,
         segment_id,
         count(*) as unsubscribes
     from unsubscribes
     where segment_id is not null
-    group by 1
+    group by 1,2
 {% endif %}
 
 -- aggregate automation opens and clicks by segment
 
 ), pivoted as (
 
-    select 
+    select
+        source_relation,
         segment_id,
         sum(case when action_type = 'open' then 1 end) as opens,
-        sum(case when action_type = 'click' then 1 end) as clicks, 
-        count(distinct case when action_type = 'open' then segment_id end) as unique_opens, 
+        sum(case when action_type = 'click' then 1 end) as clicks,
+        count(distinct case when action_type = 'open' then segment_id end) as unique_opens,
         count(distinct case when action_type = 'click' then segment_id end) as unique_clicks
     from activities
     where segment_id is not null
-    group by 1
+    group by 1,2
 
 ), sends as (
 
     select
+        source_relation,
         segment_id,
         count(*) as sends
     from recipients
     where segment_id is not null
-    group by 1
+    group by 1,2
 
 ), joined as (
 
     select
+        coalesce(sends.source_relation
+            , pivoted.source_relation
+            {{ ', unsubscribes_xf.source_relation' if var('mailchimp_using_unsubscribes', True) }}
+            ) as source_relation,
         coalesce(sends.segment_id
             , pivoted.segment_id
             {{ ', unsubscribes_xf.segment_id' if var('mailchimp_using_unsubscribes', True) }}
@@ -65,10 +72,12 @@ with activities as (
     from sends
     left join pivoted
         on pivoted.segment_id = sends.segment_id
-    
+        and pivoted.source_relation = sends.source_relation
+
     {% if var('mailchimp_using_unsubscribes', True) %}
     left join unsubscribes_xf
-        on pivoted.segment_id = unsubscribes_xf.segment_id
+        on unsubscribes_xf.segment_id = sends.segment_id
+        and unsubscribes_xf.source_relation = sends.source_relation
     {% endif %}
 )
 
diff --git a/models/intermediate/int_mailchimp__automation_recipients.sql b/models/intermediate/int_mailchimp__automation_recipients.sql
index 403a2776..dabba608 100644
--- a/models/intermediate/int_mailchimp__automation_recipients.sql
+++ b/models/intermediate/int_mailchimp__automation_recipients.sql
@@ -17,7 +17,7 @@ with recipients as (
 
 ), joined as (
 
-    select 
+    select
         recipients.*,
         automations.segment_id,
         automations.automation_id
@@ -25,8 +25,10 @@ with recipients as (
     from recipients
     left join automation_emails
         on recipients.automation_email_id = automation_emails.automation_email_id
+        and recipients.source_relation = automation_emails.source_relation
     left join automations
         on automation_emails.automation_id = automations.automation_id
+        and automation_emails.source_relation = automations.source_relation
 
 )
 
diff --git a/models/intermediate/int_mailchimp__automation_unsubscribes.sql b/models/intermediate/int_mailchimp__automation_unsubscribes.sql
index da0d48d4..dd07a293 100644
--- a/models/intermediate/int_mailchimp__automation_unsubscribes.sql
+++ b/models/intermediate/int_mailchimp__automation_unsubscribes.sql
@@ -17,7 +17,7 @@ with unsubscribes as (
 
 ), joined as (
 
-    select 
+    select
         unsubscribes.*,
         automations.segment_id,
         automations.automation_id
@@ -25,8 +25,10 @@ with unsubscribes as (
     from unsubscribes
     left join automation_emails
         on unsubscribes.campaign_id = automation_emails.automation_email_id
+        and unsubscribes.source_relation = automation_emails.source_relation
     left join automations
         on automation_emails.automation_id = automations.automation_id
+        and automation_emails.source_relation = automations.source_relation
 
 )
 
diff --git a/models/intermediate/int_mailchimp__campaign_activities_by_campaign.sql b/models/intermediate/int_mailchimp__campaign_activities_by_campaign.sql
index d132d19d..986f819c 100644
--- a/models/intermediate/int_mailchimp__campaign_activities_by_campaign.sql
+++ b/models/intermediate/int_mailchimp__campaign_activities_by_campaign.sql
@@ -5,20 +5,21 @@ with recipients as (
 
 ), pivoted as (
 
-    select 
+    select
+        source_relation,
         campaign_id,
         count(*) as sends,
         sum(opens) as opens,
         sum(clicks) as clicks,
         count(distinct case when was_opened = True then member_id end) as unique_opens,
         count(distinct case when was_clicked = True then member_id end) as unique_clicks
-        
+
         {% if var('mailchimp_using_unsubscribes', True) %}
         , count(distinct case when was_unsubscribed = True then member_id end) as unsubscribes
         {% endif %}
     from recipients
-    group by 1
-    
+    group by 1,2
+
 )
 
 select *
diff --git a/models/intermediate/int_mailchimp__campaign_activities_by_email.sql b/models/intermediate/int_mailchimp__campaign_activities_by_email.sql
index f386e1f4..a80263a6 100644
--- a/models/intermediate/int_mailchimp__campaign_activities_by_email.sql
+++ b/models/intermediate/int_mailchimp__campaign_activities_by_email.sql
@@ -5,19 +5,20 @@ with activities as (
 
 ), pivoted as (
 
-    select 
+    select
+        source_relation,
         email_id,
         sum(case when action_type = 'open' then 1 end) as opens,
-        sum(case when action_type = 'click' then 1 end) as clicks, 
-        count(distinct case when action_type = 'open' then member_id end) as unique_opens, 
+        sum(case when action_type = 'click' then 1 end) as clicks,
+        count(distinct case when action_type = 'open' then member_id end) as unique_opens,
         count(distinct case when action_type = 'click' then member_id end) as unique_clicks,
         min(case when action_type = 'open' then activity_timestamp end) as first_open_timestamp,
         min(case when action_type = 'open' then time_since_send_minutes end) as time_to_open_minutes,
         min(case when action_type = 'open' then time_since_send_hours end) as time_to_open_hours,
         min(case when action_type = 'open' then time_since_send_days end) as time_to_open_days
     from activities
-    group by 1
-    
+    group by 1,2
+
 ), booleans as (
 
     select 
diff --git a/models/intermediate/int_mailchimp__campaign_activities_by_list.sql b/models/intermediate/int_mailchimp__campaign_activities_by_list.sql
index 4dcff66b..82bb1cac 100644
--- a/models/intermediate/int_mailchimp__campaign_activities_by_list.sql
+++ b/models/intermediate/int_mailchimp__campaign_activities_by_list.sql
@@ -5,20 +5,21 @@ with recipients as (
 
 ), pivoted as (
 
-    select 
+    select
+        source_relation,
         list_id,
         count(*) as sends,
         sum(opens) as opens,
         sum(clicks) as clicks,
         count(distinct case when was_opened = True then member_id end) as unique_opens,
         count(distinct case when was_clicked = True then member_id end) as unique_clicks
-        
+
         {% if var('mailchimp_using_unsubscribes', True) %}
         , count(distinct case when was_unsubscribed = True then member_id end) as unsubscribes
         {% endif %}
     from recipients
-    group by 1
-    
+    group by 1,2
+
 )
 
 select *
diff --git a/models/intermediate/int_mailchimp__campaign_activities_by_member.sql b/models/intermediate/int_mailchimp__campaign_activities_by_member.sql
index cff323e9..9d457476 100644
--- a/models/intermediate/int_mailchimp__campaign_activities_by_member.sql
+++ b/models/intermediate/int_mailchimp__campaign_activities_by_member.sql
@@ -5,7 +5,8 @@ with recipients as (
 
 ), pivoted as (
 
-    select 
+    select
+        source_relation,
         member_id,
         list_id,
         count(*) as sends,
@@ -13,13 +14,13 @@ with recipients as (
         sum(clicks) as clicks,
         count(distinct case when was_opened = True then member_id end) as unique_opens,
         count(distinct case when was_clicked = True then member_id end) as unique_clicks
-        
+
         {% if var('mailchimp_using_unsubscribes', True) %}
         , count(distinct case when was_unsubscribed = True then member_id end) as unsubscribes
         {% endif %}
     from recipients
-    group by 1,2
-    
+    group by 1,2,3
+
 )
 
 select *
diff --git a/models/intermediate/int_mailchimp__campaign_activities_by_segment.sql b/models/intermediate/int_mailchimp__campaign_activities_by_segment.sql
index a3da67f2..1bd53d31 100644
--- a/models/intermediate/int_mailchimp__campaign_activities_by_segment.sql
+++ b/models/intermediate/int_mailchimp__campaign_activities_by_segment.sql
@@ -7,21 +7,22 @@ with recipients as (
 
 ), pivoted as (
 
-    select 
+    select
+        source_relation,
         segment_id,
         count(*) as sends,
         sum(opens) as opens,
         sum(clicks) as clicks,
         count(distinct case when was_opened = True then member_id end) as unique_opens,
         count(distinct case when was_clicked = True then member_id end) as unique_clicks
-        
+
         {% if var('mailchimp_using_unsubscribes', True) %}
         , count(distinct case when was_unsubscribed = True then member_id end) as unsubscribes
         {% endif %}
     from recipients
     where segment_id is not null
-    group by 1
-    
+    group by 1,2
+
 )
 
 select *
diff --git a/models/intermediate/int_mailchimp__members_by_list.sql b/models/intermediate/int_mailchimp__members_by_list.sql
index 10417e27..7624c365 100644
--- a/models/intermediate/int_mailchimp__members_by_list.sql
+++ b/models/intermediate/int_mailchimp__members_by_list.sql
@@ -5,12 +5,13 @@ with members as (
 
 ), by_list as (
 
-    select 
+    select
+        source_relation,
         list_id,
         count(*) as count_members,
         max(signup_timestamp) as most_recent_signup_timestamp
-    from members 
-    group by 1
+    from members
+    group by 1,2
 
 )
 
diff --git a/models/mailchimp.yml b/models/mailchimp.yml
index dacd10bb..1abb8047 100644
--- a/models/mailchimp.yml
+++ b/models/mailchimp.yml
@@ -5,10 +5,12 @@ models:
   - name: mailchimp__lists
     description: Each record represents a list in Mailchimp, enriched with campaign metrics, (optionally) automation metrics and information about members.
     columns:
+      - name: source_relation
+        description: "{{ doc('source_relation') }}"
+
       - name: list_id
         description: The unique ID of a list.
         tests:
-          - unique
           - not_null
 
       - name: date_created
@@ -128,6 +130,9 @@ models:
   - name: mailchimp__members
     description: Each record represents a member in Mailchimp, enriched with campaign metrics and (optionally) automation metrics.
     columns:
+      - name: source_relation
+        description: "{{ doc('source_relation') }}"
+
       - name: member_id
         description: The ID of the member.
         tests:
@@ -234,10 +239,12 @@ models:
   - name: mailchimp__campaigns
     description: Each record represents a campaign in Mailchimp, enriched with click, open and unsubscribe metrics.
     columns:
+      - name: source_relation
+        description: "{{ doc('source_relation') }}"
+
       - name: campaign_id
         description: The ID of the campaign in Mailchimp.
         tests:
-          - unique
           - not_null
 
       - name: segment_id
@@ -376,10 +383,12 @@ models:
   - name: mailchimp__campaign_recipients
     description: Each record represents the send of a campaign email, enriched with click, open and unsubscribe metrics.
     columns:
+      - name: source_relation
+        description: "{{ doc('source_relation') }}"
+
       - name: email_id
-        description: The ID of the email sent. Surrogate key generated in dbt from 'campaign_id' and 'member_id'.
+        description: Surrogate key hashed on source_relation, campaign_id and member_id.
         tests:
-          - unique
           - not_null
 
       - name: campaign_id
@@ -436,10 +445,12 @@ models:
   - name: mailchimp__campaign_activities
     description: Each record represents an activity taken in relation to a campaign email, enriched with data about when the campaign was sent and the lag between send and the activity.
     columns:
+      - name: source_relation
+        description: "{{ doc('source_relation') }}"
+
       - name: activity_id
         description: The ID of the activity/event.
         tests:
-          - unique
           - not_null
 
       - name: action_type
@@ -489,10 +500,12 @@ models:
   - name: mailchimp__automations
     description: Each record represents an automation in Mailchimp, enriched with click, open and unsubscribe metrics. (Enabled if you are using automations.)
     columns:
+      - name: source_relation
+        description: "{{ doc('source_relation') }}"
+
       - name: automation_id
         description: The ID of the automation in Mailchimp.
         tests:
-          - unique
           - not_null
 
       - name: list_id
@@ -542,10 +555,13 @@ models:
   - name: mailchimp__automation_emails
     description: Each record represents an automation email (that make up automations), enriched with click, open and unsubscribe metrics. (Enabled if you are using automations.)
     columns:
+      - name: source_relation
+        description: "{{ doc('source_relation') }}"
+
       - name: automation_email_id
         tests:
-          - unique
           - not_null
+        description: The ID for the automation email that relates to the activity.
 
       - name: automation_id
         description: The ID of the automation an email relates to.
@@ -682,10 +698,12 @@ models:
   - name: mailchimp__automation_activities
     description: Each record represents an activity taken in relation to a automation email.
     columns:
+      - name: source_relation
+        description: "{{ doc('source_relation') }}"
+
       - name: activity_id
         description: The ID of the activity/event.
         tests:
-          - unique
           - not_null
 
       - name: action_type
@@ -723,10 +741,12 @@ models:
   - name: mailchimp__segments
     description: Each record represents a segment in Mailchimp, enriched with campaign metrics and (optionally) automation metrics. (Enabled if you are using segments.)
     columns:
+      - name: source_relation
+        description: "{{ doc('source_relation') }}"
+
       - name: segment_id
         description: The ID for the Segment from Mailchimp
         tests:
-          - unique
           - not_null
 
       - name: list_id
diff --git a/models/mailchimp__automation_activities.sql b/models/mailchimp__automation_activities.sql
index 30081670..198bf0d7 100644
--- a/models/mailchimp__automation_activities.sql
+++ b/models/mailchimp__automation_activities.sql
@@ -17,15 +17,17 @@ with activities as (
 
 ), joined as (
 
-    select 
+    select
         activities.*,
         automations.automation_id,
         automations.segment_id
     from activities
     left join automation_emails
         on activities.automation_email_id = automation_emails.automation_email_id
+        and activities.source_relation = automation_emails.source_relation
     left join automations
         on automation_emails.automation_id = automations.automation_id
+        and automation_emails.source_relation = automations.source_relation
 
 )
 
diff --git a/models/mailchimp__automation_emails.sql b/models/mailchimp__automation_emails.sql
index 4b3b8931..719d12b4 100644
--- a/models/mailchimp__automation_emails.sql
+++ b/models/mailchimp__automation_emails.sql
@@ -17,13 +17,14 @@ with emails as (
 
 ), joined as (
 
-    select 
+    select
         emails.*,
         automations.list_id,
         automations.segment_id
     from emails
     left join automations
         on emails.automation_id = automations.automation_id
+        and emails.source_relation = automations.source_relation
 
 ), metrics as (
 
@@ -34,13 +35,14 @@ with emails as (
         coalesce(activities.clicks, 0) as clicks,
         coalesce(activities.unique_opens, 0) as unique_opens,
         coalesce(activities.unique_clicks, 0) as unique_clicks
-        
+
         {% if var('mailchimp_using_unsubscribes', True) %}
         , coalesce(activities.unsubscribes, 0) as unsubscribes
         {% endif %}
     from joined
     left join activities
         on joined.automation_email_id = activities.automation_email_id
+        and joined.source_relation = activities.source_relation
 
 )
 
diff --git a/models/mailchimp__automations.sql b/models/mailchimp__automations.sql
index b7765279..92392da2 100644
--- a/models/mailchimp__automations.sql
+++ b/models/mailchimp__automations.sql
@@ -12,20 +12,21 @@ with automations as (
 
 ), joined as (
 
-    select 
+    select
         automations.*,
         coalesce(activities.sends,0) as sends,
         coalesce(activities.opens,0) as opens,
         coalesce(activities.clicks,0) as clicks,
         coalesce(activities.unique_opens,0) as unique_opens,
         coalesce(activities.unique_clicks,0) as unique_clicks
-        
+
         {% if var('mailchimp_using_unsubscribes', True) %}
         , coalesce(activities.unsubscribes,0) as unsubscribes
         {% endif %}
     from automations
     left join activities
         on automations.automation_id = activities.automation_id
+        and automations.source_relation = activities.source_relation
 
 )
 
diff --git a/models/mailchimp__campaign_activities.sql b/models/mailchimp__campaign_activities.sql
index 135868b4..054edb7c 100644
--- a/models/mailchimp__campaign_activities.sql
+++ b/models/mailchimp__campaign_activities.sql
@@ -10,7 +10,7 @@ with activities as (
 
 ), since_send as (
 
-    select 
+    select
         activities.*,
         campaigns.send_timestamp,
         {{ dbt.datediff('campaigns.send_timestamp','activities.activity_timestamp','minute') }} as time_since_send_minutes,
@@ -19,6 +19,7 @@ with activities as (
     from activities
     left join campaigns
         on activities.campaign_id = campaigns.campaign_id
+        and activities.source_relation = campaigns.source_relation
 
 )
 
diff --git a/models/mailchimp__campaign_recipients.sql b/models/mailchimp__campaign_recipients.sql
index e41f9977..4cd9bd95 100644
--- a/models/mailchimp__campaign_recipients.sql
+++ b/models/mailchimp__campaign_recipients.sql
@@ -16,12 +16,13 @@ with recipients as (
 
 ), unsubscribes_xf as (
 
-    select 
+    select
+        source_relation,
         member_id,
         list_id,
         campaign_id
     from unsubscribes
-    group by 1,2,3
+    group by 1,2,3,4
 {% endif %}
 
 ), campaigns as (
@@ -31,13 +32,14 @@ with recipients as (
 
 ), joined as (
 
-    select 
+    select
         recipients.*,
         campaigns.segment_id,
         campaigns.send_timestamp
     from recipients
     left join campaigns
         on recipients.campaign_id = campaigns.campaign_id
+        and recipients.source_relation = campaigns.source_relation
 
 ), metrics as (
 
@@ -56,6 +58,7 @@ with recipients as (
     from joined
     left join activities
         on joined.email_id = activities.email_id
+        and joined.source_relation = activities.source_relation
 
 ), metrics_xf as (
 
@@ -72,6 +75,7 @@ with recipients as (
         on metrics.member_id = unsubscribes_xf.member_id
         and metrics.campaign_id = unsubscribes_xf.campaign_id
         and metrics.list_id = unsubscribes_xf.list_id
+        and metrics.source_relation = unsubscribes_xf.source_relation
     {% endif %}
 )
 
diff --git a/models/mailchimp__campaigns.sql b/models/mailchimp__campaigns.sql
index 16160cf6..cfc349fc 100644
--- a/models/mailchimp__campaigns.sql
+++ b/models/mailchimp__campaigns.sql
@@ -10,20 +10,21 @@ with campaigns as (
 
 ), joined as (
 
-    select 
+    select
         campaigns.*,
         coalesce(activities.sends,0) as sends,
         coalesce(activities.opens,0) as opens,
         coalesce(activities.clicks,0) as clicks,
         coalesce(activities.unique_opens,0) as unique_opens,
         coalesce(activities.unique_clicks,0) as unique_clicks
-        
+
         {% if var('mailchimp_using_unsubscribes', True) %}
         , coalesce(activities.unsubscribes,0) as unsubscribes
         {% endif %}
     from campaigns
     left join activities
         on campaigns.campaign_id = activities.campaign_id
+        and campaigns.source_relation = activities.source_relation
 
 )
 
diff --git a/models/mailchimp__lists.sql b/models/mailchimp__lists.sql
index 4e713189..cd8dfeae 100644
--- a/models/mailchimp__lists.sql
+++ b/models/mailchimp__lists.sql
@@ -15,17 +15,18 @@ with lists as (
 
 ), members_xf as (
 
-    select 
+    select
         lists.*,
         coalesce(members.count_members,0) as count_members,
         members.most_recent_signup_timestamp
     from lists
     left join members
         on lists.list_id = members.list_id
+        and lists.source_relation = members.source_relation
 
 ), metrics as (
 
-    select 
+    select
         members_xf.*,
         coalesce(campaign_activities.sends,0) as campaign_sends,
         coalesce(campaign_activities.opens,0) as campaign_opens,
@@ -39,6 +40,7 @@ with lists as (
     from members_xf
     left join campaign_activities
         on members_xf.list_id = campaign_activities.list_id
+        and members_xf.source_relation = campaign_activities.source_relation
 
 {% if var('mailchimp_using_automations', True) %}
 
@@ -49,20 +51,21 @@ with lists as (
 
 ), metrics_xf as (
 
-    select 
+    select
         metrics.*,
         coalesce(automation_activities.sends,0) as automation_sends,
         coalesce(automation_activities.opens,0) as automation_opens,
         coalesce(automation_activities.clicks,0) as automation_clicks,
         coalesce(automation_activities.unique_opens,0) as automation_unique_opens,
         coalesce(automation_activities.unique_clicks,0) as automation_unique_clicks
-        
+
         {% if var('mailchimp_using_unsubscribes', True) %}
         , coalesce(automation_activities.unsubscribes,0) as automation_unsubscribes
         {% endif %}
     from metrics
     left join automation_activities
         on metrics.list_id = automation_activities.list_id
+        and metrics.source_relation = automation_activities.source_relation
 
 )
 
diff --git a/models/mailchimp__members.sql b/models/mailchimp__members.sql
index 0ba1ffcd..73db0c66 100644
--- a/models/mailchimp__members.sql
+++ b/models/mailchimp__members.sql
@@ -10,7 +10,7 @@ with members as (
 
 ), metrics as (
 
-    select 
+    select
         members.*,
         coalesce(campaign_activities.sends,0) as campaign_sends,
         coalesce(campaign_activities.opens,0) as campaign_opens,
@@ -25,6 +25,7 @@ with members as (
     left join campaign_activities
         on members.member_id = campaign_activities.member_id
         and members.list_id = campaign_activities.list_id
+        and members.source_relation = campaign_activities.source_relation
 
 {% if var('mailchimp_using_automations', True) %}
 
@@ -35,7 +36,7 @@ with members as (
 
 ), metrics_xf as (
 
-    select 
+    select
         metrics.*,
         coalesce(automation_activities.sends,0) as automation_sends,
         coalesce(automation_activities.opens,0) as automation_opens,
@@ -50,6 +51,7 @@ with members as (
     left join automation_activities
         on metrics.member_id = automation_activities.member_id
         and metrics.list_id = automation_activities.list_id
+        and metrics.source_relation = automation_activities.source_relation
 
 )
 
diff --git a/models/mailchimp__segments.sql b/models/mailchimp__segments.sql
index fa255f3a..2ea3e0b0 100644
--- a/models/mailchimp__segments.sql
+++ b/models/mailchimp__segments.sql
@@ -17,7 +17,7 @@ with segments as (
 
 ), metrics as (
 
-    select 
+    select
         segments.*,
         lists.name as list_name,
         coalesce(campaign_activities.sends,0) as campaign_sends,
@@ -32,8 +32,10 @@ with segments as (
     from segments
     left join campaign_activities
         on segments.segment_id = campaign_activities.segment_id
-    left join lists 
+        and segments.source_relation = campaign_activities.source_relation
+    left join lists
         on segments.list_id = lists.list_id
+        and segments.source_relation = lists.source_relation
 
 {% if var('mailchimp_using_automations', True) %}
 
@@ -44,7 +46,7 @@ with segments as (
 
 ), metrics_xf as (
 
-    select 
+    select
         metrics.*,
         coalesce(automation_activities.sends,0) as automation_sends,
         coalesce(automation_activities.opens,0) as automation_opens,
@@ -58,6 +60,7 @@ with segments as (
     from metrics
     left join automation_activities
         on metrics.segment_id = automation_activities.segment_id
+        and metrics.source_relation = automation_activities.source_relation
 
 )
 
diff --git a/models/staging/src_mailchimp.yml b/models/staging/src_mailchimp.yml
index c9ed15f3..95b75cb0 100644
--- a/models/staging/src_mailchimp.yml
+++ b/models/staging/src_mailchimp.yml
@@ -5,6 +5,7 @@ sources:
     database: "{% if target.type != 'spark' %}{{ var('mailchimp_database', target.database) }}{% endif %}"
     loader: fivetran
     config:
+      enabled: "{{ var('mailchimp_sources', []) == [] }}"
       loaded_at_field: _fivetran_synced
       freshness:
         warn_after: {count: 72, period: hour}
@@ -15,7 +16,7 @@ sources:
         identifier: "{{ var('mailchimp_automation_identifier', 'automation')}}"
         description: Each record represents an automation in Mailchimp.
         config:
-          enabled: "{{ var('mailchimp_using_automations', true) }}"
+          enabled: "{{ var('mailchimp_using_automations', true) and var('mailchimp_sources', []) == [] }}"
         columns:
           - name: id
             description: The ID of the automation in Mailchimp.
@@ -46,7 +47,7 @@ sources:
         identifier: "{{ var('mailchimp_automation_email_identifier', 'automation_email')}}"
         description: Each record represents an automation email (that make up automations).
         config:
-          enabled: "{{ var('mailchimp_using_automations', true) }}"
+          enabled: "{{ var('mailchimp_using_automations', true) and var('mailchimp_sources', []) == [] }}"
         columns:
           - name: id
             description: The ID of the email.
@@ -131,7 +132,7 @@ sources:
         identifier: "{{ var('mailchimp_automation_recipient_identifier', 'automation_recipient')}}"
         description: Each record represents info about the recipient of each automation.
         config:
-          enabled: "{{ var('mailchimp_using_automations', true) }}"
+          enabled: "{{ var('mailchimp_using_automations', true) and var('mailchimp_sources', []) == [] }}"
         columns:
           - name: member_id
             description: The ID of the member the automation was sent to.
@@ -146,7 +147,7 @@ sources:
         identifier: "{{ var('mailchimp_automation_recipient_activity_identifier', 'automation_recipient_activity')}}"
         description: Each record represents an activity taken in relation to a automation email.
         config:
-          enabled: "{{ var('mailchimp_using_automations', true) }}"
+          enabled: "{{ var('mailchimp_using_automations', true) and var('mailchimp_sources', []) == [] }}"
         columns:
           - name: action
             description: >
@@ -305,7 +306,7 @@ sources:
         identifier: "{{ var('mailchimp_segment_identifier', 'segment')}}"
         description: Each record represents a segment in Mailchimp.
         config:
-          enabled: "{{ var('mailchimp_using_segments', true) }}"
+          enabled: "{{ var('mailchimp_using_segments', true) and var('mailchimp_sources', []) == [] }}"
         columns:
           - name: id
             description: The ID for the Segment from Mailchimp
@@ -328,9 +329,9 @@ sources:
 
       - name: segment_member
         identifier: "{{ var('mailchimp_segment_member_identifier', 'segment_member')}}"
-        description: Each record represents a member and their segment data. 
+        description: Each record represents a member and their segment data.
         config:
-          enabled: "{{ var('mailchimp_using_segments', true) }}"
+          enabled: "{{ var('mailchimp_using_segments', true) and var('mailchimp_sources', []) == [] }}"
         columns:
           - name: segment_id
             description: The ID for the Segment from Mailchimp.
@@ -461,7 +462,7 @@ sources:
         identifier: "{{ var('mailchimp_unsubscribe_identifier', 'unsubscribe')}}"
         description: Each record represents a member who unsubscribed.
         config:
-          enabled: "{{ var('mailchimp_using_unsubscribes', true) }}"
+          enabled: "{{ var('mailchimp_using_unsubscribes', true) and var('mailchimp_sources', []) == [] }}"
         columns:
           - name: campaign_id
             description: The unique id for the campaign.
diff --git a/models/staging/stg_mailchimp.yml b/models/staging/stg_mailchimp.yml
index 4df6052e..3a5a2df4 100644
--- a/models/staging/stg_mailchimp.yml
+++ b/models/staging/stg_mailchimp.yml
@@ -5,6 +5,9 @@ models:
   - name: stg_mailchimp__automation_activities
     description: Each record represents an activity taken in relation to a automation email.
     columns:
+      - name: source_relation
+        description: "{{ doc('source_relation') }}"
+
       - name: activity_id
         description: The ID of the activity/event.
         tests: 
@@ -40,6 +43,9 @@ models:
   - name: stg_mailchimp__automation_emails
     description: Each record represents an automation email (that make up automations).
     columns:
+      - name: source_relation
+        description: "{{ doc('source_relation') }}"
+
       - name: automation_email_id
         description: The ID of the automation email. 
         tests:
@@ -157,8 +163,11 @@ models:
   - name: stg_mailchimp__automation_recipients
     description: Each record represents info about the recipient of each automation.
     columns:
+      - name: source_relation
+        description: "{{ doc('source_relation') }}"
+
       - name: automation_recipient_id
-        description: Surrogate key that uses member_id and automation_email_id 
+        description: Surrogate key hashed on source_relation, member_id and automation_email_id 
         tests: 
           - not_null
           - unique
@@ -175,6 +184,9 @@ models:
   - name: stg_mailchimp__automations
     description: Each record represents an automation in Mailchimp.
     columns:
+      - name: source_relation
+        description: "{{ doc('source_relation') }}"
+
       - name: automation_id
         description: The ID of the automation in Mailchimp.
         tests:
@@ -210,8 +222,11 @@ models:
   - name: stg_mailchimp__campaign_recipients
     description: Each record represents the send of a campaign email.
     columns:
+      - name: source_relation
+        description: "{{ doc('source_relation') }}"
+
       - name: email_id
-        description: The surrogate key that uses table campaign_id and member_id. 
+        description: Surrogate key hashed on source_relation, campaign_id and member_id. 
         tests:
           - unique
           - not_null
@@ -231,6 +246,9 @@ models:
   - name: stg_mailchimp__campaign_activities
     description: Each record represents an activity taken in relation to a campaign email.
     columns:
+      - name: source_relation
+        description: "{{ doc('source_relation') }}"
+
       - name: activity_id
         description: The ID of the activity/event.
         tests:
@@ -271,6 +289,9 @@ models:
   - name: stg_mailchimp__campaigns
     description: Each record represents a campaign in Mailchimp.
     columns:
+      - name: source_relation
+        description: "{{ doc('source_relation') }}"
+
       - name: campaign_id
         description: The ID of the campaign in Mailchimp.
         tests:
@@ -395,6 +416,9 @@ models:
   - name: stg_mailchimp__lists
     description: Each record represents a list in Mailchimp.
     columns:
+      - name: source_relation
+        description: "{{ doc('source_relation') }}"
+
       - name: list_id
         description: The unique ID of a list.
         tests:
@@ -476,6 +500,9 @@ models:
   - name: stg_mailchimp__members
     description: Each record represents a member in Mailchimp.
     columns:
+      - name: source_relation
+        description: "{{ doc('source_relation') }}"
+
       - name: member_id
         description: The ID of the member.
         tests:
@@ -544,8 +571,11 @@ models:
         description: VIP status for subscriber.
 
   - name: stg_mailchimp__segment_members
-    description: Each record represents a member and their segment data. 
+    description: Each record represents a member and their segment data.
     columns:
+      - name: source_relation
+        description: "{{ doc('source_relation') }}"
+
       - name: segment_id
         description: The ID for the Segment from Mailchimp.
 
@@ -558,6 +588,9 @@ models:
   - name: stg_mailchimp__segments
     description: Each record represents a segment in Mailchimp.
     columns:
+      - name: source_relation
+        description: "{{ doc('source_relation') }}"
+
       - name: segment_id
         description: The ID for the Segment from Mailchimp
         tests:
@@ -585,8 +618,11 @@ models:
   - name: stg_mailchimp__unsubscribes
     description: Each record represents a member who unsubscribed.
     columns:
+      - name: source_relation
+        description: "{{ doc('source_relation') }}"
+
       - name: unsubscribe_id
-        description: The surrogate key that uses table member_id, list_id, and unsubscribe_timestamp
+        description: Surrogate key hashed on source_relation, member_id, list_id, and unsubscribe_timestamp
         tests: 
           - not_null
           - unique
diff --git a/models/staging/stg_mailchimp__automation_activities.sql b/models/staging/stg_mailchimp__automation_activities.sql
index ec82870e..374a3e6c 100644
--- a/models/staging/stg_mailchimp__automation_activities.sql
+++ b/models/staging/stg_mailchimp__automation_activities.sql
@@ -9,21 +9,23 @@ with base as (
 
 fields as (
 
-    select 
+    select
         {{
             fivetran_utils.fill_staging_columns(
                 source_columns=adapter.get_columns_in_relation(ref('stg_mailchimp__automation_activities_tmp')),
                 staging_columns=get_automation_recipient_activity_columns()
             )
         }}
-        
+        {{ mailchimp.apply_source_relation() }}
+
     from base
 
 ), 
 
 final as (
 
-    select 
+    select
+        source_relation,
         action as action_type,
         automation_email_id,
         member_id,
@@ -38,9 +40,9 @@ final as (
 
 unique_key as (
 
-    select 
-        *, 
-        {{ dbt_utils.generate_surrogate_key(['action_type', 'automation_email_id', 'member_id', 'activity_timestamp']) }} as activity_id
+    select
+        *,
+        {{ dbt_utils.generate_surrogate_key(['source_relation', 'action_type', 'automation_email_id', 'member_id', 'activity_timestamp']) }} as activity_id
     from final
 )
 
diff --git a/models/staging/stg_mailchimp__automation_emails.sql b/models/staging/stg_mailchimp__automation_emails.sql
index 93009bd2..c9572559 100644
--- a/models/staging/stg_mailchimp__automation_emails.sql
+++ b/models/staging/stg_mailchimp__automation_emails.sql
@@ -9,21 +9,23 @@ with base as (
 
 fields as (
 
-    select 
+    select
         {{
             fivetran_utils.fill_staging_columns(
                 source_columns=adapter.get_columns_in_relation(ref('stg_mailchimp__automation_emails_tmp')),
                 staging_columns=get_automation_email_columns()
             )
         }}
-        
-    from base         
+        {{ mailchimp.apply_source_relation() }}
+
+    from base
 
 ), 
 
 final as (
 
     select
+        source_relation,
         -- IDs and standard timestamp
         id as automation_email_id,
         automation_id,
diff --git a/models/staging/stg_mailchimp__automation_recipients.sql b/models/staging/stg_mailchimp__automation_recipients.sql
index 35096915..72b95749 100644
--- a/models/staging/stg_mailchimp__automation_recipients.sql
+++ b/models/staging/stg_mailchimp__automation_recipients.sql
@@ -9,14 +9,15 @@ with base as (
 
 fields as (
 
-    select 
+    select
         {{
             fivetran_utils.fill_staging_columns(
                 source_columns=adapter.get_columns_in_relation(ref('stg_mailchimp__automation_recipients_tmp')),
                 staging_columns=get_automation_recipient_columns()
             )
         }}
-        
+        {{ mailchimp.apply_source_relation() }}
+
     from base
 
 ), 
@@ -25,6 +26,7 @@ fields as (
 final as (
 
      select
+        source_relation,
         member_id,
         automation_email_id,
         list_id
@@ -34,9 +36,9 @@ final as (
 
  unique_key as (
 
-    select 
+    select
         *,
-        {{ dbt_utils.generate_surrogate_key(['member_id','automation_email_id']) }} as automation_recipient_id
+        {{ dbt_utils.generate_surrogate_key(['source_relation','member_id','automation_email_id']) }} as automation_recipient_id
     from final
 
 )
diff --git a/models/staging/stg_mailchimp__automations.sql b/models/staging/stg_mailchimp__automations.sql
index f3ddc243..79210889 100644
--- a/models/staging/stg_mailchimp__automations.sql
+++ b/models/staging/stg_mailchimp__automations.sql
@@ -16,13 +16,15 @@ fields as (
                 staging_columns=get_automation_columns()
             )
         }}
-        
+        {{ mailchimp.apply_source_relation() }}
+
     from base
 ),
 
 final as (
 
     select
+        source_relation,
         id as automation_id,
         list_id,
         segment_id, 
diff --git a/models/staging/stg_mailchimp__campaign_activities.sql b/models/staging/stg_mailchimp__campaign_activities.sql
index 2e2be8ab..226a9e4b 100644
--- a/models/staging/stg_mailchimp__campaign_activities.sql
+++ b/models/staging/stg_mailchimp__campaign_activities.sql
@@ -15,14 +15,16 @@ fields as (
                 staging_columns=get_campaign_recipient_activity_columns()
             )
         }}
-        
+        {{ mailchimp.apply_source_relation() }}
+
     from base
 ),
 
 
 final as (
 
-    select 
+    select
+        source_relation,
         action as action_type,
         campaign_id,
         member_id,
@@ -36,10 +38,10 @@ final as (
 
 ), unique_key as (
 
-    select 
-        *, 
-        {{ dbt_utils.generate_surrogate_key(['action_type', 'campaign_id', 'member_id', 'activity_timestamp']) }} as activity_id,
-        {{ dbt_utils.generate_surrogate_key(['campaign_id','member_id']) }} as email_id
+    select
+        *,
+        {{ dbt_utils.generate_surrogate_key(['source_relation', 'action_type', 'campaign_id', 'member_id', 'activity_timestamp']) }} as activity_id,
+        {{ dbt_utils.generate_surrogate_key(['source_relation', 'campaign_id','member_id']) }} as email_id
     from final
 
 )
diff --git a/models/staging/stg_mailchimp__campaign_recipients.sql b/models/staging/stg_mailchimp__campaign_recipients.sql
index 1c8e174b..80d3eff2 100644
--- a/models/staging/stg_mailchimp__campaign_recipients.sql
+++ b/models/staging/stg_mailchimp__campaign_recipients.sql
@@ -15,28 +15,30 @@ fields as (
                 staging_columns=get_campaign_recipient_columns()
             )
         }}
-        
+        {{ mailchimp.apply_source_relation() }}
+
     from base
 ),
 
 final as (
 
-    select 
+    select
+        source_relation,
         campaign_id,
         member_id,
         combination_id,
         list_id
     from fields
 
-), 
+),
 
 unique_key as (
 
-    select 
+    select
         *,
-        {{ dbt_utils.generate_surrogate_key(['campaign_id','member_id']) }} as email_id
+        {{ dbt_utils.generate_surrogate_key(['source_relation','campaign_id','member_id']) }} as email_id
     from final
-    
+
 )
 
 select *
diff --git a/models/staging/stg_mailchimp__campaigns.sql b/models/staging/stg_mailchimp__campaigns.sql
index 8f32ecb6..ec67cd93 100644
--- a/models/staging/stg_mailchimp__campaigns.sql
+++ b/models/staging/stg_mailchimp__campaigns.sql
@@ -15,13 +15,15 @@ fields as (
                 staging_columns=get_campaign_columns()
             )
         }}
-        
+        {{ mailchimp.apply_source_relation() }}
+
     from base
 ),
 
 final as (
 
-    select 
+    select
+        source_relation,
         id as campaign_id,
         segment_id,
         create_time as create_timestamp,
diff --git a/models/staging/stg_mailchimp__lists.sql b/models/staging/stg_mailchimp__lists.sql
index 126cff51..c70e196d 100644
--- a/models/staging/stg_mailchimp__lists.sql
+++ b/models/staging/stg_mailchimp__lists.sql
@@ -15,14 +15,16 @@ fields as (
                 staging_columns=get_list_columns()
             )
         }}
-        
+        {{ mailchimp.apply_source_relation() }}
+
     from base
 
 ), 
 
 final as (
 
-    select 
+    select
+        source_relation,
         id as list_id,
         date_created,
         name,
diff --git a/models/staging/stg_mailchimp__members.sql b/models/staging/stg_mailchimp__members.sql
index 15251063..4d4091d9 100644
--- a/models/staging/stg_mailchimp__members.sql
+++ b/models/staging/stg_mailchimp__members.sql
@@ -15,13 +15,15 @@ fields as (
                 staging_columns=get_member_columns()
             )
         }}
-        
+        {{ mailchimp.apply_source_relation() }}
+
     from base
 ),
 
 final as (
 
-    select 
+    select
+        source_relation,
         id as member_id,
         email_address,
         email_client,
diff --git a/models/staging/stg_mailchimp__segment_members.sql b/models/staging/stg_mailchimp__segment_members.sql
index 92780ee4..4efe98f3 100644
--- a/models/staging/stg_mailchimp__segment_members.sql
+++ b/models/staging/stg_mailchimp__segment_members.sql
@@ -17,7 +17,8 @@ fields as (
                 staging_columns=get_segment_member_columns()
             )
         }}
-        
+        {{ mailchimp.apply_source_relation() }}
+
     from base
 
 ), 
@@ -25,6 +26,7 @@ fields as (
 final as (
 
     select
+        source_relation,
         segment_id,
         member_id,
         list_id
diff --git a/models/staging/stg_mailchimp__segments.sql b/models/staging/stg_mailchimp__segments.sql
index 45a0f173..d2379a7a 100644
--- a/models/staging/stg_mailchimp__segments.sql
+++ b/models/staging/stg_mailchimp__segments.sql
@@ -17,7 +17,8 @@ fields as (
                 staging_columns=get_segment_columns()
             )
         }}
-        
+        {{ mailchimp.apply_source_relation() }}
+
     from base
 
 ), 
@@ -25,6 +26,7 @@ fields as (
 final as (
 
     select
+        source_relation,
         id as segment_id,
         list_id,
         member_count,
diff --git a/models/staging/stg_mailchimp__unsubscribes.sql b/models/staging/stg_mailchimp__unsubscribes.sql
index b2a2e7bb..48f7f939 100644
--- a/models/staging/stg_mailchimp__unsubscribes.sql
+++ b/models/staging/stg_mailchimp__unsubscribes.sql
@@ -17,14 +17,16 @@ fields as (
                 staging_columns=get_unsubscribe_columns()
             )
         }}
-        
+        {{ mailchimp.apply_source_relation() }}
+
     from base
 
 ), 
 
 final as (
 
-    select 
+    select
+        source_relation,
         campaign_id,
         member_id,
         list_id,
@@ -32,13 +34,13 @@ final as (
         timestamp as unsubscribe_timestamp
     from fields
 
-), 
+),
 
 unique_key as (
 
-    select 
-        *, 
-        {{ dbt_utils.generate_surrogate_key([ 'member_id', 'list_id', 'unsubscribe_timestamp']) }} as unsubscribe_id
+    select
+        *,
+        {{ dbt_utils.generate_surrogate_key(['source_relation', 'member_id', 'list_id', 'unsubscribe_timestamp']) }} as unsubscribe_id
     from final
 
 )
diff --git a/models/staging/tmp/stg_mailchimp__automation_activities_tmp.sql b/models/staging/tmp/stg_mailchimp__automation_activities_tmp.sql
index ceb88338..616e41f8 100644
--- a/models/staging/tmp/stg_mailchimp__automation_activities_tmp.sql
+++ b/models/staging/tmp/stg_mailchimp__automation_activities_tmp.sql
@@ -1,3 +1,9 @@
 {{ config(enabled=var('mailchimp_using_automations', True)) }}
 
-select * from {{ var('automation_recipient_activity') }}
+{{
+    mailchimp.mailchimp_union_connections(
+        connection_dictionary='mailchimp_sources',
+        single_source_name='mailchimp',
+        single_table_name='automation_recipient_activity'
+    )
+}}
diff --git a/models/staging/tmp/stg_mailchimp__automation_emails_tmp.sql b/models/staging/tmp/stg_mailchimp__automation_emails_tmp.sql
index 21b23132..ff0d81f7 100644
--- a/models/staging/tmp/stg_mailchimp__automation_emails_tmp.sql
+++ b/models/staging/tmp/stg_mailchimp__automation_emails_tmp.sql
@@ -1,3 +1,9 @@
 {{ config(enabled=var('mailchimp_using_automations', True)) }}
 
-select * from {{ var('automation_email') }}
+{{
+    mailchimp.mailchimp_union_connections(
+        connection_dictionary='mailchimp_sources',
+        single_source_name='mailchimp',
+        single_table_name='automation_email'
+    )
+}}
diff --git a/models/staging/tmp/stg_mailchimp__automation_recipients_tmp.sql b/models/staging/tmp/stg_mailchimp__automation_recipients_tmp.sql
index bf0b9ce7..2379cc14 100644
--- a/models/staging/tmp/stg_mailchimp__automation_recipients_tmp.sql
+++ b/models/staging/tmp/stg_mailchimp__automation_recipients_tmp.sql
@@ -1,3 +1,9 @@
 {{ config(enabled=var('mailchimp_using_automations', True)) }}
 
-select * from {{ var('automation_recipient') }}
+{{
+    mailchimp.mailchimp_union_connections(
+        connection_dictionary='mailchimp_sources',
+        single_source_name='mailchimp',
+        single_table_name='automation_recipient'
+    )
+}}
diff --git a/models/staging/tmp/stg_mailchimp__automations_tmp.sql b/models/staging/tmp/stg_mailchimp__automations_tmp.sql
index a696ccde..9ddaf829 100644
--- a/models/staging/tmp/stg_mailchimp__automations_tmp.sql
+++ b/models/staging/tmp/stg_mailchimp__automations_tmp.sql
@@ -1,4 +1,10 @@
 {{ config(enabled=var('mailchimp_using_automations', True)) }}
 
-select * from {{ var('automation') }}
+{{
+    mailchimp.mailchimp_union_connections(
+        connection_dictionary='mailchimp_sources',
+        single_source_name='mailchimp',
+        single_table_name='automation'
+    )
+}}
 
diff --git a/models/staging/tmp/stg_mailchimp__campaign_activities_tmp.sql b/models/staging/tmp/stg_mailchimp__campaign_activities_tmp.sql
index 46be90a1..1ceb1007 100644
--- a/models/staging/tmp/stg_mailchimp__campaign_activities_tmp.sql
+++ b/models/staging/tmp/stg_mailchimp__campaign_activities_tmp.sql
@@ -1 +1,7 @@
-select * from {{ var('campaign_recipient_activity') }}
+{{
+    mailchimp.mailchimp_union_connections(
+        connection_dictionary='mailchimp_sources',
+        single_source_name='mailchimp',
+        single_table_name='campaign_recipient_activity'
+    )
+}}
diff --git a/models/staging/tmp/stg_mailchimp__campaign_recipients_tmp.sql b/models/staging/tmp/stg_mailchimp__campaign_recipients_tmp.sql
index 9fe75830..7ca25cb7 100644
--- a/models/staging/tmp/stg_mailchimp__campaign_recipients_tmp.sql
+++ b/models/staging/tmp/stg_mailchimp__campaign_recipients_tmp.sql
@@ -1 +1,7 @@
-select * from {{ var('campaign_recipient') }}
\ No newline at end of file
+{{
+    mailchimp.mailchimp_union_connections(
+        connection_dictionary='mailchimp_sources',
+        single_source_name='mailchimp',
+        single_table_name='campaign_recipient'
+    )
+}}
\ No newline at end of file
diff --git a/models/staging/tmp/stg_mailchimp__campaigns_tmp.sql b/models/staging/tmp/stg_mailchimp__campaigns_tmp.sql
index 0c826e6d..ebc65a88 100644
--- a/models/staging/tmp/stg_mailchimp__campaigns_tmp.sql
+++ b/models/staging/tmp/stg_mailchimp__campaigns_tmp.sql
@@ -1 +1,7 @@
-select * from {{ var('campaign') }}
\ No newline at end of file
+{{
+    mailchimp.mailchimp_union_connections(
+        connection_dictionary='mailchimp_sources',
+        single_source_name='mailchimp',
+        single_table_name='campaign'
+    )
+}}
\ No newline at end of file
diff --git a/models/staging/tmp/stg_mailchimp__lists_tmp.sql b/models/staging/tmp/stg_mailchimp__lists_tmp.sql
index e0c75cc2..7450df78 100644
--- a/models/staging/tmp/stg_mailchimp__lists_tmp.sql
+++ b/models/staging/tmp/stg_mailchimp__lists_tmp.sql
@@ -1 +1,7 @@
-select * from {{ var('list') }}
\ No newline at end of file
+{{
+    mailchimp.mailchimp_union_connections(
+        connection_dictionary='mailchimp_sources',
+        single_source_name='mailchimp',
+        single_table_name='list'
+    )
+}}
\ No newline at end of file
diff --git a/models/staging/tmp/stg_mailchimp__members_tmp.sql b/models/staging/tmp/stg_mailchimp__members_tmp.sql
index 1cab814b..74af3a0e 100644
--- a/models/staging/tmp/stg_mailchimp__members_tmp.sql
+++ b/models/staging/tmp/stg_mailchimp__members_tmp.sql
@@ -1 +1,7 @@
-select * from {{ var('member') }}
\ No newline at end of file
+{{
+    mailchimp.mailchimp_union_connections(
+        connection_dictionary='mailchimp_sources',
+        single_source_name='mailchimp',
+        single_table_name='member'
+    )
+}}
\ No newline at end of file
diff --git a/models/staging/tmp/stg_mailchimp__segment_members_tmp.sql b/models/staging/tmp/stg_mailchimp__segment_members_tmp.sql
index 56ff36c7..5bc1905f 100644
--- a/models/staging/tmp/stg_mailchimp__segment_members_tmp.sql
+++ b/models/staging/tmp/stg_mailchimp__segment_members_tmp.sql
@@ -1,3 +1,9 @@
 {{ config(enabled=var('mailchimp_using_segments', True)) }}
 
-select * from {{ var('segment_member') }}
\ No newline at end of file
+{{
+    mailchimp.mailchimp_union_connections(
+        connection_dictionary='mailchimp_sources',
+        single_source_name='mailchimp',
+        single_table_name='segment_member'
+    )
+}}
\ No newline at end of file
diff --git a/models/staging/tmp/stg_mailchimp__segments_tmp.sql b/models/staging/tmp/stg_mailchimp__segments_tmp.sql
index 8f6bffb8..0b8e9221 100644
--- a/models/staging/tmp/stg_mailchimp__segments_tmp.sql
+++ b/models/staging/tmp/stg_mailchimp__segments_tmp.sql
@@ -1,3 +1,9 @@
 {{ config(enabled=var('mailchimp_using_segments', True)) }}
 
-select * from {{ var('mailchimp_segment') }}
\ No newline at end of file
+{{
+    mailchimp.mailchimp_union_connections(
+        connection_dictionary='mailchimp_sources',
+        single_source_name='mailchimp',
+        single_table_name='segment'
+    )
+}}
\ No newline at end of file
diff --git a/models/staging/tmp/stg_mailchimp__unsubscribes_tmp.sql b/models/staging/tmp/stg_mailchimp__unsubscribes_tmp.sql
index 58a77690..2247ab2d 100644
--- a/models/staging/tmp/stg_mailchimp__unsubscribes_tmp.sql
+++ b/models/staging/tmp/stg_mailchimp__unsubscribes_tmp.sql
@@ -1,3 +1,9 @@
 {{ config(enabled=var('mailchimp_using_unsubscribes', True)) }}
 
-select * from {{ var('unsubscribe') }}
\ No newline at end of file
+{{
+    mailchimp.mailchimp_union_connections(
+        connection_dictionary='mailchimp_sources',
+        single_source_name='mailchimp',
+        single_table_name='unsubscribe'
+    )
+}}
\ No newline at end of file