diff --git a/.buildkite/scripts/run_models.sh b/.buildkite/scripts/run_models.sh
index bf7a814..e639329 100644
--- a/.buildkite/scripts/run_models.sh
+++ b/.buildkite/scripts/run_models.sh
@@ -19,7 +19,7 @@ dbt deps
 dbt seed --target "$db" --full-refresh
 dbt run --target "$db" --full-refresh
 dbt test --target "$db"
-dbt run --vars '{using_twilio_call: false, using_twilio_messaging_service: false}' --target "$db" --full-refresh
+dbt run --vars '{using_twilio_call: false, using_twilio_messaging_service: false, using_twilio_usage_record: false}' --target "$db" --full-refresh
 dbt test --target "$db"
 
 dbt run-operation fivetran_utils.drop_schemas_automation --target "$db"
\ No newline at end of file
diff --git a/.quickstart/quickstart.yml b/.quickstart/quickstart.yml
index 5ed2e95..4b81433 100644
--- a/.quickstart/quickstart.yml
+++ b/.quickstart/quickstart.yml
@@ -8,6 +8,9 @@ table_variables:
     - messaging_service
   using_twilio_call:
     - call
+  using_twilio_usage_record:
+    - usage_record
+
 
 destination_configurations:
   databricks:
diff --git a/CHANGELOG.md b/CHANGELOG.md
index 311fd03..153c746 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -1,3 +1,11 @@
+# dbt_twilio v0.4.0
+
+## Features
+- Added the ability to disable the `USAGE_RECORD` source table via variable `using_twilio_usage_record` (default `true`). If disabled, downstream this will remove the `total_account_spend` field in `twilio__account_overview`. Refer to the [README](https://github.com/fivetran/dbt_twilio?tab=readme-ov-file#step-4-enablingdisabling-models) for more details. 
+
+## Under the Hood
+- Removes references to unused models in `twilio__message_enhanced`.
+
 # dbt_twilio v0.3.0
 
 > _Note_: This release is a 🚨 **breaking change** 🚨 due to breaking changes introduced in the upstream twilio_source package [v0.3.0](https://github.com/fivetran/dbt_twilio_source/releases/tag/v0.3.0) release, where we explicitly cast the below fields as float types and remove any non-numerical characters. 
diff --git a/README.md b/README.md
index 4c4a7f5..be235c2 100644
--- a/README.md
+++ b/README.md
@@ -1,4 +1,6 @@
-<p align="center">
+# Twilio Transformation dbt Package ([Docs](https://fivetran.github.io/dbt_twilio/))
+
+<p align="left">
     <a alt="License"
         href="https://github.com/fivetran/dbt_twilio_source/blob/main/LICENSE">
         <img src="https://img.shields.io/badge/License-Apache%202.0-blue.svg" /></a>
@@ -10,8 +12,6 @@
         <img src="https://img.shields.io/badge/Contributions-welcome-blueviolet" /></a>
 </p>
 
-
-# Twilio Transformation dbt Package ([Docs](https://fivetran.github.io/dbt_twilio/))
 ## What does this dbt package do?
 
 - Produces modeled tables that leverage Twilio data from [Fivetran's connector](https://fivetran.com/docs/applications/twilio) in the format described by [this ERD](https://fivetran.com/docs/applications/twilio#schemainformation) and builds off the output of our [Twilio source package](https://github.com/fivetran/dbt_twilio_source).
@@ -51,7 +51,7 @@ Include the following Twilio package version in your `packages.yml` file:
 ```yaml
 packages:
   - package: fivetran/twilio
-    version: [">=0.3.0", "<0.4.0"]
+    version: [">=0.4.0", "<0.5.0"]
 ```
 ### Step 3: Define database and schema variables
 By default, this package runs using your destination and the `Twilio` schema. If this is not where your Twilio data is (for example, if your Twilio schema is named `twilio_fivetran`), add the following configuration to your root `dbt_project.yml` file:
@@ -72,6 +72,8 @@ By default, all variables are assumed to be `true`.
 vars:
   using_twilio_call: False # Disable this if not using call
   using_twilio_messaging_service: False # Disable this if not using messaging_service
+  using_twilio_usage_record: False # Disable this if not using usage_record
+
 ```
 
 ### (Optional) Step 5: Additional configurations
@@ -124,7 +126,7 @@ This dbt package is dependent on the following dbt packages. These dependencies
 ```yml
 packages:
     - package: fivetran/twilio_source
-      version: [">=0.3.0", "<0.4.0"]
+      version: [">=0.4.0", "<0.5.0"]
 
     - package: fivetran/fivetran_utils
       version: [">=0.4.0", "<0.5.0"]
diff --git a/dbt_project.yml b/dbt_project.yml
index 2bde4ed..0cffed0 100644
--- a/dbt_project.yml
+++ b/dbt_project.yml
@@ -1,5 +1,5 @@
 name: 'twilio' 
-version: '0.3.0'
+version: '0.4.0'
 config-version: 2
 require-dbt-version: [">=1.3.0", "<2.0.0"]
 vars:
diff --git a/docs/catalog.json b/docs/catalog.json
index 7f05d80..62b83a1 100644
--- a/docs/catalog.json
+++ b/docs/catalog.json
@@ -1 +1 @@
-{"metadata": {"dbt_schema_version": "https://schemas.getdbt.com/dbt/catalog/v1.json", "dbt_version": "1.7.9", "generated_at": "2024-07-15T16:49:02.356698Z", "invocation_id": "e8ce4316-d9b3-461b-a2bd-704a4cb0440f", "env": {}}, "nodes": {"model.twilio_source.stg_twilio__account_history": {"metadata": {"type": "table", "schema": "zz_dbt_renee_twilio_source", "name": "stg_twilio__account_history", "database": "dbt-package-testing", "comment": null, "owner": null}, "columns": {"_fivetran_synced": {"type": "TIMESTAMP", "index": 1, "name": "_fivetran_synced", "comment": null}, "created_at": {"type": "TIMESTAMP", "index": 2, "name": "created_at", "comment": null}, "friendly_name": {"type": "STRING", "index": 3, "name": "friendly_name", "comment": null}, "account_id": {"type": "STRING", "index": 4, "name": "account_id", "comment": null}, "owner_account_id": {"type": "STRING", "index": 5, "name": "owner_account_id", "comment": null}, "status": {"type": "STRING", "index": 6, "name": "status", "comment": null}, "type": {"type": "STRING", "index": 7, "name": "type", "comment": null}, "updated_at": {"type": "TIMESTAMP", "index": 8, "name": "updated_at", "comment": null}, "is_most_recent_record": {"type": "BOOL", "index": 9, "name": "is_most_recent_record", "comment": null}}, "stats": {"num_bytes": {"id": "num_bytes", "label": "Approximate Size", "value": 136, "include": true, "description": "Approximate size of table as reported by BigQuery"}, "num_rows": {"id": "num_rows", "label": "# Rows", "value": 1, "include": true, "description": "Approximate count of rows in this table"}, "has_stats": {"id": "has_stats", "label": "Has Stats?", "value": true, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.twilio_source.stg_twilio__account_history"}, "model.twilio_source.stg_twilio__account_history_tmp": {"metadata": {"type": "view", "schema": "zz_dbt_renee_twilio_source", "name": "stg_twilio__account_history_tmp", "database": "dbt-package-testing", "comment": null, "owner": null}, "columns": {"id": {"type": "STRING", "index": 1, "name": "id", "comment": null}, "updated_at": {"type": "TIMESTAMP", "index": 2, "name": "updated_at", "comment": null}, "_fivetran_synced": {"type": "TIMESTAMP", "index": 3, "name": "_fivetran_synced", "comment": null}, "created_at": {"type": "TIMESTAMP", "index": 4, "name": "created_at", "comment": null}, "friendly_name": {"type": "STRING", "index": 5, "name": "friendly_name", "comment": null}, "owner_account_id": {"type": "STRING", "index": 6, "name": "owner_account_id", "comment": null}, "status": {"type": "STRING", "index": 7, "name": "status", "comment": null}, "type": {"type": "STRING", "index": 8, "name": "type", "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": "model.twilio_source.stg_twilio__account_history_tmp"}, "model.twilio_source.stg_twilio__address": {"metadata": {"type": "table", "schema": "zz_dbt_renee_twilio_source", "name": "stg_twilio__address", "database": "dbt-package-testing", "comment": null, "owner": null}, "columns": {"_fivetran_synced": {"type": "TIMESTAMP", "index": 1, "name": "_fivetran_synced", "comment": null}, "account_id": {"type": "STRING", "index": 2, "name": "account_id", "comment": null}, "city": {"type": "STRING", "index": 3, "name": "city", "comment": null}, "created_at": {"type": "TIMESTAMP", "index": 4, "name": "created_at", "comment": null}, "customer_name": {"type": "STRING", "index": 5, "name": "customer_name", "comment": null}, "emergency_enabled": {"type": "BOOL", "index": 6, "name": "emergency_enabled", "comment": null}, "friendly_name": {"type": "STRING", "index": 7, "name": "friendly_name", "comment": null}, "address_id": {"type": "STRING", "index": 8, "name": "address_id", "comment": null}, "iso_country": {"type": "STRING", "index": 9, "name": "iso_country", "comment": null}, "postal_code": {"type": "STRING", "index": 10, "name": "postal_code", "comment": null}, "region": {"type": "STRING", "index": 11, "name": "region", "comment": null}, "street": {"type": "STRING", "index": 12, "name": "street", "comment": null}, "updated_at": {"type": "TIMESTAMP", "index": 13, "name": "updated_at", "comment": null}, "validated": {"type": "BOOL", "index": 14, "name": "validated", "comment": null}, "verified": {"type": "BOOL", "index": 15, "name": "verified", "comment": null}}, "stats": {"num_bytes": {"id": "num_bytes", "label": "Approximate Size", "value": 175, "include": true, "description": "Approximate size of table as reported by BigQuery"}, "num_rows": {"id": "num_rows", "label": "# Rows", "value": 1, "include": true, "description": "Approximate count of rows in this table"}, "has_stats": {"id": "has_stats", "label": "Has Stats?", "value": true, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.twilio_source.stg_twilio__address"}, "model.twilio_source.stg_twilio__address_tmp": {"metadata": {"type": "view", "schema": "zz_dbt_renee_twilio_source", "name": "stg_twilio__address_tmp", "database": "dbt-package-testing", "comment": null, "owner": null}, "columns": {"id": {"type": "STRING", "index": 1, "name": "id", "comment": null}, "_fivetran_synced": {"type": "TIMESTAMP", "index": 2, "name": "_fivetran_synced", "comment": null}, "account_id": {"type": "STRING", "index": 3, "name": "account_id", "comment": null}, "city": {"type": "STRING", "index": 4, "name": "city", "comment": null}, "created_at": {"type": "TIMESTAMP", "index": 5, "name": "created_at", "comment": null}, "customer_name": {"type": "STRING", "index": 6, "name": "customer_name", "comment": null}, "emergency_enabled": {"type": "BOOL", "index": 7, "name": "emergency_enabled", "comment": null}, "friendly_name": {"type": "STRING", "index": 8, "name": "friendly_name", "comment": null}, "iso_country": {"type": "STRING", "index": 9, "name": "iso_country", "comment": null}, "postal_code": {"type": "STRING", "index": 10, "name": "postal_code", "comment": null}, "region": {"type": "STRING", "index": 11, "name": "region", "comment": null}, "street": {"type": "STRING", "index": 12, "name": "street", "comment": null}, "updated_at": {"type": "TIMESTAMP", "index": 13, "name": "updated_at", "comment": null}, "validated": {"type": "BOOL", "index": 14, "name": "validated", "comment": null}, "verified": {"type": "BOOL", "index": 15, "name": "verified", "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": "model.twilio_source.stg_twilio__address_tmp"}, "model.twilio_source.stg_twilio__call": {"metadata": {"type": "table", "schema": "zz_dbt_renee_twilio_source", "name": "stg_twilio__call", "database": "dbt-package-testing", "comment": null, "owner": null}, "columns": {"_fivetran_synced": {"type": "TIMESTAMP", "index": 1, "name": "_fivetran_synced", "comment": null}, "account_id": {"type": "STRING", "index": 2, "name": "account_id", "comment": null}, "annotation": {"type": "STRING", "index": 3, "name": "annotation", "comment": null}, "answered_by": {"type": "STRING", "index": 4, "name": "answered_by", "comment": null}, "caller_name": {"type": "STRING", "index": 5, "name": "caller_name", "comment": null}, "created_at": {"type": "TIMESTAMP", "index": 6, "name": "created_at", "comment": null}, "direction": {"type": "STRING", "index": 7, "name": "direction", "comment": null}, "duration": {"type": "FLOAT64", "index": 8, "name": "duration", "comment": null}, "end_time": {"type": "TIMESTAMP", "index": 9, "name": "end_time", "comment": null}, "forwarded_from": {"type": "STRING", "index": 10, "name": "forwarded_from", "comment": null}, "call_from": {"type": "STRING", "index": 11, "name": "call_from", "comment": null}, "from_formatted": {"type": "STRING", "index": 12, "name": "from_formatted", "comment": null}, "group_id": {"type": "STRING", "index": 13, "name": "group_id", "comment": null}, "call_id": {"type": "STRING", "index": 14, "name": "call_id", "comment": null}, "outgoing_caller_id": {"type": "STRING", "index": 15, "name": "outgoing_caller_id", "comment": null}, "parent_call_id": {"type": "STRING", "index": 16, "name": "parent_call_id", "comment": null}, "price": {"type": "FLOAT64", "index": 17, "name": "price", "comment": null}, "price_unit": {"type": "STRING", "index": 18, "name": "price_unit", "comment": null}, "queue_time": {"type": "FLOAT64", "index": 19, "name": "queue_time", "comment": null}, "start_time": {"type": "TIMESTAMP", "index": 20, "name": "start_time", "comment": null}, "status": {"type": "STRING", "index": 21, "name": "status", "comment": null}, "call_to": {"type": "STRING", "index": 22, "name": "call_to", "comment": null}, "to_formatted": {"type": "STRING", "index": 23, "name": "to_formatted", "comment": null}, "trunk_id": {"type": "STRING", "index": 24, "name": "trunk_id", "comment": null}, "updated_at": {"type": "TIMESTAMP", "index": 25, "name": "updated_at", "comment": null}}, "stats": {"num_bytes": {"id": "num_bytes", "label": "Approximate Size", "value": 322371, "include": true, "description": "Approximate size of table as reported by BigQuery"}, "num_rows": {"id": "num_rows", "label": "# Rows", "value": 1181, "include": true, "description": "Approximate count of rows in this table"}, "has_stats": {"id": "has_stats", "label": "Has Stats?", "value": true, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.twilio_source.stg_twilio__call"}, "model.twilio_source.stg_twilio__call_tmp": {"metadata": {"type": "view", "schema": "zz_dbt_renee_twilio_source", "name": "stg_twilio__call_tmp", "database": "dbt-package-testing", "comment": null, "owner": null}, "columns": {"id": {"type": "STRING", "index": 1, "name": "id", "comment": null}, "_fivetran_synced": {"type": "TIMESTAMP", "index": 2, "name": "_fivetran_synced", "comment": null}, "account_id": {"type": "STRING", "index": 3, "name": "account_id", "comment": null}, "annotation": {"type": "STRING", "index": 4, "name": "annotation", "comment": null}, "answered_by": {"type": "STRING", "index": 5, "name": "answered_by", "comment": null}, "caller_name": {"type": "STRING", "index": 6, "name": "caller_name", "comment": null}, "created_at": {"type": "TIMESTAMP", "index": 7, "name": "created_at", "comment": null}, "direction": {"type": "STRING", "index": 8, "name": "direction", "comment": null}, "duration": {"type": "STRING", "index": 9, "name": "duration", "comment": null}, "end_time": {"type": "TIMESTAMP", "index": 10, "name": "end_time", "comment": null}, "forwarded_from": {"type": "STRING", "index": 11, "name": "forwarded_from", "comment": null}, "from": {"type": "STRING", "index": 12, "name": "from", "comment": null}, "from_formatted": {"type": "STRING", "index": 13, "name": "from_formatted", "comment": null}, "group_id": {"type": "STRING", "index": 14, "name": "group_id", "comment": null}, "outgoing_caller_id": {"type": "STRING", "index": 15, "name": "outgoing_caller_id", "comment": null}, "parent_call_id": {"type": "STRING", "index": 16, "name": "parent_call_id", "comment": null}, "price": {"type": "STRING", "index": 17, "name": "price", "comment": null}, "price_unit": {"type": "STRING", "index": 18, "name": "price_unit", "comment": null}, "queue_time": {"type": "STRING", "index": 19, "name": "queue_time", "comment": null}, "start_time": {"type": "TIMESTAMP", "index": 20, "name": "start_time", "comment": null}, "status": {"type": "STRING", "index": 21, "name": "status", "comment": null}, "to": {"type": "STRING", "index": 22, "name": "to", "comment": null}, "to_formatted": {"type": "STRING", "index": 23, "name": "to_formatted", "comment": null}, "trunk_id": {"type": "STRING", "index": 24, "name": "trunk_id", "comment": null}, "updated_at": {"type": "TIMESTAMP", "index": 25, "name": "updated_at", "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": "model.twilio_source.stg_twilio__call_tmp"}, "model.twilio_source.stg_twilio__incoming_phone_number": {"metadata": {"type": "table", "schema": "zz_dbt_renee_twilio_source", "name": "stg_twilio__incoming_phone_number", "database": "dbt-package-testing", "comment": null, "owner": null}, "columns": {"_fivetran_synced": {"type": "TIMESTAMP", "index": 1, "name": "_fivetran_synced", "comment": null}, "account_id": {"type": "STRING", "index": 2, "name": "account_id", "comment": null}, "address_id": {"type": "STRING", "index": 3, "name": "address_id", "comment": null}, "capabilities_mms": {"type": "BOOL", "index": 4, "name": "capabilities_mms", "comment": null}, "capabilities_sms": {"type": "BOOL", "index": 5, "name": "capabilities_sms", "comment": null}, "capabilities_voice": {"type": "BOOL", "index": 6, "name": "capabilities_voice", "comment": null}, "created_at": {"type": "TIMESTAMP", "index": 7, "name": "created_at", "comment": null}, "emergency_address_id": {"type": "STRING", "index": 8, "name": "emergency_address_id", "comment": null}, "emergency_status": {"type": "STRING", "index": 9, "name": "emergency_status", "comment": null}, "friendly_name": {"type": "STRING", "index": 10, "name": "friendly_name", "comment": null}, "incoming_phone_number_id": {"type": "STRING", "index": 11, "name": "incoming_phone_number_id", "comment": null}, "origin": {"type": "STRING", "index": 12, "name": "origin", "comment": null}, "phone_number": {"type": "STRING", "index": 13, "name": "phone_number", "comment": null}, "trunk_id": {"type": "STRING", "index": 14, "name": "trunk_id", "comment": null}, "updated_at": {"type": "TIMESTAMP", "index": 15, "name": "updated_at", "comment": null}, "voice_caller_id_lookup": {"type": "BOOL", "index": 16, "name": "voice_caller_id_lookup", "comment": null}, "voice_url": {"type": "STRING", "index": 17, "name": "voice_url", "comment": null}}, "stats": {"num_bytes": {"id": "num_bytes", "label": "Approximate Size", "value": 186, "include": true, "description": "Approximate size of table as reported by BigQuery"}, "num_rows": {"id": "num_rows", "label": "# Rows", "value": 1, "include": true, "description": "Approximate count of rows in this table"}, "has_stats": {"id": "has_stats", "label": "Has Stats?", "value": true, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.twilio_source.stg_twilio__incoming_phone_number"}, "model.twilio_source.stg_twilio__incoming_phone_number_tmp": {"metadata": {"type": "view", "schema": "zz_dbt_renee_twilio_source", "name": "stg_twilio__incoming_phone_number_tmp", "database": "dbt-package-testing", "comment": null, "owner": null}, "columns": {"id": {"type": "STRING", "index": 1, "name": "id", "comment": null}, "_fivetran_synced": {"type": "TIMESTAMP", "index": 2, "name": "_fivetran_synced", "comment": null}, "account_id": {"type": "STRING", "index": 3, "name": "account_id", "comment": null}, "address_id": {"type": "STRING", "index": 4, "name": "address_id", "comment": null}, "address_requirements": {"type": "STRING", "index": 5, "name": "address_requirements", "comment": null}, "beta": {"type": "BOOL", "index": 6, "name": "beta", "comment": null}, "capabilities_mms": {"type": "BOOL", "index": 7, "name": "capabilities_mms", "comment": null}, "capabilities_sms": {"type": "BOOL", "index": 8, "name": "capabilities_sms", "comment": null}, "capabilities_voice": {"type": "BOOL", "index": 9, "name": "capabilities_voice", "comment": null}, "created_at": {"type": "TIMESTAMP", "index": 10, "name": "created_at", "comment": null}, "emergency_address_id": {"type": "STRING", "index": 11, "name": "emergency_address_id", "comment": null}, "emergency_status": {"type": "STRING", "index": 12, "name": "emergency_status", "comment": null}, "friendly_name": {"type": "STRING", "index": 13, "name": "friendly_name", "comment": null}, "origin": {"type": "STRING", "index": 14, "name": "origin", "comment": null}, "phone_number": {"type": "STRING", "index": 15, "name": "phone_number", "comment": null}, "trunk_id": {"type": "STRING", "index": 16, "name": "trunk_id", "comment": null}, "updated_at": {"type": "TIMESTAMP", "index": 17, "name": "updated_at", "comment": null}, "voice_caller_id_lookup": {"type": "BOOL", "index": 18, "name": "voice_caller_id_lookup", "comment": null}, "voice_url": {"type": "STRING", "index": 19, "name": "voice_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": 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17, "name": "sticky_sender", "comment": null}, "synchronous_validation": {"type": "boolean", "index": 18, "name": "synchronous_validation", "comment": null}, "updated_at": {"type": "text", "index": 19, "name": "updated_at", "comment": null}, "us_app_to_person_registered": {"type": "boolean", "index": 20, "name": "us_app_to_person_registered", "comment": null}, "use_inbound_webhook_on_number": {"type": "boolean", "index": 21, "name": "use_inbound_webhook_on_number", "comment": null}, "usecase": {"type": "text", "index": 22, "name": "usecase", "comment": null}, "validity_period": {"type": "integer", "index": 23, "name": "validity_period", "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": "source.twilio_source.twilio.messaging_service"}, "source.twilio_source.twilio.outgoing_caller_id": {"metadata": {"type": "BASE TABLE", "schema": "twilio_integration_tests_1", "name": "twilio_outgoing_caller_id_data", "database": "postgres", "comment": null, "owner": "pguser"}, "columns": {"id": {"type": "text", "index": 1, "name": "id", "comment": null}, "_fivetran_synced": {"type": "text", "index": 2, "name": "_fivetran_synced", "comment": null}, "created_at": {"type": "text", "index": 3, "name": "created_at", "comment": null}, "friendly_name": {"type": "character varying", "index": 4, "name": "friendly_name", "comment": null}, "phone_number": {"type": "character varying", "index": 5, "name": "phone_number", "comment": null}, "updated_at": {"type": "text", "index": 6, "name": "updated_at", "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": "source.twilio_source.twilio.outgoing_caller_id"}, "source.twilio_source.twilio.usage_record": {"metadata": {"type": "BASE TABLE", "schema": "twilio_integration_tests_1", "name": "twilio_usage_record_data", "database": "postgres", "comment": null, "owner": "pguser"}, "columns": {"account_id": {"type": "text", "index": 1, "name": "account_id", "comment": null}, "category": {"type": "text", "index": 2, "name": "category", "comment": null}, "end_date": {"type": "date", "index": 3, "name": "end_date", "comment": null}, "start_date": {"type": "date", "index": 4, "name": "start_date", "comment": null}, "_fivetran_synced": {"type": "text", "index": 5, "name": "_fivetran_synced", "comment": null}, "as_of": {"type": "text", "index": 6, "name": "as_of", "comment": null}, "count": {"type": "integer", "index": 7, "name": "count", "comment": null}, "count_unit": {"type": "text", "index": 8, "name": "count_unit", "comment": null}, "description": {"type": "text", "index": 9, "name": "description", "comment": null}, "price": {"type": "text", "index": 10, "name": "price", "comment": null}, "price_unit": {"type": "text", "index": 11, "name": "price_unit", "comment": null}, "usage": {"type": "integer", "index": 12, "name": "usage", "comment": null}, "usage_unit": {"type": "text", "index": 13, "name": "usage_unit", "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": "source.twilio_source.twilio.usage_record"}}, "errors": null}
\ No newline at end of file
diff --git a/docs/manifest.json b/docs/manifest.json
index f0d1742..f3cd3f7 100644
--- a/docs/manifest.json
+++ b/docs/manifest.json
@@ -1 +1 @@
-{"metadata": {"dbt_schema_version": "https://schemas.getdbt.com/dbt/manifest/v11.json", "dbt_version": "1.7.9", "generated_at": "2024-07-15T16:48:39.094755Z", "invocation_id": "e8ce4316-d9b3-461b-a2bd-704a4cb0440f", "env": {}, "project_name": "my_new_project", "project_id": "faebc42304447d4427374f806679ecb5", "user_id": "9727b491-ecfe-4596-b1e2-53e646e8f80e", "send_anonymous_usage_stats": true, "adapter_type": "bigquery"}, "nodes": {"model.twilio_source.stg_twilio__call": {"database": "dbt-package-testing", "schema": "zz_dbt_renee_twilio_source", "name": "stg_twilio__call", "resource_type": "model", "package_name": "twilio_source", "path": "stg_twilio__call.sql", "original_file_path": "models/stg_twilio__call.sql", "unique_id": "model.twilio_source.stg_twilio__call", "fqn": ["twilio_source", "stg_twilio__call"], "alias": "stg_twilio__call", "checksum": {"name": "sha256", "checksum": "61802ae108312f8a7314812861d846b16cedf8cfc2fa4c2b2b416aa00a34f241"}, "config": {"enabled": true, "alias": null, "schema": "twilio_source", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "A table with information about each phone call that occurred or is scheduled to occur.", "columns": {"_fivetran_synced": {"name": "_fivetran_synced", "description": "timestamp of when fivetran synced a record.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "call_id": {"name": "call_id", "description": "The unique identifier for the Call resource.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_id": {"name": "account_id", "description": "The unique identifier for the Account responsible for this Call.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "annotation": {"name": "annotation", "description": "A user-defined string that provides additional information about the Call.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "answered_by": {"name": "answered_by", "description": "The identity of the recipient that answered the Call.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "caller_name": {"name": "caller_name", "description": "The caller's name, if available.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "created_at": {"name": "created_at", "description": "The date and time when the Call was created, given as GMT in RFC 2822 format.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "direction": {"name": "direction", "description": "The direction of the Call - `inbound` for incoming calls, `outbound-api` for calls initiated via the REST API, and `outbound-dial` for calls initiated by a TwiML `<Dial>` verb.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "duration": {"name": "duration", "description": "The duration of the Call in seconds.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "end_time": {"name": "end_time", "description": "The date and time when the Call ended, given as GMT in RFC 2822 format.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "forwarded_from": {"name": "forwarded_from", "description": "The phone number that initiated the Call, if applicable.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "call_from": {"name": "call_from", "description": "The phone number or client identifier that made the Call.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "from_formatted": {"name": "from_formatted", "description": "The formatted version of the `from` phone number or client identifier.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "group_id": {"name": "group_id", "description": "The unique identifier for the grouping of related Calls.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "outgoing_caller_id": {"name": "outgoing_caller_id", "description": "The unique identifier for the Outgoing Caller ID resource associated with the Call.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "parent_call_id": {"name": "parent_call_id", "description": "The unique identifier for the Call that created this Call as a result of executing TwiML.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "price": {"name": "price", "description": "The cost of the Call in the specified `price_unit`.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "price_unit": {"name": "price_unit", "description": "The currency unit in which the `price` is measured.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "queue_time": {"name": "queue_time", "description": "The time spent in the queue before the Call is placed, in milliseconds.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "start_time": {"name": "start_time", "description": "The date and time when the Call started, given as GMT in RFC 2822 format.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "status": {"name": "status", "description": "The current status of the Call - `queued`, `ringing`, `in-progress`, `completed`, `busy`, `failed`, `no-answer`, or `canceled`.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "call_to": {"name": "call_to", "description": "The phone number or client identifier that received the Call.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "to_formatted": {"name": "to_formatted", "description": "The formatted version of the `to` phone number or client identifier.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "trunk_id": {"name": "trunk_id", "description": "The unique identifier for the Trunk resource associated with the Call.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "updated_at": {"name": "updated_at", "description": "The date and time when the Call record was last updated, given as GMT in RFC 2822 format.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "twilio_source://models/stg_twilio.yml", "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "twilio_source", "enabled": true}, "created_at": 1721062053.591775, "relation_name": "`dbt-package-testing`.`zz_dbt_renee_twilio_source`.`stg_twilio__call`", "raw_code": "--To disable this model, set the using_twilio_call variable within your dbt_project.yml file to False.\n{{ config(enabled=var('using_twilio_call', True)) }}\n\nwith base as (\n\n    select * \n    from {{ ref('stg_twilio__call_tmp') }}\n),\n\nfields as (\n\n    select\n        {{\n            fivetran_utils.fill_staging_columns(\n                source_columns=adapter.get_columns_in_relation(ref('stg_twilio__call_tmp')),\n                staging_columns=get_call_columns()\n            )\n        }}\n    from base\n),\n\nfinal as (\n    \n    select \n        _fivetran_synced,\n        account_id,\n        annotation,\n        answered_by,\n        caller_name,\n        created_at,\n        direction,\n        cast( {{ twilio_source.remove_non_numeric_chars('duration')}} as {{ dbt.type_float() }}) as duration,\n        end_time,\n        forwarded_from,\n        call_from, -- renamed in the get_call_columns macro\n        from_formatted,\n        group_id,\n        id as call_id,\n        outgoing_caller_id,\n        parent_call_id,\n        cast( {{ twilio_source.remove_non_numeric_chars('price')}} as {{ dbt.type_float() }}) as price,\n        price_unit,\n        cast( {{ twilio_source.remove_non_numeric_chars('queue_time')}} as {{ dbt.type_float() }}) as queue_time,\n        start_time,\n        status,\n        call_to, -- renamed in the get_call_columns macro\n        to_formatted,\n        trunk_id,\n        updated_at\n    from fields\n)\n\nselect *\nfrom final", "language": "sql", "refs": [{"name": "stg_twilio__call_tmp", "package": null, "version": null}, {"name": "stg_twilio__call_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.twilio_source.get_call_columns", "macro.fivetran_utils.fill_staging_columns", "macro.twilio_source.remove_non_numeric_chars", "macro.dbt.type_float"], "nodes": ["model.twilio_source.stg_twilio__call_tmp"]}, "compiled_path": "target/compiled/twilio_source/models/stg_twilio__call.sql", "compiled": true, "compiled_code": "--To disable this model, set the using_twilio_call variable within your dbt_project.yml file to False.\n\n\nwith base as (\n\n    select * \n    from `dbt-package-testing`.`zz_dbt_renee_twilio_source`.`stg_twilio__call_tmp`\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    account_id\n    \n as \n    \n    account_id\n    \n, \n    \n    \n    annotation\n    \n as \n    \n    annotation\n    \n, \n    \n    \n    answered_by\n    \n as \n    \n    answered_by\n    \n, \n    \n    \n    caller_name\n    \n as \n    \n    caller_name\n    \n, \n    \n    \n    created_at\n    \n as \n    \n    created_at\n    \n, \n    \n    \n    direction\n    \n as \n    \n    direction\n    \n, \n    \n    \n    duration\n    \n as \n    \n    duration\n    \n, \n    \n    \n    end_time\n    \n as \n    \n    end_time\n    \n, \n    \n    \n    forwarded_from\n    \n as \n    \n    forwarded_from\n    \n, \n    \n    \n    from_formatted\n    \n as \n    \n    from_formatted\n    \n, \n    \n    \n    group_id\n    \n as \n    \n    group_id\n    \n, \n    \n    \n    id\n    \n as \n    \n    id\n    \n, \n    \n    \n    outgoing_caller_id\n    \n as \n    \n    outgoing_caller_id\n    \n, \n    \n    \n    parent_call_id\n    \n as \n    \n    parent_call_id\n    \n, \n    \n    \n    price\n    \n as \n    \n    price\n    \n, \n    \n    \n    price_unit\n    \n as \n    \n    price_unit\n    \n, \n    \n    \n    queue_time\n    \n as \n    \n    queue_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    to_formatted\n    \n as \n    \n    to_formatted\n    \n, \n    \n    \n    trunk_id\n    \n as \n    \n    trunk_id\n    \n, \n    \n    \n    updated_at\n    \n as \n    \n    updated_at\n    \n, \n    \n    \n        \n            \n            `from`\n            \n        \n    \n as call_from , \n    \n    \n        \n            \n            `to`\n            \n        \n    \n as call_to \n\n\n    from base\n),\n\nfinal as (\n    \n    select \n        _fivetran_synced,\n        account_id,\n        annotation,\n        answered_by,\n        caller_name,\n        created_at,\n        direction,\n        cast( \n\n    REGEXP_REPLACE(cast (duration as string), r'[^0-9.-]', '')\n\n as FLOAT64) as duration,\n        end_time,\n        forwarded_from,\n        call_from, -- renamed in the get_call_columns macro\n        from_formatted,\n        group_id,\n        id as call_id,\n        outgoing_caller_id,\n        parent_call_id,\n        cast( \n\n    REGEXP_REPLACE(cast (price as string), r'[^0-9.-]', '')\n\n as FLOAT64) as price,\n        price_unit,\n        cast( \n\n    REGEXP_REPLACE(cast (queue_time as string), r'[^0-9.-]', '')\n\n as FLOAT64) as queue_time,\n        start_time,\n        status,\n        call_to, -- renamed in the get_call_columns macro\n        to_formatted,\n        trunk_id,\n        updated_at\n    from fields\n)\n\nselect *\nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.twilio_source.stg_twilio__messaging_service": {"database": "dbt-package-testing", "schema": "zz_dbt_renee_twilio_source", "name": "stg_twilio__messaging_service", "resource_type": "model", "package_name": "twilio_source", "path": "stg_twilio__messaging_service.sql", "original_file_path": "models/stg_twilio__messaging_service.sql", "unique_id": "model.twilio_source.stg_twilio__messaging_service", "fqn": ["twilio_source", "stg_twilio__messaging_service"], "alias": "stg_twilio__messaging_service", "checksum": {"name": "sha256", "checksum": "017cb07cd75ca16531727863709277ba1e609e085884b089e4ec6a26c7eba131"}, "config": {"enabled": true, "alias": null, "schema": "twilio_source", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "A table with information about each messaging service. You can think of messaging services as a higher-level \u201cbundling\u201d of messaging functionality around a common set of senders, features, and configuration", "columns": {"_fivetran_deleted": {"name": "_fivetran_deleted", "description": "Whether the record has been deleted", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "messaging_service_id": {"name": "messaging_service_id", "description": "The unique identifier of the messaging service.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_fivetran_synced": {"name": "_fivetran_synced", "description": "timestamp of when fivetran synced a record.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_id": {"name": "account_id", "description": "The unique identifier of the account that owns the messaging service.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "area_code_geomatch": {"name": "area_code_geomatch", "description": "Boolean of whether phone numbers used by this messaging service are required to be geo-matched to the message sender's area code.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "created_at": {"name": "created_at", "description": "The date and time when the messaging service was created.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "fallback_method": {"name": "fallback_method", "description": "The HTTP method Twilio will use to send requests to the fallback URL when an error occurs in the messaging service.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "fallback_to_long_code": {"name": "fallback_to_long_code", "description": "Specifies whether to fallback to long code phone numbers when short code phone numbers are not available or cannot be used.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "fallback_url": {"name": "fallback_url", "description": "The URL that Twilio will request  if an error occurs while retrieving or executing the TwiML from the Inbound Request URL.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "friendly_name": {"name": "friendly_name", "description": "A human-readable descriptive name for the messaging service.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "inbound_method": {"name": "inbound_method", "description": "The HTTP method Twilio will use to send requests to the inbound request URL of the messaging service.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "inbound_request_url": {"name": "inbound_request_url", "description": "The URL we call using inbound_method when a message is received by any phone number or short code in the Service. When this property is null, receiving inbound messages is disabled. All messages sent to the Twilio phone number or short code will not be logged and received on the Account. If the use_inbound_webhook_on_number field is enabled then the webhook url defined on the phone number will override the inbound_request_url defined for the Messaging Service.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "mms_converter": {"name": "mms_converter", "description": "Specifies the method to convert outbound MMS content.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "scan_message_content": {"name": "scan_message_content", "description": "Specifies whether to scan the content of outbound messages sent using the messaging service for harmful or unwanted content.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "smart_encoding": {"name": "smart_encoding", "description": "Specifies whether Twilio should attempt to optimize the message encoding for the messaging service.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "status_callback": {"name": "status_callback", "description": "The URL that Twilio will request to pass status updates of sent messages to the messaging service.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "sticky_sender": {"name": "sticky_sender", "description": "Specifies whether to assign a single sender phone number for all outbound messages sent from the messaging service.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "synchronous_validation": {"name": "synchronous_validation", "description": "Specifies whether to enable or disable synchronous validation of requests to the messaging service.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "updated_at": {"name": "updated_at", "description": "The date and time when the messaging service was last updated.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "us_app_to_person_registered": {"name": "us_app_to_person_registered", "description": "Specifies whether to enable or disable routing inbound messages to the messaging service using US App-to-Person (A2P) routing.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "use_inbound_webhook_on_number": {"name": "use_inbound_webhook_on_number", "description": "Specifies whether to use inbound webhooks for handling incoming messages to the messaging service.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "use_case": {"name": "use_case", "description": "Specifies the intended use case of the messaging service.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "validity_period": {"name": "validity_period", "description": "How long, in seconds, messages sent from the Service are valid. Can be an integer from 1 to 14,400.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "twilio_source://models/stg_twilio.yml", "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "twilio_source", "enabled": true}, "created_at": 1721062053.597593, "relation_name": "`dbt-package-testing`.`zz_dbt_renee_twilio_source`.`stg_twilio__messaging_service`", "raw_code": "--To disable this model, set the using_twilio_messaging_service variable within your dbt_project.yml file to False.\n{{ config(enabled=var('using_twilio_messaging_service', True)) }}\n\nwith base as (\n\n    select * \n    from {{ ref('stg_twilio__messaging_service_tmp') }}\n),\n\nfields as (\n\n    select\n        {{\n            fivetran_utils.fill_staging_columns(\n                source_columns=adapter.get_columns_in_relation(ref('stg_twilio__messaging_service_tmp')),\n                staging_columns=get_messaging_service_columns()\n            )\n        }}\n    from base\n),\n\nfinal as (\n    \n    select \n        _fivetran_deleted,\n        _fivetran_synced,\n        account_id,\n        area_code_geomatch,\n        created_at,\n        fallback_method,\n        fallback_to_long_code,\n        fallback_url,\n        friendly_name,\n        cast(id as {{ dbt.type_string() }}) as messaging_service_id,\n        inbound_method,\n        inbound_request_url,\n        mms_converter,\n        scan_message_content,\n        smart_encoding,\n        status_callback,\n        sticky_sender,\n        synchronous_validation,\n        updated_at,\n        us_app_to_person_registered,\n        use_inbound_webhook_on_number,\n        usecase as use_case,\n        validity_period\n    from fields\n)\n\nselect *\nfrom final", "language": "sql", "refs": [{"name": "stg_twilio__messaging_service_tmp", "package": null, "version": null}, {"name": "stg_twilio__messaging_service_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.twilio_source.get_messaging_service_columns", "macro.fivetran_utils.fill_staging_columns", "macro.dbt.type_string"], "nodes": ["model.twilio_source.stg_twilio__messaging_service_tmp"]}, "compiled_path": "target/compiled/twilio_source/models/stg_twilio__messaging_service.sql", "compiled": true, "compiled_code": "--To disable this model, set the using_twilio_messaging_service variable within your dbt_project.yml file to False.\n\n\nwith base as (\n\n    select * \n    from `dbt-package-testing`.`zz_dbt_renee_twilio_source`.`stg_twilio__messaging_service_tmp`\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    account_id\n    \n as \n    \n    account_id\n    \n, \n    \n    \n    area_code_geomatch\n    \n as \n    \n    area_code_geomatch\n    \n, \n    \n    \n    created_at\n    \n as \n    \n    created_at\n    \n, \n    \n    \n    fallback_method\n    \n as \n    \n    fallback_method\n    \n, \n    \n    \n    fallback_to_long_code\n    \n as \n    \n    fallback_to_long_code\n    \n, \n    \n    \n    fallback_url\n    \n as \n    \n    fallback_url\n    \n, \n    \n    \n    friendly_name\n    \n as \n    \n    friendly_name\n    \n, \n    \n    \n    id\n    \n as \n    \n    id\n    \n, \n    \n    \n    inbound_method\n    \n as \n    \n    inbound_method\n    \n, \n    \n    \n    inbound_request_url\n    \n as \n    \n    inbound_request_url\n    \n, \n    \n    \n    mms_converter\n    \n as \n    \n    mms_converter\n    \n, \n    \n    \n    scan_message_content\n    \n as \n    \n    scan_message_content\n    \n, \n    \n    \n    smart_encoding\n    \n as \n    \n    smart_encoding\n    \n, \n    \n    \n    status_callback\n    \n as \n    \n    status_callback\n    \n, \n    \n    \n    sticky_sender\n    \n as \n    \n    sticky_sender\n    \n, \n    \n    \n    synchronous_validation\n    \n as \n    \n    synchronous_validation\n    \n, \n    \n    \n    updated_at\n    \n as \n    \n    updated_at\n    \n, \n    \n    \n    us_app_to_person_registered\n    \n as \n    \n    us_app_to_person_registered\n    \n, \n    \n    \n    use_inbound_webhook_on_number\n    \n as \n    \n    use_inbound_webhook_on_number\n    \n, \n    \n    \n    usecase\n    \n as \n    \n    usecase\n    \n, \n    \n    \n    validity_period\n    \n as \n    \n    validity_period\n    \n\n\n\n    from base\n),\n\nfinal as (\n    \n    select \n        _fivetran_deleted,\n        _fivetran_synced,\n        account_id,\n        area_code_geomatch,\n        created_at,\n        fallback_method,\n        fallback_to_long_code,\n        fallback_url,\n        friendly_name,\n        cast(id as string) as messaging_service_id,\n        inbound_method,\n        inbound_request_url,\n        mms_converter,\n        scan_message_content,\n        smart_encoding,\n        status_callback,\n        sticky_sender,\n        synchronous_validation,\n        updated_at,\n        us_app_to_person_registered,\n        use_inbound_webhook_on_number,\n        usecase as use_case,\n        validity_period\n    from fields\n)\n\nselect *\nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.twilio_source.stg_twilio__account_history": {"database": "dbt-package-testing", "schema": "zz_dbt_renee_twilio_source", "name": "stg_twilio__account_history", "resource_type": "model", "package_name": "twilio_source", "path": "stg_twilio__account_history.sql", "original_file_path": "models/stg_twilio__account_history.sql", "unique_id": "model.twilio_source.stg_twilio__account_history", "fqn": ["twilio_source", "stg_twilio__account_history"], "alias": "stg_twilio__account_history", "checksum": {"name": "sha256", "checksum": "8cf3333dd0ffb6f0968a47bb69edec2c0f930044d4cae752fa2da0699f530d45"}, "config": {"enabled": true, "alias": null, "schema": "twilio_source", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Table with information about each of your accounts.", "columns": {"_fivetran_synced": {"name": "_fivetran_synced", "description": "timestamp of when fivetran synced a record.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_id": {"name": "account_id", "description": "The unique identifier for the account history record.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "created_at": {"name": "created_at", "description": "The date and time when the account history record was created.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "friendly_name": {"name": "friendly_name", "description": "A user-friendly name or label associated with the account history event.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "owner_account_id": {"name": "owner_account_id", "description": "The unique id that represents the parent of this account. The OwnerAccountSid of a parent account is it's own sid.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "status": {"name": "status", "description": "The status or state of the account history event.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "type": {"name": "type", "description": "The type or category of the account history event.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "updated_at": {"name": "updated_at", "description": "The date and time when the account history record was last updated.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "is_most_recent_record": {"name": "is_most_recent_record", "description": "Whether the record is the most recent.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "twilio_source://models/stg_twilio.yml", "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "twilio_source"}, "created_at": 1721062053.587326, "relation_name": "`dbt-package-testing`.`zz_dbt_renee_twilio_source`.`stg_twilio__account_history`", "raw_code": "with base as (\n\n    select * \n    from {{ ref('stg_twilio__account_history_tmp') }}\n),\n\nfields as (\n\n    select\n        {{\n            fivetran_utils.fill_staging_columns(\n                source_columns=adapter.get_columns_in_relation(ref('stg_twilio__account_history_tmp')),\n                staging_columns=get_account_history_columns()\n            )\n        }}\n    from base\n),\n\nfinal as (\n    \n    select \n        _fivetran_synced,\n        created_at,\n        friendly_name,\n        id as account_id,\n        owner_account_id,\n        status,\n        type,\n        updated_at,\n        row_number() over (partition by id order by updated_at desc) = 1 as is_most_recent_record\n    from fields\n)\n\nselect *\nfrom final", "language": "sql", "refs": [{"name": "stg_twilio__account_history_tmp", "package": null, "version": null}, {"name": "stg_twilio__account_history_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.twilio_source.get_account_history_columns", "macro.fivetran_utils.fill_staging_columns"], "nodes": ["model.twilio_source.stg_twilio__account_history_tmp"]}, "compiled_path": "target/compiled/twilio_source/models/stg_twilio__account_history.sql", "compiled": true, "compiled_code": "with base as (\n\n    select * \n    from `dbt-package-testing`.`zz_dbt_renee_twilio_source`.`stg_twilio__account_history_tmp`\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    created_at\n    \n as \n    \n    created_at\n    \n, \n    \n    \n    friendly_name\n    \n as \n    \n    friendly_name\n    \n, \n    \n    \n    id\n    \n as \n    \n    id\n    \n, \n    \n    \n    owner_account_id\n    \n as \n    \n    owner_account_id\n    \n, \n    \n    \n    status\n    \n as \n    \n    status\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    from base\n),\n\nfinal as (\n    \n    select \n        _fivetran_synced,\n        created_at,\n        friendly_name,\n        id as account_id,\n        owner_account_id,\n        status,\n        type,\n        updated_at,\n        row_number() over (partition by id order by updated_at desc) = 1 as is_most_recent_record\n    from fields\n)\n\nselect *\nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.twilio_source.stg_twilio__message": {"database": "dbt-package-testing", "schema": "zz_dbt_renee_twilio_source", "name": "stg_twilio__message", "resource_type": "model", "package_name": "twilio_source", "path": "stg_twilio__message.sql", "original_file_path": "models/stg_twilio__message.sql", "unique_id": "model.twilio_source.stg_twilio__message", "fqn": ["twilio_source", "stg_twilio__message"], "alias": "stg_twilio__message", "checksum": {"name": "sha256", "checksum": "3f12b9a46bc8af5b4776d96548daabd15811e5c9d28b217d11d37e80c61439d5"}, "config": {"enabled": true, "alias": null, "schema": "twilio_source", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "A table with information about each individual outbound or inbound message.", "columns": {"_fivetran_synced": {"name": "_fivetran_synced", "description": "timestamp of when fivetran synced a record.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "message_id": {"name": "message_id", "description": "The unique identifier for the message.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_id": {"name": "account_id", "description": "The unique identifier of the Account that sent or received the message.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "body": {"name": "body", "description": "The text of the message.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "created_at": {"name": "created_at", "description": "The timestamp indicating when the message was created.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "timestamp_sent": {"name": "timestamp_sent", "description": "The timestamp indicating when the message was sent.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "direction": {"name": "direction", "description": "The direction of the message.  Can be inbound for incoming messages, outbound-api for messages initiated by a REST API, outbound-call for messages initiated during a call, or outbound-reply for messages initiated in response to an incoming message.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "error_code": {"name": "error_code", "description": "The error code associated with the message, if applicable.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "error_message": {"name": "error_message", "description": "The description of the error_code if your message status is failed or undelivered. If the message was successful, this value is null.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "message_from": {"name": "message_from", "description": "The phone number or sender ID that sent the message.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "messaging_service_id": {"name": "messaging_service_id", "description": "The unique identifier of the messaging service associated with the message.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "num_media": {"name": "num_media", "description": "The number of media (e.g., images, videos) included in the message.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "num_segments": {"name": "num_segments", "description": "The number of segments the message contains. A message body that is too large to be sent in a single SMS message is segmented and charged as multiple messages. Inbound messages over 160 characters are reassembled when the message is received. Note, when using a Messaging Service to send messages, num_segments will always be 0 in Twilio's response to your API request.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "price": {"name": "price", "description": "The cost of the message.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "price_unit": {"name": "price_unit", "description": "The currency unit for the message cost.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "status": {"name": "status", "description": "The status of the message. Can be accepted, scheduled, canceled, queued, sending, sent, failed, delivered, undelivered, receiving, received, or read (WhatsApp only).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "message_to": {"name": "message_to", "description": "The phone number or recipient ID that received the message.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "updated_at": {"name": "updated_at", "description": "The timestamp indicating when the message was last updated.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "twilio_source://models/stg_twilio.yml", "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "twilio_source"}, "created_at": 1721062053.595016, "relation_name": "`dbt-package-testing`.`zz_dbt_renee_twilio_source`.`stg_twilio__message`", "raw_code": "with base as (\n\n    select * \n    from {{ ref('stg_twilio__message_tmp') }}\n),\n\nfields as (\n\n    select\n        {{\n            fivetran_utils.fill_staging_columns(\n                source_columns=adapter.get_columns_in_relation(ref('stg_twilio__message_tmp')),\n                staging_columns=get_message_columns()\n            )\n        }}\n    from base\n),\n\nfinal as (\n    \n    select \n        _fivetran_synced,\n        account_id,\n        body,\n        created_at,\n        cast(date_sent as {{ dbt.type_timestamp() }}) as timestamp_sent,\n        direction,\n        error_code,\n        error_message,\n        message_from, -- renamed in the get_message_columns macro\n        id as message_id,\n        cast(messaging_service_sid as {{ dbt.type_string() }}) as messaging_service_id,\n        cast( {{ twilio_source.remove_non_numeric_chars('num_media')}} as {{ dbt.type_float() }}) as num_media,\n        cast( {{ twilio_source.remove_non_numeric_chars('num_segments')}} as {{ dbt.type_float() }}) as num_segments,\n        cast( {{ twilio_source.remove_non_numeric_chars('price')}} as {{ dbt.type_float() }}) as price,\n        price_unit,\n        status,\n        message_to, -- renamed in the get_message_columns macro\n        updated_at\n    from fields\n)\n\nselect *\nfrom final", "language": "sql", "refs": [{"name": "stg_twilio__message_tmp", "package": null, "version": null}, {"name": "stg_twilio__message_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.twilio_source.get_message_columns", "macro.fivetran_utils.fill_staging_columns", "macro.dbt.type_timestamp", "macro.dbt.type_string", "macro.twilio_source.remove_non_numeric_chars", "macro.dbt.type_float"], "nodes": ["model.twilio_source.stg_twilio__message_tmp"]}, "compiled_path": "target/compiled/twilio_source/models/stg_twilio__message.sql", "compiled": true, "compiled_code": "with base as (\n\n    select * \n    from `dbt-package-testing`.`zz_dbt_renee_twilio_source`.`stg_twilio__message_tmp`\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    account_id\n    \n as \n    \n    account_id\n    \n, \n    \n    \n    body\n    \n as \n    \n    body\n    \n, \n    \n    \n    created_at\n    \n as \n    \n    created_at\n    \n, \n    \n    \n    date_sent\n    \n as \n    \n    date_sent\n    \n, \n    \n    \n    direction\n    \n as \n    \n    direction\n    \n, \n    \n    \n    error_code\n    \n as \n    \n    error_code\n    \n, \n    \n    \n    error_message\n    \n as \n    \n    error_message\n    \n, \n    \n    \n    id\n    \n as \n    \n    id\n    \n, \n    \n    \n    messaging_service_sid\n    \n as \n    \n    messaging_service_sid\n    \n, \n    \n    \n    num_media\n    \n as \n    \n    num_media\n    \n, \n    \n    \n    num_segments\n    \n as \n    \n    num_segments\n    \n, \n    \n    \n    price\n    \n as \n    \n    price\n    \n, \n    \n    \n    price_unit\n    \n as \n    \n    price_unit\n    \n, \n    \n    \n    status\n    \n as \n    \n    status\n    \n, \n    \n    \n    updated_at\n    \n as \n    \n    updated_at\n    \n, \n    \n    \n        \n            \n            `from`\n            \n        \n    \n as message_from , \n    \n    \n        \n            \n            `to`\n            \n        \n    \n as message_to \n\n\n    from base\n),\n\nfinal as (\n    \n    select \n        _fivetran_synced,\n        account_id,\n        body,\n        created_at,\n        cast(date_sent as timestamp) as timestamp_sent,\n        direction,\n        error_code,\n        error_message,\n        message_from, -- renamed in the get_message_columns macro\n        id as message_id,\n        cast(messaging_service_sid as string) as messaging_service_id,\n        cast( \n\n    REGEXP_REPLACE(cast (num_media as string), r'[^0-9.-]', '')\n\n as FLOAT64) as num_media,\n        cast( \n\n    REGEXP_REPLACE(cast (num_segments as string), r'[^0-9.-]', '')\n\n as FLOAT64) as num_segments,\n        cast( \n\n    REGEXP_REPLACE(cast (price as string), r'[^0-9.-]', '')\n\n as FLOAT64) as price,\n        price_unit,\n        status,\n        message_to, -- renamed in the get_message_columns macro\n        updated_at\n    from fields\n)\n\nselect *\nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.twilio_source.stg_twilio__usage_record": {"database": "dbt-package-testing", "schema": "zz_dbt_renee_twilio_source", "name": "stg_twilio__usage_record", "resource_type": "model", "package_name": "twilio_source", "path": "stg_twilio__usage_record.sql", "original_file_path": "models/stg_twilio__usage_record.sql", "unique_id": "model.twilio_source.stg_twilio__usage_record", "fqn": ["twilio_source", "stg_twilio__usage_record"], "alias": "stg_twilio__usage_record", "checksum": {"name": "sha256", "checksum": "5142140080d5355a7355a1dd7b544dff475e9654e7726c0a16cf77d6515e7dd6"}, "config": {"enabled": true, "alias": null, "schema": "twilio_source", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "A table with information about resource consumption in Twilio.", "columns": {"_fivetran_synced": {"name": "_fivetran_synced", "description": "timestamp of when fivetran synced a record.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_id": {"name": "account_id", "description": "The unique identifier of the account associated with the usage record.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "as_of": {"name": "as_of", "description": "Usage records up to date as of this timestamp, formatted as YYYY-MM-DDTHH:MM:SS+00:00. All timestamps are in GMT", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "category": {"name": "category", "description": "The category of usage.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "count": {"name": "count", "description": "The number of usage events, such as the number of calls.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "count_unit": {"name": "count_unit", "description": "The units in which count is measured, such as calls for calls or messages for SMS.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "description": {"name": "description", "description": "A brief description or summary of the usage record.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "end_date": {"name": "end_date", "description": "The end date of the usage period for the record.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "price": {"name": "price", "description": "The cost or price associated with the resource usage.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "price_unit": {"name": "price_unit", "description": "The currency unit for the price.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "start_date": {"name": "start_date", "description": "The first date for which usage is included in this UsageRecord. The date is specified in GMT and formatted as YYYY-MM-DD.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "usage": {"name": "usage", "description": "The amount used to bill usage and measured in units described in usage_unit.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "usage_unit": {"name": "usage_unit", "description": "The units in which usage is measured, such as minutes for calls or messages for SMS.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "twilio_source://models/stg_twilio.yml", "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "twilio_source"}, "created_at": 1721062053.599509, "relation_name": "`dbt-package-testing`.`zz_dbt_renee_twilio_source`.`stg_twilio__usage_record`", "raw_code": "with base as (\n\n    select * \n    from {{ ref('stg_twilio__usage_record_tmp') }}\n),\n\nfields as (\n\n    select\n        {{\n            fivetran_utils.fill_staging_columns(\n                source_columns=adapter.get_columns_in_relation(ref('stg_twilio__usage_record_tmp')),\n                staging_columns=get_usage_record_columns()\n            )\n        }}\n    from base\n),\n\nfinal as (\n    \n    select \n        _fivetran_synced,\n        account_id,\n        as_of,\n        category,\n        cast( {{ twilio_source.remove_non_numeric_chars('count')}} as {{ dbt.type_float() }}) as count,\n        count_unit,\n        description,\n        end_date,\n        cast( {{ twilio_source.remove_non_numeric_chars('price')}} as {{ dbt.type_float() }}) as price,\n        price_unit,\n        start_date,\n        cast( {{ twilio_source.remove_non_numeric_chars('usage')}} as {{ dbt.type_float() }}) as usage,\n        usage_unit\n    from fields\n)\n\nselect *\nfrom final", "language": "sql", "refs": [{"name": "stg_twilio__usage_record_tmp", "package": null, "version": null}, {"name": "stg_twilio__usage_record_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.twilio_source.get_usage_record_columns", "macro.fivetran_utils.fill_staging_columns", "macro.twilio_source.remove_non_numeric_chars", "macro.dbt.type_float"], "nodes": ["model.twilio_source.stg_twilio__usage_record_tmp"]}, "compiled_path": "target/compiled/twilio_source/models/stg_twilio__usage_record.sql", "compiled": true, "compiled_code": "with base as (\n\n    select * \n    from `dbt-package-testing`.`zz_dbt_renee_twilio_source`.`stg_twilio__usage_record_tmp`\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    account_id\n    \n as \n    \n    account_id\n    \n, \n    \n    \n    as_of\n    \n as \n    \n    as_of\n    \n, \n    \n    \n    category\n    \n as \n    \n    category\n    \n, \n    \n    \n    count\n    \n as \n    \n    count\n    \n, \n    \n    \n    count_unit\n    \n as \n    \n    count_unit\n    \n, \n    \n    \n    description\n    \n as \n    \n    description\n    \n, \n    \n    \n    end_date\n    \n as \n    \n    end_date\n    \n, \n    \n    \n    price\n    \n as \n    \n    price\n    \n, \n    \n    \n    price_unit\n    \n as \n    \n    price_unit\n    \n, \n    \n    \n    start_date\n    \n as \n    \n    start_date\n    \n, \n    \n    \n    usage\n    \n as \n    \n    usage\n    \n, \n    \n    \n    usage_unit\n    \n as \n    \n    usage_unit\n    \n\n\n\n    from base\n),\n\nfinal as (\n    \n    select \n        _fivetran_synced,\n        account_id,\n        as_of,\n        category,\n        cast( \n\n    REGEXP_REPLACE(cast (count as string), r'[^0-9.-]', '')\n\n as FLOAT64) as count,\n        count_unit,\n        description,\n        end_date,\n        cast( \n\n    REGEXP_REPLACE(cast (price as string), r'[^0-9.-]', '')\n\n as FLOAT64) as price,\n        price_unit,\n        start_date,\n        cast( \n\n    REGEXP_REPLACE(cast (usage as string), r'[^0-9.-]', '')\n\n as FLOAT64) as usage,\n        usage_unit\n    from fields\n)\n\nselect *\nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.twilio_source.stg_twilio__outgoing_caller_id": {"database": "dbt-package-testing", "schema": "zz_dbt_renee_twilio_source", "name": "stg_twilio__outgoing_caller_id", "resource_type": "model", "package_name": "twilio_source", "path": "stg_twilio__outgoing_caller_id.sql", "original_file_path": "models/stg_twilio__outgoing_caller_id.sql", "unique_id": "model.twilio_source.stg_twilio__outgoing_caller_id", "fqn": ["twilio_source", "stg_twilio__outgoing_caller_id"], "alias": "stg_twilio__outgoing_caller_id", "checksum": {"name": "sha256", "checksum": "5f60cdea964637587cb68b5ec51952bda28677a31b1e7436b511f5f1d4a15aeb"}, "config": {"enabled": true, "alias": null, "schema": "twilio_source", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "A table with information on each single verified number that may be used as a caller ID when making outgoing calls via the REST API and within the TwiML <Dial> verb.", "columns": {"_fivetran_synced": {"name": "_fivetran_synced", "description": "timestamp of when fivetran synced a record.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "outgoing_caller_id": {"name": "outgoing_caller_id", "description": "The unique string that identifies this resource.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "created_at": {"name": "created_at", "description": "The date that this resource was created, given in RFC 2822 format.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "friendly_name": {"name": "friendly_name", "description": "A human readable descriptive text for this resource, up to 64 characters long. By default, the FriendlyName is a nicely formatted version of the phone number.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "phone_number": {"name": "phone_number", "description": "The incoming phone number. Formatted with a '+' and country code e.g., +16175551212 (E.164 format).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "updated_at": {"name": "updated_at", "description": "The date that this resource was last updated, given in RFC 2822 format.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "twilio_source://models/stg_twilio.yml", "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "twilio_source"}, "created_at": 1721062053.5980191, "relation_name": "`dbt-package-testing`.`zz_dbt_renee_twilio_source`.`stg_twilio__outgoing_caller_id`", "raw_code": "with base as (\n\n    select * \n    from {{ ref('stg_twilio__outgoing_caller_id_tmp') }}\n),\n\nfields as (\n\n    select\n        {{\n            fivetran_utils.fill_staging_columns(\n                source_columns=adapter.get_columns_in_relation(ref('stg_twilio__outgoing_caller_id_tmp')),\n                staging_columns=get_outgoing_caller_id_columns()\n            )\n        }}\n    from base\n),\n\nfinal as (\n    \n    select \n        _fivetran_synced,\n        created_at,\n        friendly_name,\n        id as outgoing_caller_id,\n        phone_number,\n        updated_at\n    from fields\n)\n\nselect *\nfrom final", "language": "sql", "refs": [{"name": "stg_twilio__outgoing_caller_id_tmp", "package": null, "version": null}, {"name": "stg_twilio__outgoing_caller_id_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.twilio_source.get_outgoing_caller_id_columns", "macro.fivetran_utils.fill_staging_columns"], "nodes": ["model.twilio_source.stg_twilio__outgoing_caller_id_tmp"]}, "compiled_path": "target/compiled/twilio_source/models/stg_twilio__outgoing_caller_id.sql", "compiled": true, "compiled_code": "with base as (\n\n    select * \n    from `dbt-package-testing`.`zz_dbt_renee_twilio_source`.`stg_twilio__outgoing_caller_id_tmp`\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    created_at\n    \n as \n    \n    created_at\n    \n, \n    \n    \n    friendly_name\n    \n as \n    \n    friendly_name\n    \n, \n    \n    \n    id\n    \n as \n    \n    id\n    \n, \n    \n    \n    phone_number\n    \n as \n    \n    phone_number\n    \n, \n    \n    \n    updated_at\n    \n as \n    \n    updated_at\n    \n\n\n\n    from base\n),\n\nfinal as (\n    \n    select \n        _fivetran_synced,\n        created_at,\n        friendly_name,\n        id as outgoing_caller_id,\n        phone_number,\n        updated_at\n    from fields\n)\n\nselect *\nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.twilio_source.stg_twilio__address": {"database": "dbt-package-testing", "schema": "zz_dbt_renee_twilio_source", "name": "stg_twilio__address", "resource_type": "model", "package_name": "twilio_source", "path": "stg_twilio__address.sql", "original_file_path": "models/stg_twilio__address.sql", "unique_id": "model.twilio_source.stg_twilio__address", "fqn": ["twilio_source", "stg_twilio__address"], "alias": "stg_twilio__address", "checksum": {"name": "sha256", "checksum": "e6b8b0bc003ebf0839231d90bc3d57092c7d951b7a1187d16a6e2374391b5ab2"}, "config": {"enabled": true, "alias": null, "schema": "twilio_source", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "A table containing records about your or your customer\u2019s physical location within a country", "columns": {"_fivetran_synced": {"name": "_fivetran_synced", "description": "timestamp of when fivetran synced a record.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "address_id": {"name": "address_id", "description": "The unique identifier for the address record.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_id": {"name": "account_id", "description": "The unique identifier of the account associated with the address.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "city": {"name": "city", "description": "The city or locality of the address.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "created_at": {"name": "created_at", "description": "The timestamp indicating when the address record was created.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "customer_name": {"name": "customer_name", "description": "The name of the customer or contact associated with the address.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "emergency_enabled": {"name": "emergency_enabled", "description": "A boolean value indicating whether emergency services are enabled for the address.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "friendly_name": {"name": "friendly_name", "description": "A user-friendly name or label associated with the address.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "iso_country": {"name": "iso_country", "description": "The ISO country code of the address.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "postal_code": {"name": "postal_code", "description": "The postal code or ZIP code of the address.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "region": {"name": "region", "description": "The region or state of the address.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "street": {"name": "street", "description": "The street address.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "updated_at": {"name": "updated_at", "description": "The timestamp indicating when the address record was last updated.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "validated": {"name": "validated", "description": "A boolean value indicating whether the address has been validated.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "verified": {"name": "verified", "description": "A boolean value indicating whether the address has been verified.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "twilio_source://models/stg_twilio.yml", "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "twilio_source"}, "created_at": 1721062053.589149, "relation_name": "`dbt-package-testing`.`zz_dbt_renee_twilio_source`.`stg_twilio__address`", "raw_code": "with base as (\n\n    select * \n    from {{ ref('stg_twilio__address_tmp') }}\n),\n\nfields as (\n\n    select\n        {{\n            fivetran_utils.fill_staging_columns(\n                source_columns=adapter.get_columns_in_relation(ref('stg_twilio__address_tmp')),\n                staging_columns=get_address_columns()\n            )\n        }}\n    from base\n),\n\nfinal as (\n    \n    select \n        _fivetran_synced,\n        account_id,\n        city,\n        created_at,\n        customer_name,\n        emergency_enabled,\n        friendly_name,\n        cast(id as {{ dbt.type_string() }}) as address_id,\n        iso_country,\n        postal_code,\n        region,\n        street,\n        updated_at,\n        validated,\n        verified\n    from fields\n)\n\nselect *\nfrom final", "language": "sql", "refs": [{"name": "stg_twilio__address_tmp", "package": null, "version": null}, {"name": "stg_twilio__address_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.twilio_source.get_address_columns", "macro.fivetran_utils.fill_staging_columns", "macro.dbt.type_string"], "nodes": ["model.twilio_source.stg_twilio__address_tmp"]}, "compiled_path": "target/compiled/twilio_source/models/stg_twilio__address.sql", "compiled": true, "compiled_code": "with base as (\n\n    select * \n    from `dbt-package-testing`.`zz_dbt_renee_twilio_source`.`stg_twilio__address_tmp`\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    account_id\n    \n as \n    \n    account_id\n    \n, \n    \n    \n    city\n    \n as \n    \n    city\n    \n, \n    \n    \n    created_at\n    \n as \n    \n    created_at\n    \n, \n    \n    \n    customer_name\n    \n as \n    \n    customer_name\n    \n, \n    \n    \n    emergency_enabled\n    \n as \n    \n    emergency_enabled\n    \n, \n    \n    \n    friendly_name\n    \n as \n    \n    friendly_name\n    \n, \n    \n    \n    id\n    \n as \n    \n    id\n    \n, \n    \n    \n    iso_country\n    \n as \n    \n    iso_country\n    \n, \n    \n    \n    postal_code\n    \n as \n    \n    postal_code\n    \n, \n    \n    \n    region\n    \n as \n    \n    region\n    \n, \n    \n    \n    street\n    \n as \n    \n    street\n    \n, \n    \n    \n    updated_at\n    \n as \n    \n    updated_at\n    \n, \n    \n    \n    validated\n    \n as \n    \n    validated\n    \n, \n    \n    \n    verified\n    \n as \n    \n    verified\n    \n\n\n\n    from base\n),\n\nfinal as (\n    \n    select \n        _fivetran_synced,\n        account_id,\n        city,\n        created_at,\n        customer_name,\n        emergency_enabled,\n        friendly_name,\n        cast(id as string) as address_id,\n        iso_country,\n        postal_code,\n        region,\n        street,\n        updated_at,\n        validated,\n        verified\n    from fields\n)\n\nselect *\nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.twilio_source.stg_twilio__incoming_phone_number": {"database": "dbt-package-testing", "schema": "zz_dbt_renee_twilio_source", "name": "stg_twilio__incoming_phone_number", "resource_type": "model", "package_name": "twilio_source", "path": "stg_twilio__incoming_phone_number.sql", "original_file_path": "models/stg_twilio__incoming_phone_number.sql", "unique_id": "model.twilio_source.stg_twilio__incoming_phone_number", "fqn": ["twilio_source", "stg_twilio__incoming_phone_number"], "alias": "stg_twilio__incoming_phone_number", "checksum": {"name": "sha256", "checksum": "7bf7b56c55d322e020336702554057a1be16fd62ba2501834b8033ed7dfb2450"}, "config": {"enabled": true, "alias": null, "schema": "twilio_source", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "A table with information about each Twilio phone number provisioned from Twilio, ported or hosted to Twilio", "columns": {"_fivetran_synced": {"name": "_fivetran_synced", "description": "timestamp of when fivetran synced a record.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "incoming_phone_number_id": {"name": "incoming_phone_number_id", "description": "The unique identifier for this phone number resource.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_id": {"name": "account_id", "description": "The unique identifier of the Account that owns this phone number resource.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "address_id": {"name": "address_id", "description": "The unique identifier of the Address resource responsible for the phone number.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "capabilities_mms": {"name": "capabilities_mms", "description": "Indicates whether this phone number is capable of sending and receiving MMS messages.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "capabilities_sms": {"name": "capabilities_sms", "description": "Indicates whether this phone number is capable of sending and receiving SMS messages.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "capabilities_voice": {"name": "capabilities_voice", "description": "Indicates whether this phone number is capable of making and receiving voice calls.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "created_at": {"name": "created_at", "description": "The date and time this phone number resource was created.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "emergency_address_id": {"name": "emergency_address_id", "description": "The unique identifier of the Address resource to be used in case of an emergency.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "emergency_status": {"name": "emergency_status", "description": "The emergency status of the phone number.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "friendly_name": {"name": "friendly_name", "description": "A human-readable name associated with the phone number.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "origin": {"name": "origin", "description": "The origination type of the phone number.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "phone_number": {"name": "phone_number", "description": "The phone number in E.164 format.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "trunk_id": {"name": "trunk_id", "description": "The unique identifier of the Trunk resource responsible for the phone number.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "updated_at": {"name": "updated_at", "description": "The date and time this phone number resource was last updated.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "voice_caller_id_lookup": {"name": "voice_caller_id_lookup", "description": "Indicates whether the phone number performs a lookup of the caller ID.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "voice_url": {"name": "voice_url", "description": "The URL Twilio will request when receiving a voice call to this phone number.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "twilio_source://models/stg_twilio.yml", "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "twilio_source"}, "created_at": 1721062053.593257, "relation_name": "`dbt-package-testing`.`zz_dbt_renee_twilio_source`.`stg_twilio__incoming_phone_number`", "raw_code": "with base as (\n\n    select * \n    from {{ ref('stg_twilio__incoming_phone_number_tmp') }}\n),\n\nfields as (\n\n    select\n        {{\n            fivetran_utils.fill_staging_columns(\n                source_columns=adapter.get_columns_in_relation(ref('stg_twilio__incoming_phone_number_tmp')),\n                staging_columns=get_incoming_phone_number_columns()\n            )\n        }}\n    from base\n),\n\nfinal as (\n    \n    select \n        _fivetran_synced,\n        account_id,\n        cast(address_id as {{ dbt.type_string() }}) as address_id, \n        capabilities_mms,\n        capabilities_sms,\n        capabilities_voice,\n        created_at,\n        emergency_address_id,\n        emergency_status,\n        friendly_name,\n        id as incoming_phone_number_id,\n        origin,\n        phone_number,\n        trunk_id,\n        updated_at,\n        voice_caller_id_lookup,\n        voice_url\n    from fields\n)\n\nselect *\nfrom final", "language": "sql", "refs": [{"name": "stg_twilio__incoming_phone_number_tmp", "package": null, "version": null}, {"name": "stg_twilio__incoming_phone_number_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.twilio_source.get_incoming_phone_number_columns", "macro.fivetran_utils.fill_staging_columns", "macro.dbt.type_string"], "nodes": ["model.twilio_source.stg_twilio__incoming_phone_number_tmp"]}, "compiled_path": "target/compiled/twilio_source/models/stg_twilio__incoming_phone_number.sql", "compiled": true, "compiled_code": "with base as (\n\n    select * \n    from `dbt-package-testing`.`zz_dbt_renee_twilio_source`.`stg_twilio__incoming_phone_number_tmp`\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    account_id\n    \n as \n    \n    account_id\n    \n, \n    \n    \n    address_id\n    \n as \n    \n    address_id\n    \n, \n    \n    \n    address_requirements\n    \n as \n    \n    address_requirements\n    \n, \n    \n    \n    beta\n    \n as \n    \n    beta\n    \n, \n    \n    \n    capabilities_mms\n    \n as \n    \n    capabilities_mms\n    \n, \n    \n    \n    capabilities_sms\n    \n as \n    \n    capabilities_sms\n    \n, \n    \n    \n    capabilities_voice\n    \n as \n    \n    capabilities_voice\n    \n, \n    \n    \n    created_at\n    \n as \n    \n    created_at\n    \n, \n    \n    \n    emergency_address_id\n    \n as \n    \n    emergency_address_id\n    \n, \n    \n    \n    emergency_status\n    \n as \n    \n    emergency_status\n    \n, \n    \n    \n    friendly_name\n    \n as \n    \n    friendly_name\n    \n, \n    \n    \n    id\n    \n as \n    \n    id\n    \n, \n    \n    \n    origin\n    \n as \n    \n    origin\n    \n, \n    \n    \n    phone_number\n    \n as \n    \n    phone_number\n    \n, \n    \n    \n    trunk_id\n    \n as \n    \n    trunk_id\n    \n, \n    \n    \n    updated_at\n    \n as \n    \n    updated_at\n    \n, \n    \n    \n    voice_caller_id_lookup\n    \n as \n    \n    voice_caller_id_lookup\n    \n, \n    \n    \n    voice_url\n    \n as \n    \n    voice_url\n    \n\n\n\n    from base\n),\n\nfinal as (\n    \n    select \n        _fivetran_synced,\n        account_id,\n        cast(address_id as string) as address_id, \n        capabilities_mms,\n        capabilities_sms,\n        capabilities_voice,\n        created_at,\n        emergency_address_id,\n        emergency_status,\n        friendly_name,\n        id as incoming_phone_number_id,\n        origin,\n        phone_number,\n        trunk_id,\n        updated_at,\n        voice_caller_id_lookup,\n        voice_url\n    from fields\n)\n\nselect *\nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.twilio_source.stg_twilio__call_tmp": {"database": "dbt-package-testing", "schema": "zz_dbt_renee_twilio_source", "name": "stg_twilio__call_tmp", "resource_type": "model", "package_name": "twilio_source", "path": "tmp/stg_twilio__call_tmp.sql", "original_file_path": "models/tmp/stg_twilio__call_tmp.sql", "unique_id": "model.twilio_source.stg_twilio__call_tmp", "fqn": ["twilio_source", "tmp", "stg_twilio__call_tmp"], "alias": "stg_twilio__call_tmp", "checksum": {"name": "sha256", "checksum": "e2b37ca68ac8c6022de34dd5b64f2025a197d67b954bbea6e0502731015458c9"}, "config": {"enabled": true, "alias": null, "schema": "twilio_source", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "view", "schema": "twilio_source", "enabled": true}, "created_at": 1721062053.4746492, "relation_name": "`dbt-package-testing`.`zz_dbt_renee_twilio_source`.`stg_twilio__call_tmp`", "raw_code": "--To disable this model, set the using_twilio_call variable within your dbt_project.yml file to False.\n{{ config(enabled=var('using_twilio_call', True)) }}\n\nselect {{ dbt_utils.star(source('twilio', 'call')) }}\nfrom {{ var('call') }}", "language": "sql", "refs": [], "sources": [["twilio", "call"], ["twilio", "call"]], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.star"], "nodes": ["source.twilio_source.twilio.call"]}, "compiled_path": "target/compiled/twilio_source/models/tmp/stg_twilio__call_tmp.sql", "compiled": true, "compiled_code": "--To disable this model, set the using_twilio_call variable within your dbt_project.yml file to False.\n\n\nselect `id`,\n  `_fivetran_synced`,\n  `account_id`,\n  `annotation`,\n  `answered_by`,\n  `caller_name`,\n  `created_at`,\n  `direction`,\n  `duration`,\n  `end_time`,\n  `forwarded_from`,\n  `from`,\n  `from_formatted`,\n  `group_id`,\n  `outgoing_caller_id`,\n  `parent_call_id`,\n  `price`,\n  `price_unit`,\n  `queue_time`,\n  `start_time`,\n  `status`,\n  `to`,\n  `to_formatted`,\n  `trunk_id`,\n  `updated_at`\nfrom `dbt-package-testing`.`twilio_new`.`call`", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.twilio_source.stg_twilio__usage_record_tmp": {"database": "dbt-package-testing", "schema": "zz_dbt_renee_twilio_source", "name": "stg_twilio__usage_record_tmp", "resource_type": "model", "package_name": "twilio_source", "path": "tmp/stg_twilio__usage_record_tmp.sql", "original_file_path": "models/tmp/stg_twilio__usage_record_tmp.sql", "unique_id": "model.twilio_source.stg_twilio__usage_record_tmp", "fqn": ["twilio_source", "tmp", "stg_twilio__usage_record_tmp"], "alias": "stg_twilio__usage_record_tmp", "checksum": {"name": "sha256", "checksum": "82801d842e23dbecc3c3fd6700238e9edc29df60e09d07d26c33885455108d16"}, "config": {"enabled": true, "alias": null, "schema": "twilio_source", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "view", "schema": "twilio_source"}, "created_at": 1721062053.4920971, "relation_name": "`dbt-package-testing`.`zz_dbt_renee_twilio_source`.`stg_twilio__usage_record_tmp`", "raw_code": "select {{ dbt_utils.star(source('twilio', 'usage_record')) }}\nfrom {{ var('usage_record') }}", "language": "sql", "refs": [], "sources": [["twilio", "usage_record"], ["twilio", "usage_record"]], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.star"], "nodes": ["source.twilio_source.twilio.usage_record"]}, "compiled_path": "target/compiled/twilio_source/models/tmp/stg_twilio__usage_record_tmp.sql", "compiled": true, "compiled_code": "select `account_id`,\n  `category`,\n  `end_date`,\n  `start_date`,\n  `_fivetran_synced`,\n  `as_of`,\n  `count`,\n  `count_unit`,\n  `description`,\n  `price`,\n  `price_unit`,\n  `usage`,\n  `usage_unit`\nfrom `dbt-package-testing`.`twilio_new`.`usage_record`", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.twilio_source.stg_twilio__messaging_service_tmp": {"database": "dbt-package-testing", "schema": "zz_dbt_renee_twilio_source", "name": "stg_twilio__messaging_service_tmp", "resource_type": "model", "package_name": "twilio_source", "path": "tmp/stg_twilio__messaging_service_tmp.sql", "original_file_path": "models/tmp/stg_twilio__messaging_service_tmp.sql", "unique_id": "model.twilio_source.stg_twilio__messaging_service_tmp", "fqn": ["twilio_source", "tmp", "stg_twilio__messaging_service_tmp"], "alias": "stg_twilio__messaging_service_tmp", "checksum": {"name": "sha256", "checksum": "17e0aa33688d801d81455c4bdfbdf009d62b1791e34675a41753ed5b0d572c5b"}, "config": {"enabled": true, "alias": null, "schema": "twilio_source", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "view", "schema": "twilio_source", "enabled": true}, "created_at": 1721062053.496505, "relation_name": "`dbt-package-testing`.`zz_dbt_renee_twilio_source`.`stg_twilio__messaging_service_tmp`", "raw_code": "--To disable this model, set the using_twilio_messaging_service variable within your dbt_project.yml file to False.\n{{ config(enabled=var('using_twilio_messaging_service', True)) }}\n\nselect {{ dbt_utils.star(source('twilio', 'messaging_service')) }}\nfrom {{ var('messaging_service') }}", "language": "sql", "refs": [], "sources": [["twilio", "messaging_service"], ["twilio", "messaging_service"]], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.star"], "nodes": ["source.twilio_source.twilio.messaging_service"]}, "compiled_path": "target/compiled/twilio_source/models/tmp/stg_twilio__messaging_service_tmp.sql", "compiled": true, "compiled_code": "--To disable this model, set the using_twilio_messaging_service variable within your dbt_project.yml file to False.\n\n\nselect `id`,\n  `_fivetran_deleted`,\n  `_fivetran_synced`,\n  `account_id`,\n  `area_code_geomatch`,\n  `created_at`,\n  `fallback_method`,\n  `fallback_to_long_code`,\n  `fallback_url`,\n  `friendly_name`,\n  `inbound_method`,\n  `inbound_request_url`,\n  `mms_converter`,\n  `scan_message_content`,\n  `smart_encoding`,\n  `status_callback`,\n  `sticky_sender`,\n  `synchronous_validation`,\n  `updated_at`,\n  `us_app_to_person_registered`,\n  `use_inbound_webhook_on_number`,\n  `usecase`,\n  `validity_period`\nfrom `dbt-package-testing`.`twilio_new`.`messaging_service`", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.twilio_source.stg_twilio__incoming_phone_number_tmp": {"database": "dbt-package-testing", "schema": "zz_dbt_renee_twilio_source", "name": "stg_twilio__incoming_phone_number_tmp", "resource_type": "model", "package_name": "twilio_source", "path": "tmp/stg_twilio__incoming_phone_number_tmp.sql", "original_file_path": "models/tmp/stg_twilio__incoming_phone_number_tmp.sql", "unique_id": "model.twilio_source.stg_twilio__incoming_phone_number_tmp", "fqn": ["twilio_source", "tmp", "stg_twilio__incoming_phone_number_tmp"], "alias": "stg_twilio__incoming_phone_number_tmp", "checksum": {"name": "sha256", "checksum": "a9aba80d68edb78cddd07c3aef96b3a504292e640fbcff9be27c60d34a0611de"}, "config": {"enabled": true, "alias": null, "schema": "twilio_source", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "view", "schema": "twilio_source"}, "created_at": 1721062053.5033019, "relation_name": "`dbt-package-testing`.`zz_dbt_renee_twilio_source`.`stg_twilio__incoming_phone_number_tmp`", "raw_code": "select {{ dbt_utils.star(source('twilio', 'incoming_phone_number')) }}\nfrom {{ var('incoming_phone_number') }}", "language": "sql", "refs": [], "sources": [["twilio", "incoming_phone_number"], ["twilio", "incoming_phone_number"]], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.star"], "nodes": ["source.twilio_source.twilio.incoming_phone_number"]}, "compiled_path": "target/compiled/twilio_source/models/tmp/stg_twilio__incoming_phone_number_tmp.sql", "compiled": true, "compiled_code": "select `id`,\n  `_fivetran_synced`,\n  `account_id`,\n  `address_id`,\n  `address_requirements`,\n  `beta`,\n  `capabilities_mms`,\n  `capabilities_sms`,\n  `capabilities_voice`,\n  `created_at`,\n  `emergency_address_id`,\n  `emergency_status`,\n  `friendly_name`,\n  `origin`,\n  `phone_number`,\n  `trunk_id`,\n  `updated_at`,\n  `voice_caller_id_lookup`,\n  `voice_url`\nfrom `dbt-package-testing`.`twilio_new`.`incoming_phone_number`", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.twilio_source.stg_twilio__address_tmp": {"database": "dbt-package-testing", "schema": "zz_dbt_renee_twilio_source", "name": "stg_twilio__address_tmp", "resource_type": "model", "package_name": "twilio_source", "path": "tmp/stg_twilio__address_tmp.sql", "original_file_path": "models/tmp/stg_twilio__address_tmp.sql", "unique_id": "model.twilio_source.stg_twilio__address_tmp", "fqn": ["twilio_source", "tmp", "stg_twilio__address_tmp"], "alias": "stg_twilio__address_tmp", "checksum": {"name": "sha256", "checksum": "59e96757bfd8bb2427f397e6b4607c83e22068dcfe306a0a8eab96f7d56e43ca"}, "config": {"enabled": true, "alias": null, "schema": "twilio_source", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "view", "schema": "twilio_source"}, "created_at": 1721062053.507933, "relation_name": "`dbt-package-testing`.`zz_dbt_renee_twilio_source`.`stg_twilio__address_tmp`", "raw_code": "select {{ dbt_utils.star(source('twilio', 'address')) }}\nfrom {{ var('address') }}", "language": "sql", "refs": [], "sources": [["twilio", "address"], ["twilio", "address"]], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.star"], "nodes": ["source.twilio_source.twilio.address"]}, "compiled_path": "target/compiled/twilio_source/models/tmp/stg_twilio__address_tmp.sql", "compiled": true, "compiled_code": "select `id`,\n  `_fivetran_synced`,\n  `account_id`,\n  `city`,\n  `created_at`,\n  `customer_name`,\n  `emergency_enabled`,\n  `friendly_name`,\n  `iso_country`,\n  `postal_code`,\n  `region`,\n  `street`,\n  `updated_at`,\n  `validated`,\n  `verified`\nfrom `dbt-package-testing`.`twilio_new`.`address`", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.twilio_source.stg_twilio__message_tmp": {"database": "dbt-package-testing", "schema": "zz_dbt_renee_twilio_source", "name": "stg_twilio__message_tmp", "resource_type": "model", "package_name": "twilio_source", "path": "tmp/stg_twilio__message_tmp.sql", "original_file_path": "models/tmp/stg_twilio__message_tmp.sql", "unique_id": "model.twilio_source.stg_twilio__message_tmp", "fqn": ["twilio_source", "tmp", "stg_twilio__message_tmp"], "alias": "stg_twilio__message_tmp", "checksum": {"name": "sha256", "checksum": "da1780186c407a2bba7ac00312fdc87b5cbece6635a39d0ba53b19eb8ba0ee7e"}, "config": {"enabled": true, "alias": null, "schema": "twilio_source", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "view", "schema": "twilio_source"}, "created_at": 1721062053.512012, "relation_name": "`dbt-package-testing`.`zz_dbt_renee_twilio_source`.`stg_twilio__message_tmp`", "raw_code": "select {{ dbt_utils.star(source('twilio', 'message')) }}\nfrom {{ var('message') }}", "language": "sql", "refs": [], "sources": [["twilio", "message"], ["twilio", "message"]], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.star"], "nodes": ["source.twilio_source.twilio.message"]}, "compiled_path": "target/compiled/twilio_source/models/tmp/stg_twilio__message_tmp.sql", "compiled": true, "compiled_code": "select `id`,\n  `_fivetran_synced`,\n  `account_id`,\n  `body`,\n  `created_at`,\n  `date_sent`,\n  `direction`,\n  `error_code`,\n  `error_message`,\n  `from`,\n  `messaging_service_sid`,\n  `num_media`,\n  `num_segments`,\n  `price`,\n  `price_unit`,\n  `status`,\n  `to`,\n  `updated_at`\nfrom `dbt-package-testing`.`twilio_new`.`message`", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.twilio_source.stg_twilio__outgoing_caller_id_tmp": {"database": "dbt-package-testing", "schema": "zz_dbt_renee_twilio_source", "name": "stg_twilio__outgoing_caller_id_tmp", "resource_type": "model", "package_name": "twilio_source", "path": "tmp/stg_twilio__outgoing_caller_id_tmp.sql", "original_file_path": "models/tmp/stg_twilio__outgoing_caller_id_tmp.sql", "unique_id": "model.twilio_source.stg_twilio__outgoing_caller_id_tmp", "fqn": ["twilio_source", "tmp", "stg_twilio__outgoing_caller_id_tmp"], "alias": "stg_twilio__outgoing_caller_id_tmp", "checksum": {"name": "sha256", "checksum": "6672c63d96e34b026954fdc286cdb32515d8e6ff7fb4da24b4fe2c24433c4359"}, "config": {"enabled": true, "alias": null, "schema": "twilio_source", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "view", "schema": "twilio_source"}, "created_at": 1721062053.515573, "relation_name": "`dbt-package-testing`.`zz_dbt_renee_twilio_source`.`stg_twilio__outgoing_caller_id_tmp`", "raw_code": "select {{ dbt_utils.star(source('twilio', 'outgoing_caller_id')) }}\nfrom {{ var('outgoing_caller_id') }}", "language": "sql", "refs": [], "sources": [["twilio", "outgoing_caller_id"], ["twilio", "outgoing_caller_id"]], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.star"], "nodes": ["source.twilio_source.twilio.outgoing_caller_id"]}, "compiled_path": "target/compiled/twilio_source/models/tmp/stg_twilio__outgoing_caller_id_tmp.sql", "compiled": true, "compiled_code": "select `id`,\n  `_fivetran_synced`,\n  `created_at`,\n  `friendly_name`,\n  `phone_number`,\n  `updated_at`\nfrom `dbt-package-testing`.`twilio_new`.`outgoing_caller_id`", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.twilio_source.stg_twilio__account_history_tmp": {"database": "dbt-package-testing", "schema": "zz_dbt_renee_twilio_source", "name": "stg_twilio__account_history_tmp", "resource_type": "model", "package_name": "twilio_source", "path": "tmp/stg_twilio__account_history_tmp.sql", "original_file_path": "models/tmp/stg_twilio__account_history_tmp.sql", "unique_id": "model.twilio_source.stg_twilio__account_history_tmp", "fqn": ["twilio_source", "tmp", "stg_twilio__account_history_tmp"], "alias": "stg_twilio__account_history_tmp", "checksum": {"name": "sha256", "checksum": "27ed82d7a5bc8dc61ec2e0a86732269135cd061c5b02b8f9b6c976a2d813f0b1"}, "config": {"enabled": true, "alias": null, "schema": "twilio_source", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "view", "schema": "twilio_source"}, "created_at": 1721062053.518997, "relation_name": "`dbt-package-testing`.`zz_dbt_renee_twilio_source`.`stg_twilio__account_history_tmp`", "raw_code": "select {{ dbt_utils.star(source('twilio', 'account_history')) }}\nfrom {{ var('account_history') }}", "language": "sql", "refs": [], "sources": [["twilio", "account_history"], ["twilio", "account_history"]], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.star"], "nodes": ["source.twilio_source.twilio.account_history"]}, "compiled_path": "target/compiled/twilio_source/models/tmp/stg_twilio__account_history_tmp.sql", "compiled": true, "compiled_code": "select `id`,\n  `updated_at`,\n  `_fivetran_synced`,\n  `created_at`,\n  `friendly_name`,\n  `owner_account_id`,\n  `status`,\n  `type`\nfrom `dbt-package-testing`.`twilio_new`.`account_history`", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.twilio.twilio__account_overview": {"database": "dbt-package-testing", "schema": "zz_dbt_renee_twilio", "name": "twilio__account_overview", "resource_type": "model", "package_name": "twilio", "path": "twilio__account_overview.sql", "original_file_path": "models/twilio__account_overview.sql", "unique_id": "model.twilio.twilio__account_overview", "fqn": ["twilio", "twilio__account_overview"], "alias": "twilio__account_overview", "checksum": {"name": "sha256", "checksum": "79cf8bcde97425f6eeb86430fed90c6e48b36c6c9b4d90faf0cfa81b147369c3"}, "config": {"enabled": true, "alias": null, "schema": "twilio", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "This model provides aggregate information per each account regarding the Twilio Messages resource.", "columns": {"account_id": {"name": "account_id", "description": "The unique identifier for account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_name": {"name": "account_name", "description": "Friendly name associated with the account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_status": {"name": "account_status", "description": "The status or state of the account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_type": {"name": "account_type", "description": "The type or category of the account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The day of the message activity.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_week": {"name": "date_week", "description": "The week of the message activity.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_month": {"name": "date_month", "description": "The month of the message activity.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "total_outbound_messages": {"name": "total_outbound_messages", "description": "Total number of outbound messages for this account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "total_inbound_messages": {"name": "total_inbound_messages", "description": "Total number of inbound messages for this account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "total_accepted_messages": {"name": "total_accepted_messages", "description": "Total number of accepted messages for this account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "total_scheduled_messages": {"name": "total_scheduled_messages", "description": "Total number of scheduled messages for this account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "total_canceled_messages": {"name": "total_canceled_messages", "description": "Total number of canceled messages for this account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "total_queued_messages": {"name": "total_queued_messages", "description": "Total number of queued messages for this account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "total_sending_messages": {"name": "total_sending_messages", "description": "Total number of sending messages for this account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "total_sent_messages": {"name": "total_sent_messages", "description": "Total number of sent messages for this account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "total_failed_messages": {"name": "total_failed_messages", "description": "Total number of failed messages for this account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "total_delivered_messages": {"name": "total_delivered_messages", "description": "Total number of delivered messages for this account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "total_undelivered_messages": {"name": "total_undelivered_messages", "description": "Total number of undelivered messages for this account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "total_receiving_messages": {"name": "total_receiving_messages", "description": "Total number of receiving messages for this account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "total_received_messages": {"name": "total_received_messages", "description": "Total number of received messages for this account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "total_read_messages": {"name": "total_read_messages", "description": "Total number of read messages for this account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "total_messages": {"name": "total_messages", "description": "Total number of messages for this account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "total_messages_spend": {"name": "total_messages_spend", "description": "Total cost or price associated with this account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "price_unit": {"name": "price_unit", "description": "The currency unit in which the `price` is measured.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "total_account_spend": {"name": "total_account_spend", "description": "The total cost or price incurred by account across all resources used.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "twilio://models/twilio.yml", "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "twilio"}, "created_at": 1721062053.698826, "relation_name": "`dbt-package-testing`.`zz_dbt_renee_twilio`.`twilio__account_overview`", "raw_code": "{% set message_categories = ['accepted', 'scheduled', 'canceled', 'queued', 'sending', 'sent', 'failed', 'delivered', 'undelivered', 'receiving','received', 'read'] %}\n\nwith messages as (\n\n    select *\n    from {{ ref('int_twilio__messages')}}\n),\n\naccount_history as (\n\n    select * \n    from {{ var('account_history')}}\n),\n\nusage_record as (\n\n    select * \n    from {{ var('usage_record')}}\n)\n\nselect\n    messages.account_id,\n    account_history.friendly_name as account_name,\n    account_history.status as account_status,\n    account_history.type as account_type,\n    messages.date_day,\n    messages.date_week,\n    messages.date_month,\n    messages.price_unit,\n    count(case\n        when messages.direction like '%outbound%'\n        then messages.message_id end)\n        as total_outbound_messages,\n    count(case\n        when messages.direction like '%inbound%'\n        then messages.message_id end)\n        as total_inbound_messages,\n\n    {% for m in message_categories %}\n    count(case\n        when messages.status like '{{ m }}'\n        then messages.message_id end)\n        as total_{{m}}_messages,\n    {% endfor %}\n    \n    count(messages.message_id) as total_messages,\n    round( cast(sum(messages.price) as {{ dbt.type_numeric ()}}), 2) * -1 as total_messages_spend,\n    round( cast(sum(usage_record.price) as {{ dbt.type_numeric ()}}), 2) as total_account_spend\n\nfrom messages\nleft join usage_record\n    on messages.account_id = usage_record.account_id\n    and messages.date_day = usage_record.start_date\nleft join account_history\n    on messages.account_id = account_history.account_id\n\n{{ dbt_utils.group_by(n=8) }}", "language": "sql", "refs": [{"name": "int_twilio__messages", "package": null, "version": null}, {"name": "stg_twilio__account_history", "package": null, "version": null}, {"name": "stg_twilio__usage_record", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.type_numeric", "macro.dbt_utils.group_by"], "nodes": ["model.twilio.int_twilio__messages", "model.twilio_source.stg_twilio__account_history", "model.twilio_source.stg_twilio__usage_record"]}, "compiled_path": "target/compiled/twilio/models/twilio__account_overview.sql", "compiled": true, "compiled_code": "\n\nwith messages as (\n\n    select *\n    from `dbt-package-testing`.`zz_dbt_renee_twilio`.`int_twilio__messages`\n),\n\naccount_history as (\n\n    select * \n    from `dbt-package-testing`.`zz_dbt_renee_twilio_source`.`stg_twilio__account_history`\n),\n\nusage_record as (\n\n    select * \n    from `dbt-package-testing`.`zz_dbt_renee_twilio_source`.`stg_twilio__usage_record`\n)\n\nselect\n    messages.account_id,\n    account_history.friendly_name as account_name,\n    account_history.status as account_status,\n    account_history.type as account_type,\n    messages.date_day,\n    messages.date_week,\n    messages.date_month,\n    messages.price_unit,\n    count(case\n        when messages.direction like '%outbound%'\n        then messages.message_id end)\n        as total_outbound_messages,\n    count(case\n        when messages.direction like '%inbound%'\n        then messages.message_id end)\n        as total_inbound_messages,\n\n    \n    count(case\n        when messages.status like 'accepted'\n        then messages.message_id end)\n        as total_accepted_messages,\n    \n    count(case\n        when messages.status like 'scheduled'\n        then messages.message_id end)\n        as total_scheduled_messages,\n    \n    count(case\n        when messages.status like 'canceled'\n        then messages.message_id end)\n        as total_canceled_messages,\n    \n    count(case\n        when messages.status like 'queued'\n        then messages.message_id end)\n        as total_queued_messages,\n    \n    count(case\n        when messages.status like 'sending'\n        then messages.message_id end)\n        as total_sending_messages,\n    \n    count(case\n        when messages.status like 'sent'\n        then messages.message_id end)\n        as total_sent_messages,\n    \n    count(case\n        when messages.status like 'failed'\n        then messages.message_id end)\n        as total_failed_messages,\n    \n    count(case\n        when messages.status like 'delivered'\n        then messages.message_id end)\n        as total_delivered_messages,\n    \n    count(case\n        when messages.status like 'undelivered'\n        then messages.message_id end)\n        as total_undelivered_messages,\n    \n    count(case\n        when messages.status like 'receiving'\n        then messages.message_id end)\n        as total_receiving_messages,\n    \n    count(case\n        when messages.status like 'received'\n        then messages.message_id end)\n        as total_received_messages,\n    \n    count(case\n        when messages.status like 'read'\n        then messages.message_id end)\n        as total_read_messages,\n    \n    \n    count(messages.message_id) as total_messages,\n    round( cast(sum(messages.price) as numeric), 2) * -1 as total_messages_spend,\n    round( cast(sum(usage_record.price) as numeric), 2) as total_account_spend\n\nfrom messages\nleft join usage_record\n    on messages.account_id = usage_record.account_id\n    and messages.date_day = usage_record.start_date\nleft join account_history\n    on messages.account_id = account_history.account_id\n\ngroup by 1,2,3,4,5,6,7,8", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.twilio.twilio__number_overview": {"database": "dbt-package-testing", "schema": "zz_dbt_renee_twilio", "name": "twilio__number_overview", "resource_type": "model", "package_name": "twilio", "path": "twilio__number_overview.sql", "original_file_path": "models/twilio__number_overview.sql", "unique_id": "model.twilio.twilio__number_overview", "fqn": ["twilio", "twilio__number_overview"], "alias": "twilio__number_overview", "checksum": {"name": "sha256", "checksum": "7e61e97ee54a1985bd09346b46cc8ecf250cedbb76e1e6cd77990ec91f1278c1"}, "config": {"enabled": true, "alias": null, "schema": "twilio", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "This model has aggregate messaging information for each phone number level, such as total messages, total inbound messages, total messages by status, and total spend.", "columns": {"phone_number": {"name": "phone_number", "description": "The phone number that you have had used messaging with.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "total_outbound_messages": {"name": "total_outbound_messages", "description": "Total number of outbound messages for this phone number.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "total_inbound_messages": {"name": "total_inbound_messages", "description": "Total number of inbound messages for this phone number.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "total_accepted_messages": {"name": "total_accepted_messages", "description": "Total number of accepted messages for this phone number.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "total_scheduled_messages": {"name": "total_scheduled_messages", "description": "Total number of scheduled messages for this phone number.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "total_canceled_messages": {"name": "total_canceled_messages", "description": "Total number of canceled messages for this phone number.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "total_queued_messages": {"name": "total_queued_messages", "description": "Total number of queued messages for this phone number.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "total_sending_messages": {"name": "total_sending_messages", "description": "Total number of sending messages for this phone number.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "total_sent_messages": {"name": "total_sent_messages", "description": "Total number of sent messages for this phone number.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "total_failed_messages": {"name": "total_failed_messages", "description": "Total number of failed messages for this phone number.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "total_delivered_messages": {"name": "total_delivered_messages", "description": "Total number of delivered messages for this phone number.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "total_undelivered_messages": {"name": "total_undelivered_messages", "description": "Total number of undelivered messages for this phone number.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "total_receiving_messages": {"name": "total_receiving_messages", "description": "Total number of receiving messages for this phone number.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "total_received_messages": {"name": "total_received_messages", "description": "Total number of received messages for this phone number.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "total_read_messages": {"name": "total_read_messages", "description": "Total number of read messages for this phone number.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "total_messages": {"name": "total_messages", "description": "Total number of messages for this phone number.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "total_spend": {"name": "total_spend", "description": "Total cost or price associated with this phone number.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "twilio://models/twilio.yml", "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "twilio"}, "created_at": 1721062053.696735, "relation_name": "`dbt-package-testing`.`zz_dbt_renee_twilio`.`twilio__number_overview`", "raw_code": "{% set message_categories = ['accepted', 'scheduled', 'canceled', 'queued', 'sending', 'sent', 'failed', 'delivered', 'undelivered', 'receiving','received', 'read'] %}\n\nwith messages as (\n\n    select *\n    from {{ ref('int_twilio__messages')}}\n)\n\nselect\n    phone_number,\n    count(case\n        when direction like '%outbound%'\n        then message_id end)\n        as total_outbound_messages,\n    count(case\n        when direction like '%inbound%'\n        then message_id end)\n        as total_inbound_messages,\n\n    {% for m in message_categories %}\n    count(case\n        when status like '{{ m }}'\n        then message_id end)\n        as total_{{m}}_messages,\n    {% endfor %}\n    \n    count(message_id) as total_messages,\n    sum(price) as total_spend\n\nfrom messages\ngroup by 1", "language": "sql", "refs": [{"name": "int_twilio__messages", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": ["model.twilio.int_twilio__messages"]}, "compiled_path": "target/compiled/twilio/models/twilio__number_overview.sql", "compiled": true, "compiled_code": "\n\nwith messages as (\n\n    select *\n    from `dbt-package-testing`.`zz_dbt_renee_twilio`.`int_twilio__messages`\n)\n\nselect\n    phone_number,\n    count(case\n        when direction like '%outbound%'\n        then message_id end)\n        as total_outbound_messages,\n    count(case\n        when direction like '%inbound%'\n        then message_id end)\n        as total_inbound_messages,\n\n    \n    count(case\n        when status like 'accepted'\n        then message_id end)\n        as total_accepted_messages,\n    \n    count(case\n        when status like 'scheduled'\n        then message_id end)\n        as total_scheduled_messages,\n    \n    count(case\n        when status like 'canceled'\n        then message_id end)\n        as total_canceled_messages,\n    \n    count(case\n        when status like 'queued'\n        then message_id end)\n        as total_queued_messages,\n    \n    count(case\n        when status like 'sending'\n        then message_id end)\n        as total_sending_messages,\n    \n    count(case\n        when status like 'sent'\n        then message_id end)\n        as total_sent_messages,\n    \n    count(case\n        when status like 'failed'\n        then message_id end)\n        as total_failed_messages,\n    \n    count(case\n        when status like 'delivered'\n        then message_id end)\n        as total_delivered_messages,\n    \n    count(case\n        when status like 'undelivered'\n        then message_id end)\n        as total_undelivered_messages,\n    \n    count(case\n        when status like 'receiving'\n        then message_id end)\n        as total_receiving_messages,\n    \n    count(case\n        when status like 'received'\n        then message_id end)\n        as total_received_messages,\n    \n    count(case\n        when status like 'read'\n        then message_id end)\n        as total_read_messages,\n    \n    \n    count(message_id) as total_messages,\n    sum(price) as total_spend\n\nfrom messages\ngroup by 1", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.twilio.twilio__message_enhanced": {"database": "dbt-package-testing", "schema": "zz_dbt_renee_twilio", "name": "twilio__message_enhanced", "resource_type": "model", "package_name": "twilio", "path": "twilio__message_enhanced.sql", "original_file_path": "models/twilio__message_enhanced.sql", "unique_id": "model.twilio.twilio__message_enhanced", "fqn": ["twilio", "twilio__message_enhanced"], "alias": "twilio__message_enhanced", "checksum": {"name": "sha256", "checksum": "e1dcf9c0412ecfe8695ddaaafc58fc7b8ea94c6b8044836371c8866a59fbab6d"}, "config": {"enabled": true, "alias": null, "schema": "twilio", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "This model provides additional information of every message sent or received.", "columns": {"message_id": {"name": "message_id", "description": "The unique identifier for the message.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_id": {"name": "account_id", "description": "The unique identifier of the Account that sent or received the message.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "body": {"name": "body", "description": "The text of the message.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "num_characters": {"name": "num_characters", "description": "The number of characters in the message.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "num_words": {"name": "num_words", "description": "The number of words in the message.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "created_at": {"name": "created_at", "description": "The timestamp indicating when the message was created.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "timestamp_sent": {"name": "timestamp_sent", "description": "The timestamp_sent indicating when the message was sent.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The day indicating when the message was sent.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_week": {"name": "date_week", "description": "The week when the message was sent.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_month": {"name": "date_month", "description": "The month when the message was sent.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "direction": {"name": "direction", "description": "The direction of the message.  Can be inbound for incoming messages, outbound-api for messages initiated by a REST API, outbound-call for messages initiated during a call, or outbound-reply for messages initiated in response to an incoming message.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "error_code": {"name": "error_code", "description": "The error code associated with the message, if applicable.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "error_message": {"name": "error_message", "description": "The description of the error_code if your message status is failed or undelivered. If the message was successful, this value is null.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "phone_number": {"name": "phone_number", "description": "The phone number that sent the message, if the direction was inbound. Or the phone number that received the message, if the direction was outbound.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "messaging_service_id": {"name": "messaging_service_id", "description": "The unique identifier of the messaging service.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "num_media": {"name": "num_media", "description": "The number of media (e.g., images, videos) included in the message.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "num_segments": {"name": "num_segments", "description": "The number of segments the message contains. A message body that is too large to be sent in a single SMS message is segmented and charged as multiple messages. Inbound messages over 160 characters are reassembled when the message is received. Note, when using a Messaging Service to send messages, num_segments will always be 0 in Twilio's response to your API request.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "price": {"name": "price", "description": "The cost of the message.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "price_unit": {"name": "price_unit", "description": "The currency unit for the message cost.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "status": {"name": "status", "description": "The status of the message. Can be accepted, scheduled, canceled, queued, sending, sent, failed, delivered, undelivered, receiving, received, or read (WhatsApp only).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "updated_at": {"name": "updated_at", "description": "The timestamp indicating when the message was last updated.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "friendly_name": {"name": "friendly_name", "description": "A human-readable descriptive name for the messaging service.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "inbound_method": {"name": "inbound_method", "description": "The HTTP method Twilio will use to send requests to the inbound request URL of the messaging service.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "us_app_to_person_registered": {"name": "us_app_to_person_registered", "description": "Specifies whether to enable or disable routing inbound messages to the messaging service using US App-to-Person (A2P) routing.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "use_inbound_webhook_on_number": {"name": "use_inbound_webhook_on_number", "description": "Specifies whether to use inbound webhooks for handling incoming messages to the messaging service.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "use_case": {"name": "use_case", "description": "Specifies the intended use case of the messaging service.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "twilio://models/twilio.yml", "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "twilio"}, "created_at": 1721062053.697736, "relation_name": "`dbt-package-testing`.`zz_dbt_renee_twilio`.`twilio__message_enhanced`", "raw_code": "with messages as (\n\n    select *\n    from {{ ref('int_twilio__messages') }}\n),\n\nincoming_phone_number as (\n\n    select *\n    from {{ var('incoming_phone_number')}}\n),\n\naddresses as (\n\n    select *\n    from {{ var('address')}}\n),\n\n{% if var('using_twilio_messaging_service', True) %}\nmessaging_service as (\n\n    select *\n    from {{ var('messaging_service')}}\n),\n\n{% endif %}\n\nfinal as (\n\n    select\n        messages.message_id,\n        messages.messaging_service_id,\n        messages.timestamp_sent,\n        messages.date_day,\n        messages.date_week,\n        messages.date_month,\n        messages.account_id,\n        messages.created_at,\n        messages.direction,\n        messages.phone_number,\n        messages.body,\n        messages.num_characters,\n        (messages.num_characters- {{ dbt.length(\"body_no_spaces\") }}) + 1 as num_words,\n        messages.status,\n        messages.error_code,\n        messages.error_message,\n        messages.num_media,\n        messages.num_segments,\n        messages.price,\n        messages.price_unit,\n        messages.updated_at\n\n        {% if var('using_twilio_messaging_service', True) %}\n        , \n        messaging_service.friendly_name, \n        messaging_service.inbound_method, \n        messaging_service.us_app_to_person_registered, \n        messaging_service.use_inbound_webhook_on_number, \n        messaging_service.use_case\n\n        {% endif %}\n\n    from messages\n\n\n    {% if var('using_twilio_messaging_service', True) %}\n    left join messaging_service\n        on messages.messaging_service_id = messaging_service.messaging_service_id\n\n    {% endif %}\n\n)\n\nselect *\nfrom final", "language": "sql", "refs": [{"name": "int_twilio__messages", "package": null, "version": null}, {"name": "stg_twilio__incoming_phone_number", "package": null, "version": null}, {"name": "stg_twilio__address", "package": null, "version": null}, {"name": "stg_twilio__messaging_service", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.length"], "nodes": ["model.twilio.int_twilio__messages", "model.twilio_source.stg_twilio__incoming_phone_number", "model.twilio_source.stg_twilio__address", "model.twilio_source.stg_twilio__messaging_service"]}, "compiled_path": "target/compiled/twilio/models/twilio__message_enhanced.sql", "compiled": true, "compiled_code": "with messages as (\n\n    select *\n    from `dbt-package-testing`.`zz_dbt_renee_twilio`.`int_twilio__messages`\n),\n\nincoming_phone_number as (\n\n    select *\n    from `dbt-package-testing`.`zz_dbt_renee_twilio_source`.`stg_twilio__incoming_phone_number`\n),\n\naddresses as (\n\n    select *\n    from `dbt-package-testing`.`zz_dbt_renee_twilio_source`.`stg_twilio__address`\n),\n\n\nmessaging_service as (\n\n    select *\n    from `dbt-package-testing`.`zz_dbt_renee_twilio_source`.`stg_twilio__messaging_service`\n),\n\n\n\nfinal as (\n\n    select\n        messages.message_id,\n        messages.messaging_service_id,\n        messages.timestamp_sent,\n        messages.date_day,\n        messages.date_week,\n        messages.date_month,\n        messages.account_id,\n        messages.created_at,\n        messages.direction,\n        messages.phone_number,\n        messages.body,\n        messages.num_characters,\n        (messages.num_characters- \n\n    length(\n        body_no_spaces\n    )) + 1 as num_words,\n        messages.status,\n        messages.error_code,\n        messages.error_message,\n        messages.num_media,\n        messages.num_segments,\n        messages.price,\n        messages.price_unit,\n        messages.updated_at\n\n        \n        , \n        messaging_service.friendly_name, \n        messaging_service.inbound_method, \n        messaging_service.us_app_to_person_registered, \n        messaging_service.use_inbound_webhook_on_number, \n        messaging_service.use_case\n\n        \n\n    from messages\n\n\n    \n    left join messaging_service\n        on messages.messaging_service_id = messaging_service.messaging_service_id\n\n    \n\n)\n\nselect *\nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.twilio.int_twilio__messages": {"database": "dbt-package-testing", "schema": "zz_dbt_renee_twilio", "name": "int_twilio__messages", "resource_type": "model", "package_name": "twilio", "path": "intermediate/int_twilio__messages.sql", "original_file_path": "models/intermediate/int_twilio__messages.sql", "unique_id": "model.twilio.int_twilio__messages", "fqn": ["twilio", "intermediate", "int_twilio__messages"], "alias": "int_twilio__messages", "checksum": {"name": "sha256", "checksum": "f41daeb266e590edde24a51568001a5e19b3e556e1123a29df05239a94683a84"}, "config": {"enabled": true, "alias": null, "schema": "twilio", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "twilio"}, "created_at": 1721062053.551736, "relation_name": "`dbt-package-testing`.`zz_dbt_renee_twilio`.`int_twilio__messages`", "raw_code": "with messages as (\n\n    select *\n    from {{ var('message')}}\n),\n\ninbound_messages as (\n\n    select\n        account_id,\n        body,\n        {{ dbt.length(\"body\") }} as num_characters,\n        {{ dbt.replace(\"body\", \"' '\", \"''\") }} as body_no_spaces,\n        created_at,\n        timestamp_sent,\n        direction,\n        error_code,\n        error_message,\n        message_from as phone_number,\n        message_id,\n        messaging_service_id,\n        num_media,\n        num_segments,\n        price,\n        price_unit,\n        status,\n        message_to,\n        updated_at\n\n    from messages\n    where direction like '%inbound%'\n),\n\noutbound_messages as (\n\n    select\n        account_id,\n        body,\n        {{ dbt.length(\"body\") }} as num_characters,\n        {{ dbt.replace(\"body\", \"' '\", \"''\") }} as body_no_spaces,\n        created_at,\n        timestamp_sent,\n        direction,\n        error_code,\n        error_message,\n        message_to as phone_number,\n        message_id,\n        messaging_service_id,\n        num_media,\n        num_segments,\n        price,\n        price_unit,\n        status,\n        message_from,\n        updated_at\n\n    from messages\n    where direction like '%outbound%'\n),\n\nunion_messages as (\n\n    select * from inbound_messages\n    union all\n    select * from outbound_messages\n)\n\nselect \n    *,\n    cast ({{ dbt.date_trunc(\"day\",\"timestamp_sent\") }} as date) as date_day,\n    cast ({{ dbt.date_trunc(\"week\",\"timestamp_sent\") }} as date) as date_week,\n    cast ({{ dbt.date_trunc(\"month\",\"timestamp_sent\") }} as date) as date_month\n\nfrom union_messages", "language": "sql", "refs": [{"name": "stg_twilio__message", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.length", "macro.dbt.replace", "macro.dbt.date_trunc"], "nodes": ["model.twilio_source.stg_twilio__message"]}, "compiled_path": "target/compiled/twilio/models/intermediate/int_twilio__messages.sql", "compiled": true, "compiled_code": "with messages as (\n\n    select *\n    from `dbt-package-testing`.`zz_dbt_renee_twilio_source`.`stg_twilio__message`\n),\n\ninbound_messages as (\n\n    select\n        account_id,\n        body,\n        \n\n    length(\n        body\n    ) as num_characters,\n        \n\n    replace(\n        body,\n        ' ',\n        ''\n    )\n\n\n as body_no_spaces,\n        created_at,\n        timestamp_sent,\n        direction,\n        error_code,\n        error_message,\n        message_from as phone_number,\n        message_id,\n        messaging_service_id,\n        num_media,\n        num_segments,\n        price,\n        price_unit,\n        status,\n        message_to,\n        updated_at\n\n    from messages\n    where direction like '%inbound%'\n),\n\noutbound_messages as (\n\n    select\n        account_id,\n        body,\n        \n\n    length(\n        body\n    ) as num_characters,\n        \n\n    replace(\n        body,\n        ' ',\n        ''\n    )\n\n\n as body_no_spaces,\n        created_at,\n        timestamp_sent,\n        direction,\n        error_code,\n        error_message,\n        message_to as phone_number,\n        message_id,\n        messaging_service_id,\n        num_media,\n        num_segments,\n        price,\n        price_unit,\n        status,\n        message_from,\n        updated_at\n\n    from messages\n    where direction like '%outbound%'\n),\n\nunion_messages as (\n\n    select * from inbound_messages\n    union all\n    select * from outbound_messages\n)\n\nselect \n    *,\n    cast (timestamp_trunc(\n        cast(timestamp_sent as timestamp),\n        day\n    ) as date) as date_day,\n    cast (timestamp_trunc(\n        cast(timestamp_sent as timestamp),\n        week\n    ) as date) as date_week,\n    cast (timestamp_trunc(\n        cast(timestamp_sent as timestamp),\n        month\n    ) as date) as date_month\n\nfrom union_messages", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "test.twilio_source.not_null_stg_twilio__account_history_account_id.9d783e8ba5": {"test_metadata": {"name": "not_null", "kwargs": {"column_name": "account_id", "model": "{{ get_where_subquery(ref('stg_twilio__account_history')) }}"}, "namespace": null}, "database": "dbt-package-testing", "schema": "zz_dbt_renee_dbt_test__audit", "name": "not_null_stg_twilio__account_history_account_id", "resource_type": "test", "package_name": "twilio_source", "path": "not_null_stg_twilio__account_history_account_id.sql", "original_file_path": "models/stg_twilio.yml", "unique_id": "test.twilio_source.not_null_stg_twilio__account_history_account_id.9d783e8ba5", "fqn": ["twilio_source", "not_null_stg_twilio__account_history_account_id"], "alias": "not_null_stg_twilio__account_history_account_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {}, "created_at": 1721062053.631732, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "stg_twilio__account_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.twilio_source.stg_twilio__account_history"]}, "compiled_path": "target/compiled/twilio_source/models/stg_twilio.yml/not_null_stg_twilio__account_history_account_id.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect account_id\nfrom `dbt-package-testing`.`zz_dbt_renee_twilio_source`.`stg_twilio__account_history`\nwhere account_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "account_id", "file_key_name": "models.stg_twilio__account_history", "attached_node": "model.twilio_source.stg_twilio__account_history"}, "test.twilio_source.not_null_stg_twilio__account_history_updated_at.d6e6f7f215": {"test_metadata": {"name": "not_null", "kwargs": {"column_name": "updated_at", "model": "{{ get_where_subquery(ref('stg_twilio__account_history')) }}"}, "namespace": null}, "database": "dbt-package-testing", "schema": "zz_dbt_renee_dbt_test__audit", "name": "not_null_stg_twilio__account_history_updated_at", "resource_type": "test", "package_name": "twilio_source", "path": "not_null_stg_twilio__account_history_updated_at.sql", "original_file_path": "models/stg_twilio.yml", "unique_id": "test.twilio_source.not_null_stg_twilio__account_history_updated_at.d6e6f7f215", "fqn": ["twilio_source", "not_null_stg_twilio__account_history_updated_at"], "alias": "not_null_stg_twilio__account_history_updated_at", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {}, "created_at": 1721062053.632797, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "stg_twilio__account_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.twilio_source.stg_twilio__account_history"]}, "compiled_path": "target/compiled/twilio_source/models/stg_twilio.yml/not_null_stg_twilio__account_history_updated_at.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect updated_at\nfrom `dbt-package-testing`.`zz_dbt_renee_twilio_source`.`stg_twilio__account_history`\nwhere updated_at is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "updated_at", "file_key_name": "models.stg_twilio__account_history", "attached_node": "model.twilio_source.stg_twilio__account_history"}, "test.twilio_source.dbt_utils_unique_combination_of_columns_stg_twilio__account_history_account_id__updated_at.0bcbfc5896": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["account_id", "updated_at"], "model": "{{ get_where_subquery(ref('stg_twilio__account_history')) }}"}, "namespace": "dbt_utils"}, "database": "dbt-package-testing", "schema": "zz_dbt_renee_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_stg_twilio__account_history_account_id__updated_at", "resource_type": "test", "package_name": "twilio_source", "path": "dbt_utils_unique_combination_o_20321b4f412be0e785ee0ed52c638f73.sql", "original_file_path": "models/stg_twilio.yml", "unique_id": "test.twilio_source.dbt_utils_unique_combination_of_columns_stg_twilio__account_history_account_id__updated_at.0bcbfc5896", "fqn": ["twilio_source", "dbt_utils_unique_combination_of_columns_stg_twilio__account_history_account_id__updated_at"], "alias": "dbt_utils_unique_combination_o_20321b4f412be0e785ee0ed52c638f73", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_20321b4f412be0e785ee0ed52c638f73", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_20321b4f412be0e785ee0ed52c638f73"}, "created_at": 1721062053.633606, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_20321b4f412be0e785ee0ed52c638f73\") }}", "language": "sql", "refs": [{"name": "stg_twilio__account_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.twilio_source.stg_twilio__account_history"]}, "compiled_path": "target/compiled/twilio_source/models/stg_twilio.yml/dbt_utils_unique_combination_o_20321b4f412be0e785ee0ed52c638f73.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n    select\n        account_id, updated_at\n    from `dbt-package-testing`.`zz_dbt_renee_twilio_source`.`stg_twilio__account_history`\n    group by account_id, updated_at\n    having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.stg_twilio__account_history", "attached_node": "model.twilio_source.stg_twilio__account_history"}, "test.twilio_source.unique_stg_twilio__address_address_id.4629d76478": {"test_metadata": {"name": "unique", "kwargs": {"column_name": "address_id", "model": "{{ get_where_subquery(ref('stg_twilio__address')) }}"}, "namespace": null}, "database": "dbt-package-testing", "schema": "zz_dbt_renee_dbt_test__audit", "name": "unique_stg_twilio__address_address_id", "resource_type": "test", "package_name": "twilio_source", "path": "unique_stg_twilio__address_address_id.sql", "original_file_path": "models/stg_twilio.yml", "unique_id": "test.twilio_source.unique_stg_twilio__address_address_id.4629d76478", "fqn": ["twilio_source", "unique_stg_twilio__address_address_id"], "alias": "unique_stg_twilio__address_address_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {}, "created_at": 1721062053.6392262, "relation_name": null, "raw_code": "{{ test_unique(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "stg_twilio__address", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_unique", "macro.dbt.get_where_subquery"], "nodes": ["model.twilio_source.stg_twilio__address"]}, "compiled_path": "target/compiled/twilio_source/models/stg_twilio.yml/unique_stg_twilio__address_address_id.sql", "compiled": true, "compiled_code": "\n    \n    \n\nwith dbt_test__target as (\n\n  select address_id as unique_field\n  from `dbt-package-testing`.`zz_dbt_renee_twilio_source`.`stg_twilio__address`\n  where address_id is not null\n\n)\n\nselect\n    unique_field,\n    count(*) as n_records\n\nfrom dbt_test__target\ngroup by unique_field\nhaving count(*) > 1\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "address_id", "file_key_name": "models.stg_twilio__address", "attached_node": "model.twilio_source.stg_twilio__address"}, "test.twilio_source.not_null_stg_twilio__address_address_id.88b6a635a6": {"test_metadata": {"name": "not_null", "kwargs": {"column_name": "address_id", "model": "{{ get_where_subquery(ref('stg_twilio__address')) }}"}, "namespace": null}, "database": "dbt-package-testing", "schema": "zz_dbt_renee_dbt_test__audit", "name": "not_null_stg_twilio__address_address_id", "resource_type": "test", "package_name": "twilio_source", "path": "not_null_stg_twilio__address_address_id.sql", "original_file_path": "models/stg_twilio.yml", "unique_id": "test.twilio_source.not_null_stg_twilio__address_address_id.88b6a635a6", "fqn": ["twilio_source", "not_null_stg_twilio__address_address_id"], "alias": "not_null_stg_twilio__address_address_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {}, "created_at": 1721062053.6399748, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "stg_twilio__address", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.twilio_source.stg_twilio__address"]}, "compiled_path": "target/compiled/twilio_source/models/stg_twilio.yml/not_null_stg_twilio__address_address_id.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect address_id\nfrom `dbt-package-testing`.`zz_dbt_renee_twilio_source`.`stg_twilio__address`\nwhere address_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "address_id", "file_key_name": "models.stg_twilio__address", "attached_node": "model.twilio_source.stg_twilio__address"}, "test.twilio_source.unique_stg_twilio__call_call_id.4a911440b6": {"test_metadata": {"name": "unique", "kwargs": {"column_name": "call_id", "model": "{{ get_where_subquery(ref('stg_twilio__call')) }}"}, "namespace": null}, "database": "dbt-package-testing", "schema": "zz_dbt_renee_dbt_test__audit", "name": "unique_stg_twilio__call_call_id", "resource_type": "test", "package_name": "twilio_source", "path": "unique_stg_twilio__call_call_id.sql", "original_file_path": "models/stg_twilio.yml", "unique_id": "test.twilio_source.unique_stg_twilio__call_call_id.4a911440b6", "fqn": ["twilio_source", "unique_stg_twilio__call_call_id"], "alias": "unique_stg_twilio__call_call_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {}, "created_at": 1721062053.640703, "relation_name": null, "raw_code": "{{ test_unique(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "stg_twilio__call", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_unique", "macro.dbt.get_where_subquery"], "nodes": ["model.twilio_source.stg_twilio__call"]}, "compiled_path": "target/compiled/twilio_source/models/stg_twilio.yml/unique_stg_twilio__call_call_id.sql", "compiled": true, "compiled_code": "\n    \n    \n\nwith dbt_test__target as (\n\n  select call_id as unique_field\n  from `dbt-package-testing`.`zz_dbt_renee_twilio_source`.`stg_twilio__call`\n  where call_id is not null\n\n)\n\nselect\n    unique_field,\n    count(*) as n_records\n\nfrom dbt_test__target\ngroup by unique_field\nhaving count(*) > 1\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "call_id", "file_key_name": "models.stg_twilio__call", "attached_node": "model.twilio_source.stg_twilio__call"}, "test.twilio_source.not_null_stg_twilio__call_call_id.b1c7afdc81": {"test_metadata": {"name": "not_null", "kwargs": {"column_name": "call_id", "model": "{{ get_where_subquery(ref('stg_twilio__call')) }}"}, "namespace": null}, "database": "dbt-package-testing", "schema": "zz_dbt_renee_dbt_test__audit", "name": "not_null_stg_twilio__call_call_id", "resource_type": "test", "package_name": "twilio_source", "path": "not_null_stg_twilio__call_call_id.sql", "original_file_path": "models/stg_twilio.yml", "unique_id": "test.twilio_source.not_null_stg_twilio__call_call_id.b1c7afdc81", "fqn": ["twilio_source", "not_null_stg_twilio__call_call_id"], "alias": "not_null_stg_twilio__call_call_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {}, "created_at": 1721062053.641404, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "stg_twilio__call", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.twilio_source.stg_twilio__call"]}, "compiled_path": "target/compiled/twilio_source/models/stg_twilio.yml/not_null_stg_twilio__call_call_id.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect call_id\nfrom `dbt-package-testing`.`zz_dbt_renee_twilio_source`.`stg_twilio__call`\nwhere call_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "call_id", "file_key_name": "models.stg_twilio__call", "attached_node": "model.twilio_source.stg_twilio__call"}, "test.twilio_source.unique_stg_twilio__incoming_phone_number_incoming_phone_number_id.d6eb15efc6": {"test_metadata": {"name": "unique", "kwargs": {"column_name": "incoming_phone_number_id", "model": "{{ get_where_subquery(ref('stg_twilio__incoming_phone_number')) }}"}, "namespace": null}, "database": "dbt-package-testing", "schema": "zz_dbt_renee_dbt_test__audit", "name": "unique_stg_twilio__incoming_phone_number_incoming_phone_number_id", "resource_type": "test", "package_name": "twilio_source", "path": "unique_stg_twilio__incoming_ph_476c63503d13b6f70c916a20325748eb.sql", "original_file_path": "models/stg_twilio.yml", "unique_id": "test.twilio_source.unique_stg_twilio__incoming_phone_number_incoming_phone_number_id.d6eb15efc6", "fqn": ["twilio_source", "unique_stg_twilio__incoming_phone_number_incoming_phone_number_id"], "alias": "unique_stg_twilio__incoming_ph_476c63503d13b6f70c916a20325748eb", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "unique_stg_twilio__incoming_ph_476c63503d13b6f70c916a20325748eb", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "unique_stg_twilio__incoming_ph_476c63503d13b6f70c916a20325748eb"}, "created_at": 1721062053.6423612, "relation_name": null, "raw_code": "{{ test_unique(**_dbt_generic_test_kwargs) }}{{ config(alias=\"unique_stg_twilio__incoming_ph_476c63503d13b6f70c916a20325748eb\") }}", "language": "sql", "refs": [{"name": "stg_twilio__incoming_phone_number", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_unique", "macro.dbt.get_where_subquery"], "nodes": ["model.twilio_source.stg_twilio__incoming_phone_number"]}, "compiled_path": "target/compiled/twilio_source/models/stg_twilio.yml/unique_stg_twilio__incoming_ph_476c63503d13b6f70c916a20325748eb.sql", "compiled": true, "compiled_code": "\n    \n    \n\nwith dbt_test__target as (\n\n  select incoming_phone_number_id as unique_field\n  from `dbt-package-testing`.`zz_dbt_renee_twilio_source`.`stg_twilio__incoming_phone_number`\n  where incoming_phone_number_id is not null\n\n)\n\nselect\n    unique_field,\n    count(*) as n_records\n\nfrom dbt_test__target\ngroup by unique_field\nhaving count(*) > 1\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "incoming_phone_number_id", "file_key_name": "models.stg_twilio__incoming_phone_number", "attached_node": "model.twilio_source.stg_twilio__incoming_phone_number"}, "test.twilio_source.not_null_stg_twilio__incoming_phone_number_incoming_phone_number_id.9a63d01724": {"test_metadata": {"name": "not_null", "kwargs": {"column_name": "incoming_phone_number_id", "model": "{{ get_where_subquery(ref('stg_twilio__incoming_phone_number')) }}"}, "namespace": null}, "database": "dbt-package-testing", "schema": "zz_dbt_renee_dbt_test__audit", "name": "not_null_stg_twilio__incoming_phone_number_incoming_phone_number_id", "resource_type": "test", "package_name": "twilio_source", "path": "not_null_stg_twilio__incoming__fc56f6c8f02bd5cc2b166962f905a57f.sql", "original_file_path": "models/stg_twilio.yml", "unique_id": "test.twilio_source.not_null_stg_twilio__incoming_phone_number_incoming_phone_number_id.9a63d01724", "fqn": ["twilio_source", "not_null_stg_twilio__incoming_phone_number_incoming_phone_number_id"], "alias": "not_null_stg_twilio__incoming__fc56f6c8f02bd5cc2b166962f905a57f", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "not_null_stg_twilio__incoming__fc56f6c8f02bd5cc2b166962f905a57f", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "not_null_stg_twilio__incoming__fc56f6c8f02bd5cc2b166962f905a57f"}, "created_at": 1721062053.6430998, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}{{ config(alias=\"not_null_stg_twilio__incoming__fc56f6c8f02bd5cc2b166962f905a57f\") }}", "language": "sql", "refs": [{"name": "stg_twilio__incoming_phone_number", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.twilio_source.stg_twilio__incoming_phone_number"]}, "compiled_path": "target/compiled/twilio_source/models/stg_twilio.yml/not_null_stg_twilio__incoming__fc56f6c8f02bd5cc2b166962f905a57f.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect incoming_phone_number_id\nfrom `dbt-package-testing`.`zz_dbt_renee_twilio_source`.`stg_twilio__incoming_phone_number`\nwhere incoming_phone_number_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "incoming_phone_number_id", "file_key_name": "models.stg_twilio__incoming_phone_number", "attached_node": "model.twilio_source.stg_twilio__incoming_phone_number"}, "test.twilio_source.not_null_stg_twilio__message_message_id.bc1b8551d4": {"test_metadata": {"name": "not_null", "kwargs": {"column_name": "message_id", "model": "{{ get_where_subquery(ref('stg_twilio__message')) }}"}, "namespace": null}, "database": "dbt-package-testing", "schema": "zz_dbt_renee_dbt_test__audit", "name": "not_null_stg_twilio__message_message_id", "resource_type": "test", "package_name": "twilio_source", "path": "not_null_stg_twilio__message_message_id.sql", "original_file_path": "models/stg_twilio.yml", "unique_id": "test.twilio_source.not_null_stg_twilio__message_message_id.bc1b8551d4", "fqn": ["twilio_source", "not_null_stg_twilio__message_message_id"], "alias": "not_null_stg_twilio__message_message_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {}, "created_at": 1721062053.6437771, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "stg_twilio__message", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.twilio_source.stg_twilio__message"]}, "compiled_path": "target/compiled/twilio_source/models/stg_twilio.yml/not_null_stg_twilio__message_message_id.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect message_id\nfrom `dbt-package-testing`.`zz_dbt_renee_twilio_source`.`stg_twilio__message`\nwhere message_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "message_id", "file_key_name": "models.stg_twilio__message", "attached_node": "model.twilio_source.stg_twilio__message"}, "test.twilio_source.not_null_stg_twilio__message_account_id.4e63c023d2": {"test_metadata": {"name": "not_null", "kwargs": {"column_name": "account_id", "model": "{{ get_where_subquery(ref('stg_twilio__message')) }}"}, "namespace": null}, "database": "dbt-package-testing", "schema": "zz_dbt_renee_dbt_test__audit", "name": "not_null_stg_twilio__message_account_id", "resource_type": "test", "package_name": "twilio_source", "path": "not_null_stg_twilio__message_account_id.sql", "original_file_path": "models/stg_twilio.yml", "unique_id": "test.twilio_source.not_null_stg_twilio__message_account_id.4e63c023d2", "fqn": ["twilio_source", "not_null_stg_twilio__message_account_id"], "alias": "not_null_stg_twilio__message_account_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {}, "created_at": 1721062053.64468, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "stg_twilio__message", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.twilio_source.stg_twilio__message"]}, "compiled_path": "target/compiled/twilio_source/models/stg_twilio.yml/not_null_stg_twilio__message_account_id.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect account_id\nfrom `dbt-package-testing`.`zz_dbt_renee_twilio_source`.`stg_twilio__message`\nwhere account_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "account_id", "file_key_name": "models.stg_twilio__message", "attached_node": "model.twilio_source.stg_twilio__message"}, "test.twilio_source.dbt_utils_unique_combination_of_columns_stg_twilio__message_account_id__message_id__messaging_service_id.2696e90a8e": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["account_id", "message_id", "messaging_service_id"], "model": "{{ get_where_subquery(ref('stg_twilio__message')) }}"}, "namespace": "dbt_utils"}, "database": "dbt-package-testing", "schema": "zz_dbt_renee_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_stg_twilio__message_account_id__message_id__messaging_service_id", "resource_type": "test", "package_name": "twilio_source", "path": "dbt_utils_unique_combination_o_98d005c640abb227b386b9d9fd2f05cd.sql", "original_file_path": "models/stg_twilio.yml", "unique_id": "test.twilio_source.dbt_utils_unique_combination_of_columns_stg_twilio__message_account_id__message_id__messaging_service_id.2696e90a8e", "fqn": ["twilio_source", "dbt_utils_unique_combination_of_columns_stg_twilio__message_account_id__message_id__messaging_service_id"], "alias": "dbt_utils_unique_combination_o_98d005c640abb227b386b9d9fd2f05cd", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_98d005c640abb227b386b9d9fd2f05cd", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_98d005c640abb227b386b9d9fd2f05cd"}, "created_at": 1721062053.645733, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_98d005c640abb227b386b9d9fd2f05cd\") }}", "language": "sql", "refs": [{"name": "stg_twilio__message", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.twilio_source.stg_twilio__message"]}, "compiled_path": "target/compiled/twilio_source/models/stg_twilio.yml/dbt_utils_unique_combination_o_98d005c640abb227b386b9d9fd2f05cd.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n    select\n        account_id, message_id, messaging_service_id\n    from `dbt-package-testing`.`zz_dbt_renee_twilio_source`.`stg_twilio__message`\n    group by account_id, message_id, messaging_service_id\n    having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.stg_twilio__message", "attached_node": "model.twilio_source.stg_twilio__message"}, "test.twilio_source.not_null_stg_twilio__messaging_service_messaging_service_id.c7032fe946": {"test_metadata": {"name": "not_null", "kwargs": {"column_name": "messaging_service_id", "model": "{{ get_where_subquery(ref('stg_twilio__messaging_service')) }}"}, "namespace": null}, "database": "dbt-package-testing", "schema": "zz_dbt_renee_dbt_test__audit", "name": "not_null_stg_twilio__messaging_service_messaging_service_id", "resource_type": "test", "package_name": "twilio_source", "path": "not_null_stg_twilio__messaging_service_messaging_service_id.sql", "original_file_path": "models/stg_twilio.yml", "unique_id": "test.twilio_source.not_null_stg_twilio__messaging_service_messaging_service_id.c7032fe946", "fqn": ["twilio_source", "not_null_stg_twilio__messaging_service_messaging_service_id"], "alias": "not_null_stg_twilio__messaging_service_messaging_service_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {}, "created_at": 1721062053.647819, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "stg_twilio__messaging_service", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.twilio_source.stg_twilio__messaging_service"]}, "compiled_path": "target/compiled/twilio_source/models/stg_twilio.yml/not_null_stg_twilio__messaging_service_messaging_service_id.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect messaging_service_id\nfrom `dbt-package-testing`.`zz_dbt_renee_twilio_source`.`stg_twilio__messaging_service`\nwhere messaging_service_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "messaging_service_id", "file_key_name": "models.stg_twilio__messaging_service", "attached_node": "model.twilio_source.stg_twilio__messaging_service"}, "test.twilio_source.not_null_stg_twilio__messaging_service_account_id.f46a18a677": {"test_metadata": {"name": "not_null", "kwargs": {"column_name": "account_id", "model": "{{ get_where_subquery(ref('stg_twilio__messaging_service')) }}"}, "namespace": null}, "database": "dbt-package-testing", "schema": "zz_dbt_renee_dbt_test__audit", "name": "not_null_stg_twilio__messaging_service_account_id", "resource_type": "test", "package_name": "twilio_source", "path": "not_null_stg_twilio__messaging_service_account_id.sql", "original_file_path": "models/stg_twilio.yml", "unique_id": "test.twilio_source.not_null_stg_twilio__messaging_service_account_id.f46a18a677", "fqn": ["twilio_source", "not_null_stg_twilio__messaging_service_account_id"], "alias": "not_null_stg_twilio__messaging_service_account_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {}, "created_at": 1721062053.648536, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "stg_twilio__messaging_service", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.twilio_source.stg_twilio__messaging_service"]}, "compiled_path": "target/compiled/twilio_source/models/stg_twilio.yml/not_null_stg_twilio__messaging_service_account_id.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect account_id\nfrom `dbt-package-testing`.`zz_dbt_renee_twilio_source`.`stg_twilio__messaging_service`\nwhere account_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "account_id", "file_key_name": "models.stg_twilio__messaging_service", "attached_node": "model.twilio_source.stg_twilio__messaging_service"}, "test.twilio_source.dbt_utils_unique_combination_of_columns_stg_twilio__messaging_service_account_id__messaging_service_id.2de8528f3d": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["account_id", "messaging_service_id"], "model": "{{ get_where_subquery(ref('stg_twilio__messaging_service')) }}"}, "namespace": "dbt_utils"}, "database": "dbt-package-testing", "schema": "zz_dbt_renee_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_stg_twilio__messaging_service_account_id__messaging_service_id", "resource_type": "test", "package_name": "twilio_source", "path": "dbt_utils_unique_combination_o_e183630e369bf343f601ed95ba07d608.sql", "original_file_path": "models/stg_twilio.yml", "unique_id": "test.twilio_source.dbt_utils_unique_combination_of_columns_stg_twilio__messaging_service_account_id__messaging_service_id.2de8528f3d", "fqn": ["twilio_source", "dbt_utils_unique_combination_of_columns_stg_twilio__messaging_service_account_id__messaging_service_id"], "alias": "dbt_utils_unique_combination_o_e183630e369bf343f601ed95ba07d608", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_e183630e369bf343f601ed95ba07d608", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_e183630e369bf343f601ed95ba07d608"}, "created_at": 1721062053.6492631, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_e183630e369bf343f601ed95ba07d608\") }}", "language": "sql", "refs": [{"name": "stg_twilio__messaging_service", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.twilio_source.stg_twilio__messaging_service"]}, "compiled_path": "target/compiled/twilio_source/models/stg_twilio.yml/dbt_utils_unique_combination_o_e183630e369bf343f601ed95ba07d608.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n    select\n        account_id, messaging_service_id\n    from `dbt-package-testing`.`zz_dbt_renee_twilio_source`.`stg_twilio__messaging_service`\n    group by account_id, messaging_service_id\n    having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.stg_twilio__messaging_service", "attached_node": "model.twilio_source.stg_twilio__messaging_service"}, "test.twilio_source.unique_stg_twilio__outgoing_caller_id_outgoing_caller_id.0e55c1c2ea": {"test_metadata": {"name": "unique", "kwargs": {"column_name": "outgoing_caller_id", "model": "{{ get_where_subquery(ref('stg_twilio__outgoing_caller_id')) }}"}, "namespace": null}, "database": "dbt-package-testing", "schema": "zz_dbt_renee_dbt_test__audit", "name": "unique_stg_twilio__outgoing_caller_id_outgoing_caller_id", "resource_type": "test", "package_name": "twilio_source", "path": "unique_stg_twilio__outgoing_caller_id_outgoing_caller_id.sql", "original_file_path": "models/stg_twilio.yml", "unique_id": "test.twilio_source.unique_stg_twilio__outgoing_caller_id_outgoing_caller_id.0e55c1c2ea", "fqn": ["twilio_source", "unique_stg_twilio__outgoing_caller_id_outgoing_caller_id"], "alias": "unique_stg_twilio__outgoing_caller_id_outgoing_caller_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {}, "created_at": 1721062053.651055, "relation_name": null, "raw_code": "{{ test_unique(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "stg_twilio__outgoing_caller_id", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_unique", "macro.dbt.get_where_subquery"], "nodes": ["model.twilio_source.stg_twilio__outgoing_caller_id"]}, "compiled_path": "target/compiled/twilio_source/models/stg_twilio.yml/unique_stg_twilio__outgoing_caller_id_outgoing_caller_id.sql", "compiled": true, "compiled_code": "\n    \n    \n\nwith dbt_test__target as (\n\n  select outgoing_caller_id as unique_field\n  from `dbt-package-testing`.`zz_dbt_renee_twilio_source`.`stg_twilio__outgoing_caller_id`\n  where outgoing_caller_id is not null\n\n)\n\nselect\n    unique_field,\n    count(*) as n_records\n\nfrom dbt_test__target\ngroup by unique_field\nhaving count(*) > 1\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "outgoing_caller_id", "file_key_name": "models.stg_twilio__outgoing_caller_id", "attached_node": "model.twilio_source.stg_twilio__outgoing_caller_id"}, "test.twilio_source.not_null_stg_twilio__outgoing_caller_id_outgoing_caller_id.de6e667878": {"test_metadata": {"name": "not_null", "kwargs": {"column_name": "outgoing_caller_id", "model": "{{ get_where_subquery(ref('stg_twilio__outgoing_caller_id')) }}"}, "namespace": null}, "database": "dbt-package-testing", "schema": "zz_dbt_renee_dbt_test__audit", "name": "not_null_stg_twilio__outgoing_caller_id_outgoing_caller_id", "resource_type": "test", "package_name": "twilio_source", "path": "not_null_stg_twilio__outgoing_caller_id_outgoing_caller_id.sql", "original_file_path": "models/stg_twilio.yml", "unique_id": "test.twilio_source.not_null_stg_twilio__outgoing_caller_id_outgoing_caller_id.de6e667878", "fqn": ["twilio_source", "not_null_stg_twilio__outgoing_caller_id_outgoing_caller_id"], "alias": "not_null_stg_twilio__outgoing_caller_id_outgoing_caller_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {}, "created_at": 1721062053.6517692, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "stg_twilio__outgoing_caller_id", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.twilio_source.stg_twilio__outgoing_caller_id"]}, "compiled_path": "target/compiled/twilio_source/models/stg_twilio.yml/not_null_stg_twilio__outgoing_caller_id_outgoing_caller_id.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect outgoing_caller_id\nfrom `dbt-package-testing`.`zz_dbt_renee_twilio_source`.`stg_twilio__outgoing_caller_id`\nwhere outgoing_caller_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "outgoing_caller_id", "file_key_name": "models.stg_twilio__outgoing_caller_id", "attached_node": "model.twilio_source.stg_twilio__outgoing_caller_id"}, "test.twilio_source.not_null_stg_twilio__usage_record_account_id.8b387072fd": {"test_metadata": {"name": "not_null", "kwargs": {"column_name": "account_id", "model": "{{ get_where_subquery(ref('stg_twilio__usage_record')) }}"}, "namespace": null}, "database": "dbt-package-testing", "schema": "zz_dbt_renee_dbt_test__audit", "name": "not_null_stg_twilio__usage_record_account_id", "resource_type": "test", "package_name": "twilio_source", "path": "not_null_stg_twilio__usage_record_account_id.sql", "original_file_path": "models/stg_twilio.yml", "unique_id": "test.twilio_source.not_null_stg_twilio__usage_record_account_id.8b387072fd", "fqn": ["twilio_source", "not_null_stg_twilio__usage_record_account_id"], "alias": "not_null_stg_twilio__usage_record_account_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {}, "created_at": 1721062053.652462, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "stg_twilio__usage_record", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.twilio_source.stg_twilio__usage_record"]}, "compiled_path": "target/compiled/twilio_source/models/stg_twilio.yml/not_null_stg_twilio__usage_record_account_id.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect account_id\nfrom `dbt-package-testing`.`zz_dbt_renee_twilio_source`.`stg_twilio__usage_record`\nwhere account_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "account_id", "file_key_name": "models.stg_twilio__usage_record", "attached_node": "model.twilio_source.stg_twilio__usage_record"}, "test.twilio_source.not_null_stg_twilio__usage_record_category.e6d57544df": {"test_metadata": {"name": "not_null", "kwargs": {"column_name": "category", "model": "{{ get_where_subquery(ref('stg_twilio__usage_record')) }}"}, "namespace": null}, "database": "dbt-package-testing", "schema": "zz_dbt_renee_dbt_test__audit", "name": "not_null_stg_twilio__usage_record_category", "resource_type": "test", "package_name": "twilio_source", "path": "not_null_stg_twilio__usage_record_category.sql", "original_file_path": "models/stg_twilio.yml", "unique_id": "test.twilio_source.not_null_stg_twilio__usage_record_category.e6d57544df", "fqn": ["twilio_source", "not_null_stg_twilio__usage_record_category"], "alias": "not_null_stg_twilio__usage_record_category", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {}, "created_at": 1721062053.653176, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "stg_twilio__usage_record", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.twilio_source.stg_twilio__usage_record"]}, "compiled_path": "target/compiled/twilio_source/models/stg_twilio.yml/not_null_stg_twilio__usage_record_category.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect category\nfrom `dbt-package-testing`.`zz_dbt_renee_twilio_source`.`stg_twilio__usage_record`\nwhere category is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "category", "file_key_name": "models.stg_twilio__usage_record", "attached_node": "model.twilio_source.stg_twilio__usage_record"}, "test.twilio_source.not_null_stg_twilio__usage_record_end_date.0f8fc2406e": {"test_metadata": {"name": "not_null", "kwargs": {"column_name": "end_date", "model": "{{ get_where_subquery(ref('stg_twilio__usage_record')) }}"}, "namespace": null}, "database": "dbt-package-testing", "schema": "zz_dbt_renee_dbt_test__audit", "name": "not_null_stg_twilio__usage_record_end_date", "resource_type": "test", "package_name": "twilio_source", "path": "not_null_stg_twilio__usage_record_end_date.sql", "original_file_path": "models/stg_twilio.yml", "unique_id": "test.twilio_source.not_null_stg_twilio__usage_record_end_date.0f8fc2406e", "fqn": ["twilio_source", "not_null_stg_twilio__usage_record_end_date"], "alias": "not_null_stg_twilio__usage_record_end_date", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {}, "created_at": 1721062053.654072, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "stg_twilio__usage_record", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.twilio_source.stg_twilio__usage_record"]}, "compiled_path": "target/compiled/twilio_source/models/stg_twilio.yml/not_null_stg_twilio__usage_record_end_date.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect end_date\nfrom `dbt-package-testing`.`zz_dbt_renee_twilio_source`.`stg_twilio__usage_record`\nwhere end_date is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "end_date", "file_key_name": "models.stg_twilio__usage_record", "attached_node": "model.twilio_source.stg_twilio__usage_record"}, "test.twilio_source.not_null_stg_twilio__usage_record_start_date.a73353be1b": {"test_metadata": {"name": "not_null", "kwargs": {"column_name": "start_date", "model": "{{ get_where_subquery(ref('stg_twilio__usage_record')) }}"}, "namespace": null}, "database": "dbt-package-testing", "schema": "zz_dbt_renee_dbt_test__audit", "name": "not_null_stg_twilio__usage_record_start_date", "resource_type": "test", "package_name": "twilio_source", "path": "not_null_stg_twilio__usage_record_start_date.sql", "original_file_path": "models/stg_twilio.yml", "unique_id": "test.twilio_source.not_null_stg_twilio__usage_record_start_date.a73353be1b", "fqn": ["twilio_source", "not_null_stg_twilio__usage_record_start_date"], "alias": "not_null_stg_twilio__usage_record_start_date", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {}, "created_at": 1721062053.654778, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "stg_twilio__usage_record", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.twilio_source.stg_twilio__usage_record"]}, "compiled_path": "target/compiled/twilio_source/models/stg_twilio.yml/not_null_stg_twilio__usage_record_start_date.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect start_date\nfrom `dbt-package-testing`.`zz_dbt_renee_twilio_source`.`stg_twilio__usage_record`\nwhere start_date is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "start_date", "file_key_name": "models.stg_twilio__usage_record", "attached_node": "model.twilio_source.stg_twilio__usage_record"}, "test.twilio_source.dbt_utils_unique_combination_of_columns_stg_twilio__usage_record_category__start_date__end_date__account_id.3782e14f70": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["category", "start_date", "end_date", "account_id"], "model": "{{ get_where_subquery(ref('stg_twilio__usage_record')) }}"}, "namespace": "dbt_utils"}, "database": "dbt-package-testing", "schema": "zz_dbt_renee_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_stg_twilio__usage_record_category__start_date__end_date__account_id", "resource_type": "test", "package_name": "twilio_source", "path": "dbt_utils_unique_combination_o_b48e57643bedf9174df92486c5bf548d.sql", "original_file_path": "models/stg_twilio.yml", "unique_id": "test.twilio_source.dbt_utils_unique_combination_of_columns_stg_twilio__usage_record_category__start_date__end_date__account_id.3782e14f70", "fqn": ["twilio_source", "dbt_utils_unique_combination_of_columns_stg_twilio__usage_record_category__start_date__end_date__account_id"], "alias": "dbt_utils_unique_combination_o_b48e57643bedf9174df92486c5bf548d", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_b48e57643bedf9174df92486c5bf548d", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_b48e57643bedf9174df92486c5bf548d"}, "created_at": 1721062053.655488, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_b48e57643bedf9174df92486c5bf548d\") }}", "language": "sql", "refs": [{"name": "stg_twilio__usage_record", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.twilio_source.stg_twilio__usage_record"]}, "compiled_path": "target/compiled/twilio_source/models/stg_twilio.yml/dbt_utils_unique_combination_o_b48e57643bedf9174df92486c5bf548d.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n    select\n        category, start_date, end_date, account_id\n    from `dbt-package-testing`.`zz_dbt_renee_twilio_source`.`stg_twilio__usage_record`\n    group by category, start_date, end_date, account_id\n    having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.stg_twilio__usage_record", "attached_node": "model.twilio_source.stg_twilio__usage_record"}, "test.twilio.unique_twilio__number_overview_phone_number.3edf30e4ae": {"test_metadata": {"name": "unique", "kwargs": {"column_name": "phone_number", "model": "{{ get_where_subquery(ref('twilio__number_overview')) }}"}, "namespace": null}, "database": "dbt-package-testing", "schema": "zz_dbt_renee_dbt_test__audit", "name": "unique_twilio__number_overview_phone_number", "resource_type": "test", "package_name": "twilio", "path": "unique_twilio__number_overview_phone_number.sql", "original_file_path": "models/twilio.yml", "unique_id": "test.twilio.unique_twilio__number_overview_phone_number.3edf30e4ae", "fqn": ["twilio", "unique_twilio__number_overview_phone_number"], "alias": "unique_twilio__number_overview_phone_number", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {}, "created_at": 1721062053.699327, "relation_name": null, "raw_code": "{{ test_unique(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "twilio__number_overview", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_unique", "macro.dbt.get_where_subquery"], "nodes": ["model.twilio.twilio__number_overview"]}, "compiled_path": "target/compiled/twilio/models/twilio.yml/unique_twilio__number_overview_phone_number.sql", "compiled": true, "compiled_code": "\n    \n    \n\nwith dbt_test__target as (\n\n  select phone_number as unique_field\n  from `dbt-package-testing`.`zz_dbt_renee_twilio`.`twilio__number_overview`\n  where phone_number is not null\n\n)\n\nselect\n    unique_field,\n    count(*) as n_records\n\nfrom dbt_test__target\ngroup by unique_field\nhaving count(*) > 1\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "phone_number", "file_key_name": "models.twilio__number_overview", "attached_node": "model.twilio.twilio__number_overview"}, "test.twilio.not_null_twilio__number_overview_phone_number.baa4731adf": {"test_metadata": {"name": "not_null", "kwargs": {"column_name": "phone_number", "model": "{{ get_where_subquery(ref('twilio__number_overview')) }}"}, "namespace": null}, "database": "dbt-package-testing", "schema": "zz_dbt_renee_dbt_test__audit", "name": "not_null_twilio__number_overview_phone_number", "resource_type": "test", "package_name": "twilio", "path": "not_null_twilio__number_overview_phone_number.sql", "original_file_path": "models/twilio.yml", "unique_id": "test.twilio.not_null_twilio__number_overview_phone_number.baa4731adf", "fqn": ["twilio", "not_null_twilio__number_overview_phone_number"], "alias": "not_null_twilio__number_overview_phone_number", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {}, "created_at": 1721062053.700284, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "twilio__number_overview", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.twilio.twilio__number_overview"]}, "compiled_path": "target/compiled/twilio/models/twilio.yml/not_null_twilio__number_overview_phone_number.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect phone_number\nfrom `dbt-package-testing`.`zz_dbt_renee_twilio`.`twilio__number_overview`\nwhere phone_number is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "phone_number", "file_key_name": "models.twilio__number_overview", "attached_node": "model.twilio.twilio__number_overview"}, "test.twilio.unique_twilio__message_enhanced_message_id.715528efa4": {"test_metadata": {"name": "unique", "kwargs": {"column_name": "message_id", "model": "{{ get_where_subquery(ref('twilio__message_enhanced')) }}"}, "namespace": null}, "database": "dbt-package-testing", "schema": "zz_dbt_renee_dbt_test__audit", "name": "unique_twilio__message_enhanced_message_id", "resource_type": "test", "package_name": "twilio", "path": "unique_twilio__message_enhanced_message_id.sql", "original_file_path": "models/twilio.yml", "unique_id": "test.twilio.unique_twilio__message_enhanced_message_id.715528efa4", "fqn": ["twilio", "unique_twilio__message_enhanced_message_id"], "alias": "unique_twilio__message_enhanced_message_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {}, "created_at": 1721062053.7013361, "relation_name": null, "raw_code": "{{ test_unique(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "twilio__message_enhanced", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_unique", "macro.dbt.get_where_subquery"], "nodes": ["model.twilio.twilio__message_enhanced"]}, "compiled_path": "target/compiled/twilio/models/twilio.yml/unique_twilio__message_enhanced_message_id.sql", "compiled": true, "compiled_code": "\n    \n    \n\nwith dbt_test__target as (\n\n  select message_id as unique_field\n  from `dbt-package-testing`.`zz_dbt_renee_twilio`.`twilio__message_enhanced`\n  where message_id is not null\n\n)\n\nselect\n    unique_field,\n    count(*) as n_records\n\nfrom dbt_test__target\ngroup by unique_field\nhaving count(*) > 1\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "message_id", "file_key_name": "models.twilio__message_enhanced", "attached_node": "model.twilio.twilio__message_enhanced"}, "test.twilio.not_null_twilio__message_enhanced_message_id.970ba0a457": {"test_metadata": {"name": "not_null", "kwargs": {"column_name": "message_id", "model": "{{ get_where_subquery(ref('twilio__message_enhanced')) }}"}, "namespace": null}, "database": "dbt-package-testing", "schema": "zz_dbt_renee_dbt_test__audit", "name": "not_null_twilio__message_enhanced_message_id", "resource_type": "test", "package_name": "twilio", "path": "not_null_twilio__message_enhanced_message_id.sql", "original_file_path": "models/twilio.yml", "unique_id": "test.twilio.not_null_twilio__message_enhanced_message_id.970ba0a457", "fqn": ["twilio", "not_null_twilio__message_enhanced_message_id"], "alias": "not_null_twilio__message_enhanced_message_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {}, "created_at": 1721062053.7021089, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "twilio__message_enhanced", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.twilio.twilio__message_enhanced"]}, "compiled_path": "target/compiled/twilio/models/twilio.yml/not_null_twilio__message_enhanced_message_id.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect message_id\nfrom `dbt-package-testing`.`zz_dbt_renee_twilio`.`twilio__message_enhanced`\nwhere message_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "message_id", "file_key_name": "models.twilio__message_enhanced", "attached_node": "model.twilio.twilio__message_enhanced"}, "test.twilio.not_null_twilio__account_overview_account_id.8981fee2f5": {"test_metadata": {"name": "not_null", "kwargs": {"column_name": "account_id", "model": "{{ get_where_subquery(ref('twilio__account_overview')) }}"}, "namespace": null}, "database": "dbt-package-testing", "schema": "zz_dbt_renee_dbt_test__audit", "name": "not_null_twilio__account_overview_account_id", "resource_type": "test", "package_name": "twilio", "path": "not_null_twilio__account_overview_account_id.sql", "original_file_path": "models/twilio.yml", "unique_id": "test.twilio.not_null_twilio__account_overview_account_id.8981fee2f5", "fqn": ["twilio", "not_null_twilio__account_overview_account_id"], "alias": "not_null_twilio__account_overview_account_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {}, "created_at": 1721062053.70285, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "twilio__account_overview", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.twilio.twilio__account_overview"]}, "compiled_path": "target/compiled/twilio/models/twilio.yml/not_null_twilio__account_overview_account_id.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect account_id\nfrom `dbt-package-testing`.`zz_dbt_renee_twilio`.`twilio__account_overview`\nwhere account_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "account_id", "file_key_name": "models.twilio__account_overview", "attached_node": "model.twilio.twilio__account_overview"}, "test.twilio.not_null_twilio__account_overview_date_day.fe10c23e08": {"test_metadata": {"name": "not_null", "kwargs": {"column_name": "date_day", "model": "{{ get_where_subquery(ref('twilio__account_overview')) }}"}, "namespace": null}, "database": "dbt-package-testing", "schema": "zz_dbt_renee_dbt_test__audit", "name": "not_null_twilio__account_overview_date_day", "resource_type": "test", "package_name": "twilio", "path": "not_null_twilio__account_overview_date_day.sql", "original_file_path": "models/twilio.yml", "unique_id": "test.twilio.not_null_twilio__account_overview_date_day.fe10c23e08", "fqn": ["twilio", "not_null_twilio__account_overview_date_day"], "alias": "not_null_twilio__account_overview_date_day", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {}, "created_at": 1721062053.703614, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "twilio__account_overview", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.twilio.twilio__account_overview"]}, "compiled_path": "target/compiled/twilio/models/twilio.yml/not_null_twilio__account_overview_date_day.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect date_day\nfrom `dbt-package-testing`.`zz_dbt_renee_twilio`.`twilio__account_overview`\nwhere date_day is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "date_day", "file_key_name": "models.twilio__account_overview", "attached_node": "model.twilio.twilio__account_overview"}, "test.twilio.dbt_utils_unique_combination_of_columns_twilio__account_overview_account_id__date_day.f43ddc7113": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["account_id", "date_day"], "model": "{{ get_where_subquery(ref('twilio__account_overview')) }}"}, "namespace": "dbt_utils"}, "database": "dbt-package-testing", "schema": "zz_dbt_renee_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_twilio__account_overview_account_id__date_day", "resource_type": "test", "package_name": "twilio", "path": "dbt_utils_unique_combination_o_0787d5a553e28ecc7b1bbf0785b3f00c.sql", "original_file_path": "models/twilio.yml", "unique_id": "test.twilio.dbt_utils_unique_combination_of_columns_twilio__account_overview_account_id__date_day.f43ddc7113", "fqn": ["twilio", "dbt_utils_unique_combination_of_columns_twilio__account_overview_account_id__date_day"], "alias": "dbt_utils_unique_combination_o_0787d5a553e28ecc7b1bbf0785b3f00c", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_0787d5a553e28ecc7b1bbf0785b3f00c", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_0787d5a553e28ecc7b1bbf0785b3f00c"}, "created_at": 1721062053.7043798, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_0787d5a553e28ecc7b1bbf0785b3f00c\") }}", "language": "sql", "refs": [{"name": "twilio__account_overview", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.twilio.twilio__account_overview"]}, "compiled_path": "target/compiled/twilio/models/twilio.yml/dbt_utils_unique_combination_o_0787d5a553e28ecc7b1bbf0785b3f00c.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n    select\n        account_id, date_day\n    from `dbt-package-testing`.`zz_dbt_renee_twilio`.`twilio__account_overview`\n    group by account_id, date_day\n    having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.twilio__account_overview", "attached_node": "model.twilio.twilio__account_overview"}}, "sources": {"source.twilio_source.twilio.account_history": {"database": "dbt-package-testing", "schema": "twilio_new", "name": "account_history", "resource_type": "source", "package_name": "twilio_source", "path": "models/src_twilio.yml", "original_file_path": "models/src_twilio.yml", "unique_id": "source.twilio_source.twilio.account_history", "fqn": ["twilio_source", "twilio", "account_history"], "source_name": "twilio", "source_description": "", "loader": "Fivetran", "identifier": "account_history", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "freshness": {"warn_after": {"count": null, "period": null}, "error_after": {"count": null, "period": null}, "filter": null}, "external": null, "description": "Each record represents a information about each of your accounts.", "columns": {"_fivetran_synced": {"name": "_fivetran_synced", "description": "Timestamp of when fivetran synced a record.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "created_at": {"name": "created_at", "description": "The date and time when the account history record was created.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "friendly_name": {"name": "friendly_name", "description": "A user-friendly name or label associated with the account history event.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "id": {"name": "id", "description": "The unique identifier for the account history record.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "owner_account_id": {"name": "owner_account_id", "description": "The unique id that represents the parent of this account. The OwnerAccountSid of a parent account is it's own sid.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "status": {"name": "status", "description": "The status or state of the account history event.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "type": {"name": "type", "description": "The type or category of the account history event.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "updated_at": {"name": "updated_at", "description": "The date and time when the account history record was last updated.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {}, "relation_name": "`dbt-package-testing`.`twilio_new`.`account_history`", "created_at": 1721062053.7071528}, "source.twilio_source.twilio.address": {"database": "dbt-package-testing", "schema": "twilio_new", "name": "address", "resource_type": "source", "package_name": "twilio_source", "path": "models/src_twilio.yml", "original_file_path": "models/src_twilio.yml", "unique_id": "source.twilio_source.twilio.address", "fqn": ["twilio_source", "twilio", "address"], "source_name": "twilio", "source_description": "", "loader": "Fivetran", "identifier": "address", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "freshness": {"warn_after": {"count": null, "period": null}, "error_after": {"count": null, "period": null}, "filter": null}, "external": null, "description": "Each record represents an Address instance that represents your or your customer\u2019s physical location within a country", "columns": {"_fivetran_synced": {"name": "_fivetran_synced", "description": "Timestamp of when fivetran synced a record.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_id": {"name": "account_id", "description": "The unique identifier of the account associated with the address.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "city": {"name": "city", "description": "The city or locality of the address.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "created_at": {"name": "created_at", "description": "The timestamp indicating when the address record was created.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "customer_name": {"name": "customer_name", "description": "The name of the customer or contact associated with the address.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "emergency_enabled": {"name": "emergency_enabled", "description": "A boolean value indicating whether emergency services are enabled for the address.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "friendly_name": {"name": "friendly_name", "description": "A user-friendly name or label associated with the address.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "id": {"name": "id", "description": "The unique identifier for the address record.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "iso_country": {"name": "iso_country", "description": "The ISO country code of the address.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "postal_code": {"name": "postal_code", "description": "The postal code or ZIP code of the address.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "region": {"name": "region", "description": "The region or state of the address.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "street": {"name": "street", "description": "The street address.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "updated_at": {"name": "updated_at", "description": "The timestamp indicating when the address record was last updated.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "validated": {"name": "validated", "description": "A boolean value indicating whether the address has been validated.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "verified": {"name": "verified", "description": "A boolean value indicating whether the address has been verified.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {}, "relation_name": "`dbt-package-testing`.`twilio_new`.`address`", "created_at": 1721062053.7072582}, "source.twilio_source.twilio.call": {"database": "dbt-package-testing", "schema": "twilio_new", "name": "call", "resource_type": "source", "package_name": "twilio_source", "path": "models/src_twilio.yml", "original_file_path": "models/src_twilio.yml", "unique_id": "source.twilio_source.twilio.call", "fqn": ["twilio_source", "twilio", "call"], "source_name": "twilio", "source_description": "", "loader": "Fivetran", "identifier": "call", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "freshness": {"warn_after": {"count": 72, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "Each record represents a phone call that occurred or is scheduled to occur.", "columns": {"_fivetran_synced": {"name": "_fivetran_synced", "description": "Timestamp of when fivetran synced a record.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_id": {"name": "account_id", "description": "The unique identifier for the Account responsible for this Call.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "annotation": {"name": "annotation", "description": "A user-defined string that provides additional information about the Call.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "answered_by": {"name": "answered_by", "description": "The identity of the recipient that answered the Call.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "caller_name": {"name": "caller_name", "description": "The caller's name, if available.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "created_at": {"name": "created_at", "description": "The date and time when the Call was created, given as GMT in RFC 2822 format.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "direction": {"name": "direction", "description": "The direction of the Call - `inbound` for incoming calls, `outbound-api` for calls initiated via the REST API, and `outbound-dial` for calls initiated by a TwiML `<Dial` verb.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "duration": {"name": "duration", "description": "The duration of the Call in seconds.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "end_time": {"name": "end_time", "description": "The date and time when the Call ended, given as GMT in RFC 2822 format.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "forwarded_from": {"name": "forwarded_from", "description": "The phone number that initiated the Call, if applicable.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "from": {"name": "from", "description": "The phone number or client identifier that made the Call.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "from_formatted": {"name": "from_formatted", "description": "The formatted version of the `from` phone number or client identifier.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "group_id": {"name": "group_id", "description": "The unique identifier for the grouping of related Calls.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "id": {"name": "id", "description": "The unique identifier for the Call resource.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "outgoing_caller_id": {"name": "outgoing_caller_id", "description": "The unique identifier for the Outgoing Caller ID resource associated with the Call.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "parent_call_id": {"name": "parent_call_id", "description": "The unique identifier for the Call that created this Call as a result of executing TwiML.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "price": {"name": "price", "description": "The cost of the Call in the specified `price_unit`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "price_unit": {"name": "price_unit", "description": "The currency unit in which the `price` is measured.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "queue_time": {"name": "queue_time", "description": "The time spent in the queue before the Call is placed, in milliseconds.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "start_time": {"name": "start_time", "description": "The date and time when the Call started, given as GMT in RFC 2822 format.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "status": {"name": "status", "description": "The current status of the Call - `queued`, `ringing`, `in-progress`, `completed`, `busy`, `failed`, `no-answer`, or `canceled`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "to": {"name": "to", "description": "The phone number or client identifier that received the Call.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "to_formatted": {"name": "to_formatted", "description": "The formatted version of the `to` phone number or client identifier.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "trunk_id": {"name": "trunk_id", "description": "The unique identifier for the Trunk resource associated with the Call.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "updated_at": {"name": "updated_at", "description": "The date and time when the Call record was last updated, given as GMT in RFC 2822 format.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {"enabled": true}, "relation_name": "`dbt-package-testing`.`twilio_new`.`call`", "created_at": 1721062053.7073479}, "source.twilio_source.twilio.incoming_phone_number": {"database": "dbt-package-testing", "schema": "twilio_new", "name": "incoming_phone_number", "resource_type": "source", "package_name": "twilio_source", "path": "models/src_twilio.yml", "original_file_path": "models/src_twilio.yml", "unique_id": "source.twilio_source.twilio.incoming_phone_number", "fqn": ["twilio_source", "twilio", "incoming_phone_number"], "source_name": "twilio", "source_description": "", "loader": "Fivetran", "identifier": "incoming_phone_number", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "freshness": {"warn_after": {"count": null, "period": null}, "error_after": {"count": null, "period": null}, "filter": null}, "external": null, "description": "Each record represents a Twilio phone number provisioned from Twilio, ported or hosted to Twilio", "columns": {"_fivetran_synced": {"name": "_fivetran_synced", "description": "Timestamp of when fivetran synced a record.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_id": {"name": "account_id", "description": "The unique identifier of the Account that owns this phone number resource.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "address_id": {"name": "address_id", "description": "The unique identifier of the Address resource responsible for the phone number.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "address_requirements": {"name": "address_requirements", "description": "The specific requirements for the Address on this phone number.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "beta": {"name": "beta", "description": "Whether this phone number is a beta number.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "capabilities_mms": {"name": "capabilities_mms", "description": "Indicates whether this phone number is capable of sending and receiving MMS messages.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "capabilities_sms": {"name": "capabilities_sms", "description": "Indicates whether this phone number is capable of sending and receiving SMS messages.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "capabilities_voice": {"name": "capabilities_voice", "description": "Indicates whether this phone number is capable of making and receiving voice calls.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "created_at": {"name": "created_at", "description": "The date and time this phone number resource was created.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "emergency_address_id": {"name": "emergency_address_id", "description": "The unique identifier of the Address resource to be used in case of an emergency.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "emergency_status": {"name": "emergency_status", "description": "The emergency status of the phone number.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "friendly_name": {"name": "friendly_name", "description": "A human-readable name associated with the phone number.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "id": {"name": "id", "description": "The unique identifier for this phone number resource.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "origin": {"name": "origin", "description": "The origination type of the phone number.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "phone_number": {"name": "phone_number", "description": "The phone number in E.164 format.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "trunk_id": {"name": "trunk_id", "description": "The unique identifier of the Trunk resource responsible for the phone number.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "updated_at": {"name": "updated_at", "description": "The date and time this phone number resource was last updated.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "voice_caller_id_lookup": {"name": "voice_caller_id_lookup", "description": "Indicates whether the phone number performs a lookup of the caller ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "voice_url": {"name": "voice_url", "description": "The URL Twilio will request when receiving a voice call to this phone number.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {}, "relation_name": "`dbt-package-testing`.`twilio_new`.`incoming_phone_number`", "created_at": 1721062053.7074182}, "source.twilio_source.twilio.message": {"database": "dbt-package-testing", "schema": "twilio_new", "name": "message", "resource_type": "source", "package_name": "twilio_source", "path": "models/src_twilio.yml", "original_file_path": "models/src_twilio.yml", "unique_id": "source.twilio_source.twilio.message", "fqn": ["twilio_source", "twilio", "message"], "source_name": "twilio", "source_description": "", "loader": "Fivetran", "identifier": "message", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "freshness": {"warn_after": {"count": 72, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "Each record represents an individual outbound or inbound message.", "columns": {"_fivetran_synced": {"name": "_fivetran_synced", "description": "Timestamp of when fivetran synced a record.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_id": {"name": "account_id", "description": "The unique identifier of the Account that sent or received the message.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "body": {"name": "body", "description": "The text of the message.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "created_at": {"name": "created_at", "description": "The timestamp indicating when the message was created.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_sent": {"name": "date_sent", "description": "The timestamp indicating when the message was sent.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "direction": {"name": "direction", "description": "The direction of the message.  Can be inbound for incoming messages, outbound-api for messages initiated by a REST API, outbound-call for messages initiated during a call, or outbound-reply for messages initiated in response to an incoming message.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "error_code": {"name": "error_code", "description": "The error code associated with the message, if applicable.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "error_message": {"name": "error_message", "description": "The description of the error_code if your message status is failed or undelivered. If the message was successful, this value is null.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "from": {"name": "from", "description": "The phone number or sender ID that sent the message.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "id": {"name": "id", "description": "The unique identifier for the message.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "messaging_service_sid": {"name": "messaging_service_sid", "description": "The unique identifier of the messaging service associated with the message.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "num_media": {"name": "num_media", "description": "The number of media (e.g., images, videos) included in the message.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "num_segments": {"name": "num_segments", "description": "The number of segments the message contains. A message body that is too large to be sent in a single SMS message is segmented and charged as multiple messages. Inbound messages over 160 characters are reassembled when the message is received. Note, when using a Messaging Service to send messages, num_segments will always be 0 in Twilio's response to your API request.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "price": {"name": "price", "description": "The cost of the message.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "price_unit": {"name": "price_unit", "description": "The currency unit for the message cost.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "status": {"name": "status", "description": "The status of the message. Can be accepted, scheduled, canceled, queued, sending, sent, failed, delivered, undelivered, receiving, received, or read (WhatsApp only).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "to": {"name": "to", "description": "The phone number or recipient ID that received the message.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "updated_at": {"name": "updated_at", "description": "The timestamp indicating when the message was last updated.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {}, "relation_name": "`dbt-package-testing`.`twilio_new`.`message`", "created_at": 1721062053.707485}, "source.twilio_source.twilio.messaging_service": {"database": "dbt-package-testing", "schema": "twilio_new", "name": "messaging_service", "resource_type": "source", "package_name": "twilio_source", "path": "models/src_twilio.yml", "original_file_path": "models/src_twilio.yml", "unique_id": "source.twilio_source.twilio.messaging_service", "fqn": ["twilio_source", "twilio", "messaging_service"], "source_name": "twilio", "source_description": "", "loader": "Fivetran", "identifier": "messaging_service", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "freshness": {"warn_after": {"count": null, "period": null}, "error_after": {"count": null, "period": null}, "filter": null}, "external": null, "description": "Each record represents information about each messaging service. You can think of messaging services as a higher-level \u201cbundling\u201d of messaging functionality around a common set of senders, features, and configuration", "columns": {"_fivetran_synced": {"name": "_fivetran_synced", "description": "Timestamp of when fivetran synced a record.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_id": {"name": "account_id", "description": "The unique identifier of the account that owns the messaging service.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "area_code_geomatch": {"name": "area_code_geomatch", "description": "Boolean of whether phone numbers used by this messaging service are required to be geo-matched to the message sender's area code.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "created_at": {"name": "created_at", "description": "The date and time when the messaging service was created.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "fallback_method": {"name": "fallback_method", "description": "The HTTP method Twilio will use to send requests to the fallback URL when an error occurs in the messaging service.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "fallback_to_long_code": {"name": "fallback_to_long_code", "description": "Specifies whether to fallback to long code phone numbers when short code phone numbers are not available or cannot be used.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "fallback_url": {"name": "fallback_url", "description": "The URL that Twilio will request  if an error occurs while retrieving or executing the TwiML from the Inbound Request URL.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "friendly_name": {"name": "friendly_name", "description": "A human-readable descriptive name for the messaging service.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "id": {"name": "id", "description": "The unique identifier of the messaging service.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "inbound_method": {"name": "inbound_method", "description": "The HTTP method Twilio will use to send requests to the inbound request URL of the messaging service.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "inbound_request_url": {"name": "inbound_request_url", "description": "The URL we call using inbound_method when a message is received by any phone number or short code in the Service. When this property is null, receiving inbound messages is disabled. All messages sent to the Twilio phone number or short code will not be logged and received on the Account. If the use_inbound_webhook_on_number field is enabled then the webhook url defined on the phone number will override the inbound_request_url defined for the Messaging Service.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "mms_converter": {"name": "mms_converter", "description": "Specifies the method to convert outbound MMS content.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "scan_message_content": {"name": "scan_message_content", "description": "Specifies whether to scan the content of outbound messages sent using the messaging service for harmful or unwanted content.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "smart_encoding": {"name": "smart_encoding", "description": "Specifies whether Twilio should attempt to optimize the message encoding for the messaging service.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "status_callback": {"name": "status_callback", "description": "The URL that Twilio will request to pass status updates of sent messages to the messaging service.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "sticky_sender": {"name": "sticky_sender", "description": "Specifies whether to assign a single sender phone number for all outbound messages sent from the messaging service.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "synchronous_validation": {"name": "synchronous_validation", "description": "Specifies whether to enable or disable synchronous validation of requests to the messaging service.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "updated_at": {"name": "updated_at", "description": "The date and time when the messaging service was last updated.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "us_app_to_person_registered": {"name": "us_app_to_person_registered", "description": "Specifies whether to enable or disable routing inbound messages to the messaging service using US App-to-Person (A2P) routing.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "use_inbound_webhook_on_number": {"name": "use_inbound_webhook_on_number", "description": "Specifies whether to use inbound webhooks for handling incoming messages to the messaging service.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "usecase": {"name": "usecase", "description": "Specifies the intended use case of the messaging service.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "validity_period": {"name": "validity_period", "description": "How long, in seconds, messages sent from the Service are valid. Can be an integer from 1 to 14,400.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {"enabled": true}, "relation_name": "`dbt-package-testing`.`twilio_new`.`messaging_service`", "created_at": 1721062053.707563}, "source.twilio_source.twilio.outgoing_caller_id": {"database": "dbt-package-testing", "schema": "twilio_new", "name": "outgoing_caller_id", "resource_type": "source", "package_name": "twilio_source", "path": "models/src_twilio.yml", "original_file_path": "models/src_twilio.yml", "unique_id": "source.twilio_source.twilio.outgoing_caller_id", "fqn": ["twilio_source", "twilio", "outgoing_caller_id"], "source_name": "twilio", "source_description": "", "loader": "Fivetran", "identifier": "outgoing_caller_id", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "freshness": {"warn_after": {"count": null, "period": null}, "error_after": {"count": null, "period": null}, "filter": null}, "external": null, "description": "Each record represents information on a single verified number that may be used as a caller ID when making outgoing calls via the REST API and within the TwiML <Dial verb.", "columns": {"_fivetran_synced": {"name": "_fivetran_synced", "description": "Timestamp of when fivetran synced a record.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "created_at": {"name": "created_at", "description": "The date that this resource was created, given in RFC 2822 format.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "friendly_name": {"name": "friendly_name", "description": "A human readable descriptive text for this resource, up to 64 characters long. By default, the FriendlyName is a nicely formatted version of the phone number.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "id": {"name": "id", "description": "The unique string that identifies this resource.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "phone_number": {"name": "phone_number", "description": "The incoming phone number. Formatted with a '+' and country code e.g., +16175551212 (E.164 format).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "updated_at": {"name": "updated_at", "description": "The date that this resource was last updated, given in RFC 2822 format.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {}, "relation_name": "`dbt-package-testing`.`twilio_new`.`outgoing_caller_id`", "created_at": 1721062053.707617}, "source.twilio_source.twilio.usage_record": {"database": "dbt-package-testing", "schema": "twilio_new", "name": "usage_record", "resource_type": "source", "package_name": "twilio_source", "path": "models/src_twilio.yml", "original_file_path": "models/src_twilio.yml", "unique_id": "source.twilio_source.twilio.usage_record", "fqn": ["twilio_source", "twilio", "usage_record"], "source_name": "twilio", "source_description": "", "loader": "Fivetran", "identifier": "usage_record", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "freshness": {"warn_after": {"count": 72, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "Each record provides details about resource consumption in Twilio.", "columns": {"_fivetran_synced": {"name": "_fivetran_synced", "description": "Timestamp of when fivetran synced a record.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_id": {"name": "account_id", "description": "The unique identifier of the account associated with the usage record.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "as_of": {"name": "as_of", "description": "Usage records up to date as of this timestamp, formatted as YYYY-MM-DDTHH:MM:SS+00:00. All timestamps are in GMT", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "category": {"name": "category", "description": "The category of usage.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "count": {"name": "count", "description": "The number of usage events, such as the number of calls.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "count_unit": {"name": "count_unit", "description": "The units in which count is measured, such as calls for calls or messages for SMS.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "description": {"name": "description", "description": "A brief description or summary of the usage record.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "end_date": {"name": "end_date", "description": "The end date of the usage period for the record.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "price": {"name": "price", "description": "The cost or price associated with the resource usage.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "price_unit": {"name": "price_unit", "description": "The currency unit for the price.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "start_date": {"name": "start_date", "description": "The first date for which usage is included in this UsageRecord. The date is specified in GMT and formatted as YYYY-MM-DD.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "usage": {"name": "usage", "description": "The amount used to bill usage and measured in units described in usage_unit.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "usage_unit": {"name": "usage_unit", "description": "The units in which usage is measured, such as minutes for calls or messages for SMS.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {}, "relation_name": "`dbt-package-testing`.`twilio_new`.`usage_record`", "created_at": 1721062053.707677}}, "macros": {"macro.dbt_bigquery.date_sharded_table": {"name": "date_sharded_table", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/etc.sql", "original_file_path": "macros/etc.sql", "unique_id": "macro.dbt_bigquery.date_sharded_table", "macro_sql": "{% macro date_sharded_table(base_name) %}\n    {{ return(base_name ~ \"[DBT__PARTITION_DATE]\") }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721062052.746764, "supported_languages": null}, "macro.dbt_bigquery.grant_access_to": {"name": "grant_access_to", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/etc.sql", "original_file_path": "macros/etc.sql", "unique_id": "macro.dbt_bigquery.grant_access_to", "macro_sql": "{% macro grant_access_to(entity, entity_type, role, grant_target_dict) -%}\n  {% do adapter.grant_access_to(entity, entity_type, role, grant_target_dict) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721062052.7469451, "supported_languages": null}, "macro.dbt_bigquery.get_partitions_metadata": {"name": "get_partitions_metadata", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/etc.sql", "original_file_path": "macros/etc.sql", "unique_id": "macro.dbt_bigquery.get_partitions_metadata", "macro_sql": "\n\n{%- macro get_partitions_metadata(table) -%}\n  {%- if execute -%}\n    {%- set res = adapter.get_partitions_metadata(table) -%}\n    {{- return(res) -}}\n  {%- endif -%}\n  {{- return(None) -}}\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721062052.7471411, "supported_languages": null}, "macro.dbt_bigquery.bigquery__create_table_as": {"name": "bigquery__create_table_as", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_bigquery.bigquery__create_table_as", "macro_sql": "{% macro bigquery__create_table_as(temporary, relation, compiled_code, language='sql') -%}\n  {%- if language == 'sql' -%}\n    {%- set raw_partition_by = config.get('partition_by', none) -%}\n    {%- set raw_cluster_by = config.get('cluster_by', none) -%}\n    {%- set sql_header = config.get('sql_header', none) -%}\n\n    {%- set partition_config = adapter.parse_partition_by(raw_partition_by) -%}\n    {%- if partition_config.time_ingestion_partitioning -%}\n    {%- set columns = get_columns_with_types_in_query_sql(sql) -%}\n    {%- set table_dest_columns_csv = columns_without_partition_fields_csv(partition_config, columns) -%}\n    {%- set columns = '(' ~ table_dest_columns_csv ~ ')' -%}\n    {%- endif -%}\n\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(compiled_code) }}\n        {{ get_table_columns_and_constraints() }}\n        {%- set compiled_code = get_select_subquery(compiled_code) %}\n      {% else %}\n        {#-- cannot do contracts at the same time as time ingestion partitioning -#}\n        {{ columns }}\n      {% endif %}\n    {{ partition_by(partition_config) }}\n    {{ cluster_by(raw_cluster_by) }}\n\n    {{ bigquery_table_options(config, model, temporary) }}\n\n    {#-- PARTITION BY cannot be used with the AS query_statement clause.\n         https://cloud.google.com/bigquery/docs/reference/standard-sql/data-definition-language#partition_expression\n    -#}\n    {%- if not partition_config.time_ingestion_partitioning %}\n    as (\n      {{ compiled_code }}\n    );\n    {%- endif %}\n  {%- elif language == 'python' -%}\n    {#--\n    N.B. Python models _can_ write to temp views HOWEVER they use a different session\n    and have already expired by the time they need to be used (I.E. in merges for incremental models)\n\n    TODO: Deep dive into spark sessions to see if we can reuse a single session for an entire\n    dbt invocation.\n     --#}\n\n    {#-- when a user wants to change the schema of an existing relation, they must intentionally drop the table in the dataset --#}\n    {%- set old_relation = adapter.get_relation(database=relation.database, schema=relation.schema, identifier=relation.identifier) -%}\n    {%- if (old_relation.is_table and (should_full_refresh())) -%}\n      {% do adapter.drop_relation(relation) %}\n    {%- endif -%}\n    {{ py_write_table(compiled_code=compiled_code, target_relation=relation.quote(database=False, schema=False, identifier=False)) }}\n  {%- else -%}\n    {% do exceptions.raise_compiler_error(\"bigquery__create_table_as macro didn't get supported language, it got %s\" % language) %}\n  {%- endif -%}\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_bigquery.get_columns_with_types_in_query_sql", "macro.dbt_bigquery.columns_without_partition_fields_csv", "macro.dbt.get_assert_columns_equivalent", "macro.dbt.get_table_columns_and_constraints", "macro.dbt.get_select_subquery", "macro.dbt_bigquery.partition_by", "macro.dbt_bigquery.cluster_by", "macro.dbt_bigquery.bigquery_table_options", "macro.dbt.should_full_refresh", "macro.dbt_bigquery.py_write_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721062052.750282, "supported_languages": null}, "macro.dbt_bigquery.bigquery__create_view_as": {"name": "bigquery__create_view_as", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_bigquery.bigquery__create_view_as", "macro_sql": "{% macro bigquery__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\n  create or replace view {{ relation }}\n  {{ bigquery_view_options(config, model) }}\n  {%- set contract_config = config.get('contract') -%}\n  {%- if contract_config.enforced -%}\n    {{ get_assert_columns_equivalent(sql) }}\n  {%- endif %}\n  as {{ sql }};\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery_view_options", "macro.dbt.get_assert_columns_equivalent"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721062052.750613, "supported_languages": null}, "macro.dbt_bigquery.bigquery__drop_schema": {"name": "bigquery__drop_schema", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_bigquery.bigquery__drop_schema", "macro_sql": "{% macro bigquery__drop_schema(relation) -%}\n  {{ adapter.drop_schema(relation) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721062052.7507079, "supported_languages": null}, "macro.dbt_bigquery.bigquery__get_columns_in_relation": {"name": "bigquery__get_columns_in_relation", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_bigquery.bigquery__get_columns_in_relation", "macro_sql": "{% macro bigquery__get_columns_in_relation(relation) -%}\n  {{ return(adapter.get_columns_in_relation(relation)) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721062052.7508101, "supported_languages": null}, "macro.dbt_bigquery.bigquery__list_relations_without_caching": {"name": "bigquery__list_relations_without_caching", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_bigquery.bigquery__list_relations_without_caching", "macro_sql": "{% macro bigquery__list_relations_without_caching(schema_relation) -%}\n  {{ return(adapter.list_relations_without_caching(schema_relation)) }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721062052.750905, "supported_languages": null}, "macro.dbt_bigquery.bigquery__list_schemas": {"name": "bigquery__list_schemas", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_bigquery.bigquery__list_schemas", "macro_sql": "{% macro bigquery__list_schemas(database) -%}\n  {{ return(adapter.list_schemas(database)) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721062052.750999, "supported_languages": null}, "macro.dbt_bigquery.bigquery__check_schema_exists": {"name": "bigquery__check_schema_exists", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_bigquery.bigquery__check_schema_exists", "macro_sql": "{% macro bigquery__check_schema_exists(information_schema, schema) %}\n  {{ return(adapter.check_schema_exists(information_schema.database, schema)) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721062052.751115, "supported_languages": null}, "macro.dbt_bigquery.bigquery__persist_docs": {"name": "bigquery__persist_docs", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_bigquery.bigquery__persist_docs", "macro_sql": "{% macro bigquery__persist_docs(relation, model, for_relation, for_columns) -%}\n  {% if for_columns and config.persist_column_docs() and model.columns %}\n    {% do alter_column_comment(relation, model.columns) %}\n  {% endif %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.alter_column_comment"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721062052.751294, "supported_languages": null}, "macro.dbt_bigquery.bigquery__alter_column_comment": {"name": "bigquery__alter_column_comment", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_bigquery.bigquery__alter_column_comment", "macro_sql": "{% macro bigquery__alter_column_comment(relation, column_dict) -%}\n  {% do adapter.update_columns(relation, column_dict) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721062052.751393, "supported_languages": null}, "macro.dbt_bigquery.bigquery__alter_relation_add_columns": {"name": "bigquery__alter_relation_add_columns", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_bigquery.bigquery__alter_relation_add_columns", "macro_sql": "{% macro bigquery__alter_relation_add_columns(relation, add_columns) %}\n\n  {% set sql -%}\n\n     alter {{ relation.type }} {{ relation }}\n        {% for column in add_columns %}\n          add column {{ column.name }} {{ column.data_type }}{{ ',' if not loop.last }}\n        {% endfor %}\n\n  {%- endset -%}\n\n  {{ return(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": 1721062052.751677, "supported_languages": null}, "macro.dbt_bigquery.bigquery__alter_relation_drop_columns": {"name": "bigquery__alter_relation_drop_columns", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_bigquery.bigquery__alter_relation_drop_columns", "macro_sql": "{% macro bigquery__alter_relation_drop_columns(relation, drop_columns) %}\n\n  {% set sql -%}\n\n     alter {{ relation.type }} {{ relation }}\n\n        {% for column in drop_columns %}\n          drop column {{ column.name }}{{ ',' if not loop.last }}\n        {% endfor %}\n\n  {%- endset -%}\n\n  {{ return(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": 1721062052.751924, "supported_languages": null}, "macro.dbt_bigquery.bigquery__alter_column_type": {"name": "bigquery__alter_column_type", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_bigquery.bigquery__alter_column_type", "macro_sql": "{% macro bigquery__alter_column_type(relation, column_name, new_column_type) -%}\n  {#-- Changing a column's data type using a query requires you to scan the entire table.\n    The query charges can be significant if the table is very large.\n\n    https://cloud.google.com/bigquery/docs/manually-changing-schemas#changing_a_columns_data_type\n  #}\n  {% set relation_columns = get_columns_in_relation(relation) %}\n\n  {% set sql %}\n    select\n      {%- for col in relation_columns -%}\n        {% if col.column == column_name %}\n          CAST({{ col.quoted }} AS {{ new_column_type }}) AS {{ col.quoted }}\n        {%- else %}\n          {{ col.quoted }}\n        {%- endif %}\n        {%- if not loop.last %},{% endif -%}\n      {%- endfor %}\n    from {{ relation }}\n  {% endset %}\n\n  {% call statement('alter_column_type') %}\n    {{ create_table_as(False, relation, sql)}}\n  {%- endcall %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_columns_in_relation", "macro.dbt.statement", "macro.dbt.create_table_as"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721062052.752365, "supported_languages": null}, "macro.dbt_bigquery.bigquery__test_unique": {"name": "bigquery__test_unique", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_bigquery.bigquery__test_unique", "macro_sql": "{% macro bigquery__test_unique(model, column_name) %}\n\nwith dbt_test__target as (\n\n  select {{ column_name }} as unique_field\n  from {{ model }}\n  where {{ column_name }} is not null\n\n)\n\nselect\n    unique_field,\n    count(*) as n_records\n\nfrom dbt_test__target\ngroup by unique_field\nhaving count(*) > 1\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721062052.7526379, "supported_languages": null}, "macro.dbt_bigquery.bigquery__upload_file": {"name": "bigquery__upload_file", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_bigquery.bigquery__upload_file", "macro_sql": "{% macro bigquery__upload_file(local_file_path, database, table_schema, table_name) %}\n\n  {{ log(\"kwargs: \" ~ kwargs) }}\n\n  {% do adapter.upload_file(local_file_path, database, table_schema, table_name, kwargs=kwargs) %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721062052.752866, "supported_languages": null}, "macro.dbt_bigquery.bigquery__create_csv_table": {"name": "bigquery__create_csv_table", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/seed.sql", "original_file_path": "macros/materializations/seed.sql", "unique_id": "macro.dbt_bigquery.bigquery__create_csv_table", "macro_sql": "{% macro bigquery__create_csv_table(model, agate_table) %}\n    -- no-op\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721062052.75315, "supported_languages": null}, "macro.dbt_bigquery.bigquery__reset_csv_table": {"name": "bigquery__reset_csv_table", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/seed.sql", "original_file_path": "macros/materializations/seed.sql", "unique_id": "macro.dbt_bigquery.bigquery__reset_csv_table", "macro_sql": "{% macro bigquery__reset_csv_table(model, full_refresh, old_relation, agate_table) %}\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": 1721062052.753262, "supported_languages": null}, "macro.dbt_bigquery.bigquery__load_csv_rows": {"name": "bigquery__load_csv_rows", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/seed.sql", "original_file_path": "macros/materializations/seed.sql", "unique_id": "macro.dbt_bigquery.bigquery__load_csv_rows", "macro_sql": "{% macro bigquery__load_csv_rows(model, agate_table) %}\n\n  {%- set column_override = model['config'].get('column_types', {}) -%}\n  {{ adapter.load_dataframe(model['database'], model['schema'], model['alias'],\n  \t\t\t\t\t\t\tagate_table, column_override) }}\n\n  {% call statement() %}\n    alter table {{ this.render() }} set {{ bigquery_table_options(config, model) }}\n  {% endcall %}\n\n  {% if config.persist_relation_docs() and 'description' in model %}\n\n  \t{{ adapter.update_table_description(model['database'], model['schema'], model['alias'], model['description']) }}\n  {% endif %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt_bigquery.bigquery_table_options"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721062052.753759, "supported_languages": null}, "macro.dbt_bigquery.bigquery__handle_existing_table": {"name": "bigquery__handle_existing_table", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/view.sql", "original_file_path": "macros/materializations/view.sql", "unique_id": "macro.dbt_bigquery.bigquery__handle_existing_table", "macro_sql": "{% macro bigquery__handle_existing_table(full_refresh, old_relation) %}\n    {%- if full_refresh -%}\n      {{ adapter.drop_relation(old_relation) }}\n    {%- else -%}\n      {{ exceptions.relation_wrong_type(old_relation, 'view') }}\n    {%- endif -%}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721062052.7541928, "supported_languages": null}, "macro.dbt_bigquery.materialization_view_bigquery": {"name": "materialization_view_bigquery", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/view.sql", "original_file_path": "macros/materializations/view.sql", "unique_id": "macro.dbt_bigquery.materialization_view_bigquery", "macro_sql": "{% materialization view, adapter='bigquery' -%}\n    -- grab current tables grants config for comparision later on\n    {% set grant_config = config.get('grants') %}\n\n    {% set to_return = bigquery__create_or_replace_view() %}\n\n    {% set target_relation = this.incorporate(type='view') %}\n\n    {% do persist_docs(target_relation, model) %}\n\n    {% if config.get('grant_access_to') %}\n      {% for grant_target_dict in config.get('grant_access_to') %}\n        {% do adapter.grant_access_to(this, 'view', None, grant_target_dict) %}\n      {% endfor %}\n    {% endif %}\n\n    {% do return(to_return) %}\n\n{%- endmaterialization %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__create_or_replace_view", "macro.dbt.persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721062052.754747, "supported_languages": ["sql"]}, "macro.dbt_bigquery.materialization_table_bigquery": {"name": "materialization_table_bigquery", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/table.sql", "original_file_path": "macros/materializations/table.sql", "unique_id": "macro.dbt_bigquery.materialization_table_bigquery", "macro_sql": "{% materialization table, adapter='bigquery', supported_languages=['sql', 'python']-%}\n\n  {%- set language = model['language'] -%}\n  {%- set identifier = model['alias'] -%}\n  {%- set old_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) -%}\n  {%- set exists_not_as_table = (old_relation is not none and not old_relation.is_table) -%}\n  {%- set target_relation = api.Relation.create(database=database, schema=schema, identifier=identifier, type='table') -%}\n\n  -- grab current tables grants config for comparision later on\n  {%- set grant_config = config.get('grants') -%}\n\n  {{ run_hooks(pre_hooks) }}\n\n  {#\n      We only need to drop this thing if it is not a table.\n      If it _is_ already a table, then we can overwrite it without downtime\n      Unlike table -> view, no need for `--full-refresh`: dropping a view is no big deal\n  #}\n  {%- if exists_not_as_table -%}\n      {{ adapter.drop_relation(old_relation) }}\n  {%- endif -%}\n\n  -- build model\n  {%- set raw_partition_by = config.get('partition_by', none) -%}\n  {%- set partition_by = adapter.parse_partition_by(raw_partition_by) -%}\n  {%- set cluster_by = config.get('cluster_by', none) -%}\n  {% if not adapter.is_replaceable(old_relation, partition_by, cluster_by) %}\n    {% do log(\"Hard refreshing \" ~ old_relation ~ \" because it is not replaceable\") %}\n    {% do adapter.drop_relation(old_relation) %}\n  {% endif %}\n\n  -- build model\n  {%- call statement('main', language=language) -%}\n    {{ create_table_as(False, target_relation, compiled_code, language) }}\n  {%- endcall -%}\n\n  {{ run_hooks(post_hooks) }}\n\n  {% set should_revoke = should_revoke(old_relation, full_refresh_mode=True) %}\n  {% do apply_grants(target_relation, grant_config, should_revoke) %}\n\n  {% do persist_docs(target_relation, model) %}\n\n  {{ return({'relations': [target_relation]}) }}\n\n{% endmaterialization %}", "depends_on": {"macros": ["macro.dbt.run_hooks", "macro.dbt.statement", "macro.dbt.create_table_as", "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": 1721062052.757316, "supported_languages": ["sql", "python"]}, "macro.dbt_bigquery.py_write_table": {"name": "py_write_table", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/table.sql", "original_file_path": "macros/materializations/table.sql", "unique_id": "macro.dbt_bigquery.py_write_table", "macro_sql": "{% macro py_write_table(compiled_code, target_relation) %}\nfrom pyspark.sql import SparkSession\n{%- set raw_partition_by = config.get('partition_by', none) -%}\n{%- set raw_cluster_by = config.get('cluster_by', none) -%}\n{%- set partition_config = adapter.parse_partition_by(raw_partition_by) %}\n\nspark = SparkSession.builder.appName('smallTest').getOrCreate()\n\nspark.conf.set(\"viewsEnabled\",\"true\")\nspark.conf.set(\"temporaryGcsBucket\",\"{{target.gcs_bucket}}\")\n\n{{ compiled_code }}\ndbt = dbtObj(spark.read.format(\"bigquery\").load)\ndf = model(dbt, spark)\n\n# COMMAND ----------\n# this is materialization code dbt generated, please do not modify\n\nimport pyspark\n# make sure pandas exists before using it\ntry:\n  import pandas\n  pandas_available = True\nexcept ImportError:\n  pandas_available = False\n\n# make sure pyspark.pandas exists before using it\ntry:\n  import pyspark.pandas\n  pyspark_pandas_api_available = True\nexcept ImportError:\n  pyspark_pandas_api_available = False\n\n# make sure databricks.koalas exists before using it\ntry:\n  import databricks.koalas\n  koalas_available = True\nexcept ImportError:\n  koalas_available = False\n\n# preferentially convert pandas DataFrames to pandas-on-Spark or Koalas DataFrames first\n# since they know how to convert pandas DataFrames better than `spark.createDataFrame(df)`\n# and converting from pandas-on-Spark to Spark DataFrame has no overhead\nif pyspark_pandas_api_available and pandas_available and isinstance(df, pandas.core.frame.DataFrame):\n  df = pyspark.pandas.frame.DataFrame(df)\nelif koalas_available and pandas_available and isinstance(df, pandas.core.frame.DataFrame):\n  df = databricks.koalas.frame.DataFrame(df)\n\n# convert to pyspark.sql.dataframe.DataFrame\nif isinstance(df, pyspark.sql.dataframe.DataFrame):\n  pass  # since it is already a Spark DataFrame\nelif pyspark_pandas_api_available and isinstance(df, pyspark.pandas.frame.DataFrame):\n  df = df.to_spark()\nelif koalas_available and isinstance(df, databricks.koalas.frame.DataFrame):\n  df = df.to_spark()\nelif pandas_available and isinstance(df, pandas.core.frame.DataFrame):\n  df = spark.createDataFrame(df)\nelse:\n  msg = f\"{type(df)} is not a supported type for dbt Python materialization\"\n  raise Exception(msg)\n\ndf.write \\\n  .mode(\"overwrite\") \\\n  .format(\"bigquery\") \\\n  .option(\"writeMethod\", \"indirect\").option(\"writeDisposition\", 'WRITE_TRUNCATE') \\\n  {%- if partition_config is not none %}\n  {%- if partition_config.data_type | lower in ('date','timestamp','datetime') %}\n  .option(\"partitionField\", \"{{- partition_config.field -}}\") \\\n  {%- if partition_config.granularity is not none %}\n  .option(\"partitionType\", \"{{- partition_config.granularity| upper -}}\") \\\n  {%- endif %}\n  {%- endif %}\n  {%- endif %}\n  {%- if raw_cluster_by is not none %}\n  .option(\"clusteredFields\", \"{{- raw_cluster_by | join(',') -}}\") \\\n  {%- endif %}\n  .save(\"{{target_relation}}\")\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721062052.757958, "supported_languages": null}, "macro.dbt_bigquery.materialization_copy_bigquery": {"name": "materialization_copy_bigquery", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/copy.sql", "original_file_path": "macros/materializations/copy.sql", "unique_id": "macro.dbt_bigquery.materialization_copy_bigquery", "macro_sql": "{% materialization copy, adapter='bigquery' -%}\n\n  {# Setup #}\n  {{ run_hooks(pre_hooks) }}\n\n  {% set destination = this.incorporate(type='table') %}\n\n  {# there can be several ref() or source() according to BQ copy API docs #}\n  {# cycle over ref() and source() to create source tables array #}\n  {% set source_array = [] %}\n  {% for ref_table in model.refs %}\n    {{ source_array.append(ref(ref_table.get('package'), ref_table.name, version=ref_table.get('version'))) }}\n  {% endfor %}\n\n  {% for src_table in model.sources %}\n    {{ source_array.append(source(*src_table)) }}\n  {% endfor %}\n\n  {# Call adapter copy_table function #}\n  {%- set result_str = adapter.copy_table(\n      source_array,\n      destination,\n      config.get('copy_materialization', default = 'table')) -%}\n\n  {{ store_result('main', response=result_str) }}\n\n  {# Clean up #}\n  {{ run_hooks(post_hooks) }}\n  {%- do apply_grants(target_relation, grant_config) -%}\n  {{ adapter.commit() }}\n\n  {{ return({'relations': [destination]}) }}\n{%- endmaterialization %}", "depends_on": {"macros": ["macro.dbt.run_hooks", "macro.dbt.apply_grants"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721062052.7588859, "supported_languages": ["sql"]}, "macro.dbt_bigquery.dbt_bigquery_validate_get_incremental_strategy": {"name": "dbt_bigquery_validate_get_incremental_strategy", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental.sql", "original_file_path": "macros/materializations/incremental.sql", "unique_id": "macro.dbt_bigquery.dbt_bigquery_validate_get_incremental_strategy", "macro_sql": "{% macro dbt_bigquery_validate_get_incremental_strategy(config) %}\n  {#-- Find and validate the incremental strategy #}\n  {%- set strategy = config.get(\"incremental_strategy\") or 'merge' -%}\n\n  {% set invalid_strategy_msg -%}\n    Invalid incremental strategy provided: {{ strategy }}\n    Expected one of: 'merge', 'insert_overwrite'\n  {%- endset %}\n  {% if strategy not in ['merge', 'insert_overwrite'] %}\n    {% do exceptions.raise_compiler_error(invalid_strategy_msg) %}\n  {% endif %}\n\n  {% do return(strategy) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721062052.760344, "supported_languages": null}, "macro.dbt_bigquery.source_sql_with_partition": {"name": "source_sql_with_partition", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental.sql", "original_file_path": "macros/materializations/incremental.sql", "unique_id": "macro.dbt_bigquery.source_sql_with_partition", "macro_sql": "{% macro source_sql_with_partition(partition_by, source_sql) %}\n\n  {%- if partition_by.time_ingestion_partitioning %}\n    {{ return(wrap_with_time_ingestion_partitioning_sql(partition_by, source_sql, False))  }}\n  {% else %}\n    {{ return(source_sql)  }}\n  {%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.wrap_with_time_ingestion_partitioning_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721062052.760523, "supported_languages": null}, "macro.dbt_bigquery.bq_create_table_as": {"name": "bq_create_table_as", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental.sql", "original_file_path": "macros/materializations/incremental.sql", "unique_id": "macro.dbt_bigquery.bq_create_table_as", "macro_sql": "{% macro bq_create_table_as(partition_by, temporary, relation, compiled_code, language='sql') %}\n  {%- set _dbt_max_partition = declare_dbt_max_partition(this, partition_by, compiled_code, language) -%}\n  {% if partition_by.time_ingestion_partitioning and language == 'python' %}\n    {% do exceptions.raise_compiler_error(\n      \"Python models do not support ingestion time partitioning\"\n    ) %}\n  {% elif partition_by.time_ingestion_partitioning and language == 'sql' %}\n    {#-- Create the table before inserting data as ingestion time partitioned tables can't be created with the transformed data --#}\n    {% do run_query(create_table_as(temporary, relation, compiled_code)) %}\n    {{ return(_dbt_max_partition + bq_insert_into_ingestion_time_partitioned_table_sql(relation, compiled_code)) }}\n  {% else %}\n    {{ return(_dbt_max_partition + create_table_as(temporary, relation, compiled_code, language)) }}\n  {% endif %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.declare_dbt_max_partition", "macro.dbt.run_query", "macro.dbt.create_table_as", "macro.dbt_bigquery.bq_insert_into_ingestion_time_partitioned_table_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721062052.760997, "supported_languages": null}, "macro.dbt_bigquery.bq_generate_incremental_build_sql": {"name": "bq_generate_incremental_build_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental.sql", "original_file_path": "macros/materializations/incremental.sql", "unique_id": "macro.dbt_bigquery.bq_generate_incremental_build_sql", "macro_sql": "{% macro bq_generate_incremental_build_sql(\n    strategy, tmp_relation, target_relation, sql, unique_key, partition_by, partitions, dest_columns, tmp_relation_exists, copy_partitions, incremental_predicates\n) %}\n  {#-- if partitioned, use BQ scripting to get the range of partition values to be updated --#}\n  {% if strategy == 'insert_overwrite' %}\n\n    {% set build_sql = bq_generate_incremental_insert_overwrite_build_sql(\n        tmp_relation, target_relation, sql, unique_key, partition_by, partitions, dest_columns, tmp_relation_exists, copy_partitions\n    ) %}\n\n  {% else %} {# strategy == 'merge' #}\n\n    {% set build_sql = bq_generate_incremental_merge_build_sql(\n        tmp_relation, target_relation, sql, unique_key, partition_by, dest_columns, tmp_relation_exists, incremental_predicates\n    ) %}\n\n  {% endif %}\n\n  {{ return(build_sql) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bq_generate_incremental_insert_overwrite_build_sql", "macro.dbt_bigquery.bq_generate_incremental_merge_build_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721062052.76139, "supported_languages": null}, "macro.dbt_bigquery.materialization_incremental_bigquery": {"name": "materialization_incremental_bigquery", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental.sql", "original_file_path": "macros/materializations/incremental.sql", "unique_id": "macro.dbt_bigquery.materialization_incremental_bigquery", "macro_sql": "{% materialization incremental, adapter='bigquery', supported_languages=['sql', 'python'] -%}\n\n  {%- set unique_key = config.get('unique_key') -%}\n  {%- set full_refresh_mode = (should_full_refresh()) -%}\n  {%- set language = model['language'] %}\n\n  {%- set target_relation = this %}\n  {%- set existing_relation = load_relation(this) %}\n  {%- set tmp_relation = make_temp_relation(this) %}\n\n  {#-- Validate early so we don't run SQL if the strategy is invalid --#}\n  {% set strategy = dbt_bigquery_validate_get_incremental_strategy(config) -%}\n\n  {%- set raw_partition_by = config.get('partition_by', none) -%}\n  {%- set partition_by = adapter.parse_partition_by(raw_partition_by) -%}\n  {%- set partitions = config.get('partitions', none) -%}\n  {%- set cluster_by = config.get('cluster_by', none) -%}\n\n  {% set on_schema_change = incremental_validate_on_schema_change(config.get('on_schema_change'), default='ignore') %}\n  {% set incremental_predicates = config.get('predicates', default=none) or config.get('incremental_predicates', default=none) %}\n\n   -- grab current tables grants config for comparison later on\n  {% set grant_config = config.get('grants') %}\n\n  {{ run_hooks(pre_hooks) }}\n\n  {% if partition_by.copy_partitions is true and strategy != 'insert_overwrite' %} {#-- We can't copy partitions with merge strategy --#}\n        {% set wrong_strategy_msg -%}\n        The 'copy_partitions' option requires the 'incremental_strategy' option to be set to 'insert_overwrite'.\n        {%- endset %}\n        {% do exceptions.raise_compiler_error(wrong_strategy_msg) %}\n\n  {% elif existing_relation is none %}\n      {%- call statement('main', language=language) -%}\n        {{ bq_create_table_as(partition_by, False, target_relation, compiled_code, language) }}\n      {%- endcall -%}\n\n  {% elif existing_relation.is_view %}\n      {#-- There's no way to atomically replace a view with a table on BQ --#}\n      {{ adapter.drop_relation(existing_relation) }}\n      {%- call statement('main', language=language) -%}\n        {{ bq_create_table_as(partition_by, False, target_relation, compiled_code, language) }}\n      {%- endcall -%}\n\n  {% elif full_refresh_mode %}\n      {#-- If the partition/cluster config has changed, then we must drop and recreate --#}\n      {% if not adapter.is_replaceable(existing_relation, partition_by, cluster_by) %}\n          {% do log(\"Hard refreshing \" ~ existing_relation ~ \" because it is not replaceable\") %}\n          {{ adapter.drop_relation(existing_relation) }}\n      {% endif %}\n      {%- call statement('main', language=language) -%}\n        {{ bq_create_table_as(partition_by, False, target_relation, compiled_code, language) }}\n      {%- endcall -%}\n\n  {% else %}\n    {%- if language == 'python' and strategy == 'insert_overwrite' -%}\n      {#-- This lets us move forward assuming no python will be directly templated into a query --#}\n      {%- set python_unsupported_msg -%}\n        The 'insert_overwrite' strategy is not yet supported for python models.\n      {%- endset %}\n      {% do exceptions.raise_compiler_error(python_unsupported_msg) %}\n    {%- endif -%}\n\n    {% set tmp_relation_exists = false %}\n    {% if on_schema_change != 'ignore' or language == 'python' %}\n      {#-- Check first, since otherwise we may not build a temp table --#}\n      {#-- Python always needs to create a temp table --#}\n      {%- call statement('create_tmp_relation', language=language) -%}\n        {{ bq_create_table_as(partition_by, True, tmp_relation, compiled_code, language) }}\n      {%- endcall -%}\n      {% set tmp_relation_exists = true %}\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, tmp_relation, existing_relation) %}\n    {% endif %}\n\n    {% if not dest_columns %}\n      {% set dest_columns = adapter.get_columns_in_relation(existing_relation) %}\n    {% endif %}\n    {#--  Add time ingestion pseudo column to destination column as not part of the 'schema' but still need it for actual data insertion --#}\n    {% if partition_by.time_ingestion_partitioning %}\n      {% set dest_columns = adapter.add_time_ingestion_partition_column(partition_by, dest_columns) %}\n    {% endif %}\n\n    {% set build_sql = bq_generate_incremental_build_sql(\n        strategy, tmp_relation, target_relation, compiled_code, unique_key, partition_by, partitions, dest_columns, tmp_relation_exists, partition_by.copy_partitions, incremental_predicates\n    ) %}\n\n    {%- call statement('main') -%}\n      {{ build_sql }}\n    {% endcall %}\n\n    {%- if language == 'python' and tmp_relation -%}\n      {{ adapter.drop_relation(tmp_relation) }}\n    {%- endif -%}\n\n  {% endif %}\n\n  {{ run_hooks(post_hooks) }}\n\n  {% set target_relation = this.incorporate(type='table') %}\n\n  {% set should_revoke = should_revoke(existing_relation, full_refresh_mode) %}\n  {% do apply_grants(target_relation, grant_config, should_revoke) %}\n\n  {% do persist_docs(target_relation, model) %}\n\n  {{ return({'relations': [target_relation]}) }}\n\n{%- endmaterialization %}", "depends_on": {"macros": ["macro.dbt.should_full_refresh", "macro.dbt.load_relation", "macro.dbt.make_temp_relation", "macro.dbt_bigquery.dbt_bigquery_validate_get_incremental_strategy", "macro.dbt.incremental_validate_on_schema_change", "macro.dbt.run_hooks", "macro.dbt.statement", "macro.dbt_bigquery.bq_create_table_as", "macro.dbt.process_schema_changes", "macro.dbt_bigquery.bq_generate_incremental_build_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": 1721062052.7646458, "supported_languages": ["sql", "python"]}, "macro.dbt_bigquery.bigquery__snapshot_hash_arguments": {"name": "bigquery__snapshot_hash_arguments", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/snapshot.sql", "original_file_path": "macros/materializations/snapshot.sql", "unique_id": "macro.dbt_bigquery.bigquery__snapshot_hash_arguments", "macro_sql": "{% macro bigquery__snapshot_hash_arguments(args) -%}\n  to_hex(md5(concat({%- for arg in args -%}\n    coalesce(cast({{ arg }} as string), ''){% 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": 1721062052.765013, "supported_languages": null}, "macro.dbt_bigquery.bigquery__create_columns": {"name": "bigquery__create_columns", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/snapshot.sql", "original_file_path": "macros/materializations/snapshot.sql", "unique_id": "macro.dbt_bigquery.bigquery__create_columns", "macro_sql": "{% macro bigquery__create_columns(relation, columns) %}\n  {{ adapter.alter_table_add_columns(relation, columns) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721062052.765141, "supported_languages": null}, "macro.dbt_bigquery.bigquery__post_snapshot": {"name": "bigquery__post_snapshot", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/snapshot.sql", "original_file_path": "macros/materializations/snapshot.sql", "unique_id": "macro.dbt_bigquery.bigquery__post_snapshot", "macro_sql": "{% macro bigquery__post_snapshot(staging_relation) %}\n  -- Clean up the snapshot temp table\n  {% do drop_relation(staging_relation) %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.drop_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721062052.765246, "supported_languages": null}, "macro.dbt_bigquery.bigquery__can_clone_table": {"name": "bigquery__can_clone_table", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/clone.sql", "original_file_path": "macros/materializations/clone.sql", "unique_id": "macro.dbt_bigquery.bigquery__can_clone_table", "macro_sql": "{% macro bigquery__can_clone_table() %}\n    {{ return(True) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721062052.765399, "supported_languages": null}, "macro.dbt_bigquery.bigquery__create_or_replace_clone": {"name": "bigquery__create_or_replace_clone", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/clone.sql", "original_file_path": "macros/materializations/clone.sql", "unique_id": "macro.dbt_bigquery.bigquery__create_or_replace_clone", "macro_sql": "{% macro bigquery__create_or_replace_clone(this_relation, defer_relation) %}\n    create or replace\n      table {{ this_relation }}\n      clone {{ defer_relation }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721062052.7654998, "supported_languages": null}, "macro.dbt_bigquery.bq_generate_incremental_merge_build_sql": {"name": "bq_generate_incremental_merge_build_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental_strategy/merge.sql", "original_file_path": "macros/materializations/incremental_strategy/merge.sql", "unique_id": "macro.dbt_bigquery.bq_generate_incremental_merge_build_sql", "macro_sql": "{% macro bq_generate_incremental_merge_build_sql(\n    tmp_relation, target_relation, sql, unique_key, partition_by, dest_columns, tmp_relation_exists, incremental_predicates\n) %}\n    {%- set source_sql -%}\n        {%- if tmp_relation_exists -%}\n        (\n        select\n        {% if partition_by.time_ingestion_partitioning -%}\n        {{ partition_by.insertable_time_partitioning_field() }},\n        {%- endif -%}\n        * from {{ tmp_relation }}\n        )\n        {%- else -%} {#-- wrap sql in parens to make it a subquery --#}\n        (\n            {%- if partition_by.time_ingestion_partitioning -%}\n            {{ wrap_with_time_ingestion_partitioning_sql(partition_by, sql, True) }}\n            {%- else -%}\n            {{sql}}\n            {%- endif %}\n        )\n        {%- endif -%}\n    {%- endset -%}\n\n    {% set build_sql = get_merge_sql(target_relation, source_sql, unique_key, dest_columns, incremental_predicates) %}\n\n    {{ return(build_sql) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.wrap_with_time_ingestion_partitioning_sql", "macro.dbt.get_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721062052.7661529, "supported_languages": null}, "macro.dbt_bigquery.declare_dbt_max_partition": {"name": "declare_dbt_max_partition", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental_strategy/common.sql", "original_file_path": "macros/materializations/incremental_strategy/common.sql", "unique_id": "macro.dbt_bigquery.declare_dbt_max_partition", "macro_sql": "{% macro declare_dbt_max_partition(relation, partition_by, compiled_code, language='sql') %}\n\n  {#-- TODO: revisit partitioning with python models --#}\n  {%- if '_dbt_max_partition' in compiled_code and language == 'sql' -%}\n\n    declare _dbt_max_partition {{ partition_by.data_type_for_partition() }} default (\n      select max({{ partition_by.field }}) from {{ this }}\n      where {{ partition_by.field }} is not null\n    );\n\n  {%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721062052.7664871, "supported_languages": null}, "macro.dbt_bigquery.bq_generate_incremental_insert_overwrite_build_sql": {"name": "bq_generate_incremental_insert_overwrite_build_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental_strategy/insert_overwrite.sql", "original_file_path": "macros/materializations/incremental_strategy/insert_overwrite.sql", "unique_id": "macro.dbt_bigquery.bq_generate_incremental_insert_overwrite_build_sql", "macro_sql": "{% macro bq_generate_incremental_insert_overwrite_build_sql(\n    tmp_relation, target_relation, sql, unique_key, partition_by, partitions, dest_columns, tmp_relation_exists, copy_partitions\n) %}\n    {% if partition_by is none %}\n      {% set missing_partition_msg -%}\n      The 'insert_overwrite' strategy requires the `partition_by` config.\n      {%- endset %}\n      {% do exceptions.raise_compiler_error(missing_partition_msg) %}\n    {% endif %}\n\n    {% set build_sql = bq_insert_overwrite_sql(\n        tmp_relation, target_relation, sql, unique_key, partition_by, partitions, dest_columns, tmp_relation_exists, copy_partitions\n    ) %}\n\n    {{ return(build_sql) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bq_insert_overwrite_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721062052.768536, "supported_languages": null}, "macro.dbt_bigquery.bq_copy_partitions": {"name": "bq_copy_partitions", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental_strategy/insert_overwrite.sql", "original_file_path": "macros/materializations/incremental_strategy/insert_overwrite.sql", "unique_id": "macro.dbt_bigquery.bq_copy_partitions", "macro_sql": "{% macro bq_copy_partitions(tmp_relation, target_relation, partitions, partition_by) %}\n\n  {% for partition in partitions %}\n    {% if partition_by.data_type == 'int64' %}\n      {% set partition = partition | as_text %}\n    {% elif partition_by.granularity == 'hour' %}\n      {% set partition = partition.strftime(\"%Y%m%d%H\") %}\n    {% elif partition_by.granularity == 'day' %}\n      {% set partition = partition.strftime(\"%Y%m%d\") %}\n    {% elif partition_by.granularity == 'month' %}\n      {% set partition = partition.strftime(\"%Y%m\") %}\n    {% elif partition_by.granularity == 'year' %}\n      {% set partition = partition.strftime(\"%Y\") %}\n    {% endif %}\n    {% set tmp_relation_partitioned = api.Relation.create(database=tmp_relation.database, schema=tmp_relation.schema, identifier=tmp_relation.table ~ '$' ~ partition, type=tmp_relation.type) %}\n    {% set target_relation_partitioned = api.Relation.create(database=target_relation.database, schema=target_relation.schema, identifier=target_relation.table ~ '$' ~ partition, type=target_relation.type) %}\n    {% do adapter.copy_table(tmp_relation_partitioned, target_relation_partitioned, \"table\") %}\n  {% endfor %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721062052.769378, "supported_languages": null}, "macro.dbt_bigquery.bq_insert_overwrite_sql": {"name": "bq_insert_overwrite_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental_strategy/insert_overwrite.sql", "original_file_path": "macros/materializations/incremental_strategy/insert_overwrite.sql", "unique_id": "macro.dbt_bigquery.bq_insert_overwrite_sql", "macro_sql": "{% macro bq_insert_overwrite_sql(\n    tmp_relation, target_relation, sql, unique_key, partition_by, partitions, dest_columns, tmp_relation_exists, copy_partitions\n) %}\n  {% if partitions is not none and partitions != [] %} {# static #}\n      {{ bq_static_insert_overwrite_sql(tmp_relation, target_relation, sql, partition_by, partitions, dest_columns, tmp_relation_exists, copy_partitions) }}\n  {% else %} {# dynamic #}\n      {{ bq_dynamic_insert_overwrite_sql(tmp_relation, target_relation, sql, unique_key, partition_by, dest_columns, tmp_relation_exists, copy_partitions) }}\n  {% endif %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bq_static_insert_overwrite_sql", "macro.dbt_bigquery.bq_dynamic_insert_overwrite_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721062052.769741, "supported_languages": null}, "macro.dbt_bigquery.bq_static_insert_overwrite_sql": {"name": "bq_static_insert_overwrite_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental_strategy/insert_overwrite.sql", "original_file_path": "macros/materializations/incremental_strategy/insert_overwrite.sql", "unique_id": "macro.dbt_bigquery.bq_static_insert_overwrite_sql", "macro_sql": "{% macro bq_static_insert_overwrite_sql(\n    tmp_relation, target_relation, sql, partition_by, partitions, dest_columns, tmp_relation_exists, copy_partitions\n) %}\n\n      {% set predicate -%}\n          {{ partition_by.render_wrapped(alias='DBT_INTERNAL_DEST') }} in (\n              {{ partitions | join (', ') }}\n          )\n      {%- endset %}\n\n      {%- set source_sql -%}\n        (\n          {% if partition_by.time_ingestion_partitioning and tmp_relation_exists -%}\n          select\n            {{ partition_by.insertable_time_partitioning_field() }},\n            * from {{ tmp_relation }}\n          {% elif tmp_relation_exists -%}\n            select\n            * from {{ tmp_relation }}\n          {%- elif partition_by.time_ingestion_partitioning -%}\n            {{ wrap_with_time_ingestion_partitioning_sql(partition_by, sql, True) }}\n          {%- else -%}\n            {{sql}}\n          {%- endif -%}\n\n        )\n      {%- endset -%}\n\n      {% if copy_partitions %}\n          {% do bq_copy_partitions(tmp_relation, target_relation, partitions, partition_by) %}\n      {% else %}\n\n      {#-- In case we're putting the model SQL _directly_ into the MERGE statement,\n         we need to prepend the MERGE statement with the user-configured sql_header,\n         which may be needed to resolve that model SQL (e.g. referencing a variable or UDF in the header)\n         in the \"temporary table exists\" case, we save the model SQL result as a temp table first, wherein the\n         sql_header is included by the create_table_as macro.\n      #}\n      -- 1. run the merge statement\n      {{ get_insert_overwrite_merge_sql(target_relation, source_sql, dest_columns, [predicate], include_sql_header = not tmp_relation_exists) }};\n\n      {%- if tmp_relation_exists -%}\n      -- 2. clean up the temp table\n      drop table if exists {{ tmp_relation }};\n      {%- endif -%}\n\n  {% endif %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.wrap_with_time_ingestion_partitioning_sql", "macro.dbt_bigquery.bq_copy_partitions", "macro.dbt.get_insert_overwrite_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721062052.7704, "supported_languages": null}, "macro.dbt_bigquery.bq_dynamic_copy_partitions_insert_overwrite_sql": {"name": "bq_dynamic_copy_partitions_insert_overwrite_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental_strategy/insert_overwrite.sql", "original_file_path": "macros/materializations/incremental_strategy/insert_overwrite.sql", "unique_id": "macro.dbt_bigquery.bq_dynamic_copy_partitions_insert_overwrite_sql", "macro_sql": "{% macro bq_dynamic_copy_partitions_insert_overwrite_sql(\n  tmp_relation, target_relation, sql, unique_key, partition_by, dest_columns, tmp_relation_exists, copy_partitions\n  ) %}\n  {%- if tmp_relation_exists is false -%}\n  {# We run temp table creation in a separated script to move to partitions copy if it doesn't already exist #}\n    {%- call statement('create_tmp_relation_for_copy', language='sql') -%}\n      {{ bq_create_table_as(partition_by, True, tmp_relation, sql, 'sql')\n    }}\n    {%- endcall %}\n  {%- endif -%}\n  {%- set partitions_sql -%}\n    select distinct {{ partition_by.render_wrapped() }}\n    from {{ tmp_relation }}\n  {%- endset -%}\n  {%- set partitions = run_query(partitions_sql).columns[0].values() -%}\n  {# We copy the partitions #}\n  {%- do bq_copy_partitions(tmp_relation, target_relation, partitions, partition_by) -%}\n  -- Clean up the temp table\n  drop table if exists {{ tmp_relation }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt_bigquery.bq_create_table_as", "macro.dbt.run_query", "macro.dbt_bigquery.bq_copy_partitions"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721062052.770847, "supported_languages": null}, "macro.dbt_bigquery.bq_dynamic_insert_overwrite_sql": {"name": "bq_dynamic_insert_overwrite_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental_strategy/insert_overwrite.sql", "original_file_path": "macros/materializations/incremental_strategy/insert_overwrite.sql", "unique_id": "macro.dbt_bigquery.bq_dynamic_insert_overwrite_sql", "macro_sql": "{% macro bq_dynamic_insert_overwrite_sql(tmp_relation, target_relation, sql, unique_key, partition_by, dest_columns, tmp_relation_exists, copy_partitions) %}\n  {%- if copy_partitions is true %}\n     {{ bq_dynamic_copy_partitions_insert_overwrite_sql(tmp_relation, target_relation, sql, unique_key, partition_by, dest_columns, tmp_relation_exists, copy_partitions) }}\n  {% else -%}\n      {% set predicate -%}\n          {{ partition_by.render_wrapped(alias='DBT_INTERNAL_DEST') }} in unnest(dbt_partitions_for_replacement)\n      {%- endset %}\n\n      {%- set source_sql -%}\n      (\n        select\n        {% if partition_by.time_ingestion_partitioning -%}\n        {{ partition_by.insertable_time_partitioning_field() }},\n        {%- endif -%}\n        * from {{ tmp_relation }}\n      )\n      {%- endset -%}\n\n      -- generated script to merge partitions into {{ target_relation }}\n      declare dbt_partitions_for_replacement array<{{ partition_by.data_type_for_partition() }}>;\n\n      {# have we already created the temp table to check for schema changes? #}\n      {% if not tmp_relation_exists %}\n       -- 1. create a temp table with model data\n        {{ bq_create_table_as(partition_by, True, tmp_relation, sql, 'sql') }}\n      {% else %}\n        -- 1. temp table already exists, we used it to check for schema changes\n      {% endif %}\n      {%- set partition_field = partition_by.time_partitioning_field() if partition_by.time_ingestion_partitioning else partition_by.render_wrapped() -%}\n\n      -- 2. define partitions to update\n      set (dbt_partitions_for_replacement) = (\n          select as struct\n              -- IGNORE NULLS: this needs to be aligned to _dbt_max_partition, which ignores null\n              array_agg(distinct {{ partition_field }} IGNORE NULLS)\n          from {{ tmp_relation }}\n      );\n\n      -- 3. run the merge statement\n      {{ get_insert_overwrite_merge_sql(target_relation, source_sql, dest_columns, [predicate]) }};\n\n      -- 4. clean up the temp table\n      drop table if exists {{ tmp_relation }}\n\n  {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bq_dynamic_copy_partitions_insert_overwrite_sql", "macro.dbt_bigquery.bq_create_table_as", "macro.dbt.get_insert_overwrite_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721062052.7715762, "supported_languages": null}, "macro.dbt_bigquery.wrap_with_time_ingestion_partitioning_sql": {"name": "wrap_with_time_ingestion_partitioning_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental_strategy/time_ingestion_tables.sql", "original_file_path": "macros/materializations/incremental_strategy/time_ingestion_tables.sql", "unique_id": "macro.dbt_bigquery.wrap_with_time_ingestion_partitioning_sql", "macro_sql": "{% macro wrap_with_time_ingestion_partitioning_sql(partition_by, sql, is_nested) %}\n\n  select TIMESTAMP({{ partition_by.field }}) as {{ partition_by.insertable_time_partitioning_field() }}, * EXCEPT({{ partition_by.field }}) from (\n    {{ sql }}\n  ){%- if not is_nested -%};{%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721062052.772598, "supported_languages": null}, "macro.dbt_bigquery.get_quoted_with_types_csv": {"name": "get_quoted_with_types_csv", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental_strategy/time_ingestion_tables.sql", "original_file_path": "macros/materializations/incremental_strategy/time_ingestion_tables.sql", "unique_id": "macro.dbt_bigquery.get_quoted_with_types_csv", "macro_sql": "{% macro get_quoted_with_types_csv(columns) %}\n    {% set quoted = [] %}\n    {% for col in columns -%}\n        {%- do quoted.append(adapter.quote(col.name) ~ \" \" ~ col.data_type) -%}\n    {%- endfor %}\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": 1721062052.772862, "supported_languages": null}, "macro.dbt_bigquery.columns_without_partition_fields_csv": {"name": "columns_without_partition_fields_csv", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental_strategy/time_ingestion_tables.sql", "original_file_path": "macros/materializations/incremental_strategy/time_ingestion_tables.sql", "unique_id": "macro.dbt_bigquery.columns_without_partition_fields_csv", "macro_sql": "{% macro columns_without_partition_fields_csv(partition_config, columns) -%}\n  {%- set columns_no_partition = partition_config.reject_partition_field_column(columns) -%}\n  {% set columns_names = get_quoted_with_types_csv(columns_no_partition) %}\n  {{ return(columns_names) }}\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_bigquery.get_quoted_with_types_csv"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721062052.773024, "supported_languages": null}, "macro.dbt_bigquery.bq_insert_into_ingestion_time_partitioned_table_sql": {"name": "bq_insert_into_ingestion_time_partitioned_table_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental_strategy/time_ingestion_tables.sql", "original_file_path": "macros/materializations/incremental_strategy/time_ingestion_tables.sql", "unique_id": "macro.dbt_bigquery.bq_insert_into_ingestion_time_partitioned_table_sql", "macro_sql": "{% macro bq_insert_into_ingestion_time_partitioned_table_sql(target_relation, sql) -%}\n  {%- set sql_header = config.get('sql_header', none) -%}\n  {{ sql_header if sql_header is not none }}\n  {%- set raw_partition_by = config.get('partition_by', none) -%}\n  {%- set partition_by = adapter.parse_partition_by(raw_partition_by) -%}\n  {% set dest_columns = adapter.get_columns_in_relation(target_relation) %}\n  {%- set dest_columns_csv = get_quoted_csv(dest_columns | map(attribute=\"name\")) -%}\n\n  insert into {{ target_relation }} ({{ partition_by.insertable_time_partitioning_field() }}, {{ dest_columns_csv }})\n    {{ wrap_with_time_ingestion_partitioning_sql(partition_by, sql, False) }}\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.get_quoted_csv", "macro.dbt_bigquery.wrap_with_time_ingestion_partitioning_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721062052.773437, "supported_languages": null}, "macro.dbt_bigquery.get_columns_with_types_in_query_sql": {"name": "get_columns_with_types_in_query_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental_strategy/time_ingestion_tables.sql", "original_file_path": "macros/materializations/incremental_strategy/time_ingestion_tables.sql", "unique_id": "macro.dbt_bigquery.get_columns_with_types_in_query_sql", "macro_sql": "{% macro get_columns_with_types_in_query_sql(select_sql) %}\n  {% set sql %}\n    {%- set sql_header = config.get('sql_header', none) -%}\n    {{ sql_header if sql_header is not none }}\n    select * from (\n      {{ select_sql }}\n    ) as __dbt_sbq\n    where false\n    limit 0\n  {% endset %}\n  {{ return(adapter.get_columns_in_select_sql(sql)) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721062052.773668, "supported_languages": null}, "macro.dbt_bigquery.bigquery__drop_relation": {"name": "bigquery__drop_relation", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/drop.sql", "original_file_path": "macros/relations/drop.sql", "unique_id": "macro.dbt_bigquery.bigquery__drop_relation", "macro_sql": "{% macro bigquery__drop_relation(relation) -%}\n    {% do adapter.drop_relation(relation) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721062052.77382, "supported_languages": null}, "macro.dbt_bigquery.bigquery_options": {"name": "bigquery_options", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/options.sql", "original_file_path": "macros/relations/options.sql", "unique_id": "macro.dbt_bigquery.bigquery_options", "macro_sql": "{% macro bigquery_options(opts) %}\n  {% set options -%}\n    OPTIONS({% for opt_key, opt_val in opts.items() %}\n      {{ opt_key }}={{ opt_val }}{{ \",\" if not loop.last }}\n    {% endfor %})\n  {%- endset %}\n  {%- do return(options) -%}\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721062052.7741, "supported_languages": null}, "macro.dbt_bigquery.cluster_by": {"name": "cluster_by", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/cluster.sql", "original_file_path": "macros/relations/cluster.sql", "unique_id": "macro.dbt_bigquery.cluster_by", "macro_sql": "{% macro cluster_by(raw_cluster_by) %}\n  {%- if raw_cluster_by is not none -%}\n  cluster by {% if raw_cluster_by is string -%}\n    {% set raw_cluster_by = [raw_cluster_by] %}\n  {%- endif -%}\n  {%- for cluster in raw_cluster_by -%}\n    {{ cluster }}\n    {%- if not loop.last -%}, {% endif -%}\n  {%- endfor -%}\n\n  {% endif %}\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721062052.774431, "supported_languages": null}, "macro.dbt_bigquery.bigquery__rename_relation": {"name": "bigquery__rename_relation", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/rename.sql", "original_file_path": "macros/relations/rename.sql", "unique_id": "macro.dbt_bigquery.bigquery__rename_relation", "macro_sql": "{% macro bigquery__rename_relation(from_relation, to_relation) -%}\n  {% do adapter.rename_relation(from_relation, to_relation) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721062052.77455, "supported_languages": null}, "macro.dbt_bigquery.partition_by": {"name": "partition_by", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/partition.sql", "original_file_path": "macros/relations/partition.sql", "unique_id": "macro.dbt_bigquery.partition_by", "macro_sql": "{% macro partition_by(partition_config) -%}\n    {%- if partition_config is none -%}\n      {% do return('') %}\n    {%- elif partition_config.time_ingestion_partitioning -%}\n        partition by {{ partition_config.render_wrapped() }}\n    {%- elif partition_config.data_type | lower in ('date','timestamp','datetime') -%}\n        partition by {{ partition_config.render() }}\n    {%- elif partition_config.data_type | lower in ('int64') -%}\n        {%- set range = partition_config.range -%}\n        partition by range_bucket(\n            {{ partition_config.field }},\n            generate_array({{ range.start}}, {{ range.end }}, {{ range.interval }})\n        )\n    {%- endif -%}\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721062052.7751, "supported_languages": null}, "macro.dbt_bigquery.bigquery__drop_materialized_view": {"name": "bigquery__drop_materialized_view", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/materialized_view/drop.sql", "original_file_path": "macros/relations/materialized_view/drop.sql", "unique_id": "macro.dbt_bigquery.bigquery__drop_materialized_view", "macro_sql": "{% macro bigquery__drop_materialized_view(relation) %}\n    drop materialized view if exists {{ relation }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721062052.775195, "supported_languages": null}, "macro.dbt_bigquery.bigquery__get_replace_materialized_view_as_sql": {"name": "bigquery__get_replace_materialized_view_as_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/materialized_view/replace.sql", "original_file_path": "macros/relations/materialized_view/replace.sql", "unique_id": "macro.dbt_bigquery.bigquery__get_replace_materialized_view_as_sql", "macro_sql": "{% macro bigquery__get_replace_materialized_view_as_sql(relation, sql) %}\n\n    {%- set materialized_view = adapter.Relation.materialized_view_from_model_node(config.model) -%}\n\n    create or replace materialized view if not exists {{ relation }}\n    {% if materialized_view.partition %}{{ partition_by(materialized_view.partition) }}{% endif %}\n    {% if materialized_view.cluster %}{{ cluster_by(materialized_view.cluster.fields) }}{% endif %}\n    {{ bigquery_options(materialized_view.options.as_ddl_dict()) }}\n    as {{ sql }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.partition_by", "macro.dbt_bigquery.cluster_by", "macro.dbt_bigquery.bigquery_options"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721062052.775882, "supported_languages": null}, "macro.dbt_bigquery.bigquery__refresh_materialized_view": {"name": "bigquery__refresh_materialized_view", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/materialized_view/refresh.sql", "original_file_path": "macros/relations/materialized_view/refresh.sql", "unique_id": "macro.dbt_bigquery.bigquery__refresh_materialized_view", "macro_sql": "{% macro bigquery__refresh_materialized_view(relation) %}\n    call bq.refresh_materialized_view('{{ relation.database }}.{{ relation.schema }}.{{ relation.identifier }}')\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721062052.7760682, "supported_languages": null}, "macro.dbt_bigquery.bigquery__get_alter_materialized_view_as_sql": {"name": "bigquery__get_alter_materialized_view_as_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/materialized_view/alter.sql", "original_file_path": "macros/relations/materialized_view/alter.sql", "unique_id": "macro.dbt_bigquery.bigquery__get_alter_materialized_view_as_sql", "macro_sql": "{% macro bigquery__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    {% if configuration_changes.requires_full_refresh %}\n        {{ get_replace_sql(existing_relation, relation, sql) }}\n    {% else %}\n\n        alter materialized view {{ relation }}\n            set {{ bigquery_options(configuration_changes.options.context.as_ddl_dict()) }}\n\n    {%- endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_replace_sql", "macro.dbt_bigquery.bigquery_options"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721062052.776648, "supported_languages": null}, "macro.dbt_bigquery.bigquery__get_materialized_view_configuration_changes": {"name": "bigquery__get_materialized_view_configuration_changes", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/materialized_view/alter.sql", "original_file_path": "macros/relations/materialized_view/alter.sql", "unique_id": "macro.dbt_bigquery.bigquery__get_materialized_view_configuration_changes", "macro_sql": "{% macro bigquery__get_materialized_view_configuration_changes(existing_relation, new_config) %}\n    {% set _existing_materialized_view = adapter.describe_relation(existing_relation) %}\n    {% set _configuration_changes = existing_relation.materialized_view_config_changeset(_existing_materialized_view, new_config) %}\n    {% do return(_configuration_changes) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721062052.776866, "supported_languages": null}, "macro.dbt_bigquery.bigquery__get_create_materialized_view_as_sql": {"name": "bigquery__get_create_materialized_view_as_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/materialized_view/create.sql", "original_file_path": "macros/relations/materialized_view/create.sql", "unique_id": "macro.dbt_bigquery.bigquery__get_create_materialized_view_as_sql", "macro_sql": "{% macro bigquery__get_create_materialized_view_as_sql(relation, sql) %}\n\n    {%- set materialized_view = adapter.Relation.materialized_view_from_model_node(config.model) -%}\n\n    create materialized view if not exists {{ relation }}\n    {% if materialized_view.partition %}{{ partition_by(materialized_view.partition) }}{% endif %}\n    {% if materialized_view.cluster %}{{ cluster_by(materialized_view.cluster.fields) }}{% endif %}\n    {{ bigquery_options(materialized_view.options.as_ddl_dict()) }}\n    as {{ sql }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.partition_by", "macro.dbt_bigquery.cluster_by", "macro.dbt_bigquery.bigquery_options"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721062052.7773461, "supported_languages": null}, "macro.dbt_bigquery.bigquery__drop_table": {"name": "bigquery__drop_table", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/table/drop.sql", "original_file_path": "macros/relations/table/drop.sql", "unique_id": "macro.dbt_bigquery.bigquery__drop_table", "macro_sql": "{% macro bigquery__drop_table(relation) %}\n    drop table if exists {{ relation }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721062052.777463, "supported_languages": null}, "macro.dbt_bigquery.bigquery_table_options": {"name": "bigquery_table_options", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/table/options.sql", "original_file_path": "macros/relations/table/options.sql", "unique_id": "macro.dbt_bigquery.bigquery_table_options", "macro_sql": "{% macro bigquery_table_options(config, node, temporary) %}\n  {% set opts = adapter.get_table_options(config, node, temporary) %}\n  {%- do return(bigquery_options(opts)) -%}\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery_options"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721062052.777662, "supported_languages": null}, "macro.dbt_bigquery.bigquery__get_rename_table_sql": {"name": "bigquery__get_rename_table_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/table/rename.sql", "original_file_path": "macros/relations/table/rename.sql", "unique_id": "macro.dbt_bigquery.bigquery__get_rename_table_sql", "macro_sql": "{%- macro bigquery__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": 1721062052.77778, "supported_languages": null}, "macro.dbt_bigquery.bigquery__drop_view": {"name": "bigquery__drop_view", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/view/drop.sql", "original_file_path": "macros/relations/view/drop.sql", "unique_id": "macro.dbt_bigquery.bigquery__drop_view", "macro_sql": "{% macro bigquery__drop_view(relation) %}\n    drop view if exists {{ relation }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721062052.777875, "supported_languages": null}, "macro.dbt_bigquery.bigquery__create_or_replace_view": {"name": "bigquery__create_or_replace_view", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/view/replace.sql", "original_file_path": "macros/relations/view/replace.sql", "unique_id": "macro.dbt_bigquery.bigquery__create_or_replace_view", "macro_sql": "{% macro bigquery__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 not old_relation.is_view -%}\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_bigquery.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": 1721062052.779021, "supported_languages": null}, "macro.dbt_bigquery.handle_existing_table": {"name": "handle_existing_table", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/view/replace.sql", "original_file_path": "macros/relations/view/replace.sql", "unique_id": "macro.dbt_bigquery.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_bigquery.bigquery__handle_existing_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721062052.779152, "supported_languages": null}, "macro.dbt_bigquery.default__handle_existing_table": {"name": "default__handle_existing_table", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/view/replace.sql", "original_file_path": "macros/relations/view/replace.sql", "unique_id": "macro.dbt_bigquery.default__handle_existing_table", "macro_sql": "{% macro default__handle_existing_table(full_refresh, old_relation) %}\n    {{ log(\"Dropping relation \" ~ old_relation ~ \" because it is of type \" ~ old_relation.type) }}\n    {{ adapter.drop_relation(old_relation) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721062052.7793002, "supported_languages": null}, "macro.dbt_bigquery.bigquery_view_options": {"name": "bigquery_view_options", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/view/options.sql", "original_file_path": "macros/relations/view/options.sql", "unique_id": "macro.dbt_bigquery.bigquery_view_options", "macro_sql": "{% macro bigquery_view_options(config, node) %}\n  {% set opts = adapter.get_view_options(config, node) %}\n  {%- do return(bigquery_options(opts)) -%}\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery_options"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721062052.779495, "supported_languages": null}, "macro.dbt_bigquery.bigquery__get_rename_view_sql": {"name": "bigquery__get_rename_view_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/view/rename.sql", "original_file_path": "macros/relations/view/rename.sql", "unique_id": "macro.dbt_bigquery.bigquery__get_rename_view_sql", "macro_sql": "{%- macro bigquery__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": 1721062052.7796102, "supported_languages": null}, "macro.dbt_bigquery.bigquery__get_catalog_relations": {"name": "bigquery__get_catalog_relations", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/catalog/by_relation.sql", "original_file_path": "macros/catalog/by_relation.sql", "unique_id": "macro.dbt_bigquery.bigquery__get_catalog_relations", "macro_sql": "{% macro bigquery__get_catalog_relations(information_schema, relations) -%}\n\n    {%- if (relations | length) == 0 -%}\n        {# Hopefully nothing cares about the columns we return when there are no rows #}\n        {%- set query = \"select 1 as id limit 0\" -%}\n\n    {%- else -%}\n        {%- set query -%}\n            with\n                table_shards_stage as ({{ _bigquery__get_table_shards_sql(information_schema) }}),\n                table_shards as (\n                    select * from table_shards_stage\n                    where (\n                        {%- for relation in relations -%}\n                            (\n                                upper(table_schema) = upper('{{ relation.schema }}')\n                            and upper(table_name) = upper('{{ relation.identifier }}')\n                            )\n                            {%- if not loop.last %} or {% endif -%}\n                        {%- endfor -%}\n                    )\n                ),\n                tables as ({{ _bigquery__get_tables_sql() }}),\n                table_stats as ({{ _bigquery__get_table_stats_sql() }}),\n\n                columns as ({{ _bigquery__get_columns_sql(information_schema) }}),\n                column_stats as ({{ _bigquery__get_column_stats_sql() }})\n\n            {{ _bigquery__get_extended_catalog_sql() }}\n        {%- endset -%}\n\n    {%- endif -%}\n\n    {{ return(run_query(query)) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery._bigquery__get_table_shards_sql", "macro.dbt_bigquery._bigquery__get_tables_sql", "macro.dbt_bigquery._bigquery__get_table_stats_sql", "macro.dbt_bigquery._bigquery__get_columns_sql", "macro.dbt_bigquery._bigquery__get_column_stats_sql", "macro.dbt_bigquery._bigquery__get_extended_catalog_sql", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721062052.7805388, "supported_languages": null}, "macro.dbt_bigquery._bigquery__get_table_shards_sql": {"name": "_bigquery__get_table_shards_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/catalog/catalog.sql", "original_file_path": "macros/catalog/catalog.sql", "unique_id": "macro.dbt_bigquery._bigquery__get_table_shards_sql", "macro_sql": "{% macro _bigquery__get_table_shards_sql(information_schema) %}\n    select\n        tables.project_id as table_catalog,\n        tables.dataset_id as table_schema,\n        coalesce(REGEXP_EXTRACT(tables.table_id, '^(.+)[0-9]{8}$'), tables.table_id) as table_name,\n        tables.table_id as shard_name,\n        REGEXP_EXTRACT(tables.table_id, '^.+([0-9]{8})$') as shard_index,\n        REGEXP_CONTAINS(tables.table_id, '^.+[0-9]{8}$') and tables.type = 1 as is_date_shard,\n        case\n            when materialized_views.table_name is not null then 'materialized view'\n            when tables.type = 1 then 'table'\n            when tables.type = 2 then 'view'\n            else 'external'\n        end as table_type,\n        tables.type = 1 as is_table,\n        JSON_VALUE(table_description.option_value) as table_comment,\n        tables.size_bytes,\n        tables.row_count\n    from {{ information_schema.replace(information_schema_view='__TABLES__') }} tables\n    left join {{ information_schema.replace(information_schema_view='MATERIALIZED_VIEWS') }} materialized_views\n        on materialized_views.table_catalog = tables.project_id\n        and materialized_views.table_schema = tables.dataset_id\n        and materialized_views.table_name = tables.table_id\n    left join {{ information_schema.replace(information_schema_view='TABLE_OPTIONS') }} table_description\n        on table_description.table_catalog = tables.project_id\n        and table_description.table_schema = tables.dataset_id\n        and table_description.table_name = tables.table_id\n        and table_description.option_name = 'description'\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.replace"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721062052.783019, "supported_languages": null}, "macro.dbt_bigquery._bigquery__get_tables_sql": {"name": "_bigquery__get_tables_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/catalog/catalog.sql", "original_file_path": "macros/catalog/catalog.sql", "unique_id": "macro.dbt_bigquery._bigquery__get_tables_sql", "macro_sql": "{% macro _bigquery__get_tables_sql() %}\n    select distinct\n        table_catalog,\n        table_schema,\n        table_name,\n        is_date_shard,\n        table_type,\n        is_table,\n        table_comment\n    from table_shards\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721062052.7831, "supported_languages": null}, "macro.dbt_bigquery._bigquery__get_table_stats_sql": {"name": "_bigquery__get_table_stats_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/catalog/catalog.sql", "original_file_path": "macros/catalog/catalog.sql", "unique_id": "macro.dbt_bigquery._bigquery__get_table_stats_sql", "macro_sql": "{% macro _bigquery__get_table_stats_sql() %}\n    select\n        table_catalog,\n        table_schema,\n        table_name,\n        max(shard_name) as latest_shard_name,\n        min(shard_index) as shard_min,\n        max(shard_index) as shard_max,\n        count(shard_index) as shard_count,\n        sum(size_bytes) as size_bytes,\n        sum(row_count) as row_count\n    from table_shards\n    group by 1, 2, 3\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721062052.7831738, "supported_languages": null}, "macro.dbt_bigquery._bigquery__get_columns_sql": {"name": "_bigquery__get_columns_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/catalog/catalog.sql", "original_file_path": "macros/catalog/catalog.sql", "unique_id": "macro.dbt_bigquery._bigquery__get_columns_sql", "macro_sql": "{% macro _bigquery__get_columns_sql(information_schema) %}\n    select\n        columns.table_catalog,\n        columns.table_schema,\n        columns.table_name as shard_name,\n        coalesce(paths.field_path, '<unknown>') as column_name,\n        -- invent a row number to account for nested fields\n        -- BQ does not treat these nested properties as independent fields\n        row_number() over (\n            partition by\n                columns.table_catalog,\n                columns.table_schema,\n                columns.table_name\n            order by\n                columns.ordinal_position,\n                paths.field_path\n        ) as column_index,\n        coalesce(paths.data_type, '<unknown>') as column_type,\n        paths.description as column_comment,\n        case when columns.is_partitioning_column = 'YES' then 1 else 0 end as is_partitioning_column,\n        case when columns.is_partitioning_column = 'YES' then paths.field_path end as partition_column,\n        case when columns.clustering_ordinal_position is not null then 1 else 0 end as is_clustering_column,\n        case when columns.clustering_ordinal_position is not null then paths.field_path end as cluster_column,\n        columns.clustering_ordinal_position\n    from {{ information_schema.replace(information_schema_view='COLUMNS') }} columns\n    join {{ information_schema.replace(information_schema_view='COLUMN_FIELD_PATHS') }} paths\n        on paths.table_catalog = columns.table_catalog\n        and paths.table_schema = columns.table_schema\n        and paths.table_name = columns.table_name\n        and paths.column_name = columns.column_name\n    where columns.ordinal_position is not null\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.replace"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721062052.783382, "supported_languages": null}, "macro.dbt_bigquery._bigquery__get_column_stats_sql": {"name": "_bigquery__get_column_stats_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/catalog/catalog.sql", "original_file_path": "macros/catalog/catalog.sql", "unique_id": "macro.dbt_bigquery._bigquery__get_column_stats_sql", "macro_sql": "{% macro _bigquery__get_column_stats_sql() %}\n    select\n        table_catalog,\n        table_schema,\n        shard_name,\n        max(is_partitioning_column) = 1 as is_partitioned,\n        max(partition_column) as partition_column,\n        max(is_clustering_column) = 1 as is_clustered,\n        array_to_string(\n            array_agg(\n                cluster_column ignore nulls\n                order by clustering_ordinal_position\n            ), ', '\n        ) as clustering_columns\n    from columns\n    group by 1, 2, 3\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721062052.7834601, "supported_languages": null}, "macro.dbt_bigquery._bigquery__get_extended_catalog_sql": {"name": "_bigquery__get_extended_catalog_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/catalog/catalog.sql", "original_file_path": "macros/catalog/catalog.sql", "unique_id": "macro.dbt_bigquery._bigquery__get_extended_catalog_sql", "macro_sql": "{% macro _bigquery__get_extended_catalog_sql() %}\n    select\n        tables.table_catalog as table_database,\n        tables.table_schema,\n        case\n            when tables.is_date_shard then concat(tables.table_name, '*')\n            else tables.table_name\n        end as table_name,\n        tables.table_type,\n        tables.table_comment,\n        -- coalesce column metadata fields to ensure they are non-null for catalog generation\n        -- external table columns are not present in COLUMN_FIELD_PATHS\n        coalesce(columns.column_name, '<unknown>') as column_name,\n        coalesce(columns.column_index, 1) as column_index,\n        coalesce(columns.column_type, '<unknown>') as column_type,\n        coalesce(columns.column_comment, '') as column_comment,\n\n        'Shard count' as `stats__date_shards__label`,\n        table_stats.shard_count as `stats__date_shards__value`,\n        'The number of date shards in this table' as `stats__date_shards__description`,\n        tables.is_date_shard as `stats__date_shards__include`,\n\n        'Shard (min)' as `stats__date_shard_min__label`,\n        table_stats.shard_min as `stats__date_shard_min__value`,\n        'The first date shard in this table' as `stats__date_shard_min__description`,\n        tables.is_date_shard as `stats__date_shard_min__include`,\n\n        'Shard (max)' as `stats__date_shard_max__label`,\n        table_stats.shard_max as `stats__date_shard_max__value`,\n        'The last date shard in this table' as `stats__date_shard_max__description`,\n        tables.is_date_shard as `stats__date_shard_max__include`,\n\n        '# Rows' as `stats__num_rows__label`,\n        table_stats.row_count as `stats__num_rows__value`,\n        'Approximate count of rows in this table' as `stats__num_rows__description`,\n        tables.is_table as `stats__num_rows__include`,\n\n        'Approximate Size' as `stats__num_bytes__label`,\n        table_stats.size_bytes as `stats__num_bytes__value`,\n        'Approximate size of table as reported by BigQuery' as `stats__num_bytes__description`,\n        tables.is_table as `stats__num_bytes__include`,\n\n        'Partitioned By' as `stats__partitioning_type__label`,\n        column_stats.partition_column as `stats__partitioning_type__value`,\n        'The partitioning column for this table' as `stats__partitioning_type__description`,\n        column_stats.is_partitioned as `stats__partitioning_type__include`,\n\n        'Clustered By' as `stats__clustering_fields__label`,\n        column_stats.clustering_columns as `stats__clustering_fields__value`,\n        'The clustering columns for this table' as `stats__clustering_fields__description`,\n        column_stats.is_clustered as `stats__clustering_fields__include`\n\n    from tables\n    join table_stats\n        on table_stats.table_catalog = tables.table_catalog\n        and table_stats.table_schema = tables.table_schema\n        and table_stats.table_name = tables.table_name\n    left join column_stats\n        on column_stats.table_catalog = tables.table_catalog\n        and column_stats.table_schema = tables.table_schema\n        and column_stats.shard_name = table_stats.latest_shard_name\n    left join columns\n        on columns.table_catalog = tables.table_catalog\n        and columns.table_schema = tables.table_schema\n        and columns.shard_name = table_stats.latest_shard_name\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721062052.7836711, "supported_languages": null}, "macro.dbt_bigquery.bigquery__get_catalog": {"name": "bigquery__get_catalog", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/catalog/by_schema.sql", "original_file_path": "macros/catalog/by_schema.sql", "unique_id": "macro.dbt_bigquery.bigquery__get_catalog", "macro_sql": "{% macro bigquery__get_catalog(information_schema, schemas) -%}\n\n    {%- if (schemas | length) == 0 -%}\n        {# Hopefully nothing cares about the columns we return when there are no rows #}\n        {%- set query = \"select 1 as id limit 0\" -%}\n\n    {%- else -%}\n        {%- set query -%}\n            with\n                table_shards as (\n                    {{ _bigquery__get_table_shards_sql(information_schema) }}\n                    where (\n                        {%- for schema in schemas -%}\n                            upper(tables.dataset_id) = upper('{{ schema }}')\n                            {%- if not loop.last %} or {% endif -%}\n                        {%- endfor -%}\n                    )\n                ),\n                tables as ({{ _bigquery__get_tables_sql() }}),\n                table_stats as ({{ _bigquery__get_table_stats_sql() }}),\n\n                columns as ({{ _bigquery__get_columns_sql(information_schema) }}),\n                column_stats as ({{ _bigquery__get_column_stats_sql() }})\n\n            {{ _bigquery__get_extended_catalog_sql() }}\n        {%- endset -%}\n\n    {%- endif -%}\n\n    {{ return(run_query(query)) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery._bigquery__get_table_shards_sql", "macro.dbt_bigquery._bigquery__get_tables_sql", "macro.dbt_bigquery._bigquery__get_table_stats_sql", "macro.dbt_bigquery._bigquery__get_columns_sql", "macro.dbt_bigquery._bigquery__get_column_stats_sql", "macro.dbt_bigquery._bigquery__get_extended_catalog_sql", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721062052.784489, "supported_languages": null}, "macro.dbt_bigquery.bigquery__except": {"name": "bigquery__except", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/except.sql", "original_file_path": "macros/utils/except.sql", "unique_id": "macro.dbt_bigquery.bigquery__except", "macro_sql": "{% macro bigquery__except() %}\n\n    except distinct\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721062052.7845728, "supported_languages": null}, "macro.dbt_bigquery.bigquery__dateadd": {"name": "bigquery__dateadd", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/dateadd.sql", "original_file_path": "macros/utils/dateadd.sql", "unique_id": "macro.dbt_bigquery.bigquery__dateadd", "macro_sql": "{% macro bigquery__dateadd(datepart, interval, from_date_or_timestamp) %}\n\n        datetime_add(\n            cast( {{ from_date_or_timestamp }} as datetime),\n        interval {{ interval }} {{ datepart }}\n        )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721062052.784723, "supported_languages": null}, "macro.dbt_bigquery.bigquery__current_timestamp": {"name": "bigquery__current_timestamp", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/timestamps.sql", "original_file_path": "macros/utils/timestamps.sql", "unique_id": "macro.dbt_bigquery.bigquery__current_timestamp", "macro_sql": "{% macro bigquery__current_timestamp() -%}\n  current_timestamp()\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721062052.784839, "supported_languages": null}, "macro.dbt_bigquery.bigquery__snapshot_string_as_time": {"name": "bigquery__snapshot_string_as_time", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/timestamps.sql", "original_file_path": "macros/utils/timestamps.sql", "unique_id": "macro.dbt_bigquery.bigquery__snapshot_string_as_time", "macro_sql": "{% macro bigquery__snapshot_string_as_time(timestamp) -%}\n    {%- set result = 'TIMESTAMP(\"' ~ timestamp ~ '\")' -%}\n    {{ return(result) }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721062052.784959, "supported_languages": null}, "macro.dbt_bigquery.bigquery__current_timestamp_backcompat": {"name": "bigquery__current_timestamp_backcompat", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/timestamps.sql", "original_file_path": "macros/utils/timestamps.sql", "unique_id": "macro.dbt_bigquery.bigquery__current_timestamp_backcompat", "macro_sql": "{% macro bigquery__current_timestamp_backcompat() -%}\n  current_timestamp\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721062052.785011, "supported_languages": null}, "macro.dbt_bigquery.bigquery__intersect": {"name": "bigquery__intersect", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/intersect.sql", "original_file_path": "macros/utils/intersect.sql", "unique_id": "macro.dbt_bigquery.bigquery__intersect", "macro_sql": "{% macro bigquery__intersect() %}\n\n    intersect distinct\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721062052.785078, "supported_languages": null}, "macro.dbt_bigquery.bigquery__escape_single_quotes": {"name": "bigquery__escape_single_quotes", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/escape_single_quotes.sql", "original_file_path": "macros/utils/escape_single_quotes.sql", "unique_id": "macro.dbt_bigquery.bigquery__escape_single_quotes", "macro_sql": "{% macro bigquery__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": 1721062052.785303, "supported_languages": null}, "macro.dbt_bigquery.bigquery__format_column": {"name": "bigquery__format_column", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/get_columns_spec_ddl.sql", "original_file_path": "macros/utils/get_columns_spec_ddl.sql", "unique_id": "macro.dbt_bigquery.bigquery__format_column", "macro_sql": "{% macro bigquery__format_column(column) -%}\n  {% set data_type = column.data_type %}\n  {% set formatted = column.column.lower() ~ \" \" ~ data_type %}\n  {{ return({'name': column.name, 'data_type': data_type, 'formatted': formatted}) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721062052.7858791, "supported_languages": null}, "macro.dbt_bigquery.bigquery__get_empty_schema_sql": {"name": "bigquery__get_empty_schema_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/get_columns_spec_ddl.sql", "original_file_path": "macros/utils/get_columns_spec_ddl.sql", "unique_id": "macro.dbt_bigquery.bigquery__get_empty_schema_sql", "macro_sql": "{% macro bigquery__get_empty_schema_sql(columns) %}\n    {%- set col_err = [] -%}\n    {% for col in columns.values() %}\n      {%- if col['data_type'] is not defined -%}\n        {{ col_err.append(col['name']) }}\n      {%- endif -%}\n    {%- endfor -%}\n    {%- if (col_err | length) > 0 -%}\n      {{ exceptions.column_type_missing(column_names=col_err) }}\n    {%- endif -%}\n\n    {%- set columns = adapter.nest_column_data_types(columns) -%}\n    {{ return(dbt.default__get_empty_schema_sql(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": 1721062052.7862499, "supported_languages": null}, "macro.dbt_bigquery.bigquery__get_select_subquery": {"name": "bigquery__get_select_subquery", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/get_columns_spec_ddl.sql", "original_file_path": "macros/utils/get_columns_spec_ddl.sql", "unique_id": "macro.dbt_bigquery.bigquery__get_select_subquery", "macro_sql": "{% macro bigquery__get_select_subquery(sql) %}\n    select {{ adapter.dispatch('get_column_names')() }}\n    from (\n        {{ sql }}\n    ) as model_subq\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__get_column_names"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721062052.7863638, "supported_languages": null}, "macro.dbt_bigquery.bigquery__get_column_names": {"name": "bigquery__get_column_names", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/get_columns_spec_ddl.sql", "original_file_path": "macros/utils/get_columns_spec_ddl.sql", "unique_id": "macro.dbt_bigquery.bigquery__get_column_names", "macro_sql": "{% macro bigquery__get_column_names() %}\n  {#- loop through nested user_provided_columns to get column names -#}\n    {%- set user_provided_columns = adapter.nest_column_data_types(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": 1721062052.78668, "supported_languages": null}, "macro.dbt_bigquery.bigquery__right": {"name": "bigquery__right", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/right.sql", "original_file_path": "macros/utils/right.sql", "unique_id": "macro.dbt_bigquery.bigquery__right", "macro_sql": "{% macro bigquery__right(string_text, length_expression) %}\n\n    case when {{ length_expression }} = 0\n        then ''\n    else\n        substr(\n            {{ string_text }},\n            -1 * ({{ length_expression }})\n        )\n    end\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721062052.786835, "supported_languages": null}, "macro.dbt_bigquery.bigquery__listagg": {"name": "bigquery__listagg", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/listagg.sql", "original_file_path": "macros/utils/listagg.sql", "unique_id": "macro.dbt_bigquery.bigquery__listagg", "macro_sql": "{% macro bigquery__listagg(measure, delimiter_text, order_by_clause, limit_num) -%}\n\n    string_agg(\n        {{ measure }},\n        {{ delimiter_text }}\n        {% if order_by_clause -%}\n        {{ order_by_clause }}\n        {%- endif %}\n        {% if limit_num -%}\n        limit {{ limit_num }}\n        {%- endif %}\n        )\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721062052.787101, "supported_languages": null}, "macro.dbt_bigquery.bigquery__datediff": {"name": "bigquery__datediff", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/datediff.sql", "original_file_path": "macros/utils/datediff.sql", "unique_id": "macro.dbt_bigquery.bigquery__datediff", "macro_sql": "{% macro bigquery__datediff(first_date, second_date, datepart) -%}\n\n  {% if dbt_version[0] == 1 and dbt_version[2] >= 2 %}\n    {{ return(dbt.datediff(first_date, second_date, datepart)) }}\n  {% else %}\n\n    datetime_diff(\n        cast({{second_date}} as datetime),\n        cast({{first_date}} as datetime),\n        {{datepart}}\n    )\n\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": 1721062052.787429, "supported_languages": null}, "macro.dbt_bigquery.bigquery__safe_cast": {"name": "bigquery__safe_cast", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/safe_cast.sql", "original_file_path": "macros/utils/safe_cast.sql", "unique_id": "macro.dbt_bigquery.bigquery__safe_cast", "macro_sql": "{% macro bigquery__safe_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": 1721062052.787544, "supported_languages": null}, "macro.dbt_bigquery.bigquery__hash": {"name": "bigquery__hash", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/hash.sql", "original_file_path": "macros/utils/hash.sql", "unique_id": "macro.dbt_bigquery.bigquery__hash", "macro_sql": "{% macro bigquery__hash(field) -%}\n    to_hex({{dbt.default__hash(field)}})\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__hash"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721062052.787651, "supported_languages": null}, "macro.dbt_bigquery.bigquery__position": {"name": "bigquery__position", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/position.sql", "original_file_path": "macros/utils/position.sql", "unique_id": "macro.dbt_bigquery.bigquery__position", "macro_sql": "{% macro bigquery__position(substring_text, string_text) %}\n\n    strpos(\n        {{ string_text }},\n        {{ substring_text }}\n\n    )\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721062052.787769, "supported_languages": null}, "macro.dbt_bigquery.bigquery__array_concat": {"name": "bigquery__array_concat", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/array_concat.sql", "original_file_path": "macros/utils/array_concat.sql", "unique_id": "macro.dbt_bigquery.bigquery__array_concat", "macro_sql": "{% macro bigquery__array_concat(array_1, array_2) -%}\n    array_concat({{ array_1 }}, {{ array_2 }})\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721062052.787879, "supported_languages": null}, "macro.dbt_bigquery.bigquery__bool_or": {"name": "bigquery__bool_or", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/bool_or.sql", "original_file_path": "macros/utils/bool_or.sql", "unique_id": "macro.dbt_bigquery.bigquery__bool_or", "macro_sql": "{% macro bigquery__bool_or(expression) -%}\n\n    logical_or({{ expression }})\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721062052.78797, "supported_languages": null}, "macro.dbt_bigquery.bigquery__split_part": {"name": "bigquery__split_part", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/split_part.sql", "original_file_path": "macros/utils/split_part.sql", "unique_id": "macro.dbt_bigquery.bigquery__split_part", "macro_sql": "{% macro bigquery__split_part(string_text, delimiter_text, part_number) %}\n\n  {% if part_number >= 0 %}\n    split(\n        {{ string_text }},\n        {{ delimiter_text }}\n        )[safe_offset({{ part_number - 1 }})]\n  {% else %}\n    split(\n        {{ string_text }},\n        {{ delimiter_text }}\n        )[safe_offset(\n          length({{ string_text }})\n          - length(\n              replace({{ string_text }},  {{ delimiter_text }}, '')\n          ) + 1 + {{ part_number }}\n        )]\n  {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721062052.788373, "supported_languages": null}, "macro.dbt_bigquery.bigquery__date_trunc": {"name": "bigquery__date_trunc", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/date_trunc.sql", "original_file_path": "macros/utils/date_trunc.sql", "unique_id": "macro.dbt_bigquery.bigquery__date_trunc", "macro_sql": "{% macro bigquery__date_trunc(datepart, date) -%}\n    timestamp_trunc(\n        cast({{date}} as timestamp),\n        {{datepart}}\n    )\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721062052.7885, "supported_languages": null}, "macro.dbt_bigquery.bigquery__array_construct": {"name": "bigquery__array_construct", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/array_construct.sql", "original_file_path": "macros/utils/array_construct.sql", "unique_id": "macro.dbt_bigquery.bigquery__array_construct", "macro_sql": "{% macro bigquery__array_construct(inputs, data_type) -%}\n    {% if inputs|length > 0 %}\n    [ {{ 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": 1721062052.788704, "supported_languages": null}, "macro.dbt_bigquery.bigquery__array_append": {"name": "bigquery__array_append", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/array_append.sql", "original_file_path": "macros/utils/array_append.sql", "unique_id": "macro.dbt_bigquery.bigquery__array_append", "macro_sql": "{% macro bigquery__array_append(array, new_element) -%}\n    {{ array_concat(array, array_construct([new_element])) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.array_concat", "macro.dbt.array_construct"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721062052.7888389, "supported_languages": null}, "macro.dbt_bigquery.bigquery__get_show_grant_sql": {"name": "bigquery__get_show_grant_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt_bigquery.bigquery__get_show_grant_sql", "macro_sql": "{% macro bigquery__get_show_grant_sql(relation) %}\n    {% set location = adapter.get_dataset_location(relation) %}\n    {% set relation = relation.incorporate(location=location) %}\n\n    select privilege_type, grantee\n    from {{ relation.information_schema(\"OBJECT_PRIVILEGES\") }}\n    where object_schema = \"{{ relation.dataset }}\"\n      and object_name = \"{{ relation.identifier }}\"\n      -- filter out current user\n      and split(grantee, ':')[offset(1)] != session_user()\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721062052.78929, "supported_languages": null}, "macro.dbt_bigquery.bigquery__get_grant_sql": {"name": "bigquery__get_grant_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt_bigquery.bigquery__get_grant_sql", "macro_sql": "\n\n\n{%- macro bigquery__get_grant_sql(relation, privilege, grantee) -%}\n    grant `{{ privilege }}` on {{ relation.type }} {{ relation }} to {{ '\\\"' + grantee|join('\\\", \\\"') + '\\\"' }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721062052.78946, "supported_languages": null}, "macro.dbt_bigquery.bigquery__get_revoke_sql": {"name": "bigquery__get_revoke_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt_bigquery.bigquery__get_revoke_sql", "macro_sql": "{%- macro bigquery__get_revoke_sql(relation, privilege, grantee) -%}\n    revoke `{{ privilege }}` on {{ relation.type }} {{ relation }} from {{ '\\\"' + grantee|join('\\\", \\\"') + '\\\"' }}\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721062052.789622, "supported_languages": null}, "macro.dbt_bigquery.bigquery__get_empty_subquery_sql": {"name": "bigquery__get_empty_subquery_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt_bigquery.bigquery__get_empty_subquery_sql", "macro_sql": "{% macro bigquery__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 and current_timestamp() = current_timestamp()\n    limit 0\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721062052.7898188, "supported_languages": null}, "macro.dbt_bigquery.bigquery__resolve_model_name": {"name": "bigquery__resolve_model_name", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt_bigquery.bigquery__resolve_model_name", "macro_sql": "{% macro bigquery__resolve_model_name(input_model_name) -%}\n    {{ input_model_name | string | replace('`', '') | replace('\"', '\\\"') }}\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721062052.7899761, "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": 1721062052.790717, "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": 1721062052.790849, "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": 1721062052.790946, "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": 1721062052.791042, "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": 1721062052.791135, "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": 1721062052.791467, "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": 1721062052.791669, "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": 1721062052.791874, "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.default__snapshot_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721062052.792175, "supported_languages": null}, "macro.dbt.default__snapshot_merge_sql": {"name": "default__snapshot_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/snapshot_merge.sql", "original_file_path": "macros/materializations/snapshots/snapshot_merge.sql", "unique_id": "macro.dbt.default__snapshot_merge_sql", "macro_sql": "{% macro default__snapshot_merge_sql(target, source, insert_cols) -%}\n    {%- set insert_cols_csv = insert_cols | join(', ') -%}\n\n    merge into {{ target }} as DBT_INTERNAL_DEST\n    using {{ source }} as DBT_INTERNAL_SOURCE\n    on DBT_INTERNAL_SOURCE.dbt_scd_id = DBT_INTERNAL_DEST.dbt_scd_id\n\n    when matched\n     and DBT_INTERNAL_DEST.dbt_valid_to is null\n     and DBT_INTERNAL_SOURCE.dbt_change_type in ('update', 'delete')\n        then update\n        set dbt_valid_to = DBT_INTERNAL_SOURCE.dbt_valid_to\n\n    when not matched\n     and DBT_INTERNAL_SOURCE.dbt_change_type = 'insert'\n        then insert ({{ insert_cols_csv }})\n        values ({{ insert_cols_csv }})\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721062052.7923598, "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": 1721062052.794803, "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_bigquery.bigquery__snapshot_hash_arguments"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721062052.794931, "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": 1721062052.7950878, "supported_languages": null}, "macro.dbt.snapshot_timestamp_strategy": {"name": "snapshot_timestamp_strategy", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.snapshot_timestamp_strategy", "macro_sql": "{% macro snapshot_timestamp_strategy(node, snapshotted_rel, current_rel, config, target_exists) %}\n    {% set primary_key = config['unique_key'] %}\n    {% set updated_at = config['updated_at'] %}\n    {% set invalidate_hard_deletes = config.get('invalidate_hard_deletes', false) %}\n\n    {#/*\n        The snapshot relation might not have an {{ updated_at }} value if the\n        snapshot strategy is changed from `check` to `timestamp`. We\n        should use a dbt-created column for the comparison in the snapshot\n        table instead of assuming that the user-supplied {{ updated_at }}\n        will be present in the historical data.\n\n        See https://github.com/dbt-labs/dbt-core/issues/2350\n    */ #}\n    {% set row_changed_expr -%}\n        ({{ snapshotted_rel }}.dbt_valid_from < {{ current_rel }}.{{ updated_at }})\n    {%- endset %}\n\n    {% set scd_id_expr = snapshot_hash_arguments([primary_key, updated_at]) %}\n\n    {% do return({\n        \"unique_key\": primary_key,\n        \"updated_at\": updated_at,\n        \"row_changed\": row_changed_expr,\n        \"scd_id\": scd_id_expr,\n        \"invalidate_hard_deletes\": invalidate_hard_deletes\n    }) %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.snapshot_hash_arguments"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721062052.795563, "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_bigquery.bigquery__snapshot_string_as_time"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721062052.795676, "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": 1721062052.795795, "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": 1721062052.796752, "supported_languages": null}, "macro.dbt.snapshot_check_strategy": {"name": "snapshot_check_strategy", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.snapshot_check_strategy", "macro_sql": "{% macro snapshot_check_strategy(node, snapshotted_rel, current_rel, config, target_exists) %}\n    {% set check_cols_config = config['check_cols'] %}\n    {% set primary_key = config['unique_key'] %}\n    {% set invalidate_hard_deletes = config.get('invalidate_hard_deletes', false) %}\n    {% set updated_at = config.get('updated_at', snapshot_get_time()) %}\n\n    {% set column_added = false %}\n\n    {% set column_added, check_cols = snapshot_check_all_get_existing_columns(node, target_exists, check_cols_config) %}\n\n    {%- set row_changed_expr -%}\n    (\n    {%- if column_added -%}\n        {{ get_true_sql() }}\n    {%- else -%}\n    {%- for col in check_cols -%}\n        {{ snapshotted_rel }}.{{ col }} != {{ current_rel }}.{{ col }}\n        or\n        (\n            (({{ snapshotted_rel }}.{{ col }} is null) and not ({{ current_rel }}.{{ col }} is null))\n            or\n            ((not {{ snapshotted_rel }}.{{ col }} is null) and ({{ current_rel }}.{{ col }} is null))\n        )\n        {%- if not loop.last %} or {% endif -%}\n    {%- endfor -%}\n    {%- endif -%}\n    )\n    {%- endset %}\n\n    {% set scd_id_expr = snapshot_hash_arguments([primary_key, updated_at]) %}\n\n    {% do return({\n        \"unique_key\": primary_key,\n        \"updated_at\": updated_at,\n        \"row_changed\": row_changed_expr,\n        \"scd_id\": scd_id_expr,\n        \"invalidate_hard_deletes\": invalidate_hard_deletes\n    }) %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.snapshot_get_time", "macro.dbt.snapshot_check_all_get_existing_columns", "macro.dbt.get_true_sql", "macro.dbt.snapshot_hash_arguments"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721062052.7975528, "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_bigquery.bigquery__create_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721062052.800371, "supported_languages": null}, "macro.dbt.default__create_columns": {"name": "default__create_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.default__create_columns", "macro_sql": "{% macro default__create_columns(relation, columns) %}\n  {% for column in columns %}\n    {% call statement() %}\n      alter table {{ relation }} add column \"{{ column.name }}\" {{ column.data_type }};\n    {% endcall %}\n  {% endfor %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721062052.800555, "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_bigquery.bigquery__post_snapshot"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721062052.80067, "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": 1721062052.800729, "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": 1721062052.800823, "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": 1721062052.8009012, "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": 1721062052.801033, "supported_languages": null}, "macro.dbt.default__snapshot_staging_table": {"name": "default__snapshot_staging_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.default__snapshot_staging_table", "macro_sql": "{% macro default__snapshot_staging_table(strategy, source_sql, target_relation) -%}\n\n    with snapshot_query as (\n\n        {{ source_sql }}\n\n    ),\n\n    snapshotted_data as (\n\n        select *,\n            {{ strategy.unique_key }} as dbt_unique_key\n\n        from {{ target_relation }}\n        where dbt_valid_to is null\n\n    ),\n\n    insertions_source_data as (\n\n        select\n            *,\n            {{ strategy.unique_key }} as dbt_unique_key,\n            {{ strategy.updated_at }} as dbt_updated_at,\n            {{ strategy.updated_at }} as dbt_valid_from,\n            nullif({{ strategy.updated_at }}, {{ strategy.updated_at }}) as dbt_valid_to,\n            {{ strategy.scd_id }} as dbt_scd_id\n\n        from snapshot_query\n    ),\n\n    updates_source_data as (\n\n        select\n            *,\n            {{ strategy.unique_key }} as dbt_unique_key,\n            {{ strategy.updated_at }} as dbt_updated_at,\n            {{ strategy.updated_at }} as dbt_valid_from,\n            {{ strategy.updated_at }} as dbt_valid_to\n\n        from snapshot_query\n    ),\n\n    {%- if strategy.invalidate_hard_deletes %}\n\n    deletes_source_data as (\n\n        select\n            *,\n            {{ strategy.unique_key }} as dbt_unique_key\n        from snapshot_query\n    ),\n    {% endif %}\n\n    insertions as (\n\n        select\n            'insert' as dbt_change_type,\n            source_data.*\n\n        from insertions_source_data as source_data\n        left outer join snapshotted_data on snapshotted_data.dbt_unique_key = source_data.dbt_unique_key\n        where snapshotted_data.dbt_unique_key is null\n           or (\n                snapshotted_data.dbt_unique_key is not null\n            and (\n                {{ strategy.row_changed }}\n            )\n        )\n\n    ),\n\n    updates as (\n\n        select\n            'update' as dbt_change_type,\n            source_data.*,\n            snapshotted_data.dbt_scd_id\n\n        from updates_source_data as source_data\n        join snapshotted_data on snapshotted_data.dbt_unique_key = source_data.dbt_unique_key\n        where (\n            {{ strategy.row_changed }}\n        )\n    )\n\n    {%- if strategy.invalidate_hard_deletes -%}\n    ,\n\n    deletes as (\n\n        select\n            'delete' as dbt_change_type,\n            source_data.*,\n            {{ snapshot_get_time() }} as dbt_valid_from,\n            {{ snapshot_get_time() }} as dbt_updated_at,\n            {{ snapshot_get_time() }} as dbt_valid_to,\n            snapshotted_data.dbt_scd_id\n\n        from snapshotted_data\n        left join deletes_source_data as source_data on snapshotted_data.dbt_unique_key = source_data.dbt_unique_key\n        where source_data.dbt_unique_key is null\n    )\n    {%- endif %}\n\n    select * from insertions\n    union all\n    select * from updates\n    {%- if strategy.invalidate_hard_deletes %}\n    union all\n    select * from deletes\n    {%- endif %}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.snapshot_get_time"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721062052.801636, "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": 1721062052.801761, "supported_languages": null}, "macro.dbt.default__build_snapshot_table": {"name": "default__build_snapshot_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.default__build_snapshot_table", "macro_sql": "{% macro default__build_snapshot_table(strategy, sql) %}\n\n    select *,\n        {{ strategy.scd_id }} as dbt_scd_id,\n        {{ strategy.updated_at }} as dbt_updated_at,\n        {{ strategy.updated_at }} as dbt_valid_from,\n        nullif({{ strategy.updated_at }}, {{ strategy.updated_at }}) as dbt_valid_to\n    from (\n        {{ sql }}\n    ) sbq\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721062052.8019252, "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": 1721062052.8022022, "supported_languages": null}, "macro.dbt.materialization_snapshot_default": {"name": "materialization_snapshot_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/snapshot.sql", "original_file_path": "macros/materializations/snapshots/snapshot.sql", "unique_id": "macro.dbt.materialization_snapshot_default", "macro_sql": "{% materialization snapshot, default %}\n  {%- set config = model['config'] -%}\n\n  {%- set target_table = model.get('alias', model.get('name')) -%}\n\n  {%- set strategy_name = config.get('strategy') -%}\n  {%- set unique_key = config.get('unique_key') %}\n  -- grab current tables grants config for comparision later on\n  {%- set grant_config = config.get('grants') -%}\n\n  {% set target_relation_exists, target_relation = get_or_create_relation(\n          database=model.database,\n          schema=model.schema,\n          identifier=target_table,\n          type='table') -%}\n\n  {%- if not target_relation.is_table -%}\n    {% do exceptions.relation_wrong_type(target_relation, 'table') %}\n  {%- endif -%}\n\n\n  {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n  {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n  {% set strategy_macro = strategy_dispatch(strategy_name) %}\n  {% set strategy = strategy_macro(model, \"snapshotted_data\", \"source_data\", config, target_relation_exists) %}\n\n  {% if not target_relation_exists %}\n\n      {% set build_sql = build_snapshot_table(strategy, model['compiled_code']) %}\n      {% set final_sql = create_table_as(False, target_relation, build_sql) %}\n\n  {% else %}\n\n      {{ adapter.valid_snapshot_target(target_relation) }}\n\n      {% set staging_table = build_snapshot_staging_table(strategy, sql, target_relation) %}\n\n      -- this may no-op if the database does not require column expansion\n      {% do adapter.expand_target_column_types(from_relation=staging_table,\n                                               to_relation=target_relation) %}\n\n      {% set missing_columns = adapter.get_missing_columns(staging_table, target_relation)\n                                   | rejectattr('name', 'equalto', 'dbt_change_type')\n                                   | rejectattr('name', 'equalto', 'DBT_CHANGE_TYPE')\n                                   | rejectattr('name', 'equalto', 'dbt_unique_key')\n                                   | rejectattr('name', 'equalto', 'DBT_UNIQUE_KEY')\n                                   | list %}\n\n      {% do create_columns(target_relation, missing_columns) %}\n\n      {% set source_columns = adapter.get_columns_in_relation(staging_table)\n                                   | rejectattr('name', 'equalto', 'dbt_change_type')\n                                   | rejectattr('name', 'equalto', 'DBT_CHANGE_TYPE')\n                                   | rejectattr('name', 'equalto', 'dbt_unique_key')\n                                   | rejectattr('name', 'equalto', 'DBT_UNIQUE_KEY')\n                                   | list %}\n\n      {% set quoted_source_columns = [] %}\n      {% for column in source_columns %}\n        {% do quoted_source_columns.append(adapter.quote(column.name)) %}\n      {% endfor %}\n\n      {% set final_sql = snapshot_merge_sql(\n            target = target_relation,\n            source = staging_table,\n            insert_cols = quoted_source_columns\n         )\n      %}\n\n  {% endif %}\n\n  {% call statement('main') %}\n      {{ final_sql }}\n  {% endcall %}\n\n  {% set should_revoke = should_revoke(target_relation_exists, full_refresh_mode=False) %}\n  {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n  {% do persist_docs(target_relation, model) %}\n\n  {% if not target_relation_exists %}\n    {% do create_indexes(target_relation) %}\n  {% endif %}\n\n  {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n  {{ adapter.commit() }}\n\n  {% if staging_table is defined %}\n      {% do post_snapshot(staging_table) %}\n  {% endif %}\n\n  {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n  {{ return({'relations': [target_relation]}) }}\n\n{% endmaterialization %}", "depends_on": {"macros": ["macro.dbt.get_or_create_relation", "macro.dbt.run_hooks", "macro.dbt.strategy_dispatch", "macro.dbt.build_snapshot_table", "macro.dbt.create_table_as", "macro.dbt.build_snapshot_staging_table", "macro.dbt.create_columns", "macro.dbt.snapshot_merge_sql", "macro.dbt.statement", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs", "macro.dbt.create_indexes", "macro.dbt.post_snapshot"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721062052.806197, "supported_languages": ["sql"]}, "macro.dbt.materialization_test_default": {"name": "materialization_test_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/tests/test.sql", "original_file_path": "macros/materializations/tests/test.sql", "unique_id": "macro.dbt.materialization_test_default", "macro_sql": "{%- materialization test, default -%}\n\n  {% set relations = [] %}\n\n  {% if should_store_failures() %}\n\n    {% set identifier = model['alias'] %}\n    {% set old_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) %}\n\n    {% set store_failures_as = config.get('store_failures_as') %}\n    -- if `--store-failures` is invoked via command line and `store_failures_as` is not set,\n    -- config.get('store_failures_as', 'table') returns None, not 'table'\n    {% if store_failures_as == none %}{% set store_failures_as = 'table' %}{% endif %}\n    {% if store_failures_as not in ['table', 'view'] %}\n        {{ exceptions.raise_compiler_error(\n            \"'\" ~ store_failures_as ~ \"' is not a valid value for `store_failures_as`. \"\n            \"Accepted values are: ['ephemeral', 'table', 'view']\"\n        ) }}\n    {% endif %}\n\n    {% set target_relation = api.Relation.create(\n        identifier=identifier, schema=schema, database=database, type=store_failures_as) -%} %}\n\n    {% if old_relation %}\n        {% do adapter.drop_relation(old_relation) %}\n    {% endif %}\n\n    {% call statement(auto_begin=True) %}\n        {{ get_create_sql(target_relation, sql) }}\n    {% endcall %}\n\n    {% do relations.append(target_relation) %}\n\n    {% set main_sql %}\n        select *\n        from {{ target_relation }}\n    {% endset %}\n\n    {{ adapter.commit() }}\n\n  {% else %}\n\n      {% set main_sql = sql %}\n\n  {% endif %}\n\n  {% set limit = config.get('limit') %}\n  {% set fail_calc = config.get('fail_calc') %}\n  {% set warn_if = config.get('warn_if') %}\n  {% set error_if = config.get('error_if') %}\n\n  {% call statement('main', fetch_result=True) -%}\n\n    {{ get_test_sql(main_sql, fail_calc, warn_if, error_if, limit)}}\n\n  {%- endcall %}\n\n  {{ return({'relations': relations}) }}\n\n{%- endmaterialization -%}", "depends_on": {"macros": ["macro.dbt.should_store_failures", "macro.dbt.statement", "macro.dbt.get_create_sql", "macro.dbt.get_test_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721062052.8079948, "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": 1721062052.808287, "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": 1721062052.8084962, "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": 1721062052.808738, "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": 1721062052.8089879, "supported_languages": null}, "macro.dbt.materialization_materialized_view_default": {"name": "materialization_materialized_view_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/materialized_view.sql", "original_file_path": "macros/materializations/models/materialized_view.sql", "unique_id": "macro.dbt.materialization_materialized_view_default", "macro_sql": "{% materialization materialized_view, default %}\n    {% set existing_relation = load_cached_relation(this) %}\n    {% set target_relation = this.incorporate(type=this.MaterializedView) %}\n    {% set intermediate_relation = make_intermediate_relation(target_relation) %}\n    {% set backup_relation_type = target_relation.MaterializedView if existing_relation is none else existing_relation.type %}\n    {% set backup_relation = make_backup_relation(target_relation, backup_relation_type) %}\n\n    {{ materialized_view_setup(backup_relation, intermediate_relation, pre_hooks) }}\n\n        {% set build_sql = materialized_view_get_build_sql(existing_relation, target_relation, backup_relation, intermediate_relation) %}\n\n        {% if build_sql == '' %}\n            {{ materialized_view_execute_no_op(target_relation) }}\n        {% else %}\n            {{ materialized_view_execute_build_sql(build_sql, existing_relation, target_relation, post_hooks) }}\n        {% endif %}\n\n    {{ materialized_view_teardown(backup_relation, intermediate_relation, post_hooks) }}\n\n    {{ return({'relations': [target_relation]}) }}\n\n{% endmaterialization %}", "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.make_intermediate_relation", "macro.dbt.make_backup_relation", "macro.dbt.materialized_view_setup", "macro.dbt.materialized_view_get_build_sql", "macro.dbt.materialized_view_execute_no_op", "macro.dbt.materialized_view_execute_build_sql", "macro.dbt.materialized_view_teardown"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721062052.812444, "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": 1721062052.8127282, "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": 1721062052.812932, "supported_languages": null}, "macro.dbt.materialized_view_get_build_sql": {"name": "materialized_view_get_build_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/materialized_view.sql", "original_file_path": "macros/materializations/models/materialized_view.sql", "unique_id": "macro.dbt.materialized_view_get_build_sql", "macro_sql": "{% macro materialized_view_get_build_sql(existing_relation, target_relation, backup_relation, intermediate_relation) %}\n\n    {% set full_refresh_mode = should_full_refresh() %}\n\n    -- determine the scenario we're in: create, full_refresh, alter, refresh data\n    {% if existing_relation is none %}\n        {% set build_sql = get_create_materialized_view_as_sql(target_relation, sql) %}\n    {% elif full_refresh_mode or not existing_relation.is_materialized_view %}\n        {% set build_sql = get_replace_sql(existing_relation, target_relation, sql) %}\n    {% else %}\n\n        -- get config options\n        {% set on_configuration_change = config.get('on_configuration_change') %}\n        {% set configuration_changes = get_materialized_view_configuration_changes(existing_relation, config) %}\n\n        {% if configuration_changes is none %}\n            {% set build_sql = refresh_materialized_view(target_relation) %}\n\n        {% elif on_configuration_change == 'apply' %}\n            {% set build_sql = get_alter_materialized_view_as_sql(target_relation, configuration_changes, sql, existing_relation, backup_relation, intermediate_relation) %}\n        {% elif on_configuration_change == 'continue' %}\n            {% set build_sql = '' %}\n            {{ exceptions.warn(\"Configuration changes were identified and `on_configuration_change` was set to `continue` for `\" ~ target_relation ~ \"`\") }}\n        {% elif on_configuration_change == 'fail' %}\n            {{ exceptions.raise_fail_fast_error(\"Configuration changes were identified and `on_configuration_change` was set to `fail` for `\" ~ target_relation ~ \"`\") }}\n\n        {% else %}\n            -- this only happens if the user provides a value other than `apply`, 'skip', 'fail'\n            {{ exceptions.raise_compiler_error(\"Unexpected configuration scenario\") }}\n\n        {% endif %}\n\n    {% endif %}\n\n    {% do return(build_sql) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.should_full_refresh", "macro.dbt.get_create_materialized_view_as_sql", "macro.dbt.get_replace_sql", "macro.dbt.get_materialized_view_configuration_changes", "macro.dbt.refresh_materialized_view", "macro.dbt.get_alter_materialized_view_as_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721062052.813783, "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": 1721062052.8139331, "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": 1721062052.814344, "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": 1721062052.8163252, "supported_languages": ["sql"]}, "macro.dbt.materialization_table_default": {"name": "materialization_table_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/table.sql", "original_file_path": "macros/materializations/models/table.sql", "unique_id": "macro.dbt.materialization_table_default", "macro_sql": "{% materialization table, default %}\n\n  {%- set existing_relation = load_cached_relation(this) -%}\n  {%- set target_relation = this.incorporate(type='table') %}\n  {%- set intermediate_relation =  make_intermediate_relation(target_relation) -%}\n  -- the intermediate_relation should not already exist in the database; get_relation\n  -- will return None in that case. Otherwise, we get a relation that we can drop\n  -- later, before we try to use this name for the current operation\n  {%- set preexisting_intermediate_relation = load_cached_relation(intermediate_relation) -%}\n  /*\n      See ../view/view.sql for more information about this relation.\n  */\n  {%- set backup_relation_type = 'table' if existing_relation is none else existing_relation.type -%}\n  {%- set backup_relation = make_backup_relation(target_relation, backup_relation_type) -%}\n  -- as above, the backup_relation should not already exist\n  {%- set preexisting_backup_relation = load_cached_relation(backup_relation) -%}\n  -- grab current tables grants config for comparision later on\n  {% set grant_config = config.get('grants') %}\n\n  -- drop the temp relations if they exist already in the database\n  {{ drop_relation_if_exists(preexisting_intermediate_relation) }}\n  {{ drop_relation_if_exists(preexisting_backup_relation) }}\n\n  {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n  -- `BEGIN` happens here:\n  {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n  -- build model\n  {% call statement('main') -%}\n    {{ get_create_table_as_sql(False, intermediate_relation, sql) }}\n  {%- endcall %}\n\n  -- cleanup\n  {% if existing_relation is not none %}\n     /* Do the equivalent of rename_if_exists. 'existing_relation' could have been dropped\n        since the variable was first set. */\n    {% set existing_relation = load_cached_relation(existing_relation) %}\n    {% if existing_relation is not none %}\n        {{ adapter.rename_relation(existing_relation, backup_relation) }}\n    {% endif %}\n  {% endif %}\n\n  {{ adapter.rename_relation(intermediate_relation, target_relation) }}\n\n  {% do create_indexes(target_relation) %}\n\n  {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n  {% set should_revoke = should_revoke(existing_relation, full_refresh_mode=True) %}\n  {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n  {% do persist_docs(target_relation, model) %}\n\n  -- `COMMIT` happens here\n  {{ adapter.commit() }}\n\n  -- finally, drop the existing/backup relation after the commit\n  {{ drop_relation_if_exists(backup_relation) }}\n\n  {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n  {{ return({'relations': [target_relation]}) }}\n{% endmaterialization %}", "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.make_intermediate_relation", "macro.dbt.make_backup_relation", "macro.dbt.drop_relation_if_exists", "macro.dbt.run_hooks", "macro.dbt.statement", "macro.dbt.get_create_table_as_sql", "macro.dbt.create_indexes", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721062052.818194, "supported_languages": ["sql"]}, "macro.dbt.get_quoted_csv": {"name": "get_quoted_csv", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/column_helpers.sql", "original_file_path": "macros/materializations/models/incremental/column_helpers.sql", "unique_id": "macro.dbt.get_quoted_csv", "macro_sql": "{% macro get_quoted_csv(column_names) %}\n\n    {% set quoted = [] %}\n    {% for col in column_names -%}\n        {%- do quoted.append(adapter.quote(col)) -%}\n    {%- endfor %}\n\n    {%- set dest_cols_csv = quoted | join(', ') -%}\n    {{ return(dest_cols_csv) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721062052.8193731, "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": 1721062052.8199182, "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": 1721062052.820448, "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": 1721062052.82062, "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": 1721062052.821235, "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": 1721062052.8254862, "supported_languages": null}, "macro.dbt.default__get_merge_sql": {"name": "default__get_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "unique_id": "macro.dbt.default__get_merge_sql", "macro_sql": "{% macro default__get_merge_sql(target, source, unique_key, dest_columns, incremental_predicates=none) -%}\n    {%- set predicates = [] if incremental_predicates is none else [] + incremental_predicates -%}\n    {%- set dest_cols_csv = get_quoted_csv(dest_columns | map(attribute=\"name\")) -%}\n    {%- set merge_update_columns = config.get('merge_update_columns') -%}\n    {%- set merge_exclude_columns = config.get('merge_exclude_columns') -%}\n    {%- set update_columns = get_merge_update_columns(merge_update_columns, merge_exclude_columns, dest_columns) -%}\n    {%- set sql_header = config.get('sql_header', none) -%}\n\n    {% if unique_key %}\n        {% if unique_key is sequence and unique_key is not mapping and unique_key is not string %}\n            {% for key in unique_key %}\n                {% set this_key_match %}\n                    DBT_INTERNAL_SOURCE.{{ key }} = DBT_INTERNAL_DEST.{{ key }}\n                {% endset %}\n                {% do predicates.append(this_key_match) %}\n            {% endfor %}\n        {% else %}\n            {% set unique_key_match %}\n                DBT_INTERNAL_SOURCE.{{ unique_key }} = DBT_INTERNAL_DEST.{{ unique_key }}\n            {% endset %}\n            {% do predicates.append(unique_key_match) %}\n        {% endif %}\n    {% else %}\n        {% do predicates.append('FALSE') %}\n    {% endif %}\n\n    {{ sql_header if sql_header is not none }}\n\n    merge into {{ target }} as DBT_INTERNAL_DEST\n        using {{ source }} as DBT_INTERNAL_SOURCE\n        on {{\"(\" ~ predicates | join(\") and (\") ~ \")\"}}\n\n    {% if unique_key %}\n    when matched then update set\n        {% for column_name in update_columns -%}\n            {{ column_name }} = DBT_INTERNAL_SOURCE.{{ column_name }}\n            {%- if not loop.last %}, {%- endif %}\n        {%- endfor %}\n    {% endif %}\n\n    when not matched then insert\n        ({{ dest_cols_csv }})\n    values\n        ({{ dest_cols_csv }})\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_quoted_csv", "macro.dbt.get_merge_update_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721062052.8268049, "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": 1721062052.8270102, "supported_languages": null}, "macro.dbt.default__get_delete_insert_merge_sql": {"name": "default__get_delete_insert_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "unique_id": "macro.dbt.default__get_delete_insert_merge_sql", "macro_sql": "{% macro default__get_delete_insert_merge_sql(target, source, unique_key, dest_columns, incremental_predicates) -%}\n\n    {%- set dest_cols_csv = get_quoted_csv(dest_columns | map(attribute=\"name\")) -%}\n\n    {% if unique_key %}\n        {% if unique_key is sequence and unique_key is not string %}\n            delete from {{target }}\n            using {{ source }}\n            where (\n                {% for key in unique_key %}\n                    {{ source }}.{{ key }} = {{ target }}.{{ key }}\n                    {{ \"and \" if not loop.last}}\n                {% endfor %}\n                {% if incremental_predicates %}\n                    {% for predicate in incremental_predicates %}\n                        and {{ predicate }}\n                    {% endfor %}\n                {% endif %}\n            );\n        {% else %}\n            delete from {{ target }}\n            where (\n                {{ unique_key }}) in (\n                select ({{ unique_key }})\n                from {{ source }}\n            )\n            {%- if incremental_predicates %}\n                {% for predicate in incremental_predicates %}\n                    and {{ predicate }}\n                {% endfor %}\n            {%- endif -%};\n\n        {% endif %}\n    {% endif %}\n\n    insert into {{ target }} ({{ dest_cols_csv }})\n    (\n        select {{ dest_cols_csv }}\n        from {{ source }}\n    )\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.get_quoted_csv"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721062052.827689, "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": 1721062052.827888, "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": 1721062052.8283362, "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": 1721062052.8287911, "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": 1721062052.829368, "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": 1721062052.829535, "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": 1721062052.829657, "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": 1721062052.8298502, "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": 1721062052.8299751, "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": 1721062052.830164, "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": 1721062052.830283, "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": 1721062052.830455, "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.default__get_incremental_default_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721062052.8305779, "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": 1721062052.830676, "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": 1721062052.830863, "supported_languages": null}, "macro.dbt.materialization_incremental_default": {"name": "materialization_incremental_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/incremental.sql", "original_file_path": "macros/materializations/models/incremental/incremental.sql", "unique_id": "macro.dbt.materialization_incremental_default", "macro_sql": "{% materialization incremental, default -%}\n\n  -- relations\n  {%- set existing_relation = load_cached_relation(this) -%}\n  {%- set target_relation = this.incorporate(type='table') -%}\n  {%- set temp_relation = make_temp_relation(target_relation)-%}\n  {%- set intermediate_relation = make_intermediate_relation(target_relation)-%}\n  {%- set backup_relation_type = 'table' if existing_relation is none else existing_relation.type -%}\n  {%- set backup_relation = make_backup_relation(target_relation, backup_relation_type) -%}\n\n  -- configs\n  {%- set unique_key = config.get('unique_key') -%}\n  {%- set full_refresh_mode = (should_full_refresh()  or existing_relation.is_view) -%}\n  {%- set on_schema_change = incremental_validate_on_schema_change(config.get('on_schema_change'), default='ignore') -%}\n\n  -- the temp_ and backup_ relations should not already exist in the database; get_relation\n  -- will return None in that case. Otherwise, we get a relation that we can drop\n  -- later, before we try to use this name for the current operation. This has to happen before\n  -- BEGIN, in a separate transaction\n  {%- set preexisting_intermediate_relation = load_cached_relation(intermediate_relation)-%}\n  {%- set preexisting_backup_relation = load_cached_relation(backup_relation) -%}\n   -- grab current tables grants config for comparision later on\n  {% set grant_config = config.get('grants') %}\n  {{ drop_relation_if_exists(preexisting_intermediate_relation) }}\n  {{ drop_relation_if_exists(preexisting_backup_relation) }}\n\n  {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n  -- `BEGIN` happens here:\n  {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n  {% set to_drop = [] %}\n\n  {% if existing_relation is none %}\n      {% set build_sql = get_create_table_as_sql(False, target_relation, sql) %}\n  {% elif full_refresh_mode %}\n      {% set build_sql = get_create_table_as_sql(False, intermediate_relation, sql) %}\n      {% set need_swap = true %}\n  {% else %}\n    {% do run_query(get_create_table_as_sql(True, temp_relation, sql)) %}\n    {% do adapter.expand_target_column_types(\n             from_relation=temp_relation,\n             to_relation=target_relation) %}\n    {#-- Process schema changes. Returns dict of changes if successful. Use source columns for upserting/merging --#}\n    {% set dest_columns = process_schema_changes(on_schema_change, temp_relation, existing_relation) %}\n    {% if not dest_columns %}\n      {% set dest_columns = adapter.get_columns_in_relation(existing_relation) %}\n    {% endif %}\n\n    {#-- Get the incremental_strategy, the macro to use for the strategy, and build the sql --#}\n    {% set incremental_strategy = config.get('incremental_strategy') or 'default' %}\n    {% set incremental_predicates = config.get('predicates', none) or config.get('incremental_predicates', none) %}\n    {% set strategy_sql_macro_func = adapter.get_incremental_strategy_macro(context, incremental_strategy) %}\n    {% set strategy_arg_dict = ({'target_relation': target_relation, 'temp_relation': temp_relation, 'unique_key': unique_key, 'dest_columns': dest_columns, 'incremental_predicates': incremental_predicates }) %}\n    {% set build_sql = strategy_sql_macro_func(strategy_arg_dict) %}\n\n  {% endif %}\n\n  {% call statement(\"main\") %}\n      {{ build_sql }}\n  {% endcall %}\n\n  {% if need_swap %}\n      {% do adapter.rename_relation(target_relation, backup_relation) %}\n      {% do adapter.rename_relation(intermediate_relation, target_relation) %}\n      {% do to_drop.append(backup_relation) %}\n  {% endif %}\n\n  {% set should_revoke = should_revoke(existing_relation, full_refresh_mode) %}\n  {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n  {% do persist_docs(target_relation, model) %}\n\n  {% if existing_relation is none or existing_relation.is_view or should_full_refresh() %}\n    {% do create_indexes(target_relation) %}\n  {% endif %}\n\n  {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n  -- `COMMIT` happens here\n  {% do adapter.commit() %}\n\n  {% for rel in to_drop %}\n      {% do adapter.drop_relation(rel) %}\n  {% endfor %}\n\n  {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n  {{ return({'relations': [target_relation]}) }}\n\n{%- endmaterialization %}", "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.make_temp_relation", "macro.dbt.make_intermediate_relation", "macro.dbt.make_backup_relation", "macro.dbt.should_full_refresh", "macro.dbt.incremental_validate_on_schema_change", "macro.dbt.drop_relation_if_exists", "macro.dbt.run_hooks", "macro.dbt.get_create_table_as_sql", "macro.dbt.run_query", "macro.dbt.process_schema_changes", "macro.dbt.statement", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs", "macro.dbt.create_indexes"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721062052.834432, "supported_languages": ["sql"]}, "macro.dbt.incremental_validate_on_schema_change": {"name": "incremental_validate_on_schema_change", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/on_schema_change.sql", "original_file_path": "macros/materializations/models/incremental/on_schema_change.sql", "unique_id": "macro.dbt.incremental_validate_on_schema_change", "macro_sql": "{% macro incremental_validate_on_schema_change(on_schema_change, default='ignore') %}\n\n   {% if on_schema_change not in ['sync_all_columns', 'append_new_columns', 'fail', 'ignore'] %}\n\n     {% set log_message = 'Invalid value for on_schema_change (%s) specified. Setting default value of %s.' % (on_schema_change, default) %}\n     {% do log(log_message) %}\n\n     {{ return(default) }}\n\n   {% else %}\n\n     {{ return(on_schema_change) }}\n\n   {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721062052.838332, "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": 1721062052.839148, "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": 1721062052.8399518, "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": 1721062052.8405252, "supported_languages": null}, "macro.dbt.can_clone_table": {"name": "can_clone_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/clone/can_clone_table.sql", "original_file_path": "macros/materializations/models/clone/can_clone_table.sql", "unique_id": "macro.dbt.can_clone_table", "macro_sql": "{% macro can_clone_table() %}\n    {{ return(adapter.dispatch('can_clone_table', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__can_clone_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721062052.840699, "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": 1721062052.840776, "supported_languages": null}, "macro.dbt.create_or_replace_clone": {"name": "create_or_replace_clone", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/clone/create_or_replace_clone.sql", "original_file_path": "macros/materializations/models/clone/create_or_replace_clone.sql", "unique_id": "macro.dbt.create_or_replace_clone", "macro_sql": "{% macro create_or_replace_clone(this_relation, defer_relation) %}\n    {{ return(adapter.dispatch('create_or_replace_clone', 'dbt')(this_relation, defer_relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__create_or_replace_clone"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721062052.840975, "supported_languages": null}, "macro.dbt.default__create_or_replace_clone": {"name": "default__create_or_replace_clone", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/clone/create_or_replace_clone.sql", "original_file_path": "macros/materializations/models/clone/create_or_replace_clone.sql", "unique_id": "macro.dbt.default__create_or_replace_clone", "macro_sql": "{% macro default__create_or_replace_clone(this_relation, defer_relation) %}\n    create or replace table {{ this_relation }} clone {{ defer_relation }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721062052.841059, "supported_languages": null}, "macro.dbt.materialization_clone_default": {"name": "materialization_clone_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/clone/clone.sql", "original_file_path": "macros/materializations/models/clone/clone.sql", "unique_id": "macro.dbt.materialization_clone_default", "macro_sql": "{%- materialization clone, default -%}\n\n  {%- set relations = {'relations': []} -%}\n\n  {%- if not defer_relation -%}\n      -- nothing to do\n      {{ log(\"No relation found in state manifest for \" ~ model.unique_id, info=True) }}\n      {{ return(relations) }}\n  {%- endif -%}\n\n  {%- set existing_relation = load_cached_relation(this) -%}\n\n  {%- if existing_relation and not flags.FULL_REFRESH -%}\n      -- noop!\n      {{ log(\"Relation \" ~ existing_relation ~ \" already exists\", info=True) }}\n      {{ return(relations) }}\n  {%- endif -%}\n\n  {%- set other_existing_relation = load_cached_relation(defer_relation) -%}\n\n  -- If this is a database that can do zero-copy cloning of tables, and the other relation is a table, then this will be a table\n  -- Otherwise, this will be a view\n\n  {% set can_clone_table = can_clone_table() %}\n\n  {%- if other_existing_relation and other_existing_relation.type == 'table' and can_clone_table -%}\n\n      {%- set target_relation = this.incorporate(type='table') -%}\n      {% if existing_relation is not none and not existing_relation.is_table %}\n        {{ log(\"Dropping relation \" ~ existing_relation ~ \" because it is of type \" ~ existing_relation.type) }}\n        {{ drop_relation_if_exists(existing_relation) }}\n      {% endif %}\n\n      -- as a general rule, data platforms that can clone tables can also do atomic 'create or replace'\n      {% call statement('main') %}\n          {% if target_relation and defer_relation and target_relation == defer_relation %}\n              {{ log(\"Target relation and defer relation are the same, skipping clone for relation: \" ~ target_relation) }}\n          {% else %}\n              {{ create_or_replace_clone(target_relation, defer_relation) }}\n          {% endif %}\n\n      {% endcall %}\n\n      {% set should_revoke = should_revoke(existing_relation, full_refresh_mode=True) %}\n      {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n      {% do persist_docs(target_relation, model) %}\n\n      {{ return({'relations': [target_relation]}) }}\n\n  {%- else -%}\n\n      {%- set target_relation = this.incorporate(type='view') -%}\n\n      -- reuse the view materialization\n      -- TODO: support actual dispatch for materialization macros\n      -- Tracking ticket: https://github.com/dbt-labs/dbt-core/issues/7799\n      {% set search_name = \"materialization_view_\" ~ adapter.type() %}\n      {% if not search_name in context %}\n          {% set search_name = \"materialization_view_default\" %}\n      {% endif %}\n      {% set materialization_macro = context[search_name] %}\n      {% set relations = materialization_macro() %}\n      {{ return(relations) }}\n\n  {%- endif -%}\n\n{%- endmaterialization -%}", "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.can_clone_table", "macro.dbt.drop_relation_if_exists", "macro.dbt.statement", "macro.dbt.create_or_replace_clone", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721062052.844068, "supported_languages": ["sql"]}, "macro.dbt.materialization_seed_default": {"name": "materialization_seed_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/seed.sql", "original_file_path": "macros/materializations/seeds/seed.sql", "unique_id": "macro.dbt.materialization_seed_default", "macro_sql": "{% materialization seed, default %}\n\n  {%- set identifier = model['alias'] -%}\n  {%- set full_refresh_mode = (should_full_refresh()) -%}\n\n  {%- set old_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) -%}\n\n  {%- set exists_as_table = (old_relation is not none and old_relation.is_table) -%}\n  {%- set exists_as_view = (old_relation is not none and old_relation.is_view) -%}\n\n  {%- set grant_config = config.get('grants') -%}\n  {%- set agate_table = load_agate_table() -%}\n  -- grab current tables grants config for comparison later on\n\n  {%- do store_result('agate_table', response='OK', agate_table=agate_table) -%}\n\n  {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n  -- `BEGIN` happens here:\n  {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n  -- build model\n  {% set create_table_sql = \"\" %}\n  {% if exists_as_view %}\n    {{ exceptions.raise_compiler_error(\"Cannot seed to '{}', it is a view\".format(old_relation)) }}\n  {% elif exists_as_table %}\n    {% set create_table_sql = reset_csv_table(model, full_refresh_mode, old_relation, agate_table) %}\n  {% else %}\n    {% set create_table_sql = create_csv_table(model, agate_table) %}\n  {% endif %}\n\n  {% set code = 'CREATE' if full_refresh_mode else 'INSERT' %}\n  {% set rows_affected = (agate_table.rows | length) %}\n  {% set sql = load_csv_rows(model, agate_table) %}\n\n  {% call noop_statement('main', code ~ ' ' ~ rows_affected, code, rows_affected) %}\n    {{ get_csv_sql(create_table_sql, sql) }};\n  {% endcall %}\n\n  {% set target_relation = this.incorporate(type='table') %}\n\n  {% set should_revoke = should_revoke(old_relation, full_refresh_mode) %}\n  {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n  {% do persist_docs(target_relation, model) %}\n\n  {% if full_refresh_mode or not exists_as_table %}\n    {% do create_indexes(target_relation) %}\n  {% endif %}\n\n  {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n  -- `COMMIT` happens here\n  {{ adapter.commit() }}\n\n  {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n  {{ return({'relations': [target_relation]}) }}\n\n{% endmaterialization %}", "depends_on": {"macros": ["macro.dbt.should_full_refresh", "macro.dbt.run_hooks", "macro.dbt.reset_csv_table", "macro.dbt.create_csv_table", "macro.dbt.load_csv_rows", "macro.dbt.noop_statement", "macro.dbt.get_csv_sql", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs", "macro.dbt.create_indexes"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721062052.846304, "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_bigquery.bigquery__create_csv_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721062052.849611, "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": 1721062052.8501859, "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_bigquery.bigquery__reset_csv_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721062052.850336, "supported_languages": null}, "macro.dbt.default__reset_csv_table": {"name": "default__reset_csv_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.default__reset_csv_table", "macro_sql": "{% macro default__reset_csv_table(model, full_refresh, old_relation, agate_table) %}\n    {% set sql = \"\" %}\n    {% if full_refresh %}\n        {{ adapter.drop_relation(old_relation) }}\n        {% set sql = create_csv_table(model, agate_table) %}\n    {% else %}\n        {{ adapter.truncate_relation(old_relation) }}\n        {% set sql = \"truncate table \" ~ old_relation %}\n    {% endif %}\n\n    {{ return(sql) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.create_csv_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721062052.850632, "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": 1721062052.8507578, "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": 1721062052.850842, "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": 1721062052.85093, "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": 1721062052.8510022, "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": 1721062052.851101, "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": 1721062052.851177, "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": 1721062052.85148, "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_bigquery.bigquery__load_csv_rows"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721062052.851659, "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": 1721062052.8525498, "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": 1721062052.852829, "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": 1721062052.853067, "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": 1721062052.853407, "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": 1721062052.8535712, "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": 1721062052.853754, "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": 1721062052.8540218, "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": 1721062052.854192, "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": 1721062052.854683, "supported_languages": null}, "macro.dbt.default__get_drop_sql": {"name": "default__get_drop_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/drop.sql", "original_file_path": "macros/relations/drop.sql", "unique_id": "macro.dbt.default__get_drop_sql", "macro_sql": "{%- macro default__get_drop_sql(relation) -%}\n\n    {%- if relation.is_view -%}\n        {{ drop_view(relation) }}\n\n    {%- elif relation.is_table -%}\n        {{ drop_table(relation) }}\n\n    {%- elif relation.is_materialized_view -%}\n        {{ drop_materialized_view(relation) }}\n\n    {%- else -%}\n        drop {{ relation.type }} if exists {{ relation }} cascade\n\n    {%- endif -%}\n\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.drop_view", "macro.dbt.drop_table", "macro.dbt.drop_materialized_view"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721062052.854924, "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_bigquery.bigquery__drop_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721062052.855047, "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": 1721062052.8551848, "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": 1721062052.85532, "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": 1721062052.8558989, "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": 1721062052.8566668, "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": 1721062052.85693, "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": 1721062052.857099, "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": 1721062052.857316, "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": 1721062052.8574579, "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": 1721062052.8579478, "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": 1721062052.858346, "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_bigquery.bigquery__rename_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721062052.858509, "supported_languages": null}, "macro.dbt.default__rename_relation": {"name": "default__rename_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/rename.sql", "original_file_path": "macros/relations/rename.sql", "unique_id": "macro.dbt.default__rename_relation", "macro_sql": "{% macro default__rename_relation(from_relation, to_relation) -%}\n  {% set target_name = adapter.quote_as_configured(to_relation.identifier, 'identifier') %}\n  {% call statement('rename_relation') -%}\n    alter table {{ from_relation }} rename to {{ target_name }}\n  {%- endcall %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721062052.8587031, "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": 1721062052.858968, "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": 1721062052.8591459, "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": 1721062052.859468, "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": 1721062052.8598678, "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": 1721062052.860081, "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": 1721062052.860204, "supported_languages": null}, "macro.dbt.drop_materialized_view": {"name": "drop_materialized_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/drop.sql", "original_file_path": "macros/relations/materialized_view/drop.sql", "unique_id": "macro.dbt.drop_materialized_view", "macro_sql": "{% macro drop_materialized_view(relation) -%}\n    {{ return(adapter.dispatch('drop_materialized_view', 'dbt')(relation)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__drop_materialized_view"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721062052.8603919, "supported_languages": null}, "macro.dbt.default__drop_materialized_view": {"name": "default__drop_materialized_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/drop.sql", "original_file_path": "macros/relations/materialized_view/drop.sql", "unique_id": "macro.dbt.default__drop_materialized_view", "macro_sql": "{% macro default__drop_materialized_view(relation) -%}\n    drop materialized view if exists {{ relation }} cascade\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721062052.86046, "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": 1721062052.860631, "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": 1721062052.860726, "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_bigquery.bigquery__refresh_materialized_view"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721062052.86093, "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": 1721062052.861026, "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.default__get_rename_materialized_view_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721062052.861217, "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": 1721062052.86131, "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_bigquery.bigquery__get_alter_materialized_view_as_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721062052.8618062, "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": 1721062052.861946, "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_bigquery.bigquery__get_materialized_view_configuration_changes"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721062052.8621252, "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": 1721062052.8622222, "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_bigquery.bigquery__get_create_materialized_view_as_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721062052.862391, "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": 1721062052.862478, "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": 1721062052.863123, "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": 1721062052.863198, "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": 1721062052.8635619, "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": 1721062052.8636742, "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": 1721062052.863769, "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": 1721062052.864643, "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_bigquery.bigquery__format_column"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721062052.865033, "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": 1721062052.865269, "supported_languages": null}, "macro.dbt.drop_table": {"name": "drop_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/drop.sql", "original_file_path": "macros/relations/table/drop.sql", "unique_id": "macro.dbt.drop_table", "macro_sql": "{% macro drop_table(relation) -%}\n    {{ return(adapter.dispatch('drop_table', 'dbt')(relation)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__drop_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721062052.865474, "supported_languages": null}, "macro.dbt.default__drop_table": {"name": "default__drop_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/drop.sql", "original_file_path": "macros/relations/table/drop.sql", "unique_id": "macro.dbt.default__drop_table", "macro_sql": "{% macro default__drop_table(relation) -%}\n    drop table if exists {{ relation }} cascade\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721062052.865549, "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.default__get_replace_table_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721062052.865736, "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": 1721062052.865834, "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_bigquery.bigquery__get_rename_table_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721062052.866014, "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": 1721062052.866109, "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": 1721062052.866688, "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": 1721062052.866806, "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_bigquery.bigquery__create_table_as"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721062052.8670878, "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": 1721062052.867541, "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": 1721062052.867852, "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_bigquery.bigquery__get_select_subquery"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721062052.867977, "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_bigquery.bigquery__get_column_names"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721062052.868094, "supported_languages": null}, "macro.dbt.drop_view": {"name": "drop_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/drop.sql", "original_file_path": "macros/relations/view/drop.sql", "unique_id": "macro.dbt.drop_view", "macro_sql": "{% macro drop_view(relation) -%}\n    {{ return(adapter.dispatch('drop_view', 'dbt')(relation)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__drop_view"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721062052.868268, "supported_languages": null}, "macro.dbt.default__drop_view": {"name": "default__drop_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/drop.sql", "original_file_path": "macros/relations/view/drop.sql", "unique_id": "macro.dbt.default__drop_view", "macro_sql": "{% macro default__drop_view(relation) -%}\n    drop view if exists {{ relation }} cascade\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721062052.8683379, "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.default__get_replace_view_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721062052.868923, "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": 1721062052.86902, "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": 1721062052.869774, "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_bigquery.bigquery__handle_existing_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721062052.869913, "supported_languages": null}, "macro.dbt.default__handle_existing_table": {"name": "default__handle_existing_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/replace.sql", "original_file_path": "macros/relations/view/replace.sql", "unique_id": "macro.dbt.default__handle_existing_table", "macro_sql": "{% macro default__handle_existing_table(full_refresh, old_relation) %}\n    {{ log(\"Dropping relation \" ~ old_relation ~ \" because it is of type \" ~ old_relation.type) }}\n    {{ adapter.drop_relation(old_relation) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721062052.870074, "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_bigquery.bigquery__get_rename_view_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721062052.870271, "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": 1721062052.870375, "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": 1721062052.8706481, "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": 1721062052.8707578, "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_bigquery.bigquery__create_view_as"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721062052.8708868, "supported_languages": null}, "macro.dbt.default__create_view_as": {"name": "default__create_view_as", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/create.sql", "original_file_path": "macros/relations/view/create.sql", "unique_id": "macro.dbt.default__create_view_as", "macro_sql": "{% macro default__create_view_as(relation, sql) -%}\n  {%- set sql_header = config.get('sql_header', none) -%}\n\n  {{ sql_header if sql_header is not none }}\n  create view {{ relation }}\n    {% set contract_config = config.get('contract') %}\n    {% if contract_config.enforced %}\n      {{ get_assert_columns_equivalent(sql) }}\n    {%- endif %}\n  as (\n    {{ sql }}\n  );\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.get_assert_columns_equivalent"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721062052.8712199, "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": 1721062052.871448, "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": 1721062052.871634, "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": 1721062052.871867, "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": 1721062052.872253, "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": 1721062052.873177, "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": 1721062052.8735418, "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": 1721062052.87373, "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": 1721062052.87499, "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": 1721062052.875736, "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": 1721062052.876201, "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": 1721062052.876369, "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_bigquery.bigquery__except"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721062052.876527, "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": 1721062052.876579, "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": 1721062052.877177, "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": 1721062052.877592, "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": 1721062052.8777559, "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": 1721062052.878017, "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": 1721062052.878248, "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": 1721062052.878361, "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": 1721062052.878525, "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": 1721062052.878607, "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": 1721062052.87917, "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": 1721062052.8794339, "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": 1721062052.879552, "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": 1721062052.879981, "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": 1721062052.880148, "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": 1721062052.880218, "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_bigquery.bigquery__dateadd"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721062052.8804271, "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": 1721062052.880532, "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_bigquery.bigquery__intersect"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721062052.880673, "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": 1721062052.8807209, "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_bigquery.bigquery__escape_single_quotes"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721062052.880887, "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": 1721062052.8809721, "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_bigquery.bigquery__right"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721062052.88115, "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": 1721062052.881234, "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_bigquery.bigquery__listagg"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721062052.881654, "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": 1721062052.88191, "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_bigquery.bigquery__datediff"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721062052.882126, "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": 1721062052.882231, "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_bigquery.bigquery__safe_cast"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721062052.8824089, "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": 1721062052.882505, "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_bigquery.bigquery__hash"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721062052.882668, "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": 1721062052.8827908, "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": 1721062052.882957, "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": 1721062052.883064, "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.default__any_value"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721062052.883229, "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": 1721062052.883301, "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_bigquery.bigquery__position"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721062052.8835, "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": 1721062052.883598, "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": 1721062052.8837671, "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": 1721062052.8838341, "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": 1721062052.884753, "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": 1721062052.8848581, "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": 1721062052.8849669, "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": 1721062052.885076, "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": 1721062052.88521, "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": 1721062052.885303, "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": 1721062052.885408, "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": 1721062052.885524, "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": 1721062052.885628, "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": 1721062052.8857348, "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": 1721062052.885849, "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": 1721062052.885951, "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": 1721062052.886059, "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": 1721062052.8861508, "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_bigquery.bigquery__array_concat"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721062052.886336, "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": 1721062052.886421, "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_bigquery.bigquery__bool_or"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721062052.886579, "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": 1721062052.886646, "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.default__last_day"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721062052.886863, "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": 1721062052.887027, "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": 1721062052.887119, "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_bigquery.bigquery__split_part"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721062052.887459, "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": 1721062052.887566, "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": 1721062052.887709, "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_bigquery.bigquery__date_trunc"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721062052.887881, "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": 1721062052.8879669, "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_bigquery.bigquery__array_construct"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721062052.888204, "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": 1721062052.8885791, "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_bigquery.bigquery__array_append"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721062052.888764, "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": 1721062052.8888562, "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.default__create_schema"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721062052.8891032, "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": 1721062052.8892171, "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_bigquery.bigquery__drop_schema"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721062052.889318, "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": 1721062052.889432, "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_bigquery.bigquery__current_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721062052.8897521, "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": 1721062052.889845, "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.default__snapshot_get_time"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721062052.889933, "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": 1721062052.8899982, "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_bigquery.bigquery__current_timestamp_backcompat"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721062052.890107, "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": 1721062052.890155, "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.default__current_timestamp_in_utc_backcompat"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721062052.89026, "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_bigquery.bigquery__current_timestamp_backcompat"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721062052.890367, "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.default__get_create_index_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721062052.890955, "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": 1721062052.891042, "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": 1721062052.891135, "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": 1721062052.891385, "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.default__get_drop_index_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721062052.891503, "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": 1721062052.8915892, "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.default__get_show_indexes_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721062052.891683, "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": 1721062052.891758, "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.default__make_intermediate_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721062052.893135, "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": 1721062052.8932369, "supported_languages": null}, "macro.dbt.make_temp_relation": {"name": "make_temp_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.make_temp_relation", "macro_sql": "{% macro make_temp_relation(base_relation, suffix='__dbt_tmp') %}\n  {{ return(adapter.dispatch('make_temp_relation', 'dbt')(base_relation, suffix)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__make_temp_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721062052.8933709, "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": 1721062052.893617, "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.default__make_backup_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721062052.8937652, "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": 1721062052.893965, "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": 1721062052.894086, "supported_languages": null}, "macro.dbt.default__truncate_relation": {"name": "default__truncate_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.default__truncate_relation", "macro_sql": "{% macro default__truncate_relation(relation) -%}\n  {% call statement('truncate_relation') -%}\n    truncate table {{ relation }}\n  {%- endcall %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721062052.89419, "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": 1721062052.894349, "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": 1721062052.89469, "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": 1721062052.8948338, "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": 1721062052.894924, "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": 1721062052.895196, "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": 1721062052.895447, "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": 1721062052.895624, "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": 1721062052.895759, "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.default__copy_grants"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721062052.896995, "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": 1721062052.8970728, "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": 1721062052.897195, "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": 1721062052.8972712, "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": 1721062052.8974872, "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_bigquery.bigquery__get_show_grant_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721062052.897603, "supported_languages": null}, "macro.dbt.default__get_show_grant_sql": {"name": "default__get_show_grant_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__get_show_grant_sql", "macro_sql": "{% macro default__get_show_grant_sql(relation) %}\n    show grants on {{ relation }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721062052.897665, "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_bigquery.bigquery__get_grant_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721062052.897803, "supported_languages": null}, "macro.dbt.default__get_grant_sql": {"name": "default__get_grant_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__get_grant_sql", "macro_sql": "\n\n{%- macro default__get_grant_sql(relation, privilege, grantees) -%}\n    grant {{ privilege }} on {{ relation }} to {{ grantees | join(', ') }}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721062052.89792, "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_bigquery.bigquery__get_revoke_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721062052.898059, "supported_languages": null}, "macro.dbt.default__get_revoke_sql": {"name": "default__get_revoke_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__get_revoke_sql", "macro_sql": "\n\n{%- macro default__get_revoke_sql(relation, privilege, grantees) -%}\n    revoke {{ privilege }} on {{ relation }} from {{ grantees | join(', ') }}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721062052.898188, "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": 1721062052.898325, "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": 1721062052.89885, "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": 1721062052.898978, "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": 1721062052.899145, "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": 1721062052.899298, "supported_languages": null}, "macro.dbt.default__apply_grants": {"name": "default__apply_grants", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__apply_grants", "macro_sql": "{% macro default__apply_grants(relation, grant_config, should_revoke=True) %}\n    {#-- If grant_config is {} or None, this is a no-op --#}\n    {% if grant_config %}\n        {% if should_revoke %}\n            {#-- We think previous grants may have carried over --#}\n            {#-- Show current grants and calculate diffs --#}\n            {% set current_grants_table = run_query(get_show_grant_sql(relation)) %}\n            {% set current_grants_dict = adapter.standardize_grants_dict(current_grants_table) %}\n            {% set needs_granting = diff_of_two_dicts(grant_config, current_grants_dict) %}\n            {% set needs_revoking = diff_of_two_dicts(current_grants_dict, grant_config) %}\n            {% if not (needs_granting or needs_revoking) %}\n                {{ log('On ' ~ relation ~': All grants are in place, no revocation or granting needed.')}}\n            {% endif %}\n        {% else %}\n            {#-- We don't think there's any chance of previous grants having carried over. --#}\n            {#-- Jump straight to granting what the user has configured. --#}\n            {% set needs_revoking = {} %}\n            {% set needs_granting = grant_config %}\n        {% endif %}\n        {% if needs_granting or needs_revoking %}\n            {% set revoke_statement_list = get_dcl_statement_list(relation, needs_revoking, get_revoke_sql) %}\n            {% set grant_statement_list = get_dcl_statement_list(relation, needs_granting, get_grant_sql) %}\n            {% set dcl_statement_list = revoke_statement_list + grant_statement_list %}\n            {% if dcl_statement_list %}\n                {{ call_dcl_statements(dcl_statement_list) }}\n            {% endif %}\n        {% endif %}\n    {% endif %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_query", "macro.dbt.get_show_grant_sql", "macro.dbt.get_dcl_statement_list", "macro.dbt.call_dcl_statements"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721062052.900059, "supported_languages": null}, "macro.dbt.get_show_sql": {"name": "get_show_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/show.sql", "original_file_path": "macros/adapters/show.sql", "unique_id": "macro.dbt.get_show_sql", "macro_sql": "{% macro get_show_sql(compiled_code, sql_header, limit) -%}\n  {%- if sql_header -%}\n  {{ sql_header }}\n  {%- endif -%}\n  {%- if limit is not none -%}\n  {{ get_limit_subquery_sql(compiled_code, limit) }}\n  {%- else -%}\n  {{ compiled_code }}\n  {%- endif -%}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_limit_subquery_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721062052.900456, "supported_languages": null}, "macro.dbt.get_limit_subquery_sql": {"name": "get_limit_subquery_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/show.sql", "original_file_path": "macros/adapters/show.sql", "unique_id": "macro.dbt.get_limit_subquery_sql", "macro_sql": "{% macro get_limit_subquery_sql(sql, limit) %}\n  {{ adapter.dispatch('get_limit_subquery_sql', 'dbt')(sql, limit) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_limit_subquery_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721062052.900587, "supported_languages": null}, "macro.dbt.default__get_limit_subquery_sql": {"name": "default__get_limit_subquery_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/show.sql", "original_file_path": "macros/adapters/show.sql", "unique_id": "macro.dbt.default__get_limit_subquery_sql", "macro_sql": "{% macro default__get_limit_subquery_sql(sql, limit) %}\n    select *\n    from (\n        {{ sql }}\n    ) as model_limit_subq\n    limit {{ limit }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721062052.900681, "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_bigquery.bigquery__alter_column_comment"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721062052.90116, "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": 1721062052.9012759, "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.default__alter_relation_comment"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721062052.901409, "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": 1721062052.901526, "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_bigquery.bigquery__persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721062052.9017081, "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": 1721062052.9020212, "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_bigquery.bigquery__get_catalog_relations"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721062052.904149, "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": 1721062052.90431, "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_bigquery.bigquery__get_catalog"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721062052.904432, "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": 1721062052.904588, "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.default__information_schema_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721062052.904704, "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": 1721062052.9048169, "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_bigquery.bigquery__list_schemas"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721062052.904935, "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": 1721062052.9050891, "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_bigquery.bigquery__check_schema_exists"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721062052.90522, "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": 1721062052.905429, "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_bigquery.bigquery__list_relations_without_caching"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721062052.9055629, "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": 1721062052.905662, "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.default__get_relations"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721062052.9057689, "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": 1721062052.905865, "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": 1721062052.906094, "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": 1721062052.906218, "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_bigquery.bigquery__get_columns_in_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721062052.907882, "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": 1721062052.9079921, "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": 1721062052.908205, "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_bigquery.bigquery__get_empty_subquery_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721062052.908355, "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": 1721062052.9084969, "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_bigquery.bigquery__get_empty_schema_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721062052.908625, "supported_languages": null}, "macro.dbt.default__get_empty_schema_sql": {"name": "default__get_empty_schema_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.default__get_empty_schema_sql", "macro_sql": "{% macro default__get_empty_schema_sql(columns) %}\n    {%- set col_err = [] -%}\n    {%- set col_naked_numeric = [] -%}\n    select\n    {% for i in columns %}\n      {%- set col = columns[i] -%}\n      {%- if col['data_type'] is not defined -%}\n        {%- do col_err.append(col['name']) -%}\n      {#-- If this column's type is just 'numeric' then it is missing precision/scale, raise a warning --#}\n      {%- elif col['data_type'].strip().lower() in ('numeric', 'decimal', 'number') -%}\n        {%- do col_naked_numeric.append(col['name']) -%}\n      {%- endif -%}\n      {% set col_name = adapter.quote(col['name']) if col.get('quote') else col['name'] %}\n      cast(null as {{ col['data_type'] }}) as {{ col_name }}{{ \", \" if not loop.last }}\n    {%- endfor -%}\n    {%- if (col_err | length) > 0 -%}\n      {{ exceptions.column_type_missing(column_names=col_err) }}\n    {%- elif (col_naked_numeric | length) > 0 -%}\n      {{ exceptions.warn(\"Detected columns with numeric type and unspecified precision/scale, this can lead to unintended rounding: \" ~ col_naked_numeric ~ \"`\") }}\n    {%- endif -%}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721062052.90935, "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": 1721062052.909586, "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": 1721062052.909722, "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": 1721062052.909945, "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_bigquery.bigquery__alter_column_type"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721062052.91009, "supported_languages": null}, "macro.dbt.default__alter_column_type": {"name": "default__alter_column_type", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.default__alter_column_type", "macro_sql": "{% macro default__alter_column_type(relation, column_name, new_column_type) -%}\n  {#\n    1. Create a new column (w/ temp name and correct type)\n    2. Copy data over to it\n    3. Drop the existing column (cascade!)\n    4. Rename the new column to existing column\n  #}\n  {%- set tmp_column = column_name + \"__dbt_alter\" -%}\n\n  {% call statement('alter_column_type') %}\n    alter table {{ relation }} add column {{ adapter.quote(tmp_column) }} {{ new_column_type }};\n    update {{ relation }} set {{ adapter.quote(tmp_column) }} = {{ adapter.quote(column_name) }};\n    alter table {{ relation }} drop column {{ adapter.quote(column_name) }} cascade;\n    alter table {{ relation }} rename column {{ adapter.quote(tmp_column) }} to {{ adapter.quote(column_name) }}\n  {% endcall %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721062052.910474, "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": 1721062052.9106328, "supported_languages": null}, "macro.dbt.default__alter_relation_add_remove_columns": {"name": "default__alter_relation_add_remove_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.default__alter_relation_add_remove_columns", "macro_sql": "{% macro default__alter_relation_add_remove_columns(relation, add_columns, remove_columns) %}\n\n  {% if add_columns is none %}\n    {% set add_columns = [] %}\n  {% endif %}\n  {% if remove_columns is none %}\n    {% set remove_columns = [] %}\n  {% endif %}\n\n  {% set sql -%}\n\n     alter {{ relation.type }} {{ relation }}\n\n            {% for column in add_columns %}\n               add column {{ column.name }} {{ column.data_type }}{{ ',' if not loop.last }}\n            {% endfor %}{{ ',' if add_columns and remove_columns }}\n\n            {% for column in remove_columns %}\n                drop column {{ column.name }}{{ ',' if not loop.last }}\n            {% endfor %}\n\n  {%- endset -%}\n\n  {% do run_query(sql) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721062052.911138, "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_bigquery.bigquery__resolve_model_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721062052.912313, "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": 1721062052.912408, "supported_languages": null}, "macro.dbt.build_ref_function": {"name": "build_ref_function", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.build_ref_function", "macro_sql": "{% macro build_ref_function(model) %}\n\n    {%- set ref_dict = {} -%}\n    {%- for _ref in model.refs -%}\n        {% set _ref_args = [_ref.get('package'), _ref['name']] if _ref.get('package') else [_ref['name'],] %}\n        {%- set resolved = ref(*_ref_args, v=_ref.get('version')) -%}\n        {%- if _ref.get('version') -%}\n            {% do _ref_args.extend([\"v\" ~ _ref['version']]) %}\n        {%- endif -%}\n       {%- do ref_dict.update({_ref_args | join('.'): resolve_model_name(resolved)}) -%}\n    {%- endfor -%}\n\ndef ref(*args, **kwargs):\n    refs = {{ ref_dict | tojson }}\n    key = '.'.join(args)\n    version = kwargs.get(\"v\") or kwargs.get(\"version\")\n    if version:\n        key += f\".v{version}\"\n    dbt_load_df_function = kwargs.get(\"dbt_load_df_function\")\n    return dbt_load_df_function(refs[key])\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.resolve_model_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721062052.9129028, "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": 1721062052.9131572, "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": 1721062052.913513, "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": 1721062052.913814, "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": 1721062052.913862, "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_bigquery.bigquery__test_unique"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721062052.914204, "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": 1721062052.9143622, "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": 1721062052.914538, "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": 1721062052.914708, "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": 1721062052.914937, "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": 1721062052.915329, "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": 1721062052.915639, "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": 1721062052.91604, "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": 1721062052.916241, "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": 1721062052.916437, "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": 1721062052.917166, "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": 1721062052.9178061, "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": 1721062052.918371, "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": 1721062052.919093, "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": 1721062052.919574, "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": 1721062052.919787, "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": 1721062052.9202812, "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": 1721062052.9208372, "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": 1721062052.921139, "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": 1721062052.921424, "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": 1721062052.921854, "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": 1721062052.922157, "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": 1721062052.922519, "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": 1721062052.9227881, "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": 1721062052.9232352, "supported_languages": null}, "macro.dbt_utils.default__test_at_least_one": {"name": "default__test_at_least_one", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/at_least_one.sql", "original_file_path": "macros/generic_tests/at_least_one.sql", "unique_id": "macro.dbt_utils.default__test_at_least_one", "macro_sql": "{% macro default__test_at_least_one(model, column_name, group_by_columns) %}\n\n{% set pruned_cols = [column_name] %}\n\n{% if group_by_columns|length() > 0 %}\n\n  {% set select_gb_cols = group_by_columns|join(' ,') + ', ' %}\n  {% set groupby_gb_cols = 'group by ' + group_by_columns|join(',') %}\n  {% set pruned_cols = group_by_columns %}\n\n  {% if column_name not in pruned_cols %}\n    {% do pruned_cols.append(column_name) %}\n  {% endif %}\n\n{% endif %}\n\n{% set select_pruned_cols = pruned_cols|join(' ,') %}\n\nselect *\nfrom (\n    with pruned_rows as (\n      select\n        {{ select_pruned_cols }}\n      from {{ model }}\n      where {{ column_name }} is not null\n      limit 1\n    )\n    select\n        {# In TSQL, subquery aggregate columns need aliases #}\n        {# thus: a filler col name, 'filler_column' #}\n      {{select_gb_cols}}\n      count({{ column_name }}) as filler_column\n\n    from pruned_rows\n\n    {{groupby_gb_cols}}\n\n    having count({{ column_name }}) = 0\n\n) validation_errors\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721062052.9237618, "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": 1721062052.924203, "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": 1721062052.924607, "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": 1721062052.9249961, "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": 1721062052.925355, "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": 1721062052.9256241, "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": 1721062052.925955, "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": 1721062052.926466, "supported_languages": null}, "macro.dbt_utils.default__test_not_null_proportion": {"name": "default__test_not_null_proportion", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_null_proportion.sql", "original_file_path": "macros/generic_tests/not_null_proportion.sql", "unique_id": "macro.dbt_utils.default__test_not_null_proportion", "macro_sql": "{% macro default__test_not_null_proportion(model, group_by_columns) %}\n\n{% set column_name = kwargs.get('column_name', kwargs.get('arg')) %}\n{% set at_least = kwargs.get('at_least', kwargs.get('arg')) %}\n{% set at_most = kwargs.get('at_most', kwargs.get('arg', 1)) %}\n\n{% if group_by_columns|length() > 0 %}\n  {% set select_gb_cols = group_by_columns|join(' ,') + ', ' %}\n  {% set groupby_gb_cols = 'group by ' + group_by_columns|join(',') %}\n{% endif %}\n\nwith validation as (\n  select\n    {{select_gb_cols}}\n    sum(case when {{ column_name }} is null then 0 else 1 end) / cast(count(*) as numeric) as not_null_proportion\n  from {{ model }}\n  {{groupby_gb_cols}}\n),\nvalidation_errors as (\n  select\n    {{select_gb_cols}}\n    not_null_proportion\n  from validation\n  where not_null_proportion < {{ at_least }} or not_null_proportion > {{ at_most }}\n)\nselect\n  *\nfrom validation_errors\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721062052.927076, "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": 1721062052.9278662, "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": 1721062052.928472, "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": 1721062052.929754, "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": 1721062052.9323268, "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": 1721062052.932694, "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": 1721062052.932899, "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": 1721062052.9353101, "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": 1721062052.936321, "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": 1721062052.9365098, "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": 1721062052.936624, "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": 1721062052.9369311, "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": 1721062052.937116, "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": 1721062052.937241, "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": 1721062052.937396, "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": 1721062052.937502, "supported_languages": null}, "macro.dbt_utils.slugify": {"name": "slugify", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/slugify.sql", "original_file_path": "macros/jinja_helpers/slugify.sql", "unique_id": "macro.dbt_utils.slugify", "macro_sql": "{% macro slugify(string) %}\n\n{#- Lower case the string -#}\n{% set string = string | lower %}\n{#- Replace spaces and dashes with underscores -#}\n{% set string = modules.re.sub('[ -]+', '_', string) %}\n{#- Only take letters, numbers, and underscores -#}\n{% set string = modules.re.sub('[^a-z0-9_]+', '', string) %}\n{#- Prepends \"_\" if string begins with a number -#}\n{% set string = modules.re.sub('^[0-9]', '_' + string[0], string) %}\n\n{{ return(string) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721062052.937898, "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": 1721062052.938427, "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": 1721062052.938876, "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": 1721062052.939239, "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": 1721062052.939382, "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": 1721062052.939611, "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": 1721062052.939855, "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": 1721062052.940199, "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": 1721062052.940403, "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": 1721062052.940696, "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": 1721062052.941136, "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": 1721062052.941664, "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": 1721062052.942264, "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": 1721062052.942524, "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": 1721062052.942643, "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": 1721062052.94297, "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": 1721062052.943394, "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": 1721062052.943917, "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": 1721062052.944183, "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": 1721062052.944372, "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": 1721062052.945195, "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": 1721062052.946121, "supported_languages": null}, "macro.dbt_utils.unpivot": {"name": "unpivot", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/unpivot.sql", "original_file_path": "macros/sql/unpivot.sql", "unique_id": "macro.dbt_utils.unpivot", "macro_sql": "{% macro unpivot(relation=none, cast_to='varchar', exclude=none, remove=none, field_name='field_name', value_name='value') -%}\n    {{ return(adapter.dispatch('unpivot', 'dbt_utils')(relation, cast_to, exclude, remove, field_name, value_name)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__unpivot"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721062052.947017, "supported_languages": null}, "macro.dbt_utils.default__unpivot": {"name": "default__unpivot", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/unpivot.sql", "original_file_path": "macros/sql/unpivot.sql", "unique_id": "macro.dbt_utils.default__unpivot", "macro_sql": "{% macro default__unpivot(relation=none, cast_to='varchar', exclude=none, remove=none, field_name='field_name', value_name='value') -%}\n\n    {% if not relation %}\n        {{ exceptions.raise_compiler_error(\"Error: argument `relation` is required for `unpivot` macro.\") }}\n    {% endif %}\n\n  {%- set exclude = exclude if exclude is not none else [] %}\n  {%- set remove = remove if remove is not none else [] %}\n\n  {%- set include_cols = [] %}\n\n  {%- set table_columns = {} %}\n\n  {%- do table_columns.update({relation: []}) %}\n\n  {%- do dbt_utils._is_relation(relation, 'unpivot') -%}\n  {%- do dbt_utils._is_ephemeral(relation, 'unpivot') -%}\n  {%- set cols = adapter.get_columns_in_relation(relation) %}\n\n  {%- for col in cols -%}\n    {%- if col.column.lower() not in remove|map('lower') and col.column.lower() not in exclude|map('lower') -%}\n      {% do include_cols.append(col) %}\n    {%- endif %}\n  {%- endfor %}\n\n\n  {%- for col in include_cols -%}\n    select\n      {%- for exclude_col in exclude %}\n        {{ exclude_col }},\n      {%- endfor %}\n\n      cast('{{ col.column }}' as {{ dbt.type_string() }}) as {{ field_name }},\n      cast(  {% if col.data_type == 'boolean' %}\n           {{ dbt.cast_bool_to_text(col.column) }}\n             {% else %}\n           {{ col.column }}\n             {% endif %}\n           as {{ cast_to }}) as {{ value_name }}\n\n    from {{ relation }}\n\n    {% if not loop.last -%}\n      union all\n    {% endif -%}\n  {%- endfor -%}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils._is_relation", "macro.dbt_utils._is_ephemeral", "macro.dbt.type_string", "macro.dbt.cast_bool_to_text"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721062052.948032, "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": 1721062052.9482172, "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": 1721062052.948301, "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": 1721062052.950401, "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": 1721062052.9525812, "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": 1721062052.9527721, "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": 1721062052.952938, "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.bigquery__deduplicate"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721062052.953578, "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": 1721062052.9537191, "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": 1721062052.953824, "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": 1721062052.953939, "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": 1721062052.954043, "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": 1721062052.954149, "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": 1721062052.954258, "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": 1721062052.954506, "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": 1721062052.954655, "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": 1721062052.954896, "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": 1721062052.955229, "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": 1721062052.955443, "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": 1721062052.9556491, "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.bigquery__get_tables_by_pattern_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721062052.957834, "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": 1721062052.9581, "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": 1721062052.95855, "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": 1721062052.959029, "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": 1721062052.9593668, "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": 1721062052.9601622, "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": 1721062052.9612648, "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": 1721062052.9620109, "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": 1721062052.962535, "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": 1721062052.962856, "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": 1721062052.963321, "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": 1721062052.963857, "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": 1721062052.9641888, "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": 1721062052.964308, "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": 1721062052.9645572, "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": 1721062052.9649532, "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": 1721062052.9652832, "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": 1721062052.965704, "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.default__get_table_types_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721062052.966054, "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": 1721062052.966152, "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": 1721062052.966252, "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": 1721062052.9663439, "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": 1721062052.966686, "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": 1721062052.967179, "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": 1721062052.967953, "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.bigquery__haversine_distance"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721062052.968132, "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": 1721062052.96854, "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": 1721062052.9690611, "supported_languages": null}, "macro.twilio_source.get_call_columns": {"name": "get_call_columns", "resource_type": "macro", "package_name": "twilio_source", "path": "macros/get_call_columns.sql", "original_file_path": "macros/get_call_columns.sql", "unique_id": "macro.twilio_source.get_call_columns", "macro_sql": "{% macro get_call_columns() %}\n\n{% set columns = [\n    {\"name\": \"_fivetran_synced\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"account_id\", \"datatype\": dbt.type_string()},\n    {\"name\": \"annotation\", \"datatype\": dbt.type_string()},\n    {\"name\": \"answered_by\", \"datatype\": dbt.type_string()},\n    {\"name\": \"caller_name\", \"datatype\": dbt.type_string()},\n    {\"name\": \"created_at\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"direction\", \"datatype\": dbt.type_string()},\n    {\"name\": \"duration\", \"datatype\": dbt.type_string()},\n    {\"name\": \"end_time\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"forwarded_from\", \"datatype\": dbt.type_string()},\n    {\"name\": \"from_formatted\", \"datatype\": dbt.type_string()},\n    {\"name\": \"group_id\", \"datatype\": dbt.type_string()},\n    {\"name\": \"id\", \"datatype\": dbt.type_string()},\n    {\"name\": \"outgoing_caller_id\", \"datatype\": dbt.type_string()},\n    {\"name\": \"parent_call_id\", \"datatype\": dbt.type_string()},\n    {\"name\": \"price\", \"datatype\": dbt.type_string()},\n    {\"name\": \"price_unit\", \"datatype\": dbt.type_string()},\n    {\"name\": \"queue_time\", \"datatype\": dbt.type_string()},\n    {\"name\": \"start_time\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"status\", \"datatype\": dbt.type_string()},\n    {\"name\": \"to_formatted\", \"datatype\": dbt.type_string()},\n    {\"name\": \"trunk_id\", \"datatype\": dbt.type_string()},\n    {\"name\": \"updated_at\", \"datatype\": dbt.type_timestamp()},\n] %}\n\n{% if target.type == 'snowflake' %}\n    {{ columns.append({\"name\": \"FROM\", \"datatype\": dbt.type_string(), \"quote\": True, \"alias\": \"call_from\"}) }}\n    {{ columns.append({\"name\": \"TO\", \"datatype\": dbt.type_string(), \"quote\": True, \"alias\": \"call_to\"}) }}\n    {% else %}\n    {{ columns.append({\"name\": \"from\", \"datatype\": dbt.type_string(), \"quote\": True, \"alias\": \"call_from\"}) }}\n    {{ columns.append({\"name\": \"to\", \"datatype\": dbt.type_string(), \"quote\": True, \"alias\": \"call_to\"}) }}\n{% endif %}\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": 1721062052.9714482, "supported_languages": null}, "macro.twilio_source.get_outgoing_caller_id_columns": {"name": "get_outgoing_caller_id_columns", "resource_type": "macro", "package_name": "twilio_source", "path": "macros/get_outgoing_caller_id_columns.sql", "original_file_path": "macros/get_outgoing_caller_id_columns.sql", "unique_id": "macro.twilio_source.get_outgoing_caller_id_columns", "macro_sql": "{% macro get_outgoing_caller_id_columns() %}\n\n{% set columns = [\n    {\"name\": \"_fivetran_synced\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"created_at\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"friendly_name\", \"datatype\": dbt.type_string()},\n    {\"name\": \"id\", \"datatype\": dbt.type_string()},\n    {\"name\": \"phone_number\", \"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_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721062052.971982, "supported_languages": null}, "macro.twilio_source.get_messaging_service_columns": {"name": "get_messaging_service_columns", "resource_type": "macro", "package_name": "twilio_source", "path": "macros/get_messaging_service_columns.sql", "original_file_path": "macros/get_messaging_service_columns.sql", "unique_id": "macro.twilio_source.get_messaging_service_columns", "macro_sql": "{% macro get_messaging_service_columns() %}\n\n{% set columns = [\n    {\"name\": \"_fivetran_deleted\", \"datatype\": \"boolean\"},\n    {\"name\": \"_fivetran_synced\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"account_id\", \"datatype\": dbt.type_string()},\n    {\"name\": \"area_code_geomatch\", \"datatype\": \"boolean\"},\n    {\"name\": \"created_at\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"fallback_method\", \"datatype\": dbt.type_string()},\n    {\"name\": \"fallback_to_long_code\", \"datatype\": \"boolean\"},\n    {\"name\": \"fallback_url\", \"datatype\": dbt.type_string()},\n    {\"name\": \"friendly_name\", \"datatype\": dbt.type_string()},\n    {\"name\": \"id\", \"datatype\": dbt.type_string()},\n    {\"name\": \"inbound_method\", \"datatype\": dbt.type_string()},\n    {\"name\": \"inbound_request_url\", \"datatype\": dbt.type_string()},\n    {\"name\": \"mms_converter\", \"datatype\": \"boolean\"},\n    {\"name\": \"scan_message_content\", \"datatype\": dbt.type_string()},\n    {\"name\": \"smart_encoding\", \"datatype\": \"boolean\"},\n    {\"name\": \"status_callback\", \"datatype\": dbt.type_string()},\n    {\"name\": \"sticky_sender\", \"datatype\": \"boolean\"},\n    {\"name\": \"synchronous_validation\", \"datatype\": \"boolean\"},\n    {\"name\": \"updated_at\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"us_app_to_person_registered\", \"datatype\": \"boolean\"},\n    {\"name\": \"use_inbound_webhook_on_number\", \"datatype\": \"boolean\"},\n    {\"name\": \"usecase\", \"datatype\": dbt.type_string()},\n    {\"name\": \"validity_period\", \"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": 1721062052.973568, "supported_languages": null}, "macro.twilio_source.remove_non_numeric_chars": {"name": "remove_non_numeric_chars", "resource_type": "macro", "package_name": "twilio_source", "path": "macros/remove_non_numeric_chars.sql", "original_file_path": "macros/remove_non_numeric_chars.sql", "unique_id": "macro.twilio_source.remove_non_numeric_chars", "macro_sql": "{% macro remove_non_numeric_chars(column) %}\n    {{ return(adapter.dispatch('remove_non_numeric_chars') (column)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.twilio_source.bigquery__remove_non_numeric_chars"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721062052.973877, "supported_languages": null}, "macro.twilio_source.default__remove_non_numeric_chars": {"name": "default__remove_non_numeric_chars", "resource_type": "macro", "package_name": "twilio_source", "path": "macros/remove_non_numeric_chars.sql", "original_file_path": "macros/remove_non_numeric_chars.sql", "unique_id": "macro.twilio_source.default__remove_non_numeric_chars", "macro_sql": "{% macro default__remove_non_numeric_chars(column) %}\n    REGEXP_REPLACE(cast ({{ column }} as {{ dbt.type_string() }}), '[^0-9.-]', '')\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721062052.9739661, "supported_languages": null}, "macro.twilio_source.bigquery__remove_non_numeric_chars": {"name": "bigquery__remove_non_numeric_chars", "resource_type": "macro", "package_name": "twilio_source", "path": "macros/remove_non_numeric_chars.sql", "original_file_path": "macros/remove_non_numeric_chars.sql", "unique_id": "macro.twilio_source.bigquery__remove_non_numeric_chars", "macro_sql": "{% macro bigquery__remove_non_numeric_chars(column) %}\n\n    REGEXP_REPLACE(cast ({{ column }} as {{ dbt.type_string() }}), r'[^0-9.-]', '')\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721062052.974056, "supported_languages": null}, "macro.twilio_source.postgres__remove_non_numeric_chars": {"name": "postgres__remove_non_numeric_chars", "resource_type": "macro", "package_name": "twilio_source", "path": "macros/remove_non_numeric_chars.sql", "original_file_path": "macros/remove_non_numeric_chars.sql", "unique_id": "macro.twilio_source.postgres__remove_non_numeric_chars", "macro_sql": "{% macro postgres__remove_non_numeric_chars(column) %}\n\n    REGEXP_REPLACE(cast ({{ column }} as {{ dbt.type_string() }}), '[^0-9.-]', '', 'g')\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721062052.974153, "supported_languages": null}, "macro.twilio_source.redshift__remove_non_numeric_chars": {"name": "redshift__remove_non_numeric_chars", "resource_type": "macro", "package_name": "twilio_source", "path": "macros/remove_non_numeric_chars.sql", "original_file_path": "macros/remove_non_numeric_chars.sql", "unique_id": "macro.twilio_source.redshift__remove_non_numeric_chars", "macro_sql": "{% macro redshift__remove_non_numeric_chars(column) %}\n    REGEXP_REPLACE(cast ({{ column }} as {{ dbt.type_string() }}), '[^0-9.-]', '')\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721062052.974238, "supported_languages": null}, "macro.twilio_source.get_account_history_columns": {"name": "get_account_history_columns", "resource_type": "macro", "package_name": "twilio_source", "path": "macros/get_account_history_columns.sql", "original_file_path": "macros/get_account_history_columns.sql", "unique_id": "macro.twilio_source.get_account_history_columns", "macro_sql": "{% macro get_account_history_columns() %}\n\n{% set columns = [\n    {\"name\": \"_fivetran_synced\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"created_at\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"friendly_name\", \"datatype\": dbt.type_string()},\n    {\"name\": \"id\", \"datatype\": dbt.type_string()},\n    {\"name\": \"owner_account_id\", \"datatype\": dbt.type_string()},\n    {\"name\": \"status\", \"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_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721062052.974828, "supported_languages": null}, "macro.twilio_source.get_incoming_phone_number_columns": {"name": "get_incoming_phone_number_columns", "resource_type": "macro", "package_name": "twilio_source", "path": "macros/get_incoming_phone_number_columns.sql", "original_file_path": "macros/get_incoming_phone_number_columns.sql", "unique_id": "macro.twilio_source.get_incoming_phone_number_columns", "macro_sql": "{% macro get_incoming_phone_number_columns() %}\n\n{% set columns = [\n    {\"name\": \"_fivetran_synced\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"account_id\", \"datatype\": dbt.type_string()},\n    {\"name\": \"address_id\", \"datatype\": dbt.type_string()},\n    {\"name\": \"address_requirements\", \"datatype\": dbt.type_string()},\n    {\"name\": \"beta\", \"datatype\": \"boolean\"},\n    {\"name\": \"capabilities_mms\", \"datatype\": \"boolean\"},\n    {\"name\": \"capabilities_sms\", \"datatype\": \"boolean\"},\n    {\"name\": \"capabilities_voice\", \"datatype\": \"boolean\"},\n    {\"name\": \"created_at\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"emergency_address_id\", \"datatype\": dbt.type_string()},\n    {\"name\": \"emergency_status\", \"datatype\": dbt.type_string()},\n    {\"name\": \"friendly_name\", \"datatype\": dbt.type_string()},\n    {\"name\": \"id\", \"datatype\": dbt.type_string()},\n    {\"name\": \"origin\", \"datatype\": dbt.type_string()},\n    {\"name\": \"phone_number\", \"datatype\": dbt.type_string()},\n    {\"name\": \"trunk_id\", \"datatype\": dbt.type_string()},\n    {\"name\": \"updated_at\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"voice_caller_id_lookup\", \"datatype\": \"boolean\"},\n    {\"name\": \"voice_url\", \"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": 1721062052.9760928, "supported_languages": null}, "macro.twilio_source.get_message_columns": {"name": "get_message_columns", "resource_type": "macro", "package_name": "twilio_source", "path": "macros/get_message_columns.sql", "original_file_path": "macros/get_message_columns.sql", "unique_id": "macro.twilio_source.get_message_columns", "macro_sql": "{% macro get_message_columns() %}\n\n{% set columns = [\n    {\"name\": \"_fivetran_synced\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"account_id\", \"datatype\": dbt.type_string()},\n    {\"name\": \"body\", \"datatype\": dbt.type_string()},\n    {\"name\": \"created_at\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"date_sent\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"direction\", \"datatype\": dbt.type_string()},\n    {\"name\": \"error_code\", \"datatype\": dbt.type_string()},\n    {\"name\": \"error_message\", \"datatype\": dbt.type_string()},\n    {\"name\": \"id\", \"datatype\": dbt.type_string()},\n    {\"name\": \"messaging_service_sid\", \"datatype\": dbt.type_string()},\n    {\"name\": \"num_media\", \"datatype\": dbt.type_string()},\n    {\"name\": \"num_segments\", \"datatype\": dbt.type_string()},\n    {\"name\": \"price\", \"datatype\": dbt.type_string()},\n    {\"name\": \"price_unit\", \"datatype\": dbt.type_string()},\n    {\"name\": \"status\", \"datatype\": dbt.type_string()},\n    {\"name\": \"updated_at\", \"datatype\": dbt.type_timestamp()},\n] %}\n\n{% if target.type == 'snowflake' %}\n    {{ columns.append({\"name\": \"FROM\", \"datatype\": dbt.type_string(), \"quote\": True, \"alias\": \"message_from\"}) }}\n    {{ columns.append({\"name\": \"TO\", \"datatype\": dbt.type_string(), \"quote\": True, \"alias\": \"message_to\"}) }}\n{% else %}\n    {{ columns.append({\"name\": \"from\", \"datatype\": dbt.type_string(), \"quote\": True, \"alias\": \"message_from\"}) }}\n    {{ columns.append({\"name\": \"to\", \"datatype\": dbt.type_string(), \"quote\": True, \"alias\": \"message_to\"}) }}\n{% endif %}\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": 1721062052.9779048, "supported_languages": null}, "macro.twilio_source.get_address_columns": {"name": "get_address_columns", "resource_type": "macro", "package_name": "twilio_source", "path": "macros/get_address_columns.sql", "original_file_path": "macros/get_address_columns.sql", "unique_id": "macro.twilio_source.get_address_columns", "macro_sql": "{% macro get_address_columns() %}\n\n{% set columns = [\n    {\"name\": \"_fivetran_synced\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"account_id\", \"datatype\": dbt.type_string()},\n    {\"name\": \"city\", \"datatype\": dbt.type_string()},\n    {\"name\": \"created_at\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"customer_name\", \"datatype\": dbt.type_string()},\n    {\"name\": \"emergency_enabled\", \"datatype\": \"boolean\"},\n    {\"name\": \"friendly_name\", \"datatype\": dbt.type_string()},\n    {\"name\": \"id\", \"datatype\": dbt.type_string()},\n    {\"name\": \"iso_country\", \"datatype\": dbt.type_string()},\n    {\"name\": \"postal_code\", \"datatype\": dbt.type_string()},\n    {\"name\": \"region\", \"datatype\": dbt.type_string()},\n    {\"name\": \"street\", \"datatype\": dbt.type_string()},\n    {\"name\": \"updated_at\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"validated\", \"datatype\": \"boolean\"},\n    {\"name\": \"verified\", \"datatype\": \"boolean\"}\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": 1721062052.978963, "supported_languages": null}, "macro.twilio_source.get_usage_record_columns": {"name": "get_usage_record_columns", "resource_type": "macro", "package_name": "twilio_source", "path": "macros/get_usage_record_columns.sql", "original_file_path": "macros/get_usage_record_columns.sql", "unique_id": "macro.twilio_source.get_usage_record_columns", "macro_sql": "{% macro get_usage_record_columns() %}\n\n{% set columns = [\n    {\"name\": \"_fivetran_synced\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"account_id\", \"datatype\": dbt.type_string()},\n    {\"name\": \"as_of\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"category\", \"datatype\": dbt.type_string()},\n    {\"name\": \"count\", \"datatype\": dbt.type_string()},\n    {\"name\": \"count_unit\", \"datatype\": dbt.type_string()},\n    {\"name\": \"description\", \"datatype\": dbt.type_string()},\n    {\"name\": \"end_date\", \"datatype\": \"date\"},\n    {\"name\": \"price\", \"datatype\": dbt.type_string()},\n    {\"name\": \"price_unit\", \"datatype\": dbt.type_string()},\n    {\"name\": \"start_date\", \"datatype\": \"date\"},\n    {\"name\": \"usage\", \"datatype\": dbt.type_string()},\n    {\"name\": \"usage_unit\", \"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": 1721062052.979865, "supported_languages": null}, "macro.spark_utils.get_tables": {"name": "get_tables", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/maintenance_operation.sql", "original_file_path": "macros/maintenance_operation.sql", "unique_id": "macro.spark_utils.get_tables", "macro_sql": "{% macro get_tables(table_regex_pattern='.*') %}\n\n  {% set tables = [] %}\n  {% for database in spark__list_schemas('not_used') %}\n    {% for table in spark__list_relations_without_caching(database[0]) %}\n      {% set db_tablename = database[0] ~ \".\" ~ table[1] %}\n      {% set is_match = modules.re.match(table_regex_pattern, db_tablename) %}\n      {% if is_match %}\n        {% call statement('table_detail', fetch_result=True) -%}\n          describe extended {{ db_tablename }}\n        {% endcall %}\n\n        {% set table_type = load_result('table_detail').table|reverse|selectattr(0, 'in', ('type', 'TYPE', 'Type'))|first %}\n        {% if table_type[1]|lower != 'view' %}\n          {{ tables.append(db_tablename) }}\n        {% endif %}\n      {% endif %}\n    {% endfor %}\n  {% endfor %}\n  {{ return(tables) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721062052.9832802, "supported_languages": null}, "macro.spark_utils.get_delta_tables": {"name": "get_delta_tables", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/maintenance_operation.sql", "original_file_path": "macros/maintenance_operation.sql", "unique_id": "macro.spark_utils.get_delta_tables", "macro_sql": "{% macro get_delta_tables(table_regex_pattern='.*') %}\n\n  {% set delta_tables = [] %}\n  {% for db_tablename in get_tables(table_regex_pattern) %}\n    {% call statement('table_detail', fetch_result=True) -%}\n      describe extended {{ db_tablename }}\n    {% endcall %}\n\n    {% set table_type = load_result('table_detail').table|reverse|selectattr(0, 'in', ('provider', 'PROVIDER', 'Provider'))|first %}\n    {% if table_type[1]|lower == 'delta' %}\n      {{ delta_tables.append(db_tablename) }}\n    {% endif %}\n  {% endfor %}\n  {{ return(delta_tables) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.get_tables", "macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721062052.9837089, "supported_languages": null}, "macro.spark_utils.get_statistic_columns": {"name": "get_statistic_columns", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/maintenance_operation.sql", "original_file_path": "macros/maintenance_operation.sql", "unique_id": "macro.spark_utils.get_statistic_columns", "macro_sql": "{% macro get_statistic_columns(table) %}\n\n  {% call statement('input_columns', fetch_result=True) %}\n    SHOW COLUMNS IN {{ table }}\n  {% endcall %}\n  {% set input_columns = load_result('input_columns').table %}\n\n  {% set output_columns = [] %}\n  {% for column in input_columns %}\n    {% call statement('column_information', fetch_result=True) %}\n      DESCRIBE TABLE {{ table }} `{{ column[0] }}`\n    {% endcall %}\n    {% if not load_result('column_information').table[1][1].startswith('struct') and not load_result('column_information').table[1][1].startswith('array')  %}\n      {{ output_columns.append('`' ~ column[0] ~ '`') }}\n    {% endif %}\n  {% endfor %}\n  {{ return(output_columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721062052.984249, "supported_languages": null}, "macro.spark_utils.spark_optimize_delta_tables": {"name": "spark_optimize_delta_tables", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/maintenance_operation.sql", "original_file_path": "macros/maintenance_operation.sql", "unique_id": "macro.spark_utils.spark_optimize_delta_tables", "macro_sql": "{% macro spark_optimize_delta_tables(table_regex_pattern='.*') %}\n\n  {% for table in get_delta_tables(table_regex_pattern) %}\n    {% set start=modules.datetime.datetime.now() %}\n    {% set message_prefix=loop.index ~ \" of \" ~ loop.length %}\n    {{ dbt_utils.log_info(message_prefix ~ \" Optimizing \" ~ table) }}\n    {% do run_query(\"optimize \" ~ table) %}\n    {% set end=modules.datetime.datetime.now() %}\n    {% set total_seconds = (end - start).total_seconds() | round(2)  %}\n    {{ dbt_utils.log_info(message_prefix ~ \" Finished \" ~ table ~ \" in \" ~ total_seconds ~ \"s\") }}\n  {% endfor %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.get_delta_tables", "macro.dbt_utils.log_info", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721062052.9847019, "supported_languages": null}, "macro.spark_utils.spark_vacuum_delta_tables": {"name": "spark_vacuum_delta_tables", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/maintenance_operation.sql", "original_file_path": "macros/maintenance_operation.sql", "unique_id": "macro.spark_utils.spark_vacuum_delta_tables", "macro_sql": "{% macro spark_vacuum_delta_tables(table_regex_pattern='.*') %}\n\n  {% for table in get_delta_tables(table_regex_pattern) %}\n    {% set start=modules.datetime.datetime.now() %}\n    {% set message_prefix=loop.index ~ \" of \" ~ loop.length %}\n    {{ dbt_utils.log_info(message_prefix ~ \" Vacuuming \" ~ table) }}\n    {% do run_query(\"vacuum \" ~ table) %}\n    {% set end=modules.datetime.datetime.now() %}\n    {% set total_seconds = (end - start).total_seconds() | round(2)  %}\n    {{ dbt_utils.log_info(message_prefix ~ \" Finished \" ~ table ~ \" in \" ~ total_seconds ~ \"s\") }}\n  {% endfor %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.get_delta_tables", "macro.dbt_utils.log_info", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721062052.985155, "supported_languages": null}, "macro.spark_utils.spark_analyze_tables": {"name": "spark_analyze_tables", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/maintenance_operation.sql", "original_file_path": "macros/maintenance_operation.sql", "unique_id": "macro.spark_utils.spark_analyze_tables", "macro_sql": "{% macro spark_analyze_tables(table_regex_pattern='.*') %}\n\n  {% for table in get_tables(table_regex_pattern) %}\n    {% set start=modules.datetime.datetime.now() %}\n    {% set columns = get_statistic_columns(table) | join(',') %}\n    {% set message_prefix=loop.index ~ \" of \" ~ loop.length %}\n    {{ dbt_utils.log_info(message_prefix ~ \" Analyzing \" ~ table) }}\n    {% if columns != '' %}\n      {% do run_query(\"analyze table \" ~ table ~ \" compute statistics for columns \" ~ columns) %}\n    {% endif %}\n    {% set end=modules.datetime.datetime.now() %}\n    {% set total_seconds = (end - start).total_seconds() | round(2)  %}\n    {{ dbt_utils.log_info(message_prefix ~ \" Finished \" ~ table ~ \" in \" ~ total_seconds ~ \"s\") }}\n  {% endfor %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.get_tables", "macro.spark_utils.get_statistic_columns", "macro.dbt_utils.log_info", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721062052.985713, "supported_languages": null}, "macro.spark_utils.spark__concat": {"name": "spark__concat", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/cross_db_utils/concat.sql", "original_file_path": "macros/dbt_utils/cross_db_utils/concat.sql", "unique_id": "macro.spark_utils.spark__concat", "macro_sql": "{% macro spark__concat(fields) -%}\n    concat({{ fields|join(', ') }})\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721062052.9858298, "supported_languages": null}, "macro.spark_utils.spark__type_numeric": {"name": "spark__type_numeric", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/cross_db_utils/datatypes.sql", "original_file_path": "macros/dbt_utils/cross_db_utils/datatypes.sql", "unique_id": "macro.spark_utils.spark__type_numeric", "macro_sql": "{% macro spark__type_numeric() %}\n    decimal(28, 6)\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721062052.9859, "supported_languages": null}, "macro.spark_utils.spark__dateadd": {"name": "spark__dateadd", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/cross_db_utils/dateadd.sql", "original_file_path": "macros/dbt_utils/cross_db_utils/dateadd.sql", "unique_id": "macro.spark_utils.spark__dateadd", "macro_sql": "{% macro spark__dateadd(datepart, interval, from_date_or_timestamp) %}\n\n    {%- set clock_component -%}\n        {# make sure the dates + timestamps are real, otherwise raise an error asap #}\n        to_unix_timestamp({{ spark_utils.assert_not_null('to_timestamp', from_date_or_timestamp) }})\n        - to_unix_timestamp({{ spark_utils.assert_not_null('date', from_date_or_timestamp) }})\n    {%- endset -%}\n\n    {%- if datepart in ['day', 'week'] -%}\n        \n        {%- set multiplier = 7 if datepart == 'week' else 1 -%}\n\n        to_timestamp(\n            to_unix_timestamp(\n                date_add(\n                    {{ spark_utils.assert_not_null('date', from_date_or_timestamp) }},\n                    cast({{interval}} * {{multiplier}} as int)\n                )\n            ) + {{clock_component}}\n        )\n\n    {%- elif datepart in ['month', 'quarter', 'year'] -%}\n    \n        {%- set multiplier -%} \n            {%- if datepart == 'month' -%} 1\n            {%- elif datepart == 'quarter' -%} 3\n            {%- elif datepart == 'year' -%} 12\n            {%- endif -%}\n        {%- endset -%}\n\n        to_timestamp(\n            to_unix_timestamp(\n                add_months(\n                    {{ spark_utils.assert_not_null('date', from_date_or_timestamp) }},\n                    cast({{interval}} * {{multiplier}} as int)\n                )\n            ) + {{clock_component}}\n        )\n\n    {%- elif datepart in ('hour', 'minute', 'second', 'millisecond', 'microsecond') -%}\n    \n        {%- set multiplier -%} \n            {%- if datepart == 'hour' -%} 3600\n            {%- elif datepart == 'minute' -%} 60\n            {%- elif datepart == 'second' -%} 1\n            {%- elif datepart == 'millisecond' -%} (1/1000000)\n            {%- elif datepart == 'microsecond' -%} (1/1000000)\n            {%- endif -%}\n        {%- endset -%}\n\n        to_timestamp(\n            {{ spark_utils.assert_not_null('to_unix_timestamp', from_date_or_timestamp) }}\n            + cast({{interval}} * {{multiplier}} as int)\n        )\n\n    {%- else -%}\n\n        {{ exceptions.raise_compiler_error(\"macro dateadd not implemented for datepart ~ '\" ~ datepart ~ \"' ~ on Spark\") }}\n\n    {%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.assert_not_null"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721062052.987734, "supported_languages": null}, "macro.spark_utils.spark__datediff": {"name": "spark__datediff", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/cross_db_utils/datediff.sql", "original_file_path": "macros/dbt_utils/cross_db_utils/datediff.sql", "unique_id": "macro.spark_utils.spark__datediff", "macro_sql": "{% macro spark__datediff(first_date, second_date, datepart) %}\n\n    {%- if datepart in ['day', 'week', 'month', 'quarter', 'year'] -%}\n    \n        {# make sure the dates are real, otherwise raise an error asap #}\n        {% set first_date = spark_utils.assert_not_null('date', first_date) %}\n        {% set second_date = spark_utils.assert_not_null('date', second_date) %}\n    \n    {%- endif -%}\n    \n    {%- if datepart == 'day' -%}\n    \n        datediff({{second_date}}, {{first_date}})\n    \n    {%- elif datepart == 'week' -%}\n    \n        case when {{first_date}} < {{second_date}}\n            then floor(datediff({{second_date}}, {{first_date}})/7)\n            else ceil(datediff({{second_date}}, {{first_date}})/7)\n            end\n        \n        -- did we cross a week boundary (Sunday)?\n        + case\n            when {{first_date}} < {{second_date}} and dayofweek({{second_date}}) < dayofweek({{first_date}}) then 1\n            when {{first_date}} > {{second_date}} and dayofweek({{second_date}}) > dayofweek({{first_date}}) then -1\n            else 0 end\n\n    {%- elif datepart == 'month' -%}\n\n        case when {{first_date}} < {{second_date}}\n            then floor(months_between(date({{second_date}}), date({{first_date}})))\n            else ceil(months_between(date({{second_date}}), date({{first_date}})))\n            end\n        \n        -- did we cross a month boundary?\n        + case\n            when {{first_date}} < {{second_date}} and dayofmonth({{second_date}}) < dayofmonth({{first_date}}) then 1\n            when {{first_date}} > {{second_date}} and dayofmonth({{second_date}}) > dayofmonth({{first_date}}) then -1\n            else 0 end\n        \n    {%- elif datepart == 'quarter' -%}\n    \n        case when {{first_date}} < {{second_date}}\n            then floor(months_between(date({{second_date}}), date({{first_date}}))/3)\n            else ceil(months_between(date({{second_date}}), date({{first_date}}))/3)\n            end\n        \n        -- did we cross a quarter boundary?\n        + case\n            when {{first_date}} < {{second_date}} and (\n                (dayofyear({{second_date}}) - (quarter({{second_date}}) * 365/4))\n                < (dayofyear({{first_date}}) - (quarter({{first_date}}) * 365/4))\n            ) then 1\n            when {{first_date}} > {{second_date}} and (\n                (dayofyear({{second_date}}) - (quarter({{second_date}}) * 365/4))\n                > (dayofyear({{first_date}}) - (quarter({{first_date}}) * 365/4))\n            ) then -1\n            else 0 end\n\n    {%- elif datepart == 'year' -%}\n    \n        year({{second_date}}) - year({{first_date}})\n\n    {%- elif datepart in ('hour', 'minute', 'second', 'millisecond', 'microsecond') -%}\n    \n        {%- set divisor -%} \n            {%- if datepart == 'hour' -%} 3600\n            {%- elif datepart == 'minute' -%} 60\n            {%- elif datepart == 'second' -%} 1\n            {%- elif datepart == 'millisecond' -%} (1/1000)\n            {%- elif datepart == 'microsecond' -%} (1/1000000)\n            {%- endif -%}\n        {%- endset -%}\n\n        case when {{first_date}} < {{second_date}}\n            then ceil((\n                {# make sure the timestamps are real, otherwise raise an error asap #}\n                {{ spark_utils.assert_not_null('to_unix_timestamp', spark_utils.assert_not_null('to_timestamp', second_date)) }}\n                - {{ spark_utils.assert_not_null('to_unix_timestamp', spark_utils.assert_not_null('to_timestamp', first_date)) }}\n            ) / {{divisor}})\n            else floor((\n                {{ spark_utils.assert_not_null('to_unix_timestamp', spark_utils.assert_not_null('to_timestamp', second_date)) }}\n                - {{ spark_utils.assert_not_null('to_unix_timestamp', spark_utils.assert_not_null('to_timestamp', first_date)) }}\n            ) / {{divisor}})\n            end\n            \n            {% if datepart == 'millisecond' %}\n                + cast(date_format({{second_date}}, 'SSS') as int)\n                - cast(date_format({{first_date}}, 'SSS') as int)\n            {% endif %}\n            \n            {% if datepart == 'microsecond' %}    \n                {% set capture_str = '[0-9]{4}-[0-9]{2}-[0-9]{2}.[0-9]{2}:[0-9]{2}:[0-9]{2}.([0-9]{6})' %}\n                -- Spark doesn't really support microseconds, so this is a massive hack!\n                -- It will only work if the timestamp-string is of the format\n                -- 'yyyy-MM-dd-HH mm.ss.SSSSSS'\n                + cast(regexp_extract({{second_date}}, '{{capture_str}}', 1) as int)\n                - cast(regexp_extract({{first_date}}, '{{capture_str}}', 1) as int)    \n            {% endif %}\n\n    {%- else -%}\n\n        {{ exceptions.raise_compiler_error(\"macro datediff not implemented for datepart ~ '\" ~ datepart ~ \"' ~ on Spark\") }}\n\n    {%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.assert_not_null"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721062052.99238, "supported_languages": null}, "macro.spark_utils.spark__current_timestamp": {"name": "spark__current_timestamp", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/cross_db_utils/current_timestamp.sql", "original_file_path": "macros/dbt_utils/cross_db_utils/current_timestamp.sql", "unique_id": "macro.spark_utils.spark__current_timestamp", "macro_sql": "{% macro spark__current_timestamp() %}\n    current_timestamp()\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721062052.9924679, "supported_languages": null}, "macro.spark_utils.spark__current_timestamp_in_utc": {"name": "spark__current_timestamp_in_utc", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/cross_db_utils/current_timestamp.sql", "original_file_path": "macros/dbt_utils/cross_db_utils/current_timestamp.sql", "unique_id": "macro.spark_utils.spark__current_timestamp_in_utc", "macro_sql": "{% macro spark__current_timestamp_in_utc() %}\n    unix_timestamp()\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721062052.992521, "supported_languages": null}, "macro.spark_utils.spark__split_part": {"name": "spark__split_part", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/cross_db_utils/split_part.sql", "original_file_path": "macros/dbt_utils/cross_db_utils/split_part.sql", "unique_id": "macro.spark_utils.spark__split_part", "macro_sql": "{% macro spark__split_part(string_text, delimiter_text, part_number) %}\n\n    {% set delimiter_expr %}\n    \n        -- escape if starts with a special character\n        case when regexp_extract({{ delimiter_text }}, '([^A-Za-z0-9])(.*)', 1) != '_'\n            then concat('\\\\', {{ delimiter_text }})\n            else {{ delimiter_text }} end\n    \n    {% endset %}\n\n    {% set split_part_expr %}\n    \n    split(\n        {{ string_text }},\n        {{ delimiter_expr }}\n        )[({{ part_number - 1 }})]\n    \n    {% endset %}\n    \n    {{ return(split_part_expr) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721062052.9928792, "supported_languages": null}, "macro.spark_utils.spark__get_relations_by_pattern": {"name": "spark__get_relations_by_pattern", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/sql/get_relations_by_prefix.sql", "original_file_path": "macros/dbt_utils/sql/get_relations_by_prefix.sql", "unique_id": "macro.spark_utils.spark__get_relations_by_pattern", "macro_sql": "{% macro spark__get_relations_by_pattern(schema_pattern, table_pattern, exclude='', database=target.database) %}\n\n    {%- call statement('get_tables', fetch_result=True) %}\n\n        show table extended in {{ schema_pattern }} like '{{ table_pattern }}'\n\n    {%- endcall -%}\n\n    {%- set table_list = load_result('get_tables') -%}\n\n    {%- if table_list and table_list['table'] -%}\n    {%- set tbl_relations = [] -%}\n    {%- for row in table_list['table'] -%}\n        {%- set tbl_relation = api.Relation.create(\n            database=None,\n            schema=row[0],\n            identifier=row[1],\n            type=('view' if 'Type: VIEW' in row[3] else 'table')\n        ) -%}\n        {%- do tbl_relations.append(tbl_relation) -%}\n    {%- endfor -%}\n\n    {{ return(tbl_relations) }}\n    {%- else -%}\n    {{ return([]) }}\n    {%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721062052.993877, "supported_languages": null}, "macro.spark_utils.spark__get_relations_by_prefix": {"name": "spark__get_relations_by_prefix", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/sql/get_relations_by_prefix.sql", "original_file_path": "macros/dbt_utils/sql/get_relations_by_prefix.sql", "unique_id": "macro.spark_utils.spark__get_relations_by_prefix", "macro_sql": "{% macro spark__get_relations_by_prefix(schema_pattern, table_pattern, exclude='', database=target.database) %}\n    {% set table_pattern = table_pattern ~ '*' %}\n    {{ return(spark_utils.spark__get_relations_by_pattern(schema_pattern, table_pattern, exclude='', database=target.database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.spark__get_relations_by_pattern"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721062052.99409, "supported_languages": null}, "macro.spark_utils.spark__get_tables_by_pattern": {"name": "spark__get_tables_by_pattern", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/sql/get_relations_by_prefix.sql", "original_file_path": "macros/dbt_utils/sql/get_relations_by_prefix.sql", "unique_id": "macro.spark_utils.spark__get_tables_by_pattern", "macro_sql": "{% macro spark__get_tables_by_pattern(schema_pattern, table_pattern, exclude='', database=target.database) %}\n    {{ return(spark_utils.spark__get_relations_by_pattern(schema_pattern, table_pattern, exclude='', database=target.database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.spark__get_relations_by_pattern"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721062052.994257, "supported_languages": null}, "macro.spark_utils.spark__get_tables_by_prefix": {"name": "spark__get_tables_by_prefix", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/sql/get_relations_by_prefix.sql", "original_file_path": "macros/dbt_utils/sql/get_relations_by_prefix.sql", "unique_id": "macro.spark_utils.spark__get_tables_by_prefix", "macro_sql": "{% macro spark__get_tables_by_prefix(schema_pattern, table_pattern, exclude='', database=target.database) %}\n    {{ return(spark_utils.spark__get_relations_by_prefix(schema_pattern, table_pattern, exclude='', database=target.database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.spark__get_relations_by_prefix"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721062052.994424, "supported_languages": null}, "macro.spark_utils.assert_not_null": {"name": "assert_not_null", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/etc/assert_not_null.sql", "original_file_path": "macros/etc/assert_not_null.sql", "unique_id": "macro.spark_utils.assert_not_null", "macro_sql": "{% macro assert_not_null(function, arg) -%}\n  {{ return(adapter.dispatch('assert_not_null', 'spark_utils')(function, arg)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.spark_utils.default__assert_not_null"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721062052.9946299, "supported_languages": null}, "macro.spark_utils.default__assert_not_null": {"name": "default__assert_not_null", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/etc/assert_not_null.sql", "original_file_path": "macros/etc/assert_not_null.sql", "unique_id": "macro.spark_utils.default__assert_not_null", "macro_sql": "{% macro default__assert_not_null(function, arg) %}\n\n    coalesce({{function}}({{arg}}), nvl2({{function}}({{arg}}), assert_true({{function}}({{arg}}) is not null), null))\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721062052.99475, "supported_languages": null}, "macro.spark_utils.spark__convert_timezone": {"name": "spark__convert_timezone", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/snowplow/convert_timezone.sql", "original_file_path": "macros/snowplow/convert_timezone.sql", "unique_id": "macro.spark_utils.spark__convert_timezone", "macro_sql": "{% macro spark__convert_timezone(in_tz, out_tz, in_timestamp) %}\n    from_utc_timestamp(to_utc_timestamp({{in_timestamp}}, {{in_tz}}), {{out_tz}})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721062052.9948769, "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": 1721062052.995121, "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.bigquery__percentile"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721062052.995748, "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": 1721062052.995851, "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": 1721062052.9959512, "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": 1721062052.996049, "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": 1721062052.996139, "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": 1721062052.996243, "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": 1721062052.996741, "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": 1721062052.997142, "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.bigquery__json_parse"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721062052.998049, "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": 1721062052.998213, "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": 1721062052.998378, "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": 1721062052.99855, "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": 1721062052.99871, "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": 1721062052.998976, "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": 1721062052.9991522, "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": 1721062052.9993181, "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.bigquery__max_bool"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721062052.9995441, "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": 1721062052.9996119, "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": 1721062052.999681, "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": 1721062052.999744, "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": 1721062052.9999812, "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": 1721062053.000444, "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": 1721062053.0011039, "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": 1721062053.001486, "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": 1721062053.002008, "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": 1721062053.002337, "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": 1721062053.002423, "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": 1721062053.002506, "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": 1721062053.00259, "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": 1721062053.002678, "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.bigquery__timestamp_diff"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721062053.004674, "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": 1721062053.0047748, "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": 1721062053.004877, "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": 1721062053.004975, "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": 1721062053.0062358, "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.bigquery__try_cast"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721062053.0068831, "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": 1721062053.006969, "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": 1721062053.007145, "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": 1721062053.00735, "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": 1721062053.007437, "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": 1721062053.007516, "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": 1721062053.007592, "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": 1721062053.007669, "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": 1721062053.0079749, "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": 1721062053.0083342, "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": 1721062053.008648, "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": 1721062053.0087738, "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": 1721062053.00892, "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": 1721062053.0090811, "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": 1721062053.0099142, "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": 1721062053.012618, "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": 1721062053.013015, "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": 1721062053.0132852, "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": 1721062053.0143502, "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": 1721062053.014719, "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.bigquery__json_extract"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721062053.015133, "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": 1721062053.015232, "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": 1721062053.015332, "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": 1721062053.01544, "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": 1721062053.0155368, "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": 1721062053.0156312, "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": 1721062053.016201, "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": 1721062053.016958, "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.bigquery__timestamp_add"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721062053.017432, "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": 1721062053.017536, "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": 1721062053.017637, "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": 1721062053.0177379, "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": 1721062053.017838, "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": 1721062053.017946, "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": 1721062053.018105, "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": 1721062053.01817, "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": 1721062053.01824, "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": 1721062053.018649, "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": 1721062053.019561, "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": 1721062053.019681, "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": 1721062053.020283, "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": 1721062053.0227041, "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": 1721062053.0255392, "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": 1721062053.0264452, "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": 1721062053.026675, "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": 1721062053.026767, "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": 1721062053.0268888, "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.default__wrap_in_quotes"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721062053.027106, "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": 1721062053.027178, "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": 1721062053.0272489, "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": 1721062053.027312, "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": 1721062053.02738, "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": 1721062053.02755, "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": 1721062053.0276139, "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": 1721062053.027681, "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": 1721062053.0279438, "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": 1721062053.028197, "supported_languages": null}}, "docs": {"doc.dbt.__overview__": {"name": "__overview__", "resource_type": "doc", "package_name": "dbt", "path": "overview.md", "original_file_path": "docs/overview.md", "unique_id": "doc.dbt.__overview__", "block_contents": "### Welcome!\n\nWelcome to the auto-generated documentation for your dbt project!\n\n### Navigation\n\nYou can use the `Project` and `Database` navigation tabs on the left side of the window to explore the models\nin your project.\n\n#### Project Tab\nThe `Project` tab mirrors the directory structure of your dbt project. In this tab, you can see all of the\nmodels defined in your dbt project, as well as models imported from dbt packages.\n\n#### Database Tab\nThe `Database` tab also exposes your models, but in a format that looks more like a database explorer. This view\nshows relations (tables and views) grouped into database schemas. Note that ephemeral models are _not_ shown\nin this interface, as they do not exist in the database.\n\n### Graph Exploration\nYou can click the blue icon on the bottom-right corner of the page to view the lineage graph of your models.\n\nOn model pages, you'll see the immediate parents and children of the model you're exploring. By clicking the `Expand`\nbutton at the top-right of this lineage pane, you'll be able to see all of the models that are used to build,\nor are built from, the model you're exploring.\n\nOnce expanded, you'll be able to use the `--select` and `--exclude` model selection syntax to filter the\nmodels in the graph. For more information on model selection, check out the [dbt docs](https://docs.getdbt.com/docs/model-selection-syntax).\n\nNote that you can also right-click on models to interactively filter and explore the graph.\n\n---\n\n### More information\n\n- [What is dbt](https://docs.getdbt.com/docs/introduction)?\n- Read the [dbt viewpoint](https://docs.getdbt.com/docs/viewpoint)\n- [Installation](https://docs.getdbt.com/docs/installation)\n- Join the [dbt Community](https://www.getdbt.com/community/) for questions and discussion"}}, "exposures": {}, "metrics": {}, "groups": {}, "selectors": {}, "disabled": {}, "parent_map": {"model.twilio_source.stg_twilio__call": ["model.twilio_source.stg_twilio__call_tmp"], "model.twilio_source.stg_twilio__messaging_service": ["model.twilio_source.stg_twilio__messaging_service_tmp"], "model.twilio_source.stg_twilio__account_history": ["model.twilio_source.stg_twilio__account_history_tmp"], "model.twilio_source.stg_twilio__message": ["model.twilio_source.stg_twilio__message_tmp"], "model.twilio_source.stg_twilio__usage_record": ["model.twilio_source.stg_twilio__usage_record_tmp"], "model.twilio_source.stg_twilio__outgoing_caller_id": ["model.twilio_source.stg_twilio__outgoing_caller_id_tmp"], "model.twilio_source.stg_twilio__address": ["model.twilio_source.stg_twilio__address_tmp"], "model.twilio_source.stg_twilio__incoming_phone_number": ["model.twilio_source.stg_twilio__incoming_phone_number_tmp"], "model.twilio_source.stg_twilio__call_tmp": ["source.twilio_source.twilio.call"], "model.twilio_source.stg_twilio__usage_record_tmp": ["source.twilio_source.twilio.usage_record"], "model.twilio_source.stg_twilio__messaging_service_tmp": ["source.twilio_source.twilio.messaging_service"], "model.twilio_source.stg_twilio__incoming_phone_number_tmp": ["source.twilio_source.twilio.incoming_phone_number"], "model.twilio_source.stg_twilio__address_tmp": ["source.twilio_source.twilio.address"], "model.twilio_source.stg_twilio__message_tmp": ["source.twilio_source.twilio.message"], "model.twilio_source.stg_twilio__outgoing_caller_id_tmp": ["source.twilio_source.twilio.outgoing_caller_id"], "model.twilio_source.stg_twilio__account_history_tmp": ["source.twilio_source.twilio.account_history"], "model.twilio.twilio__account_overview": ["model.twilio.int_twilio__messages", "model.twilio_source.stg_twilio__account_history", "model.twilio_source.stg_twilio__usage_record"], "model.twilio.twilio__number_overview": ["model.twilio.int_twilio__messages"], "model.twilio.twilio__message_enhanced": ["model.twilio.int_twilio__messages", "model.twilio_source.stg_twilio__address", "model.twilio_source.stg_twilio__incoming_phone_number", "model.twilio_source.stg_twilio__messaging_service"], "model.twilio.int_twilio__messages": ["model.twilio_source.stg_twilio__message"], "test.twilio_source.not_null_stg_twilio__account_history_account_id.9d783e8ba5": ["model.twilio_source.stg_twilio__account_history"], "test.twilio_source.not_null_stg_twilio__account_history_updated_at.d6e6f7f215": ["model.twilio_source.stg_twilio__account_history"], "test.twilio_source.dbt_utils_unique_combination_of_columns_stg_twilio__account_history_account_id__updated_at.0bcbfc5896": ["model.twilio_source.stg_twilio__account_history"], "test.twilio_source.unique_stg_twilio__address_address_id.4629d76478": ["model.twilio_source.stg_twilio__address"], "test.twilio_source.not_null_stg_twilio__address_address_id.88b6a635a6": ["model.twilio_source.stg_twilio__address"], "test.twilio_source.unique_stg_twilio__call_call_id.4a911440b6": ["model.twilio_source.stg_twilio__call"], "test.twilio_source.not_null_stg_twilio__call_call_id.b1c7afdc81": ["model.twilio_source.stg_twilio__call"], "test.twilio_source.unique_stg_twilio__incoming_phone_number_incoming_phone_number_id.d6eb15efc6": ["model.twilio_source.stg_twilio__incoming_phone_number"], "test.twilio_source.not_null_stg_twilio__incoming_phone_number_incoming_phone_number_id.9a63d01724": ["model.twilio_source.stg_twilio__incoming_phone_number"], "test.twilio_source.not_null_stg_twilio__message_message_id.bc1b8551d4": ["model.twilio_source.stg_twilio__message"], "test.twilio_source.not_null_stg_twilio__message_account_id.4e63c023d2": ["model.twilio_source.stg_twilio__message"], "test.twilio_source.dbt_utils_unique_combination_of_columns_stg_twilio__message_account_id__message_id__messaging_service_id.2696e90a8e": ["model.twilio_source.stg_twilio__message"], "test.twilio_source.not_null_stg_twilio__messaging_service_messaging_service_id.c7032fe946": ["model.twilio_source.stg_twilio__messaging_service"], "test.twilio_source.not_null_stg_twilio__messaging_service_account_id.f46a18a677": ["model.twilio_source.stg_twilio__messaging_service"], "test.twilio_source.dbt_utils_unique_combination_of_columns_stg_twilio__messaging_service_account_id__messaging_service_id.2de8528f3d": ["model.twilio_source.stg_twilio__messaging_service"], "test.twilio_source.unique_stg_twilio__outgoing_caller_id_outgoing_caller_id.0e55c1c2ea": ["model.twilio_source.stg_twilio__outgoing_caller_id"], "test.twilio_source.not_null_stg_twilio__outgoing_caller_id_outgoing_caller_id.de6e667878": ["model.twilio_source.stg_twilio__outgoing_caller_id"], "test.twilio_source.not_null_stg_twilio__usage_record_account_id.8b387072fd": ["model.twilio_source.stg_twilio__usage_record"], "test.twilio_source.not_null_stg_twilio__usage_record_category.e6d57544df": ["model.twilio_source.stg_twilio__usage_record"], "test.twilio_source.not_null_stg_twilio__usage_record_end_date.0f8fc2406e": ["model.twilio_source.stg_twilio__usage_record"], "test.twilio_source.not_null_stg_twilio__usage_record_start_date.a73353be1b": ["model.twilio_source.stg_twilio__usage_record"], "test.twilio_source.dbt_utils_unique_combination_of_columns_stg_twilio__usage_record_category__start_date__end_date__account_id.3782e14f70": ["model.twilio_source.stg_twilio__usage_record"], "test.twilio.unique_twilio__number_overview_phone_number.3edf30e4ae": ["model.twilio.twilio__number_overview"], "test.twilio.not_null_twilio__number_overview_phone_number.baa4731adf": ["model.twilio.twilio__number_overview"], "test.twilio.unique_twilio__message_enhanced_message_id.715528efa4": ["model.twilio.twilio__message_enhanced"], "test.twilio.not_null_twilio__message_enhanced_message_id.970ba0a457": ["model.twilio.twilio__message_enhanced"], "test.twilio.not_null_twilio__account_overview_account_id.8981fee2f5": ["model.twilio.twilio__account_overview"], "test.twilio.not_null_twilio__account_overview_date_day.fe10c23e08": ["model.twilio.twilio__account_overview"], "test.twilio.dbt_utils_unique_combination_of_columns_twilio__account_overview_account_id__date_day.f43ddc7113": ["model.twilio.twilio__account_overview"], "source.twilio_source.twilio.account_history": [], "source.twilio_source.twilio.address": [], "source.twilio_source.twilio.call": [], "source.twilio_source.twilio.incoming_phone_number": [], "source.twilio_source.twilio.message": [], "source.twilio_source.twilio.messaging_service": [], "source.twilio_source.twilio.outgoing_caller_id": [], "source.twilio_source.twilio.usage_record": []}, "child_map": {"model.twilio_source.stg_twilio__call": ["test.twilio_source.not_null_stg_twilio__call_call_id.b1c7afdc81", "test.twilio_source.unique_stg_twilio__call_call_id.4a911440b6"], "model.twilio_source.stg_twilio__messaging_service": ["model.twilio.twilio__message_enhanced", "test.twilio_source.dbt_utils_unique_combination_of_columns_stg_twilio__messaging_service_account_id__messaging_service_id.2de8528f3d", "test.twilio_source.not_null_stg_twilio__messaging_service_account_id.f46a18a677", "test.twilio_source.not_null_stg_twilio__messaging_service_messaging_service_id.c7032fe946"], "model.twilio_source.stg_twilio__account_history": ["model.twilio.twilio__account_overview", "test.twilio_source.dbt_utils_unique_combination_of_columns_stg_twilio__account_history_account_id__updated_at.0bcbfc5896", "test.twilio_source.not_null_stg_twilio__account_history_account_id.9d783e8ba5", "test.twilio_source.not_null_stg_twilio__account_history_updated_at.d6e6f7f215"], "model.twilio_source.stg_twilio__message": ["model.twilio.int_twilio__messages", "test.twilio_source.dbt_utils_unique_combination_of_columns_stg_twilio__message_account_id__message_id__messaging_service_id.2696e90a8e", "test.twilio_source.not_null_stg_twilio__message_account_id.4e63c023d2", "test.twilio_source.not_null_stg_twilio__message_message_id.bc1b8551d4"], "model.twilio_source.stg_twilio__usage_record": ["model.twilio.twilio__account_overview", "test.twilio_source.dbt_utils_unique_combination_of_columns_stg_twilio__usage_record_category__start_date__end_date__account_id.3782e14f70", "test.twilio_source.not_null_stg_twilio__usage_record_account_id.8b387072fd", "test.twilio_source.not_null_stg_twilio__usage_record_category.e6d57544df", "test.twilio_source.not_null_stg_twilio__usage_record_end_date.0f8fc2406e", "test.twilio_source.not_null_stg_twilio__usage_record_start_date.a73353be1b"], "model.twilio_source.stg_twilio__outgoing_caller_id": ["test.twilio_source.not_null_stg_twilio__outgoing_caller_id_outgoing_caller_id.de6e667878", "test.twilio_source.unique_stg_twilio__outgoing_caller_id_outgoing_caller_id.0e55c1c2ea"], "model.twilio_source.stg_twilio__address": ["model.twilio.twilio__message_enhanced", "test.twilio_source.not_null_stg_twilio__address_address_id.88b6a635a6", "test.twilio_source.unique_stg_twilio__address_address_id.4629d76478"], "model.twilio_source.stg_twilio__incoming_phone_number": ["model.twilio.twilio__message_enhanced", "test.twilio_source.not_null_stg_twilio__incoming_phone_number_incoming_phone_number_id.9a63d01724", "test.twilio_source.unique_stg_twilio__incoming_phone_number_incoming_phone_number_id.d6eb15efc6"], 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"8b17e9fbedec57e20be986d577e1572d2c0b8f0ec8c881725239a2b68c9d22ad"}, "config": {"enabled": true, "alias": null, "schema": null, "database": null, "tags": [], "meta": {}, "group": null, "materialized": "seed", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {"to": "varchar", "from": "varchar", "forwarded_from": "varchar", "phone_number": "varchar", "friendly_name": "varchar"}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "delimiter": ",", "quote_columns": null}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"column_types": {"to": "{{ 'string' if target.type in ['bigquery', 'spark', 'databricks'] else 'varchar' }}", "from": "{{ 'string' if target.type in ['bigquery', 'spark', 'databricks'] else 'varchar' }}", "forwarded_from": "{{ 'string' if target.type in ['bigquery', 'spark', 'databricks'] else 'varchar' }}", "phone_number": "{{ 'string' if target.type in ['bigquery', 'spark', 'databricks'] else 'varchar' }}", "friendly_name": "{{ 'string' if target.type in ['bigquery', 'spark', 'databricks'] else 'varchar' }}"}}, "created_at": 1732226747.096116, "relation_name": "\"postgres\".\"twilio_integration_tests_1\".\"twilio_address_data\"", "raw_code": "", "root_path": "/Users/renee/Documents/dbt/twilio/dbt_twilio/integration_tests", "depends_on": {"macros": []}}, "model.twilio_source.stg_twilio__call": {"database": "postgres", "schema": "twilio_integration_tests_1_twilio_source", "name": "stg_twilio__call", "resource_type": "model", "package_name": "twilio_source", "path": "stg_twilio__call.sql", "original_file_path": "models/stg_twilio__call.sql", "unique_id": "model.twilio_source.stg_twilio__call", "fqn": ["twilio_source", "stg_twilio__call"], "alias": "stg_twilio__call", "checksum": {"name": "sha256", "checksum": "61802ae108312f8a7314812861d846b16cedf8cfc2fa4c2b2b416aa00a34f241"}, "config": {"enabled": true, "alias": null, "schema": "twilio_source", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "A table with information about each phone call that occurred or is scheduled to occur.", "columns": {"_fivetran_synced": {"name": "_fivetran_synced", "description": "timestamp of when fivetran synced a record.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "call_id": {"name": "call_id", "description": "The unique identifier for the Call resource.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_id": {"name": "account_id", "description": "The unique identifier for the Account responsible for this Call.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "annotation": {"name": "annotation", "description": "A user-defined string that provides additional information about the Call.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "answered_by": {"name": "answered_by", "description": "The identity of the recipient that answered the Call.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "caller_name": {"name": "caller_name", "description": "The caller's name, if available.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "created_at": {"name": "created_at", "description": "The date and time when the Call was created, given as GMT in RFC 2822 format.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "direction": {"name": "direction", "description": "The direction of the Call - `inbound` for incoming calls, `outbound-api` for calls initiated via the REST API, and `outbound-dial` for calls initiated by a TwiML `<Dial>` verb.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "duration": {"name": "duration", "description": "The duration of the Call in seconds.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "end_time": {"name": "end_time", "description": "The date and time when the Call ended, given as GMT in RFC 2822 format.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "forwarded_from": {"name": "forwarded_from", "description": "The phone number that initiated the Call, if applicable.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "call_from": {"name": "call_from", "description": "The phone number or client identifier that made the Call.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "from_formatted": {"name": "from_formatted", "description": "The formatted version of the `from` phone number or client identifier.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "group_id": {"name": "group_id", "description": "The unique identifier for the grouping of related Calls.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "outgoing_caller_id": {"name": "outgoing_caller_id", "description": "The unique identifier for the Outgoing Caller ID resource associated with the Call.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "parent_call_id": {"name": "parent_call_id", "description": "The unique identifier for the Call that created this Call as a result of executing TwiML.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "price": {"name": "price", "description": "The cost of the Call in the specified `price_unit`.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "price_unit": {"name": "price_unit", "description": "The currency unit in which the `price` is measured.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "queue_time": {"name": "queue_time", "description": "The time spent in the queue before the Call is placed, in milliseconds.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "start_time": {"name": "start_time", "description": "The date and time when the Call started, given as GMT in RFC 2822 format.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "status": {"name": "status", "description": "The current status of the Call - `queued`, `ringing`, `in-progress`, `completed`, `busy`, `failed`, `no-answer`, or `canceled`.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "call_to": {"name": "call_to", "description": "The phone number or client identifier that received the Call.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "to_formatted": {"name": "to_formatted", "description": "The formatted version of the `to` phone number or client identifier.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "trunk_id": {"name": "trunk_id", "description": "The unique identifier for the Trunk resource associated with the Call.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "updated_at": {"name": "updated_at", "description": "The date and time when the Call record was last updated, given as GMT in RFC 2822 format.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "twilio_source://models/stg_twilio.yml", "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "twilio_source", "enabled": true}, "created_at": 1732226747.295736, "relation_name": "\"postgres\".\"twilio_integration_tests_1_twilio_source\".\"stg_twilio__call\"", "raw_code": "--To disable this model, set the using_twilio_call variable within your dbt_project.yml file to False.\n{{ config(enabled=var('using_twilio_call', True)) }}\n\nwith base as (\n\n    select * \n    from {{ ref('stg_twilio__call_tmp') }}\n),\n\nfields as (\n\n    select\n        {{\n            fivetran_utils.fill_staging_columns(\n                source_columns=adapter.get_columns_in_relation(ref('stg_twilio__call_tmp')),\n                staging_columns=get_call_columns()\n            )\n        }}\n    from base\n),\n\nfinal as (\n    \n    select \n        _fivetran_synced,\n        account_id,\n        annotation,\n        answered_by,\n        caller_name,\n        created_at,\n        direction,\n        cast( {{ twilio_source.remove_non_numeric_chars('duration')}} as {{ dbt.type_float() }}) as duration,\n        end_time,\n        forwarded_from,\n        call_from, -- renamed in the get_call_columns macro\n        from_formatted,\n        group_id,\n        id as call_id,\n        outgoing_caller_id,\n        parent_call_id,\n        cast( {{ twilio_source.remove_non_numeric_chars('price')}} as {{ dbt.type_float() }}) as price,\n        price_unit,\n        cast( {{ twilio_source.remove_non_numeric_chars('queue_time')}} as {{ dbt.type_float() }}) as queue_time,\n        start_time,\n        status,\n        call_to, -- renamed in the get_call_columns macro\n        to_formatted,\n        trunk_id,\n        updated_at\n    from fields\n)\n\nselect *\nfrom final", "language": "sql", "refs": [{"name": "stg_twilio__call_tmp", "package": null, "version": null}, {"name": "stg_twilio__call_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.twilio_source.get_call_columns", "macro.fivetran_utils.fill_staging_columns", "macro.twilio_source.remove_non_numeric_chars", "macro.dbt.type_float"], "nodes": ["model.twilio_source.stg_twilio__call_tmp"]}, "compiled_path": "target/compiled/twilio_source/models/stg_twilio__call.sql", "compiled": true, "compiled_code": "--To disable this model, set the using_twilio_call variable within your dbt_project.yml file to False.\n\n\nwith base as (\n\n    select * \n    from \"postgres\".\"twilio_integration_tests_1_twilio_source\".\"stg_twilio__call_tmp\"\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    account_id\n    \n as \n    \n    account_id\n    \n, \n    \n    \n    annotation\n    \n as \n    \n    annotation\n    \n, \n    \n    \n    answered_by\n    \n as \n    \n    answered_by\n    \n, \n    \n    \n    caller_name\n    \n as \n    \n    caller_name\n    \n, \n    \n    \n    created_at\n    \n as \n    \n    created_at\n    \n, \n    \n    \n    direction\n    \n as \n    \n    direction\n    \n, \n    \n    \n    duration\n    \n as \n    \n    duration\n    \n, \n    \n    \n    end_time\n    \n as \n    \n    end_time\n    \n, \n    \n    \n    forwarded_from\n    \n as \n    \n    forwarded_from\n    \n, \n    \n    \n    from_formatted\n    \n as \n    \n    from_formatted\n    \n, \n    \n    \n    group_id\n    \n as \n    \n    group_id\n    \n, \n    \n    \n    id\n    \n as \n    \n    id\n    \n, \n    \n    \n    outgoing_caller_id\n    \n as \n    \n    outgoing_caller_id\n    \n, \n    \n    \n    parent_call_id\n    \n as \n    \n    parent_call_id\n    \n, \n    \n    \n    price\n    \n as \n    \n    price\n    \n, \n    \n    \n    price_unit\n    \n as \n    \n    price_unit\n    \n, \n    \n    \n    queue_time\n    \n as \n    \n    queue_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    to_formatted\n    \n as \n    \n    to_formatted\n    \n, \n    \n    \n    trunk_id\n    \n as \n    \n    trunk_id\n    \n, \n    \n    \n    updated_at\n    \n as \n    \n    updated_at\n    \n, \n    \n    \n        \n            \n            \"from\"\n            \n        \n    \n as call_from , \n    \n    \n        \n            \n            \"to\"\n            \n        \n    \n as call_to \n\n\n    from base\n),\n\nfinal as (\n    \n    select \n        _fivetran_synced,\n        account_id,\n        annotation,\n        answered_by,\n        caller_name,\n        created_at,\n        direction,\n        cast( \n\n    REGEXP_REPLACE(cast (duration as TEXT), '[^0-9.-]', '', 'g')\n\n as float) as duration,\n        end_time,\n        forwarded_from,\n        call_from, -- renamed in the get_call_columns macro\n        from_formatted,\n        group_id,\n        id as call_id,\n        outgoing_caller_id,\n        parent_call_id,\n        cast( \n\n    REGEXP_REPLACE(cast (price as TEXT), '[^0-9.-]', '', 'g')\n\n as float) as price,\n        price_unit,\n        cast( \n\n    REGEXP_REPLACE(cast (queue_time as TEXT), '[^0-9.-]', '', 'g')\n\n as float) as queue_time,\n        start_time,\n        status,\n        call_to, -- renamed in the get_call_columns macro\n        to_formatted,\n        trunk_id,\n        updated_at\n    from fields\n)\n\nselect *\nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.twilio_source.stg_twilio__messaging_service": {"database": "postgres", "schema": "twilio_integration_tests_1_twilio_source", "name": "stg_twilio__messaging_service", "resource_type": "model", "package_name": "twilio_source", "path": "stg_twilio__messaging_service.sql", "original_file_path": "models/stg_twilio__messaging_service.sql", "unique_id": "model.twilio_source.stg_twilio__messaging_service", "fqn": ["twilio_source", "stg_twilio__messaging_service"], "alias": "stg_twilio__messaging_service", "checksum": {"name": "sha256", "checksum": "017cb07cd75ca16531727863709277ba1e609e085884b089e4ec6a26c7eba131"}, "config": {"enabled": true, "alias": null, "schema": "twilio_source", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "A table with information about each messaging service. You can think of messaging services as a higher-level \u201cbundling\u201d of messaging functionality around a common set of senders, features, and configuration", "columns": {"_fivetran_deleted": {"name": "_fivetran_deleted", "description": "Whether the record has been deleted", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "messaging_service_id": {"name": "messaging_service_id", "description": "The unique identifier of the messaging service.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_fivetran_synced": {"name": "_fivetran_synced", "description": "timestamp of when fivetran synced a record.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_id": {"name": "account_id", "description": "The unique identifier of the account that owns the messaging service.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "area_code_geomatch": {"name": "area_code_geomatch", "description": "Boolean of whether phone numbers used by this messaging service are required to be geo-matched to the message sender's area code.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "created_at": {"name": "created_at", "description": "The date and time when the messaging service was created.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "fallback_method": {"name": "fallback_method", "description": "The HTTP method Twilio will use to send requests to the fallback URL when an error occurs in the messaging service.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "fallback_to_long_code": {"name": "fallback_to_long_code", "description": "Specifies whether to fallback to long code phone numbers when short code phone numbers are not available or cannot be used.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "fallback_url": {"name": "fallback_url", "description": "The URL that Twilio will request  if an error occurs while retrieving or executing the TwiML from the Inbound Request URL.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "friendly_name": {"name": "friendly_name", "description": "A human-readable descriptive name for the messaging service.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "inbound_method": {"name": "inbound_method", "description": "The HTTP method Twilio will use to send requests to the inbound request URL of the messaging service.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "inbound_request_url": {"name": "inbound_request_url", "description": "The URL we call using inbound_method when a message is received by any phone number or short code in the Service. When this property is null, receiving inbound messages is disabled. All messages sent to the Twilio phone number or short code will not be logged and received on the Account. If the use_inbound_webhook_on_number field is enabled then the webhook url defined on the phone number will override the inbound_request_url defined for the Messaging Service.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "mms_converter": {"name": "mms_converter", "description": "Specifies the method to convert outbound MMS content.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "scan_message_content": {"name": "scan_message_content", "description": "Specifies whether to scan the content of outbound messages sent using the messaging service for harmful or unwanted content.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "smart_encoding": {"name": "smart_encoding", "description": "Specifies whether Twilio should attempt to optimize the message encoding for the messaging service.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "status_callback": {"name": "status_callback", "description": "The URL that Twilio will request to pass status updates of sent messages to the messaging service.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "sticky_sender": {"name": "sticky_sender", "description": "Specifies whether to assign a single sender phone number for all outbound messages sent from the messaging service.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "synchronous_validation": {"name": "synchronous_validation", "description": "Specifies whether to enable or disable synchronous validation of requests to the messaging service.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "updated_at": {"name": "updated_at", "description": "The date and time when the messaging service was last updated.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "us_app_to_person_registered": {"name": "us_app_to_person_registered", "description": "Specifies whether to enable or disable routing inbound messages to the messaging service using US App-to-Person (A2P) routing.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "use_inbound_webhook_on_number": {"name": "use_inbound_webhook_on_number", "description": "Specifies whether to use inbound webhooks for handling incoming messages to the messaging service.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "use_case": {"name": "use_case", "description": "Specifies the intended use case of the messaging service.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "validity_period": {"name": "validity_period", "description": "How long, in seconds, messages sent from the Service are valid. Can be an integer from 1 to 14,400.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "twilio_source://models/stg_twilio.yml", "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "twilio_source", "enabled": true}, "created_at": 1732226747.300357, "relation_name": "\"postgres\".\"twilio_integration_tests_1_twilio_source\".\"stg_twilio__messaging_service\"", "raw_code": "--To disable this model, set the using_twilio_messaging_service variable within your dbt_project.yml file to False.\n{{ config(enabled=var('using_twilio_messaging_service', True)) }}\n\nwith base as (\n\n    select * \n    from {{ ref('stg_twilio__messaging_service_tmp') }}\n),\n\nfields as (\n\n    select\n        {{\n            fivetran_utils.fill_staging_columns(\n                source_columns=adapter.get_columns_in_relation(ref('stg_twilio__messaging_service_tmp')),\n                staging_columns=get_messaging_service_columns()\n            )\n        }}\n    from base\n),\n\nfinal as (\n    \n    select \n        _fivetran_deleted,\n        _fivetran_synced,\n        account_id,\n        area_code_geomatch,\n        created_at,\n        fallback_method,\n        fallback_to_long_code,\n        fallback_url,\n        friendly_name,\n        cast(id as {{ dbt.type_string() }}) as messaging_service_id,\n        inbound_method,\n        inbound_request_url,\n        mms_converter,\n        scan_message_content,\n        smart_encoding,\n        status_callback,\n        sticky_sender,\n        synchronous_validation,\n        updated_at,\n        us_app_to_person_registered,\n        use_inbound_webhook_on_number,\n        usecase as use_case,\n        validity_period\n    from fields\n)\n\nselect *\nfrom final", "language": "sql", "refs": [{"name": "stg_twilio__messaging_service_tmp", "package": null, "version": null}, {"name": "stg_twilio__messaging_service_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.twilio_source.get_messaging_service_columns", "macro.fivetran_utils.fill_staging_columns", "macro.dbt.type_string"], "nodes": ["model.twilio_source.stg_twilio__messaging_service_tmp"]}, "compiled_path": "target/compiled/twilio_source/models/stg_twilio__messaging_service.sql", "compiled": true, "compiled_code": "--To disable this model, set the using_twilio_messaging_service variable within your dbt_project.yml file to False.\n\n\nwith base as (\n\n    select * \n    from \"postgres\".\"twilio_integration_tests_1_twilio_source\".\"stg_twilio__messaging_service_tmp\"\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    account_id\n    \n as \n    \n    account_id\n    \n, \n    \n    \n    area_code_geomatch\n    \n as \n    \n    area_code_geomatch\n    \n, \n    \n    \n    created_at\n    \n as \n    \n    created_at\n    \n, \n    \n    \n    fallback_method\n    \n as \n    \n    fallback_method\n    \n, \n    \n    \n    fallback_to_long_code\n    \n as \n    \n    fallback_to_long_code\n    \n, \n    \n    \n    fallback_url\n    \n as \n    \n    fallback_url\n    \n, \n    \n    \n    friendly_name\n    \n as \n    \n    friendly_name\n    \n, \n    \n    \n    id\n    \n as \n    \n    id\n    \n, \n    \n    \n    inbound_method\n    \n as \n    \n    inbound_method\n    \n, \n    \n    \n    inbound_request_url\n    \n as \n    \n    inbound_request_url\n    \n, \n    \n    \n    mms_converter\n    \n as \n    \n    mms_converter\n    \n, \n    \n    \n    scan_message_content\n    \n as \n    \n    scan_message_content\n    \n, \n    \n    \n    smart_encoding\n    \n as \n    \n    smart_encoding\n    \n, \n    \n    \n    status_callback\n    \n as \n    \n    status_callback\n    \n, \n    \n    \n    sticky_sender\n    \n as \n    \n    sticky_sender\n    \n, \n    \n    \n    synchronous_validation\n    \n as \n    \n    synchronous_validation\n    \n, \n    \n    \n    updated_at\n    \n as \n    \n    updated_at\n    \n, \n    \n    \n    us_app_to_person_registered\n    \n as \n    \n    us_app_to_person_registered\n    \n, \n    \n    \n    use_inbound_webhook_on_number\n    \n as \n    \n    use_inbound_webhook_on_number\n    \n, \n    \n    \n    usecase\n    \n as \n    \n    usecase\n    \n, \n    \n    \n    validity_period\n    \n as \n    \n    validity_period\n    \n\n\n\n    from base\n),\n\nfinal as (\n    \n    select \n        _fivetran_deleted,\n        _fivetran_synced,\n        account_id,\n        area_code_geomatch,\n        created_at,\n        fallback_method,\n        fallback_to_long_code,\n        fallback_url,\n        friendly_name,\n        cast(id as TEXT) as messaging_service_id,\n        inbound_method,\n        inbound_request_url,\n        mms_converter,\n        scan_message_content,\n        smart_encoding,\n        status_callback,\n        sticky_sender,\n        synchronous_validation,\n        updated_at,\n        us_app_to_person_registered,\n        use_inbound_webhook_on_number,\n        usecase as use_case,\n        validity_period\n    from fields\n)\n\nselect *\nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.twilio_source.stg_twilio__account_history": {"database": "postgres", "schema": "twilio_integration_tests_1_twilio_source", "name": "stg_twilio__account_history", "resource_type": "model", "package_name": "twilio_source", "path": "stg_twilio__account_history.sql", "original_file_path": "models/stg_twilio__account_history.sql", "unique_id": "model.twilio_source.stg_twilio__account_history", "fqn": ["twilio_source", "stg_twilio__account_history"], "alias": "stg_twilio__account_history", "checksum": {"name": "sha256", "checksum": "8cf3333dd0ffb6f0968a47bb69edec2c0f930044d4cae752fa2da0699f530d45"}, "config": {"enabled": true, "alias": null, "schema": "twilio_source", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Table with information about each of your accounts.", "columns": {"_fivetran_synced": {"name": "_fivetran_synced", "description": "timestamp of when fivetran synced a record.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_id": {"name": "account_id", "description": "The unique identifier for the account history record.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "created_at": {"name": "created_at", "description": "The date and time when the account history record was created.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "friendly_name": {"name": "friendly_name", "description": "A user-friendly name or label associated with the account history event.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "owner_account_id": {"name": "owner_account_id", "description": "The unique id that represents the parent of this account. The OwnerAccountSid of a parent account is it's own sid.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "status": {"name": "status", "description": "The status or state of the account history event.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "type": {"name": "type", "description": "The type or category of the account history event.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "updated_at": {"name": "updated_at", "description": "The date and time when the account history record was last updated.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "is_most_recent_record": {"name": "is_most_recent_record", "description": "Whether the record is the most recent.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "twilio_source://models/stg_twilio.yml", "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "twilio_source"}, "created_at": 1732226747.291992, "relation_name": "\"postgres\".\"twilio_integration_tests_1_twilio_source\".\"stg_twilio__account_history\"", "raw_code": "with base as (\n\n    select * \n    from {{ ref('stg_twilio__account_history_tmp') }}\n),\n\nfields as (\n\n    select\n        {{\n            fivetran_utils.fill_staging_columns(\n                source_columns=adapter.get_columns_in_relation(ref('stg_twilio__account_history_tmp')),\n                staging_columns=get_account_history_columns()\n            )\n        }}\n    from base\n),\n\nfinal as (\n    \n    select \n        _fivetran_synced,\n        created_at,\n        friendly_name,\n        id as account_id,\n        owner_account_id,\n        status,\n        type,\n        updated_at,\n        row_number() over (partition by id order by updated_at desc) = 1 as is_most_recent_record\n    from fields\n)\n\nselect *\nfrom final", "language": "sql", "refs": [{"name": "stg_twilio__account_history_tmp", "package": null, "version": null}, {"name": "stg_twilio__account_history_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.twilio_source.get_account_history_columns", "macro.fivetran_utils.fill_staging_columns"], "nodes": ["model.twilio_source.stg_twilio__account_history_tmp"]}, "compiled_path": "target/compiled/twilio_source/models/stg_twilio__account_history.sql", "compiled": true, "compiled_code": "with base as (\n\n    select * \n    from \"postgres\".\"twilio_integration_tests_1_twilio_source\".\"stg_twilio__account_history_tmp\"\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    created_at\n    \n as \n    \n    created_at\n    \n, \n    \n    \n    friendly_name\n    \n as \n    \n    friendly_name\n    \n, \n    \n    \n    id\n    \n as \n    \n    id\n    \n, \n    \n    \n    owner_account_id\n    \n as \n    \n    owner_account_id\n    \n, \n    \n    \n    status\n    \n as \n    \n    status\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    from base\n),\n\nfinal as (\n    \n    select \n        _fivetran_synced,\n        created_at,\n        friendly_name,\n        id as account_id,\n        owner_account_id,\n        status,\n        type,\n        updated_at,\n        row_number() over (partition by id order by updated_at desc) = 1 as is_most_recent_record\n    from fields\n)\n\nselect *\nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.twilio_source.stg_twilio__message": {"database": "postgres", "schema": "twilio_integration_tests_1_twilio_source", "name": "stg_twilio__message", "resource_type": "model", "package_name": "twilio_source", "path": "stg_twilio__message.sql", "original_file_path": "models/stg_twilio__message.sql", "unique_id": "model.twilio_source.stg_twilio__message", "fqn": ["twilio_source", "stg_twilio__message"], "alias": "stg_twilio__message", "checksum": {"name": "sha256", "checksum": "3f12b9a46bc8af5b4776d96548daabd15811e5c9d28b217d11d37e80c61439d5"}, "config": {"enabled": true, "alias": null, "schema": "twilio_source", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "A table with information about each individual outbound or inbound message.", "columns": {"_fivetran_synced": {"name": "_fivetran_synced", "description": "timestamp of when fivetran synced a record.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "message_id": {"name": "message_id", "description": "The unique identifier for the message.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_id": {"name": "account_id", "description": "The unique identifier of the Account that sent or received the message.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "body": {"name": "body", "description": "The text of the message.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "created_at": {"name": "created_at", "description": "The timestamp indicating when the message was created.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "timestamp_sent": {"name": "timestamp_sent", "description": "The timestamp indicating when the message was sent.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "direction": {"name": "direction", "description": "The direction of the message.  Can be inbound for incoming messages, outbound-api for messages initiated by a REST API, outbound-call for messages initiated during a call, or outbound-reply for messages initiated in response to an incoming message.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "error_code": {"name": "error_code", "description": "The error code associated with the message, if applicable.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "error_message": {"name": "error_message", "description": "The description of the error_code if your message status is failed or undelivered. If the message was successful, this value is null.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "message_from": {"name": "message_from", "description": "The phone number or sender ID that sent the message.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "messaging_service_id": {"name": "messaging_service_id", "description": "The unique identifier of the messaging service associated with the message.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "num_media": {"name": "num_media", "description": "The number of media (e.g., images, videos) included in the message.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "num_segments": {"name": "num_segments", "description": "The number of segments the message contains. A message body that is too large to be sent in a single SMS message is segmented and charged as multiple messages. Inbound messages over 160 characters are reassembled when the message is received. Note, when using a Messaging Service to send messages, num_segments will always be 0 in Twilio's response to your API request.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "price": {"name": "price", "description": "The cost of the message.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "price_unit": {"name": "price_unit", "description": "The currency unit for the message cost.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "status": {"name": "status", "description": "The status of the message. Can be accepted, scheduled, canceled, queued, sending, sent, failed, delivered, undelivered, receiving, received, or read (WhatsApp only).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "message_to": {"name": "message_to", "description": "The phone number or recipient ID that received the message.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "updated_at": {"name": "updated_at", "description": "The timestamp indicating when the message was last updated.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "twilio_source://models/stg_twilio.yml", "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "twilio_source"}, "created_at": 1732226747.298412, "relation_name": "\"postgres\".\"twilio_integration_tests_1_twilio_source\".\"stg_twilio__message\"", "raw_code": "with base as (\n\n    select * \n    from {{ ref('stg_twilio__message_tmp') }}\n),\n\nfields as (\n\n    select\n        {{\n            fivetran_utils.fill_staging_columns(\n                source_columns=adapter.get_columns_in_relation(ref('stg_twilio__message_tmp')),\n                staging_columns=get_message_columns()\n            )\n        }}\n    from base\n),\n\nfinal as (\n    \n    select \n        _fivetran_synced,\n        account_id,\n        body,\n        created_at,\n        cast(date_sent as {{ dbt.type_timestamp() }}) as timestamp_sent,\n        direction,\n        error_code,\n        error_message,\n        message_from, -- renamed in the get_message_columns macro\n        id as message_id,\n        cast(messaging_service_sid as {{ dbt.type_string() }}) as messaging_service_id,\n        cast( {{ twilio_source.remove_non_numeric_chars('num_media')}} as {{ dbt.type_float() }}) as num_media,\n        cast( {{ twilio_source.remove_non_numeric_chars('num_segments')}} as {{ dbt.type_float() }}) as num_segments,\n        cast( {{ twilio_source.remove_non_numeric_chars('price')}} as {{ dbt.type_float() }}) as price,\n        price_unit,\n        status,\n        message_to, -- renamed in the get_message_columns macro\n        updated_at\n    from fields\n)\n\nselect *\nfrom final", "language": "sql", "refs": [{"name": "stg_twilio__message_tmp", "package": null, "version": null}, {"name": "stg_twilio__message_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.twilio_source.get_message_columns", "macro.fivetran_utils.fill_staging_columns", "macro.dbt.type_timestamp", "macro.dbt.type_string", "macro.twilio_source.remove_non_numeric_chars", "macro.dbt.type_float"], "nodes": ["model.twilio_source.stg_twilio__message_tmp"]}, "compiled_path": "target/compiled/twilio_source/models/stg_twilio__message.sql", "compiled": true, "compiled_code": "with base as (\n\n    select * \n    from \"postgres\".\"twilio_integration_tests_1_twilio_source\".\"stg_twilio__message_tmp\"\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    account_id\n    \n as \n    \n    account_id\n    \n, \n    \n    \n    body\n    \n as \n    \n    body\n    \n, \n    \n    \n    created_at\n    \n as \n    \n    created_at\n    \n, \n    \n    \n    date_sent\n    \n as \n    \n    date_sent\n    \n, \n    \n    \n    direction\n    \n as \n    \n    direction\n    \n, \n    \n    \n    error_code\n    \n as \n    \n    error_code\n    \n, \n    \n    \n    error_message\n    \n as \n    \n    error_message\n    \n, \n    \n    \n    id\n    \n as \n    \n    id\n    \n, \n    \n    \n    messaging_service_sid\n    \n as \n    \n    messaging_service_sid\n    \n, \n    \n    \n    num_media\n    \n as \n    \n    num_media\n    \n, \n    \n    \n    num_segments\n    \n as \n    \n    num_segments\n    \n, \n    \n    \n    price\n    \n as \n    \n    price\n    \n, \n    \n    \n    price_unit\n    \n as \n    \n    price_unit\n    \n, \n    \n    \n    status\n    \n as \n    \n    status\n    \n, \n    \n    \n    updated_at\n    \n as \n    \n    updated_at\n    \n, \n    \n    \n        \n            \n            \"from\"\n            \n        \n    \n as message_from , \n    \n    \n        \n            \n            \"to\"\n            \n        \n    \n as message_to \n\n\n    from base\n),\n\nfinal as (\n    \n    select \n        _fivetran_synced,\n        account_id,\n        body,\n        created_at,\n        cast(date_sent as timestamp) as timestamp_sent,\n        direction,\n        error_code,\n        error_message,\n        message_from, -- renamed in the get_message_columns macro\n        id as message_id,\n        cast(messaging_service_sid as TEXT) as messaging_service_id,\n        cast( \n\n    REGEXP_REPLACE(cast (num_media as TEXT), '[^0-9.-]', '', 'g')\n\n as float) as num_media,\n        cast( \n\n    REGEXP_REPLACE(cast (num_segments as TEXT), '[^0-9.-]', '', 'g')\n\n as float) as num_segments,\n        cast( \n\n    REGEXP_REPLACE(cast (price as TEXT), '[^0-9.-]', '', 'g')\n\n as float) as price,\n        price_unit,\n        status,\n        message_to, -- renamed in the get_message_columns macro\n        updated_at\n    from fields\n)\n\nselect *\nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.twilio_source.stg_twilio__usage_record": {"database": "postgres", "schema": "twilio_integration_tests_1_twilio_source", "name": "stg_twilio__usage_record", "resource_type": "model", "package_name": "twilio_source", "path": "stg_twilio__usage_record.sql", "original_file_path": "models/stg_twilio__usage_record.sql", "unique_id": "model.twilio_source.stg_twilio__usage_record", "fqn": ["twilio_source", "stg_twilio__usage_record"], "alias": "stg_twilio__usage_record", "checksum": {"name": "sha256", "checksum": "526f0dd0461491d1ef3a88cf93bb5139ae1511d9145f3947daa5c6fbaddb15b5"}, "config": {"enabled": true, "alias": null, "schema": "twilio_source", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "A table with information about resource consumption in Twilio.", "columns": {"_fivetran_synced": {"name": "_fivetran_synced", "description": "timestamp of when fivetran synced a record.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_id": {"name": "account_id", "description": "The unique identifier of the account associated with the usage record.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "as_of": {"name": "as_of", "description": "Usage records up to date as of this timestamp, formatted as YYYY-MM-DDTHH:MM:SS+00:00. All timestamps are in GMT", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "category": {"name": "category", "description": "The category of usage.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "count": {"name": "count", "description": "The number of usage events, such as the number of calls.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "count_unit": {"name": "count_unit", "description": "The units in which count is measured, such as calls for calls or messages for SMS.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "description": {"name": "description", "description": "A brief description or summary of the usage record.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "end_date": {"name": "end_date", "description": "The end date of the usage period for the record.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "price": {"name": "price", "description": "The cost or price associated with the resource usage.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "price_unit": {"name": "price_unit", "description": "The currency unit for the price.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "start_date": {"name": "start_date", "description": "The first date for which usage is included in this UsageRecord. The date is specified in GMT and formatted as YYYY-MM-DD.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "usage": {"name": "usage", "description": "The amount used to bill usage and measured in units described in usage_unit.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "usage_unit": {"name": "usage_unit", "description": "The units in which usage is measured, such as minutes for calls or messages for SMS.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "twilio_source://models/stg_twilio.yml", "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "twilio_source", "enabled": true}, "created_at": 1732226747.302134, "relation_name": "\"postgres\".\"twilio_integration_tests_1_twilio_source\".\"stg_twilio__usage_record\"", "raw_code": "{{ config(enabled=var('using_twilio_usage_record', True)) }}\n\nwith base as (\n\n    select * \n    from {{ ref('stg_twilio__usage_record_tmp') }}\n),\n\nfields as (\n\n    select\n        {{\n            fivetran_utils.fill_staging_columns(\n                source_columns=adapter.get_columns_in_relation(ref('stg_twilio__usage_record_tmp')),\n                staging_columns=get_usage_record_columns()\n            )\n        }}\n    from base\n),\n\nfinal as (\n    \n    select \n        _fivetran_synced,\n        account_id,\n        as_of,\n        category,\n        cast( {{ twilio_source.remove_non_numeric_chars('count')}} as {{ dbt.type_float() }}) as count,\n        count_unit,\n        description,\n        end_date,\n        cast( {{ twilio_source.remove_non_numeric_chars('price')}} as {{ dbt.type_float() }}) as price,\n        price_unit,\n        start_date,\n        cast( {{ twilio_source.remove_non_numeric_chars('usage')}} as {{ dbt.type_float() }}) as usage,\n        usage_unit\n    from fields\n)\n\nselect *\nfrom final", "language": "sql", "refs": [{"name": "stg_twilio__usage_record_tmp", "package": null, "version": null}, {"name": "stg_twilio__usage_record_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.twilio_source.get_usage_record_columns", "macro.fivetran_utils.fill_staging_columns", "macro.twilio_source.remove_non_numeric_chars", "macro.dbt.type_float"], "nodes": ["model.twilio_source.stg_twilio__usage_record_tmp"]}, "compiled_path": "target/compiled/twilio_source/models/stg_twilio__usage_record.sql", "compiled": true, "compiled_code": "\n\nwith base as (\n\n    select * \n    from \"postgres\".\"twilio_integration_tests_1_twilio_source\".\"stg_twilio__usage_record_tmp\"\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    account_id\n    \n as \n    \n    account_id\n    \n, \n    \n    \n    as_of\n    \n as \n    \n    as_of\n    \n, \n    \n    \n    category\n    \n as \n    \n    category\n    \n, \n    \n    \n    count\n    \n as \n    \n    count\n    \n, \n    \n    \n    count_unit\n    \n as \n    \n    count_unit\n    \n, \n    \n    \n    description\n    \n as \n    \n    description\n    \n, \n    \n    \n    end_date\n    \n as \n    \n    end_date\n    \n, \n    \n    \n    price\n    \n as \n    \n    price\n    \n, \n    \n    \n    price_unit\n    \n as \n    \n    price_unit\n    \n, \n    \n    \n    start_date\n    \n as \n    \n    start_date\n    \n, \n    \n    \n    usage\n    \n as \n    \n    usage\n    \n, \n    \n    \n    usage_unit\n    \n as \n    \n    usage_unit\n    \n\n\n\n    from base\n),\n\nfinal as (\n    \n    select \n        _fivetran_synced,\n        account_id,\n        as_of,\n        category,\n        cast( \n\n    REGEXP_REPLACE(cast (count as TEXT), '[^0-9.-]', '', 'g')\n\n as float) as count,\n        count_unit,\n        description,\n        end_date,\n        cast( \n\n    REGEXP_REPLACE(cast (price as TEXT), '[^0-9.-]', '', 'g')\n\n as float) as price,\n        price_unit,\n        start_date,\n        cast( \n\n    REGEXP_REPLACE(cast (usage as TEXT), '[^0-9.-]', '', 'g')\n\n as float) as usage,\n        usage_unit\n    from fields\n)\n\nselect *\nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.twilio_source.stg_twilio__outgoing_caller_id": {"database": "postgres", "schema": "twilio_integration_tests_1_twilio_source", "name": "stg_twilio__outgoing_caller_id", "resource_type": "model", "package_name": "twilio_source", "path": "stg_twilio__outgoing_caller_id.sql", "original_file_path": "models/stg_twilio__outgoing_caller_id.sql", "unique_id": "model.twilio_source.stg_twilio__outgoing_caller_id", "fqn": ["twilio_source", "stg_twilio__outgoing_caller_id"], "alias": "stg_twilio__outgoing_caller_id", "checksum": {"name": "sha256", "checksum": "5f60cdea964637587cb68b5ec51952bda28677a31b1e7436b511f5f1d4a15aeb"}, "config": {"enabled": true, "alias": null, "schema": "twilio_source", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "A table with information on each single verified number that may be used as a caller ID when making outgoing calls via the REST API and within the TwiML <Dial> verb.", "columns": {"_fivetran_synced": {"name": "_fivetran_synced", "description": "timestamp of when fivetran synced a record.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "outgoing_caller_id": {"name": "outgoing_caller_id", "description": "The unique string that identifies this resource.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "created_at": {"name": "created_at", "description": "The date that this resource was created, given in RFC 2822 format.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "friendly_name": {"name": "friendly_name", "description": "A human readable descriptive text for this resource, up to 64 characters long. By default, the FriendlyName is a nicely formatted version of the phone number.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "phone_number": {"name": "phone_number", "description": "The incoming phone number. Formatted with a '+' and country code e.g., +16175551212 (E.164 format).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "updated_at": {"name": "updated_at", "description": "The date that this resource was last updated, given in RFC 2822 format.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "twilio_source://models/stg_twilio.yml", "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "twilio_source"}, "created_at": 1732226747.300597, "relation_name": "\"postgres\".\"twilio_integration_tests_1_twilio_source\".\"stg_twilio__outgoing_caller_id\"", "raw_code": "with base as (\n\n    select * \n    from {{ ref('stg_twilio__outgoing_caller_id_tmp') }}\n),\n\nfields as (\n\n    select\n        {{\n            fivetran_utils.fill_staging_columns(\n                source_columns=adapter.get_columns_in_relation(ref('stg_twilio__outgoing_caller_id_tmp')),\n                staging_columns=get_outgoing_caller_id_columns()\n            )\n        }}\n    from base\n),\n\nfinal as (\n    \n    select \n        _fivetran_synced,\n        created_at,\n        friendly_name,\n        id as outgoing_caller_id,\n        phone_number,\n        updated_at\n    from fields\n)\n\nselect *\nfrom final", "language": "sql", "refs": [{"name": "stg_twilio__outgoing_caller_id_tmp", "package": null, "version": null}, {"name": "stg_twilio__outgoing_caller_id_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.twilio_source.get_outgoing_caller_id_columns", "macro.fivetran_utils.fill_staging_columns"], "nodes": ["model.twilio_source.stg_twilio__outgoing_caller_id_tmp"]}, "compiled_path": "target/compiled/twilio_source/models/stg_twilio__outgoing_caller_id.sql", "compiled": true, "compiled_code": "with base as (\n\n    select * \n    from \"postgres\".\"twilio_integration_tests_1_twilio_source\".\"stg_twilio__outgoing_caller_id_tmp\"\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    created_at\n    \n as \n    \n    created_at\n    \n, \n    \n    \n    friendly_name\n    \n as \n    \n    friendly_name\n    \n, \n    \n    \n    id\n    \n as \n    \n    id\n    \n, \n    \n    \n    phone_number\n    \n as \n    \n    phone_number\n    \n, \n    \n    \n    updated_at\n    \n as \n    \n    updated_at\n    \n\n\n\n    from base\n),\n\nfinal as (\n    \n    select \n        _fivetran_synced,\n        created_at,\n        friendly_name,\n        id as outgoing_caller_id,\n        phone_number,\n        updated_at\n    from fields\n)\n\nselect *\nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.twilio_source.stg_twilio__address": {"database": "postgres", "schema": "twilio_integration_tests_1_twilio_source", "name": "stg_twilio__address", "resource_type": "model", "package_name": "twilio_source", "path": "stg_twilio__address.sql", "original_file_path": "models/stg_twilio__address.sql", "unique_id": "model.twilio_source.stg_twilio__address", "fqn": ["twilio_source", "stg_twilio__address"], "alias": "stg_twilio__address", "checksum": {"name": "sha256", "checksum": "e6b8b0bc003ebf0839231d90bc3d57092c7d951b7a1187d16a6e2374391b5ab2"}, "config": {"enabled": true, "alias": null, "schema": "twilio_source", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "A table containing records about your or your customer\u2019s physical location within a country", "columns": {"_fivetran_synced": {"name": "_fivetran_synced", "description": "timestamp of when fivetran synced a record.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "address_id": {"name": "address_id", "description": "The unique identifier for the address record.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_id": {"name": "account_id", "description": "The unique identifier of the account associated with the address.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "city": {"name": "city", "description": "The city or locality of the address.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "created_at": {"name": "created_at", "description": "The timestamp indicating when the address record was created.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "customer_name": {"name": "customer_name", "description": "The name of the customer or contact associated with the address.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "emergency_enabled": {"name": "emergency_enabled", "description": "A boolean value indicating whether emergency services are enabled for the address.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "friendly_name": {"name": "friendly_name", "description": "A user-friendly name or label associated with the address.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "iso_country": {"name": "iso_country", "description": "The ISO country code of the address.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "postal_code": {"name": "postal_code", "description": "The postal code or ZIP code of the address.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "region": {"name": "region", "description": "The region or state of the address.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "street": {"name": "street", "description": "The street address.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "updated_at": {"name": "updated_at", "description": "The timestamp indicating when the address record was last updated.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "validated": {"name": "validated", "description": "A boolean value indicating whether the address has been validated.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "verified": {"name": "verified", "description": "A boolean value indicating whether the address has been verified.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "twilio_source://models/stg_twilio.yml", "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "twilio_source"}, "created_at": 1732226747.293362, "relation_name": "\"postgres\".\"twilio_integration_tests_1_twilio_source\".\"stg_twilio__address\"", "raw_code": "with base as (\n\n    select * \n    from {{ ref('stg_twilio__address_tmp') }}\n),\n\nfields as (\n\n    select\n        {{\n            fivetran_utils.fill_staging_columns(\n                source_columns=adapter.get_columns_in_relation(ref('stg_twilio__address_tmp')),\n                staging_columns=get_address_columns()\n            )\n        }}\n    from base\n),\n\nfinal as (\n    \n    select \n        _fivetran_synced,\n        account_id,\n        city,\n        created_at,\n        customer_name,\n        emergency_enabled,\n        friendly_name,\n        cast(id as {{ dbt.type_string() }}) as address_id,\n        iso_country,\n        postal_code,\n        region,\n        street,\n        updated_at,\n        validated,\n        verified\n    from fields\n)\n\nselect *\nfrom final", "language": "sql", "refs": [{"name": "stg_twilio__address_tmp", "package": null, "version": null}, {"name": "stg_twilio__address_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.twilio_source.get_address_columns", "macro.fivetran_utils.fill_staging_columns", "macro.dbt.type_string"], "nodes": ["model.twilio_source.stg_twilio__address_tmp"]}, "compiled_path": "target/compiled/twilio_source/models/stg_twilio__address.sql", "compiled": true, "compiled_code": "with base as (\n\n    select * \n    from \"postgres\".\"twilio_integration_tests_1_twilio_source\".\"stg_twilio__address_tmp\"\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    account_id\n    \n as \n    \n    account_id\n    \n, \n    \n    \n    city\n    \n as \n    \n    city\n    \n, \n    \n    \n    created_at\n    \n as \n    \n    created_at\n    \n, \n    \n    \n    customer_name\n    \n as \n    \n    customer_name\n    \n, \n    \n    \n    emergency_enabled\n    \n as \n    \n    emergency_enabled\n    \n, \n    \n    \n    friendly_name\n    \n as \n    \n    friendly_name\n    \n, \n    \n    \n    id\n    \n as \n    \n    id\n    \n, \n    \n    \n    iso_country\n    \n as \n    \n    iso_country\n    \n, \n    \n    \n    postal_code\n    \n as \n    \n    postal_code\n    \n, \n    \n    \n    region\n    \n as \n    \n    region\n    \n, \n    \n    \n    street\n    \n as \n    \n    street\n    \n, \n    \n    \n    updated_at\n    \n as \n    \n    updated_at\n    \n, \n    \n    \n    validated\n    \n as \n    \n    validated\n    \n, \n    \n    \n    verified\n    \n as \n    \n    verified\n    \n\n\n\n    from base\n),\n\nfinal as (\n    \n    select \n        _fivetran_synced,\n        account_id,\n        city,\n        created_at,\n        customer_name,\n        emergency_enabled,\n        friendly_name,\n        cast(id as TEXT) as address_id,\n        iso_country,\n        postal_code,\n        region,\n        street,\n        updated_at,\n        validated,\n        verified\n    from fields\n)\n\nselect *\nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.twilio_source.stg_twilio__incoming_phone_number": {"database": "postgres", "schema": "twilio_integration_tests_1_twilio_source", "name": "stg_twilio__incoming_phone_number", "resource_type": "model", "package_name": "twilio_source", "path": "stg_twilio__incoming_phone_number.sql", "original_file_path": "models/stg_twilio__incoming_phone_number.sql", "unique_id": "model.twilio_source.stg_twilio__incoming_phone_number", "fqn": ["twilio_source", "stg_twilio__incoming_phone_number"], "alias": "stg_twilio__incoming_phone_number", "checksum": {"name": "sha256", "checksum": "7bf7b56c55d322e020336702554057a1be16fd62ba2501834b8033ed7dfb2450"}, "config": {"enabled": true, "alias": null, "schema": "twilio_source", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "A table with information about each Twilio phone number provisioned from Twilio, ported or hosted to Twilio", "columns": {"_fivetran_synced": {"name": "_fivetran_synced", "description": "timestamp of when fivetran synced a record.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "incoming_phone_number_id": {"name": "incoming_phone_number_id", "description": "The unique identifier for this phone number resource.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_id": {"name": "account_id", "description": "The unique identifier of the Account that owns this phone number resource.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "address_id": {"name": "address_id", "description": "The unique identifier of the Address resource responsible for the phone number.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "capabilities_mms": {"name": "capabilities_mms", "description": "Indicates whether this phone number is capable of sending and receiving MMS messages.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "capabilities_sms": {"name": "capabilities_sms", "description": "Indicates whether this phone number is capable of sending and receiving SMS messages.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "capabilities_voice": {"name": "capabilities_voice", "description": "Indicates whether this phone number is capable of making and receiving voice calls.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "created_at": {"name": "created_at", "description": "The date and time this phone number resource was created.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "emergency_address_id": {"name": "emergency_address_id", "description": "The unique identifier of the Address resource to be used in case of an emergency.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "emergency_status": {"name": "emergency_status", "description": "The emergency status of the phone number.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "friendly_name": {"name": "friendly_name", "description": "A human-readable name associated with the phone number.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "origin": {"name": "origin", "description": "The origination type of the phone number.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "phone_number": {"name": "phone_number", "description": "The phone number in E.164 format.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "trunk_id": {"name": "trunk_id", "description": "The unique identifier of the Trunk resource responsible for the phone number.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "updated_at": {"name": "updated_at", "description": "The date and time this phone number resource was last updated.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "voice_caller_id_lookup": {"name": "voice_caller_id_lookup", "description": "Indicates whether the phone number performs a lookup of the caller ID.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "voice_url": {"name": "voice_url", "description": "The URL Twilio will request when receiving a voice call to this phone number.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "twilio_source://models/stg_twilio.yml", "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "twilio_source"}, "created_at": 1732226747.297045, "relation_name": "\"postgres\".\"twilio_integration_tests_1_twilio_source\".\"stg_twilio__incoming_phone_number\"", "raw_code": "with base as (\n\n    select * \n    from {{ ref('stg_twilio__incoming_phone_number_tmp') }}\n),\n\nfields as (\n\n    select\n        {{\n            fivetran_utils.fill_staging_columns(\n                source_columns=adapter.get_columns_in_relation(ref('stg_twilio__incoming_phone_number_tmp')),\n                staging_columns=get_incoming_phone_number_columns()\n            )\n        }}\n    from base\n),\n\nfinal as (\n    \n    select \n        _fivetran_synced,\n        account_id,\n        cast(address_id as {{ dbt.type_string() }}) as address_id, \n        capabilities_mms,\n        capabilities_sms,\n        capabilities_voice,\n        created_at,\n        emergency_address_id,\n        emergency_status,\n        friendly_name,\n        id as incoming_phone_number_id,\n        origin,\n        phone_number,\n        trunk_id,\n        updated_at,\n        voice_caller_id_lookup,\n        voice_url\n    from fields\n)\n\nselect *\nfrom final", "language": "sql", "refs": [{"name": "stg_twilio__incoming_phone_number_tmp", "package": null, "version": null}, {"name": "stg_twilio__incoming_phone_number_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.twilio_source.get_incoming_phone_number_columns", "macro.fivetran_utils.fill_staging_columns", "macro.dbt.type_string"], "nodes": ["model.twilio_source.stg_twilio__incoming_phone_number_tmp"]}, "compiled_path": "target/compiled/twilio_source/models/stg_twilio__incoming_phone_number.sql", "compiled": true, "compiled_code": "with base as (\n\n    select * \n    from \"postgres\".\"twilio_integration_tests_1_twilio_source\".\"stg_twilio__incoming_phone_number_tmp\"\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    account_id\n    \n as \n    \n    account_id\n    \n, \n    \n    \n    address_id\n    \n as \n    \n    address_id\n    \n, \n    \n    \n    address_requirements\n    \n as \n    \n    address_requirements\n    \n, \n    \n    \n    beta\n    \n as \n    \n    beta\n    \n, \n    \n    \n    capabilities_mms\n    \n as \n    \n    capabilities_mms\n    \n, \n    \n    \n    capabilities_sms\n    \n as \n    \n    capabilities_sms\n    \n, \n    \n    \n    capabilities_voice\n    \n as \n    \n    capabilities_voice\n    \n, \n    \n    \n    created_at\n    \n as \n    \n    created_at\n    \n, \n    \n    \n    emergency_address_id\n    \n as \n    \n    emergency_address_id\n    \n, \n    \n    \n    emergency_status\n    \n as \n    \n    emergency_status\n    \n, \n    \n    \n    friendly_name\n    \n as \n    \n    friendly_name\n    \n, \n    \n    \n    id\n    \n as \n    \n    id\n    \n, \n    \n    \n    origin\n    \n as \n    \n    origin\n    \n, \n    \n    \n    phone_number\n    \n as \n    \n    phone_number\n    \n, \n    \n    \n    trunk_id\n    \n as \n    \n    trunk_id\n    \n, \n    \n    \n    updated_at\n    \n as \n    \n    updated_at\n    \n, \n    \n    \n    voice_caller_id_lookup\n    \n as \n    \n    voice_caller_id_lookup\n    \n, \n    \n    \n    voice_url\n    \n as \n    \n    voice_url\n    \n\n\n\n    from base\n),\n\nfinal as (\n    \n    select \n        _fivetran_synced,\n        account_id,\n        cast(address_id as TEXT) as address_id, \n        capabilities_mms,\n        capabilities_sms,\n        capabilities_voice,\n        created_at,\n        emergency_address_id,\n        emergency_status,\n        friendly_name,\n        id as incoming_phone_number_id,\n        origin,\n        phone_number,\n        trunk_id,\n        updated_at,\n        voice_caller_id_lookup,\n        voice_url\n    from fields\n)\n\nselect *\nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.twilio_source.stg_twilio__call_tmp": {"database": "postgres", "schema": "twilio_integration_tests_1_twilio_source", "name": "stg_twilio__call_tmp", "resource_type": "model", "package_name": "twilio_source", "path": "tmp/stg_twilio__call_tmp.sql", "original_file_path": "models/tmp/stg_twilio__call_tmp.sql", "unique_id": "model.twilio_source.stg_twilio__call_tmp", "fqn": ["twilio_source", "tmp", "stg_twilio__call_tmp"], "alias": "stg_twilio__call_tmp", "checksum": {"name": "sha256", "checksum": "e2b37ca68ac8c6022de34dd5b64f2025a197d67b954bbea6e0502731015458c9"}, "config": {"enabled": true, "alias": null, "schema": "twilio_source", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "view", "schema": "twilio_source", "enabled": true}, "created_at": 1732226747.221188, "relation_name": "\"postgres\".\"twilio_integration_tests_1_twilio_source\".\"stg_twilio__call_tmp\"", "raw_code": "--To disable this model, set the using_twilio_call variable within your dbt_project.yml file to False.\n{{ config(enabled=var('using_twilio_call', True)) }}\n\nselect {{ dbt_utils.star(source('twilio', 'call')) }}\nfrom {{ var('call') }}", "language": "sql", "refs": [], "sources": [["twilio", "call"], ["twilio", "call"]], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.star"], "nodes": ["source.twilio_source.twilio.call"]}, "compiled_path": "target/compiled/twilio_source/models/tmp/stg_twilio__call_tmp.sql", "compiled": true, "compiled_code": "--To disable this model, set the using_twilio_call variable within your dbt_project.yml file to False.\n\n\nselect \"id\",\n  \"_fivetran_synced\",\n  \"account_id\",\n  \"annotation\",\n  \"answered_by\",\n  \"caller_name\",\n  \"created_at\",\n  \"direction\",\n  \"duration\",\n  \"end_time\",\n  \"forwarded_from\",\n  \"from\",\n  \"from_formatted\",\n  \"group_id\",\n  \"outgoing_caller_id\",\n  \"parent_call_id\",\n  \"price\",\n  \"price_unit\",\n  \"queue_time\",\n  \"start_time\",\n  \"status\",\n  \"to\",\n  \"to_formatted\",\n  \"trunk_id\",\n  \"updated_at\"\nfrom \"postgres\".\"twilio_integration_tests_1\".\"twilio_call_data\"", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.twilio_source.stg_twilio__usage_record_tmp": {"database": "postgres", "schema": "twilio_integration_tests_1_twilio_source", "name": "stg_twilio__usage_record_tmp", "resource_type": "model", "package_name": "twilio_source", "path": "tmp/stg_twilio__usage_record_tmp.sql", "original_file_path": "models/tmp/stg_twilio__usage_record_tmp.sql", "unique_id": "model.twilio_source.stg_twilio__usage_record_tmp", "fqn": ["twilio_source", "tmp", "stg_twilio__usage_record_tmp"], "alias": "stg_twilio__usage_record_tmp", "checksum": {"name": "sha256", "checksum": "f20f5127965dbfdf1d68e9ff6a653fcc75c8fb94f844c443e35ef1575cdc12c0"}, "config": {"enabled": true, "alias": null, "schema": "twilio_source", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "view", "schema": "twilio_source", "enabled": true}, "created_at": 1732226747.2301052, "relation_name": "\"postgres\".\"twilio_integration_tests_1_twilio_source\".\"stg_twilio__usage_record_tmp\"", "raw_code": "{{ config(enabled=var('using_twilio_usage_record', True)) }}\n\nselect {{ dbt_utils.star(source('twilio', 'usage_record')) }}\nfrom {{ var('usage_record') }}", "language": "sql", "refs": [], "sources": [["twilio", "usage_record"], ["twilio", "usage_record"]], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.star"], "nodes": ["source.twilio_source.twilio.usage_record"]}, "compiled_path": "target/compiled/twilio_source/models/tmp/stg_twilio__usage_record_tmp.sql", "compiled": true, "compiled_code": "\n\nselect \"account_id\",\n  \"category\",\n  \"end_date\",\n  \"start_date\",\n  \"_fivetran_synced\",\n  \"as_of\",\n  \"count\",\n  \"count_unit\",\n  \"description\",\n  \"price\",\n  \"price_unit\",\n  \"usage\",\n  \"usage_unit\"\nfrom \"postgres\".\"twilio_integration_tests_1\".\"twilio_usage_record_data\"", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.twilio_source.stg_twilio__messaging_service_tmp": {"database": "postgres", "schema": "twilio_integration_tests_1_twilio_source", "name": "stg_twilio__messaging_service_tmp", "resource_type": "model", "package_name": "twilio_source", "path": "tmp/stg_twilio__messaging_service_tmp.sql", "original_file_path": "models/tmp/stg_twilio__messaging_service_tmp.sql", "unique_id": "model.twilio_source.stg_twilio__messaging_service_tmp", "fqn": ["twilio_source", "tmp", "stg_twilio__messaging_service_tmp"], "alias": "stg_twilio__messaging_service_tmp", "checksum": {"name": "sha256", "checksum": "17e0aa33688d801d81455c4bdfbdf009d62b1791e34675a41753ed5b0d572c5b"}, "config": {"enabled": true, "alias": null, "schema": "twilio_source", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "view", "schema": "twilio_source", "enabled": true}, "created_at": 1732226747.233551, "relation_name": "\"postgres\".\"twilio_integration_tests_1_twilio_source\".\"stg_twilio__messaging_service_tmp\"", "raw_code": "--To disable this model, set the using_twilio_messaging_service variable within your dbt_project.yml file to False.\n{{ config(enabled=var('using_twilio_messaging_service', True)) }}\n\nselect {{ dbt_utils.star(source('twilio', 'messaging_service')) }}\nfrom {{ var('messaging_service') }}", "language": "sql", "refs": [], "sources": [["twilio", "messaging_service"], ["twilio", "messaging_service"]], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.star"], "nodes": ["source.twilio_source.twilio.messaging_service"]}, "compiled_path": "target/compiled/twilio_source/models/tmp/stg_twilio__messaging_service_tmp.sql", "compiled": true, "compiled_code": "--To disable this model, set the using_twilio_messaging_service variable within your dbt_project.yml file to False.\n\n\nselect \"id\",\n  \"_fivetran_deleted\",\n  \"_fivetran_synced\",\n  \"account_id\",\n  \"area_code_geomatch\",\n  \"created_at\",\n  \"fallback_method\",\n  \"fallback_to_long_code\",\n  \"fallback_url\",\n  \"friendly_name\",\n  \"inbound_method\",\n  \"inbound_request_url\",\n  \"mms_converter\",\n  \"scan_message_content\",\n  \"smart_encoding\",\n  \"status_callback\",\n  \"sticky_sender\",\n  \"synchronous_validation\",\n  \"updated_at\",\n  \"us_app_to_person_registered\",\n  \"use_inbound_webhook_on_number\",\n  \"usecase\",\n  \"validity_period\"\nfrom \"postgres\".\"twilio_integration_tests_1\".\"twilio_messaging_service_data\"", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.twilio_source.stg_twilio__incoming_phone_number_tmp": {"database": "postgres", "schema": "twilio_integration_tests_1_twilio_source", "name": "stg_twilio__incoming_phone_number_tmp", "resource_type": "model", "package_name": "twilio_source", "path": "tmp/stg_twilio__incoming_phone_number_tmp.sql", "original_file_path": "models/tmp/stg_twilio__incoming_phone_number_tmp.sql", "unique_id": "model.twilio_source.stg_twilio__incoming_phone_number_tmp", "fqn": ["twilio_source", "tmp", "stg_twilio__incoming_phone_number_tmp"], "alias": "stg_twilio__incoming_phone_number_tmp", "checksum": {"name": "sha256", "checksum": "a9aba80d68edb78cddd07c3aef96b3a504292e640fbcff9be27c60d34a0611de"}, "config": {"enabled": true, "alias": null, "schema": "twilio_source", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "view", "schema": "twilio_source"}, "created_at": 1732226747.23629, "relation_name": "\"postgres\".\"twilio_integration_tests_1_twilio_source\".\"stg_twilio__incoming_phone_number_tmp\"", "raw_code": "select {{ dbt_utils.star(source('twilio', 'incoming_phone_number')) }}\nfrom {{ var('incoming_phone_number') }}", "language": "sql", "refs": [], "sources": [["twilio", "incoming_phone_number"], ["twilio", "incoming_phone_number"]], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.star"], "nodes": ["source.twilio_source.twilio.incoming_phone_number"]}, "compiled_path": "target/compiled/twilio_source/models/tmp/stg_twilio__incoming_phone_number_tmp.sql", "compiled": true, "compiled_code": "select \"id\",\n  \"_fivetran_synced\",\n  \"account_id\",\n  \"address_id\",\n  \"address_requirements\",\n  \"beta\",\n  \"capabilities_mms\",\n  \"capabilities_sms\",\n  \"capabilities_voice\",\n  \"created_at\",\n  \"emergency_address_id\",\n  \"emergency_status\",\n  \"friendly_name\",\n  \"origin\",\n  \"phone_number\",\n  \"trunk_id\",\n  \"updated_at\",\n  \"voice_caller_id_lookup\",\n  \"voice_url\"\nfrom \"postgres\".\"twilio_integration_tests_1\".\"twilio_incoming_phone_number_data\"", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.twilio_source.stg_twilio__address_tmp": {"database": "postgres", "schema": "twilio_integration_tests_1_twilio_source", "name": "stg_twilio__address_tmp", "resource_type": "model", "package_name": "twilio_source", "path": "tmp/stg_twilio__address_tmp.sql", "original_file_path": "models/tmp/stg_twilio__address_tmp.sql", "unique_id": "model.twilio_source.stg_twilio__address_tmp", "fqn": ["twilio_source", "tmp", "stg_twilio__address_tmp"], "alias": "stg_twilio__address_tmp", "checksum": {"name": "sha256", "checksum": "59e96757bfd8bb2427f397e6b4607c83e22068dcfe306a0a8eab96f7d56e43ca"}, "config": {"enabled": true, "alias": null, "schema": "twilio_source", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "view", "schema": "twilio_source"}, "created_at": 1732226747.238822, "relation_name": "\"postgres\".\"twilio_integration_tests_1_twilio_source\".\"stg_twilio__address_tmp\"", "raw_code": "select {{ dbt_utils.star(source('twilio', 'address')) }}\nfrom {{ var('address') }}", "language": "sql", "refs": [], "sources": [["twilio", "address"], ["twilio", "address"]], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.star"], "nodes": ["source.twilio_source.twilio.address"]}, "compiled_path": "target/compiled/twilio_source/models/tmp/stg_twilio__address_tmp.sql", "compiled": true, "compiled_code": "select \"id\",\n  \"_fivetran_synced\",\n  \"account_id\",\n  \"city\",\n  \"created_at\",\n  \"customer_name\",\n  \"emergency_enabled\",\n  \"friendly_name\",\n  \"iso_country\",\n  \"postal_code\",\n  \"region\",\n  \"street\",\n  \"updated_at\",\n  \"validated\",\n  \"verified\"\nfrom \"postgres\".\"twilio_integration_tests_1\".\"twilio_address_data\"", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.twilio_source.stg_twilio__message_tmp": {"database": "postgres", "schema": "twilio_integration_tests_1_twilio_source", "name": "stg_twilio__message_tmp", "resource_type": "model", "package_name": "twilio_source", "path": "tmp/stg_twilio__message_tmp.sql", "original_file_path": "models/tmp/stg_twilio__message_tmp.sql", "unique_id": "model.twilio_source.stg_twilio__message_tmp", "fqn": ["twilio_source", "tmp", "stg_twilio__message_tmp"], "alias": "stg_twilio__message_tmp", "checksum": {"name": "sha256", "checksum": "da1780186c407a2bba7ac00312fdc87b5cbece6635a39d0ba53b19eb8ba0ee7e"}, "config": {"enabled": true, "alias": null, "schema": "twilio_source", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "view", "schema": "twilio_source"}, "created_at": 1732226747.241232, "relation_name": "\"postgres\".\"twilio_integration_tests_1_twilio_source\".\"stg_twilio__message_tmp\"", "raw_code": "select {{ dbt_utils.star(source('twilio', 'message')) }}\nfrom {{ var('message') }}", "language": "sql", "refs": [], "sources": [["twilio", "message"], ["twilio", "message"]], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.star"], "nodes": ["source.twilio_source.twilio.message"]}, "compiled_path": "target/compiled/twilio_source/models/tmp/stg_twilio__message_tmp.sql", "compiled": true, "compiled_code": "select \"id\",\n  \"_fivetran_synced\",\n  \"account_id\",\n  \"body\",\n  \"created_at\",\n  \"date_sent\",\n  \"direction\",\n  \"error_code\",\n  \"error_message\",\n  \"from\",\n  \"messaging_service_sid\",\n  \"num_media\",\n  \"num_segments\",\n  \"price\",\n  \"price_unit\",\n  \"status\",\n  \"to\",\n  \"updated_at\"\nfrom \"postgres\".\"twilio_integration_tests_1\".\"twilio_message_data\"", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.twilio_source.stg_twilio__outgoing_caller_id_tmp": {"database": "postgres", "schema": "twilio_integration_tests_1_twilio_source", "name": "stg_twilio__outgoing_caller_id_tmp", "resource_type": "model", "package_name": "twilio_source", "path": "tmp/stg_twilio__outgoing_caller_id_tmp.sql", "original_file_path": "models/tmp/stg_twilio__outgoing_caller_id_tmp.sql", "unique_id": "model.twilio_source.stg_twilio__outgoing_caller_id_tmp", "fqn": ["twilio_source", "tmp", "stg_twilio__outgoing_caller_id_tmp"], "alias": "stg_twilio__outgoing_caller_id_tmp", "checksum": {"name": "sha256", "checksum": "6672c63d96e34b026954fdc286cdb32515d8e6ff7fb4da24b4fe2c24433c4359"}, "config": {"enabled": true, "alias": null, "schema": "twilio_source", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "view", "schema": "twilio_source"}, "created_at": 1732226747.2435782, "relation_name": "\"postgres\".\"twilio_integration_tests_1_twilio_source\".\"stg_twilio__outgoing_caller_id_tmp\"", "raw_code": "select {{ dbt_utils.star(source('twilio', 'outgoing_caller_id')) }}\nfrom {{ var('outgoing_caller_id') }}", "language": "sql", "refs": [], "sources": [["twilio", "outgoing_caller_id"], ["twilio", "outgoing_caller_id"]], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.star"], "nodes": ["source.twilio_source.twilio.outgoing_caller_id"]}, "compiled_path": "target/compiled/twilio_source/models/tmp/stg_twilio__outgoing_caller_id_tmp.sql", "compiled": true, "compiled_code": "select \"id\",\n  \"_fivetran_synced\",\n  \"created_at\",\n  \"friendly_name\",\n  \"phone_number\",\n  \"updated_at\"\nfrom \"postgres\".\"twilio_integration_tests_1\".\"twilio_outgoing_caller_id_data\"", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.twilio_source.stg_twilio__account_history_tmp": {"database": "postgres", "schema": "twilio_integration_tests_1_twilio_source", "name": "stg_twilio__account_history_tmp", "resource_type": "model", "package_name": "twilio_source", "path": "tmp/stg_twilio__account_history_tmp.sql", "original_file_path": "models/tmp/stg_twilio__account_history_tmp.sql", "unique_id": "model.twilio_source.stg_twilio__account_history_tmp", "fqn": ["twilio_source", "tmp", "stg_twilio__account_history_tmp"], "alias": "stg_twilio__account_history_tmp", "checksum": {"name": "sha256", "checksum": "27ed82d7a5bc8dc61ec2e0a86732269135cd061c5b02b8f9b6c976a2d813f0b1"}, "config": {"enabled": true, "alias": null, "schema": "twilio_source", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "view", "schema": "twilio_source"}, "created_at": 1732226747.245721, "relation_name": "\"postgres\".\"twilio_integration_tests_1_twilio_source\".\"stg_twilio__account_history_tmp\"", "raw_code": "select {{ dbt_utils.star(source('twilio', 'account_history')) }}\nfrom {{ var('account_history') }}", "language": "sql", "refs": [], "sources": [["twilio", "account_history"], ["twilio", "account_history"]], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.star"], "nodes": ["source.twilio_source.twilio.account_history"]}, "compiled_path": "target/compiled/twilio_source/models/tmp/stg_twilio__account_history_tmp.sql", "compiled": true, "compiled_code": "select \"id\",\n  \"updated_at\",\n  \"_fivetran_synced\",\n  \"created_at\",\n  \"friendly_name\",\n  \"owner_account_id\",\n  \"status\",\n  \"type\"\nfrom \"postgres\".\"twilio_integration_tests_1\".\"twilio_account_history_data\"", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.twilio.twilio__account_overview": {"database": "postgres", "schema": "twilio_integration_tests_1_twilio", "name": "twilio__account_overview", "resource_type": "model", "package_name": "twilio", "path": "twilio__account_overview.sql", "original_file_path": "models/twilio__account_overview.sql", "unique_id": "model.twilio.twilio__account_overview", "fqn": ["twilio", "twilio__account_overview"], "alias": "twilio__account_overview", "checksum": {"name": "sha256", "checksum": "4e8d97d137f54f1a6cb735b898b785753ea4c1a9192db361ea9d845783c926a3"}, "config": {"enabled": true, "alias": null, "schema": "twilio", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "This model provides aggregate information per each account regarding the Twilio Messages resource.", "columns": {"account_id": {"name": "account_id", "description": "The unique identifier for account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_name": {"name": "account_name", "description": "Friendly name associated with the account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_status": {"name": "account_status", "description": "The status or state of the account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_type": {"name": "account_type", "description": "The type or category of the account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The day of the message activity.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_week": {"name": "date_week", "description": "The week of the message activity.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_month": {"name": "date_month", "description": "The month of the message activity.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "total_outbound_messages": {"name": "total_outbound_messages", "description": "Total number of outbound messages for this account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "total_inbound_messages": {"name": "total_inbound_messages", "description": "Total number of inbound messages for this account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "total_accepted_messages": {"name": "total_accepted_messages", "description": "Total number of accepted messages for this account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "total_scheduled_messages": {"name": "total_scheduled_messages", "description": "Total number of scheduled messages for this account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "total_canceled_messages": {"name": "total_canceled_messages", "description": "Total number of canceled messages for this account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "total_queued_messages": {"name": "total_queued_messages", "description": "Total number of queued messages for this account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "total_sending_messages": {"name": "total_sending_messages", "description": "Total number of sending messages for this account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "total_sent_messages": {"name": "total_sent_messages", "description": "Total number of sent messages for this account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "total_failed_messages": {"name": "total_failed_messages", "description": "Total number of failed messages for this account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "total_delivered_messages": {"name": "total_delivered_messages", "description": "Total number of delivered messages for this account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "total_undelivered_messages": {"name": "total_undelivered_messages", "description": "Total number of undelivered messages for this account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "total_receiving_messages": {"name": "total_receiving_messages", "description": "Total number of receiving messages for this account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "total_received_messages": {"name": "total_received_messages", "description": "Total number of received messages for this account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "total_read_messages": {"name": "total_read_messages", "description": "Total number of read messages for this account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "total_messages": {"name": "total_messages", "description": "Total number of messages for this account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "total_messages_spend": {"name": "total_messages_spend", "description": "Total cost or price associated with this account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "price_unit": {"name": "price_unit", "description": "The currency unit in which the `price` is measured.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "total_account_spend": {"name": "total_account_spend", "description": "The total cost or price incurred by account across all resources used.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "twilio://models/twilio.yml", "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "twilio"}, "created_at": 1732226747.3838668, "relation_name": "\"postgres\".\"twilio_integration_tests_1_twilio\".\"twilio__account_overview\"", "raw_code": "{% set message_categories = ['accepted', 'scheduled', 'canceled', 'queued', 'sending', 'sent', 'failed', 'delivered', 'undelivered', 'receiving','received', 'read'] %}\n\nwith messages as (\n\n    select *\n    from {{ ref('int_twilio__messages') }}\n),\n\naccount_history as (\n\n    select * \n    from {{ var('account_history') }}\n)\n\n{% if var('using_twilio_usage_record', True) %}\n,\nusage_record as (\n\n    select * \n    from {{ var('usage_record') }}\n)\n{% endif %}\n\nselect\n    messages.account_id,\n    account_history.friendly_name as account_name,\n    account_history.status as account_status,\n    account_history.type as account_type,\n    messages.date_day,\n    messages.date_week,\n    messages.date_month,\n    messages.price_unit,\n    count(case\n        when messages.direction like '%outbound%'\n        then messages.message_id end)\n        as total_outbound_messages,\n    count(case\n        when messages.direction like '%inbound%'\n        then messages.message_id end)\n        as total_inbound_messages,\n\n    {% for m in message_categories %}\n    count(case\n        when messages.status like '{{ m }}'\n        then messages.message_id end)\n        as total_{{m}}_messages,\n    {% endfor %}\n    \n    count(messages.message_id) as total_messages,\n    round( cast(sum(messages.price) as {{ dbt.type_numeric() }}), 2) * -1 as total_messages_spend\n    \n    {% if var('using_twilio_usage_record', True) %}\n    , round( cast(sum(usage_record.price) as {{ dbt.type_numeric() }}), 2) as total_account_spend\n    {% endif %}\n\nfrom messages\n{% if var('using_twilio_usage_record', True) %}\nleft join usage_record\n    on messages.account_id = usage_record.account_id\n    and messages.date_day = usage_record.start_date\n{% endif %}\nleft join account_history\n    on messages.account_id = account_history.account_id\n\n{{ dbt_utils.group_by(n=8) }}", "language": "sql", "refs": [{"name": "int_twilio__messages", "package": null, "version": null}, {"name": "stg_twilio__account_history", "package": null, "version": null}, {"name": "stg_twilio__usage_record", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.type_numeric", "macro.dbt_utils.group_by"], "nodes": ["model.twilio.int_twilio__messages", "model.twilio_source.stg_twilio__account_history", "model.twilio_source.stg_twilio__usage_record"]}, "compiled_path": "target/compiled/twilio/models/twilio__account_overview.sql", "compiled": true, "compiled_code": "\n\nwith messages as (\n\n    select *\n    from \"postgres\".\"twilio_integration_tests_1_twilio\".\"int_twilio__messages\"\n),\n\naccount_history as (\n\n    select * \n    from \"postgres\".\"twilio_integration_tests_1_twilio_source\".\"stg_twilio__account_history\"\n)\n\n\n,\nusage_record as (\n\n    select * \n    from \"postgres\".\"twilio_integration_tests_1_twilio_source\".\"stg_twilio__usage_record\"\n)\n\n\nselect\n    messages.account_id,\n    account_history.friendly_name as account_name,\n    account_history.status as account_status,\n    account_history.type as account_type,\n    messages.date_day,\n    messages.date_week,\n    messages.date_month,\n    messages.price_unit,\n    count(case\n        when messages.direction like '%outbound%'\n        then messages.message_id end)\n        as total_outbound_messages,\n    count(case\n        when messages.direction like '%inbound%'\n        then messages.message_id end)\n        as total_inbound_messages,\n\n    \n    count(case\n        when messages.status like 'accepted'\n        then messages.message_id end)\n        as total_accepted_messages,\n    \n    count(case\n        when messages.status like 'scheduled'\n        then messages.message_id end)\n        as total_scheduled_messages,\n    \n    count(case\n        when messages.status like 'canceled'\n        then messages.message_id end)\n        as total_canceled_messages,\n    \n    count(case\n        when messages.status like 'queued'\n        then messages.message_id end)\n        as total_queued_messages,\n    \n    count(case\n        when messages.status like 'sending'\n        then messages.message_id end)\n        as total_sending_messages,\n    \n    count(case\n        when messages.status like 'sent'\n        then messages.message_id end)\n        as total_sent_messages,\n    \n    count(case\n        when messages.status like 'failed'\n        then messages.message_id end)\n        as total_failed_messages,\n    \n    count(case\n        when messages.status like 'delivered'\n        then messages.message_id end)\n        as total_delivered_messages,\n    \n    count(case\n        when messages.status like 'undelivered'\n        then messages.message_id end)\n        as total_undelivered_messages,\n    \n    count(case\n        when messages.status like 'receiving'\n        then messages.message_id end)\n        as total_receiving_messages,\n    \n    count(case\n        when messages.status like 'received'\n        then messages.message_id end)\n        as total_received_messages,\n    \n    count(case\n        when messages.status like 'read'\n        then messages.message_id end)\n        as total_read_messages,\n    \n    \n    count(messages.message_id) as total_messages,\n    round( cast(sum(messages.price) as numeric(28,6)), 2) * -1 as total_messages_spend\n    \n    \n    , round( cast(sum(usage_record.price) as numeric(28,6)), 2) as total_account_spend\n    \n\nfrom messages\n\nleft join usage_record\n    on messages.account_id = usage_record.account_id\n    and messages.date_day = usage_record.start_date\n\nleft join account_history\n    on messages.account_id = account_history.account_id\n\ngroup by 1,2,3,4,5,6,7,8", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.twilio.twilio__number_overview": {"database": "postgres", "schema": "twilio_integration_tests_1_twilio", "name": "twilio__number_overview", "resource_type": "model", "package_name": "twilio", "path": "twilio__number_overview.sql", "original_file_path": "models/twilio__number_overview.sql", "unique_id": "model.twilio.twilio__number_overview", "fqn": ["twilio", "twilio__number_overview"], "alias": "twilio__number_overview", "checksum": {"name": "sha256", "checksum": "7e61e97ee54a1985bd09346b46cc8ecf250cedbb76e1e6cd77990ec91f1278c1"}, "config": {"enabled": true, "alias": null, "schema": "twilio", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "This model has aggregate messaging information for each phone number level, such as total messages, total inbound messages, total messages by status, and total spend.", "columns": {"phone_number": {"name": "phone_number", "description": "The phone number that you have had used messaging with.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "total_outbound_messages": {"name": "total_outbound_messages", "description": "Total number of outbound messages for this phone number.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "total_inbound_messages": {"name": "total_inbound_messages", "description": "Total number of inbound messages for this phone number.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "total_accepted_messages": {"name": "total_accepted_messages", "description": "Total number of accepted messages for this phone number.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "total_scheduled_messages": {"name": "total_scheduled_messages", "description": "Total number of scheduled messages for this phone number.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "total_canceled_messages": {"name": "total_canceled_messages", "description": "Total number of canceled messages for this phone number.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "total_queued_messages": {"name": "total_queued_messages", "description": "Total number of queued messages for this phone number.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "total_sending_messages": {"name": "total_sending_messages", "description": "Total number of sending messages for this phone number.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "total_sent_messages": {"name": "total_sent_messages", "description": "Total number of sent messages for this phone number.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "total_failed_messages": {"name": "total_failed_messages", "description": "Total number of failed messages for this phone number.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "total_delivered_messages": {"name": "total_delivered_messages", "description": "Total number of delivered messages for this phone number.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "total_undelivered_messages": {"name": "total_undelivered_messages", "description": "Total number of undelivered messages for this phone number.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "total_receiving_messages": {"name": "total_receiving_messages", "description": "Total number of receiving messages for this phone number.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "total_received_messages": {"name": "total_received_messages", "description": "Total number of received messages for this phone number.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "total_read_messages": {"name": "total_read_messages", "description": "Total number of read messages for this phone number.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "total_messages": {"name": "total_messages", "description": "Total number of messages for this phone number.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "total_spend": {"name": "total_spend", "description": "Total cost or price associated with this phone number.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "twilio://models/twilio.yml", "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "twilio"}, "created_at": 1732226747.381977, "relation_name": "\"postgres\".\"twilio_integration_tests_1_twilio\".\"twilio__number_overview\"", "raw_code": "{% set message_categories = ['accepted', 'scheduled', 'canceled', 'queued', 'sending', 'sent', 'failed', 'delivered', 'undelivered', 'receiving','received', 'read'] %}\n\nwith messages as (\n\n    select *\n    from {{ ref('int_twilio__messages')}}\n)\n\nselect\n    phone_number,\n    count(case\n        when direction like '%outbound%'\n        then message_id end)\n        as total_outbound_messages,\n    count(case\n        when direction like '%inbound%'\n        then message_id end)\n        as total_inbound_messages,\n\n    {% for m in message_categories %}\n    count(case\n        when status like '{{ m }}'\n        then message_id end)\n        as total_{{m}}_messages,\n    {% endfor %}\n    \n    count(message_id) as total_messages,\n    sum(price) as total_spend\n\nfrom messages\ngroup by 1", "language": "sql", "refs": [{"name": "int_twilio__messages", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": ["model.twilio.int_twilio__messages"]}, "compiled_path": "target/compiled/twilio/models/twilio__number_overview.sql", "compiled": true, "compiled_code": "\n\nwith messages as (\n\n    select *\n    from \"postgres\".\"twilio_integration_tests_1_twilio\".\"int_twilio__messages\"\n)\n\nselect\n    phone_number,\n    count(case\n        when direction like '%outbound%'\n        then message_id end)\n        as total_outbound_messages,\n    count(case\n        when direction like '%inbound%'\n        then message_id end)\n        as total_inbound_messages,\n\n    \n    count(case\n        when status like 'accepted'\n        then message_id end)\n        as total_accepted_messages,\n    \n    count(case\n        when status like 'scheduled'\n        then message_id end)\n        as total_scheduled_messages,\n    \n    count(case\n        when status like 'canceled'\n        then message_id end)\n        as total_canceled_messages,\n    \n    count(case\n        when status like 'queued'\n        then message_id end)\n        as total_queued_messages,\n    \n    count(case\n        when status like 'sending'\n        then message_id end)\n        as total_sending_messages,\n    \n    count(case\n        when status like 'sent'\n        then message_id end)\n        as total_sent_messages,\n    \n    count(case\n        when status like 'failed'\n        then message_id end)\n        as total_failed_messages,\n    \n    count(case\n        when status like 'delivered'\n        then message_id end)\n        as total_delivered_messages,\n    \n    count(case\n        when status like 'undelivered'\n        then message_id end)\n        as total_undelivered_messages,\n    \n    count(case\n        when status like 'receiving'\n        then message_id end)\n        as total_receiving_messages,\n    \n    count(case\n        when status like 'received'\n        then message_id end)\n        as total_received_messages,\n    \n    count(case\n        when status like 'read'\n        then message_id end)\n        as total_read_messages,\n    \n    \n    count(message_id) as total_messages,\n    sum(price) as total_spend\n\nfrom messages\ngroup by 1", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.twilio.twilio__message_enhanced": {"database": "postgres", "schema": "twilio_integration_tests_1_twilio", "name": "twilio__message_enhanced", "resource_type": "model", "package_name": "twilio", "path": "twilio__message_enhanced.sql", "original_file_path": "models/twilio__message_enhanced.sql", "unique_id": "model.twilio.twilio__message_enhanced", "fqn": ["twilio", "twilio__message_enhanced"], "alias": "twilio__message_enhanced", "checksum": {"name": "sha256", "checksum": "ce968262c9a25798e33455ae3165288a974cfd8110cf0a1f9bd615ae7f11cff2"}, "config": {"enabled": true, "alias": null, "schema": "twilio", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "This model provides additional information of every message sent or received.", "columns": {"message_id": {"name": "message_id", "description": "The unique identifier for the message.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_id": {"name": "account_id", "description": "The unique identifier of the Account that sent or received the message.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "body": {"name": "body", "description": "The text of the message.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "num_characters": {"name": "num_characters", "description": "The number of characters in the message.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "num_words": {"name": "num_words", "description": "The number of words in the message.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "created_at": {"name": "created_at", "description": "The timestamp indicating when the message was created.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "timestamp_sent": {"name": "timestamp_sent", "description": "The timestamp_sent indicating when the message was sent.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The day indicating when the message was sent.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_week": {"name": "date_week", "description": "The week when the message was sent.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_month": {"name": "date_month", "description": "The month when the message was sent.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "direction": {"name": "direction", "description": "The direction of the message.  Can be inbound for incoming messages, outbound-api for messages initiated by a REST API, outbound-call for messages initiated during a call, or outbound-reply for messages initiated in response to an incoming message.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "error_code": {"name": "error_code", "description": "The error code associated with the message, if applicable.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "error_message": {"name": "error_message", "description": "The description of the error_code if your message status is failed or undelivered. If the message was successful, this value is null.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "phone_number": {"name": "phone_number", "description": "The phone number that sent the message, if the direction was inbound. Or the phone number that received the message, if the direction was outbound.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "messaging_service_id": {"name": "messaging_service_id", "description": "The unique identifier of the messaging service.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "num_media": {"name": "num_media", "description": "The number of media (e.g., images, videos) included in the message.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "num_segments": {"name": "num_segments", "description": "The number of segments the message contains. A message body that is too large to be sent in a single SMS message is segmented and charged as multiple messages. Inbound messages over 160 characters are reassembled when the message is received. Note, when using a Messaging Service to send messages, num_segments will always be 0 in Twilio's response to your API request.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "price": {"name": "price", "description": "The cost of the message.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "price_unit": {"name": "price_unit", "description": "The currency unit for the message cost.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "status": {"name": "status", "description": "The status of the message. Can be accepted, scheduled, canceled, queued, sending, sent, failed, delivered, undelivered, receiving, received, or read (WhatsApp only).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "updated_at": {"name": "updated_at", "description": "The timestamp indicating when the message was last updated.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "friendly_name": {"name": "friendly_name", "description": "A human-readable descriptive name for the messaging service.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "inbound_method": {"name": "inbound_method", "description": "The HTTP method Twilio will use to send requests to the inbound request URL of the messaging service.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "us_app_to_person_registered": {"name": "us_app_to_person_registered", "description": "Specifies whether to enable or disable routing inbound messages to the messaging service using US App-to-Person (A2P) routing.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "use_inbound_webhook_on_number": {"name": "use_inbound_webhook_on_number", "description": "Specifies whether to use inbound webhooks for handling incoming messages to the messaging service.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "use_case": {"name": "use_case", "description": "Specifies the intended use case of the messaging service.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "twilio://models/twilio.yml", "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "twilio"}, "created_at": 1732226747.382936, "relation_name": "\"postgres\".\"twilio_integration_tests_1_twilio\".\"twilio__message_enhanced\"", "raw_code": "with messages as (\n\n    select *\n    from {{ ref('int_twilio__messages') }}\n),\n\n{% if var('using_twilio_messaging_service', True) %}\nmessaging_service as (\n\n    select *\n    from {{ var('messaging_service')}}\n),\n\n{% endif %}\n\nfinal as (\n\n    select\n        messages.message_id,\n        messages.messaging_service_id,\n        messages.timestamp_sent,\n        messages.date_day,\n        messages.date_week,\n        messages.date_month,\n        messages.account_id,\n        messages.created_at,\n        messages.direction,\n        messages.phone_number,\n        messages.body,\n        messages.num_characters,\n        (messages.num_characters- {{ dbt.length(\"body_no_spaces\") }}) + 1 as num_words,\n        messages.status,\n        messages.error_code,\n        messages.error_message,\n        messages.num_media,\n        messages.num_segments,\n        messages.price,\n        messages.price_unit,\n        messages.updated_at\n\n        {% if var('using_twilio_messaging_service', True) %}\n        , \n        messaging_service.friendly_name, \n        messaging_service.inbound_method, \n        messaging_service.us_app_to_person_registered, \n        messaging_service.use_inbound_webhook_on_number, \n        messaging_service.use_case\n\n        {% endif %}\n\n    from messages\n\n\n    {% if var('using_twilio_messaging_service', True) %}\n    left join messaging_service\n        on messages.messaging_service_id = messaging_service.messaging_service_id\n\n    {% endif %}\n\n)\n\nselect *\nfrom final", "language": "sql", "refs": [{"name": "int_twilio__messages", "package": null, "version": null}, {"name": "stg_twilio__messaging_service", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.length"], "nodes": ["model.twilio.int_twilio__messages", "model.twilio_source.stg_twilio__messaging_service"]}, "compiled_path": "target/compiled/twilio/models/twilio__message_enhanced.sql", "compiled": true, "compiled_code": "with messages as (\n\n    select *\n    from \"postgres\".\"twilio_integration_tests_1_twilio\".\"int_twilio__messages\"\n),\n\n\nmessaging_service as (\n\n    select *\n    from \"postgres\".\"twilio_integration_tests_1_twilio_source\".\"stg_twilio__messaging_service\"\n),\n\n\n\nfinal as (\n\n    select\n        messages.message_id,\n        messages.messaging_service_id,\n        messages.timestamp_sent,\n        messages.date_day,\n        messages.date_week,\n        messages.date_month,\n        messages.account_id,\n        messages.created_at,\n        messages.direction,\n        messages.phone_number,\n        messages.body,\n        messages.num_characters,\n        (messages.num_characters- \n\n    length(\n        body_no_spaces\n    )) + 1 as num_words,\n        messages.status,\n        messages.error_code,\n        messages.error_message,\n        messages.num_media,\n        messages.num_segments,\n        messages.price,\n        messages.price_unit,\n        messages.updated_at\n\n        \n        , \n        messaging_service.friendly_name, \n        messaging_service.inbound_method, \n        messaging_service.us_app_to_person_registered, \n        messaging_service.use_inbound_webhook_on_number, \n        messaging_service.use_case\n\n        \n\n    from messages\n\n\n    \n    left join messaging_service\n        on messages.messaging_service_id = messaging_service.messaging_service_id\n\n    \n\n)\n\nselect *\nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.twilio.int_twilio__messages": {"database": "postgres", "schema": "twilio_integration_tests_1_twilio", "name": "int_twilio__messages", "resource_type": "model", "package_name": "twilio", "path": "intermediate/int_twilio__messages.sql", "original_file_path": "models/intermediate/int_twilio__messages.sql", "unique_id": "model.twilio.int_twilio__messages", "fqn": ["twilio", "intermediate", "int_twilio__messages"], "alias": "int_twilio__messages", "checksum": {"name": "sha256", "checksum": "f41daeb266e590edde24a51568001a5e19b3e556e1123a29df05239a94683a84"}, "config": {"enabled": true, "alias": null, "schema": "twilio", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "twilio"}, "created_at": 1732226747.2669282, "relation_name": "\"postgres\".\"twilio_integration_tests_1_twilio\".\"int_twilio__messages\"", "raw_code": "with messages as (\n\n    select *\n    from {{ var('message')}}\n),\n\ninbound_messages as (\n\n    select\n        account_id,\n        body,\n        {{ dbt.length(\"body\") }} as num_characters,\n        {{ dbt.replace(\"body\", \"' '\", \"''\") }} as body_no_spaces,\n        created_at,\n        timestamp_sent,\n        direction,\n        error_code,\n        error_message,\n        message_from as phone_number,\n        message_id,\n        messaging_service_id,\n        num_media,\n        num_segments,\n        price,\n        price_unit,\n        status,\n        message_to,\n        updated_at\n\n    from messages\n    where direction like '%inbound%'\n),\n\noutbound_messages as (\n\n    select\n        account_id,\n        body,\n        {{ dbt.length(\"body\") }} as num_characters,\n        {{ dbt.replace(\"body\", \"' '\", \"''\") }} as body_no_spaces,\n        created_at,\n        timestamp_sent,\n        direction,\n        error_code,\n        error_message,\n        message_to as phone_number,\n        message_id,\n        messaging_service_id,\n        num_media,\n        num_segments,\n        price,\n        price_unit,\n        status,\n        message_from,\n        updated_at\n\n    from messages\n    where direction like '%outbound%'\n),\n\nunion_messages as (\n\n    select * from inbound_messages\n    union all\n    select * from outbound_messages\n)\n\nselect \n    *,\n    cast ({{ dbt.date_trunc(\"day\",\"timestamp_sent\") }} as date) as date_day,\n    cast ({{ dbt.date_trunc(\"week\",\"timestamp_sent\") }} as date) as date_week,\n    cast ({{ dbt.date_trunc(\"month\",\"timestamp_sent\") }} as date) as date_month\n\nfrom union_messages", "language": "sql", "refs": [{"name": "stg_twilio__message", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.length", "macro.dbt.replace", "macro.dbt.date_trunc"], "nodes": ["model.twilio_source.stg_twilio__message"]}, "compiled_path": "target/compiled/twilio/models/intermediate/int_twilio__messages.sql", "compiled": true, "compiled_code": "with messages as (\n\n    select *\n    from \"postgres\".\"twilio_integration_tests_1_twilio_source\".\"stg_twilio__message\"\n),\n\ninbound_messages as (\n\n    select\n        account_id,\n        body,\n        \n\n    length(\n        body\n    ) as num_characters,\n        \n\n    replace(\n        body,\n        ' ',\n        ''\n    )\n\n\n as body_no_spaces,\n        created_at,\n        timestamp_sent,\n        direction,\n        error_code,\n        error_message,\n        message_from as phone_number,\n        message_id,\n        messaging_service_id,\n        num_media,\n        num_segments,\n        price,\n        price_unit,\n        status,\n        message_to,\n        updated_at\n\n    from messages\n    where direction like '%inbound%'\n),\n\noutbound_messages as (\n\n    select\n        account_id,\n        body,\n        \n\n    length(\n        body\n    ) as num_characters,\n        \n\n    replace(\n        body,\n        ' ',\n        ''\n    )\n\n\n as body_no_spaces,\n        created_at,\n        timestamp_sent,\n        direction,\n        error_code,\n        error_message,\n        message_to as phone_number,\n        message_id,\n        messaging_service_id,\n        num_media,\n        num_segments,\n        price,\n        price_unit,\n        status,\n        message_from,\n        updated_at\n\n    from messages\n    where direction like '%outbound%'\n),\n\nunion_messages as (\n\n    select * from inbound_messages\n    union all\n    select * from outbound_messages\n)\n\nselect \n    *,\n    cast (date_trunc('day', timestamp_sent) as date) as date_day,\n    cast (date_trunc('week', timestamp_sent) as date) as date_week,\n    cast (date_trunc('month', timestamp_sent) as date) as date_month\n\nfrom union_messages", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "test.twilio_source.not_null_stg_twilio__account_history_account_id.9d783e8ba5": {"test_metadata": {"name": "not_null", "kwargs": {"column_name": "account_id", "model": "{{ get_where_subquery(ref('stg_twilio__account_history')) }}"}, "namespace": null}, "database": "postgres", "schema": "twilio_integration_tests_1_dbt_test__audit", "name": "not_null_stg_twilio__account_history_account_id", "resource_type": "test", "package_name": "twilio_source", "path": "not_null_stg_twilio__account_history_account_id.sql", "original_file_path": "models/stg_twilio.yml", "unique_id": "test.twilio_source.not_null_stg_twilio__account_history_account_id.9d783e8ba5", "fqn": ["twilio_source", "not_null_stg_twilio__account_history_account_id"], "alias": "not_null_stg_twilio__account_history_account_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {}, "created_at": 1732226747.327581, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "stg_twilio__account_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.twilio_source.stg_twilio__account_history"]}, "compiled_path": "target/compiled/twilio_source/models/stg_twilio.yml/not_null_stg_twilio__account_history_account_id.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect account_id\nfrom \"postgres\".\"twilio_integration_tests_1_twilio_source\".\"stg_twilio__account_history\"\nwhere account_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "account_id", "file_key_name": "models.stg_twilio__account_history", "attached_node": "model.twilio_source.stg_twilio__account_history"}, "test.twilio_source.not_null_stg_twilio__account_history_updated_at.d6e6f7f215": {"test_metadata": {"name": "not_null", "kwargs": {"column_name": "updated_at", "model": "{{ get_where_subquery(ref('stg_twilio__account_history')) }}"}, "namespace": null}, "database": "postgres", "schema": "twilio_integration_tests_1_dbt_test__audit", "name": "not_null_stg_twilio__account_history_updated_at", "resource_type": "test", "package_name": "twilio_source", "path": "not_null_stg_twilio__account_history_updated_at.sql", "original_file_path": "models/stg_twilio.yml", "unique_id": "test.twilio_source.not_null_stg_twilio__account_history_updated_at.d6e6f7f215", "fqn": ["twilio_source", "not_null_stg_twilio__account_history_updated_at"], "alias": "not_null_stg_twilio__account_history_updated_at", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {}, "created_at": 1732226747.3284469, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "stg_twilio__account_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.twilio_source.stg_twilio__account_history"]}, "compiled_path": "target/compiled/twilio_source/models/stg_twilio.yml/not_null_stg_twilio__account_history_updated_at.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect updated_at\nfrom \"postgres\".\"twilio_integration_tests_1_twilio_source\".\"stg_twilio__account_history\"\nwhere updated_at is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "updated_at", "file_key_name": "models.stg_twilio__account_history", "attached_node": "model.twilio_source.stg_twilio__account_history"}, "test.twilio_source.dbt_utils_unique_combination_of_columns_stg_twilio__account_history_account_id__updated_at.0bcbfc5896": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["account_id", "updated_at"], "model": "{{ get_where_subquery(ref('stg_twilio__account_history')) }}"}, "namespace": "dbt_utils"}, "database": "postgres", "schema": "twilio_integration_tests_1_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_stg_twilio__account_history_account_id__updated_at", "resource_type": "test", "package_name": "twilio_source", "path": "dbt_utils_unique_combination_o_20321b4f412be0e785ee0ed52c638f73.sql", "original_file_path": "models/stg_twilio.yml", "unique_id": "test.twilio_source.dbt_utils_unique_combination_of_columns_stg_twilio__account_history_account_id__updated_at.0bcbfc5896", "fqn": ["twilio_source", "dbt_utils_unique_combination_of_columns_stg_twilio__account_history_account_id__updated_at"], "alias": "dbt_utils_unique_combination_o_20321b4f412be0e785ee0ed52c638f73", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_20321b4f412be0e785ee0ed52c638f73", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_20321b4f412be0e785ee0ed52c638f73"}, "created_at": 1732226747.329186, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_20321b4f412be0e785ee0ed52c638f73\") }}", "language": "sql", "refs": [{"name": "stg_twilio__account_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.twilio_source.stg_twilio__account_history"]}, "compiled_path": "target/compiled/twilio_source/models/stg_twilio.yml/dbt_utils_unique_combination_o_20321b4f412be0e785ee0ed52c638f73.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n    select\n        account_id, updated_at\n    from \"postgres\".\"twilio_integration_tests_1_twilio_source\".\"stg_twilio__account_history\"\n    group by account_id, updated_at\n    having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.stg_twilio__account_history", "attached_node": "model.twilio_source.stg_twilio__account_history"}, "test.twilio_source.unique_stg_twilio__address_address_id.4629d76478": {"test_metadata": {"name": "unique", "kwargs": {"column_name": "address_id", "model": "{{ get_where_subquery(ref('stg_twilio__address')) }}"}, "namespace": null}, "database": "postgres", "schema": "twilio_integration_tests_1_dbt_test__audit", "name": "unique_stg_twilio__address_address_id", "resource_type": "test", "package_name": "twilio_source", "path": "unique_stg_twilio__address_address_id.sql", "original_file_path": "models/stg_twilio.yml", "unique_id": "test.twilio_source.unique_stg_twilio__address_address_id.4629d76478", "fqn": ["twilio_source", "unique_stg_twilio__address_address_id"], "alias": "unique_stg_twilio__address_address_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {}, "created_at": 1732226747.333984, "relation_name": null, "raw_code": "{{ test_unique(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "stg_twilio__address", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_unique", "macro.dbt.get_where_subquery"], "nodes": ["model.twilio_source.stg_twilio__address"]}, "compiled_path": "target/compiled/twilio_source/models/stg_twilio.yml/unique_stg_twilio__address_address_id.sql", "compiled": true, "compiled_code": "\n    \n    \n\nselect\n    address_id as unique_field,\n    count(*) as n_records\n\nfrom \"postgres\".\"twilio_integration_tests_1_twilio_source\".\"stg_twilio__address\"\nwhere address_id is not null\ngroup by address_id\nhaving count(*) > 1\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "address_id", "file_key_name": "models.stg_twilio__address", "attached_node": "model.twilio_source.stg_twilio__address"}, "test.twilio_source.not_null_stg_twilio__address_address_id.88b6a635a6": {"test_metadata": {"name": "not_null", "kwargs": {"column_name": "address_id", "model": "{{ get_where_subquery(ref('stg_twilio__address')) }}"}, "namespace": null}, "database": "postgres", "schema": "twilio_integration_tests_1_dbt_test__audit", "name": "not_null_stg_twilio__address_address_id", "resource_type": "test", "package_name": "twilio_source", "path": "not_null_stg_twilio__address_address_id.sql", "original_file_path": "models/stg_twilio.yml", "unique_id": "test.twilio_source.not_null_stg_twilio__address_address_id.88b6a635a6", "fqn": ["twilio_source", "not_null_stg_twilio__address_address_id"], "alias": "not_null_stg_twilio__address_address_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {}, "created_at": 1732226747.334655, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "stg_twilio__address", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.twilio_source.stg_twilio__address"]}, "compiled_path": "target/compiled/twilio_source/models/stg_twilio.yml/not_null_stg_twilio__address_address_id.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect address_id\nfrom \"postgres\".\"twilio_integration_tests_1_twilio_source\".\"stg_twilio__address\"\nwhere address_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "address_id", "file_key_name": "models.stg_twilio__address", "attached_node": "model.twilio_source.stg_twilio__address"}, "test.twilio_source.unique_stg_twilio__call_call_id.4a911440b6": {"test_metadata": {"name": "unique", "kwargs": {"column_name": "call_id", "model": "{{ get_where_subquery(ref('stg_twilio__call')) }}"}, "namespace": null}, "database": "postgres", "schema": "twilio_integration_tests_1_dbt_test__audit", "name": "unique_stg_twilio__call_call_id", "resource_type": "test", "package_name": "twilio_source", "path": "unique_stg_twilio__call_call_id.sql", "original_file_path": "models/stg_twilio.yml", "unique_id": "test.twilio_source.unique_stg_twilio__call_call_id.4a911440b6", "fqn": ["twilio_source", "unique_stg_twilio__call_call_id"], "alias": "unique_stg_twilio__call_call_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {}, "created_at": 1732226747.335437, "relation_name": null, "raw_code": "{{ test_unique(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "stg_twilio__call", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_unique", "macro.dbt.get_where_subquery"], "nodes": ["model.twilio_source.stg_twilio__call"]}, "compiled_path": "target/compiled/twilio_source/models/stg_twilio.yml/unique_stg_twilio__call_call_id.sql", "compiled": true, "compiled_code": "\n    \n    \n\nselect\n    call_id as unique_field,\n    count(*) as n_records\n\nfrom \"postgres\".\"twilio_integration_tests_1_twilio_source\".\"stg_twilio__call\"\nwhere call_id is not null\ngroup by call_id\nhaving count(*) > 1\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "call_id", "file_key_name": "models.stg_twilio__call", "attached_node": "model.twilio_source.stg_twilio__call"}, "test.twilio_source.not_null_stg_twilio__call_call_id.b1c7afdc81": {"test_metadata": {"name": "not_null", "kwargs": {"column_name": "call_id", "model": "{{ get_where_subquery(ref('stg_twilio__call')) }}"}, "namespace": null}, "database": "postgres", "schema": "twilio_integration_tests_1_dbt_test__audit", "name": "not_null_stg_twilio__call_call_id", "resource_type": "test", "package_name": "twilio_source", "path": "not_null_stg_twilio__call_call_id.sql", "original_file_path": "models/stg_twilio.yml", "unique_id": "test.twilio_source.not_null_stg_twilio__call_call_id.b1c7afdc81", "fqn": ["twilio_source", "not_null_stg_twilio__call_call_id"], "alias": "not_null_stg_twilio__call_call_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {}, "created_at": 1732226747.336053, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "stg_twilio__call", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.twilio_source.stg_twilio__call"]}, "compiled_path": "target/compiled/twilio_source/models/stg_twilio.yml/not_null_stg_twilio__call_call_id.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect call_id\nfrom \"postgres\".\"twilio_integration_tests_1_twilio_source\".\"stg_twilio__call\"\nwhere call_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "call_id", "file_key_name": "models.stg_twilio__call", "attached_node": "model.twilio_source.stg_twilio__call"}, "test.twilio_source.unique_stg_twilio__incoming_phone_number_incoming_phone_number_id.d6eb15efc6": {"test_metadata": {"name": "unique", "kwargs": {"column_name": "incoming_phone_number_id", "model": "{{ get_where_subquery(ref('stg_twilio__incoming_phone_number')) }}"}, "namespace": null}, "database": "postgres", "schema": "twilio_integration_tests_1_dbt_test__audit", "name": "unique_stg_twilio__incoming_phone_number_incoming_phone_number_id", "resource_type": "test", "package_name": "twilio_source", "path": "unique_stg_twilio__incoming_ph_476c63503d13b6f70c916a20325748eb.sql", "original_file_path": "models/stg_twilio.yml", "unique_id": "test.twilio_source.unique_stg_twilio__incoming_phone_number_incoming_phone_number_id.d6eb15efc6", "fqn": ["twilio_source", "unique_stg_twilio__incoming_phone_number_incoming_phone_number_id"], "alias": "unique_stg_twilio__incoming_ph_476c63503d13b6f70c916a20325748eb", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "unique_stg_twilio__incoming_ph_476c63503d13b6f70c916a20325748eb", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "unique_stg_twilio__incoming_ph_476c63503d13b6f70c916a20325748eb"}, "created_at": 1732226747.336705, "relation_name": null, "raw_code": "{{ test_unique(**_dbt_generic_test_kwargs) }}{{ config(alias=\"unique_stg_twilio__incoming_ph_476c63503d13b6f70c916a20325748eb\") }}", "language": "sql", "refs": [{"name": "stg_twilio__incoming_phone_number", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_unique", "macro.dbt.get_where_subquery"], "nodes": ["model.twilio_source.stg_twilio__incoming_phone_number"]}, "compiled_path": "target/compiled/twilio_source/models/stg_twilio.yml/unique_stg_twilio__incoming_ph_476c63503d13b6f70c916a20325748eb.sql", "compiled": true, "compiled_code": "\n    \n    \n\nselect\n    incoming_phone_number_id as unique_field,\n    count(*) as n_records\n\nfrom \"postgres\".\"twilio_integration_tests_1_twilio_source\".\"stg_twilio__incoming_phone_number\"\nwhere incoming_phone_number_id is not null\ngroup by incoming_phone_number_id\nhaving count(*) > 1\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "incoming_phone_number_id", "file_key_name": "models.stg_twilio__incoming_phone_number", "attached_node": "model.twilio_source.stg_twilio__incoming_phone_number"}, "test.twilio_source.not_null_stg_twilio__incoming_phone_number_incoming_phone_number_id.9a63d01724": {"test_metadata": {"name": "not_null", "kwargs": {"column_name": "incoming_phone_number_id", "model": "{{ get_where_subquery(ref('stg_twilio__incoming_phone_number')) }}"}, "namespace": null}, "database": "postgres", "schema": "twilio_integration_tests_1_dbt_test__audit", "name": "not_null_stg_twilio__incoming_phone_number_incoming_phone_number_id", "resource_type": "test", "package_name": "twilio_source", "path": "not_null_stg_twilio__incoming__fc56f6c8f02bd5cc2b166962f905a57f.sql", "original_file_path": "models/stg_twilio.yml", "unique_id": "test.twilio_source.not_null_stg_twilio__incoming_phone_number_incoming_phone_number_id.9a63d01724", "fqn": ["twilio_source", "not_null_stg_twilio__incoming_phone_number_incoming_phone_number_id"], "alias": "not_null_stg_twilio__incoming__fc56f6c8f02bd5cc2b166962f905a57f", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "not_null_stg_twilio__incoming__fc56f6c8f02bd5cc2b166962f905a57f", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "not_null_stg_twilio__incoming__fc56f6c8f02bd5cc2b166962f905a57f"}, "created_at": 1732226747.337392, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}{{ config(alias=\"not_null_stg_twilio__incoming__fc56f6c8f02bd5cc2b166962f905a57f\") }}", "language": "sql", "refs": [{"name": "stg_twilio__incoming_phone_number", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.twilio_source.stg_twilio__incoming_phone_number"]}, "compiled_path": "target/compiled/twilio_source/models/stg_twilio.yml/not_null_stg_twilio__incoming__fc56f6c8f02bd5cc2b166962f905a57f.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect incoming_phone_number_id\nfrom \"postgres\".\"twilio_integration_tests_1_twilio_source\".\"stg_twilio__incoming_phone_number\"\nwhere incoming_phone_number_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "incoming_phone_number_id", "file_key_name": "models.stg_twilio__incoming_phone_number", "attached_node": "model.twilio_source.stg_twilio__incoming_phone_number"}, "test.twilio_source.not_null_stg_twilio__message_message_id.bc1b8551d4": {"test_metadata": {"name": "not_null", "kwargs": {"column_name": "message_id", "model": "{{ get_where_subquery(ref('stg_twilio__message')) }}"}, "namespace": null}, "database": "postgres", "schema": "twilio_integration_tests_1_dbt_test__audit", "name": "not_null_stg_twilio__message_message_id", "resource_type": "test", "package_name": "twilio_source", "path": "not_null_stg_twilio__message_message_id.sql", "original_file_path": "models/stg_twilio.yml", "unique_id": "test.twilio_source.not_null_stg_twilio__message_message_id.bc1b8551d4", "fqn": ["twilio_source", "not_null_stg_twilio__message_message_id"], "alias": "not_null_stg_twilio__message_message_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {}, "created_at": 1732226747.338051, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "stg_twilio__message", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.twilio_source.stg_twilio__message"]}, "compiled_path": "target/compiled/twilio_source/models/stg_twilio.yml/not_null_stg_twilio__message_message_id.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect message_id\nfrom \"postgres\".\"twilio_integration_tests_1_twilio_source\".\"stg_twilio__message\"\nwhere message_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "message_id", "file_key_name": "models.stg_twilio__message", "attached_node": "model.twilio_source.stg_twilio__message"}, "test.twilio_source.not_null_stg_twilio__message_account_id.4e63c023d2": {"test_metadata": {"name": "not_null", "kwargs": {"column_name": "account_id", "model": "{{ get_where_subquery(ref('stg_twilio__message')) }}"}, "namespace": null}, "database": "postgres", "schema": "twilio_integration_tests_1_dbt_test__audit", "name": "not_null_stg_twilio__message_account_id", "resource_type": "test", "package_name": "twilio_source", "path": "not_null_stg_twilio__message_account_id.sql", "original_file_path": "models/stg_twilio.yml", "unique_id": "test.twilio_source.not_null_stg_twilio__message_account_id.4e63c023d2", "fqn": ["twilio_source", "not_null_stg_twilio__message_account_id"], "alias": "not_null_stg_twilio__message_account_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {}, "created_at": 1732226747.338867, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "stg_twilio__message", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.twilio_source.stg_twilio__message"]}, "compiled_path": "target/compiled/twilio_source/models/stg_twilio.yml/not_null_stg_twilio__message_account_id.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect account_id\nfrom \"postgres\".\"twilio_integration_tests_1_twilio_source\".\"stg_twilio__message\"\nwhere account_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "account_id", "file_key_name": "models.stg_twilio__message", "attached_node": "model.twilio_source.stg_twilio__message"}, "test.twilio_source.dbt_utils_unique_combination_of_columns_stg_twilio__message_account_id__message_id__messaging_service_id.2696e90a8e": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["account_id", "message_id", "messaging_service_id"], "model": "{{ get_where_subquery(ref('stg_twilio__message')) }}"}, "namespace": "dbt_utils"}, "database": "postgres", "schema": "twilio_integration_tests_1_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_stg_twilio__message_account_id__message_id__messaging_service_id", "resource_type": "test", "package_name": "twilio_source", "path": "dbt_utils_unique_combination_o_98d005c640abb227b386b9d9fd2f05cd.sql", "original_file_path": "models/stg_twilio.yml", "unique_id": "test.twilio_source.dbt_utils_unique_combination_of_columns_stg_twilio__message_account_id__message_id__messaging_service_id.2696e90a8e", "fqn": ["twilio_source", "dbt_utils_unique_combination_of_columns_stg_twilio__message_account_id__message_id__messaging_service_id"], "alias": "dbt_utils_unique_combination_o_98d005c640abb227b386b9d9fd2f05cd", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_98d005c640abb227b386b9d9fd2f05cd", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_98d005c640abb227b386b9d9fd2f05cd"}, "created_at": 1732226747.3395, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_98d005c640abb227b386b9d9fd2f05cd\") }}", "language": "sql", "refs": [{"name": "stg_twilio__message", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.twilio_source.stg_twilio__message"]}, "compiled_path": "target/compiled/twilio_source/models/stg_twilio.yml/dbt_utils_unique_combination_o_98d005c640abb227b386b9d9fd2f05cd.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n    select\n        account_id, message_id, messaging_service_id\n    from \"postgres\".\"twilio_integration_tests_1_twilio_source\".\"stg_twilio__message\"\n    group by account_id, message_id, messaging_service_id\n    having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.stg_twilio__message", "attached_node": "model.twilio_source.stg_twilio__message"}, "test.twilio_source.not_null_stg_twilio__messaging_service_messaging_service_id.c7032fe946": {"test_metadata": {"name": "not_null", "kwargs": {"column_name": "messaging_service_id", "model": "{{ get_where_subquery(ref('stg_twilio__messaging_service')) }}"}, "namespace": null}, "database": "postgres", "schema": "twilio_integration_tests_1_dbt_test__audit", "name": "not_null_stg_twilio__messaging_service_messaging_service_id", "resource_type": "test", "package_name": "twilio_source", "path": "not_null_stg_twilio__messaging_service_messaging_service_id.sql", "original_file_path": "models/stg_twilio.yml", "unique_id": "test.twilio_source.not_null_stg_twilio__messaging_service_messaging_service_id.c7032fe946", "fqn": ["twilio_source", "not_null_stg_twilio__messaging_service_messaging_service_id"], "alias": "not_null_stg_twilio__messaging_service_messaging_service_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {}, "created_at": 1732226747.340971, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "stg_twilio__messaging_service", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.twilio_source.stg_twilio__messaging_service"]}, "compiled_path": "target/compiled/twilio_source/models/stg_twilio.yml/not_null_stg_twilio__messaging_service_messaging_service_id.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect messaging_service_id\nfrom \"postgres\".\"twilio_integration_tests_1_twilio_source\".\"stg_twilio__messaging_service\"\nwhere messaging_service_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "messaging_service_id", "file_key_name": "models.stg_twilio__messaging_service", "attached_node": "model.twilio_source.stg_twilio__messaging_service"}, "test.twilio_source.not_null_stg_twilio__messaging_service_account_id.f46a18a677": {"test_metadata": {"name": "not_null", "kwargs": {"column_name": "account_id", "model": "{{ get_where_subquery(ref('stg_twilio__messaging_service')) }}"}, "namespace": null}, "database": "postgres", "schema": "twilio_integration_tests_1_dbt_test__audit", "name": "not_null_stg_twilio__messaging_service_account_id", "resource_type": "test", "package_name": "twilio_source", "path": "not_null_stg_twilio__messaging_service_account_id.sql", "original_file_path": "models/stg_twilio.yml", "unique_id": "test.twilio_source.not_null_stg_twilio__messaging_service_account_id.f46a18a677", "fqn": ["twilio_source", "not_null_stg_twilio__messaging_service_account_id"], "alias": "not_null_stg_twilio__messaging_service_account_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {}, "created_at": 1732226747.34178, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "stg_twilio__messaging_service", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.twilio_source.stg_twilio__messaging_service"]}, "compiled_path": "target/compiled/twilio_source/models/stg_twilio.yml/not_null_stg_twilio__messaging_service_account_id.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect account_id\nfrom \"postgres\".\"twilio_integration_tests_1_twilio_source\".\"stg_twilio__messaging_service\"\nwhere account_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "account_id", "file_key_name": "models.stg_twilio__messaging_service", "attached_node": "model.twilio_source.stg_twilio__messaging_service"}, "test.twilio_source.dbt_utils_unique_combination_of_columns_stg_twilio__messaging_service_account_id__messaging_service_id.2de8528f3d": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["account_id", "messaging_service_id"], "model": "{{ get_where_subquery(ref('stg_twilio__messaging_service')) }}"}, "namespace": "dbt_utils"}, "database": "postgres", "schema": "twilio_integration_tests_1_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_stg_twilio__messaging_service_account_id__messaging_service_id", "resource_type": "test", "package_name": "twilio_source", "path": "dbt_utils_unique_combination_o_e183630e369bf343f601ed95ba07d608.sql", "original_file_path": "models/stg_twilio.yml", "unique_id": "test.twilio_source.dbt_utils_unique_combination_of_columns_stg_twilio__messaging_service_account_id__messaging_service_id.2de8528f3d", "fqn": ["twilio_source", "dbt_utils_unique_combination_of_columns_stg_twilio__messaging_service_account_id__messaging_service_id"], "alias": "dbt_utils_unique_combination_o_e183630e369bf343f601ed95ba07d608", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_e183630e369bf343f601ed95ba07d608", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_e183630e369bf343f601ed95ba07d608"}, "created_at": 1732226747.34246, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_e183630e369bf343f601ed95ba07d608\") }}", "language": "sql", "refs": [{"name": "stg_twilio__messaging_service", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.twilio_source.stg_twilio__messaging_service"]}, "compiled_path": "target/compiled/twilio_source/models/stg_twilio.yml/dbt_utils_unique_combination_o_e183630e369bf343f601ed95ba07d608.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n    select\n        account_id, messaging_service_id\n    from \"postgres\".\"twilio_integration_tests_1_twilio_source\".\"stg_twilio__messaging_service\"\n    group by account_id, messaging_service_id\n    having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.stg_twilio__messaging_service", "attached_node": "model.twilio_source.stg_twilio__messaging_service"}, "test.twilio_source.unique_stg_twilio__outgoing_caller_id_outgoing_caller_id.0e55c1c2ea": {"test_metadata": {"name": "unique", "kwargs": {"column_name": "outgoing_caller_id", "model": "{{ get_where_subquery(ref('stg_twilio__outgoing_caller_id')) }}"}, "namespace": null}, "database": "postgres", "schema": "twilio_integration_tests_1_dbt_test__audit", "name": "unique_stg_twilio__outgoing_caller_id_outgoing_caller_id", "resource_type": "test", "package_name": "twilio_source", "path": "unique_stg_twilio__outgoing_caller_id_outgoing_caller_id.sql", "original_file_path": "models/stg_twilio.yml", "unique_id": "test.twilio_source.unique_stg_twilio__outgoing_caller_id_outgoing_caller_id.0e55c1c2ea", "fqn": ["twilio_source", "unique_stg_twilio__outgoing_caller_id_outgoing_caller_id"], "alias": "unique_stg_twilio__outgoing_caller_id_outgoing_caller_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {}, "created_at": 1732226747.343866, "relation_name": null, "raw_code": "{{ test_unique(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "stg_twilio__outgoing_caller_id", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_unique", "macro.dbt.get_where_subquery"], "nodes": ["model.twilio_source.stg_twilio__outgoing_caller_id"]}, "compiled_path": "target/compiled/twilio_source/models/stg_twilio.yml/unique_stg_twilio__outgoing_caller_id_outgoing_caller_id.sql", "compiled": true, "compiled_code": "\n    \n    \n\nselect\n    outgoing_caller_id as unique_field,\n    count(*) as n_records\n\nfrom \"postgres\".\"twilio_integration_tests_1_twilio_source\".\"stg_twilio__outgoing_caller_id\"\nwhere outgoing_caller_id is not null\ngroup by outgoing_caller_id\nhaving count(*) > 1\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "outgoing_caller_id", "file_key_name": "models.stg_twilio__outgoing_caller_id", "attached_node": "model.twilio_source.stg_twilio__outgoing_caller_id"}, "test.twilio_source.not_null_stg_twilio__outgoing_caller_id_outgoing_caller_id.de6e667878": {"test_metadata": {"name": "not_null", "kwargs": {"column_name": "outgoing_caller_id", "model": "{{ get_where_subquery(ref('stg_twilio__outgoing_caller_id')) }}"}, "namespace": null}, "database": "postgres", "schema": "twilio_integration_tests_1_dbt_test__audit", "name": "not_null_stg_twilio__outgoing_caller_id_outgoing_caller_id", "resource_type": "test", "package_name": "twilio_source", "path": "not_null_stg_twilio__outgoing_caller_id_outgoing_caller_id.sql", "original_file_path": "models/stg_twilio.yml", "unique_id": "test.twilio_source.not_null_stg_twilio__outgoing_caller_id_outgoing_caller_id.de6e667878", "fqn": ["twilio_source", "not_null_stg_twilio__outgoing_caller_id_outgoing_caller_id"], "alias": "not_null_stg_twilio__outgoing_caller_id_outgoing_caller_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {}, "created_at": 1732226747.344645, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "stg_twilio__outgoing_caller_id", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.twilio_source.stg_twilio__outgoing_caller_id"]}, "compiled_path": "target/compiled/twilio_source/models/stg_twilio.yml/not_null_stg_twilio__outgoing_caller_id_outgoing_caller_id.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect outgoing_caller_id\nfrom \"postgres\".\"twilio_integration_tests_1_twilio_source\".\"stg_twilio__outgoing_caller_id\"\nwhere outgoing_caller_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "outgoing_caller_id", "file_key_name": "models.stg_twilio__outgoing_caller_id", "attached_node": "model.twilio_source.stg_twilio__outgoing_caller_id"}, "test.twilio_source.not_null_stg_twilio__usage_record_account_id.8b387072fd": {"test_metadata": {"name": "not_null", "kwargs": {"column_name": "account_id", "model": "{{ get_where_subquery(ref('stg_twilio__usage_record')) }}"}, "namespace": null}, "database": "postgres", "schema": "twilio_integration_tests_1_dbt_test__audit", "name": "not_null_stg_twilio__usage_record_account_id", "resource_type": "test", "package_name": "twilio_source", "path": "not_null_stg_twilio__usage_record_account_id.sql", "original_file_path": "models/stg_twilio.yml", "unique_id": "test.twilio_source.not_null_stg_twilio__usage_record_account_id.8b387072fd", "fqn": ["twilio_source", "not_null_stg_twilio__usage_record_account_id"], "alias": "not_null_stg_twilio__usage_record_account_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {}, "created_at": 1732226747.3453078, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "stg_twilio__usage_record", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.twilio_source.stg_twilio__usage_record"]}, "compiled_path": "target/compiled/twilio_source/models/stg_twilio.yml/not_null_stg_twilio__usage_record_account_id.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect account_id\nfrom \"postgres\".\"twilio_integration_tests_1_twilio_source\".\"stg_twilio__usage_record\"\nwhere account_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "account_id", "file_key_name": "models.stg_twilio__usage_record", "attached_node": "model.twilio_source.stg_twilio__usage_record"}, "test.twilio_source.not_null_stg_twilio__usage_record_category.e6d57544df": {"test_metadata": {"name": "not_null", "kwargs": {"column_name": "category", "model": "{{ get_where_subquery(ref('stg_twilio__usage_record')) }}"}, "namespace": null}, "database": "postgres", "schema": "twilio_integration_tests_1_dbt_test__audit", "name": "not_null_stg_twilio__usage_record_category", "resource_type": "test", "package_name": "twilio_source", "path": "not_null_stg_twilio__usage_record_category.sql", "original_file_path": "models/stg_twilio.yml", "unique_id": "test.twilio_source.not_null_stg_twilio__usage_record_category.e6d57544df", "fqn": ["twilio_source", "not_null_stg_twilio__usage_record_category"], "alias": "not_null_stg_twilio__usage_record_category", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {}, "created_at": 1732226747.3459651, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "stg_twilio__usage_record", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.twilio_source.stg_twilio__usage_record"]}, "compiled_path": "target/compiled/twilio_source/models/stg_twilio.yml/not_null_stg_twilio__usage_record_category.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect category\nfrom \"postgres\".\"twilio_integration_tests_1_twilio_source\".\"stg_twilio__usage_record\"\nwhere category is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "category", "file_key_name": "models.stg_twilio__usage_record", "attached_node": "model.twilio_source.stg_twilio__usage_record"}, "test.twilio_source.not_null_stg_twilio__usage_record_end_date.0f8fc2406e": {"test_metadata": {"name": "not_null", "kwargs": {"column_name": "end_date", "model": "{{ get_where_subquery(ref('stg_twilio__usage_record')) }}"}, "namespace": null}, "database": "postgres", "schema": "twilio_integration_tests_1_dbt_test__audit", "name": "not_null_stg_twilio__usage_record_end_date", "resource_type": "test", "package_name": "twilio_source", "path": "not_null_stg_twilio__usage_record_end_date.sql", "original_file_path": "models/stg_twilio.yml", "unique_id": "test.twilio_source.not_null_stg_twilio__usage_record_end_date.0f8fc2406e", "fqn": ["twilio_source", "not_null_stg_twilio__usage_record_end_date"], "alias": "not_null_stg_twilio__usage_record_end_date", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {}, "created_at": 1732226747.346621, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "stg_twilio__usage_record", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.twilio_source.stg_twilio__usage_record"]}, "compiled_path": "target/compiled/twilio_source/models/stg_twilio.yml/not_null_stg_twilio__usage_record_end_date.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect end_date\nfrom \"postgres\".\"twilio_integration_tests_1_twilio_source\".\"stg_twilio__usage_record\"\nwhere end_date is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "end_date", "file_key_name": "models.stg_twilio__usage_record", "attached_node": "model.twilio_source.stg_twilio__usage_record"}, "test.twilio_source.not_null_stg_twilio__usage_record_start_date.a73353be1b": {"test_metadata": {"name": "not_null", "kwargs": {"column_name": "start_date", "model": "{{ get_where_subquery(ref('stg_twilio__usage_record')) }}"}, "namespace": null}, "database": "postgres", "schema": "twilio_integration_tests_1_dbt_test__audit", "name": "not_null_stg_twilio__usage_record_start_date", "resource_type": "test", "package_name": "twilio_source", "path": "not_null_stg_twilio__usage_record_start_date.sql", "original_file_path": "models/stg_twilio.yml", "unique_id": "test.twilio_source.not_null_stg_twilio__usage_record_start_date.a73353be1b", "fqn": ["twilio_source", "not_null_stg_twilio__usage_record_start_date"], "alias": "not_null_stg_twilio__usage_record_start_date", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {}, "created_at": 1732226747.347268, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "stg_twilio__usage_record", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.twilio_source.stg_twilio__usage_record"]}, "compiled_path": "target/compiled/twilio_source/models/stg_twilio.yml/not_null_stg_twilio__usage_record_start_date.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect start_date\nfrom \"postgres\".\"twilio_integration_tests_1_twilio_source\".\"stg_twilio__usage_record\"\nwhere start_date is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "start_date", "file_key_name": "models.stg_twilio__usage_record", "attached_node": "model.twilio_source.stg_twilio__usage_record"}, "test.twilio_source.dbt_utils_unique_combination_of_columns_stg_twilio__usage_record_category__start_date__end_date__account_id.3782e14f70": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["category", "start_date", "end_date", "account_id"], "model": "{{ get_where_subquery(ref('stg_twilio__usage_record')) }}"}, "namespace": "dbt_utils"}, "database": "postgres", "schema": "twilio_integration_tests_1_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_stg_twilio__usage_record_category__start_date__end_date__account_id", "resource_type": "test", "package_name": "twilio_source", "path": "dbt_utils_unique_combination_o_b48e57643bedf9174df92486c5bf548d.sql", "original_file_path": "models/stg_twilio.yml", "unique_id": "test.twilio_source.dbt_utils_unique_combination_of_columns_stg_twilio__usage_record_category__start_date__end_date__account_id.3782e14f70", "fqn": ["twilio_source", "dbt_utils_unique_combination_of_columns_stg_twilio__usage_record_category__start_date__end_date__account_id"], "alias": "dbt_utils_unique_combination_o_b48e57643bedf9174df92486c5bf548d", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_b48e57643bedf9174df92486c5bf548d", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_b48e57643bedf9174df92486c5bf548d"}, "created_at": 1732226747.3479161, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_b48e57643bedf9174df92486c5bf548d\") }}", "language": "sql", "refs": [{"name": "stg_twilio__usage_record", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.twilio_source.stg_twilio__usage_record"]}, "compiled_path": "target/compiled/twilio_source/models/stg_twilio.yml/dbt_utils_unique_combination_o_b48e57643bedf9174df92486c5bf548d.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n    select\n        category, start_date, end_date, account_id\n    from \"postgres\".\"twilio_integration_tests_1_twilio_source\".\"stg_twilio__usage_record\"\n    group by category, start_date, end_date, account_id\n    having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.stg_twilio__usage_record", "attached_node": "model.twilio_source.stg_twilio__usage_record"}, "test.twilio.unique_twilio__number_overview_phone_number.3edf30e4ae": {"test_metadata": {"name": "unique", "kwargs": {"column_name": "phone_number", "model": "{{ get_where_subquery(ref('twilio__number_overview')) }}"}, "namespace": null}, "database": "postgres", "schema": "twilio_integration_tests_1_dbt_test__audit", "name": "unique_twilio__number_overview_phone_number", "resource_type": "test", "package_name": "twilio", "path": "unique_twilio__number_overview_phone_number.sql", "original_file_path": "models/twilio.yml", "unique_id": "test.twilio.unique_twilio__number_overview_phone_number.3edf30e4ae", "fqn": ["twilio", "unique_twilio__number_overview_phone_number"], "alias": "unique_twilio__number_overview_phone_number", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {}, "created_at": 1732226747.384256, "relation_name": null, "raw_code": "{{ test_unique(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "twilio__number_overview", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_unique", "macro.dbt.get_where_subquery"], "nodes": ["model.twilio.twilio__number_overview"]}, "compiled_path": "target/compiled/twilio/models/twilio.yml/unique_twilio__number_overview_phone_number.sql", "compiled": true, "compiled_code": "\n    \n    \n\nselect\n    phone_number as unique_field,\n    count(*) as n_records\n\nfrom \"postgres\".\"twilio_integration_tests_1_twilio\".\"twilio__number_overview\"\nwhere phone_number is not null\ngroup by phone_number\nhaving count(*) > 1\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "phone_number", "file_key_name": "models.twilio__number_overview", "attached_node": "model.twilio.twilio__number_overview"}, "test.twilio.not_null_twilio__number_overview_phone_number.baa4731adf": {"test_metadata": {"name": "not_null", "kwargs": {"column_name": "phone_number", "model": "{{ get_where_subquery(ref('twilio__number_overview')) }}"}, "namespace": null}, "database": "postgres", "schema": "twilio_integration_tests_1_dbt_test__audit", "name": "not_null_twilio__number_overview_phone_number", "resource_type": "test", "package_name": "twilio", "path": "not_null_twilio__number_overview_phone_number.sql", "original_file_path": "models/twilio.yml", "unique_id": "test.twilio.not_null_twilio__number_overview_phone_number.baa4731adf", "fqn": ["twilio", "not_null_twilio__number_overview_phone_number"], "alias": "not_null_twilio__number_overview_phone_number", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {}, "created_at": 1732226747.384968, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "twilio__number_overview", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.twilio.twilio__number_overview"]}, "compiled_path": "target/compiled/twilio/models/twilio.yml/not_null_twilio__number_overview_phone_number.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect phone_number\nfrom \"postgres\".\"twilio_integration_tests_1_twilio\".\"twilio__number_overview\"\nwhere phone_number is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "phone_number", "file_key_name": "models.twilio__number_overview", "attached_node": "model.twilio.twilio__number_overview"}, "test.twilio.unique_twilio__message_enhanced_message_id.715528efa4": {"test_metadata": {"name": "unique", "kwargs": {"column_name": "message_id", "model": "{{ get_where_subquery(ref('twilio__message_enhanced')) }}"}, "namespace": null}, "database": "postgres", "schema": "twilio_integration_tests_1_dbt_test__audit", "name": "unique_twilio__message_enhanced_message_id", "resource_type": "test", "package_name": "twilio", "path": "unique_twilio__message_enhanced_message_id.sql", "original_file_path": "models/twilio.yml", "unique_id": "test.twilio.unique_twilio__message_enhanced_message_id.715528efa4", "fqn": ["twilio", "unique_twilio__message_enhanced_message_id"], "alias": "unique_twilio__message_enhanced_message_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {}, "created_at": 1732226747.385631, "relation_name": null, "raw_code": "{{ test_unique(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "twilio__message_enhanced", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_unique", "macro.dbt.get_where_subquery"], "nodes": ["model.twilio.twilio__message_enhanced"]}, "compiled_path": "target/compiled/twilio/models/twilio.yml/unique_twilio__message_enhanced_message_id.sql", "compiled": true, "compiled_code": "\n    \n    \n\nselect\n    message_id as unique_field,\n    count(*) as n_records\n\nfrom \"postgres\".\"twilio_integration_tests_1_twilio\".\"twilio__message_enhanced\"\nwhere message_id is not null\ngroup by message_id\nhaving count(*) > 1\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "message_id", "file_key_name": "models.twilio__message_enhanced", "attached_node": "model.twilio.twilio__message_enhanced"}, "test.twilio.not_null_twilio__message_enhanced_message_id.970ba0a457": {"test_metadata": {"name": "not_null", "kwargs": {"column_name": "message_id", "model": "{{ get_where_subquery(ref('twilio__message_enhanced')) }}"}, "namespace": null}, "database": "postgres", "schema": "twilio_integration_tests_1_dbt_test__audit", "name": "not_null_twilio__message_enhanced_message_id", "resource_type": "test", "package_name": "twilio", "path": "not_null_twilio__message_enhanced_message_id.sql", "original_file_path": "models/twilio.yml", "unique_id": "test.twilio.not_null_twilio__message_enhanced_message_id.970ba0a457", "fqn": ["twilio", "not_null_twilio__message_enhanced_message_id"], "alias": "not_null_twilio__message_enhanced_message_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {}, "created_at": 1732226747.386306, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "twilio__message_enhanced", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.twilio.twilio__message_enhanced"]}, "compiled_path": "target/compiled/twilio/models/twilio.yml/not_null_twilio__message_enhanced_message_id.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect message_id\nfrom \"postgres\".\"twilio_integration_tests_1_twilio\".\"twilio__message_enhanced\"\nwhere message_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "message_id", "file_key_name": "models.twilio__message_enhanced", "attached_node": "model.twilio.twilio__message_enhanced"}, "test.twilio.not_null_twilio__account_overview_account_id.8981fee2f5": {"test_metadata": {"name": "not_null", "kwargs": {"column_name": "account_id", "model": "{{ get_where_subquery(ref('twilio__account_overview')) }}"}, "namespace": null}, "database": "postgres", "schema": "twilio_integration_tests_1_dbt_test__audit", "name": "not_null_twilio__account_overview_account_id", "resource_type": "test", "package_name": "twilio", "path": "not_null_twilio__account_overview_account_id.sql", "original_file_path": "models/twilio.yml", "unique_id": "test.twilio.not_null_twilio__account_overview_account_id.8981fee2f5", "fqn": ["twilio", "not_null_twilio__account_overview_account_id"], "alias": "not_null_twilio__account_overview_account_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {}, "created_at": 1732226747.3869839, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "twilio__account_overview", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.twilio.twilio__account_overview"]}, "compiled_path": "target/compiled/twilio/models/twilio.yml/not_null_twilio__account_overview_account_id.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect account_id\nfrom \"postgres\".\"twilio_integration_tests_1_twilio\".\"twilio__account_overview\"\nwhere account_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "account_id", "file_key_name": "models.twilio__account_overview", "attached_node": "model.twilio.twilio__account_overview"}, "test.twilio.not_null_twilio__account_overview_date_day.fe10c23e08": {"test_metadata": {"name": "not_null", "kwargs": {"column_name": "date_day", "model": "{{ get_where_subquery(ref('twilio__account_overview')) }}"}, "namespace": null}, "database": "postgres", "schema": "twilio_integration_tests_1_dbt_test__audit", "name": "not_null_twilio__account_overview_date_day", "resource_type": "test", "package_name": "twilio", "path": "not_null_twilio__account_overview_date_day.sql", "original_file_path": "models/twilio.yml", "unique_id": "test.twilio.not_null_twilio__account_overview_date_day.fe10c23e08", "fqn": ["twilio", "not_null_twilio__account_overview_date_day"], "alias": "not_null_twilio__account_overview_date_day", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {}, "created_at": 1732226747.387789, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "twilio__account_overview", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.twilio.twilio__account_overview"]}, "compiled_path": "target/compiled/twilio/models/twilio.yml/not_null_twilio__account_overview_date_day.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect date_day\nfrom \"postgres\".\"twilio_integration_tests_1_twilio\".\"twilio__account_overview\"\nwhere date_day is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "date_day", "file_key_name": "models.twilio__account_overview", "attached_node": "model.twilio.twilio__account_overview"}, "test.twilio.dbt_utils_unique_combination_of_columns_twilio__account_overview_account_id__date_day.f43ddc7113": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["account_id", "date_day"], "model": "{{ get_where_subquery(ref('twilio__account_overview')) }}"}, "namespace": "dbt_utils"}, "database": "postgres", "schema": "twilio_integration_tests_1_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_twilio__account_overview_account_id__date_day", "resource_type": "test", "package_name": "twilio", "path": "dbt_utils_unique_combination_o_0787d5a553e28ecc7b1bbf0785b3f00c.sql", "original_file_path": "models/twilio.yml", "unique_id": "test.twilio.dbt_utils_unique_combination_of_columns_twilio__account_overview_account_id__date_day.f43ddc7113", "fqn": ["twilio", "dbt_utils_unique_combination_of_columns_twilio__account_overview_account_id__date_day"], "alias": "dbt_utils_unique_combination_o_0787d5a553e28ecc7b1bbf0785b3f00c", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_0787d5a553e28ecc7b1bbf0785b3f00c", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_0787d5a553e28ecc7b1bbf0785b3f00c"}, "created_at": 1732226747.3884149, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_0787d5a553e28ecc7b1bbf0785b3f00c\") }}", "language": "sql", "refs": [{"name": "twilio__account_overview", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.twilio.twilio__account_overview"]}, "compiled_path": "target/compiled/twilio/models/twilio.yml/dbt_utils_unique_combination_o_0787d5a553e28ecc7b1bbf0785b3f00c.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n    select\n        account_id, date_day\n    from \"postgres\".\"twilio_integration_tests_1_twilio\".\"twilio__account_overview\"\n    group by account_id, date_day\n    having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.twilio__account_overview", "attached_node": "model.twilio.twilio__account_overview"}}, "sources": {"source.twilio_source.twilio.account_history": {"database": "postgres", "schema": "twilio_integration_tests_1", "name": "account_history", "resource_type": "source", "package_name": "twilio_source", "path": "models/src_twilio.yml", "original_file_path": "models/src_twilio.yml", "unique_id": "source.twilio_source.twilio.account_history", "fqn": ["twilio_source", "twilio", "account_history"], "source_name": "twilio", "source_description": "", "loader": "Fivetran", "identifier": "twilio_account_history_data", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "freshness": {"warn_after": {"count": null, "period": null}, "error_after": {"count": null, "period": null}, "filter": null}, "external": null, "description": "Each record represents a information about each of your accounts.", "columns": {"_fivetran_synced": {"name": "_fivetran_synced", "description": "Timestamp of when fivetran synced a record.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "created_at": {"name": "created_at", "description": "The date and time when the account history record was created.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "friendly_name": {"name": "friendly_name", "description": "A user-friendly name or label associated with the account history event.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "id": {"name": "id", "description": "The unique identifier for the account history record.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "owner_account_id": {"name": "owner_account_id", "description": "The unique id that represents the parent of this account. The OwnerAccountSid of a parent account is it's own sid.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "status": {"name": "status", "description": "The status or state of the account history event.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "type": {"name": "type", "description": "The type or category of the account history event.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "updated_at": {"name": "updated_at", "description": "The date and time when the account history record was last updated.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {}, "relation_name": "\"postgres\".\"twilio_integration_tests_1\".\"twilio_account_history_data\"", "created_at": 1732226747.390572}, "source.twilio_source.twilio.address": {"database": "postgres", "schema": "twilio_integration_tests_1", "name": "address", "resource_type": "source", "package_name": "twilio_source", "path": "models/src_twilio.yml", "original_file_path": "models/src_twilio.yml", "unique_id": "source.twilio_source.twilio.address", "fqn": ["twilio_source", "twilio", "address"], "source_name": "twilio", "source_description": "", "loader": "Fivetran", "identifier": "twilio_address_data", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "freshness": {"warn_after": {"count": null, "period": null}, "error_after": {"count": null, "period": null}, "filter": null}, "external": null, "description": "Each record represents an Address instance that represents your or your customer\u2019s physical location within a country", "columns": {"_fivetran_synced": {"name": "_fivetran_synced", "description": "Timestamp of when fivetran synced a record.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_id": {"name": "account_id", "description": "The unique identifier of the account associated with the address.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "city": {"name": "city", "description": "The city or locality of the address.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "created_at": {"name": "created_at", "description": "The timestamp indicating when the address record was created.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "customer_name": {"name": "customer_name", "description": "The name of the customer or contact associated with the address.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "emergency_enabled": {"name": "emergency_enabled", "description": "A boolean value indicating whether emergency services are enabled for the address.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "friendly_name": {"name": "friendly_name", "description": "A user-friendly name or label associated with the address.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "id": {"name": "id", "description": "The unique identifier for the address record.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "iso_country": {"name": "iso_country", "description": "The ISO country code of the address.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "postal_code": {"name": "postal_code", "description": "The postal code or ZIP code of the address.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "region": {"name": "region", "description": "The region or state of the address.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "street": {"name": "street", "description": "The street address.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "updated_at": {"name": "updated_at", "description": "The timestamp indicating when the address record was last updated.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "validated": {"name": "validated", "description": "A boolean value indicating whether the address has been validated.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "verified": {"name": "verified", "description": "A boolean value indicating whether the address has been verified.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {}, "relation_name": "\"postgres\".\"twilio_integration_tests_1\".\"twilio_address_data\"", "created_at": 1732226747.390663}, "source.twilio_source.twilio.call": {"database": "postgres", "schema": "twilio_integration_tests_1", "name": "call", "resource_type": "source", "package_name": "twilio_source", "path": "models/src_twilio.yml", "original_file_path": "models/src_twilio.yml", "unique_id": "source.twilio_source.twilio.call", "fqn": ["twilio_source", "twilio", "call"], "source_name": "twilio", "source_description": "", "loader": "Fivetran", "identifier": "twilio_call_data", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "freshness": {"warn_after": {"count": 72, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "Each record represents a phone call that occurred or is scheduled to occur.", "columns": {"_fivetran_synced": {"name": "_fivetran_synced", "description": "Timestamp of when fivetran synced a record.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_id": {"name": "account_id", "description": "The unique identifier for the Account responsible for this Call.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "annotation": {"name": "annotation", "description": "A user-defined string that provides additional information about the Call.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "answered_by": {"name": "answered_by", "description": "The identity of the recipient that answered the Call.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "caller_name": {"name": "caller_name", "description": "The caller's name, if available.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "created_at": {"name": "created_at", "description": "The date and time when the Call was created, given as GMT in RFC 2822 format.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "direction": {"name": "direction", "description": "The direction of the Call - `inbound` for incoming calls, `outbound-api` for calls initiated via the REST API, and `outbound-dial` for calls initiated by a TwiML `<Dial` verb.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "duration": {"name": "duration", "description": "The duration of the Call in seconds.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "end_time": {"name": "end_time", "description": "The date and time when the Call ended, given as GMT in RFC 2822 format.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "forwarded_from": {"name": "forwarded_from", "description": "The phone number that initiated the Call, if applicable.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "from": {"name": "from", "description": "The phone number or client identifier that made the Call.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "from_formatted": {"name": "from_formatted", "description": "The formatted version of the `from` phone number or client identifier.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "group_id": {"name": "group_id", "description": "The unique identifier for the grouping of related Calls.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "id": {"name": "id", "description": "The unique identifier for the Call resource.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "outgoing_caller_id": {"name": "outgoing_caller_id", "description": "The unique identifier for the Outgoing Caller ID resource associated with the Call.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "parent_call_id": {"name": "parent_call_id", "description": "The unique identifier for the Call that created this Call as a result of executing TwiML.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "price": {"name": "price", "description": "The cost of the Call in the specified `price_unit`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "price_unit": {"name": "price_unit", "description": "The currency unit in which the `price` is measured.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "queue_time": {"name": "queue_time", "description": "The time spent in the queue before the Call is placed, in milliseconds.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "start_time": {"name": "start_time", "description": "The date and time when the Call started, given as GMT in RFC 2822 format.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "status": {"name": "status", "description": "The current status of the Call - `queued`, `ringing`, `in-progress`, `completed`, `busy`, `failed`, `no-answer`, or `canceled`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "to": {"name": "to", "description": "The phone number or client identifier that received the Call.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "to_formatted": {"name": "to_formatted", "description": "The formatted version of the `to` phone number or client identifier.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "trunk_id": {"name": "trunk_id", "description": "The unique identifier for the Trunk resource associated with the Call.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "updated_at": {"name": "updated_at", "description": "The date and time when the Call record was last updated, given as GMT in RFC 2822 format.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {"enabled": true}, "relation_name": "\"postgres\".\"twilio_integration_tests_1\".\"twilio_call_data\"", "created_at": 1732226747.390741}, "source.twilio_source.twilio.incoming_phone_number": {"database": "postgres", "schema": "twilio_integration_tests_1", "name": "incoming_phone_number", "resource_type": "source", "package_name": "twilio_source", "path": "models/src_twilio.yml", "original_file_path": "models/src_twilio.yml", "unique_id": "source.twilio_source.twilio.incoming_phone_number", "fqn": ["twilio_source", "twilio", "incoming_phone_number"], "source_name": "twilio", "source_description": "", "loader": "Fivetran", "identifier": "twilio_incoming_phone_number_data", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "freshness": {"warn_after": {"count": null, "period": null}, "error_after": {"count": null, "period": null}, "filter": null}, "external": null, "description": "Each record represents a Twilio phone number provisioned from Twilio, ported or hosted to Twilio", "columns": {"_fivetran_synced": {"name": "_fivetran_synced", "description": "Timestamp of when fivetran synced a record.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_id": {"name": "account_id", "description": "The unique identifier of the Account that owns this phone number resource.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "address_id": {"name": "address_id", "description": "The unique identifier of the Address resource responsible for the phone number.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "address_requirements": {"name": "address_requirements", "description": "The specific requirements for the Address on this phone number.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "beta": {"name": "beta", "description": "Whether this phone number is a beta number.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "capabilities_mms": {"name": "capabilities_mms", "description": "Indicates whether this phone number is capable of sending and receiving MMS messages.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "capabilities_sms": {"name": "capabilities_sms", "description": "Indicates whether this phone number is capable of sending and receiving SMS messages.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "capabilities_voice": {"name": "capabilities_voice", "description": "Indicates whether this phone number is capable of making and receiving voice calls.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "created_at": {"name": "created_at", "description": "The date and time this phone number resource was created.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "emergency_address_id": {"name": "emergency_address_id", "description": "The unique identifier of the Address resource to be used in case of an emergency.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "emergency_status": {"name": "emergency_status", "description": "The emergency status of the phone number.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "friendly_name": {"name": "friendly_name", "description": "A human-readable name associated with the phone number.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "id": {"name": "id", "description": "The unique identifier for this phone number resource.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "origin": {"name": "origin", "description": "The origination type of the phone number.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "phone_number": {"name": "phone_number", "description": "The phone number in E.164 format.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "trunk_id": {"name": "trunk_id", "description": "The unique identifier of the Trunk resource responsible for the phone number.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "updated_at": {"name": "updated_at", "description": "The date and time this phone number resource was last updated.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "voice_caller_id_lookup": {"name": "voice_caller_id_lookup", "description": "Indicates whether the phone number performs a lookup of the caller ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "voice_url": {"name": "voice_url", "description": "The URL Twilio will request when receiving a voice call to this phone number.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {}, "relation_name": "\"postgres\".\"twilio_integration_tests_1\".\"twilio_incoming_phone_number_data\"", "created_at": 1732226747.3907998}, "source.twilio_source.twilio.message": {"database": "postgres", "schema": "twilio_integration_tests_1", "name": "message", "resource_type": "source", "package_name": "twilio_source", "path": "models/src_twilio.yml", "original_file_path": "models/src_twilio.yml", "unique_id": "source.twilio_source.twilio.message", "fqn": ["twilio_source", "twilio", "message"], "source_name": "twilio", "source_description": "", "loader": "Fivetran", "identifier": "twilio_message_data", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "freshness": {"warn_after": {"count": 72, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "Each record represents an individual outbound or inbound message.", "columns": {"_fivetran_synced": {"name": "_fivetran_synced", "description": "Timestamp of when fivetran synced a record.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_id": {"name": "account_id", "description": "The unique identifier of the Account that sent or received the message.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "body": {"name": "body", "description": "The text of the message.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "created_at": {"name": "created_at", "description": "The timestamp indicating when the message was created.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_sent": {"name": "date_sent", "description": "The timestamp indicating when the message was sent.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "direction": {"name": "direction", "description": "The direction of the message.  Can be inbound for incoming messages, outbound-api for messages initiated by a REST API, outbound-call for messages initiated during a call, or outbound-reply for messages initiated in response to an incoming message.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "error_code": {"name": "error_code", "description": "The error code associated with the message, if applicable.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "error_message": {"name": "error_message", "description": "The description of the error_code if your message status is failed or undelivered. If the message was successful, this value is null.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "from": {"name": "from", "description": "The phone number or sender ID that sent the message.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "id": {"name": "id", "description": "The unique identifier for the message.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "messaging_service_sid": {"name": "messaging_service_sid", "description": "The unique identifier of the messaging service associated with the message.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "num_media": {"name": "num_media", "description": "The number of media (e.g., images, videos) included in the message.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "num_segments": {"name": "num_segments", "description": "The number of segments the message contains. A message body that is too large to be sent in a single SMS message is segmented and charged as multiple messages. Inbound messages over 160 characters are reassembled when the message is received. Note, when using a Messaging Service to send messages, num_segments will always be 0 in Twilio's response to your API request.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "price": {"name": "price", "description": "The cost of the message.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "price_unit": {"name": "price_unit", "description": "The currency unit for the message cost.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "status": {"name": "status", "description": "The status of the message. Can be accepted, scheduled, canceled, queued, sending, sent, failed, delivered, undelivered, receiving, received, or read (WhatsApp only).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "to": {"name": "to", "description": "The phone number or recipient ID that received the message.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "updated_at": {"name": "updated_at", "description": "The timestamp indicating when the message was last updated.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {}, "relation_name": "\"postgres\".\"twilio_integration_tests_1\".\"twilio_message_data\"", "created_at": 1732226747.390857}, "source.twilio_source.twilio.messaging_service": {"database": "postgres", "schema": "twilio_integration_tests_1", "name": "messaging_service", "resource_type": "source", "package_name": "twilio_source", "path": "models/src_twilio.yml", "original_file_path": "models/src_twilio.yml", "unique_id": "source.twilio_source.twilio.messaging_service", "fqn": ["twilio_source", "twilio", "messaging_service"], "source_name": "twilio", "source_description": "", "loader": "Fivetran", "identifier": "twilio_messaging_service_data", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "freshness": {"warn_after": {"count": null, "period": null}, "error_after": {"count": null, "period": null}, "filter": null}, "external": null, "description": "Each record represents information about each messaging service. You can think of messaging services as a higher-level \u201cbundling\u201d of messaging functionality around a common set of senders, features, and configuration", "columns": {"_fivetran_synced": {"name": "_fivetran_synced", "description": "Timestamp of when fivetran synced a record.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_id": {"name": "account_id", "description": "The unique identifier of the account that owns the messaging service.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "area_code_geomatch": {"name": "area_code_geomatch", "description": "Boolean of whether phone numbers used by this messaging service are required to be geo-matched to the message sender's area code.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "created_at": {"name": "created_at", "description": "The date and time when the messaging service was created.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "fallback_method": {"name": "fallback_method", "description": "The HTTP method Twilio will use to send requests to the fallback URL when an error occurs in the messaging service.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "fallback_to_long_code": {"name": "fallback_to_long_code", "description": "Specifies whether to fallback to long code phone numbers when short code phone numbers are not available or cannot be used.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "fallback_url": {"name": "fallback_url", "description": "The URL that Twilio will request  if an error occurs while retrieving or executing the TwiML from the Inbound Request URL.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "friendly_name": {"name": "friendly_name", "description": "A human-readable descriptive name for the messaging service.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "id": {"name": "id", "description": "The unique identifier of the messaging service.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "inbound_method": {"name": "inbound_method", "description": "The HTTP method Twilio will use to send requests to the inbound request URL of the messaging service.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "inbound_request_url": {"name": "inbound_request_url", "description": "The URL we call using inbound_method when a message is received by any phone number or short code in the Service. When this property is null, receiving inbound messages is disabled. All messages sent to the Twilio phone number or short code will not be logged and received on the Account. If the use_inbound_webhook_on_number field is enabled then the webhook url defined on the phone number will override the inbound_request_url defined for the Messaging Service.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "mms_converter": {"name": "mms_converter", "description": "Specifies the method to convert outbound MMS content.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "scan_message_content": {"name": "scan_message_content", "description": "Specifies whether to scan the content of outbound messages sent using the messaging service for harmful or unwanted content.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "smart_encoding": {"name": "smart_encoding", "description": "Specifies whether Twilio should attempt to optimize the message encoding for the messaging service.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "status_callback": {"name": "status_callback", "description": "The URL that Twilio will request to pass status updates of sent messages to the messaging service.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "sticky_sender": {"name": "sticky_sender", "description": "Specifies whether to assign a single sender phone number for all outbound messages sent from the messaging service.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "synchronous_validation": {"name": "synchronous_validation", "description": "Specifies whether to enable or disable synchronous validation of requests to the messaging service.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "updated_at": {"name": "updated_at", "description": "The date and time when the messaging service was last updated.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "us_app_to_person_registered": {"name": "us_app_to_person_registered", "description": "Specifies whether to enable or disable routing inbound messages to the messaging service using US App-to-Person (A2P) routing.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "use_inbound_webhook_on_number": {"name": "use_inbound_webhook_on_number", "description": "Specifies whether to use inbound webhooks for handling incoming messages to the messaging service.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "usecase": {"name": "usecase", "description": "Specifies the intended use case of the messaging service.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "validity_period": {"name": "validity_period", "description": "How long, in seconds, messages sent from the Service are valid. Can be an integer from 1 to 14,400.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {"enabled": true}, "relation_name": "\"postgres\".\"twilio_integration_tests_1\".\"twilio_messaging_service_data\"", "created_at": 1732226747.39092}, "source.twilio_source.twilio.outgoing_caller_id": {"database": "postgres", "schema": "twilio_integration_tests_1", "name": "outgoing_caller_id", "resource_type": "source", "package_name": "twilio_source", "path": "models/src_twilio.yml", "original_file_path": "models/src_twilio.yml", "unique_id": "source.twilio_source.twilio.outgoing_caller_id", "fqn": ["twilio_source", "twilio", "outgoing_caller_id"], "source_name": "twilio", "source_description": "", "loader": "Fivetran", "identifier": "twilio_outgoing_caller_id_data", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "freshness": {"warn_after": {"count": null, "period": null}, "error_after": {"count": null, "period": null}, "filter": null}, "external": null, "description": "Each record represents information on a single verified number that may be used as a caller ID when making outgoing calls via the REST API and within the TwiML <Dial verb.", "columns": {"_fivetran_synced": {"name": "_fivetran_synced", "description": "Timestamp of when fivetran synced a record.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "created_at": {"name": "created_at", "description": "The date that this resource was created, given in RFC 2822 format.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "friendly_name": {"name": "friendly_name", "description": "A human readable descriptive text for this resource, up to 64 characters long. By default, the FriendlyName is a nicely formatted version of the phone number.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "id": {"name": "id", "description": "The unique string that identifies this resource.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "phone_number": {"name": "phone_number", "description": "The incoming phone number. Formatted with a '+' and country code e.g., +16175551212 (E.164 format).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "updated_at": {"name": "updated_at", "description": "The date that this resource was last updated, given in RFC 2822 format.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {}, "relation_name": "\"postgres\".\"twilio_integration_tests_1\".\"twilio_outgoing_caller_id_data\"", "created_at": 1732226747.390976}, "source.twilio_source.twilio.usage_record": {"database": "postgres", "schema": "twilio_integration_tests_1", "name": "usage_record", "resource_type": "source", "package_name": "twilio_source", "path": "models/src_twilio.yml", "original_file_path": "models/src_twilio.yml", "unique_id": "source.twilio_source.twilio.usage_record", "fqn": ["twilio_source", "twilio", "usage_record"], "source_name": "twilio", "source_description": "", "loader": "Fivetran", "identifier": "twilio_usage_record_data", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "freshness": {"warn_after": {"count": 72, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "Each record provides details about resource consumption in Twilio.", "columns": {"_fivetran_synced": {"name": "_fivetran_synced", "description": "Timestamp of when fivetran synced a record.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_id": {"name": "account_id", "description": "The unique identifier of the account associated with the usage record.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "as_of": {"name": "as_of", "description": "Usage records up to date as of this timestamp, formatted as YYYY-MM-DDTHH:MM:SS+00:00. All timestamps are in GMT", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "category": {"name": "category", "description": "The category of usage.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "count": {"name": "count", "description": "The number of usage events, such as the number of calls.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "count_unit": {"name": "count_unit", "description": "The units in which count is measured, such as calls for calls or messages for SMS.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "description": {"name": "description", "description": "A brief description or summary of the usage record.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "end_date": {"name": "end_date", "description": "The end date of the usage period for the record.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "price": {"name": "price", "description": "The cost or price associated with the resource usage.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "price_unit": {"name": "price_unit", "description": "The currency unit for the price.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "start_date": {"name": "start_date", "description": "The first date for which usage is included in this UsageRecord. The date is specified in GMT and formatted as YYYY-MM-DD.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "usage": {"name": "usage", "description": "The amount used to bill usage and measured in units described in usage_unit.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "usage_unit": {"name": "usage_unit", "description": "The units in which usage is measured, such as minutes for calls or messages for SMS.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {"enabled": true}, "relation_name": "\"postgres\".\"twilio_integration_tests_1\".\"twilio_usage_record_data\"", "created_at": 1732226747.3911848}}, "macros": {"macro.dbt_postgres.postgres__current_timestamp": {"name": "postgres__current_timestamp", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/timestamps.sql", "original_file_path": "macros/timestamps.sql", "unique_id": "macro.dbt_postgres.postgres__current_timestamp", "macro_sql": "{% macro postgres__current_timestamp() -%}\n    now()\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1732226746.681938, "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": 1732226746.682107, "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": 1732226746.682179, "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": 1732226746.68225, "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": 1732226746.682314, "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": 1732226746.68326, "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": 1732226746.683468, "supported_languages": null}, "macro.dbt_postgres.postgres__get_relations": {"name": "postgres__get_relations", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations.sql", "original_file_path": "macros/relations.sql", "unique_id": "macro.dbt_postgres.postgres__get_relations", "macro_sql": "{% macro postgres__get_relations() -%}\n\n  {#\n      -- in pg_depend, objid is the dependent, refobjid is the referenced object\n      --  > a pg_depend entry indicates that the referenced object cannot be\n      --  > dropped without also dropping the dependent object.\n  #}\n\n  {%- call statement('relations', fetch_result=True) -%}\n    with relation as (\n        select\n            pg_rewrite.ev_class as class,\n            pg_rewrite.oid as id\n        from pg_rewrite\n    ),\n    class as (\n        select\n            oid as id,\n            relname as name,\n            relnamespace as schema,\n            relkind as kind\n        from pg_class\n    ),\n    dependency as (\n        select distinct\n            pg_depend.objid as id,\n            pg_depend.refobjid as ref\n        from pg_depend\n    ),\n    schema as (\n        select\n            pg_namespace.oid as id,\n            pg_namespace.nspname as name\n        from pg_namespace\n        where nspname != 'information_schema' and nspname not like 'pg\\_%'\n    ),\n    referenced as (\n        select\n            relation.id AS id,\n            referenced_class.name ,\n            referenced_class.schema ,\n            referenced_class.kind\n        from relation\n        join class as referenced_class on relation.class=referenced_class.id\n        where referenced_class.kind in ('r', 'v', 'm')\n    ),\n    relationships as (\n        select\n            referenced.name as referenced_name,\n            referenced.schema as referenced_schema_id,\n            dependent_class.name as dependent_name,\n            dependent_class.schema as dependent_schema_id,\n            referenced.kind as kind\n        from referenced\n        join dependency on referenced.id=dependency.id\n        join class as dependent_class on dependency.ref=dependent_class.id\n        where\n            (referenced.name != dependent_class.name or\n             referenced.schema != dependent_class.schema)\n    )\n\n    select\n        referenced_schema.name as referenced_schema,\n        relationships.referenced_name as referenced_name,\n        dependent_schema.name as dependent_schema,\n        relationships.dependent_name as dependent_name\n    from relationships\n    join schema as dependent_schema on relationships.dependent_schema_id=dependent_schema.id\n    join schema as referenced_schema on relationships.referenced_schema_id=referenced_schema.id\n    group by referenced_schema, referenced_name, dependent_schema, dependent_name\n    order by referenced_schema, referenced_name, dependent_schema, dependent_name;\n\n  {%- endcall -%}\n\n  {{ return(load_result('relations').table) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1732226746.683883, "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": 1732226746.683962, "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": 1732226746.689504, "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": 1732226746.689787, "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": 1732226746.689971, "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": 1732226746.690154, "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": 1732226746.690424, "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": 1732226746.6906729, "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": 1732226746.6907752, "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": 1732226746.690969, "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": 1732226746.6911879, "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": 1732226746.6917472, "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": 1732226746.691862, "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": 1732226746.69204, "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": 1732226746.692199, "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": 1732226746.692445, "supported_languages": null}, "macro.dbt_postgres.postgres__alter_relation_comment": {"name": "postgres__alter_relation_comment", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__alter_relation_comment", "macro_sql": "{% macro postgres__alter_relation_comment(relation, comment) %}\n  {% set escaped_comment = postgres_escape_comment(comment) %}\n  comment on {{ relation.type }} {{ relation }} is {{ escaped_comment }};\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres_escape_comment"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1732226746.6925771, "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": 1732226746.692917, "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": 1732226746.693038, "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": 1732226746.693108, "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": 1732226746.693217, "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": 1732226746.693299, "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": 1732226746.693527, "supported_languages": null}, "macro.dbt_postgres.postgres__snapshot_merge_sql": {"name": "postgres__snapshot_merge_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/materializations/snapshot_merge.sql", "original_file_path": "macros/materializations/snapshot_merge.sql", "unique_id": "macro.dbt_postgres.postgres__snapshot_merge_sql", "macro_sql": "{% macro postgres__snapshot_merge_sql(target, source, insert_cols) -%}\n    {%- set insert_cols_csv = insert_cols | join(', ') -%}\n\n    update {{ target }}\n    set dbt_valid_to = DBT_INTERNAL_SOURCE.dbt_valid_to\n    from {{ source }} as DBT_INTERNAL_SOURCE\n    where DBT_INTERNAL_SOURCE.dbt_scd_id::text = {{ target }}.dbt_scd_id::text\n      and DBT_INTERNAL_SOURCE.dbt_change_type::text in ('update'::text, 'delete'::text)\n      and {{ target }}.dbt_valid_to is null;\n\n    insert into {{ target }} ({{ insert_cols_csv }})\n    select {% for column in insert_cols -%}\n        DBT_INTERNAL_SOURCE.{{ column }} {%- if not loop.last %}, {%- endif %}\n    {%- endfor %}\n    from {{ source }} as DBT_INTERNAL_SOURCE\n    where DBT_INTERNAL_SOURCE.dbt_change_type::text = 'insert'::text;\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1732226746.6939452, "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": 1732226746.694031, "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": 1732226746.6942022, "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": 1732226746.6942878, "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": 1732226746.694384, "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": 1732226746.6948931, "supported_languages": null}, "macro.dbt_postgres.postgres__update_indexes_on_materialized_view": {"name": "postgres__update_indexes_on_materialized_view", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations/materialized_view/alter.sql", "original_file_path": "macros/relations/materialized_view/alter.sql", "unique_id": "macro.dbt_postgres.postgres__update_indexes_on_materialized_view", "macro_sql": "\n\n\n{%- macro postgres__update_indexes_on_materialized_view(relation, index_changes) -%}\n    {{- log(\"Applying UPDATE INDEXES to: \" ~ relation) -}}\n\n    {%- for _index_change in index_changes -%}\n        {%- set _index = _index_change.context -%}\n\n        {%- if _index_change.action == \"drop\" -%}\n\n            {{ postgres__get_drop_index_sql(relation, _index.name) }};\n\n        {%- elif _index_change.action == \"create\" -%}\n\n            {{ postgres__get_create_index_sql(relation, _index.as_node_config) }}\n\n        {%- endif -%}\n\n    {%- endfor -%}\n\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_drop_index_sql", "macro.dbt_postgres.postgres__get_create_index_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1732226746.695164, "supported_languages": null}, "macro.dbt_postgres.postgres__get_materialized_view_configuration_changes": {"name": "postgres__get_materialized_view_configuration_changes", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations/materialized_view/alter.sql", "original_file_path": "macros/relations/materialized_view/alter.sql", "unique_id": "macro.dbt_postgres.postgres__get_materialized_view_configuration_changes", "macro_sql": "{% macro postgres__get_materialized_view_configuration_changes(existing_relation, new_config) %}\n    {% set _existing_materialized_view = postgres__describe_materialized_view(existing_relation) %}\n    {% set _configuration_changes = existing_relation.get_materialized_view_config_change_collection(_existing_materialized_view, new_config) %}\n    {% do return(_configuration_changes) %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__describe_materialized_view"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1732226746.695334, "supported_languages": null}, "macro.dbt_postgres.postgres__get_create_materialized_view_as_sql": {"name": "postgres__get_create_materialized_view_as_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations/materialized_view/create.sql", "original_file_path": "macros/relations/materialized_view/create.sql", "unique_id": "macro.dbt_postgres.postgres__get_create_materialized_view_as_sql", "macro_sql": "{% macro postgres__get_create_materialized_view_as_sql(relation, sql) %}\n    create materialized view if not exists {{ relation }} as {{ sql }};\n\n    {% for _index_dict in config.get('indexes', []) -%}\n        {{- get_create_index_sql(relation, _index_dict) -}}\n    {%- endfor -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_create_index_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1732226746.6955452, "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": 1732226746.695627, "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": 1732226746.696029, "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": 1732226746.6961432, "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": 1732226746.696223, "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": 1732226746.6965399, "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": 1732226746.696643, "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": 1732226746.696764, "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": 1732226746.697153, "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": 1732226746.699091, "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": 1732226746.6991842, "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": 1732226746.699466, "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": 1732226746.6997042, "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": 1732226746.700353, "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": 1732226746.700469, "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": 1732226746.700552, "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": 1732226746.7006311, "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": 1732226746.700711, "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": 1732226746.700937, "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": 1732226746.701115, "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": 1732226746.701291, "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": 1732226746.701549, "supported_languages": null}, "macro.dbt.default__snapshot_merge_sql": {"name": "default__snapshot_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/snapshot_merge.sql", "original_file_path": "macros/materializations/snapshots/snapshot_merge.sql", "unique_id": "macro.dbt.default__snapshot_merge_sql", "macro_sql": "{% macro default__snapshot_merge_sql(target, source, insert_cols) -%}\n    {%- set insert_cols_csv = insert_cols | join(', ') -%}\n\n    merge into {{ target }} as DBT_INTERNAL_DEST\n    using {{ source }} as DBT_INTERNAL_SOURCE\n    on DBT_INTERNAL_SOURCE.dbt_scd_id = DBT_INTERNAL_DEST.dbt_scd_id\n\n    when matched\n     and DBT_INTERNAL_DEST.dbt_valid_to is null\n     and DBT_INTERNAL_SOURCE.dbt_change_type in ('update', 'delete')\n        then update\n        set dbt_valid_to = DBT_INTERNAL_SOURCE.dbt_valid_to\n\n    when not matched\n     and DBT_INTERNAL_SOURCE.dbt_change_type = 'insert'\n        then insert ({{ insert_cols_csv }})\n        values ({{ insert_cols_csv }})\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1732226746.70171, "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": 1732226746.703819, "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": 1732226746.703924, "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": 1732226746.704052, "supported_languages": null}, "macro.dbt.snapshot_timestamp_strategy": {"name": "snapshot_timestamp_strategy", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.snapshot_timestamp_strategy", "macro_sql": "{% macro snapshot_timestamp_strategy(node, snapshotted_rel, current_rel, config, target_exists) %}\n    {% set primary_key = config['unique_key'] %}\n    {% set updated_at = config['updated_at'] %}\n    {% set invalidate_hard_deletes = config.get('invalidate_hard_deletes', false) %}\n\n    {#/*\n        The snapshot relation might not have an {{ updated_at }} value if the\n        snapshot strategy is changed from `check` to `timestamp`. We\n        should use a dbt-created column for the comparison in the snapshot\n        table instead of assuming that the user-supplied {{ updated_at }}\n        will be present in the historical data.\n\n        See https://github.com/dbt-labs/dbt-core/issues/2350\n    */ #}\n    {% set row_changed_expr -%}\n        ({{ snapshotted_rel }}.dbt_valid_from < {{ current_rel }}.{{ updated_at }})\n    {%- endset %}\n\n    {% set scd_id_expr = snapshot_hash_arguments([primary_key, updated_at]) %}\n\n    {% do return({\n        \"unique_key\": primary_key,\n        \"updated_at\": updated_at,\n        \"row_changed\": row_changed_expr,\n        \"scd_id\": scd_id_expr,\n        \"invalidate_hard_deletes\": invalidate_hard_deletes\n    }) %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.snapshot_hash_arguments"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1732226746.704468, "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": 1732226746.704565, "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": 1732226746.7046661, "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": 1732226746.705463, "supported_languages": null}, "macro.dbt.snapshot_check_strategy": {"name": "snapshot_check_strategy", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.snapshot_check_strategy", "macro_sql": "{% macro snapshot_check_strategy(node, snapshotted_rel, current_rel, config, target_exists) %}\n    {% set check_cols_config = config['check_cols'] %}\n    {% set primary_key = config['unique_key'] %}\n    {% set invalidate_hard_deletes = config.get('invalidate_hard_deletes', false) %}\n    {% set updated_at = config.get('updated_at', snapshot_get_time()) %}\n\n    {% set column_added = false %}\n\n    {% set column_added, check_cols = snapshot_check_all_get_existing_columns(node, target_exists, check_cols_config) %}\n\n    {%- set row_changed_expr -%}\n    (\n    {%- if column_added -%}\n        {{ get_true_sql() }}\n    {%- else -%}\n    {%- for col in check_cols -%}\n        {{ snapshotted_rel }}.{{ col }} != {{ current_rel }}.{{ col }}\n        or\n        (\n            (({{ snapshotted_rel }}.{{ col }} is null) and not ({{ current_rel }}.{{ col }} is null))\n            or\n            ((not {{ snapshotted_rel }}.{{ col }} is null) and ({{ current_rel }}.{{ col }} is null))\n        )\n        {%- if not loop.last %} or {% endif -%}\n    {%- endfor -%}\n    {%- endif -%}\n    )\n    {%- endset %}\n\n    {% set scd_id_expr = snapshot_hash_arguments([primary_key, updated_at]) %}\n\n    {% do return({\n        \"unique_key\": primary_key,\n        \"updated_at\": updated_at,\n        \"row_changed\": row_changed_expr,\n        \"scd_id\": scd_id_expr,\n        \"invalidate_hard_deletes\": invalidate_hard_deletes\n    }) %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.snapshot_get_time", "macro.dbt.snapshot_check_all_get_existing_columns", "macro.dbt.get_true_sql", "macro.dbt.snapshot_hash_arguments"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1732226746.706259, "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": 1732226746.708671, "supported_languages": null}, "macro.dbt.default__create_columns": {"name": "default__create_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.default__create_columns", "macro_sql": "{% macro default__create_columns(relation, columns) %}\n  {% for column in columns %}\n    {% call statement() %}\n      alter table {{ relation }} add column \"{{ column.name }}\" {{ column.data_type }};\n    {% endcall %}\n  {% endfor %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1732226746.7088552, "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": 1732226746.7089531, "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": 1732226746.709005, "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": 1732226746.7090912, "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": 1732226746.709158, "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": 1732226746.709273, "supported_languages": null}, "macro.dbt.default__snapshot_staging_table": {"name": "default__snapshot_staging_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.default__snapshot_staging_table", "macro_sql": "{% macro default__snapshot_staging_table(strategy, source_sql, target_relation) -%}\n\n    with snapshot_query as (\n\n        {{ source_sql }}\n\n    ),\n\n    snapshotted_data as (\n\n        select *,\n            {{ strategy.unique_key }} as dbt_unique_key\n\n        from {{ target_relation }}\n        where dbt_valid_to is null\n\n    ),\n\n    insertions_source_data as (\n\n        select\n            *,\n            {{ strategy.unique_key }} as dbt_unique_key,\n            {{ strategy.updated_at }} as dbt_updated_at,\n            {{ strategy.updated_at }} as dbt_valid_from,\n            nullif({{ strategy.updated_at }}, {{ strategy.updated_at }}) as dbt_valid_to,\n            {{ strategy.scd_id }} as dbt_scd_id\n\n        from snapshot_query\n    ),\n\n    updates_source_data as (\n\n        select\n            *,\n            {{ strategy.unique_key }} as dbt_unique_key,\n            {{ strategy.updated_at }} as dbt_updated_at,\n            {{ strategy.updated_at }} as dbt_valid_from,\n            {{ strategy.updated_at }} as dbt_valid_to\n\n        from snapshot_query\n    ),\n\n    {%- if strategy.invalidate_hard_deletes %}\n\n    deletes_source_data as (\n\n        select\n            *,\n            {{ strategy.unique_key }} as dbt_unique_key\n        from snapshot_query\n    ),\n    {% endif %}\n\n    insertions as (\n\n        select\n            'insert' as dbt_change_type,\n            source_data.*\n\n        from insertions_source_data as source_data\n        left outer join snapshotted_data on snapshotted_data.dbt_unique_key = source_data.dbt_unique_key\n        where snapshotted_data.dbt_unique_key is null\n           or (\n                snapshotted_data.dbt_unique_key is not null\n            and (\n                {{ strategy.row_changed }}\n            )\n        )\n\n    ),\n\n    updates as (\n\n        select\n            'update' as dbt_change_type,\n            source_data.*,\n            snapshotted_data.dbt_scd_id\n\n        from updates_source_data as source_data\n        join snapshotted_data on snapshotted_data.dbt_unique_key = source_data.dbt_unique_key\n        where (\n            {{ strategy.row_changed }}\n        )\n    )\n\n    {%- if strategy.invalidate_hard_deletes -%}\n    ,\n\n    deletes as (\n\n        select\n            'delete' as dbt_change_type,\n            source_data.*,\n            {{ snapshot_get_time() }} as dbt_valid_from,\n            {{ snapshot_get_time() }} as dbt_updated_at,\n            {{ snapshot_get_time() }} as dbt_valid_to,\n            snapshotted_data.dbt_scd_id\n\n        from snapshotted_data\n        left join deletes_source_data as source_data on snapshotted_data.dbt_unique_key = source_data.dbt_unique_key\n        where source_data.dbt_unique_key is null\n    )\n    {%- endif %}\n\n    select * from insertions\n    union all\n    select * from updates\n    {%- if strategy.invalidate_hard_deletes %}\n    union all\n    select * from deletes\n    {%- endif %}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.snapshot_get_time"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1732226746.709785, "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": 1732226746.709895, "supported_languages": null}, "macro.dbt.default__build_snapshot_table": {"name": "default__build_snapshot_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.default__build_snapshot_table", "macro_sql": "{% macro default__build_snapshot_table(strategy, sql) %}\n\n    select *,\n        {{ strategy.scd_id }} as dbt_scd_id,\n        {{ strategy.updated_at }} as dbt_updated_at,\n        {{ strategy.updated_at }} as dbt_valid_from,\n        nullif({{ strategy.updated_at }}, {{ strategy.updated_at }}) as dbt_valid_to\n    from (\n        {{ sql }}\n    ) sbq\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1732226746.71004, "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": 1732226746.710274, "supported_languages": null}, "macro.dbt.materialization_snapshot_default": {"name": "materialization_snapshot_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/snapshot.sql", "original_file_path": "macros/materializations/snapshots/snapshot.sql", "unique_id": "macro.dbt.materialization_snapshot_default", "macro_sql": "{% materialization snapshot, default %}\n  {%- set config = model['config'] -%}\n\n  {%- set target_table = model.get('alias', model.get('name')) -%}\n\n  {%- set strategy_name = config.get('strategy') -%}\n  {%- set unique_key = config.get('unique_key') %}\n  -- grab current tables grants config for comparision later on\n  {%- set grant_config = config.get('grants') -%}\n\n  {% set target_relation_exists, target_relation = get_or_create_relation(\n          database=model.database,\n          schema=model.schema,\n          identifier=target_table,\n          type='table') -%}\n\n  {%- if not target_relation.is_table -%}\n    {% do exceptions.relation_wrong_type(target_relation, 'table') %}\n  {%- endif -%}\n\n\n  {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n  {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n  {% set strategy_macro = strategy_dispatch(strategy_name) %}\n  {% set strategy = strategy_macro(model, \"snapshotted_data\", \"source_data\", config, target_relation_exists) %}\n\n  {% if not target_relation_exists %}\n\n      {% set build_sql = build_snapshot_table(strategy, model['compiled_code']) %}\n      {% set final_sql = create_table_as(False, target_relation, build_sql) %}\n\n  {% else %}\n\n      {{ adapter.valid_snapshot_target(target_relation) }}\n\n      {% set staging_table = build_snapshot_staging_table(strategy, sql, target_relation) %}\n\n      -- this may no-op if the database does not require column expansion\n      {% do adapter.expand_target_column_types(from_relation=staging_table,\n                                               to_relation=target_relation) %}\n\n      {% set missing_columns = adapter.get_missing_columns(staging_table, target_relation)\n                                   | rejectattr('name', 'equalto', 'dbt_change_type')\n                                   | rejectattr('name', 'equalto', 'DBT_CHANGE_TYPE')\n                                   | rejectattr('name', 'equalto', 'dbt_unique_key')\n                                   | rejectattr('name', 'equalto', 'DBT_UNIQUE_KEY')\n                                   | list %}\n\n      {% do create_columns(target_relation, missing_columns) %}\n\n      {% set source_columns = adapter.get_columns_in_relation(staging_table)\n                                   | rejectattr('name', 'equalto', 'dbt_change_type')\n                                   | rejectattr('name', 'equalto', 'DBT_CHANGE_TYPE')\n                                   | rejectattr('name', 'equalto', 'dbt_unique_key')\n                                   | rejectattr('name', 'equalto', 'DBT_UNIQUE_KEY')\n                                   | list %}\n\n      {% set quoted_source_columns = [] %}\n      {% for column in source_columns %}\n        {% do quoted_source_columns.append(adapter.quote(column.name)) %}\n      {% endfor %}\n\n      {% set final_sql = snapshot_merge_sql(\n            target = target_relation,\n            source = staging_table,\n            insert_cols = quoted_source_columns\n         )\n      %}\n\n  {% endif %}\n\n  {% call statement('main') %}\n      {{ final_sql }}\n  {% endcall %}\n\n  {% set should_revoke = should_revoke(target_relation_exists, full_refresh_mode=False) %}\n  {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n  {% do persist_docs(target_relation, model) %}\n\n  {% if not target_relation_exists %}\n    {% do create_indexes(target_relation) %}\n  {% endif %}\n\n  {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n  {{ adapter.commit() }}\n\n  {% if staging_table is defined %}\n      {% do post_snapshot(staging_table) %}\n  {% endif %}\n\n  {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n  {{ return({'relations': [target_relation]}) }}\n\n{% endmaterialization %}", "depends_on": {"macros": ["macro.dbt.get_or_create_relation", "macro.dbt.run_hooks", "macro.dbt.strategy_dispatch", "macro.dbt.build_snapshot_table", "macro.dbt.create_table_as", "macro.dbt.build_snapshot_staging_table", "macro.dbt.create_columns", "macro.dbt.snapshot_merge_sql", "macro.dbt.statement", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs", "macro.dbt.create_indexes", "macro.dbt.post_snapshot"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1732226746.713758, "supported_languages": ["sql"]}, "macro.dbt.materialization_test_default": {"name": "materialization_test_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/tests/test.sql", "original_file_path": "macros/materializations/tests/test.sql", "unique_id": "macro.dbt.materialization_test_default", "macro_sql": "{%- materialization test, default -%}\n\n  {% set relations = [] %}\n\n  {% if should_store_failures() %}\n\n    {% set identifier = model['alias'] %}\n    {% set old_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) %}\n\n    {% set store_failures_as = config.get('store_failures_as') %}\n    -- if `--store-failures` is invoked via command line and `store_failures_as` is not set,\n    -- config.get('store_failures_as', 'table') returns None, not 'table'\n    {% if store_failures_as == none %}{% set store_failures_as = 'table' %}{% endif %}\n    {% if store_failures_as not in ['table', 'view'] %}\n        {{ exceptions.raise_compiler_error(\n            \"'\" ~ store_failures_as ~ \"' is not a valid value for `store_failures_as`. \"\n            \"Accepted values are: ['ephemeral', 'table', 'view']\"\n        ) }}\n    {% endif %}\n\n    {% set target_relation = api.Relation.create(\n        identifier=identifier, schema=schema, database=database, type=store_failures_as) -%} %}\n\n    {% if old_relation %}\n        {% do adapter.drop_relation(old_relation) %}\n    {% endif %}\n\n    {% call statement(auto_begin=True) %}\n        {{ get_create_sql(target_relation, sql) }}\n    {% endcall %}\n\n    {% do relations.append(target_relation) %}\n\n    {% set main_sql %}\n        select *\n        from {{ target_relation }}\n    {% endset %}\n\n    {{ adapter.commit() }}\n\n  {% else %}\n\n      {% set main_sql = sql %}\n\n  {% endif %}\n\n  {% set limit = config.get('limit') %}\n  {% set fail_calc = config.get('fail_calc') %}\n  {% set warn_if = config.get('warn_if') %}\n  {% set error_if = config.get('error_if') %}\n\n  {% call statement('main', fetch_result=True) -%}\n\n    {{ get_test_sql(main_sql, fail_calc, warn_if, error_if, limit)}}\n\n  {%- endcall %}\n\n  {{ return({'relations': relations}) }}\n\n{%- endmaterialization -%}", "depends_on": {"macros": ["macro.dbt.should_store_failures", "macro.dbt.statement", "macro.dbt.get_create_sql", "macro.dbt.get_test_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1732226746.715337, "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": 1732226746.7156081, "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": 1732226746.715782, "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": 1732226746.716, "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": 1732226746.716212, "supported_languages": null}, "macro.dbt.materialization_materialized_view_default": {"name": "materialization_materialized_view_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/materialized_view.sql", "original_file_path": "macros/materializations/models/materialized_view.sql", "unique_id": "macro.dbt.materialization_materialized_view_default", "macro_sql": "{% materialization materialized_view, default %}\n    {% set existing_relation = load_cached_relation(this) %}\n    {% set target_relation = this.incorporate(type=this.MaterializedView) %}\n    {% set intermediate_relation = make_intermediate_relation(target_relation) %}\n    {% set backup_relation_type = target_relation.MaterializedView if existing_relation is none else existing_relation.type %}\n    {% set backup_relation = make_backup_relation(target_relation, backup_relation_type) %}\n\n    {{ materialized_view_setup(backup_relation, intermediate_relation, pre_hooks) }}\n\n        {% set build_sql = materialized_view_get_build_sql(existing_relation, target_relation, backup_relation, intermediate_relation) %}\n\n        {% if build_sql == '' %}\n            {{ materialized_view_execute_no_op(target_relation) }}\n        {% else %}\n            {{ materialized_view_execute_build_sql(build_sql, existing_relation, target_relation, post_hooks) }}\n        {% endif %}\n\n    {{ materialized_view_teardown(backup_relation, intermediate_relation, post_hooks) }}\n\n    {{ return({'relations': [target_relation]}) }}\n\n{% endmaterialization %}", "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.make_intermediate_relation", "macro.dbt.make_backup_relation", "macro.dbt.materialized_view_setup", "macro.dbt.materialized_view_get_build_sql", "macro.dbt.materialized_view_execute_no_op", "macro.dbt.materialized_view_execute_build_sql", "macro.dbt.materialized_view_teardown"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1732226746.719112, "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": 1732226746.719326, "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": 1732226746.719468, "supported_languages": null}, "macro.dbt.materialized_view_get_build_sql": {"name": "materialized_view_get_build_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/materialized_view.sql", "original_file_path": "macros/materializations/models/materialized_view.sql", "unique_id": "macro.dbt.materialized_view_get_build_sql", "macro_sql": "{% macro materialized_view_get_build_sql(existing_relation, target_relation, backup_relation, intermediate_relation) %}\n\n    {% set full_refresh_mode = should_full_refresh() %}\n\n    -- determine the scenario we're in: create, full_refresh, alter, refresh data\n    {% if existing_relation is none %}\n        {% set build_sql = get_create_materialized_view_as_sql(target_relation, sql) %}\n    {% elif full_refresh_mode or not existing_relation.is_materialized_view %}\n        {% set build_sql = get_replace_sql(existing_relation, target_relation, sql) %}\n    {% else %}\n\n        -- get config options\n        {% set on_configuration_change = config.get('on_configuration_change') %}\n        {% set configuration_changes = get_materialized_view_configuration_changes(existing_relation, config) %}\n\n        {% if configuration_changes is none %}\n            {% set build_sql = refresh_materialized_view(target_relation) %}\n\n        {% elif on_configuration_change == 'apply' %}\n            {% set build_sql = get_alter_materialized_view_as_sql(target_relation, configuration_changes, sql, existing_relation, backup_relation, intermediate_relation) %}\n        {% elif on_configuration_change == 'continue' %}\n            {% set build_sql = '' %}\n            {{ exceptions.warn(\"Configuration changes were identified and `on_configuration_change` was set to `continue` for `\" ~ target_relation ~ \"`\") }}\n        {% elif on_configuration_change == 'fail' %}\n            {{ exceptions.raise_fail_fast_error(\"Configuration changes were identified and `on_configuration_change` was set to `fail` for `\" ~ target_relation ~ \"`\") }}\n\n        {% else %}\n            -- this only happens if the user provides a value other than `apply`, 'skip', 'fail'\n            {{ exceptions.raise_compiler_error(\"Unexpected configuration scenario\") }}\n\n        {% endif %}\n\n    {% endif %}\n\n    {% do return(build_sql) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.should_full_refresh", "macro.dbt.get_create_materialized_view_as_sql", "macro.dbt.get_replace_sql", "macro.dbt.get_materialized_view_configuration_changes", "macro.dbt.refresh_materialized_view", "macro.dbt.get_alter_materialized_view_as_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1732226746.7203012, "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": 1732226746.7204359, "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": 1732226746.7207968, "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": 1732226746.722462, "supported_languages": ["sql"]}, "macro.dbt.materialization_table_default": {"name": "materialization_table_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/table.sql", "original_file_path": "macros/materializations/models/table.sql", "unique_id": "macro.dbt.materialization_table_default", "macro_sql": "{% materialization table, default %}\n\n  {%- set existing_relation = load_cached_relation(this) -%}\n  {%- set target_relation = this.incorporate(type='table') %}\n  {%- set intermediate_relation =  make_intermediate_relation(target_relation) -%}\n  -- the intermediate_relation should not already exist in the database; get_relation\n  -- will return None in that case. Otherwise, we get a relation that we can drop\n  -- later, before we try to use this name for the current operation\n  {%- set preexisting_intermediate_relation = load_cached_relation(intermediate_relation) -%}\n  /*\n      See ../view/view.sql for more information about this relation.\n  */\n  {%- set backup_relation_type = 'table' if existing_relation is none else existing_relation.type -%}\n  {%- set backup_relation = make_backup_relation(target_relation, backup_relation_type) -%}\n  -- as above, the backup_relation should not already exist\n  {%- set preexisting_backup_relation = load_cached_relation(backup_relation) -%}\n  -- grab current tables grants config for comparision later on\n  {% set grant_config = config.get('grants') %}\n\n  -- drop the temp relations if they exist already in the database\n  {{ drop_relation_if_exists(preexisting_intermediate_relation) }}\n  {{ drop_relation_if_exists(preexisting_backup_relation) }}\n\n  {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n  -- `BEGIN` happens here:\n  {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n  -- build model\n  {% call statement('main') -%}\n    {{ get_create_table_as_sql(False, intermediate_relation, sql) }}\n  {%- endcall %}\n\n  -- cleanup\n  {% if existing_relation is not none %}\n     /* Do the equivalent of rename_if_exists. 'existing_relation' could have been dropped\n        since the variable was first set. */\n    {% set existing_relation = load_cached_relation(existing_relation) %}\n    {% if existing_relation is not none %}\n        {{ adapter.rename_relation(existing_relation, backup_relation) }}\n    {% endif %}\n  {% endif %}\n\n  {{ adapter.rename_relation(intermediate_relation, target_relation) }}\n\n  {% do create_indexes(target_relation) %}\n\n  {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n  {% set should_revoke = should_revoke(existing_relation, full_refresh_mode=True) %}\n  {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n  {% do persist_docs(target_relation, model) %}\n\n  -- `COMMIT` happens here\n  {{ adapter.commit() }}\n\n  -- finally, drop the existing/backup relation after the commit\n  {{ drop_relation_if_exists(backup_relation) }}\n\n  {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n  {{ return({'relations': [target_relation]}) }}\n{% endmaterialization %}", "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.make_intermediate_relation", "macro.dbt.make_backup_relation", "macro.dbt.drop_relation_if_exists", "macro.dbt.run_hooks", "macro.dbt.statement", "macro.dbt.get_create_table_as_sql", "macro.dbt.create_indexes", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1732226746.724146, "supported_languages": ["sql"]}, "macro.dbt.get_quoted_csv": {"name": "get_quoted_csv", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/column_helpers.sql", "original_file_path": "macros/materializations/models/incremental/column_helpers.sql", "unique_id": "macro.dbt.get_quoted_csv", "macro_sql": "{% macro get_quoted_csv(column_names) %}\n\n    {% set quoted = [] %}\n    {% for col in column_names -%}\n        {%- do quoted.append(adapter.quote(col)) -%}\n    {%- endfor %}\n\n    {%- set dest_cols_csv = quoted | join(', ') -%}\n    {{ return(dest_cols_csv) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1732226746.725132, "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": 1732226746.725445, "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": 1732226746.7258189, "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": 1732226746.725952, "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": 1732226746.726357, "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": 1732226746.730052, "supported_languages": null}, "macro.dbt.default__get_merge_sql": {"name": "default__get_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "unique_id": "macro.dbt.default__get_merge_sql", "macro_sql": "{% macro default__get_merge_sql(target, source, unique_key, dest_columns, incremental_predicates=none) -%}\n    {%- set predicates = [] if incremental_predicates is none else [] + incremental_predicates -%}\n    {%- set dest_cols_csv = get_quoted_csv(dest_columns | map(attribute=\"name\")) -%}\n    {%- set merge_update_columns = config.get('merge_update_columns') -%}\n    {%- set merge_exclude_columns = config.get('merge_exclude_columns') -%}\n    {%- set update_columns = get_merge_update_columns(merge_update_columns, merge_exclude_columns, dest_columns) -%}\n    {%- set sql_header = config.get('sql_header', none) -%}\n\n    {% if unique_key %}\n        {% if unique_key is sequence and unique_key is not mapping and unique_key is not string %}\n            {% for key in unique_key %}\n                {% set this_key_match %}\n                    DBT_INTERNAL_SOURCE.{{ key }} = DBT_INTERNAL_DEST.{{ key }}\n                {% endset %}\n                {% do predicates.append(this_key_match) %}\n            {% endfor %}\n        {% else %}\n            {% set unique_key_match %}\n                DBT_INTERNAL_SOURCE.{{ unique_key }} = DBT_INTERNAL_DEST.{{ unique_key }}\n            {% endset %}\n            {% do predicates.append(unique_key_match) %}\n        {% endif %}\n    {% else %}\n        {% do predicates.append('FALSE') %}\n    {% endif %}\n\n    {{ sql_header if sql_header is not none }}\n\n    merge into {{ target }} as DBT_INTERNAL_DEST\n        using {{ source }} as DBT_INTERNAL_SOURCE\n        on {{\"(\" ~ predicates | join(\") and (\") ~ \")\"}}\n\n    {% if unique_key %}\n    when matched then update set\n        {% for column_name in update_columns -%}\n            {{ column_name }} = DBT_INTERNAL_SOURCE.{{ column_name }}\n            {%- if not loop.last %}, {%- endif %}\n        {%- endfor %}\n    {% endif %}\n\n    when not matched then insert\n        ({{ dest_cols_csv }})\n    values\n        ({{ dest_cols_csv }})\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_quoted_csv", "macro.dbt.get_merge_update_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1732226746.7309408, "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": 1732226746.7310898, "supported_languages": null}, "macro.dbt.default__get_delete_insert_merge_sql": {"name": "default__get_delete_insert_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "unique_id": "macro.dbt.default__get_delete_insert_merge_sql", "macro_sql": "{% macro default__get_delete_insert_merge_sql(target, source, unique_key, dest_columns, incremental_predicates) -%}\n\n    {%- set dest_cols_csv = get_quoted_csv(dest_columns | map(attribute=\"name\")) -%}\n\n    {% if unique_key %}\n        {% if unique_key is sequence and unique_key is not string %}\n            delete from {{target }}\n            using {{ source }}\n            where (\n                {% for key in unique_key %}\n                    {{ source }}.{{ key }} = {{ target }}.{{ key }}\n                    {{ \"and \" if not loop.last}}\n                {% endfor %}\n                {% if incremental_predicates %}\n                    {% for predicate in incremental_predicates %}\n                        and {{ predicate }}\n                    {% endfor %}\n                {% endif %}\n            );\n        {% else %}\n            delete from {{ target }}\n            where (\n                {{ unique_key }}) in (\n                select ({{ unique_key }})\n                from {{ source }}\n            )\n            {%- if incremental_predicates %}\n                {% for predicate in incremental_predicates %}\n                    and {{ predicate }}\n                {% endfor %}\n            {%- endif -%};\n\n        {% endif %}\n    {% endif %}\n\n    insert into {{ target }} ({{ dest_cols_csv }})\n    (\n        select {{ dest_cols_csv }}\n        from {{ source }}\n    )\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.get_quoted_csv"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1732226746.731646, "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": 1732226746.731804, "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": 1732226746.732171, "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": 1732226746.7325308, "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": 1732226746.733056, "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": 1732226746.733186, "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": 1732226746.733292, "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": 1732226746.7334661, "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": 1732226746.733569, "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": 1732226746.733732, "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": 1732226746.733839, "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": 1732226746.733983, "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": 1732226746.734087, "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": 1732226746.734174, "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": 1732226746.734408, "supported_languages": null}, "macro.dbt.materialization_incremental_default": {"name": "materialization_incremental_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/incremental.sql", "original_file_path": "macros/materializations/models/incremental/incremental.sql", "unique_id": "macro.dbt.materialization_incremental_default", "macro_sql": "{% materialization incremental, default -%}\n\n  -- relations\n  {%- set existing_relation = load_cached_relation(this) -%}\n  {%- set target_relation = this.incorporate(type='table') -%}\n  {%- set temp_relation = make_temp_relation(target_relation)-%}\n  {%- set intermediate_relation = make_intermediate_relation(target_relation)-%}\n  {%- set backup_relation_type = 'table' if existing_relation is none else existing_relation.type -%}\n  {%- set backup_relation = make_backup_relation(target_relation, backup_relation_type) -%}\n\n  -- configs\n  {%- set unique_key = config.get('unique_key') -%}\n  {%- set full_refresh_mode = (should_full_refresh()  or existing_relation.is_view) -%}\n  {%- set on_schema_change = incremental_validate_on_schema_change(config.get('on_schema_change'), default='ignore') -%}\n\n  -- the temp_ and backup_ relations should not already exist in the database; get_relation\n  -- will return None in that case. Otherwise, we get a relation that we can drop\n  -- later, before we try to use this name for the current operation. This has to happen before\n  -- BEGIN, in a separate transaction\n  {%- set preexisting_intermediate_relation = load_cached_relation(intermediate_relation)-%}\n  {%- set preexisting_backup_relation = load_cached_relation(backup_relation) -%}\n   -- grab current tables grants config for comparision later on\n  {% set grant_config = config.get('grants') %}\n  {{ drop_relation_if_exists(preexisting_intermediate_relation) }}\n  {{ drop_relation_if_exists(preexisting_backup_relation) }}\n\n  {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n  -- `BEGIN` happens here:\n  {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n  {% set to_drop = [] %}\n\n  {% if existing_relation is none %}\n      {% set build_sql = get_create_table_as_sql(False, target_relation, sql) %}\n  {% elif full_refresh_mode %}\n      {% set build_sql = get_create_table_as_sql(False, intermediate_relation, sql) %}\n      {% set need_swap = true %}\n  {% else %}\n    {% do run_query(get_create_table_as_sql(True, temp_relation, sql)) %}\n    {% do adapter.expand_target_column_types(\n             from_relation=temp_relation,\n             to_relation=target_relation) %}\n    {#-- Process schema changes. Returns dict of changes if successful. Use source columns for upserting/merging --#}\n    {% set dest_columns = process_schema_changes(on_schema_change, temp_relation, existing_relation) %}\n    {% if not dest_columns %}\n      {% set dest_columns = adapter.get_columns_in_relation(existing_relation) %}\n    {% endif %}\n\n    {#-- Get the incremental_strategy, the macro to use for the strategy, and build the sql --#}\n    {% set incremental_strategy = config.get('incremental_strategy') or 'default' %}\n    {% set incremental_predicates = config.get('predicates', none) or config.get('incremental_predicates', none) %}\n    {% set strategy_sql_macro_func = adapter.get_incremental_strategy_macro(context, incremental_strategy) %}\n    {% set strategy_arg_dict = ({'target_relation': target_relation, 'temp_relation': temp_relation, 'unique_key': unique_key, 'dest_columns': dest_columns, 'incremental_predicates': incremental_predicates }) %}\n    {% set build_sql = strategy_sql_macro_func(strategy_arg_dict) %}\n\n  {% endif %}\n\n  {% call statement(\"main\") %}\n      {{ build_sql }}\n  {% endcall %}\n\n  {% if need_swap %}\n      {% do adapter.rename_relation(target_relation, backup_relation) %}\n      {% do adapter.rename_relation(intermediate_relation, target_relation) %}\n      {% do to_drop.append(backup_relation) %}\n  {% endif %}\n\n  {% set should_revoke = should_revoke(existing_relation, full_refresh_mode) %}\n  {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n  {% do persist_docs(target_relation, model) %}\n\n  {% if existing_relation is none or existing_relation.is_view or should_full_refresh() %}\n    {% do create_indexes(target_relation) %}\n  {% endif %}\n\n  {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n  -- `COMMIT` happens here\n  {% do adapter.commit() %}\n\n  {% for rel in to_drop %}\n      {% do adapter.drop_relation(rel) %}\n  {% endfor %}\n\n  {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n  {{ return({'relations': [target_relation]}) }}\n\n{%- endmaterialization %}", "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.make_temp_relation", "macro.dbt.make_intermediate_relation", "macro.dbt.make_backup_relation", "macro.dbt.should_full_refresh", "macro.dbt.incremental_validate_on_schema_change", "macro.dbt.drop_relation_if_exists", "macro.dbt.run_hooks", "macro.dbt.get_create_table_as_sql", "macro.dbt.run_query", "macro.dbt.process_schema_changes", "macro.dbt.statement", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs", "macro.dbt.create_indexes"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1732226746.737231, "supported_languages": ["sql"]}, "macro.dbt.incremental_validate_on_schema_change": {"name": "incremental_validate_on_schema_change", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/on_schema_change.sql", "original_file_path": "macros/materializations/models/incremental/on_schema_change.sql", "unique_id": "macro.dbt.incremental_validate_on_schema_change", "macro_sql": "{% macro incremental_validate_on_schema_change(on_schema_change, default='ignore') %}\n\n   {% if on_schema_change not in ['sync_all_columns', 'append_new_columns', 'fail', 'ignore'] %}\n\n     {% set log_message = 'Invalid value for on_schema_change (%s) specified. Setting default value of %s.' % (on_schema_change, default) %}\n     {% do log(log_message) %}\n\n     {{ return(default) }}\n\n   {% else %}\n\n     {{ return(on_schema_change) }}\n\n   {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1732226746.740554, "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": 1732226746.741224, "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": 1732226746.741894, "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": 1732226746.742378, "supported_languages": null}, "macro.dbt.can_clone_table": {"name": "can_clone_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/clone/can_clone_table.sql", "original_file_path": "macros/materializations/models/clone/can_clone_table.sql", "unique_id": "macro.dbt.can_clone_table", "macro_sql": "{% macro can_clone_table() %}\n    {{ return(adapter.dispatch('can_clone_table', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__can_clone_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1732226746.7425148, "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": 1732226746.742581, "supported_languages": null}, "macro.dbt.create_or_replace_clone": {"name": "create_or_replace_clone", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/clone/create_or_replace_clone.sql", "original_file_path": "macros/materializations/models/clone/create_or_replace_clone.sql", "unique_id": "macro.dbt.create_or_replace_clone", "macro_sql": "{% macro create_or_replace_clone(this_relation, defer_relation) %}\n    {{ return(adapter.dispatch('create_or_replace_clone', 'dbt')(this_relation, defer_relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__create_or_replace_clone"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1732226746.74275, "supported_languages": null}, "macro.dbt.default__create_or_replace_clone": {"name": "default__create_or_replace_clone", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/clone/create_or_replace_clone.sql", "original_file_path": "macros/materializations/models/clone/create_or_replace_clone.sql", "unique_id": "macro.dbt.default__create_or_replace_clone", "macro_sql": "{% macro default__create_or_replace_clone(this_relation, defer_relation) %}\n    create or replace table {{ this_relation }} clone {{ defer_relation }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1732226746.742826, "supported_languages": null}, "macro.dbt.materialization_clone_default": {"name": "materialization_clone_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/clone/clone.sql", "original_file_path": "macros/materializations/models/clone/clone.sql", "unique_id": "macro.dbt.materialization_clone_default", "macro_sql": "{%- materialization clone, default -%}\n\n  {%- set relations = {'relations': []} -%}\n\n  {%- if not defer_relation -%}\n      -- nothing to do\n      {{ log(\"No relation found in state manifest for \" ~ model.unique_id, info=True) }}\n      {{ return(relations) }}\n  {%- endif -%}\n\n  {%- set existing_relation = load_cached_relation(this) -%}\n\n  {%- if existing_relation and not flags.FULL_REFRESH -%}\n      -- noop!\n      {{ log(\"Relation \" ~ existing_relation ~ \" already exists\", info=True) }}\n      {{ return(relations) }}\n  {%- endif -%}\n\n  {%- set other_existing_relation = load_cached_relation(defer_relation) -%}\n\n  -- If this is a database that can do zero-copy cloning of tables, and the other relation is a table, then this will be a table\n  -- Otherwise, this will be a view\n\n  {% set can_clone_table = can_clone_table() %}\n\n  {%- if other_existing_relation and other_existing_relation.type == 'table' and can_clone_table -%}\n\n      {%- set target_relation = this.incorporate(type='table') -%}\n      {% if existing_relation is not none and not existing_relation.is_table %}\n        {{ log(\"Dropping relation \" ~ existing_relation ~ \" because it is of type \" ~ existing_relation.type) }}\n        {{ drop_relation_if_exists(existing_relation) }}\n      {% endif %}\n\n      -- as a general rule, data platforms that can clone tables can also do atomic 'create or replace'\n      {% call statement('main') %}\n          {% if target_relation and defer_relation and target_relation == defer_relation %}\n              {{ log(\"Target relation and defer relation are the same, skipping clone for relation: \" ~ target_relation) }}\n          {% else %}\n              {{ create_or_replace_clone(target_relation, defer_relation) }}\n          {% endif %}\n\n      {% endcall %}\n\n      {% set should_revoke = should_revoke(existing_relation, full_refresh_mode=True) %}\n      {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n      {% do persist_docs(target_relation, model) %}\n\n      {{ return({'relations': [target_relation]}) }}\n\n  {%- else -%}\n\n      {%- set target_relation = this.incorporate(type='view') -%}\n\n      -- reuse the view materialization\n      -- TODO: support actual dispatch for materialization macros\n      -- Tracking ticket: https://github.com/dbt-labs/dbt-core/issues/7799\n      {% set search_name = \"materialization_view_\" ~ adapter.type() %}\n      {% if not search_name in context %}\n          {% set search_name = \"materialization_view_default\" %}\n      {% endif %}\n      {% set materialization_macro = context[search_name] %}\n      {% set relations = materialization_macro() %}\n      {{ return(relations) }}\n\n  {%- endif -%}\n\n{%- endmaterialization -%}", "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.can_clone_table", "macro.dbt.drop_relation_if_exists", "macro.dbt.statement", "macro.dbt.create_or_replace_clone", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1732226746.744878, "supported_languages": ["sql"]}, "macro.dbt.materialization_seed_default": {"name": "materialization_seed_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/seed.sql", "original_file_path": "macros/materializations/seeds/seed.sql", "unique_id": "macro.dbt.materialization_seed_default", "macro_sql": "{% materialization seed, default %}\n\n  {%- set identifier = model['alias'] -%}\n  {%- set full_refresh_mode = (should_full_refresh()) -%}\n\n  {%- set old_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) -%}\n\n  {%- set exists_as_table = (old_relation is not none and old_relation.is_table) -%}\n  {%- set exists_as_view = (old_relation is not none and old_relation.is_view) -%}\n\n  {%- set grant_config = config.get('grants') -%}\n  {%- set agate_table = load_agate_table() -%}\n  -- grab current tables grants config for comparison later on\n\n  {%- do store_result('agate_table', response='OK', agate_table=agate_table) -%}\n\n  {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n  -- `BEGIN` happens here:\n  {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n  -- build model\n  {% set create_table_sql = \"\" %}\n  {% if exists_as_view %}\n    {{ exceptions.raise_compiler_error(\"Cannot seed to '{}', it is a view\".format(old_relation)) }}\n  {% elif exists_as_table %}\n    {% set create_table_sql = reset_csv_table(model, full_refresh_mode, old_relation, agate_table) %}\n  {% else %}\n    {% set create_table_sql = create_csv_table(model, agate_table) %}\n  {% endif %}\n\n  {% set code = 'CREATE' if full_refresh_mode else 'INSERT' %}\n  {% set rows_affected = (agate_table.rows | length) %}\n  {% set sql = load_csv_rows(model, agate_table) %}\n\n  {% call noop_statement('main', code ~ ' ' ~ rows_affected, code, rows_affected) %}\n    {{ get_csv_sql(create_table_sql, sql) }};\n  {% endcall %}\n\n  {% set target_relation = this.incorporate(type='table') %}\n\n  {% set should_revoke = should_revoke(old_relation, full_refresh_mode) %}\n  {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n  {% do persist_docs(target_relation, model) %}\n\n  {% if full_refresh_mode or not exists_as_table %}\n    {% do create_indexes(target_relation) %}\n  {% endif %}\n\n  {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n  -- `COMMIT` happens here\n  {{ adapter.commit() }}\n\n  {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n  {{ return({'relations': [target_relation]}) }}\n\n{% endmaterialization %}", "depends_on": {"macros": ["macro.dbt.should_full_refresh", "macro.dbt.run_hooks", "macro.dbt.reset_csv_table", "macro.dbt.create_csv_table", "macro.dbt.load_csv_rows", "macro.dbt.noop_statement", "macro.dbt.get_csv_sql", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs", "macro.dbt.create_indexes"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1732226746.74672, "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": 1732226746.749727, "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": 1732226746.7502332, "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": 1732226746.750381, "supported_languages": null}, "macro.dbt.default__reset_csv_table": {"name": "default__reset_csv_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.default__reset_csv_table", "macro_sql": "{% macro default__reset_csv_table(model, full_refresh, old_relation, agate_table) %}\n    {% set sql = \"\" %}\n    {% if full_refresh %}\n        {{ adapter.drop_relation(old_relation) }}\n        {% set sql = create_csv_table(model, agate_table) %}\n    {% else %}\n        {{ adapter.truncate_relation(old_relation) }}\n        {% set sql = \"truncate table \" ~ old_relation %}\n    {% endif %}\n\n    {{ return(sql) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.create_csv_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1732226746.750648, "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": 1732226746.750756, "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": 1732226746.750832, "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": 1732226746.750915, "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": 1732226746.750978, "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": 1732226746.7510679, "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": 1732226746.751134, "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": 1732226746.751394, "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": 1732226746.751502, "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": 1732226746.752243, "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": 1732226746.75249, "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": 1732226746.7527099, "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": 1732226746.7530198, "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": 1732226746.753171, "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": 1732226746.7533371, "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": 1732226746.753566, "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": 1732226746.753711, "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": 1732226746.7541409, "supported_languages": null}, "macro.dbt.default__get_drop_sql": {"name": "default__get_drop_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/drop.sql", "original_file_path": "macros/relations/drop.sql", "unique_id": "macro.dbt.default__get_drop_sql", "macro_sql": "{%- macro default__get_drop_sql(relation) -%}\n\n    {%- if relation.is_view -%}\n        {{ drop_view(relation) }}\n\n    {%- elif relation.is_table -%}\n        {{ drop_table(relation) }}\n\n    {%- elif relation.is_materialized_view -%}\n        {{ drop_materialized_view(relation) }}\n\n    {%- else -%}\n        drop {{ relation.type }} if exists {{ relation }} cascade\n\n    {%- endif -%}\n\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.drop_view", "macro.dbt.drop_table", "macro.dbt.drop_materialized_view"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1732226746.754354, "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": 1732226746.7544599, "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": 1732226746.754572, "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": 1732226746.754681, "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": 1732226746.755179, "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": 1732226746.7558558, "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": 1732226746.756077, "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": 1732226746.7562208, "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": 1732226746.756406, "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": 1732226746.756521, "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": 1732226746.756938, "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": 1732226746.75718, "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": 1732226746.757296, "supported_languages": null}, "macro.dbt.default__rename_relation": {"name": "default__rename_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/rename.sql", "original_file_path": "macros/relations/rename.sql", "unique_id": "macro.dbt.default__rename_relation", "macro_sql": "{% macro default__rename_relation(from_relation, to_relation) -%}\n  {% set target_name = adapter.quote_as_configured(to_relation.identifier, 'identifier') %}\n  {% call statement('rename_relation') -%}\n    alter table {{ from_relation }} rename to {{ target_name }}\n  {%- endcall %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1732226746.7574558, "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": 1732226746.757658, "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": 1732226746.7578099, "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": 1732226746.758087, "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": 1732226746.758396, "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": 1732226746.7585878, "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": 1732226746.7587059, "supported_languages": null}, "macro.dbt.drop_materialized_view": {"name": "drop_materialized_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/drop.sql", "original_file_path": "macros/relations/materialized_view/drop.sql", "unique_id": "macro.dbt.drop_materialized_view", "macro_sql": "{% macro drop_materialized_view(relation) -%}\n    {{ return(adapter.dispatch('drop_materialized_view', 'dbt')(relation)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__drop_materialized_view"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1732226746.7588632, "supported_languages": null}, "macro.dbt.default__drop_materialized_view": {"name": "default__drop_materialized_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/drop.sql", "original_file_path": "macros/relations/materialized_view/drop.sql", "unique_id": "macro.dbt.default__drop_materialized_view", "macro_sql": "{% macro default__drop_materialized_view(relation) -%}\n    drop materialized view if exists {{ relation }} cascade\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1732226746.758925, "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": 1732226746.759082, "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": 1732226746.7591732, "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": 1732226746.759352, "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": 1732226746.759445, "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": 1732226746.7596009, "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": 1732226746.759685, "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": 1732226746.760041, "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": 1732226746.76015, "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": 1732226746.760309, "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": 1732226746.760395, "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": 1732226746.760553, "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": 1732226746.760633, "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": 1732226746.7612631, "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": 1732226746.7613308, "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": 1732226746.761641, "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": 1732226746.761738, "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": 1732226746.761822, "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": 1732226746.76253, "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": 1732226746.762815, "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": 1732226746.763011, "supported_languages": null}, "macro.dbt.drop_table": {"name": "drop_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/drop.sql", "original_file_path": "macros/relations/table/drop.sql", "unique_id": "macro.dbt.drop_table", "macro_sql": "{% macro drop_table(relation) -%}\n    {{ return(adapter.dispatch('drop_table', 'dbt')(relation)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__drop_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1732226746.7631638, "supported_languages": null}, "macro.dbt.default__drop_table": {"name": "default__drop_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/drop.sql", "original_file_path": "macros/relations/table/drop.sql", "unique_id": "macro.dbt.default__drop_table", "macro_sql": "{% macro default__drop_table(relation) -%}\n    drop table if exists {{ relation }} cascade\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1732226746.7632241, "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": 1732226746.763378, "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": 1732226746.7634618, "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": 1732226746.763617, "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": 1732226746.7637, "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": 1732226746.7642071, "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": 1732226746.764313, "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": 1732226746.7645519, "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": 1732226746.7649379, "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": 1732226746.7651992, "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": 1732226746.765307, "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": 1732226746.7654111, "supported_languages": null}, "macro.dbt.drop_view": {"name": "drop_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/drop.sql", "original_file_path": "macros/relations/view/drop.sql", "unique_id": "macro.dbt.drop_view", "macro_sql": "{% macro drop_view(relation) -%}\n    {{ return(adapter.dispatch('drop_view', 'dbt')(relation)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__drop_view"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1732226746.765562, "supported_languages": null}, "macro.dbt.default__drop_view": {"name": "default__drop_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/drop.sql", "original_file_path": "macros/relations/view/drop.sql", "unique_id": "macro.dbt.default__drop_view", "macro_sql": "{% macro default__drop_view(relation) -%}\n    drop view if exists {{ relation }} cascade\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1732226746.765623, "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": 1732226746.7661371, "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": 1732226746.7662232, "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": 1732226746.7668512, "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": 1732226746.7669618, "supported_languages": null}, "macro.dbt.default__handle_existing_table": {"name": "default__handle_existing_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/replace.sql", "original_file_path": "macros/relations/view/replace.sql", "unique_id": "macro.dbt.default__handle_existing_table", "macro_sql": "{% macro default__handle_existing_table(full_refresh, old_relation) %}\n    {{ log(\"Dropping relation \" ~ old_relation ~ \" because it is of type \" ~ old_relation.type) }}\n    {{ adapter.drop_relation(old_relation) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1732226746.767085, "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": 1732226746.767242, "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": 1732226746.767328, "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": 1732226746.7675672, "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": 1732226746.767661, "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": 1732226746.767762, "supported_languages": null}, "macro.dbt.default__create_view_as": {"name": "default__create_view_as", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/create.sql", "original_file_path": "macros/relations/view/create.sql", "unique_id": "macro.dbt.default__create_view_as", "macro_sql": "{% macro default__create_view_as(relation, sql) -%}\n  {%- set sql_header = config.get('sql_header', none) -%}\n\n  {{ sql_header if sql_header is not none }}\n  create view {{ relation }}\n    {% set contract_config = config.get('contract') %}\n    {% if contract_config.enforced %}\n      {{ get_assert_columns_equivalent(sql) }}\n    {%- endif %}\n  as (\n    {{ sql }}\n  );\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.get_assert_columns_equivalent"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1732226746.76806, "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": 1732226746.768272, "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": 1732226746.7684412, "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": 1732226746.7685828, "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": 1732226746.768914, "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": 1732226746.769758, "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": 1732226746.7700758, "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": 1732226746.77024, "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": 1732226746.771393, "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": 1732226746.77207, "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": 1732226746.772492, "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": 1732226746.772626, "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": 1732226746.772755, "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": 1732226746.772798, "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": 1732226746.773231, "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": 1732226746.773558, "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": 1732226746.7736871, "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": 1732226746.77389, "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": 1732226746.774102, "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": 1732226746.774198, "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": 1732226746.774336, "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": 1732226746.774405, "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": 1732226746.774912, "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": 1732226746.7751439, "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": 1732226746.7752519, "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": 1732226746.775605, "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": 1732226746.775754, "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": 1732226746.775815, "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": 1732226746.7760088, "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": 1732226746.776101, "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": 1732226746.7762291, "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": 1732226746.776274, "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": 1732226746.776426, "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": 1732226746.776504, "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": 1732226746.7766662, "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": 1732226746.7767448, "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": 1732226746.777133, "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": 1732226746.777389, "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": 1732226746.7775822, "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": 1732226746.777676, "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": 1732226746.777838, "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": 1732226746.7779179, "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": 1732226746.7780638, "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": 1732226746.778155, "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": 1732226746.778303, "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": 1732226746.778395, "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": 1732226746.7785358, "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": 1732226746.778595, "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": 1732226746.778757, "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": 1732226746.778835, "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": 1732226746.778975, "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": 1732226746.7790332, "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": 1732226746.7800372, "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": 1732226746.780129, "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": 1732226746.780223, "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": 1732226746.780311, "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": 1732226746.7804039, "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": 1732226746.780489, "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": 1732226746.780579, "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": 1732226746.7806761, "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": 1732226746.7807639, "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": 1732226746.780847, "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": 1732226746.780937, "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": 1732226746.7810209, "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": 1732226746.781108, "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": 1732226746.781187, "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": 1732226746.781343, "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": 1732226746.781419, "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": 1732226746.7815602, "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": 1732226746.781621, "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": 1732226746.7818182, "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": 1732226746.781965, "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": 1732226746.782051, "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": 1732226746.78237, "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": 1732226746.782472, "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": 1732226746.782596, "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": 1732226746.782752, "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": 1732226746.782825, "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": 1732226746.78304, "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": 1732226746.783243, "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": 1732226746.783405, "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": 1732226746.7834828, "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": 1732226746.783701, "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": 1732226746.7838058, "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": 1732226746.7838988, "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": 1732226746.784003, "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": 1732226746.7843, "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": 1732226746.7843862, "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": 1732226746.784466, "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": 1732226746.784527, "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": 1732226746.784619, "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": 1732226746.7846642, "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": 1732226746.784757, "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": 1732226746.784849, "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": 1732226746.78537, "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": 1732226746.785449, "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": 1732226746.785537, "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": 1732226746.7857559, "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": 1732226746.785861, "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": 1732226746.785938, "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": 1732226746.786025, "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": 1732226746.7860942, "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": 1732226746.7873101, "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": 1732226746.787404, "supported_languages": null}, "macro.dbt.make_temp_relation": {"name": "make_temp_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.make_temp_relation", "macro_sql": "{% macro make_temp_relation(base_relation, suffix='__dbt_tmp') %}\n  {{ return(adapter.dispatch('make_temp_relation', 'dbt')(base_relation, suffix)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__make_temp_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1732226746.7875252, "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": 1732226746.787764, "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": 1732226746.787901, "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": 1732226746.788082, "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": 1732226746.788183, "supported_languages": null}, "macro.dbt.default__truncate_relation": {"name": "default__truncate_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.default__truncate_relation", "macro_sql": "{% macro default__truncate_relation(relation) -%}\n  {% call statement('truncate_relation') -%}\n    truncate table {{ relation }}\n  {%- endcall %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1732226746.788277, "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": 1732226746.7884119, "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": 1732226746.788736, "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": 1732226746.7888682, "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": 1732226746.7889469, "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": 1732226746.789192, "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": 1732226746.789442, "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": 1732226746.789608, "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": 1732226746.789732, "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": 1732226746.79076, "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": 1732226746.790828, "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": 1732226746.790922, "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": 1732226746.790983, "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": 1732226746.791177, "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": 1732226746.791284, "supported_languages": null}, "macro.dbt.default__get_show_grant_sql": {"name": "default__get_show_grant_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__get_show_grant_sql", "macro_sql": "{% macro default__get_show_grant_sql(relation) %}\n    show grants on {{ relation }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1732226746.791341, "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": 1732226746.791463, "supported_languages": null}, "macro.dbt.default__get_grant_sql": {"name": "default__get_grant_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__get_grant_sql", "macro_sql": "\n\n{%- macro default__get_grant_sql(relation, privilege, grantees) -%}\n    grant {{ privilege }} on {{ relation }} to {{ grantees | join(', ') }}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1732226746.791577, "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": 1732226746.791706, "supported_languages": null}, "macro.dbt.default__get_revoke_sql": {"name": "default__get_revoke_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__get_revoke_sql", "macro_sql": "\n\n{%- macro default__get_revoke_sql(relation, privilege, grantees) -%}\n    revoke {{ privilege }} on {{ relation }} from {{ grantees | join(', ') }}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1732226746.7918122, "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": 1732226746.791938, "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": 1732226746.792379, "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": 1732226746.792487, "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": 1732226746.792628, "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": 1732226746.792757, "supported_languages": null}, "macro.dbt.default__apply_grants": {"name": "default__apply_grants", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__apply_grants", "macro_sql": "{% macro default__apply_grants(relation, grant_config, should_revoke=True) %}\n    {#-- If grant_config is {} or None, this is a no-op --#}\n    {% if grant_config %}\n        {% if should_revoke %}\n            {#-- We think previous grants may have carried over --#}\n            {#-- Show current grants and calculate diffs --#}\n            {% set current_grants_table = run_query(get_show_grant_sql(relation)) %}\n            {% set current_grants_dict = adapter.standardize_grants_dict(current_grants_table) %}\n            {% set needs_granting = diff_of_two_dicts(grant_config, current_grants_dict) %}\n            {% set needs_revoking = diff_of_two_dicts(current_grants_dict, grant_config) %}\n            {% if not (needs_granting or needs_revoking) %}\n                {{ log('On ' ~ relation ~': All grants are in place, no revocation or granting needed.')}}\n            {% endif %}\n        {% else %}\n            {#-- We don't think there's any chance of previous grants having carried over. --#}\n            {#-- Jump straight to granting what the user has configured. --#}\n            {% set needs_revoking = {} %}\n            {% set needs_granting = grant_config %}\n        {% endif %}\n        {% if needs_granting or needs_revoking %}\n            {% set revoke_statement_list = get_dcl_statement_list(relation, needs_revoking, get_revoke_sql) %}\n            {% set grant_statement_list = get_dcl_statement_list(relation, needs_granting, get_grant_sql) %}\n            {% set dcl_statement_list = revoke_statement_list + grant_statement_list %}\n            {% if dcl_statement_list %}\n                {{ call_dcl_statements(dcl_statement_list) }}\n            {% endif %}\n        {% endif %}\n    {% endif %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_query", "macro.dbt.get_show_grant_sql", "macro.dbt.get_dcl_statement_list", "macro.dbt.call_dcl_statements"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1732226746.7934139, "supported_languages": null}, "macro.dbt.get_show_sql": {"name": "get_show_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/show.sql", "original_file_path": "macros/adapters/show.sql", "unique_id": "macro.dbt.get_show_sql", "macro_sql": "{% macro get_show_sql(compiled_code, sql_header, limit) -%}\n  {%- if sql_header -%}\n  {{ sql_header }}\n  {%- endif -%}\n  {%- if limit is not none -%}\n  {{ get_limit_subquery_sql(compiled_code, limit) }}\n  {%- else -%}\n  {{ compiled_code }}\n  {%- endif -%}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_limit_subquery_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1732226746.7937229, "supported_languages": null}, "macro.dbt.get_limit_subquery_sql": {"name": "get_limit_subquery_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/show.sql", "original_file_path": "macros/adapters/show.sql", "unique_id": "macro.dbt.get_limit_subquery_sql", "macro_sql": "{% macro get_limit_subquery_sql(sql, limit) %}\n  {{ adapter.dispatch('get_limit_subquery_sql', 'dbt')(sql, limit) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_limit_subquery_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1732226746.793833, "supported_languages": null}, "macro.dbt.default__get_limit_subquery_sql": {"name": "default__get_limit_subquery_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/show.sql", "original_file_path": "macros/adapters/show.sql", "unique_id": "macro.dbt.default__get_limit_subquery_sql", "macro_sql": "{% macro default__get_limit_subquery_sql(sql, limit) %}\n    select *\n    from (\n        {{ sql }}\n    ) as model_limit_subq\n    limit {{ limit }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1732226746.7939122, "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": 1732226746.7943192, "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": 1732226746.7944179, "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": 1732226746.794533, "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": 1732226746.7946272, "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": 1732226746.794771, "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": 1732226746.795042, "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": 1732226746.7968159, "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": 1732226746.796978, "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": 1732226746.7970922, "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": 1732226746.797236, "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": 1732226746.7973409, "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": 1732226746.797429, "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": 1732226746.797536, "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": 1732226746.797677, "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": 1732226746.7977889, "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": 1732226746.7979589, "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": 1732226746.798065, "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": 1732226746.7981582, "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": 1732226746.798249, "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": 1732226746.798347, "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": 1732226746.798524, "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": 1732226746.7986271, "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": 1732226746.799989, "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": 1732226746.8000782, "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": 1732226746.8002508, "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": 1732226746.800374, "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": 1732226746.800491, "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": 1732226746.800595, "supported_languages": null}, "macro.dbt.default__get_empty_schema_sql": {"name": "default__get_empty_schema_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.default__get_empty_schema_sql", "macro_sql": "{% macro default__get_empty_schema_sql(columns) %}\n    {%- set col_err = [] -%}\n    {%- set col_naked_numeric = [] -%}\n    select\n    {% for i in columns %}\n      {%- set col = columns[i] -%}\n      {%- if col['data_type'] is not defined -%}\n        {%- do col_err.append(col['name']) -%}\n      {#-- If this column's type is just 'numeric' then it is missing precision/scale, raise a warning --#}\n      {%- elif col['data_type'].strip().lower() in ('numeric', 'decimal', 'number') -%}\n        {%- do col_naked_numeric.append(col['name']) -%}\n      {%- endif -%}\n      {% set col_name = adapter.quote(col['name']) if col.get('quote') else col['name'] %}\n      cast(null as {{ col['data_type'] }}) as {{ col_name }}{{ \", \" if not loop.last }}\n    {%- endfor -%}\n    {%- if (col_err | length) > 0 -%}\n      {{ exceptions.column_type_missing(column_names=col_err) }}\n    {%- elif (col_naked_numeric | length) > 0 -%}\n      {{ exceptions.warn(\"Detected columns with numeric type and unspecified precision/scale, this can lead to unintended rounding: \" ~ col_naked_numeric ~ \"`\") }}\n    {%- endif -%}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1732226746.801229, "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": 1732226746.8014238, "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": 1732226746.8015318, "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": 1732226746.8017259, "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": 1732226746.801853, "supported_languages": null}, "macro.dbt.default__alter_column_type": {"name": "default__alter_column_type", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.default__alter_column_type", "macro_sql": "{% macro default__alter_column_type(relation, column_name, new_column_type) -%}\n  {#\n    1. Create a new column (w/ temp name and correct type)\n    2. Copy data over to it\n    3. Drop the existing column (cascade!)\n    4. Rename the new column to existing column\n  #}\n  {%- set tmp_column = column_name + \"__dbt_alter\" -%}\n\n  {% call statement('alter_column_type') %}\n    alter table {{ relation }} add column {{ adapter.quote(tmp_column) }} {{ new_column_type }};\n    update {{ relation }} set {{ adapter.quote(tmp_column) }} = {{ adapter.quote(column_name) }};\n    alter table {{ relation }} drop column {{ adapter.quote(column_name) }} cascade;\n    alter table {{ relation }} rename column {{ adapter.quote(tmp_column) }} to {{ adapter.quote(column_name) }}\n  {% endcall %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1732226746.802181, "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": 1732226746.802324, "supported_languages": null}, "macro.dbt.default__alter_relation_add_remove_columns": {"name": "default__alter_relation_add_remove_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.default__alter_relation_add_remove_columns", "macro_sql": "{% macro default__alter_relation_add_remove_columns(relation, add_columns, remove_columns) %}\n\n  {% if add_columns is none %}\n    {% set add_columns = [] %}\n  {% endif %}\n  {% if remove_columns is none %}\n    {% set remove_columns = [] %}\n  {% endif %}\n\n  {% set sql -%}\n\n     alter {{ relation.type }} {{ relation }}\n\n            {% for column in add_columns %}\n               add column {{ column.name }} {{ column.data_type }}{{ ',' if not loop.last }}\n            {% endfor %}{{ ',' if add_columns and remove_columns }}\n\n            {% for column in remove_columns %}\n                drop column {{ column.name }}{{ ',' if not loop.last }}\n            {% endfor %}\n\n  {%- endset -%}\n\n  {% do run_query(sql) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1732226746.802757, "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": 1732226746.803778, "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": 1732226746.8038661, "supported_languages": null}, "macro.dbt.build_ref_function": {"name": "build_ref_function", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.build_ref_function", "macro_sql": "{% macro build_ref_function(model) %}\n\n    {%- set ref_dict = {} -%}\n    {%- for _ref in model.refs -%}\n        {% set _ref_args = [_ref.get('package'), _ref['name']] if _ref.get('package') else [_ref['name'],] %}\n        {%- set resolved = ref(*_ref_args, v=_ref.get('version')) -%}\n        {%- if _ref.get('version') -%}\n            {% do _ref_args.extend([\"v\" ~ _ref['version']]) %}\n        {%- endif -%}\n       {%- do ref_dict.update({_ref_args | join('.'): resolve_model_name(resolved)}) -%}\n    {%- endfor -%}\n\ndef ref(*args, **kwargs):\n    refs = {{ ref_dict | tojson }}\n    key = '.'.join(args)\n    version = kwargs.get(\"v\") or kwargs.get(\"version\")\n    if version:\n        key += f\".v{version}\"\n    dbt_load_df_function = kwargs.get(\"dbt_load_df_function\")\n    return dbt_load_df_function(refs[key])\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.resolve_model_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1732226746.8043158, "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": 1732226746.804546, "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": 1732226746.80487, "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": 1732226746.805145, "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": 1732226746.8051898, "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": 1732226746.805495, "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": 1732226746.80563, "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": 1732226746.8057861, "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": 1732226746.805941, "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": 1732226746.80615, "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": 1732226746.806592, "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": 1732226746.806869, "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": 1732226746.80723, "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": 1732226746.807414, "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": 1732226746.807595, "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": 1732226746.808254, "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": 1732226746.808853, "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": 1732226746.809385, "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": 1732226746.8099961, "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": 1732226746.8103878, "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": 1732226746.810588, "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": 1732226746.811015, "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": 1732226746.81149, "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": 1732226746.811751, "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": 1732226746.812015, "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": 1732226746.812371, "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": 1732226746.812643, "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": 1732226746.812959, "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": 1732226746.813185, "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": 1732226746.813592, "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": 1732226746.814076, "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": 1732226746.814465, "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": 1732226746.814826, "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": 1732226746.81516, "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": 1732226746.8153589, "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": 1732226746.81559, "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": 1732226746.815854, "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": 1732226746.816263, "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": 1732226746.8167439, "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": 1732226746.817287, "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": 1732226746.8177989, "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": 1732226746.818959, "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": 1732226746.821175, "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": 1732226746.821478, "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": 1732226746.821652, "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": 1732226746.82377, "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": 1732226746.824629, "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": 1732226746.824789, "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": 1732226746.824883, "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": 1732226746.825152, "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": 1732226746.825311, "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": 1732226746.825421, "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": 1732226746.825568, "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": 1732226746.825663, "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": 1732226746.8260732, "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": 1732226746.8265548, "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": 1732226746.826972, "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": 1732226746.827303, "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": 1732226746.82744, "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": 1732226746.827669, "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": 1732226746.827896, "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": 1732226746.828209, "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": 1732226746.828393, "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": 1732226746.828646, "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": 1732226746.82904, "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": 1732226746.829518, "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": 1732226746.8300369, "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": 1732226746.830305, "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": 1732226746.8304262, "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": 1732226746.830719, "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": 1732226746.831115, "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": 1732226746.831606, "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": 1732226746.831836, "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": 1732226746.832, "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": 1732226746.832744, "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": 1732226746.833535, "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": 1732226746.834454, "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": 1732226746.835513, "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": 1732226746.835698, "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": 1732226746.835776, "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": 1732226746.837688, "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": 1732226746.8396358, "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": 1732226746.839811, "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": 1732226746.8399549, "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": 1732226746.840502, "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": 1732226746.840629, "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": 1732226746.840724, "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": 1732226746.840831, "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": 1732226746.84093, "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": 1732226746.841037, "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": 1732226746.841137, "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": 1732226746.8413692, "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": 1732226746.8415098, "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": 1732226746.841734, "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": 1732226746.842038, "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": 1732226746.8422358, "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": 1732226746.842425, "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": 1732226746.844345, "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": 1732226746.84455, "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": 1732226746.8449311, "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": 1732226746.845335, "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": 1732226746.845623, "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": 1732226746.846281, "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": 1732226746.847199, "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": 1732226746.8478148, "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": 1732226746.848282, "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": 1732226746.8485582, "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": 1732226746.848959, "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": 1732226746.849419, "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": 1732226746.849681, "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": 1732226746.849791, "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": 1732226746.850018, "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": 1732226746.850351, "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": 1732226746.850623, "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": 1732226746.850975, "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": 1732226746.851281, "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": 1732226746.8513641, "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": 1732226746.851448, "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": 1732226746.851529, "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": 1732226746.851844, "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": 1732226746.852258, "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": 1732226746.8529248, "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": 1732226746.853079, "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": 1732226746.85341, "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": 1732226746.853865, "supported_languages": null}, "macro.twilio_source.get_call_columns": {"name": "get_call_columns", "resource_type": "macro", "package_name": "twilio_source", "path": "macros/get_call_columns.sql", "original_file_path": "macros/get_call_columns.sql", "unique_id": "macro.twilio_source.get_call_columns", "macro_sql": "{% macro get_call_columns() %}\n\n{% set columns = [\n    {\"name\": \"_fivetran_synced\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"account_id\", \"datatype\": dbt.type_string()},\n    {\"name\": \"annotation\", \"datatype\": dbt.type_string()},\n    {\"name\": \"answered_by\", \"datatype\": dbt.type_string()},\n    {\"name\": \"caller_name\", \"datatype\": dbt.type_string()},\n    {\"name\": \"created_at\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"direction\", \"datatype\": dbt.type_string()},\n    {\"name\": \"duration\", \"datatype\": dbt.type_string()},\n    {\"name\": \"end_time\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"forwarded_from\", \"datatype\": dbt.type_string()},\n    {\"name\": \"from_formatted\", \"datatype\": dbt.type_string()},\n    {\"name\": \"group_id\", \"datatype\": dbt.type_string()},\n    {\"name\": \"id\", \"datatype\": dbt.type_string()},\n    {\"name\": \"outgoing_caller_id\", \"datatype\": dbt.type_string()},\n    {\"name\": \"parent_call_id\", \"datatype\": dbt.type_string()},\n    {\"name\": \"price\", \"datatype\": dbt.type_string()},\n    {\"name\": \"price_unit\", \"datatype\": dbt.type_string()},\n    {\"name\": \"queue_time\", \"datatype\": dbt.type_string()},\n    {\"name\": \"start_time\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"status\", \"datatype\": dbt.type_string()},\n    {\"name\": \"to_formatted\", \"datatype\": dbt.type_string()},\n    {\"name\": \"trunk_id\", \"datatype\": dbt.type_string()},\n    {\"name\": \"updated_at\", \"datatype\": dbt.type_timestamp()},\n] %}\n\n{% if target.type == 'snowflake' %}\n    {{ columns.append({\"name\": \"FROM\", \"datatype\": dbt.type_string(), \"quote\": True, \"alias\": \"call_from\"}) }}\n    {{ columns.append({\"name\": \"TO\", \"datatype\": dbt.type_string(), \"quote\": True, \"alias\": \"call_to\"}) }}\n    {% else %}\n    {{ columns.append({\"name\": \"from\", \"datatype\": dbt.type_string(), \"quote\": True, \"alias\": \"call_from\"}) }}\n    {{ columns.append({\"name\": \"to\", \"datatype\": dbt.type_string(), \"quote\": True, \"alias\": \"call_to\"}) }}\n{% endif %}\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": 1732226746.855906, "supported_languages": null}, "macro.twilio_source.get_outgoing_caller_id_columns": {"name": "get_outgoing_caller_id_columns", "resource_type": "macro", "package_name": "twilio_source", "path": "macros/get_outgoing_caller_id_columns.sql", "original_file_path": "macros/get_outgoing_caller_id_columns.sql", "unique_id": "macro.twilio_source.get_outgoing_caller_id_columns", "macro_sql": "{% macro get_outgoing_caller_id_columns() %}\n\n{% set columns = [\n    {\"name\": \"_fivetran_synced\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"created_at\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"friendly_name\", \"datatype\": dbt.type_string()},\n    {\"name\": \"id\", \"datatype\": dbt.type_string()},\n    {\"name\": \"phone_number\", \"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_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1732226746.8563478, "supported_languages": null}, "macro.twilio_source.get_messaging_service_columns": {"name": "get_messaging_service_columns", "resource_type": "macro", "package_name": "twilio_source", "path": "macros/get_messaging_service_columns.sql", "original_file_path": "macros/get_messaging_service_columns.sql", "unique_id": "macro.twilio_source.get_messaging_service_columns", "macro_sql": "{% macro get_messaging_service_columns() %}\n\n{% set columns = [\n    {\"name\": \"_fivetran_deleted\", \"datatype\": \"boolean\"},\n    {\"name\": \"_fivetran_synced\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"account_id\", \"datatype\": dbt.type_string()},\n    {\"name\": \"area_code_geomatch\", \"datatype\": \"boolean\"},\n    {\"name\": \"created_at\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"fallback_method\", \"datatype\": dbt.type_string()},\n    {\"name\": \"fallback_to_long_code\", \"datatype\": \"boolean\"},\n    {\"name\": \"fallback_url\", \"datatype\": dbt.type_string()},\n    {\"name\": \"friendly_name\", \"datatype\": dbt.type_string()},\n    {\"name\": \"id\", \"datatype\": dbt.type_string()},\n    {\"name\": \"inbound_method\", \"datatype\": dbt.type_string()},\n    {\"name\": \"inbound_request_url\", \"datatype\": dbt.type_string()},\n    {\"name\": \"mms_converter\", \"datatype\": \"boolean\"},\n    {\"name\": \"scan_message_content\", \"datatype\": dbt.type_string()},\n    {\"name\": \"smart_encoding\", \"datatype\": \"boolean\"},\n    {\"name\": \"status_callback\", \"datatype\": dbt.type_string()},\n    {\"name\": \"sticky_sender\", \"datatype\": \"boolean\"},\n    {\"name\": \"synchronous_validation\", \"datatype\": \"boolean\"},\n    {\"name\": \"updated_at\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"us_app_to_person_registered\", \"datatype\": \"boolean\"},\n    {\"name\": \"use_inbound_webhook_on_number\", \"datatype\": \"boolean\"},\n    {\"name\": \"usecase\", \"datatype\": dbt.type_string()},\n    {\"name\": \"validity_period\", \"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": 1732226746.857781, "supported_languages": null}, "macro.twilio_source.remove_non_numeric_chars": {"name": "remove_non_numeric_chars", "resource_type": "macro", "package_name": "twilio_source", "path": "macros/remove_non_numeric_chars.sql", "original_file_path": "macros/remove_non_numeric_chars.sql", "unique_id": "macro.twilio_source.remove_non_numeric_chars", "macro_sql": "{% macro remove_non_numeric_chars(column) %}\n    {{ return(adapter.dispatch('remove_non_numeric_chars') (column)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.twilio_source.postgres__remove_non_numeric_chars"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1732226746.858061, "supported_languages": null}, "macro.twilio_source.default__remove_non_numeric_chars": {"name": "default__remove_non_numeric_chars", "resource_type": "macro", "package_name": "twilio_source", "path": "macros/remove_non_numeric_chars.sql", "original_file_path": "macros/remove_non_numeric_chars.sql", "unique_id": "macro.twilio_source.default__remove_non_numeric_chars", "macro_sql": "{% macro default__remove_non_numeric_chars(column) %}\n    REGEXP_REPLACE(cast ({{ column }} as {{ dbt.type_string() }}), '[^0-9.-]', '')\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1732226746.858143, "supported_languages": null}, "macro.twilio_source.bigquery__remove_non_numeric_chars": {"name": "bigquery__remove_non_numeric_chars", "resource_type": "macro", "package_name": "twilio_source", "path": "macros/remove_non_numeric_chars.sql", "original_file_path": "macros/remove_non_numeric_chars.sql", "unique_id": "macro.twilio_source.bigquery__remove_non_numeric_chars", "macro_sql": "{% macro bigquery__remove_non_numeric_chars(column) %}\n\n    REGEXP_REPLACE(cast ({{ column }} as {{ dbt.type_string() }}), r'[^0-9.-]', '')\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1732226746.8582232, "supported_languages": null}, "macro.twilio_source.postgres__remove_non_numeric_chars": {"name": "postgres__remove_non_numeric_chars", "resource_type": "macro", "package_name": "twilio_source", "path": "macros/remove_non_numeric_chars.sql", "original_file_path": "macros/remove_non_numeric_chars.sql", "unique_id": "macro.twilio_source.postgres__remove_non_numeric_chars", "macro_sql": "{% macro postgres__remove_non_numeric_chars(column) %}\n\n    REGEXP_REPLACE(cast ({{ column }} as {{ dbt.type_string() }}), '[^0-9.-]', '', 'g')\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1732226746.858301, "supported_languages": null}, "macro.twilio_source.redshift__remove_non_numeric_chars": {"name": "redshift__remove_non_numeric_chars", "resource_type": "macro", "package_name": "twilio_source", "path": "macros/remove_non_numeric_chars.sql", "original_file_path": "macros/remove_non_numeric_chars.sql", "unique_id": "macro.twilio_source.redshift__remove_non_numeric_chars", "macro_sql": "{% macro redshift__remove_non_numeric_chars(column) %}\n    REGEXP_REPLACE(cast ({{ column }} as {{ dbt.type_string() }}), '[^0-9.-]', '')\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1732226746.85838, "supported_languages": null}, "macro.twilio_source.get_account_history_columns": {"name": "get_account_history_columns", "resource_type": "macro", "package_name": "twilio_source", "path": "macros/get_account_history_columns.sql", "original_file_path": "macros/get_account_history_columns.sql", "unique_id": "macro.twilio_source.get_account_history_columns", "macro_sql": "{% macro get_account_history_columns() %}\n\n{% set columns = [\n    {\"name\": \"_fivetran_synced\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"created_at\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"friendly_name\", \"datatype\": dbt.type_string()},\n    {\"name\": \"id\", \"datatype\": dbt.type_string()},\n    {\"name\": \"owner_account_id\", \"datatype\": dbt.type_string()},\n    {\"name\": \"status\", \"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_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1732226746.858921, "supported_languages": null}, "macro.twilio_source.get_incoming_phone_number_columns": {"name": "get_incoming_phone_number_columns", "resource_type": "macro", "package_name": "twilio_source", "path": "macros/get_incoming_phone_number_columns.sql", "original_file_path": "macros/get_incoming_phone_number_columns.sql", "unique_id": "macro.twilio_source.get_incoming_phone_number_columns", "macro_sql": "{% macro get_incoming_phone_number_columns() %}\n\n{% set columns = [\n    {\"name\": \"_fivetran_synced\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"account_id\", \"datatype\": dbt.type_string()},\n    {\"name\": \"address_id\", \"datatype\": dbt.type_string()},\n    {\"name\": \"address_requirements\", \"datatype\": dbt.type_string()},\n    {\"name\": \"beta\", \"datatype\": \"boolean\"},\n    {\"name\": \"capabilities_mms\", \"datatype\": \"boolean\"},\n    {\"name\": \"capabilities_sms\", \"datatype\": \"boolean\"},\n    {\"name\": \"capabilities_voice\", \"datatype\": \"boolean\"},\n    {\"name\": \"created_at\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"emergency_address_id\", \"datatype\": dbt.type_string()},\n    {\"name\": \"emergency_status\", \"datatype\": dbt.type_string()},\n    {\"name\": \"friendly_name\", \"datatype\": dbt.type_string()},\n    {\"name\": \"id\", \"datatype\": dbt.type_string()},\n    {\"name\": \"origin\", \"datatype\": dbt.type_string()},\n    {\"name\": \"phone_number\", \"datatype\": dbt.type_string()},\n    {\"name\": \"trunk_id\", \"datatype\": dbt.type_string()},\n    {\"name\": \"updated_at\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"voice_caller_id_lookup\", \"datatype\": \"boolean\"},\n    {\"name\": \"voice_url\", \"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": 1732226746.860086, "supported_languages": null}, "macro.twilio_source.get_message_columns": {"name": "get_message_columns", "resource_type": "macro", "package_name": "twilio_source", "path": "macros/get_message_columns.sql", "original_file_path": "macros/get_message_columns.sql", "unique_id": "macro.twilio_source.get_message_columns", "macro_sql": "{% macro get_message_columns() %}\n\n{% set columns = [\n    {\"name\": \"_fivetran_synced\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"account_id\", \"datatype\": dbt.type_string()},\n    {\"name\": \"body\", \"datatype\": dbt.type_string()},\n    {\"name\": \"created_at\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"date_sent\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"direction\", \"datatype\": dbt.type_string()},\n    {\"name\": \"error_code\", \"datatype\": dbt.type_string()},\n    {\"name\": \"error_message\", \"datatype\": dbt.type_string()},\n    {\"name\": \"id\", \"datatype\": dbt.type_string()},\n    {\"name\": \"messaging_service_sid\", \"datatype\": dbt.type_string()},\n    {\"name\": \"num_media\", \"datatype\": dbt.type_string()},\n    {\"name\": \"num_segments\", \"datatype\": dbt.type_string()},\n    {\"name\": \"price\", \"datatype\": dbt.type_string()},\n    {\"name\": \"price_unit\", \"datatype\": dbt.type_string()},\n    {\"name\": \"status\", \"datatype\": dbt.type_string()},\n    {\"name\": \"updated_at\", \"datatype\": dbt.type_timestamp()},\n] %}\n\n{% if target.type == 'snowflake' %}\n    {{ columns.append({\"name\": \"FROM\", \"datatype\": dbt.type_string(), \"quote\": True, \"alias\": \"message_from\"}) }}\n    {{ columns.append({\"name\": \"TO\", \"datatype\": dbt.type_string(), \"quote\": True, \"alias\": \"message_to\"}) }}\n{% else %}\n    {{ columns.append({\"name\": \"from\", \"datatype\": dbt.type_string(), \"quote\": True, \"alias\": \"message_from\"}) }}\n    {{ columns.append({\"name\": \"to\", \"datatype\": dbt.type_string(), \"quote\": True, \"alias\": \"message_to\"}) }}\n{% endif %}\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": 1732226746.861613, "supported_languages": null}, "macro.twilio_source.get_address_columns": {"name": "get_address_columns", "resource_type": "macro", "package_name": "twilio_source", "path": "macros/get_address_columns.sql", "original_file_path": "macros/get_address_columns.sql", "unique_id": "macro.twilio_source.get_address_columns", "macro_sql": "{% macro get_address_columns() %}\n\n{% set columns = [\n    {\"name\": \"_fivetran_synced\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"account_id\", \"datatype\": dbt.type_string()},\n    {\"name\": \"city\", \"datatype\": dbt.type_string()},\n    {\"name\": \"created_at\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"customer_name\", \"datatype\": dbt.type_string()},\n    {\"name\": \"emergency_enabled\", \"datatype\": \"boolean\"},\n    {\"name\": \"friendly_name\", \"datatype\": dbt.type_string()},\n    {\"name\": \"id\", \"datatype\": dbt.type_string()},\n    {\"name\": \"iso_country\", \"datatype\": dbt.type_string()},\n    {\"name\": \"postal_code\", \"datatype\": dbt.type_string()},\n    {\"name\": \"region\", \"datatype\": dbt.type_string()},\n    {\"name\": \"street\", \"datatype\": dbt.type_string()},\n    {\"name\": \"updated_at\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"validated\", \"datatype\": \"boolean\"},\n    {\"name\": \"verified\", \"datatype\": \"boolean\"}\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": 1732226746.862559, "supported_languages": null}, "macro.twilio_source.get_usage_record_columns": {"name": "get_usage_record_columns", "resource_type": "macro", "package_name": "twilio_source", "path": "macros/get_usage_record_columns.sql", "original_file_path": "macros/get_usage_record_columns.sql", "unique_id": "macro.twilio_source.get_usage_record_columns", "macro_sql": "{% macro get_usage_record_columns() %}\n\n{% set columns = [\n    {\"name\": \"_fivetran_synced\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"account_id\", \"datatype\": dbt.type_string()},\n    {\"name\": \"as_of\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"category\", \"datatype\": dbt.type_string()},\n    {\"name\": \"count\", \"datatype\": dbt.type_string()},\n    {\"name\": \"count_unit\", \"datatype\": dbt.type_string()},\n    {\"name\": \"description\", \"datatype\": dbt.type_string()},\n    {\"name\": \"end_date\", \"datatype\": \"date\"},\n    {\"name\": \"price\", \"datatype\": dbt.type_string()},\n    {\"name\": \"price_unit\", \"datatype\": dbt.type_string()},\n    {\"name\": \"start_date\", \"datatype\": \"date\"},\n    {\"name\": \"usage\", \"datatype\": dbt.type_string()},\n    {\"name\": \"usage_unit\", \"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": 1732226746.8633652, "supported_languages": null}, "macro.spark_utils.get_tables": {"name": "get_tables", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/maintenance_operation.sql", "original_file_path": "macros/maintenance_operation.sql", "unique_id": "macro.spark_utils.get_tables", "macro_sql": "{% macro get_tables(table_regex_pattern='.*') %}\n\n  {% set tables = [] %}\n  {% for database in spark__list_schemas('not_used') %}\n    {% for table in spark__list_relations_without_caching(database[0]) %}\n      {% set db_tablename = database[0] ~ \".\" ~ table[1] %}\n      {% set is_match = modules.re.match(table_regex_pattern, db_tablename) %}\n      {% if is_match %}\n        {% call statement('table_detail', fetch_result=True) -%}\n          describe extended {{ db_tablename }}\n        {% endcall %}\n\n        {% set table_type = load_result('table_detail').table|reverse|selectattr(0, 'in', ('type', 'TYPE', 'Type'))|first %}\n        {% if table_type[1]|lower != 'view' %}\n          {{ tables.append(db_tablename) }}\n        {% endif %}\n      {% endif %}\n    {% endfor %}\n  {% endfor %}\n  {{ return(tables) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1732226746.8665652, "supported_languages": null}, "macro.spark_utils.get_delta_tables": {"name": "get_delta_tables", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/maintenance_operation.sql", "original_file_path": "macros/maintenance_operation.sql", "unique_id": "macro.spark_utils.get_delta_tables", "macro_sql": "{% macro get_delta_tables(table_regex_pattern='.*') %}\n\n  {% set delta_tables = [] %}\n  {% for db_tablename in get_tables(table_regex_pattern) %}\n    {% call statement('table_detail', fetch_result=True) -%}\n      describe extended {{ db_tablename }}\n    {% endcall %}\n\n    {% set table_type = load_result('table_detail').table|reverse|selectattr(0, 'in', ('provider', 'PROVIDER', 'Provider'))|first %}\n    {% if table_type[1]|lower == 'delta' %}\n      {{ delta_tables.append(db_tablename) }}\n    {% endif %}\n  {% endfor %}\n  {{ return(delta_tables) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.get_tables", "macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1732226746.866951, "supported_languages": null}, "macro.spark_utils.get_statistic_columns": {"name": "get_statistic_columns", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/maintenance_operation.sql", "original_file_path": "macros/maintenance_operation.sql", "unique_id": "macro.spark_utils.get_statistic_columns", "macro_sql": "{% macro get_statistic_columns(table) %}\n\n  {% call statement('input_columns', fetch_result=True) %}\n    SHOW COLUMNS IN {{ table }}\n  {% endcall %}\n  {% set input_columns = load_result('input_columns').table %}\n\n  {% set output_columns = [] %}\n  {% for column in input_columns %}\n    {% call statement('column_information', fetch_result=True) %}\n      DESCRIBE TABLE {{ table }} `{{ column[0] }}`\n    {% endcall %}\n    {% if not load_result('column_information').table[1][1].startswith('struct') and not load_result('column_information').table[1][1].startswith('array')  %}\n      {{ output_columns.append('`' ~ column[0] ~ '`') }}\n    {% endif %}\n  {% endfor %}\n  {{ return(output_columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1732226746.867457, "supported_languages": null}, "macro.spark_utils.spark_optimize_delta_tables": {"name": "spark_optimize_delta_tables", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/maintenance_operation.sql", "original_file_path": "macros/maintenance_operation.sql", "unique_id": "macro.spark_utils.spark_optimize_delta_tables", "macro_sql": "{% macro spark_optimize_delta_tables(table_regex_pattern='.*') %}\n\n  {% for table in get_delta_tables(table_regex_pattern) %}\n    {% set start=modules.datetime.datetime.now() %}\n    {% set message_prefix=loop.index ~ \" of \" ~ loop.length %}\n    {{ dbt_utils.log_info(message_prefix ~ \" Optimizing \" ~ table) }}\n    {% do run_query(\"optimize \" ~ table) %}\n    {% set end=modules.datetime.datetime.now() %}\n    {% set total_seconds = (end - start).total_seconds() | round(2)  %}\n    {{ dbt_utils.log_info(message_prefix ~ \" Finished \" ~ table ~ \" in \" ~ total_seconds ~ \"s\") }}\n  {% endfor %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.get_delta_tables", "macro.dbt_utils.log_info", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1732226746.86789, "supported_languages": null}, "macro.spark_utils.spark_vacuum_delta_tables": {"name": "spark_vacuum_delta_tables", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/maintenance_operation.sql", "original_file_path": "macros/maintenance_operation.sql", "unique_id": "macro.spark_utils.spark_vacuum_delta_tables", "macro_sql": "{% macro spark_vacuum_delta_tables(table_regex_pattern='.*') %}\n\n  {% for table in get_delta_tables(table_regex_pattern) %}\n    {% set start=modules.datetime.datetime.now() %}\n    {% set message_prefix=loop.index ~ \" of \" ~ loop.length %}\n    {{ dbt_utils.log_info(message_prefix ~ \" Vacuuming \" ~ table) }}\n    {% do run_query(\"vacuum \" ~ table) %}\n    {% set end=modules.datetime.datetime.now() %}\n    {% set total_seconds = (end - start).total_seconds() | round(2)  %}\n    {{ dbt_utils.log_info(message_prefix ~ \" Finished \" ~ table ~ \" in \" ~ total_seconds ~ \"s\") }}\n  {% endfor %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.get_delta_tables", "macro.dbt_utils.log_info", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1732226746.8683, "supported_languages": null}, "macro.spark_utils.spark_analyze_tables": {"name": "spark_analyze_tables", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/maintenance_operation.sql", "original_file_path": "macros/maintenance_operation.sql", "unique_id": "macro.spark_utils.spark_analyze_tables", "macro_sql": "{% macro spark_analyze_tables(table_regex_pattern='.*') %}\n\n  {% for table in get_tables(table_regex_pattern) %}\n    {% set start=modules.datetime.datetime.now() %}\n    {% set columns = get_statistic_columns(table) | join(',') %}\n    {% set message_prefix=loop.index ~ \" of \" ~ loop.length %}\n    {{ dbt_utils.log_info(message_prefix ~ \" Analyzing \" ~ table) }}\n    {% if columns != '' %}\n      {% do run_query(\"analyze table \" ~ table ~ \" compute statistics for columns \" ~ columns) %}\n    {% endif %}\n    {% set end=modules.datetime.datetime.now() %}\n    {% set total_seconds = (end - start).total_seconds() | round(2)  %}\n    {{ dbt_utils.log_info(message_prefix ~ \" Finished \" ~ table ~ \" in \" ~ total_seconds ~ \"s\") }}\n  {% endfor %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.get_tables", "macro.spark_utils.get_statistic_columns", "macro.dbt_utils.log_info", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1732226746.868811, "supported_languages": null}, "macro.spark_utils.spark__concat": {"name": "spark__concat", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/cross_db_utils/concat.sql", "original_file_path": "macros/dbt_utils/cross_db_utils/concat.sql", "unique_id": "macro.spark_utils.spark__concat", "macro_sql": "{% macro spark__concat(fields) -%}\n    concat({{ fields|join(', ') }})\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1732226746.868913, "supported_languages": null}, "macro.spark_utils.spark__type_numeric": {"name": "spark__type_numeric", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/cross_db_utils/datatypes.sql", "original_file_path": "macros/dbt_utils/cross_db_utils/datatypes.sql", "unique_id": "macro.spark_utils.spark__type_numeric", "macro_sql": "{% macro spark__type_numeric() %}\n    decimal(28, 6)\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1732226746.8689752, "supported_languages": null}, "macro.spark_utils.spark__dateadd": {"name": "spark__dateadd", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/cross_db_utils/dateadd.sql", "original_file_path": "macros/dbt_utils/cross_db_utils/dateadd.sql", "unique_id": "macro.spark_utils.spark__dateadd", "macro_sql": "{% macro spark__dateadd(datepart, interval, from_date_or_timestamp) %}\n\n    {%- set clock_component -%}\n        {# make sure the dates + timestamps are real, otherwise raise an error asap #}\n        to_unix_timestamp({{ spark_utils.assert_not_null('to_timestamp', from_date_or_timestamp) }})\n        - to_unix_timestamp({{ spark_utils.assert_not_null('date', from_date_or_timestamp) }})\n    {%- endset -%}\n\n    {%- if datepart in ['day', 'week'] -%}\n        \n        {%- set multiplier = 7 if datepart == 'week' else 1 -%}\n\n        to_timestamp(\n            to_unix_timestamp(\n                date_add(\n                    {{ spark_utils.assert_not_null('date', from_date_or_timestamp) }},\n                    cast({{interval}} * {{multiplier}} as int)\n                )\n            ) + {{clock_component}}\n        )\n\n    {%- elif datepart in ['month', 'quarter', 'year'] -%}\n    \n        {%- set multiplier -%} \n            {%- if datepart == 'month' -%} 1\n            {%- elif datepart == 'quarter' -%} 3\n            {%- elif datepart == 'year' -%} 12\n            {%- endif -%}\n        {%- endset -%}\n\n        to_timestamp(\n            to_unix_timestamp(\n                add_months(\n                    {{ spark_utils.assert_not_null('date', from_date_or_timestamp) }},\n                    cast({{interval}} * {{multiplier}} as int)\n                )\n            ) + {{clock_component}}\n        )\n\n    {%- elif datepart in ('hour', 'minute', 'second', 'millisecond', 'microsecond') -%}\n    \n        {%- set multiplier -%} \n            {%- if datepart == 'hour' -%} 3600\n            {%- elif datepart == 'minute' -%} 60\n            {%- elif datepart == 'second' -%} 1\n            {%- elif datepart == 'millisecond' -%} (1/1000000)\n            {%- elif datepart == 'microsecond' -%} (1/1000000)\n            {%- endif -%}\n        {%- endset -%}\n\n        to_timestamp(\n            {{ spark_utils.assert_not_null('to_unix_timestamp', from_date_or_timestamp) }}\n            + cast({{interval}} * {{multiplier}} as int)\n        )\n\n    {%- else -%}\n\n        {{ exceptions.raise_compiler_error(\"macro dateadd not implemented for datepart ~ '\" ~ datepart ~ \"' ~ on Spark\") }}\n\n    {%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.assert_not_null"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1732226746.870664, "supported_languages": null}, "macro.spark_utils.spark__datediff": {"name": "spark__datediff", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/cross_db_utils/datediff.sql", "original_file_path": "macros/dbt_utils/cross_db_utils/datediff.sql", "unique_id": "macro.spark_utils.spark__datediff", "macro_sql": "{% macro spark__datediff(first_date, second_date, datepart) %}\n\n    {%- if datepart in ['day', 'week', 'month', 'quarter', 'year'] -%}\n    \n        {# make sure the dates are real, otherwise raise an error asap #}\n        {% set first_date = spark_utils.assert_not_null('date', first_date) %}\n        {% set second_date = spark_utils.assert_not_null('date', second_date) %}\n    \n    {%- endif -%}\n    \n    {%- if datepart == 'day' -%}\n    \n        datediff({{second_date}}, {{first_date}})\n    \n    {%- elif datepart == 'week' -%}\n    \n        case when {{first_date}} < {{second_date}}\n            then floor(datediff({{second_date}}, {{first_date}})/7)\n            else ceil(datediff({{second_date}}, {{first_date}})/7)\n            end\n        \n        -- did we cross a week boundary (Sunday)?\n        + case\n            when {{first_date}} < {{second_date}} and dayofweek({{second_date}}) < dayofweek({{first_date}}) then 1\n            when {{first_date}} > {{second_date}} and dayofweek({{second_date}}) > dayofweek({{first_date}}) then -1\n            else 0 end\n\n    {%- elif datepart == 'month' -%}\n\n        case when {{first_date}} < {{second_date}}\n            then floor(months_between(date({{second_date}}), date({{first_date}})))\n            else ceil(months_between(date({{second_date}}), date({{first_date}})))\n            end\n        \n        -- did we cross a month boundary?\n        + case\n            when {{first_date}} < {{second_date}} and dayofmonth({{second_date}}) < dayofmonth({{first_date}}) then 1\n            when {{first_date}} > {{second_date}} and dayofmonth({{second_date}}) > dayofmonth({{first_date}}) then -1\n            else 0 end\n        \n    {%- elif datepart == 'quarter' -%}\n    \n        case when {{first_date}} < {{second_date}}\n            then floor(months_between(date({{second_date}}), date({{first_date}}))/3)\n            else ceil(months_between(date({{second_date}}), date({{first_date}}))/3)\n            end\n        \n        -- did we cross a quarter boundary?\n        + case\n            when {{first_date}} < {{second_date}} and (\n                (dayofyear({{second_date}}) - (quarter({{second_date}}) * 365/4))\n                < (dayofyear({{first_date}}) - (quarter({{first_date}}) * 365/4))\n            ) then 1\n            when {{first_date}} > {{second_date}} and (\n                (dayofyear({{second_date}}) - (quarter({{second_date}}) * 365/4))\n                > (dayofyear({{first_date}}) - (quarter({{first_date}}) * 365/4))\n            ) then -1\n            else 0 end\n\n    {%- elif datepart == 'year' -%}\n    \n        year({{second_date}}) - year({{first_date}})\n\n    {%- elif datepart in ('hour', 'minute', 'second', 'millisecond', 'microsecond') -%}\n    \n        {%- set divisor -%} \n            {%- if datepart == 'hour' -%} 3600\n            {%- elif datepart == 'minute' -%} 60\n            {%- elif datepart == 'second' -%} 1\n            {%- elif datepart == 'millisecond' -%} (1/1000)\n            {%- elif datepart == 'microsecond' -%} (1/1000000)\n            {%- endif -%}\n        {%- endset -%}\n\n        case when {{first_date}} < {{second_date}}\n            then ceil((\n                {# make sure the timestamps are real, otherwise raise an error asap #}\n                {{ spark_utils.assert_not_null('to_unix_timestamp', spark_utils.assert_not_null('to_timestamp', second_date)) }}\n                - {{ spark_utils.assert_not_null('to_unix_timestamp', spark_utils.assert_not_null('to_timestamp', first_date)) }}\n            ) / {{divisor}})\n            else floor((\n                {{ spark_utils.assert_not_null('to_unix_timestamp', spark_utils.assert_not_null('to_timestamp', second_date)) }}\n                - {{ spark_utils.assert_not_null('to_unix_timestamp', spark_utils.assert_not_null('to_timestamp', first_date)) }}\n            ) / {{divisor}})\n            end\n            \n            {% if datepart == 'millisecond' %}\n                + cast(date_format({{second_date}}, 'SSS') as int)\n                - cast(date_format({{first_date}}, 'SSS') as int)\n            {% endif %}\n            \n            {% if datepart == 'microsecond' %}    \n                {% set capture_str = '[0-9]{4}-[0-9]{2}-[0-9]{2}.[0-9]{2}:[0-9]{2}:[0-9]{2}.([0-9]{6})' %}\n                -- Spark doesn't really support microseconds, so this is a massive hack!\n                -- It will only work if the timestamp-string is of the format\n                -- 'yyyy-MM-dd-HH mm.ss.SSSSSS'\n                + cast(regexp_extract({{second_date}}, '{{capture_str}}', 1) as int)\n                - cast(regexp_extract({{first_date}}, '{{capture_str}}', 1) as int)    \n            {% endif %}\n\n    {%- else -%}\n\n        {{ exceptions.raise_compiler_error(\"macro datediff not implemented for datepart ~ '\" ~ datepart ~ \"' ~ on Spark\") }}\n\n    {%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.assert_not_null"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1732226746.874959, "supported_languages": null}, "macro.spark_utils.spark__current_timestamp": {"name": "spark__current_timestamp", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/cross_db_utils/current_timestamp.sql", "original_file_path": "macros/dbt_utils/cross_db_utils/current_timestamp.sql", "unique_id": "macro.spark_utils.spark__current_timestamp", "macro_sql": "{% macro spark__current_timestamp() %}\n    current_timestamp()\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1732226746.87504, "supported_languages": null}, "macro.spark_utils.spark__current_timestamp_in_utc": {"name": "spark__current_timestamp_in_utc", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/cross_db_utils/current_timestamp.sql", "original_file_path": "macros/dbt_utils/cross_db_utils/current_timestamp.sql", "unique_id": "macro.spark_utils.spark__current_timestamp_in_utc", "macro_sql": "{% macro spark__current_timestamp_in_utc() %}\n    unix_timestamp()\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1732226746.875084, "supported_languages": null}, "macro.spark_utils.spark__split_part": {"name": "spark__split_part", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/cross_db_utils/split_part.sql", "original_file_path": "macros/dbt_utils/cross_db_utils/split_part.sql", "unique_id": "macro.spark_utils.spark__split_part", "macro_sql": "{% macro spark__split_part(string_text, delimiter_text, part_number) %}\n\n    {% set delimiter_expr %}\n    \n        -- escape if starts with a special character\n        case when regexp_extract({{ delimiter_text }}, '([^A-Za-z0-9])(.*)', 1) != '_'\n            then concat('\\\\', {{ delimiter_text }})\n            else {{ delimiter_text }} end\n    \n    {% endset %}\n\n    {% set split_part_expr %}\n    \n    split(\n        {{ string_text }},\n        {{ delimiter_expr }}\n        )[({{ part_number - 1 }})]\n    \n    {% endset %}\n    \n    {{ return(split_part_expr) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1732226746.875409, "supported_languages": null}, "macro.spark_utils.spark__get_relations_by_pattern": {"name": "spark__get_relations_by_pattern", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/sql/get_relations_by_prefix.sql", "original_file_path": "macros/dbt_utils/sql/get_relations_by_prefix.sql", "unique_id": "macro.spark_utils.spark__get_relations_by_pattern", "macro_sql": "{% macro spark__get_relations_by_pattern(schema_pattern, table_pattern, exclude='', database=target.database) %}\n\n    {%- call statement('get_tables', fetch_result=True) %}\n\n        show table extended in {{ schema_pattern }} like '{{ table_pattern }}'\n\n    {%- endcall -%}\n\n    {%- set table_list = load_result('get_tables') -%}\n\n    {%- if table_list and table_list['table'] -%}\n    {%- set tbl_relations = [] -%}\n    {%- for row in table_list['table'] -%}\n        {%- set tbl_relation = api.Relation.create(\n            database=None,\n            schema=row[0],\n            identifier=row[1],\n            type=('view' if 'Type: VIEW' in row[3] else 'table')\n        ) -%}\n        {%- do tbl_relations.append(tbl_relation) -%}\n    {%- endfor -%}\n\n    {{ return(tbl_relations) }}\n    {%- else -%}\n    {{ return([]) }}\n    {%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1732226746.876332, "supported_languages": null}, "macro.spark_utils.spark__get_relations_by_prefix": {"name": "spark__get_relations_by_prefix", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/sql/get_relations_by_prefix.sql", "original_file_path": "macros/dbt_utils/sql/get_relations_by_prefix.sql", "unique_id": "macro.spark_utils.spark__get_relations_by_prefix", "macro_sql": "{% macro spark__get_relations_by_prefix(schema_pattern, table_pattern, exclude='', database=target.database) %}\n    {% set table_pattern = table_pattern ~ '*' %}\n    {{ return(spark_utils.spark__get_relations_by_pattern(schema_pattern, table_pattern, exclude='', database=target.database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.spark__get_relations_by_pattern"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1732226746.876524, "supported_languages": null}, "macro.spark_utils.spark__get_tables_by_pattern": {"name": "spark__get_tables_by_pattern", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/sql/get_relations_by_prefix.sql", "original_file_path": "macros/dbt_utils/sql/get_relations_by_prefix.sql", "unique_id": "macro.spark_utils.spark__get_tables_by_pattern", "macro_sql": "{% macro spark__get_tables_by_pattern(schema_pattern, table_pattern, exclude='', database=target.database) %}\n    {{ return(spark_utils.spark__get_relations_by_pattern(schema_pattern, table_pattern, exclude='', database=target.database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.spark__get_relations_by_pattern"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1732226746.87668, "supported_languages": null}, "macro.spark_utils.spark__get_tables_by_prefix": {"name": "spark__get_tables_by_prefix", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/sql/get_relations_by_prefix.sql", "original_file_path": "macros/dbt_utils/sql/get_relations_by_prefix.sql", "unique_id": "macro.spark_utils.spark__get_tables_by_prefix", "macro_sql": "{% macro spark__get_tables_by_prefix(schema_pattern, table_pattern, exclude='', database=target.database) %}\n    {{ return(spark_utils.spark__get_relations_by_prefix(schema_pattern, table_pattern, exclude='', database=target.database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.spark__get_relations_by_prefix"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1732226746.876831, "supported_languages": null}, "macro.spark_utils.assert_not_null": {"name": "assert_not_null", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/etc/assert_not_null.sql", "original_file_path": "macros/etc/assert_not_null.sql", "unique_id": "macro.spark_utils.assert_not_null", "macro_sql": "{% macro assert_not_null(function, arg) -%}\n  {{ return(adapter.dispatch('assert_not_null', 'spark_utils')(function, arg)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.spark_utils.default__assert_not_null"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1732226746.877015, "supported_languages": null}, "macro.spark_utils.default__assert_not_null": {"name": "default__assert_not_null", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/etc/assert_not_null.sql", "original_file_path": "macros/etc/assert_not_null.sql", "unique_id": "macro.spark_utils.default__assert_not_null", "macro_sql": "{% macro default__assert_not_null(function, arg) %}\n\n    coalesce({{function}}({{arg}}), nvl2({{function}}({{arg}}), assert_true({{function}}({{arg}}) is not null), null))\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1732226746.877125, "supported_languages": null}, "macro.spark_utils.spark__convert_timezone": {"name": "spark__convert_timezone", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/snowplow/convert_timezone.sql", "original_file_path": "macros/snowplow/convert_timezone.sql", "unique_id": "macro.spark_utils.spark__convert_timezone", "macro_sql": "{% macro spark__convert_timezone(in_tz, out_tz, in_timestamp) %}\n    from_utc_timestamp(to_utc_timestamp({{in_timestamp}}, {{in_tz}}), {{out_tz}})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1732226746.8772411, "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": 1732226746.87746, "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": 1732226746.878037, "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": 1732226746.878131, "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": 1732226746.878221, "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": 1732226746.878313, "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": 1732226746.878408, "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": 1732226746.8785028, "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": 1732226746.8789492, "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": 1732226746.8793118, "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": 1732226746.8801138, "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": 1732226746.880256, "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": 1732226746.8804018, "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": 1732226746.8805382, "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": 1732226746.8806772, "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": 1732226746.880886, "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": 1732226746.881037, "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": 1732226746.8811781, "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": 1732226746.8813708, "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": 1732226746.88143, "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": 1732226746.8814888, "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": 1732226746.8815439, "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": 1732226746.881752, "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": 1732226746.882178, "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": 1732226746.882733, "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": 1732226746.883065, "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": 1732226746.883513, "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": 1732226746.8838148, "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": 1732226746.88389, "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": 1732226746.8839629, "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": 1732226746.884035, "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": 1732226746.8841128, "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": 1732226746.885925, "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": 1732226746.8860211, "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": 1732226746.886111, "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": 1732226746.886197, "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": 1732226746.887171, "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": 1732226746.8877382, "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": 1732226746.887817, "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]*)$' then trim({{field}})\n        else null\n    end::{{type}}\n\n{% else %}\n    {{ exceptions.raise_compiler_error(\n            \"non-numeric datatypes are not currently supported\") }}\n\n{% endif %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1732226746.88797, "supported_languages": null}, "macro.fivetran_utils.postgres__try_cast": {"name": "postgres__try_cast", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/try_cast.sql", "original_file_path": "macros/try_cast.sql", "unique_id": "macro.fivetran_utils.postgres__try_cast", "macro_sql": "{% macro postgres__try_cast(field, type) %}\n{%- if type == 'numeric' -%}\n\n    case\n        when replace(cast({{field}} as varchar),cast(' ' as varchar),cast('' as varchar)) ~ '^(0|[1-9][0-9]*)$' \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": 1732226746.888133, "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": 1732226746.8882072, "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": 1732226746.8882759, "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": 1732226746.888344, "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": 1732226746.8884108, "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": 1732226746.8886988, "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": 1732226746.889032, "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": 1732226746.8893282, "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": 1732226746.889445, "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": 1732226746.889573, "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": 1732226746.889718, "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": 1732226746.8903391, "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": 1732226746.892649, "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": 1732226746.892908, "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": 1732226746.893117, "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": 1732226746.894037, "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": 1732226746.89437, "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": 1732226746.894709, "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": 1732226746.894798, "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": 1732226746.894884, "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": 1732226746.8949802, "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": 1732226746.895069, "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": 1732226746.8951511, "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": 1732226746.895647, "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": 1732226746.896328, "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": 1732226746.896757, "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": 1732226746.8968499, "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": 1732226746.896939, "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": 1732226746.8970308, "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": 1732226746.897123, "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": 1732226746.8972218, "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": 1732226746.89737, "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": 1732226746.897432, "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": 1732226746.897492, "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": 1732226746.897859, "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": 1732226746.898655, "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": 1732226746.8987641, "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": 1732226746.899301, "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": 1732226746.9014888, "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": 1732226746.90412, "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": 1732226746.904962, "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": 1732226746.905177, "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": 1732226746.905262, "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": 1732226746.905375, "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": 1732226746.9055748, "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": 1732226746.90564, "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": 1732226746.905717, "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": 1732226746.905778, "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": 1732226746.905834, "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": 1732226746.905987, "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": 1732226746.906046, "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": 1732226746.906104, "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": 1732226746.906338, "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": 1732226746.906562, "supported_languages": null}}, "docs": {"doc.dbt.__overview__": {"name": "__overview__", "resource_type": "doc", "package_name": "dbt", "path": "overview.md", "original_file_path": "docs/overview.md", "unique_id": "doc.dbt.__overview__", "block_contents": "### Welcome!\n\nWelcome to the auto-generated documentation for your dbt project!\n\n### Navigation\n\nYou can use the `Project` and `Database` navigation tabs on the left side of the window to explore the models\nin your project.\n\n#### Project Tab\nThe `Project` tab mirrors the directory structure of your dbt project. In this tab, you can see all of the\nmodels defined in your dbt project, as well as models imported from dbt packages.\n\n#### Database Tab\nThe `Database` tab also exposes your models, but in a format that looks more like a database explorer. This view\nshows relations (tables and views) grouped into database schemas. Note that ephemeral models are _not_ shown\nin this interface, as they do not exist in the database.\n\n### Graph Exploration\nYou can click the blue icon on the bottom-right corner of the page to view the lineage graph of your models.\n\nOn model pages, you'll see the immediate parents and children of the model you're exploring. By clicking the `Expand`\nbutton at the top-right of this lineage pane, you'll be able to see all of the models that are used to build,\nor are built from, the model you're exploring.\n\nOnce expanded, you'll be able to use the `--select` and `--exclude` model selection syntax to filter the\nmodels in the graph. For more information on model selection, check out the [dbt docs](https://docs.getdbt.com/docs/model-selection-syntax).\n\nNote that you can also right-click on models to interactively filter and explore the graph.\n\n---\n\n### More information\n\n- [What is dbt](https://docs.getdbt.com/docs/introduction)?\n- Read the [dbt viewpoint](https://docs.getdbt.com/docs/viewpoint)\n- [Installation](https://docs.getdbt.com/docs/installation)\n- Join the [dbt Community](https://www.getdbt.com/community/) for questions and discussion"}}, "exposures": {}, "metrics": {}, "groups": {}, "selectors": {}, "disabled": {"seed.twilio_integration_tests.twilio_message_data_snowflake": [{"database": "postgres", "schema": "twilio_integration_tests_1", "name": "twilio_message_data_snowflake", "resource_type": "seed", "package_name": "twilio_integration_tests", "path": "twilio_message_data_snowflake.csv", "original_file_path": "seeds/twilio_message_data_snowflake.csv", "unique_id": 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"meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"column_types": {"to": "{{ 'string' if target.type in ['bigquery', 'spark', 'databricks'] else 'varchar' }}", "from": "{{ 'string' if target.type in ['bigquery', 'spark', 'databricks'] else 'varchar' }}", "forwarded_from": "{{ 'string' if target.type in ['bigquery', 'spark', 'databricks'] else 'varchar' }}", "phone_number": "{{ 'string' if target.type in ['bigquery', 'spark', 'databricks'] else 'varchar' }}", "friendly_name": "{{ 'string' if target.type in ['bigquery', 'spark', 'databricks'] else 'varchar' }}"}, "enabled": "{{ true if target.type == 'snowflake' else false }}", "alias": "twilio_message_data"}, "created_at": 1732226747.091941, "config_call_dict": {}, "relation_name": "\"postgres\".\"twilio_integration_tests_1\".\"twilio_message_data\"", "raw_code": "", "root_path": 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"test.twilio_source.not_null_stg_twilio__messaging_service_account_id.f46a18a677": ["model.twilio_source.stg_twilio__messaging_service"], "test.twilio_source.dbt_utils_unique_combination_of_columns_stg_twilio__messaging_service_account_id__messaging_service_id.2de8528f3d": ["model.twilio_source.stg_twilio__messaging_service"], "test.twilio_source.unique_stg_twilio__outgoing_caller_id_outgoing_caller_id.0e55c1c2ea": ["model.twilio_source.stg_twilio__outgoing_caller_id"], "test.twilio_source.not_null_stg_twilio__outgoing_caller_id_outgoing_caller_id.de6e667878": ["model.twilio_source.stg_twilio__outgoing_caller_id"], "test.twilio_source.not_null_stg_twilio__usage_record_account_id.8b387072fd": ["model.twilio_source.stg_twilio__usage_record"], "test.twilio_source.not_null_stg_twilio__usage_record_category.e6d57544df": ["model.twilio_source.stg_twilio__usage_record"], "test.twilio_source.not_null_stg_twilio__usage_record_end_date.0f8fc2406e": ["model.twilio_source.stg_twilio__usage_record"], "test.twilio_source.not_null_stg_twilio__usage_record_start_date.a73353be1b": ["model.twilio_source.stg_twilio__usage_record"], "test.twilio_source.dbt_utils_unique_combination_of_columns_stg_twilio__usage_record_category__start_date__end_date__account_id.3782e14f70": ["model.twilio_source.stg_twilio__usage_record"], "test.twilio.unique_twilio__number_overview_phone_number.3edf30e4ae": ["model.twilio.twilio__number_overview"], "test.twilio.not_null_twilio__number_overview_phone_number.baa4731adf": ["model.twilio.twilio__number_overview"], "test.twilio.unique_twilio__message_enhanced_message_id.715528efa4": ["model.twilio.twilio__message_enhanced"], "test.twilio.not_null_twilio__message_enhanced_message_id.970ba0a457": ["model.twilio.twilio__message_enhanced"], "test.twilio.not_null_twilio__account_overview_account_id.8981fee2f5": ["model.twilio.twilio__account_overview"], "test.twilio.not_null_twilio__account_overview_date_day.fe10c23e08": ["model.twilio.twilio__account_overview"], "test.twilio.dbt_utils_unique_combination_of_columns_twilio__account_overview_account_id__date_day.f43ddc7113": ["model.twilio.twilio__account_overview"], "source.twilio_source.twilio.account_history": [], "source.twilio_source.twilio.address": [], "source.twilio_source.twilio.call": [], "source.twilio_source.twilio.incoming_phone_number": [], "source.twilio_source.twilio.message": [], "source.twilio_source.twilio.messaging_service": [], "source.twilio_source.twilio.outgoing_caller_id": [], "source.twilio_source.twilio.usage_record": []}, "child_map": {"seed.twilio_integration_tests.twilio_account_history_data": [], "seed.twilio_integration_tests.twilio_message_data": [], "seed.twilio_integration_tests.twilio_outgoing_caller_id_data": [], "seed.twilio_integration_tests.twilio_incoming_phone_number_data": [], "seed.twilio_integration_tests.twilio_messaging_service_data": [], "seed.twilio_integration_tests.twilio_call_data": [], "seed.twilio_integration_tests.twilio_usage_record_data": [], "seed.twilio_integration_tests.twilio_address_data": [], "model.twilio_source.stg_twilio__call": ["test.twilio_source.not_null_stg_twilio__call_call_id.b1c7afdc81", "test.twilio_source.unique_stg_twilio__call_call_id.4a911440b6"], "model.twilio_source.stg_twilio__messaging_service": ["model.twilio.twilio__message_enhanced", "test.twilio_source.dbt_utils_unique_combination_of_columns_stg_twilio__messaging_service_account_id__messaging_service_id.2de8528f3d", "test.twilio_source.not_null_stg_twilio__messaging_service_account_id.f46a18a677", "test.twilio_source.not_null_stg_twilio__messaging_service_messaging_service_id.c7032fe946"], "model.twilio_source.stg_twilio__account_history": ["model.twilio.twilio__account_overview", "test.twilio_source.dbt_utils_unique_combination_of_columns_stg_twilio__account_history_account_id__updated_at.0bcbfc5896", "test.twilio_source.not_null_stg_twilio__account_history_account_id.9d783e8ba5", "test.twilio_source.not_null_stg_twilio__account_history_updated_at.d6e6f7f215"], "model.twilio_source.stg_twilio__message": ["model.twilio.int_twilio__messages", "test.twilio_source.dbt_utils_unique_combination_of_columns_stg_twilio__message_account_id__message_id__messaging_service_id.2696e90a8e", "test.twilio_source.not_null_stg_twilio__message_account_id.4e63c023d2", "test.twilio_source.not_null_stg_twilio__message_message_id.bc1b8551d4"], "model.twilio_source.stg_twilio__usage_record": ["model.twilio.twilio__account_overview", "test.twilio_source.dbt_utils_unique_combination_of_columns_stg_twilio__usage_record_category__start_date__end_date__account_id.3782e14f70", "test.twilio_source.not_null_stg_twilio__usage_record_account_id.8b387072fd", "test.twilio_source.not_null_stg_twilio__usage_record_category.e6d57544df", "test.twilio_source.not_null_stg_twilio__usage_record_end_date.0f8fc2406e", "test.twilio_source.not_null_stg_twilio__usage_record_start_date.a73353be1b"], "model.twilio_source.stg_twilio__outgoing_caller_id": ["test.twilio_source.not_null_stg_twilio__outgoing_caller_id_outgoing_caller_id.de6e667878", "test.twilio_source.unique_stg_twilio__outgoing_caller_id_outgoing_caller_id.0e55c1c2ea"], "model.twilio_source.stg_twilio__address": ["test.twilio_source.not_null_stg_twilio__address_address_id.88b6a635a6", "test.twilio_source.unique_stg_twilio__address_address_id.4629d76478"], "model.twilio_source.stg_twilio__incoming_phone_number": ["test.twilio_source.not_null_stg_twilio__incoming_phone_number_incoming_phone_number_id.9a63d01724", "test.twilio_source.unique_stg_twilio__incoming_phone_number_incoming_phone_number_id.d6eb15efc6"], "model.twilio_source.stg_twilio__call_tmp": ["model.twilio_source.stg_twilio__call"], "model.twilio_source.stg_twilio__usage_record_tmp": ["model.twilio_source.stg_twilio__usage_record"], "model.twilio_source.stg_twilio__messaging_service_tmp": ["model.twilio_source.stg_twilio__messaging_service"], "model.twilio_source.stg_twilio__incoming_phone_number_tmp": ["model.twilio_source.stg_twilio__incoming_phone_number"], "model.twilio_source.stg_twilio__address_tmp": ["model.twilio_source.stg_twilio__address"], "model.twilio_source.stg_twilio__message_tmp": ["model.twilio_source.stg_twilio__message"], "model.twilio_source.stg_twilio__outgoing_caller_id_tmp": ["model.twilio_source.stg_twilio__outgoing_caller_id"], "model.twilio_source.stg_twilio__account_history_tmp": ["model.twilio_source.stg_twilio__account_history"], "model.twilio.twilio__account_overview": ["test.twilio.dbt_utils_unique_combination_of_columns_twilio__account_overview_account_id__date_day.f43ddc7113", "test.twilio.not_null_twilio__account_overview_account_id.8981fee2f5", "test.twilio.not_null_twilio__account_overview_date_day.fe10c23e08"], "model.twilio.twilio__number_overview": ["test.twilio.not_null_twilio__number_overview_phone_number.baa4731adf", "test.twilio.unique_twilio__number_overview_phone_number.3edf30e4ae"], "model.twilio.twilio__message_enhanced": ["test.twilio.not_null_twilio__message_enhanced_message_id.970ba0a457", "test.twilio.unique_twilio__message_enhanced_message_id.715528efa4"], "model.twilio.int_twilio__messages": ["model.twilio.twilio__account_overview", "model.twilio.twilio__message_enhanced", "model.twilio.twilio__number_overview"], "test.twilio_source.not_null_stg_twilio__account_history_account_id.9d783e8ba5": [], "test.twilio_source.not_null_stg_twilio__account_history_updated_at.d6e6f7f215": [], "test.twilio_source.dbt_utils_unique_combination_of_columns_stg_twilio__account_history_account_id__updated_at.0bcbfc5896": [], "test.twilio_source.unique_stg_twilio__address_address_id.4629d76478": [], "test.twilio_source.not_null_stg_twilio__address_address_id.88b6a635a6": [], "test.twilio_source.unique_stg_twilio__call_call_id.4a911440b6": [], "test.twilio_source.not_null_stg_twilio__call_call_id.b1c7afdc81": [], "test.twilio_source.unique_stg_twilio__incoming_phone_number_incoming_phone_number_id.d6eb15efc6": [], "test.twilio_source.not_null_stg_twilio__incoming_phone_number_incoming_phone_number_id.9a63d01724": [], "test.twilio_source.not_null_stg_twilio__message_message_id.bc1b8551d4": [], "test.twilio_source.not_null_stg_twilio__message_account_id.4e63c023d2": [], "test.twilio_source.dbt_utils_unique_combination_of_columns_stg_twilio__message_account_id__message_id__messaging_service_id.2696e90a8e": [], "test.twilio_source.not_null_stg_twilio__messaging_service_messaging_service_id.c7032fe946": [], "test.twilio_source.not_null_stg_twilio__messaging_service_account_id.f46a18a677": [], "test.twilio_source.dbt_utils_unique_combination_of_columns_stg_twilio__messaging_service_account_id__messaging_service_id.2de8528f3d": [], "test.twilio_source.unique_stg_twilio__outgoing_caller_id_outgoing_caller_id.0e55c1c2ea": [], "test.twilio_source.not_null_stg_twilio__outgoing_caller_id_outgoing_caller_id.de6e667878": [], "test.twilio_source.not_null_stg_twilio__usage_record_account_id.8b387072fd": [], "test.twilio_source.not_null_stg_twilio__usage_record_category.e6d57544df": [], "test.twilio_source.not_null_stg_twilio__usage_record_end_date.0f8fc2406e": [], "test.twilio_source.not_null_stg_twilio__usage_record_start_date.a73353be1b": [], "test.twilio_source.dbt_utils_unique_combination_of_columns_stg_twilio__usage_record_category__start_date__end_date__account_id.3782e14f70": [], "test.twilio.unique_twilio__number_overview_phone_number.3edf30e4ae": [], "test.twilio.not_null_twilio__number_overview_phone_number.baa4731adf": [], "test.twilio.unique_twilio__message_enhanced_message_id.715528efa4": [], "test.twilio.not_null_twilio__message_enhanced_message_id.970ba0a457": [], "test.twilio.not_null_twilio__account_overview_account_id.8981fee2f5": [], "test.twilio.not_null_twilio__account_overview_date_day.fe10c23e08": [], "test.twilio.dbt_utils_unique_combination_of_columns_twilio__account_overview_account_id__date_day.f43ddc7113": [], "source.twilio_source.twilio.account_history": ["model.twilio_source.stg_twilio__account_history_tmp"], "source.twilio_source.twilio.address": ["model.twilio_source.stg_twilio__address_tmp"], "source.twilio_source.twilio.call": ["model.twilio_source.stg_twilio__call_tmp"], "source.twilio_source.twilio.incoming_phone_number": ["model.twilio_source.stg_twilio__incoming_phone_number_tmp"], "source.twilio_source.twilio.message": ["model.twilio_source.stg_twilio__message_tmp"], "source.twilio_source.twilio.messaging_service": ["model.twilio_source.stg_twilio__messaging_service_tmp"], "source.twilio_source.twilio.outgoing_caller_id": ["model.twilio_source.stg_twilio__outgoing_caller_id_tmp"], "source.twilio_source.twilio.usage_record": ["model.twilio_source.stg_twilio__usage_record_tmp"]}, "group_map": {}, "saved_queries": {}, "semantic_models": {}}
\ No newline at end of file
diff --git a/docs/run_results.json b/docs/run_results.json
deleted file mode 100644
index 996276b..0000000
--- a/docs/run_results.json
+++ /dev/null
@@ -1 +0,0 @@
-{"metadata": {"dbt_schema_version": "https://schemas.getdbt.com/dbt/run-results/v5.json", "dbt_version": "1.7.9", "generated_at": "2024-07-15T16:48:42.498762Z", "invocation_id": "e8ce4316-d9b3-461b-a2bd-704a4cb0440f", "env": {}}, "results": [{"status": "success", "timing": [{"name": "compile", "started_at": "2024-07-15T16:48:40.450245Z", "completed_at": "2024-07-15T16:48:40.811133Z"}, {"name": "execute", "started_at": "2024-07-15T16:48:40.812801Z", "completed_at": "2024-07-15T16:48:40.812842Z"}], "thread_id": "Thread-3 (worker)", "execution_time": 0.3921089172363281, "adapter_response": {}, "message": null, "failures": null, "unique_id": "model.twilio_source.stg_twilio__call_tmp", "compiled": true, "compiled_code": "--To disable this model, set the using_twilio_call variable within your dbt_project.yml file to False.\n\n\nselect `id`,\n  `_fivetran_synced`,\n  `account_id`,\n  `annotation`,\n  `answered_by`,\n  `caller_name`,\n  `created_at`,\n  `direction`,\n  `duration`,\n  `end_time`,\n  `forwarded_from`,\n  `from`,\n  `from_formatted`,\n  `group_id`,\n  `outgoing_caller_id`,\n  `parent_call_id`,\n  `price`,\n  `price_unit`,\n  `queue_time`,\n  `start_time`,\n  `status`,\n  `to`,\n  `to_formatted`,\n  `trunk_id`,\n  `updated_at`\nfrom `dbt-package-testing`.`twilio_new`.`call`", "relation_name": "`dbt-package-testing`.`zz_dbt_renee_twilio_source`.`stg_twilio__call_tmp`"}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-07-15T16:48:40.426476Z", "completed_at": "2024-07-15T16:48:40.878155Z"}, {"name": "execute", "started_at": "2024-07-15T16:48:40.879192Z", "completed_at": "2024-07-15T16:48:40.879212Z"}], "thread_id": "Thread-1 (worker)", "execution_time": 0.4605238437652588, "adapter_response": {}, "message": null, "failures": null, "unique_id": "model.twilio_source.stg_twilio__account_history_tmp", "compiled": true, "compiled_code": "select `id`,\n  `updated_at`,\n  `_fivetran_synced`,\n  `created_at`,\n  `friendly_name`,\n  `owner_account_id`,\n  `status`,\n  `type`\nfrom `dbt-package-testing`.`twilio_new`.`account_history`", "relation_name": "`dbt-package-testing`.`zz_dbt_renee_twilio_source`.`stg_twilio__account_history_tmp`"}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-07-15T16:48:40.447641Z", "completed_at": "2024-07-15T16:48:40.892774Z"}, {"name": "execute", "started_at": "2024-07-15T16:48:40.893825Z", "completed_at": "2024-07-15T16:48:40.893843Z"}], "thread_id": "Thread-2 (worker)", "execution_time": 0.47354793548583984, "adapter_response": {}, "message": null, "failures": null, "unique_id": "model.twilio_source.stg_twilio__address_tmp", "compiled": true, "compiled_code": "select `id`,\n  `_fivetran_synced`,\n  `account_id`,\n  `city`,\n  `created_at`,\n  `customer_name`,\n  `emergency_enabled`,\n  `friendly_name`,\n  `iso_country`,\n  `postal_code`,\n  `region`,\n  `street`,\n  `updated_at`,\n  `validated`,\n  `verified`\nfrom `dbt-package-testing`.`twilio_new`.`address`", "relation_name": "`dbt-package-testing`.`zz_dbt_renee_twilio_source`.`stg_twilio__address_tmp`"}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-07-15T16:48:40.453266Z", "completed_at": "2024-07-15T16:48:40.910112Z"}, {"name": "execute", "started_at": "2024-07-15T16:48:40.910611Z", "completed_at": "2024-07-15T16:48:40.910618Z"}], "thread_id": "Thread-4 (worker)", "execution_time": 0.48796916007995605, "adapter_response": {}, "message": null, "failures": null, "unique_id": "model.twilio_source.stg_twilio__incoming_phone_number_tmp", "compiled": true, "compiled_code": "select `id`,\n  `_fivetran_synced`,\n  `account_id`,\n  `address_id`,\n  `address_requirements`,\n  `beta`,\n  `capabilities_mms`,\n  `capabilities_sms`,\n  `capabilities_voice`,\n  `created_at`,\n  `emergency_address_id`,\n  `emergency_status`,\n  `friendly_name`,\n  `origin`,\n  `phone_number`,\n  `trunk_id`,\n  `updated_at`,\n  `voice_caller_id_lookup`,\n  `voice_url`\nfrom `dbt-package-testing`.`twilio_new`.`incoming_phone_number`", "relation_name": "`dbt-package-testing`.`zz_dbt_renee_twilio_source`.`stg_twilio__incoming_phone_number_tmp`"}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-07-15T16:48:40.817786Z", "completed_at": "2024-07-15T16:48:41.188716Z"}, {"name": "execute", "started_at": "2024-07-15T16:48:41.190900Z", "completed_at": "2024-07-15T16:48:41.190921Z"}], "thread_id": "Thread-3 (worker)", "execution_time": 0.3765530586242676, "adapter_response": {}, "message": null, "failures": null, "unique_id": "model.twilio_source.stg_twilio__message_tmp", "compiled": true, "compiled_code": "select `id`,\n  `_fivetran_synced`,\n  `account_id`,\n  `body`,\n  `created_at`,\n  `date_sent`,\n  `direction`,\n  `error_code`,\n  `error_message`,\n  `from`,\n  `messaging_service_sid`,\n  `num_media`,\n  `num_segments`,\n  `price`,\n  `price_unit`,\n  `status`,\n  `to`,\n  `updated_at`\nfrom `dbt-package-testing`.`twilio_new`.`message`", "relation_name": "`dbt-package-testing`.`zz_dbt_renee_twilio_source`.`stg_twilio__message_tmp`"}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-07-15T16:48:40.895962Z", "completed_at": "2024-07-15T16:48:41.274779Z"}, {"name": "execute", "started_at": "2024-07-15T16:48:41.276273Z", "completed_at": "2024-07-15T16:48:41.276286Z"}], "thread_id": "Thread-2 (worker)", "execution_time": 0.3827378749847412, "adapter_response": {}, "message": null, "failures": null, "unique_id": "model.twilio_source.stg_twilio__outgoing_caller_id_tmp", "compiled": true, "compiled_code": "select `id`,\n  `_fivetran_synced`,\n  `created_at`,\n  `friendly_name`,\n  `phone_number`,\n  `updated_at`\nfrom `dbt-package-testing`.`twilio_new`.`outgoing_caller_id`", "relation_name": "`dbt-package-testing`.`zz_dbt_renee_twilio_source`.`stg_twilio__outgoing_caller_id_tmp`"}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-07-15T16:48:40.912397Z", "completed_at": "2024-07-15T16:48:41.288277Z"}, {"name": "execute", "started_at": "2024-07-15T16:48:41.289483Z", "completed_at": "2024-07-15T16:48:41.289491Z"}], "thread_id": "Thread-4 (worker)", "execution_time": 0.3782358169555664, "adapter_response": {}, "message": null, "failures": null, "unique_id": "model.twilio_source.stg_twilio__usage_record_tmp", "compiled": true, "compiled_code": "select `account_id`,\n  `category`,\n  `end_date`,\n  `start_date`,\n  `_fivetran_synced`,\n  `as_of`,\n  `count`,\n  `count_unit`,\n  `description`,\n  `price`,\n  `price_unit`,\n  `usage`,\n  `usage_unit`\nfrom `dbt-package-testing`.`twilio_new`.`usage_record`", "relation_name": "`dbt-package-testing`.`zz_dbt_renee_twilio_source`.`stg_twilio__usage_record_tmp`"}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-07-15T16:48:40.882161Z", "completed_at": "2024-07-15T16:48:41.300951Z"}, {"name": "execute", "started_at": "2024-07-15T16:48:41.301473Z", "completed_at": "2024-07-15T16:48:41.301481Z"}], "thread_id": "Thread-1 (worker)", "execution_time": 0.42132997512817383, "adapter_response": {}, "message": null, "failures": null, "unique_id": "model.twilio_source.stg_twilio__messaging_service_tmp", "compiled": true, "compiled_code": "--To disable this model, set the using_twilio_messaging_service variable within your dbt_project.yml file to False.\n\n\nselect `id`,\n  `_fivetran_deleted`,\n  `_fivetran_synced`,\n  `account_id`,\n  `area_code_geomatch`,\n  `created_at`,\n  `fallback_method`,\n  `fallback_to_long_code`,\n  `fallback_url`,\n  `friendly_name`,\n  `inbound_method`,\n  `inbound_request_url`,\n  `mms_converter`,\n  `scan_message_content`,\n  `smart_encoding`,\n  `status_callback`,\n  `sticky_sender`,\n  `synchronous_validation`,\n  `updated_at`,\n  `us_app_to_person_registered`,\n  `use_inbound_webhook_on_number`,\n  `usecase`,\n  `validity_period`\nfrom `dbt-package-testing`.`twilio_new`.`messaging_service`", "relation_name": "`dbt-package-testing`.`zz_dbt_renee_twilio_source`.`stg_twilio__messaging_service_tmp`"}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-07-15T16:48:41.291660Z", "completed_at": "2024-07-15T16:48:41.857620Z"}, {"name": "execute", "started_at": "2024-07-15T16:48:41.859512Z", "completed_at": "2024-07-15T16:48:41.859520Z"}], "thread_id": "Thread-4 (worker)", "execution_time": 0.5698158740997314, "adapter_response": {}, "message": null, "failures": null, "unique_id": "model.twilio_source.stg_twilio__address", "compiled": true, "compiled_code": "with base as (\n\n    select * \n    from `dbt-package-testing`.`zz_dbt_renee_twilio_source`.`stg_twilio__address_tmp`\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    account_id\n    \n as \n    \n    account_id\n    \n, \n    \n    \n    city\n    \n as \n    \n    city\n    \n, \n    \n    \n    created_at\n    \n as \n    \n    created_at\n    \n, \n    \n    \n    customer_name\n    \n as \n    \n    customer_name\n    \n, \n    \n    \n    emergency_enabled\n    \n as \n    \n    emergency_enabled\n    \n, \n    \n    \n    friendly_name\n    \n as \n    \n    friendly_name\n    \n, \n    \n    \n    id\n    \n as \n    \n    id\n    \n, \n    \n    \n    iso_country\n    \n as \n    \n    iso_country\n    \n, \n    \n    \n    postal_code\n    \n as \n    \n    postal_code\n    \n, \n    \n    \n    region\n    \n as \n    \n    region\n    \n, \n    \n    \n    street\n    \n as \n    \n    street\n    \n, \n    \n    \n    updated_at\n    \n as \n    \n    updated_at\n    \n, \n    \n    \n    validated\n    \n as \n    \n    validated\n    \n, \n    \n    \n    verified\n    \n as \n    \n    verified\n    \n\n\n\n    from base\n),\n\nfinal as (\n    \n    select \n        _fivetran_synced,\n        account_id,\n        city,\n        created_at,\n        customer_name,\n        emergency_enabled,\n        friendly_name,\n        cast(id as string) as address_id,\n        iso_country,\n        postal_code,\n        region,\n        street,\n        updated_at,\n        validated,\n        verified\n    from fields\n)\n\nselect *\nfrom final", "relation_name": "`dbt-package-testing`.`zz_dbt_renee_twilio_source`.`stg_twilio__address`"}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-07-15T16:48:41.284236Z", "completed_at": "2024-07-15T16:48:41.858112Z"}, {"name": "execute", "started_at": "2024-07-15T16:48:41.859988Z", "completed_at": "2024-07-15T16:48:41.859992Z"}], "thread_id": "Thread-2 (worker)", "execution_time": 0.5785601139068604, "adapter_response": {}, "message": null, "failures": null, "unique_id": "model.twilio_source.stg_twilio__account_history", "compiled": true, "compiled_code": "with base as (\n\n    select * \n    from `dbt-package-testing`.`zz_dbt_renee_twilio_source`.`stg_twilio__account_history_tmp`\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    created_at\n    \n as \n    \n    created_at\n    \n, \n    \n    \n    friendly_name\n    \n as \n    \n    friendly_name\n    \n, \n    \n    \n    id\n    \n as \n    \n    id\n    \n, \n    \n    \n    owner_account_id\n    \n as \n    \n    owner_account_id\n    \n, \n    \n    \n    status\n    \n as \n    \n    status\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    from base\n),\n\nfinal as (\n    \n    select \n        _fivetran_synced,\n        created_at,\n        friendly_name,\n        id as account_id,\n        owner_account_id,\n        status,\n        type,\n        updated_at,\n        row_number() over (partition by id order by updated_at desc) = 1 as is_most_recent_record\n    from fields\n)\n\nselect *\nfrom final", "relation_name": "`dbt-package-testing`.`zz_dbt_renee_twilio_source`.`stg_twilio__account_history`"}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-07-15T16:48:41.303973Z", "completed_at": "2024-07-15T16:48:41.858364Z"}, {"name": "execute", "started_at": "2024-07-15T16:48:41.860200Z", "completed_at": "2024-07-15T16:48:41.860204Z"}], "thread_id": "Thread-1 (worker)", "execution_time": 0.5584061145782471, "adapter_response": {}, "message": null, "failures": null, "unique_id": "model.twilio_source.stg_twilio__incoming_phone_number", "compiled": true, "compiled_code": "with base as (\n\n    select * \n    from `dbt-package-testing`.`zz_dbt_renee_twilio_source`.`stg_twilio__incoming_phone_number_tmp`\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    account_id\n    \n as \n    \n    account_id\n    \n, \n    \n    \n    address_id\n    \n as \n    \n    address_id\n    \n, \n    \n    \n    address_requirements\n    \n as \n    \n    address_requirements\n    \n, \n    \n    \n    beta\n    \n as \n    \n    beta\n    \n, \n    \n    \n    capabilities_mms\n    \n as \n    \n    capabilities_mms\n    \n, \n    \n    \n    capabilities_sms\n    \n as \n    \n    capabilities_sms\n    \n, \n    \n    \n    capabilities_voice\n    \n as \n    \n    capabilities_voice\n    \n, \n    \n    \n    created_at\n    \n as \n    \n    created_at\n    \n, \n    \n    \n    emergency_address_id\n    \n as \n    \n    emergency_address_id\n    \n, \n    \n    \n    emergency_status\n    \n as \n    \n    emergency_status\n    \n, \n    \n    \n    friendly_name\n    \n as \n    \n    friendly_name\n    \n, \n    \n    \n    id\n    \n as \n    \n    id\n    \n, \n    \n    \n    origin\n    \n as \n    \n    origin\n    \n, \n    \n    \n    phone_number\n    \n as \n    \n    phone_number\n    \n, \n    \n    \n    trunk_id\n    \n as \n    \n    trunk_id\n    \n, \n    \n    \n    updated_at\n    \n as \n    \n    updated_at\n    \n, \n    \n    \n    voice_caller_id_lookup\n    \n as \n    \n    voice_caller_id_lookup\n    \n, \n    \n    \n    voice_url\n    \n as \n    \n    voice_url\n    \n\n\n\n    from base\n),\n\nfinal as (\n    \n    select \n        _fivetran_synced,\n        account_id,\n        cast(address_id as string) as address_id, \n        capabilities_mms,\n        capabilities_sms,\n        capabilities_voice,\n        created_at,\n        emergency_address_id,\n        emergency_status,\n        friendly_name,\n        id as incoming_phone_number_id,\n        origin,\n        phone_number,\n        trunk_id,\n        updated_at,\n        voice_caller_id_lookup,\n        voice_url\n    from fields\n)\n\nselect *\nfrom final", "relation_name": "`dbt-package-testing`.`zz_dbt_renee_twilio_source`.`stg_twilio__incoming_phone_number`"}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-07-15T16:48:41.196825Z", "completed_at": "2024-07-15T16:48:41.858892Z"}, {"name": "execute", "started_at": "2024-07-15T16:48:41.860945Z", "completed_at": "2024-07-15T16:48:41.860951Z"}], "thread_id": "Thread-3 (worker)", "execution_time": 0.6673290729522705, "adapter_response": {}, "message": null, "failures": null, "unique_id": "model.twilio_source.stg_twilio__call", "compiled": true, "compiled_code": "--To disable this model, set the using_twilio_call variable within your dbt_project.yml file to False.\n\n\nwith base as (\n\n    select * \n    from `dbt-package-testing`.`zz_dbt_renee_twilio_source`.`stg_twilio__call_tmp`\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    account_id\n    \n as \n    \n    account_id\n    \n, \n    \n    \n    annotation\n    \n as \n    \n    annotation\n    \n, \n    \n    \n    answered_by\n    \n as \n    \n    answered_by\n    \n, \n    \n    \n    caller_name\n    \n as \n    \n    caller_name\n    \n, \n    \n    \n    created_at\n    \n as \n    \n    created_at\n    \n, \n    \n    \n    direction\n    \n as \n    \n    direction\n    \n, \n    \n    \n    duration\n    \n as \n    \n    duration\n    \n, \n    \n    \n    end_time\n    \n as \n    \n    end_time\n    \n, \n    \n    \n    forwarded_from\n    \n as \n    \n    forwarded_from\n    \n, \n    \n    \n    from_formatted\n    \n as \n    \n    from_formatted\n    \n, \n    \n    \n    group_id\n    \n as \n    \n    group_id\n    \n, \n    \n    \n    id\n    \n as \n    \n    id\n    \n, \n    \n    \n    outgoing_caller_id\n    \n as \n    \n    outgoing_caller_id\n    \n, \n    \n    \n    parent_call_id\n    \n as \n    \n    parent_call_id\n    \n, \n    \n    \n    price\n    \n as \n    \n    price\n    \n, \n    \n    \n    price_unit\n    \n as \n    \n    price_unit\n    \n, \n    \n    \n    queue_time\n    \n as \n    \n    queue_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    to_formatted\n    \n as \n    \n    to_formatted\n    \n, \n    \n    \n    trunk_id\n    \n as \n    \n    trunk_id\n    \n, \n    \n    \n    updated_at\n    \n as \n    \n    updated_at\n    \n, \n    \n    \n        \n            \n            `from`\n            \n        \n    \n as call_from , \n    \n    \n        \n            \n            `to`\n            \n        \n    \n as call_to \n\n\n    from base\n),\n\nfinal as (\n    \n    select \n        _fivetran_synced,\n        account_id,\n        annotation,\n        answered_by,\n        caller_name,\n        created_at,\n        direction,\n        cast( \n\n    REGEXP_REPLACE(cast (duration as string), r'[^0-9.-]', '')\n\n as FLOAT64) as duration,\n        end_time,\n        forwarded_from,\n        call_from, -- renamed in the get_call_columns macro\n        from_formatted,\n        group_id,\n        id as call_id,\n        outgoing_caller_id,\n        parent_call_id,\n        cast( \n\n    REGEXP_REPLACE(cast (price as string), r'[^0-9.-]', '')\n\n as FLOAT64) as price,\n        price_unit,\n        cast( \n\n    REGEXP_REPLACE(cast (queue_time as string), r'[^0-9.-]', '')\n\n as FLOAT64) as queue_time,\n        start_time,\n        status,\n        call_to, -- renamed in the get_call_columns macro\n        to_formatted,\n        trunk_id,\n        updated_at\n    from fields\n)\n\nselect *\nfrom final", "relation_name": "`dbt-package-testing`.`zz_dbt_renee_twilio_source`.`stg_twilio__call`"}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-07-15T16:48:41.870723Z", "completed_at": "2024-07-15T16:48:42.343629Z"}, {"name": "execute", "started_at": "2024-07-15T16:48:42.345088Z", "completed_at": "2024-07-15T16:48:42.345096Z"}], "thread_id": "Thread-1 (worker)", "execution_time": 0.4815852642059326, "adapter_response": {}, "message": null, "failures": null, "unique_id": "model.twilio_source.stg_twilio__usage_record", "compiled": true, "compiled_code": "with base as (\n\n    select * \n    from `dbt-package-testing`.`zz_dbt_renee_twilio_source`.`stg_twilio__usage_record_tmp`\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    account_id\n    \n as \n    \n    account_id\n    \n, \n    \n    \n    as_of\n    \n as \n    \n    as_of\n    \n, \n    \n    \n    category\n    \n as \n    \n    category\n    \n, \n    \n    \n    count\n    \n as \n    \n    count\n    \n, \n    \n    \n    count_unit\n    \n as \n    \n    count_unit\n    \n, \n    \n    \n    description\n    \n as \n    \n    description\n    \n, \n    \n    \n    end_date\n    \n as \n    \n    end_date\n    \n, \n    \n    \n    price\n    \n as \n    \n    price\n    \n, \n    \n    \n    price_unit\n    \n as \n    \n    price_unit\n    \n, \n    \n    \n    start_date\n    \n as \n    \n    start_date\n    \n, \n    \n    \n    usage\n    \n as \n    \n    usage\n    \n, \n    \n    \n    usage_unit\n    \n as \n    \n    usage_unit\n    \n\n\n\n    from base\n),\n\nfinal as (\n    \n    select \n        _fivetran_synced,\n        account_id,\n        as_of,\n        category,\n        cast( \n\n    REGEXP_REPLACE(cast (count as string), r'[^0-9.-]', '')\n\n as FLOAT64) as count,\n        count_unit,\n        description,\n        end_date,\n        cast( \n\n    REGEXP_REPLACE(cast (price as string), r'[^0-9.-]', '')\n\n as FLOAT64) as price,\n        price_unit,\n        start_date,\n        cast( \n\n    REGEXP_REPLACE(cast (usage as string), r'[^0-9.-]', '')\n\n as FLOAT64) as usage,\n        usage_unit\n    from fields\n)\n\nselect *\nfrom final", "relation_name": "`dbt-package-testing`.`zz_dbt_renee_twilio_source`.`stg_twilio__usage_record`"}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-07-15T16:48:41.865530Z", "completed_at": "2024-07-15T16:48:42.343857Z"}, {"name": "execute", "started_at": "2024-07-15T16:48:42.345266Z", "completed_at": "2024-07-15T16:48:42.345269Z"}], "thread_id": "Thread-4 (worker)", "execution_time": 0.48306798934936523, "adapter_response": {}, "message": null, "failures": null, "unique_id": "model.twilio_source.stg_twilio__message", "compiled": true, "compiled_code": "with base as (\n\n    select * \n    from `dbt-package-testing`.`zz_dbt_renee_twilio_source`.`stg_twilio__message_tmp`\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    account_id\n    \n as \n    \n    account_id\n    \n, \n    \n    \n    body\n    \n as \n    \n    body\n    \n, \n    \n    \n    created_at\n    \n as \n    \n    created_at\n    \n, \n    \n    \n    date_sent\n    \n as \n    \n    date_sent\n    \n, \n    \n    \n    direction\n    \n as \n    \n    direction\n    \n, \n    \n    \n    error_code\n    \n as \n    \n    error_code\n    \n, \n    \n    \n    error_message\n    \n as \n    \n    error_message\n    \n, \n    \n    \n    id\n    \n as \n    \n    id\n    \n, \n    \n    \n    messaging_service_sid\n    \n as \n    \n    messaging_service_sid\n    \n, \n    \n    \n    num_media\n    \n as \n    \n    num_media\n    \n, \n    \n    \n    num_segments\n    \n as \n    \n    num_segments\n    \n, \n    \n    \n    price\n    \n as \n    \n    price\n    \n, \n    \n    \n    price_unit\n    \n as \n    \n    price_unit\n    \n, \n    \n    \n    status\n    \n as \n    \n    status\n    \n, \n    \n    \n    updated_at\n    \n as \n    \n    updated_at\n    \n, \n    \n    \n        \n            \n            `from`\n            \n        \n    \n as message_from , \n    \n    \n        \n            \n            `to`\n            \n        \n    \n as message_to \n\n\n    from base\n),\n\nfinal as (\n    \n    select \n        _fivetran_synced,\n        account_id,\n        body,\n        created_at,\n        cast(date_sent as timestamp) as timestamp_sent,\n        direction,\n        error_code,\n        error_message,\n        message_from, -- renamed in the get_message_columns macro\n        id as message_id,\n        cast(messaging_service_sid as string) as messaging_service_id,\n        cast( \n\n    REGEXP_REPLACE(cast (num_media as string), r'[^0-9.-]', '')\n\n as FLOAT64) as num_media,\n        cast( \n\n    REGEXP_REPLACE(cast (num_segments as string), r'[^0-9.-]', '')\n\n as FLOAT64) as num_segments,\n        cast( \n\n    REGEXP_REPLACE(cast (price as string), r'[^0-9.-]', '')\n\n as FLOAT64) as price,\n        price_unit,\n        status,\n        message_to, -- renamed in the get_message_columns macro\n        updated_at\n    from fields\n)\n\nselect *\nfrom final", "relation_name": "`dbt-package-testing`.`zz_dbt_renee_twilio_source`.`stg_twilio__message`"}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-07-15T16:48:41.868813Z", "completed_at": "2024-07-15T16:48:42.344041Z"}, {"name": "execute", "started_at": "2024-07-15T16:48:42.345428Z", "completed_at": "2024-07-15T16:48:42.345430Z"}], "thread_id": "Thread-2 (worker)", "execution_time": 0.48278093338012695, "adapter_response": {}, "message": null, "failures": null, "unique_id": "model.twilio_source.stg_twilio__outgoing_caller_id", "compiled": true, "compiled_code": "with base as (\n\n    select * \n    from `dbt-package-testing`.`zz_dbt_renee_twilio_source`.`stg_twilio__outgoing_caller_id_tmp`\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    created_at\n    \n as \n    \n    created_at\n    \n, \n    \n    \n    friendly_name\n    \n as \n    \n    friendly_name\n    \n, \n    \n    \n    id\n    \n as \n    \n    id\n    \n, \n    \n    \n    phone_number\n    \n as \n    \n    phone_number\n    \n, \n    \n    \n    updated_at\n    \n as \n    \n    updated_at\n    \n\n\n\n    from base\n),\n\nfinal as (\n    \n    select \n        _fivetran_synced,\n        created_at,\n        friendly_name,\n        id as outgoing_caller_id,\n        phone_number,\n        updated_at\n    from fields\n)\n\nselect *\nfrom final", "relation_name": "`dbt-package-testing`.`zz_dbt_renee_twilio_source`.`stg_twilio__outgoing_caller_id`"}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-07-15T16:48:41.873099Z", "completed_at": "2024-07-15T16:48:42.344214Z"}, {"name": "execute", "started_at": "2024-07-15T16:48:42.345592Z", "completed_at": "2024-07-15T16:48:42.345595Z"}], "thread_id": "Thread-3 (worker)", "execution_time": 0.48237085342407227, "adapter_response": {}, "message": null, "failures": null, "unique_id": "model.twilio_source.stg_twilio__messaging_service", "compiled": true, "compiled_code": "--To disable this model, set the using_twilio_messaging_service variable within your dbt_project.yml file to False.\n\n\nwith base as (\n\n    select * \n    from `dbt-package-testing`.`zz_dbt_renee_twilio_source`.`stg_twilio__messaging_service_tmp`\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    account_id\n    \n as \n    \n    account_id\n    \n, \n    \n    \n    area_code_geomatch\n    \n as \n    \n    area_code_geomatch\n    \n, \n    \n    \n    created_at\n    \n as \n    \n    created_at\n    \n, \n    \n    \n    fallback_method\n    \n as \n    \n    fallback_method\n    \n, \n    \n    \n    fallback_to_long_code\n    \n as \n    \n    fallback_to_long_code\n    \n, \n    \n    \n    fallback_url\n    \n as \n    \n    fallback_url\n    \n, \n    \n    \n    friendly_name\n    \n as \n    \n    friendly_name\n    \n, \n    \n    \n    id\n    \n as \n    \n    id\n    \n, \n    \n    \n    inbound_method\n    \n as \n    \n    inbound_method\n    \n, \n    \n    \n    inbound_request_url\n    \n as \n    \n    inbound_request_url\n    \n, \n    \n    \n    mms_converter\n    \n as \n    \n    mms_converter\n    \n, \n    \n    \n    scan_message_content\n    \n as \n    \n    scan_message_content\n    \n, \n    \n    \n    smart_encoding\n    \n as \n    \n    smart_encoding\n    \n, \n    \n    \n    status_callback\n    \n as \n    \n    status_callback\n    \n, \n    \n    \n    sticky_sender\n    \n as \n    \n    sticky_sender\n    \n, \n    \n    \n    synchronous_validation\n    \n as \n    \n    synchronous_validation\n    \n, \n    \n    \n    updated_at\n    \n as \n    \n    updated_at\n    \n, \n    \n    \n    us_app_to_person_registered\n    \n as \n    \n    us_app_to_person_registered\n    \n, \n    \n    \n    use_inbound_webhook_on_number\n    \n as \n    \n    use_inbound_webhook_on_number\n    \n, \n    \n    \n    usecase\n    \n as \n    \n    usecase\n    \n, \n    \n    \n    validity_period\n    \n as \n    \n    validity_period\n    \n\n\n\n    from base\n),\n\nfinal as (\n    \n    select \n        _fivetran_deleted,\n        _fivetran_synced,\n        account_id,\n        area_code_geomatch,\n        created_at,\n        fallback_method,\n        fallback_to_long_code,\n        fallback_url,\n        friendly_name,\n        cast(id as string) as messaging_service_id,\n        inbound_method,\n        inbound_request_url,\n        mms_converter,\n        scan_message_content,\n        smart_encoding,\n        status_callback,\n        sticky_sender,\n        synchronous_validation,\n        updated_at,\n        us_app_to_person_registered,\n        use_inbound_webhook_on_number,\n        usecase as use_case,\n        validity_period\n    from fields\n)\n\nselect *\nfrom final", "relation_name": "`dbt-package-testing`.`zz_dbt_renee_twilio_source`.`stg_twilio__messaging_service`"}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-07-15T16:48:42.356237Z", "completed_at": "2024-07-15T16:48:42.367006Z"}, {"name": "execute", "started_at": "2024-07-15T16:48:42.368523Z", "completed_at": "2024-07-15T16:48:42.368534Z"}], "thread_id": "Thread-4 (worker)", "execution_time": 0.020608901977539062, "adapter_response": {}, "message": null, "failures": null, "unique_id": "test.twilio_source.unique_stg_twilio__address_address_id.4629d76478", "compiled": true, "compiled_code": "\n    \n    \n\nwith dbt_test__target as (\n\n  select address_id as unique_field\n  from `dbt-package-testing`.`zz_dbt_renee_twilio_source`.`stg_twilio__address`\n  where address_id is not null\n\n)\n\nselect\n    unique_field,\n    count(*) as n_records\n\nfrom dbt_test__target\ngroup by unique_field\nhaving count(*) > 1\n\n\n", "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-07-15T16:48:42.358928Z", "completed_at": "2024-07-15T16:48:42.367240Z"}, {"name": "execute", "started_at": "2024-07-15T16:48:42.368740Z", "completed_at": "2024-07-15T16:48:42.368743Z"}], "thread_id": "Thread-2 (worker)", "execution_time": 0.02085089683532715, "adapter_response": {}, "message": null, "failures": null, "unique_id": "test.twilio_source.dbt_utils_unique_combination_of_columns_stg_twilio__account_history_account_id__updated_at.0bcbfc5896", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n    select\n        account_id, updated_at\n    from `dbt-package-testing`.`zz_dbt_renee_twilio_source`.`stg_twilio__account_history`\n    group by account_id, updated_at\n    having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-07-15T16:48:42.350277Z", "completed_at": "2024-07-15T16:48:42.367455Z"}, {"name": "execute", "started_at": "2024-07-15T16:48:42.368931Z", "completed_at": "2024-07-15T16:48:42.368935Z"}], "thread_id": "Thread-1 (worker)", "execution_time": 0.02200770378112793, "adapter_response": {}, "message": null, "failures": null, "unique_id": "test.twilio_source.not_null_stg_twilio__address_address_id.88b6a635a6", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect address_id\nfrom `dbt-package-testing`.`zz_dbt_renee_twilio_source`.`stg_twilio__address`\nwhere address_id is null\n\n\n", "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-07-15T16:48:42.364310Z", "completed_at": "2024-07-15T16:48:42.367659Z"}, {"name": "execute", "started_at": "2024-07-15T16:48:42.369116Z", "completed_at": "2024-07-15T16:48:42.369119Z"}], "thread_id": "Thread-3 (worker)", "execution_time": 0.02161693572998047, "adapter_response": {}, "message": null, "failures": null, "unique_id": "test.twilio_source.not_null_stg_twilio__account_history_account_id.9d783e8ba5", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect account_id\nfrom `dbt-package-testing`.`zz_dbt_renee_twilio_source`.`stg_twilio__account_history`\nwhere account_id is null\n\n\n", "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-07-15T16:48:42.376020Z", "completed_at": "2024-07-15T16:48:42.382658Z"}, {"name": "execute", "started_at": "2024-07-15T16:48:42.383837Z", "completed_at": "2024-07-15T16:48:42.383844Z"}], "thread_id": "Thread-2 (worker)", "execution_time": 0.012326955795288086, "adapter_response": {}, "message": null, "failures": null, "unique_id": "test.twilio_source.not_null_stg_twilio__incoming_phone_number_incoming_phone_number_id.9a63d01724", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect incoming_phone_number_id\nfrom `dbt-package-testing`.`zz_dbt_renee_twilio_source`.`stg_twilio__incoming_phone_number`\nwhere incoming_phone_number_id is null\n\n\n", "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-07-15T16:48:42.373789Z", "completed_at": "2024-07-15T16:48:42.382893Z"}, {"name": "execute", "started_at": "2024-07-15T16:48:42.384344Z", "completed_at": "2024-07-15T16:48:42.384347Z"}], "thread_id": "Thread-4 (worker)", "execution_time": 0.013399124145507812, "adapter_response": {}, "message": null, "failures": null, "unique_id": "test.twilio_source.not_null_stg_twilio__account_history_updated_at.d6e6f7f215", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect updated_at\nfrom `dbt-package-testing`.`zz_dbt_renee_twilio_source`.`stg_twilio__account_history`\nwhere updated_at is null\n\n\n", "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-07-15T16:48:42.377898Z", "completed_at": "2024-07-15T16:48:42.383342Z"}, {"name": "execute", "started_at": "2024-07-15T16:48:42.384944Z", "completed_at": "2024-07-15T16:48:42.384948Z"}], "thread_id": "Thread-1 (worker)", "execution_time": 0.013443231582641602, "adapter_response": {}, "message": null, "failures": null, "unique_id": "test.twilio_source.unique_stg_twilio__incoming_phone_number_incoming_phone_number_id.d6eb15efc6", "compiled": true, "compiled_code": "\n    \n    \n\nwith dbt_test__target as (\n\n  select incoming_phone_number_id as unique_field\n  from `dbt-package-testing`.`zz_dbt_renee_twilio_source`.`stg_twilio__incoming_phone_number`\n  where incoming_phone_number_id is not null\n\n)\n\nselect\n    unique_field,\n    count(*) as n_records\n\nfrom dbt_test__target\ngroup by unique_field\nhaving count(*) > 1\n\n\n", "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-07-15T16:48:42.380672Z", "completed_at": "2024-07-15T16:48:42.383525Z"}, {"name": "execute", "started_at": "2024-07-15T16:48:42.385135Z", "completed_at": "2024-07-15T16:48:42.385139Z"}], "thread_id": "Thread-3 (worker)", "execution_time": 0.013537168502807617, "adapter_response": {}, "message": null, "failures": null, "unique_id": "test.twilio_source.not_null_stg_twilio__call_call_id.b1c7afdc81", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect call_id\nfrom `dbt-package-testing`.`zz_dbt_renee_twilio_source`.`stg_twilio__call`\nwhere call_id is null\n\n\n", "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-07-15T16:48:42.388706Z", "completed_at": "2024-07-15T16:48:42.397510Z"}, {"name": "execute", "started_at": "2024-07-15T16:48:42.398246Z", "completed_at": "2024-07-15T16:48:42.398256Z"}], "thread_id": "Thread-2 (worker)", "execution_time": 0.01226186752319336, "adapter_response": {}, "message": null, "failures": null, "unique_id": "test.twilio_source.unique_stg_twilio__call_call_id.4a911440b6", "compiled": true, "compiled_code": "\n    \n    \n\nwith dbt_test__target as (\n\n  select call_id as unique_field\n  from `dbt-package-testing`.`zz_dbt_renee_twilio_source`.`stg_twilio__call`\n  where call_id is not null\n\n)\n\nselect\n    unique_field,\n    count(*) as n_records\n\nfrom dbt_test__target\ngroup by unique_field\nhaving count(*) > 1\n\n\n", "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-07-15T16:48:42.391086Z", "completed_at": "2024-07-15T16:48:42.398033Z"}, {"name": "execute", "started_at": "2024-07-15T16:48:42.399552Z", "completed_at": "2024-07-15T16:48:42.399556Z"}], "thread_id": "Thread-4 (worker)", "execution_time": 0.012884855270385742, "adapter_response": {}, "message": null, "failures": null, "unique_id": "test.twilio_source.dbt_utils_unique_combination_of_columns_stg_twilio__usage_record_category__start_date__end_date__account_id.3782e14f70", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n    select\n        category, start_date, end_date, account_id\n    from `dbt-package-testing`.`zz_dbt_renee_twilio_source`.`stg_twilio__usage_record`\n    group by category, start_date, end_date, account_id\n    having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-07-15T16:48:42.395700Z", "completed_at": "2024-07-15T16:48:42.398444Z"}, {"name": "execute", "started_at": "2024-07-15T16:48:42.400124Z", "completed_at": "2024-07-15T16:48:42.400127Z"}], "thread_id": "Thread-3 (worker)", "execution_time": 0.013126134872436523, "adapter_response": {}, "message": null, "failures": null, "unique_id": "test.twilio_source.not_null_stg_twilio__usage_record_category.e6d57544df", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect category\nfrom `dbt-package-testing`.`zz_dbt_renee_twilio_source`.`stg_twilio__usage_record`\nwhere category is null\n\n\n", "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-07-15T16:48:42.393831Z", "completed_at": "2024-07-15T16:48:42.398808Z"}, {"name": "execute", "started_at": "2024-07-15T16:48:42.400686Z", "completed_at": "2024-07-15T16:48:42.400689Z"}], "thread_id": "Thread-1 (worker)", "execution_time": 0.014329195022583008, "adapter_response": {}, "message": null, "failures": null, "unique_id": "test.twilio_source.not_null_stg_twilio__usage_record_account_id.8b387072fd", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect account_id\nfrom `dbt-package-testing`.`zz_dbt_renee_twilio_source`.`stg_twilio__usage_record`\nwhere account_id is null\n\n\n", "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-07-15T16:48:42.403609Z", "completed_at": "2024-07-15T16:48:42.410016Z"}, {"name": "execute", "started_at": "2024-07-15T16:48:42.420295Z", "completed_at": "2024-07-15T16:48:42.420302Z"}], "thread_id": "Thread-2 (worker)", "execution_time": 0.02010822296142578, "adapter_response": {}, "message": null, "failures": null, "unique_id": "test.twilio_source.not_null_stg_twilio__usage_record_end_date.0f8fc2406e", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect end_date\nfrom `dbt-package-testing`.`zz_dbt_renee_twilio_source`.`stg_twilio__usage_record`\nwhere end_date is null\n\n\n", "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-07-15T16:48:42.407560Z", "completed_at": "2024-07-15T16:48:42.420510Z"}, {"name": "execute", "started_at": "2024-07-15T16:48:42.422210Z", "completed_at": "2024-07-15T16:48:42.422213Z"}], "thread_id": "Thread-4 (worker)", "execution_time": 0.020030975341796875, "adapter_response": {}, "message": null, "failures": null, "unique_id": "test.twilio_source.not_null_stg_twilio__usage_record_start_date.a73353be1b", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect start_date\nfrom `dbt-package-testing`.`zz_dbt_renee_twilio_source`.`stg_twilio__usage_record`\nwhere start_date is null\n\n\n", "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-07-15T16:48:42.417301Z", "completed_at": "2024-07-15T16:48:42.421289Z"}, {"name": "execute", "started_at": "2024-07-15T16:48:42.422768Z", "completed_at": "2024-07-15T16:48:42.422771Z"}], "thread_id": "Thread-1 (worker)", "execution_time": 0.01671600341796875, "adapter_response": {}, "message": null, "failures": null, "unique_id": "test.twilio_source.dbt_utils_unique_combination_of_columns_stg_twilio__message_account_id__message_id__messaging_service_id.2696e90a8e", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n    select\n        account_id, message_id, messaging_service_id\n    from `dbt-package-testing`.`zz_dbt_renee_twilio_source`.`stg_twilio__message`\n    group by account_id, message_id, messaging_service_id\n    having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-07-15T16:48:42.410195Z", "completed_at": "2024-07-15T16:48:42.421660Z"}, {"name": "execute", "started_at": "2024-07-15T16:48:42.423282Z", "completed_at": "2024-07-15T16:48:42.423285Z"}], "thread_id": "Thread-3 (worker)", "execution_time": 0.018034934997558594, "adapter_response": {}, "message": null, "failures": null, "unique_id": "model.twilio.int_twilio__messages", "compiled": true, "compiled_code": "with messages as (\n\n    select *\n    from `dbt-package-testing`.`zz_dbt_renee_twilio_source`.`stg_twilio__message`\n),\n\ninbound_messages as (\n\n    select\n        account_id,\n        body,\n        \n\n    length(\n        body\n    ) as num_characters,\n        \n\n    replace(\n        body,\n        ' ',\n        ''\n    )\n\n\n as body_no_spaces,\n        created_at,\n        timestamp_sent,\n        direction,\n        error_code,\n        error_message,\n        message_from as phone_number,\n        message_id,\n        messaging_service_id,\n        num_media,\n        num_segments,\n        price,\n        price_unit,\n        status,\n        message_to,\n        updated_at\n\n    from messages\n    where direction like '%inbound%'\n),\n\noutbound_messages as (\n\n    select\n        account_id,\n        body,\n        \n\n    length(\n        body\n    ) as num_characters,\n        \n\n    replace(\n        body,\n        ' ',\n        ''\n    )\n\n\n as body_no_spaces,\n        created_at,\n        timestamp_sent,\n        direction,\n        error_code,\n        error_message,\n        message_to as phone_number,\n        message_id,\n        messaging_service_id,\n        num_media,\n        num_segments,\n        price,\n        price_unit,\n        status,\n        message_from,\n        updated_at\n\n    from messages\n    where direction like '%outbound%'\n),\n\nunion_messages as (\n\n    select * from inbound_messages\n    union all\n    select * from outbound_messages\n)\n\nselect \n    *,\n    cast (timestamp_trunc(\n        cast(timestamp_sent as timestamp),\n        day\n    ) as date) as date_day,\n    cast (timestamp_trunc(\n        cast(timestamp_sent as timestamp),\n        week\n    ) as date) as date_week,\n    cast (timestamp_trunc(\n        cast(timestamp_sent as timestamp),\n        month\n    ) as date) as date_month\n\nfrom union_messages", "relation_name": "`dbt-package-testing`.`zz_dbt_renee_twilio`.`int_twilio__messages`"}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-07-15T16:48:42.424873Z", "completed_at": "2024-07-15T16:48:42.428984Z"}, {"name": "execute", "started_at": "2024-07-15T16:48:42.435577Z", "completed_at": "2024-07-15T16:48:42.435588Z"}], "thread_id": "Thread-2 (worker)", "execution_time": 0.013805150985717773, "adapter_response": {}, "message": null, "failures": null, "unique_id": "test.twilio_source.not_null_stg_twilio__message_account_id.4e63c023d2", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect account_id\nfrom `dbt-package-testing`.`zz_dbt_renee_twilio_source`.`stg_twilio__message`\nwhere account_id is null\n\n\n", "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-07-15T16:48:42.429326Z", "completed_at": "2024-07-15T16:48:42.435891Z"}, {"name": "execute", "started_at": "2024-07-15T16:48:42.437417Z", "completed_at": "2024-07-15T16:48:42.437421Z"}], "thread_id": "Thread-4 (worker)", "execution_time": 0.010972738265991211, "adapter_response": {}, "message": null, "failures": null, "unique_id": "test.twilio_source.not_null_stg_twilio__message_message_id.bc1b8551d4", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect message_id\nfrom `dbt-package-testing`.`zz_dbt_renee_twilio_source`.`stg_twilio__message`\nwhere message_id is null\n\n\n", "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-07-15T16:48:42.431553Z", "completed_at": "2024-07-15T16:48:42.436769Z"}, {"name": "execute", "started_at": "2024-07-15T16:48:42.438716Z", "completed_at": "2024-07-15T16:48:42.438720Z"}], "thread_id": "Thread-1 (worker)", "execution_time": 0.011420726776123047, "adapter_response": {}, "message": null, "failures": null, "unique_id": "test.twilio_source.not_null_stg_twilio__outgoing_caller_id_outgoing_caller_id.de6e667878", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect outgoing_caller_id\nfrom `dbt-package-testing`.`zz_dbt_renee_twilio_source`.`stg_twilio__outgoing_caller_id`\nwhere outgoing_caller_id is null\n\n\n", "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-07-15T16:48:42.433446Z", "completed_at": "2024-07-15T16:48:42.436963Z"}, {"name": "execute", "started_at": "2024-07-15T16:48:42.438909Z", "completed_at": "2024-07-15T16:48:42.438913Z"}], "thread_id": "Thread-3 (worker)", "execution_time": 0.011328935623168945, "adapter_response": {}, "message": null, "failures": null, "unique_id": "test.twilio_source.unique_stg_twilio__outgoing_caller_id_outgoing_caller_id.0e55c1c2ea", "compiled": true, "compiled_code": "\n    \n    \n\nwith dbt_test__target as (\n\n  select outgoing_caller_id as unique_field\n  from `dbt-package-testing`.`zz_dbt_renee_twilio_source`.`stg_twilio__outgoing_caller_id`\n  where outgoing_caller_id is not null\n\n)\n\nselect\n    unique_field,\n    count(*) as n_records\n\nfrom dbt_test__target\ngroup by unique_field\nhaving count(*) > 1\n\n\n", "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-07-15T16:48:42.440452Z", "completed_at": "2024-07-15T16:48:42.444898Z"}, {"name": "execute", "started_at": "2024-07-15T16:48:42.456860Z", "completed_at": "2024-07-15T16:48:42.456868Z"}], "thread_id": "Thread-2 (worker)", "execution_time": 0.019626855850219727, "adapter_response": {}, "message": null, "failures": null, "unique_id": "test.twilio_source.dbt_utils_unique_combination_of_columns_stg_twilio__messaging_service_account_id__messaging_service_id.2de8528f3d", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n    select\n        account_id, messaging_service_id\n    from `dbt-package-testing`.`zz_dbt_renee_twilio_source`.`stg_twilio__messaging_service`\n    group by account_id, messaging_service_id\n    having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-07-15T16:48:42.445106Z", "completed_at": "2024-07-15T16:48:42.456607Z"}, {"name": "execute", "started_at": "2024-07-15T16:48:42.458073Z", "completed_at": "2024-07-15T16:48:42.458077Z"}], "thread_id": "Thread-4 (worker)", "execution_time": 0.015688180923461914, "adapter_response": {}, "message": null, "failures": null, "unique_id": "test.twilio_source.not_null_stg_twilio__messaging_service_account_id.f46a18a677", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect account_id\nfrom `dbt-package-testing`.`zz_dbt_renee_twilio_source`.`stg_twilio__messaging_service`\nwhere account_id is null\n\n\n", "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-07-15T16:48:42.447920Z", "completed_at": "2024-07-15T16:48:42.457887Z"}, {"name": "execute", "started_at": "2024-07-15T16:48:42.459692Z", "completed_at": "2024-07-15T16:48:42.459695Z"}], "thread_id": "Thread-1 (worker)", "execution_time": 0.016485214233398438, "adapter_response": {}, "message": null, "failures": null, "unique_id": "test.twilio_source.not_null_stg_twilio__messaging_service_messaging_service_id.c7032fe946", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect messaging_service_id\nfrom `dbt-package-testing`.`zz_dbt_renee_twilio_source`.`stg_twilio__messaging_service`\nwhere messaging_service_id is null\n\n\n", "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-07-15T16:48:42.449714Z", "completed_at": "2024-07-15T16:48:42.458262Z"}, {"name": "execute", "started_at": "2024-07-15T16:48:42.460209Z", "completed_at": "2024-07-15T16:48:42.460213Z"}], "thread_id": "Thread-3 (worker)", "execution_time": 0.016962051391601562, "adapter_response": {}, "message": null, "failures": null, "unique_id": "model.twilio.twilio__account_overview", "compiled": true, "compiled_code": "\n\nwith messages as (\n\n    select *\n    from `dbt-package-testing`.`zz_dbt_renee_twilio`.`int_twilio__messages`\n),\n\naccount_history as (\n\n    select * \n    from `dbt-package-testing`.`zz_dbt_renee_twilio_source`.`stg_twilio__account_history`\n),\n\nusage_record as (\n\n    select * \n    from `dbt-package-testing`.`zz_dbt_renee_twilio_source`.`stg_twilio__usage_record`\n)\n\nselect\n    messages.account_id,\n    account_history.friendly_name as account_name,\n    account_history.status as account_status,\n    account_history.type as account_type,\n    messages.date_day,\n    messages.date_week,\n    messages.date_month,\n    messages.price_unit,\n    count(case\n        when messages.direction like '%outbound%'\n        then messages.message_id end)\n        as total_outbound_messages,\n    count(case\n        when messages.direction like '%inbound%'\n        then messages.message_id end)\n        as total_inbound_messages,\n\n    \n    count(case\n        when messages.status like 'accepted'\n        then messages.message_id end)\n        as total_accepted_messages,\n    \n    count(case\n        when messages.status like 'scheduled'\n        then messages.message_id end)\n        as total_scheduled_messages,\n    \n    count(case\n        when messages.status like 'canceled'\n        then messages.message_id end)\n        as total_canceled_messages,\n    \n    count(case\n        when messages.status like 'queued'\n        then messages.message_id end)\n        as total_queued_messages,\n    \n    count(case\n        when messages.status like 'sending'\n        then messages.message_id end)\n        as total_sending_messages,\n    \n    count(case\n        when messages.status like 'sent'\n        then messages.message_id end)\n        as total_sent_messages,\n    \n    count(case\n        when messages.status like 'failed'\n        then messages.message_id end)\n        as total_failed_messages,\n    \n    count(case\n        when messages.status like 'delivered'\n        then messages.message_id end)\n        as total_delivered_messages,\n    \n    count(case\n        when messages.status like 'undelivered'\n        then messages.message_id end)\n        as total_undelivered_messages,\n    \n    count(case\n        when messages.status like 'receiving'\n        then messages.message_id end)\n        as total_receiving_messages,\n    \n    count(case\n        when messages.status like 'received'\n        then messages.message_id end)\n        as total_received_messages,\n    \n    count(case\n        when messages.status like 'read'\n        then messages.message_id end)\n        as total_read_messages,\n    \n    \n    count(messages.message_id) as total_messages,\n    round( cast(sum(messages.price) as numeric), 2) * -1 as total_messages_spend,\n    round( cast(sum(usage_record.price) as numeric), 2) as total_account_spend\n\nfrom messages\nleft join usage_record\n    on messages.account_id = usage_record.account_id\n    and messages.date_day = usage_record.start_date\nleft join account_history\n    on messages.account_id = account_history.account_id\n\ngroup by 1,2,3,4,5,6,7,8", "relation_name": "`dbt-package-testing`.`zz_dbt_renee_twilio`.`twilio__account_overview`"}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-07-15T16:48:42.461838Z", "completed_at": "2024-07-15T16:48:42.468761Z"}, {"name": "execute", "started_at": "2024-07-15T16:48:42.474705Z", "completed_at": "2024-07-15T16:48:42.474713Z"}], "thread_id": "Thread-2 (worker)", "execution_time": 0.01603412628173828, "adapter_response": {}, "message": null, "failures": null, "unique_id": "model.twilio.twilio__message_enhanced", "compiled": true, "compiled_code": "with messages as (\n\n    select *\n    from `dbt-package-testing`.`zz_dbt_renee_twilio`.`int_twilio__messages`\n),\n\nincoming_phone_number as (\n\n    select *\n    from `dbt-package-testing`.`zz_dbt_renee_twilio_source`.`stg_twilio__incoming_phone_number`\n),\n\naddresses as (\n\n    select *\n    from `dbt-package-testing`.`zz_dbt_renee_twilio_source`.`stg_twilio__address`\n),\n\n\nmessaging_service as (\n\n    select *\n    from `dbt-package-testing`.`zz_dbt_renee_twilio_source`.`stg_twilio__messaging_service`\n),\n\n\n\nfinal as (\n\n    select\n        messages.message_id,\n        messages.messaging_service_id,\n        messages.timestamp_sent,\n        messages.date_day,\n        messages.date_week,\n        messages.date_month,\n        messages.account_id,\n        messages.created_at,\n        messages.direction,\n        messages.phone_number,\n        messages.body,\n        messages.num_characters,\n        (messages.num_characters- \n\n    length(\n        body_no_spaces\n    )) + 1 as num_words,\n        messages.status,\n        messages.error_code,\n        messages.error_message,\n        messages.num_media,\n        messages.num_segments,\n        messages.price,\n        messages.price_unit,\n        messages.updated_at\n\n        \n        , \n        messaging_service.friendly_name, \n        messaging_service.inbound_method, \n        messaging_service.us_app_to_person_registered, \n        messaging_service.use_inbound_webhook_on_number, \n        messaging_service.use_case\n\n        \n\n    from messages\n\n\n    \n    left join messaging_service\n        on messages.messaging_service_id = messaging_service.messaging_service_id\n\n    \n\n)\n\nselect *\nfrom final", "relation_name": "`dbt-package-testing`.`zz_dbt_renee_twilio`.`twilio__message_enhanced`"}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-07-15T16:48:42.466436Z", "completed_at": "2024-07-15T16:48:42.469507Z"}, {"name": "execute", "started_at": "2024-07-15T16:48:42.475690Z", "completed_at": "2024-07-15T16:48:42.475694Z"}], "thread_id": "Thread-4 (worker)", "execution_time": 0.015298843383789062, "adapter_response": {}, "message": null, "failures": null, "unique_id": "model.twilio.twilio__number_overview", "compiled": true, "compiled_code": "\n\nwith messages as (\n\n    select *\n    from `dbt-package-testing`.`zz_dbt_renee_twilio`.`int_twilio__messages`\n)\n\nselect\n    phone_number,\n    count(case\n        when direction like '%outbound%'\n        then message_id end)\n        as total_outbound_messages,\n    count(case\n        when direction like '%inbound%'\n        then message_id end)\n        as total_inbound_messages,\n\n    \n    count(case\n        when status like 'accepted'\n        then message_id end)\n        as total_accepted_messages,\n    \n    count(case\n        when status like 'scheduled'\n        then message_id end)\n        as total_scheduled_messages,\n    \n    count(case\n        when status like 'canceled'\n        then message_id end)\n        as total_canceled_messages,\n    \n    count(case\n        when status like 'queued'\n        then message_id end)\n        as total_queued_messages,\n    \n    count(case\n        when status like 'sending'\n        then message_id end)\n        as total_sending_messages,\n    \n    count(case\n        when status like 'sent'\n        then message_id end)\n        as total_sent_messages,\n    \n    count(case\n        when status like 'failed'\n        then message_id end)\n        as total_failed_messages,\n    \n    count(case\n        when status like 'delivered'\n        then message_id end)\n        as total_delivered_messages,\n    \n    count(case\n        when status like 'undelivered'\n        then message_id end)\n        as total_undelivered_messages,\n    \n    count(case\n        when status like 'receiving'\n        then message_id end)\n        as total_receiving_messages,\n    \n    count(case\n        when status like 'received'\n        then message_id end)\n        as total_received_messages,\n    \n    count(case\n        when status like 'read'\n        then message_id end)\n        as total_read_messages,\n    \n    \n    count(message_id) as total_messages,\n    sum(price) as total_spend\n\nfrom messages\ngroup by 1", "relation_name": "`dbt-package-testing`.`zz_dbt_renee_twilio`.`twilio__number_overview`"}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-07-15T16:48:42.472539Z", "completed_at": "2024-07-15T16:48:42.476646Z"}, {"name": "execute", "started_at": "2024-07-15T16:48:42.478300Z", "completed_at": "2024-07-15T16:48:42.478304Z"}], "thread_id": "Thread-3 (worker)", "execution_time": 0.012665748596191406, "adapter_response": {}, "message": null, "failures": null, "unique_id": "test.twilio.not_null_twilio__account_overview_account_id.8981fee2f5", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect account_id\nfrom `dbt-package-testing`.`zz_dbt_renee_twilio`.`twilio__account_overview`\nwhere account_id is null\n\n\n", "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-07-15T16:48:42.469712Z", "completed_at": "2024-07-15T16:48:42.476819Z"}, {"name": "execute", "started_at": "2024-07-15T16:48:42.478479Z", "completed_at": "2024-07-15T16:48:42.478482Z"}], "thread_id": "Thread-1 (worker)", "execution_time": 0.013382911682128906, "adapter_response": {}, "message": null, "failures": null, "unique_id": "test.twilio.dbt_utils_unique_combination_of_columns_twilio__account_overview_account_id__date_day.f43ddc7113", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n    select\n        account_id, date_day\n    from `dbt-package-testing`.`zz_dbt_renee_twilio`.`twilio__account_overview`\n    group by account_id, date_day\n    having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-07-15T16:48:42.478683Z", "completed_at": "2024-07-15T16:48:42.484163Z"}, {"name": "execute", "started_at": "2024-07-15T16:48:42.485550Z", "completed_at": "2024-07-15T16:48:42.485554Z"}], "thread_id": "Thread-2 (worker)", "execution_time": 0.013755321502685547, "adapter_response": {}, "message": null, "failures": null, "unique_id": "test.twilio.not_null_twilio__account_overview_date_day.fe10c23e08", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect date_day\nfrom `dbt-package-testing`.`zz_dbt_renee_twilio`.`twilio__account_overview`\nwhere date_day is null\n\n\n", "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-07-15T16:48:42.481838Z", "completed_at": "2024-07-15T16:48:42.485066Z"}, {"name": "execute", "started_at": "2024-07-15T16:48:42.491004Z", "completed_at": "2024-07-15T16:48:42.491008Z"}], "thread_id": "Thread-4 (worker)", "execution_time": 0.013649225234985352, "adapter_response": {}, "message": null, "failures": null, "unique_id": "test.twilio.not_null_twilio__message_enhanced_message_id.970ba0a457", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect message_id\nfrom `dbt-package-testing`.`zz_dbt_renee_twilio`.`twilio__message_enhanced`\nwhere message_id is null\n\n\n", "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-07-15T16:48:42.485884Z", "completed_at": "2024-07-15T16:48:42.492231Z"}, {"name": "execute", "started_at": "2024-07-15T16:48:42.494918Z", "completed_at": "2024-07-15T16:48:42.494923Z"}], "thread_id": "Thread-3 (worker)", "execution_time": 0.011138916015625, "adapter_response": {}, "message": null, "failures": null, "unique_id": "test.twilio.unique_twilio__message_enhanced_message_id.715528efa4", "compiled": true, "compiled_code": "\n    \n    \n\nwith dbt_test__target as (\n\n  select message_id as unique_field\n  from `dbt-package-testing`.`zz_dbt_renee_twilio`.`twilio__message_enhanced`\n  where message_id is not null\n\n)\n\nselect\n    unique_field,\n    count(*) as n_records\n\nfrom dbt_test__target\ngroup by unique_field\nhaving count(*) > 1\n\n\n", "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-07-15T16:48:42.487822Z", "completed_at": "2024-07-15T16:48:42.492406Z"}, {"name": "execute", "started_at": "2024-07-15T16:48:42.495124Z", "completed_at": "2024-07-15T16:48:42.495128Z"}], "thread_id": "Thread-1 (worker)", "execution_time": 0.01129603385925293, "adapter_response": {}, "message": null, "failures": null, "unique_id": "test.twilio.not_null_twilio__number_overview_phone_number.baa4731adf", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect phone_number\nfrom `dbt-package-testing`.`zz_dbt_renee_twilio`.`twilio__number_overview`\nwhere phone_number is null\n\n\n", "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-07-15T16:48:42.493102Z", "completed_at": "2024-07-15T16:48:42.496285Z"}, {"name": "execute", "started_at": "2024-07-15T16:48:42.496715Z", "completed_at": "2024-07-15T16:48:42.496719Z"}], "thread_id": "Thread-2 (worker)", "execution_time": 0.005118131637573242, "adapter_response": {}, "message": null, "failures": null, "unique_id": "test.twilio.unique_twilio__number_overview_phone_number.3edf30e4ae", "compiled": true, "compiled_code": "\n    \n    \n\nwith dbt_test__target as (\n\n  select phone_number as unique_field\n  from `dbt-package-testing`.`zz_dbt_renee_twilio`.`twilio__number_overview`\n  where phone_number is not null\n\n)\n\nselect\n    unique_field,\n    count(*) as n_records\n\nfrom dbt_test__target\ngroup by unique_field\nhaving count(*) > 1\n\n\n", "relation_name": null}], "elapsed_time": 3.348989963531494, "args": {"version_check": true, "use_colors": true, "static": false, "log_path": "/Users/renee/Documents/dbt/twilio/develop/logs", "warn_error_options": {"include": [], "exclude": []}, "exclude": [], "vars": {}, "printer_width": 80, "partial_parse": true, "partial_parse_file_diff": true, "log_format": "default", "write_json": true, "log_level": "info", "select": [], "which": "generate", "project_dir": "/Users/renee/Documents/dbt/twilio/develop", "send_anonymous_usage_stats": true, "introspect": true, "log_file_max_bytes": 10485760, "macro_debugging": false, "invocation_command": "dbt docs generate", "profiles_dir": "/Users/renee/.dbt", "use_colors_file": true, "defer": false, "log_format_file": "debug", "print": true, "show_resource_report": false, "empty_catalog": false, "populate_cache": true, "indirect_selection": "eager", "strict_mode": false, "cache_selected_only": false, "favor_state": false, "enable_legacy_logger": false, "quiet": false, "static_parser": true, "compile": true, "log_level_file": "debug"}}
\ No newline at end of file
diff --git a/integration_tests/dbt_project.yml b/integration_tests/dbt_project.yml
index b5ca5e7..c594d8d 100644
--- a/integration_tests/dbt_project.yml
+++ b/integration_tests/dbt_project.yml
@@ -1,5 +1,5 @@
 name: 'twilio_integration_tests'
-version: '0.3.0'
+version: '0.4.0'
 config-version: 2
 profile: 'integration_tests'
 
@@ -14,11 +14,13 @@ vars:
     twilio_usage_record_identifier:   "twilio_usage_record_data"
     twilio_call_identifier:   "twilio_call_data"
     twilio_message_identifier:   "twilio_message_data"
-
 dispatch:
   - macro_namespace: dbt_utils
     search_order: ['spark_utils', 'dbt_utils']
 
+models:
+  +schema: "twilio_{{ var('directed_schema','dev') }}"
+
 seeds:
   twilio_integration_tests:
     +column_types:
diff --git a/models/twilio.yml b/models/twilio.yml
index 5e235ed..a431569 100644
--- a/models/twilio.yml
+++ b/models/twilio.yml
@@ -165,5 +165,5 @@ models:
       - name: price_unit
         description: The currency unit in which the `price` is measured.
       - name: total_account_spend
-        description: The total cost or price incurred by account across all resources used.
+        description: The total cost or price incurred by account across all resources used. Note this will only exist if the `using_twilio_usage_record` variable is set as true (default being true).
 
diff --git a/models/twilio__account_overview.sql b/models/twilio__account_overview.sql
index 1922b94..3cd90b8 100644
--- a/models/twilio__account_overview.sql
+++ b/models/twilio__account_overview.sql
@@ -3,20 +3,23 @@
 with messages as (
 
     select *
-    from {{ ref('int_twilio__messages')}}
+    from {{ ref('int_twilio__messages') }}
 ),
 
 account_history as (
 
     select * 
-    from {{ var('account_history')}}
-),
+    from {{ var('account_history') }}
+)
 
+{% if var('using_twilio_usage_record', True) %}
+,
 usage_record as (
 
     select * 
-    from {{ var('usage_record')}}
+    from {{ var('usage_record') }}
 )
+{% endif %}
 
 select
     messages.account_id,
@@ -44,13 +47,18 @@ select
     {% endfor %}
     
     count(messages.message_id) as total_messages,
-    round( cast(sum(messages.price) as {{ dbt.type_numeric ()}}), 2) * -1 as total_messages_spend,
-    round( cast(sum(usage_record.price) as {{ dbt.type_numeric ()}}), 2) as total_account_spend
+    round( cast(sum(messages.price) as {{ dbt.type_numeric() }}), 2) * -1 as total_messages_spend
+    
+    {% if var('using_twilio_usage_record', True) %}
+    , round( cast(sum(usage_record.price) as {{ dbt.type_numeric() }}), 2) as total_account_spend
+    {% endif %}
 
 from messages
+{% if var('using_twilio_usage_record', True) %}
 left join usage_record
     on messages.account_id = usage_record.account_id
     and messages.date_day = usage_record.start_date
+{% endif %}
 left join account_history
     on messages.account_id = account_history.account_id
 
diff --git a/models/twilio__message_enhanced.sql b/models/twilio__message_enhanced.sql
index 049d8ce..c1d8907 100644
--- a/models/twilio__message_enhanced.sql
+++ b/models/twilio__message_enhanced.sql
@@ -4,18 +4,6 @@ with messages as (
     from {{ ref('int_twilio__messages') }}
 ),
 
-incoming_phone_number as (
-
-    select *
-    from {{ var('incoming_phone_number')}}
-),
-
-addresses as (
-
-    select *
-    from {{ var('address')}}
-),
-
 {% if var('using_twilio_messaging_service', True) %}
 messaging_service as (
 
diff --git a/packages.yml b/packages.yml
index 31570f9..a8d13b5 100644
--- a/packages.yml
+++ b/packages.yml
@@ -1,3 +1,3 @@
 packages:
 - package: fivetran/twilio_source
-  version: [">=0.3.0", "<0.4.0"]
+  version: [">=0.4.0", "<0.5.0"]