From a47f50f2dc6c847399dc1da601fbee393eccc882 Mon Sep 17 00:00:00 2001 From: Claude README Updater Date: Wed, 14 Jan 2026 12:23:59 -0600 Subject: [PATCH 1/7] Update .quickstart.yml and README for fy26 q4 --- .quickstart/quickstart.yml | 30 +++++++++ CHANGELOG.md | 12 ++++ README.md | 106 +++++++++++++++++++----------- dbt_project.yml | 2 +- integration_tests/dbt_project.yml | 2 +- 5 files changed, 111 insertions(+), 41 deletions(-) diff --git a/.quickstart/quickstart.yml b/.quickstart/quickstart.yml index 43671d6..6b4f941 100644 --- a/.quickstart/quickstart.yml +++ b/.quickstart/quickstart.yml @@ -9,6 +9,9 @@ table_variables: qualtrics__using_core_mailing_lists: - core_mailing_list + _fivetran_quickstart_survey_embedded_data: + - survey_embedded_data + destination_configurations: databricks: dispatch: @@ -23,3 +26,30 @@ public_models: [ "qualtrics__survey", "qualtrics__contact" ] + +supported_vars: + qualtrics__survey_pass_through_columns: + type: dictionary + description: "Addtional `SURVEY` columns to include in `qualtrics__survey`" + display_name: "Additional Survey Columns" + + qualtrics__distribution_pass_through_columns: + type: dictionary + description: "Addtional `DISTRIBUTION` columns to include in `qualtrics__distribution`" + display_name: "Additional Distribution Columns" + + qualtrics__directory_pass_through_columns: + type: dictionary + description: "Addtional `DIRECTORY` columns to include in `qualtrics__directory`" + display_name: "Additional Directory Columns" + + qualtrics__directory_contact_pass_through_columns: + type: dictionary + description: "Addtional `DIRECTORY_CONTACT` columns to include in `qualtrics__contact`" + display_name: "Additional Directory Contact Columns" + + qualtrics__core_contact_pass_through_columns: + type: dictionary + description: "Addtional `CORE_CONTACT` columns to include in `qualtrics__contact`" + display_name: "Additional Core Contact Columns" + diff --git a/CHANGELOG.md b/CHANGELOG.md index 020a28f..bbc05f3 100644 --- a/CHANGELOG.md +++ b/CHANGELOG.md @@ -1,3 +1,15 @@ +# dbt_qualtrics v1.2.0 + +[PR #24](https://github.com/fivetran/dbt_qualtrics/pull/24) includes the following updates: + +## Documentation +- Updates README with standardized Fivetran formatting + +## Under the Hood +- In the `.quickstart.yml` file: + - Adds `table_variables` for relevant sources to prevent missing sources from blocking downstream Quickstart models. + - Adds `supported_vars` for Quickstart UI customization, + # dbt_qualtrics v1.1.1 [PR #23](https://github.com/fivetran/dbt_qualtrics/pull/23) includes the following updates: diff --git a/README.md b/README.md index cb9452f..86ab99b 100644 --- a/README.md +++ b/README.md @@ -1,4 +1,5 @@ -# Qualtrics dbt Package ([Docs](https://fivetran.github.io/dbt_qualtrics/)) + +# Qualtrics dbt Package

+This dbt package transforms data from Fivetran's Qualtrics connector into analytics-ready tables. + +## Resources + +- Number of materialized models¹: 44 +- Connector documentation + - [Qualtrics connector documentation](https://fivetran.com/docs/connectors/applications/qualtrics) + - [Qualtrics ERD](https://fivetran.com/docs/connectors/applications/qualtrics#schemainformation) +- dbt package documentation + - [GitHub repository](https://github.com/fivetran/dbt_qualtrics) + - [dbt Docs](https://fivetran.github.io/dbt_qualtrics/#!/overview) + - [DAG](https://fivetran.github.io/dbt_qualtrics/#!/overview?g_v=1) + - [Changelog](https://github.com/fivetran/dbt_qualtrics/blob/main/CHANGELOG.md) + ## What does this dbt package do? +This package enables you to transform core object tables into analytics-ready models and consolidate survey responses with user, question, and survey details. It creates enriched models with metrics focused on surveys, contacts, directories, and distributions. -This package models Qualtrics data from [Fivetran's connector](https://fivetran.com/docs/applications/qualtrics). It uses data in the format described by [this ERD](https://fivetran.com/docs/applications/qualtrics#schemainformation). +### Output schema +Final output tables are generated in the following target schema: -The main focus of the package is to transform the core object tables into analytics-ready models, including: -- A Response breakdown model which consolidates all survey responses joined with users, questions, and survey details. -- Overview models for Surveys, Contacts, Directories, and Distributions which help to understand the nuances of each and how they affect key survey aggregations. -- A daily breakdown model which provides a high level view of a variety of Qualtrics account metrics at a daily level. +``` +._qualtrics +``` - -The following table provides a detailed list of all tables materialized within this package by default. -> TIP: See more details about these tables in the package's [dbt docs site](https://fivetran.github.io/dbt_qualtrics/#!/overview/qualtrics). - -| **Table** | **Description** | -| ------------------------- | ------------------------------------------------------------------------------------------------------------------ | -| [qualtrics__contact](https://fivetran.github.io/dbt_qualtrics/#!/model/model.qualtrics.qualtrics__contact) | Detailed view of all contacts (from both the XM Directory and Research Core contact endpoints), ehanced with response and mailing list metrics. | -| [qualtrics__daily_breakdown](https://fivetran.github.io/dbt_qualtrics/#!/model/model.qualtrics.qualtrics__daily_breakdown) | Daily breakdown of activities related to surveys and distribution in your Qualtrics instance. | -| [qualtrics__directory](https://fivetran.github.io/dbt_qualtrics/#!/model/model.qualtrics.qualtrics__directory) | A directory is an address book for the entire brand and contains all of the contacts that have been added by your users. This model provides a detailed view of each directory, enhanced with metrics regarding contacts, survey distribution, and engagement. | -| [qualtrics__distribution](https://fivetran.github.io/dbt_qualtrics/#!/model/model.qualtrics.qualtrics__distribution) | Table of each survey's distribution (method of reaching out to XM directory contacts) enhanced with survey response and status metrics. | -| [qualtrics__response](https://fivetran.github.io/dbt_qualtrics/#!/model/model.qualtrics.qualtrics__response) | Breakdown of responses to individual questions (and their sub-questions). Enhanced with information regarding the survey-level response and the survey. | -| [qualtrics__survey](https://fivetran.github.io/dbt_qualtrics/#!/model/model.qualtrics.qualtrics__survey) | Detailed view of all surveys created, enhanced with distribution and response metrics. | -### Materialized Models -Each Quickstart transformation job run materializes 44 models if all components of this data model are enabled. This count includes all staging, intermediate, and final models materialized as `view`, `table`, or `incremental`. - +### Final output tables -## How do I use the dbt package? +By default, this package materializes the following final tables: -### Step 1: Prerequisites +| Table | Description | +| :---- | :---- | +| [qualtrics__contact](https://fivetran.github.io/dbt_qualtrics/#!/model/model.qualtrics.qualtrics__contact) | Detailed view of all contacts (from both the XM Directory and Research Core contact endpoints), enhanced with response and mailing list metrics. | +| [qualtrics__daily_breakdown](https://fivetran.github.io/dbt_qualtrics/#!/model/model.qualtrics.qualtrics__daily_breakdown) | Provides a daily summary of survey activity including survey sends, responses, and distribution performance to monitor day-to-day engagement and identify trends.

**Example Analytics Questions:**
  • What are the daily trends in survey sends and response volumes?
  • Which days of the week generate the highest survey response rates?
  • How do daily response patterns vary across different survey types or audiences?
| +| [qualtrics__directory](https://fivetran.github.io/dbt_qualtrics/#!/model/model.qualtrics.qualtrics__directory) | Manages contact directories with metrics on total contacts, survey distributions sent, and engagement rates to organize audiences and optimize contact list management.

**Example Analytics Questions:**
  • Which directories have the most contacts and highest survey engagement rates?
  • How are contacts distributed across different directories and organizational units?
  • What directories show declining engagement that may need list hygiene or re-engagement?
| +| [qualtrics__distribution](https://fivetran.github.io/dbt_qualtrics/#!/model/model.qualtrics.qualtrics__distribution) | Monitors survey distribution campaigns including send methods, recipient counts, and response metrics to optimize distribution strategies and timing.

**Example Analytics Questions:**
  • Which distribution channels (email, SMS, link) generate the highest response rates?
  • How do response rates vary by distribution send time or day of week?
  • What is the average time between distribution send and first response?
| +| [qualtrics__response](https://fivetran.github.io/dbt_qualtrics/#!/model/model.qualtrics.qualtrics__response) | Provides detailed question-level response data including answers to individual questions and sub-questions, enriched with survey context to analyze response patterns and answer distributions.

**Example Analytics Questions:**
  • What are the most common answers to specific survey questions?
  • How do response patterns vary across different question types or survey sections?
  • Which questions have the highest skip rates or incomplete response rates?
| +| [qualtrics__survey](https://fivetran.github.io/dbt_qualtrics/#!/model/model.qualtrics.qualtrics__survey) | Tracks survey-level metrics including response counts, question counts, distribution details, and survey status to monitor survey performance and response rates.

**Example Analytics Questions:**
  • Which surveys have the highest response rates and completion rates?
  • How many questions are in each survey and does question count affect completion rates?
  • What survey distributions generate the most responses and engagement?
| + +¹ Each Quickstart transformation job run materializes these models if all components of this data model are enabled. This count includes all staging, intermediate, and final models materialized as `view`, `table`, or `incremental`. + +--- + +## Prerequisites To use this dbt package, you must have the following: - At least one Fivetran Qualtrics connection syncing data into your destination. - A **BigQuery**, **Snowflake**, **Redshift**, **Databricks**, or **PostgreSQL** destination. -#### Databricks dispatch configuration -If you are using a Databricks destination with this package, you must add the following (or a variation of the following) dispatch configuration within your `dbt_project.yml`. This is required in order for the package to accurately search for macros within the `dbt-labs/spark_utils` then the `dbt-labs/dbt_utils` packages respectively. -```yml -dispatch: - - macro_namespace: dbt_utils - search_order: ['spark_utils', 'dbt_utils'] -``` +## How do I use the dbt package? +You can either add this dbt package in the Fivetran dashboard or import it into your dbt project: + +- To add the package in the Fivetran dashboard, follow our [Quickstart guide](https://fivetran.com/docs/transformations/dbt). +- To add the package to your dbt project, follow the setup instructions in the dbt package's [README file](https://github.com/fivetran/dbt_qualtrics/blob/main/README.md#how-do-i-use-the-dbt-package) to use this package. + + -### Step 2: Install the package +### Install the package Include the following qualtrics package version in your `packages.yml` file: > TIP: Check [dbt Hub](https://hub.getdbt.com/) for the latest installation instructions or [read the dbt docs](https://docs.getdbt.com/docs/package-management) for more information on installing packages. ```yml packages: - package: fivetran/qualtrics - version: [">=1.1.0", "<1.2.0"] # we recommend using ranges to capture non-breaking changes automatically + version: [">=1.2.0", "<1.3.0"] # we recommend using ranges to capture non-breaking changes automatically ``` > All required sources and staging models are now bundled into this transformation package. Do not include `fivetran/qualtrics_source` in your `packages.yml` since this package has been deprecated. -### Step 3: Define database and schema variables +#### Databricks dispatch configuration +If you are using a Databricks destination with this package, you must add the following (or a variation of the following) dispatch configuration within your `dbt_project.yml`. This is required in order for the package to accurately search for macros within the `dbt-labs/spark_utils` then the `dbt-labs/dbt_utils` packages respectively. +```yml +dispatch: + - macro_namespace: dbt_utils + search_order: ['spark_utils', 'dbt_utils'] +``` + +### Define database and schema variables #### Single connection By default, this package runs using your destination and the `qualtrics` schema. If this is not where your qualtrics data is (for example, if your qualtrics schema is named `qualtrics_fivetran`), add the following configuration to your root `dbt_project.yml` file: @@ -93,7 +116,7 @@ vars: To connect your multiple schema/database sources to the package models, follow the steps outlined in the [Union Data Defined Sources Configuration](https://github.com/fivetran/dbt_fivetran_utils/tree/releases/v0.4.latest#union_data-source) section of the Fivetran Utils documentation for the union_data macro. This will ensure a proper configuration and correct visualization of connections in the DAG. -### Step 4: Enable Research Core Contacts API +### Enable Research Core Contacts API By default, this package does not bring in data from the Qualtrics Research Core Contacts [Endpoint](https://api.qualtrics.com/10b9ce5afbf17-research-core-contacts), as this API is set to be [deprecated](https://api.qualtrics.com/10b9ce5afbf17-research-core-contacts#deprecation-notice) by Qualtrics. However, if you would like the package to bring in Core **contacts** and **mailing lists** in addition to XM Directory data, add the following configuration to your `dbt_project.yml`: ```yml @@ -102,7 +125,7 @@ vars: qualtrics__using_core_mailing_lists: True # default = False ``` -### (Optional) Step 5: Additional configurations +### (Optional) Additional configurations #### Passing Through Additional Fields This package includes all source columns defined in the macros folder. You can add more columns using our pass-through column variables. These variables allow for the pass-through fields to be aliased (`alias`) and casted (`transform_sql`) if desired, but not required. Datatype casting is configured via a sql snippet within the `transform_sql` key. You may add the desired sql while omitting the `as field_name` at the end and your custom pass-though fields will be casted accordingly. Use the below format for declaring the respective pass-through variables: @@ -154,7 +177,7 @@ vars: qualtrics__identifier: your_table_name ``` -### (Optional) Step 6: Orchestrate your models with Fivetran Transformations for dbt Core™ +### (Optional) Orchestrate your models with Fivetran Transformations for dbt Core™
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@@ -176,15 +199,20 @@ packages: - package: dbt-labs/spark_utils version: [">=0.3.0", "<0.4.0"] ``` + + ## How is this package maintained and can I contribute? + ### Package Maintenance -The Fivetran team maintaining this package _only_ maintains the latest version of the package. We highly recommend you stay consistent with the [latest version](https://hub.getdbt.com/fivetran/qualtrics/latest/) of the package and refer to the [CHANGELOG](https://github.com/fivetran/dbt_qualtrics/blob/main/CHANGELOG.md) and release notes for more information on changes across versions. +The Fivetran team maintaining this package only maintains the [latest version](https://hub.getdbt.com/fivetran/qualtrics/latest/) of the package. We highly recommend you stay consistent with the latest version of the package and refer to the [CHANGELOG](https://github.com/fivetran/dbt_qualtrics/blob/main/CHANGELOG.md) and release notes for more information on changes across versions. ### Contributions A small team of analytics engineers at Fivetran develops these dbt packages. However, the packages are made better by community contributions. -We highly encourage and welcome contributions to this package. Check out [this dbt Discourse article](https://discourse.getdbt.com/t/contributing-to-a-dbt-package/657) on the best workflow for contributing to a package. +We highly encourage and welcome contributions to this package. Learn how to contribute to a package in dbt's [Contributing to an external dbt package article](https://discourse.getdbt.com/t/contributing-to-a-dbt-package/657). + + ## Are there any resources available? - If you have questions or want to reach out for help, see the [GitHub Issue](https://github.com/fivetran/dbt_qualtrics/issues/new/choose) section to find the right avenue of support for you. -- If you would like to provide feedback to the dbt package team at Fivetran or would like to request a new dbt package, fill out our [Feedback Form](https://www.surveymonkey.com/r/DQ7K7WW). +- If you would like to provide feedback to the dbt package team at Fivetran or would like to request a new dbt package, fill out our [Feedback Form](https://www.surveymonkey.com/r/DQ7K7WW). \ No newline at end of file diff --git a/dbt_project.yml b/dbt_project.yml index 89e6fd8..997fc13 100644 --- a/dbt_project.yml +++ b/dbt_project.yml @@ -1,5 +1,5 @@ name: 'qualtrics' -version: '1.1.0' +version: '1.2.0' config-version: 2 require-dbt-version: [">=1.3.0", "<3.0.0"] diff --git a/integration_tests/dbt_project.yml b/integration_tests/dbt_project.yml index 3edf564..af446c0 100644 --- a/integration_tests/dbt_project.yml +++ b/integration_tests/dbt_project.yml @@ -1,5 +1,5 @@ name: 'qualtrics_integration_tests' -version: '1.1.0' +version: '1.2.0' profile: 'integration_tests' config-version: 2 From 21dbe49ee9a6bc9e674df1a9ae54d48acc9b3766 Mon Sep 17 00:00:00 2001 From: Claude README Updater Date: Wed, 14 Jan 2026 14:48:03 -0600 Subject: [PATCH 2/7] Fix spelling errors CHANGELOG and/or quickstart.yml --- .quickstart/quickstart.yml | 10 +++++----- CHANGELOG.md | 2 +- 2 files changed, 6 insertions(+), 6 deletions(-) diff --git a/.quickstart/quickstart.yml b/.quickstart/quickstart.yml index 6b4f941..e383479 100644 --- a/.quickstart/quickstart.yml +++ b/.quickstart/quickstart.yml @@ -30,26 +30,26 @@ public_models: [ supported_vars: qualtrics__survey_pass_through_columns: type: dictionary - description: "Addtional `SURVEY` columns to include in `qualtrics__survey`" + description: "Additional `SURVEY` columns to include in `qualtrics__survey`" display_name: "Additional Survey Columns" qualtrics__distribution_pass_through_columns: type: dictionary - description: "Addtional `DISTRIBUTION` columns to include in `qualtrics__distribution`" + description: "Additional `DISTRIBUTION` columns to include in `qualtrics__distribution`" display_name: "Additional Distribution Columns" qualtrics__directory_pass_through_columns: type: dictionary - description: "Addtional `DIRECTORY` columns to include in `qualtrics__directory`" + description: "Additional `DIRECTORY` columns to include in `qualtrics__directory`" display_name: "Additional Directory Columns" qualtrics__directory_contact_pass_through_columns: type: dictionary - description: "Addtional `DIRECTORY_CONTACT` columns to include in `qualtrics__contact`" + description: "Additional `DIRECTORY_CONTACT` columns to include in `qualtrics__contact`" display_name: "Additional Directory Contact Columns" qualtrics__core_contact_pass_through_columns: type: dictionary - description: "Addtional `CORE_CONTACT` columns to include in `qualtrics__contact`" + description: "Additional `CORE_CONTACT` columns to include in `qualtrics__contact`" display_name: "Additional Core Contact Columns" diff --git a/CHANGELOG.md b/CHANGELOG.md index bbc05f3..05cc687 100644 --- a/CHANGELOG.md +++ b/CHANGELOG.md @@ -6,7 +6,7 @@ - Updates README with standardized Fivetran formatting ## Under the Hood -- In the `.quickstart.yml` file: +- In the `quickstart.yml` file: - Adds `table_variables` for relevant sources to prevent missing sources from blocking downstream Quickstart models. - Adds `supported_vars` for Quickstart UI customization, From c286d8d778d18d68b324d75b3c06e07074af67f8 Mon Sep 17 00:00:00 2001 From: fivetran-catfritz Date: Wed, 14 Jan 2026 15:17:39 -0600 Subject: [PATCH 3/7] Fix spelling errors CHANGELOG and/or quickstart.yml --- README.md | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/README.md b/README.md index 86ab99b..3233bc0 100644 --- a/README.md +++ b/README.md @@ -12,7 +12,7 @@ + href="https://fivetran.com/docs/transformations/data-models/quickstart-management#quickstartmanagement/quickstart">

@@ -66,7 +66,7 @@ To use this dbt package, you must have the following: ## How do I use the dbt package? You can either add this dbt package in the Fivetran dashboard or import it into your dbt project: -- To add the package in the Fivetran dashboard, follow our [Quickstart guide](https://fivetran.com/docs/transformations/dbt). +- To add the package in the Fivetran dashboard, follow our [Quickstart guide](https://fivetran.com/docs/transformations/data-models/quickstart-management#quickstartmanagement). - To add the package to your dbt project, follow the setup instructions in the dbt package's [README file](https://github.com/fivetran/dbt_qualtrics/blob/main/README.md#how-do-i-use-the-dbt-package) to use this package. @@ -181,7 +181,7 @@ vars:
Expand for details
-Fivetran offers the ability for you to orchestrate your dbt project through [Fivetran Transformations for dbt Core™](https://fivetran.com/docs/transformations/dbt). Learn how to set up your project for orchestration through Fivetran in our [Transformations for dbt Core setup guides](https://fivetran.com/docs/transformations/dbt#setupguide). +Fivetran offers the ability for you to orchestrate your dbt project through [Fivetran Transformations for dbt Core™](https://fivetran.com/docs/transformations/data-models/quickstart-management#quickstartmanagement). Learn how to set up your project for orchestration through Fivetran in our [Transformations for dbt Core setup guides](https://fivetran.com/docs/transformations/data-models/quickstart-management#quickstartmanagement#setupguide).
## Does this package have dependencies? From 2985cfc55edc0655c8036a554c44180a89b0c0f0 Mon Sep 17 00:00:00 2001 From: Catherine Fritz <111930712+fivetran-catfritz@users.noreply.github.com> Date: Wed, 14 Jan 2026 17:28:37 -0600 Subject: [PATCH 4/7] Fix links --- CHANGELOG.md | 4 ++-- README.md | 6 +++--- 2 files changed, 5 insertions(+), 5 deletions(-) diff --git a/CHANGELOG.md b/CHANGELOG.md index 05cc687..54720b9 100644 --- a/CHANGELOG.md +++ b/CHANGELOG.md @@ -3,12 +3,12 @@ [PR #24](https://github.com/fivetran/dbt_qualtrics/pull/24) includes the following updates: ## Documentation -- Updates README with standardized Fivetran formatting +- Updates README with standardized Fivetran formatting. ## Under the Hood - In the `quickstart.yml` file: - Adds `table_variables` for relevant sources to prevent missing sources from blocking downstream Quickstart models. - - Adds `supported_vars` for Quickstart UI customization, + - Adds `supported_vars` for Quickstart UI customization. # dbt_qualtrics v1.1.1 diff --git a/README.md b/README.md index 3233bc0..66d60d0 100644 --- a/README.md +++ b/README.md @@ -12,7 +12,7 @@ + href="https://fivetran.com/docs/transformations/data-models/quickstart-management#quickstartmanagement">

@@ -66,7 +66,7 @@ To use this dbt package, you must have the following: ## How do I use the dbt package? You can either add this dbt package in the Fivetran dashboard or import it into your dbt project: -- To add the package in the Fivetran dashboard, follow our [Quickstart guide](https://fivetran.com/docs/transformations/data-models/quickstart-management#quickstartmanagement). +- To add the package in the Fivetran dashboard, follow our [Quickstart guide](https://fivetran.com/docs/transformations/dbt#transformationsfordbtcore). - To add the package to your dbt project, follow the setup instructions in the dbt package's [README file](https://github.com/fivetran/dbt_qualtrics/blob/main/README.md#how-do-i-use-the-dbt-package) to use this package. @@ -181,7 +181,7 @@ vars:
Expand for details
-Fivetran offers the ability for you to orchestrate your dbt project through [Fivetran Transformations for dbt Core™](https://fivetran.com/docs/transformations/data-models/quickstart-management#quickstartmanagement). Learn how to set up your project for orchestration through Fivetran in our [Transformations for dbt Core setup guides](https://fivetran.com/docs/transformations/data-models/quickstart-management#quickstartmanagement#setupguide). +Fivetran offers the ability for you to orchestrate your dbt project through [Fivetran Transformations for dbt Core™](https://fivetran.com/docs/transformations/dbt#transformationsfordbtcore). Learn how to set up your project for orchestration through Fivetran in our [Transformations for dbt Core setup guides](https://fivetran.com/docs/transformations/dbt/setup-guide#transformationsfordbtcoresetupguide).
## Does this package have dependencies? From bfe784d217450459bc9b125fe7e276e7f0bcf477 Mon Sep 17 00:00:00 2001 From: Catherine Fritz <111930712+fivetran-catfritz@users.noreply.github.com> Date: Thu, 15 Jan 2026 10:09:44 -0600 Subject: [PATCH 5/7] Fix Quickstart guide link --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 66d60d0..bf68aac 100644 --- a/README.md +++ b/README.md @@ -66,7 +66,7 @@ To use this dbt package, you must have the following: ## How do I use the dbt package? You can either add this dbt package in the Fivetran dashboard or import it into your dbt project: -- To add the package in the Fivetran dashboard, follow our [Quickstart guide](https://fivetran.com/docs/transformations/dbt#transformationsfordbtcore). +- To add the package in the Fivetran dashboard, follow our [Quickstart guide](https://fivetran.com/docs/transformations/data-models/quickstart-management). - To add the package to your dbt project, follow the setup instructions in the dbt package's [README file](https://github.com/fivetran/dbt_qualtrics/blob/main/README.md#how-do-i-use-the-dbt-package) to use this package. From 8a2576dbcd129ae3caf304692dcb5e85159c9d84 Mon Sep 17 00:00:00 2001 From: Avinash Kunnath Date: Thu, 15 Jan 2026 13:51:09 -0800 Subject: [PATCH 6/7] README updates --- .gitignore | 6 ++++++ README.md | 16 ++++++++-------- 2 files changed, 14 insertions(+), 8 deletions(-) diff --git a/.gitignore b/.gitignore index 06f4e77..c6e6bb1 100644 --- a/.gitignore +++ b/.gitignore @@ -71,3 +71,9 @@ env/ env.bak/ venv/ venv.bak/ + + +# Claude instructions +CLAUDE.md +.claude/ + diff --git a/README.md b/README.md index bf68aac..b320428 100644 --- a/README.md +++ b/README.md @@ -46,12 +46,12 @@ By default, this package materializes the following final tables: | Table | Description | | :---- | :---- | -| [qualtrics__contact](https://fivetran.github.io/dbt_qualtrics/#!/model/model.qualtrics.qualtrics__contact) | Detailed view of all contacts (from both the XM Directory and Research Core contact endpoints), enhanced with response and mailing list metrics. | -| [qualtrics__daily_breakdown](https://fivetran.github.io/dbt_qualtrics/#!/model/model.qualtrics.qualtrics__daily_breakdown) | Provides a daily summary of survey activity including survey sends, responses, and distribution performance to monitor day-to-day engagement and identify trends.

**Example Analytics Questions:**
  • What are the daily trends in survey sends and response volumes?
  • Which days of the week generate the highest survey response rates?
  • How do daily response patterns vary across different survey types or audiences?
| -| [qualtrics__directory](https://fivetran.github.io/dbt_qualtrics/#!/model/model.qualtrics.qualtrics__directory) | Manages contact directories with metrics on total contacts, survey distributions sent, and engagement rates to organize audiences and optimize contact list management.

**Example Analytics Questions:**
  • Which directories have the most contacts and highest survey engagement rates?
  • How are contacts distributed across different directories and organizational units?
  • What directories show declining engagement that may need list hygiene or re-engagement?
| -| [qualtrics__distribution](https://fivetran.github.io/dbt_qualtrics/#!/model/model.qualtrics.qualtrics__distribution) | Monitors survey distribution campaigns including send methods, recipient counts, and response metrics to optimize distribution strategies and timing.

**Example Analytics Questions:**
  • Which distribution channels (email, SMS, link) generate the highest response rates?
  • How do response rates vary by distribution send time or day of week?
  • What is the average time between distribution send and first response?
| -| [qualtrics__response](https://fivetran.github.io/dbt_qualtrics/#!/model/model.qualtrics.qualtrics__response) | Provides detailed question-level response data including answers to individual questions and sub-questions, enriched with survey context to analyze response patterns and answer distributions.

**Example Analytics Questions:**
  • What are the most common answers to specific survey questions?
  • How do response patterns vary across different question types or survey sections?
  • Which questions have the highest skip rates or incomplete response rates?
| -| [qualtrics__survey](https://fivetran.github.io/dbt_qualtrics/#!/model/model.qualtrics.qualtrics__survey) | Tracks survey-level metrics including response counts, question counts, distribution details, and survey status to monitor survey performance and response rates.

**Example Analytics Questions:**
  • Which surveys have the highest response rates and completion rates?
  • How many questions are in each survey and does question count affect completion rates?
  • What survey distributions generate the most responses and engagement?
| +| [qualtrics__contact](https://fivetran.github.io/dbt_qualtrics/#!/model/model.qualtrics.qualtrics__contact) | Detailed view of all contacts (from both the XM Directory and Research Core contact endpoints), enhanced with response and mailing list metrics.

**Example Analytics Questions:**
  • Which contacts have the highest survey response and completion rates?
  • How do engagement metrics differ between different contact cohorts?
  • Which contacts have been sent surveys but never responded?
| +| [qualtrics__daily_breakdown](https://fivetran.github.io/dbt_qualtrics/#!/model/model.qualtrics.qualtrics__daily_breakdown) | Provides a daily summary of survey activity including survey sends, responses, and distribution performance to monitor day-to-day engagement and identify trends.

**Example Analytics Questions:**
  • Are there optimal days or times when survey completion rates spike?
  • How does response behavior change during weekdays versus weekends?
  • Which contact segments show consistent engagement versus sporadic activity patterns?
| +| [qualtrics__directory](https://fivetran.github.io/dbt_qualtrics/#!/model/model.qualtrics.qualtrics__directory) | Manages contact directories with metrics on total contacts, survey distributions sent, and engagement rates to organize audiences and optimize contact list management.

**Example Analytics Questions:**
  • Which directories are becoming oversaturated with unresponsive contacts?
  • Where should we focus re-engagement campaigns based on recent activity drops?
  • Are there directories with high contact volume but low survey participation?
| +| [qualtrics__distribution](https://fivetran.github.io/dbt_qualtrics/#!/model/model.qualtrics.qualtrics__distribution) | Monitors survey distribution campaigns including send methods, recipient counts, and response metrics to optimize distribution strategies and timing.

**Example Analytics Questions:**
  • Do email campaigns consistently outperform SMS for specific audience segments?
  • What is the optimal wait time between survey send and follow-up reminders?
  • Which campaigns show high open rates but low completion rates?
| +| [qualtrics__response](https://fivetran.github.io/dbt_qualtrics/#!/model/model.qualtrics.qualtrics__response) | Provides detailed question-level response data including answers to individual questions and sub-questions, enriched with survey context to analyze response patterns and answer distributions.

**Example Analytics Questions:**
  • Are there questions that consistently cause respondents to abandon the survey?
  • Which embedded data fields correlate with specific answer choices?
  • Do certain question types (matrix, multiple choice, text) show different completion behaviors?
| +| [qualtrics__survey](https://fivetran.github.io/dbt_qualtrics/#!/model/model.qualtrics.qualtrics__survey) | Tracks survey-level metrics including response counts, question counts, distribution details, and survey status to monitor survey performance and response rates.

**Example Analytics Questions:**
  • Is there a survey length threshold where completion rates significantly drop off?
  • Which surveys show strong initial engagement but poor follow-through?
  • How do anonymous survey responses compare to identified distribution channels?
| ¹ Each Quickstart transformation job run materializes these models if all components of this data model are enabled. This count includes all staging, intermediate, and final models materialized as `view`, `table`, or `incremental`. @@ -61,7 +61,7 @@ By default, this package materializes the following final tables: To use this dbt package, you must have the following: - At least one Fivetran Qualtrics connection syncing data into your destination. -- A **BigQuery**, **Snowflake**, **Redshift**, **Databricks**, or **PostgreSQL** destination. +- A [BigQuery](https://fivetran.com/docs/destinations/bigquery), [Snowflake](https://fivetran.com/docs/destinations/snowflake), [Redshift](https://fivetran.com/docs/destinations/redshift), [PostgreSQL](https://fivetran.com/docs/destinations/postgresql), or [Databricks](https://fivetran.com/docs/destinations/databricks) destination. ## How do I use the dbt package? You can either add this dbt package in the Fivetran dashboard or import it into your dbt project: @@ -128,7 +128,7 @@ vars: ### (Optional) Additional configurations #### Passing Through Additional Fields -This package includes all source columns defined in the macros folder. You can add more columns using our pass-through column variables. These variables allow for the pass-through fields to be aliased (`alias`) and casted (`transform_sql`) if desired, but not required. Datatype casting is configured via a sql snippet within the `transform_sql` key. You may add the desired sql while omitting the `as field_name` at the end and your custom pass-though fields will be casted accordingly. Use the below format for declaring the respective pass-through variables: +This package includes all source columns defined in the macros folder. You can add more columns using our pass-through column variables. These variables allow for the pass-through fields to be aliased (`alias`) and casted (`transform_sql`) if desired, but not required. Datatype casting is configured via a sql snippet within the `transform_sql` key. You may add the desired sql while omitting the `as field_name` at the end and your custom pass-through fields will be casted accordingly. Use the below format for declaring the respective pass-through variables: ```yml # dbt_project.yml From 2dfb7bcaab332f2e8d8978703c70371203f9a49d Mon Sep 17 00:00:00 2001 From: "github-actions[bot]" Date: Thu, 15 Jan 2026 22:00:45 +0000 Subject: [PATCH 7/7] Generate dbt docs via GitHub Actions --- docs/catalog.json | 2 +- docs/manifest.json | 2 +- 2 files changed, 2 insertions(+), 2 deletions(-) diff --git a/docs/catalog.json b/docs/catalog.json index a552aa0..e32ca34 100644 --- a/docs/catalog.json +++ b/docs/catalog.json @@ -1 +1 @@ -{"metadata": {"dbt_schema_version": "https://schemas.getdbt.com/dbt/catalog/v1.json", "dbt_version": "1.10.15", "generated_at": "2025-12-02T19:20:15.670410Z", "invocation_id": "2cf38909-7a49-4908-a398-65b2e63ea9f9", "invocation_started_at": "2025-12-02T19:20:12.632378Z", "env": {}}, "nodes": {"seed.qualtrics_integration_tests.block": {"metadata": {"type": "BASE TABLE", "schema": "public", "name": "block", "database": "postgres", "comment": null, "owner": "postgres"}, "columns": {"id": {"type": "text", "index": 1, "name": "id", "comment": null}, "survey_id": {"type": "text", "index": 2, "name": "survey_id", "comment": null}, "_fivetran_deleted": {"type": "boolean", "index": 3, "name": "_fivetran_deleted", "comment": null}, "_fivetran_synced": {"type": "timestamp without time zone", "index": 4, "name": "_fivetran_synced", "comment": null}, "block_locking": {"type": "integer", "index": 5, "name": "block_locking", "comment": null}, "block_visibility": {"type": "integer", "index": 6, "name": "block_visibility", "comment": null}, "description": {"type": "text", "index": 7, "name": "description", "comment": null}, "randomize_questions": {"type": "integer", "index": 8, "name": "randomize_questions", "comment": null}, "type": {"type": "text", "index": 9, "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": "seed.qualtrics_integration_tests.block"}, "seed.qualtrics_integration_tests.block_question": {"metadata": {"type": "BASE TABLE", "schema": "public", "name": "block_question", "database": "postgres", "comment": null, "owner": "postgres"}, "columns": {"block_id": {"type": "text", "index": 1, "name": "block_id", "comment": null}, "question_id": {"type": "text", "index": 2, "name": "question_id", "comment": null}, "survey_id": {"type": "character varying", "index": 3, "name": "survey_id", "comment": null}, "_fivetran_deleted": {"type": "boolean", "index": 4, "name": "_fivetran_deleted", "comment": null}, "_fivetran_synced": {"type": "timestamp without time zone", "index": 5, "name": "_fivetran_synced", "comment": null}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "seed.qualtrics_integration_tests.block_question"}, "seed.qualtrics_integration_tests.contact_mailing_list_membership": {"metadata": {"type": "BASE TABLE", "schema": "public", "name": "contact_mailing_list_membership", "database": "postgres", "comment": null, "owner": "postgres"}, "columns": {"contact_lookup_id": {"type": "text", "index": 1, "name": "contact_lookup_id", "comment": null}, "_fivetran_synced": {"type": "timestamp without time zone", "index": 2, "name": "_fivetran_synced", "comment": null}, "contact_id": {"type": "text", "index": 3, "name": "contact_id", "comment": null}, "directory_id": {"type": "text", "index": 4, "name": "directory_id", "comment": null}, "mailing_list_id": {"type": "text", "index": 5, "name": "mailing_list_id", "comment": null}, "name": {"type": "text", "index": 6, "name": "name", "comment": null}, "owner_id": {"type": "text", "index": 7, "name": "owner_id", "comment": null}, "unsubscribe_date": {"type": "timestamp without time zone", "index": 8, "name": "unsubscribe_date", "comment": null}, "unsubscribed": {"type": "boolean", "index": 9, "name": "unsubscribed", "comment": null}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "seed.qualtrics_integration_tests.contact_mailing_list_membership"}, "seed.qualtrics_integration_tests.core_contact": {"metadata": {"type": "BASE TABLE", "schema": "public", "name": "core_contact", "database": "postgres", "comment": null, "owner": "postgres"}, "columns": {"_fivetran_synced": {"type": "timestamp without time zone", "index": 1, "name": "_fivetran_synced", "comment": null}, "id": {"type": "text", "index": 2, "name": "id", "comment": null}, "mailing_list_id": {"type": "text", "index": 3, "name": "mailing_list_id", "comment": null}, "first_name": {"type": "text", "index": 4, "name": "first_name", "comment": null}, "last_name": {"type": "text", "index": 5, "name": "last_name", "comment": null}, "email": {"type": "text", "index": 6, "name": "email", "comment": null}, "external_data_reference": {"type": "character varying", "index": 7, "name": "external_data_reference", "comment": null}, "language": {"type": "character varying", "index": 8, "name": "language", "comment": null}, "unsubscribed": {"type": "boolean", "index": 9, "name": "unsubscribed", "comment": null}, "_fivetran_deleted": {"type": "boolean", "index": 10, "name": "_fivetran_deleted", "comment": null}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "seed.qualtrics_integration_tests.core_contact"}, "seed.qualtrics_integration_tests.core_mailing_list": {"metadata": {"type": "BASE TABLE", "schema": "public", "name": "core_mailing_list", "database": "postgres", "comment": null, "owner": "postgres"}, "columns": {"_fivetran_synced": {"type": "timestamp without time zone", "index": 1, "name": "_fivetran_synced", "comment": null}, "id": {"type": "text", "index": 2, "name": "id", "comment": null}, "library_id": {"type": "text", "index": 3, "name": "library_id", "comment": null}, "name": {"type": "text", "index": 4, "name": "name", "comment": null}, "category": {"type": "text", "index": 5, "name": "category", "comment": null}, "folder": {"type": "text", "index": 6, "name": "folder", "comment": null}, "_fivetran_deleted": {"type": "boolean", "index": 7, "name": "_fivetran_deleted", "comment": null}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "seed.qualtrics_integration_tests.core_mailing_list"}, "seed.qualtrics_integration_tests.directory": {"metadata": {"type": "BASE TABLE", "schema": "public", "name": "directory", "database": "postgres", "comment": null, "owner": "postgres"}, "columns": {"id": {"type": "text", "index": 1, "name": "id", "comment": null}, "_fivetran_deleted": {"type": "boolean", "index": 2, "name": "_fivetran_deleted", "comment": null}, "_fivetran_synced": {"type": "timestamp without time zone", "index": 3, "name": "_fivetran_synced", "comment": null}, "deduplication_criteria_email": {"type": "boolean", "index": 4, "name": "deduplication_criteria_email", "comment": null}, "deduplication_criteria_external_data_reference": {"type": "boolean", "index": 5, "name": "deduplication_criteria_external_data_reference", "comment": null}, "deduplication_criteria_first_name": {"type": "boolean", "index": 6, "name": "deduplication_criteria_first_name", "comment": null}, "deduplication_criteria_last_name": {"type": "boolean", "index": 7, "name": "deduplication_criteria_last_name", "comment": null}, "deduplication_criteria_phone": {"type": "boolean", "index": 8, "name": "deduplication_criteria_phone", "comment": null}, "is_default": {"type": "boolean", "index": 9, "name": "is_default", "comment": null}, "name": {"type": "text", "index": 10, "name": "name", "comment": null}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "seed.qualtrics_integration_tests.directory"}, "seed.qualtrics_integration_tests.directory_contact": {"metadata": {"type": "BASE TABLE", "schema": "public", "name": "directory_contact", "database": "postgres", "comment": null, "owner": "postgres"}, "columns": {"directory_id": {"type": "text", "index": 1, "name": "directory_id", "comment": null}, "id": {"type": "text", "index": 2, "name": "id", "comment": null}, "_fivetran_synced": {"type": "timestamp without time zone", "index": 3, "name": "_fivetran_synced", "comment": null}, "creation_date": {"type": "timestamp without time zone", "index": 4, "name": "creation_date", "comment": null}, "directory_unsubscribe_date": {"type": "timestamp without time zone", "index": 5, "name": 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"message_message_text", "comment": null}, "modified_date": {"type": "text", "index": 12, "name": "modified_date", "comment": null}, "organization_id": {"type": "text", "index": 13, "name": "organization_id", "comment": null}, "owner_id": {"type": "text", "index": 14, "name": "owner_id", "comment": null}, "parent_distribution_id": {"type": "character varying", "index": 15, "name": "parent_distribution_id", "comment": null}, "recipient_contact_id": {"type": "text", "index": 16, "name": "recipient_contact_id", "comment": null}, "recipient_library_id": {"type": "text", "index": 17, "name": "recipient_library_id", "comment": null}, "recipient_mailing_list_id": {"type": "text", "index": 18, "name": "recipient_mailing_list_id", "comment": null}, "recipient_sample_id": {"type": "text", "index": 19, "name": "recipient_sample_id", "comment": null}, "request_status": {"type": "text", "index": 20, "name": "request_status", "comment": null}, "request_type": {"type": "text", "index": 21, "name": 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{"name": "_fivetran_synced", "description": "The time when a record was last updated by Fivetran.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics._fivetran_synced"]}, "created_at": {"name": "created_at", "description": "The creation date and time of the record, expressed as an ISO 8601 value.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.creation_date"]}, "header_from_email": {"name": "header_from_email", "description": "Email from address.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.header_from_email"]}, "header_from_name": {"name": "header_from_name", "description": "Email from name.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.header_from_name"]}, "header_reply_to_email": {"name": "header_reply_to_email", "description": "Email reply-to address.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.header_reply_to_email"]}, "header_subject": {"name": "header_subject", "description": "Email subject; text or message id (MS_).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.header_subject"]}, "distribution_id": {"name": "distribution_id", "description": "The unique Distribution ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.distribution_id"]}, "message_library_id": {"name": "message_library_id", "description": "Library ID of the message.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.message_library_id"]}, "message_id": {"name": "message_id", "description": "The ID for the desired library message.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.message_message_id"]}, "message_text": {"name": "message_text", "description": "Text of the message to send.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.message_message_text"]}, "last_modified_at": {"name": "last_modified_at", "description": "The point in time when the record was last modified.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.last_modified_date"]}, "organization_id": {"name": "organization_id", "description": "ID of the organization/brand this record belongs to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.organization_id"]}, "owner_user_id": {"name": "owner_user_id", "description": "The unique identifier for a specific user who owns this.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.owner_id"]}, "parent_distribution_id": {"name": "parent_distribution_id", "description": "The unique ID of the parent distribution.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.parent_distribution_id"]}, "recipient_contact_id": {"name": "recipient_contact_id", "description": "The contact ID of the recipient. Can point to `directory_contact` or `core_contact`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.recipient_contact_id"]}, "recipient_library_id": {"name": "recipient_library_id", "description": "Library ID of the message.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.recipient_library_id"]}, "recipient_mailing_list_id": {"name": "recipient_mailing_list_id", "description": "The mailing list or contact group associated with the distribution(s). Can point to `directory_mailing_list` or `core_mailing_list`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.recipient_mailing_list_id"]}, "recipient_sample_id": {"name": "recipient_sample_id", "description": "The ID for the desired sample. Can point to `directory_sample` or `core_sample` (not included in package).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.recipient_sample_id"]}, "request_status": {"name": "request_status", "description": "The distribution's status. States include `Pending` and `Done`. The Pending state is for email that is scheduled to be sent at a later time.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.request_status"]}, "request_type": {"name": "request_type", "description": "The distribution's type. Types include `Invite`, `Reminder`, and `ThankYou`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.request_type"]}, "send_at": {"name": "send_at", "description": "The date and time the request will be or was sent (in ISO 8601 format). Note that this date and time could be in the future if the email distribution is scheduled to send after a delay.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.send_date"]}, "survey_link_expires_at": {"name": "survey_link_expires_at", "description": "The expiration date for the link associated with the survey distribution. Null if `request_type` != `Invite`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.survey_link_expiration_date"]}, "survey_link_type": {"name": "survey_link_type", "description": "The link type (`Individual`, `Anonymous`, or `Multiple`) for the link associated with the survey distribution. Null if `request_type` != `Invite`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.survey_link_link_type"]}, "survey_id": {"name": "survey_id", "description": "The unique survey ID. Will be non-null even if `request_type` != `Invite`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.survey_link_survey_id"]}, "source_relation": {"name": "source_relation", "description": "The schema or database this record came from if you are making use of the qualtrics_union_schemas or qualtrics_union_databases variables, respectively. Empty string if you are not using either of these variables to union together multiple Qualtrics connectors.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.source_relation"]}, "parent_distribution_header_subject": {"name": "parent_distribution_header_subject", "description": "Email subject; text or message id (MS_) of the parent distribution.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.parent_distribution_header_subject"]}, "recipient_mailing_list_name": {"name": "recipient_mailing_list_name", "description": "Name of the mailing list associated with the distribution(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.recipient_mailing_list_name"]}, "owner_email": {"name": "owner_email", "description": "Email of the `USER` who owns the object.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.owner_email"]}, "owner_first_name": {"name": "owner_first_name", "description": "First name of the `user` who owns the object.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.owner_first_name"]}, "owner_last_name": {"name": "owner_last_name", "description": "Surname of the `user` who owns the object.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.owner_last_name"]}, "total_count_contacts": {"name": "total_count_contacts", "description": "Total number of contacts.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.total_count_contacts"]}, "count_contacts_sent_surveys": {"name": "count_contacts_sent_surveys", "description": "Count of unique contacts who have been sent surveys via the distribution.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.count_contacts_sent_surveys"]}, "count_contacts_opened_surveys": {"name": "count_contacts_opened_surveys", "description": "Count of unique contacts who have opened surveys via the distribution.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.count_contacts_opened_surveys"]}, "count_contacts_started_surveys": {"name": "count_contacts_started_surveys", "description": "Count of unique contacts who have started surveys via the distribution.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.count_contacts_started_surveys"]}, "count_contacts_completed_surveys": {"name": "count_contacts_completed_surveys", "description": "Count of unique contacts who have completed surveys via the distribution.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.count_contacts_completed_surveys"]}, "first_survey_sent_at": {"name": "first_survey_sent_at", "description": "Timestamp of when the first survey was sent via this distribution.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.first_survey_sent_at"]}, "last_survey_sent_at": {"name": "last_survey_sent_at", "description": "Timestamp of when a survey was most recently sent out via this distribution.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.last_survey_sent_at"]}, "first_survey_opened_at": {"name": "first_survey_opened_at", "description": "Timestamp of when the first survey was opened via this distribution.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.first_survey_opened_at"]}, "last_survey_opened_at": {"name": "last_survey_opened_at", "description": "Timestamp of when a survey was most recently opened via this distribution.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.last_survey_opened_at"]}, "first_response_completed_at": {"name": "first_response_completed_at", "description": "Timestamp of when the first survey was completed via this distribution.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.first_response_completed_at"]}, "last_response_completed_at": {"name": "last_response_completed_at", "description": "Timestamp of when a survey was most recently completed via this distribution.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.last_response_completed_at"]}, "avg_time_to_open_in_seconds": {"name": "avg_time_to_open_in_seconds", "description": "Average time difference between when a survey was sent and when it was opened.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.avg_time_to_open_in_seconds"]}, "avg_time_to_start_in_seconds": {"name": "avg_time_to_start_in_seconds", "description": "Average time difference between when a survey was **sent** and when it was started.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.avg_time_to_start_in_seconds"]}, "avg_time_to_complete_in_seconds": {"name": "avg_time_to_complete_in_seconds", "description": "Average time difference between when a survey was **sent** and when it was completed.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.avg_time_to_complete_in_seconds"]}, "median_time_to_open_in_seconds": {"name": "median_time_to_open_in_seconds", "description": "Median time difference between when a survey was sent and when it was opened.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.median_time_to_open_in_seconds"]}, "median_time_to_start_in_seconds": {"name": "median_time_to_start_in_seconds", "description": "Median time difference between when a survey was **sent** and when it was started.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.median_time_to_start_in_seconds"]}, "median_time_to_complete_in_seconds": {"name": "median_time_to_complete_in_seconds", "description": "Median time difference between when a survey was **sent** and when it was completed.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.median_time_to_complete_in_seconds"]}, "current_count_surveys_pending": {"name": "current_count_surveys_pending", "description": "Count of distributed surveys currently pending (the distribution is scheduled but has yet to be sent).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.current_count_surveys_pending"]}, "current_count_surveys_success": {"name": "current_count_surveys_success", "description": "Count of distributed surveys currently with a status of `success` (the distribution was successfully delivered to the contact).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.current_count_surveys_success"]}, "current_count_surveys_error": {"name": "current_count_surveys_error", "description": "Count of distributed surveys currently with a status of `error` (an error occurred while attempting to send the distribution).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.current_count_surveys_error"]}, "current_count_surveys_opened": {"name": "current_count_surveys_opened", "description": "Count of distributed surveys currently with a status of `opened` (the distribution was opened by the contact).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.current_count_surveys_opened"]}, "current_count_surveys_complaint": {"name": "current_count_surveys_complaint", "description": "Count of distributed surveys currently with a status of `complaint` (the contact complained that the distribution was spam).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.current_count_surveys_complaint"]}, "current_count_surveys_skipped": {"name": "current_count_surveys_skipped", "description": "Count of distributed surveys currently with a status of `skipped` (the contact was skipped due to contact frequency rules or blacklisted contact information).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.current_count_surveys_skipped"]}, "current_count_surveys_blocked": {"name": "current_count_surveys_blocked", "description": "Count of distributed surveys currently with a status of `blocked` (the distribution failed to send, because the contact blocked it or the email was caught by the spam circuit breaker).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.current_count_surveys_blocked"]}, "current_count_surveys_failure": {"name": "current_count_surveys_failure", "description": "Count of distributed surveys currently with a status of `failed` (the distribution failed to be delivered).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.current_count_surveys_failure"]}, "current_count_surveys_unknown": {"name": "current_count_surveys_unknown", "description": "Count of distributed surveys currently with a status of `unknown` (the distribution failed for an unknown reason).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.current_count_surveys_unknown"]}, "current_count_surveys_softbounce": {"name": "current_count_surveys_softbounce", "description": "Count of distributed surveys currently with a status of `softbounce` (the distribution bounced but can be retried).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.current_count_surveys_softbounce"]}, "current_count_surveys_hardbounce": {"name": "current_count_surveys_hardbounce", "description": "Count of distributed surveys currently with a status of `hardbounce` (the distribution bounced and should not be retried).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.current_count_surveys_hardbounce"]}, "current_count_surveys_surveystarted": {"name": "current_count_surveys_surveystarted", "description": "Count of distributed surveys currently with a status of `surveystarted` (the contact started the survey distributed).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.current_count_surveys_surveystarted"]}, "current_count_surveys_surveyfinished": {"name": "current_count_surveys_surveyfinished", "description": "Count of distributed surveys currently with a status of `surveyfinished` (the contact submitted a completed survey response).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.current_count_surveys_surveyfinished"]}, "current_count_surveys_surveyscreenedout": {"name": "current_count_surveys_surveyscreenedout", "description": "Count of distributed surveys currently with a status of `surveyscreenedout` (the contact screened out while taking the survey).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.current_count_surveys_surveyscreenedout"]}, "current_count_surveys_sessionexpired": {"name": "current_count_surveys_sessionexpired", "description": "Count of distributed surveys currently with a status of `sessionexpired` (the contact's survey session has expired).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.current_count_surveys_sessionexpired"]}, "current_count_surveys_surveypartiallyfinished": {"name": "current_count_surveys_surveypartiallyfinished", "description": "Count of distributed surveys currently with a status of `surveypartiallyfinished` (the contact submitted a partially completed survey response).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.current_count_surveys_surveypartiallyfinished"]}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "qualtrics://models/qualtrics.yml", "build_path": null, "unrendered_config": {"tags": ["qualtrics", "fivetran_package"], "schema": "qualtrics_{{ var('directed_schema','dev') }}", "materialized": "table"}, "created_at": 1764703206.2478008, "relation_name": "\"postgres\".\"public_qualtrics_dev\".\"qualtrics__distribution\"", "raw_code": "with distribution as (\n\n select *\n from {{ ref('stg_qualtrics__distribution') }}\n),\n\nqualtrics_user as (\n\n select *\n from {{ ref('stg_qualtrics__user') }}\n),\n\ndirectory_mailing_list as (\n\n select *\n from {{ ref('stg_qualtrics__directory_mailing_list') }}\n),\n\n{% if var('qualtrics__using_core_mailing_lists', false) %}\ncore_mailing_list as (\n\n select *\n from {{ ref('stg_qualtrics__core_mailing_list') }}\n),\n{% endif %}\n\ndistribution_contact as (\n\n select \n *,\n -- all relative to sent_at (should response be relative to opened_at?)\n {{ fivetran_utils.timestamp_diff(first_date=\"sent_at\", second_date=\"opened_at\", datepart=\"second\") }} as time_to_open_in_seconds,\n {{ fivetran_utils.timestamp_diff(first_date=\"sent_at\", second_date=\"response_started_at\", datepart=\"second\") }} as time_to_start_in_seconds,\n {{ fivetran_utils.timestamp_diff(first_date=\"sent_at\", second_date=\"response_completed_at\", datepart=\"second\") }} as time_to_complete_in_seconds\n\n\n from {{ ref('stg_qualtrics__distribution_contact') }}\n),\n\npivoted_metrics as (\n\n select \n distribution_id,\n source_relation,\n -- current metrics\n {% for status in ('pending','success','error','opened','complaint','skipped','blocked','failure','unknown','softbounce','hardbounce','surveystarted','surveypartiallyfinished', 'surveyfinished','surveyscreenedout','sessionexpired') %}\n sum(case when lower(status) = '{{ status }}' then 1 else 0 end) as current_count_surveys_{{ status }},\n {% endfor %}\n count(distinct contact_id) as total_count_contacts,\n count(distinct case when sent_at is not null then contact_id else null end) as count_contacts_sent_surveys,\n count(distinct case when opened_at is not null then contact_id else null end) as count_contacts_opened_surveys,\n count(distinct case when response_started_at is not null then contact_id else null end) as count_contacts_started_surveys,\n count(distinct case when response_completed_at is not null then contact_id else null end) as count_contacts_completed_surveys,\n min(sent_at) as first_survey_sent_at,\n max(sent_at) as last_survey_sent_at,\n min(opened_at) as first_survey_opened_at,\n max(opened_at) as last_survey_opened_at,\n min(response_completed_at) as first_response_completed_at,\n max(response_completed_at) as last_response_completed_at,\n avg(time_to_open_in_seconds) as avg_time_to_open_in_seconds,\n avg(time_to_start_in_seconds) as avg_time_to_start_in_seconds,\n avg(time_to_complete_in_seconds) as avg_time_to_complete_in_seconds\n\n from distribution_contact\n group by 1,2\n),\n\ncalc_medians as (\n \n select \n distribution_id,\n source_relation,\n median_time_to_open_in_seconds,\n median_time_to_start_in_seconds,\n median_time_to_complete_in_seconds\n from (\n select \n distribution_id, \n source_relation,\n {{ fivetran_utils.percentile(percentile_field='time_to_open_in_seconds', partition_field='distribution_id,source_relation', percent='0.5') }} as median_time_to_open_in_seconds,\n {{ fivetran_utils.percentile(percentile_field='time_to_start_in_seconds', partition_field='distribution_id,source_relation', percent='0.5') }} as median_time_to_start_in_seconds,\n {{ fivetran_utils.percentile(percentile_field='time_to_complete_in_seconds', partition_field='distribution_id,source_relation', percent='0.5') }} as median_time_to_complete_in_seconds\n\n from distribution_contact\n {% if target.type == 'postgres' %} group by 1,2 {% endif %} -- percentile macro uses an aggregate function on postgres and window functions on other DBs\n ) as rollup_medians\n {% if target.type != 'postgres' %} group by 1,2,3,4,5 {% endif %} -- roll up if using window function\n),\n\nfinal as (\n\n select \n distribution.*,\n parent_distribution.header_subject as parent_distribution_header_subject,\n {% if var('qualtrics__using_core_mailing_lists', false) -%} coalesce(directory_mailing_list.name, core_mailing_list.name) {%- else %} directory_mailing_list.name {%- endif %} as recipient_mailing_list_name,\n qualtrics_user.email as owner_email,\n qualtrics_user.first_name as owner_first_name,\n qualtrics_user.last_name as owner_last_name,\n {% for status in ('pending','success','error','opened','complaint','skipped','blocked','failure','unknown','softbounce','hardbounce','surveystarted','surveypartiallyfinished','surveyfinished','surveyscreenedout','sessionexpired') %}\n coalesce(pivoted_metrics.current_count_surveys_{{ status }}, 0) as current_count_surveys_{{ status }},\n {% endfor %}\n coalesce(pivoted_metrics.total_count_contacts, 0) as total_count_contacts,\n coalesce(pivoted_metrics.count_contacts_sent_surveys, 0) as count_contacts_sent_surveys,\n coalesce(pivoted_metrics.count_contacts_opened_surveys, 0) as count_contacts_opened_surveys,\n coalesce(pivoted_metrics.count_contacts_started_surveys, 0) as count_contacts_started_surveys,\n coalesce(pivoted_metrics.count_contacts_completed_surveys, 0) as count_contacts_completed_surveys,\n pivoted_metrics.first_survey_sent_at,\n pivoted_metrics.last_survey_sent_at,\n pivoted_metrics.first_survey_opened_at,\n pivoted_metrics.last_survey_opened_at,\n pivoted_metrics.first_response_completed_at,\n pivoted_metrics.last_response_completed_at,\n pivoted_metrics.avg_time_to_open_in_seconds,\n pivoted_metrics.avg_time_to_start_in_seconds,\n pivoted_metrics.avg_time_to_complete_in_seconds,\n calc_medians.median_time_to_open_in_seconds,\n calc_medians.median_time_to_start_in_seconds,\n calc_medians.median_time_to_complete_in_seconds\n\n from distribution\n left join qualtrics_user \n on distribution.owner_user_id = qualtrics_user.user_id \n and distribution.source_relation = qualtrics_user.source_relation\n left join distribution as parent_distribution\n on distribution.parent_distribution_id = parent_distribution.distribution_id\n and distribution.source_relation = parent_distribution.source_relation\n left join pivoted_metrics \n on distribution.distribution_id = pivoted_metrics.distribution_id \n and distribution.source_relation = pivoted_metrics.source_relation\n left join calc_medians \n on distribution.distribution_id = calc_medians.distribution_id \n and distribution.source_relation = calc_medians.source_relation\n left join directory_mailing_list\n on distribution.recipient_mailing_list_id = directory_mailing_list.mailing_list_id\n and distribution.source_relation = directory_mailing_list.source_relation\n {% if var('qualtrics__using_core_mailing_lists', false) %}\n left join core_mailing_list\n on distribution.recipient_mailing_list_id = core_mailing_list.mailing_list_id\n and distribution.source_relation = core_mailing_list.source_relation\n {% endif %}\n)\n\nselect *\nfrom final", "doc_blocks": [], "language": "sql", "refs": [{"name": "stg_qualtrics__distribution", "package": null, "version": null}, {"name": "stg_qualtrics__user", "package": null, "version": null}, {"name": "stg_qualtrics__directory_mailing_list", "package": null, "version": null}, {"name": "stg_qualtrics__core_mailing_list", "package": null, "version": null}, {"name": "stg_qualtrics__distribution_contact", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.timestamp_diff", "macro.fivetran_utils.percentile"], "nodes": ["model.qualtrics.stg_qualtrics__distribution", "model.qualtrics.stg_qualtrics__user", "model.qualtrics.stg_qualtrics__directory_mailing_list", "model.qualtrics.stg_qualtrics__core_mailing_list", "model.qualtrics.stg_qualtrics__distribution_contact"]}, "compiled_path": "target/compiled/qualtrics/models/qualtrics__distribution.sql", "compiled": true, "compiled_code": "with distribution as (\n\n select *\n from \"postgres\".\"public_qualtrics_dev\".\"stg_qualtrics__distribution\"\n),\n\nqualtrics_user as (\n\n select *\n from \"postgres\".\"public_qualtrics_dev\".\"stg_qualtrics__user\"\n),\n\ndirectory_mailing_list as (\n\n select *\n from \"postgres\".\"public_qualtrics_dev\".\"stg_qualtrics__directory_mailing_list\"\n),\n\n\ncore_mailing_list as (\n\n select *\n from \"postgres\".\"public_qualtrics_dev\".\"stg_qualtrics__core_mailing_list\"\n),\n\n\ndistribution_contact as (\n\n select \n *,\n -- all relative to sent_at (should response be relative to opened_at?)\n \n \n\n \n (\n (\n (\n ((opened_at)::date - (sent_at)::date)\n * 24 + date_part('hour', (opened_at)::timestamp) - date_part('hour', (sent_at)::timestamp))\n * 60 + date_part('minute', (opened_at)::timestamp) - date_part('minute', (sent_at)::timestamp))\n * 60 + floor(date_part('second', (opened_at)::timestamp)) - floor(date_part('second', (sent_at)::timestamp)))\n \n\n\n as time_to_open_in_seconds,\n \n \n\n \n (\n (\n (\n ((response_started_at)::date - (sent_at)::date)\n * 24 + date_part('hour', (response_started_at)::timestamp) - date_part('hour', (sent_at)::timestamp))\n * 60 + date_part('minute', (response_started_at)::timestamp) - date_part('minute', (sent_at)::timestamp))\n * 60 + floor(date_part('second', (response_started_at)::timestamp)) - floor(date_part('second', (sent_at)::timestamp)))\n \n\n\n as time_to_start_in_seconds,\n \n \n\n \n (\n (\n (\n ((response_completed_at)::date - (sent_at)::date)\n * 24 + date_part('hour', (response_completed_at)::timestamp) - date_part('hour', (sent_at)::timestamp))\n * 60 + date_part('minute', (response_completed_at)::timestamp) - date_part('minute', (sent_at)::timestamp))\n * 60 + floor(date_part('second', (response_completed_at)::timestamp)) - floor(date_part('second', (sent_at)::timestamp)))\n \n\n\n as time_to_complete_in_seconds\n\n\n from \"postgres\".\"public_qualtrics_dev\".\"stg_qualtrics__distribution_contact\"\n),\n\npivoted_metrics as (\n\n select \n distribution_id,\n source_relation,\n -- current metrics\n \n sum(case when lower(status) = 'pending' then 1 else 0 end) as current_count_surveys_pending,\n \n sum(case when lower(status) = 'success' then 1 else 0 end) as current_count_surveys_success,\n \n sum(case when lower(status) = 'error' then 1 else 0 end) as current_count_surveys_error,\n \n sum(case when lower(status) = 'opened' then 1 else 0 end) as current_count_surveys_opened,\n \n sum(case when lower(status) = 'complaint' then 1 else 0 end) as current_count_surveys_complaint,\n \n sum(case when lower(status) = 'skipped' then 1 else 0 end) as current_count_surveys_skipped,\n \n sum(case when lower(status) = 'blocked' then 1 else 0 end) as current_count_surveys_blocked,\n \n sum(case when lower(status) = 'failure' then 1 else 0 end) as current_count_surveys_failure,\n \n sum(case when lower(status) = 'unknown' then 1 else 0 end) as current_count_surveys_unknown,\n \n sum(case when lower(status) = 'softbounce' then 1 else 0 end) as current_count_surveys_softbounce,\n \n sum(case when lower(status) = 'hardbounce' then 1 else 0 end) as current_count_surveys_hardbounce,\n \n sum(case when lower(status) = 'surveystarted' then 1 else 0 end) as current_count_surveys_surveystarted,\n \n sum(case when lower(status) = 'surveypartiallyfinished' then 1 else 0 end) as current_count_surveys_surveypartiallyfinished,\n \n sum(case when lower(status) = 'surveyfinished' then 1 else 0 end) as current_count_surveys_surveyfinished,\n \n sum(case when lower(status) = 'surveyscreenedout' then 1 else 0 end) as current_count_surveys_surveyscreenedout,\n \n sum(case when lower(status) = 'sessionexpired' then 1 else 0 end) as current_count_surveys_sessionexpired,\n \n count(distinct contact_id) as total_count_contacts,\n count(distinct case when sent_at is not null then contact_id else null end) as count_contacts_sent_surveys,\n count(distinct case when opened_at is not null then contact_id else null end) as count_contacts_opened_surveys,\n count(distinct case when response_started_at is not null then contact_id else null end) as count_contacts_started_surveys,\n count(distinct case when response_completed_at is not null then contact_id else null end) as count_contacts_completed_surveys,\n min(sent_at) as first_survey_sent_at,\n max(sent_at) as last_survey_sent_at,\n min(opened_at) as first_survey_opened_at,\n max(opened_at) as last_survey_opened_at,\n min(response_completed_at) as first_response_completed_at,\n max(response_completed_at) as last_response_completed_at,\n avg(time_to_open_in_seconds) as avg_time_to_open_in_seconds,\n avg(time_to_start_in_seconds) as avg_time_to_start_in_seconds,\n avg(time_to_complete_in_seconds) as avg_time_to_complete_in_seconds\n\n from distribution_contact\n group by 1,2\n),\n\ncalc_medians as (\n \n select \n distribution_id,\n source_relation,\n median_time_to_open_in_seconds,\n median_time_to_start_in_seconds,\n median_time_to_complete_in_seconds\n from (\n select \n distribution_id, \n source_relation,\n \n\n percentile_cont( \n 0.5 )\n within group ( order by time_to_open_in_seconds )\n /* have to group by partition field */\n\n as median_time_to_open_in_seconds,\n \n\n percentile_cont( \n 0.5 )\n within group ( order by time_to_start_in_seconds )\n /* have to group by partition field */\n\n as median_time_to_start_in_seconds,\n \n\n percentile_cont( \n 0.5 )\n within group ( order by time_to_complete_in_seconds )\n /* have to group by partition field */\n\n as median_time_to_complete_in_seconds\n\n from distribution_contact\n group by 1,2 -- percentile macro uses an aggregate function on postgres and window functions on other DBs\n ) as rollup_medians\n -- roll up if using window function\n),\n\nfinal as (\n\n select \n distribution.*,\n parent_distribution.header_subject as parent_distribution_header_subject,\n coalesce(directory_mailing_list.name, core_mailing_list.name) as recipient_mailing_list_name,\n qualtrics_user.email as owner_email,\n qualtrics_user.first_name as owner_first_name,\n qualtrics_user.last_name as owner_last_name,\n \n coalesce(pivoted_metrics.current_count_surveys_pending, 0) as current_count_surveys_pending,\n \n coalesce(pivoted_metrics.current_count_surveys_success, 0) as current_count_surveys_success,\n \n coalesce(pivoted_metrics.current_count_surveys_error, 0) as current_count_surveys_error,\n \n coalesce(pivoted_metrics.current_count_surveys_opened, 0) as current_count_surveys_opened,\n \n coalesce(pivoted_metrics.current_count_surveys_complaint, 0) as current_count_surveys_complaint,\n \n coalesce(pivoted_metrics.current_count_surveys_skipped, 0) as current_count_surveys_skipped,\n \n coalesce(pivoted_metrics.current_count_surveys_blocked, 0) as current_count_surveys_blocked,\n \n coalesce(pivoted_metrics.current_count_surveys_failure, 0) as current_count_surveys_failure,\n \n coalesce(pivoted_metrics.current_count_surveys_unknown, 0) as current_count_surveys_unknown,\n \n coalesce(pivoted_metrics.current_count_surveys_softbounce, 0) as current_count_surveys_softbounce,\n \n coalesce(pivoted_metrics.current_count_surveys_hardbounce, 0) as current_count_surveys_hardbounce,\n \n coalesce(pivoted_metrics.current_count_surveys_surveystarted, 0) as current_count_surveys_surveystarted,\n \n coalesce(pivoted_metrics.current_count_surveys_surveypartiallyfinished, 0) as current_count_surveys_surveypartiallyfinished,\n \n coalesce(pivoted_metrics.current_count_surveys_surveyfinished, 0) as current_count_surveys_surveyfinished,\n \n coalesce(pivoted_metrics.current_count_surveys_surveyscreenedout, 0) as current_count_surveys_surveyscreenedout,\n \n coalesce(pivoted_metrics.current_count_surveys_sessionexpired, 0) as current_count_surveys_sessionexpired,\n \n coalesce(pivoted_metrics.total_count_contacts, 0) as total_count_contacts,\n coalesce(pivoted_metrics.count_contacts_sent_surveys, 0) as count_contacts_sent_surveys,\n coalesce(pivoted_metrics.count_contacts_opened_surveys, 0) as count_contacts_opened_surveys,\n coalesce(pivoted_metrics.count_contacts_started_surveys, 0) as count_contacts_started_surveys,\n coalesce(pivoted_metrics.count_contacts_completed_surveys, 0) as count_contacts_completed_surveys,\n pivoted_metrics.first_survey_sent_at,\n pivoted_metrics.last_survey_sent_at,\n pivoted_metrics.first_survey_opened_at,\n pivoted_metrics.last_survey_opened_at,\n pivoted_metrics.first_response_completed_at,\n pivoted_metrics.last_response_completed_at,\n pivoted_metrics.avg_time_to_open_in_seconds,\n pivoted_metrics.avg_time_to_start_in_seconds,\n pivoted_metrics.avg_time_to_complete_in_seconds,\n calc_medians.median_time_to_open_in_seconds,\n calc_medians.median_time_to_start_in_seconds,\n calc_medians.median_time_to_complete_in_seconds\n\n from distribution\n left join qualtrics_user \n on distribution.owner_user_id = qualtrics_user.user_id \n and distribution.source_relation = qualtrics_user.source_relation\n left join distribution as parent_distribution\n on distribution.parent_distribution_id = parent_distribution.distribution_id\n and distribution.source_relation = parent_distribution.source_relation\n left join pivoted_metrics \n on distribution.distribution_id = pivoted_metrics.distribution_id \n and distribution.source_relation = pivoted_metrics.source_relation\n left join calc_medians \n on distribution.distribution_id = calc_medians.distribution_id \n and distribution.source_relation = calc_medians.source_relation\n left join directory_mailing_list\n on distribution.recipient_mailing_list_id = directory_mailing_list.mailing_list_id\n and distribution.source_relation = directory_mailing_list.source_relation\n \n left join core_mailing_list\n on distribution.recipient_mailing_list_id = core_mailing_list.mailing_list_id\n and distribution.source_relation = core_mailing_list.source_relation\n \n)\n\nselect *\nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null, "primary_key": [], "time_spine": null}, "model.qualtrics.qualtrics__directory": {"database": "postgres", "schema": "public_qualtrics_dev", "name": "qualtrics__directory", "resource_type": "model", "package_name": "qualtrics", "path": "qualtrics__directory.sql", "original_file_path": "models/qualtrics__directory.sql", "unique_id": "model.qualtrics.qualtrics__directory", "fqn": ["qualtrics", "qualtrics__directory"], "alias": "qualtrics__directory", "checksum": {"name": "sha256", "checksum": "f26d7359ac657b896b7a1b80ffa442d83bd504dee42473dff837084795eaba40"}, "config": {"enabled": true, "alias": null, "schema": "qualtrics_dev", "database": null, "tags": ["qualtrics", "fivetran_package"], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "batch_size": null, "lookback": 1, "begin": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "event_time": null, "concurrent_batches": null, "access": "protected", "freshness": null}, "tags": ["qualtrics", "fivetran_package"], "description": "A directory is an address book for the entire brand and contains all of the contacts that have been added by your users. This model provides a detailed view of each directory, enhanced with metrics regarding contacts, survey distribution, and engagement. \n", "columns": {"is_deleted": {"name": "is_deleted", "description": "Boolean representing whether the record was soft-deleted in Qualtrics.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics._fivetran_deleted"]}, "_fivetran_synced": {"name": "_fivetran_synced", "description": "The time when a record was last updated by Fivetran.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics._fivetran_synced"]}, "is_deduped_on_email": {"name": "is_deduped_on_email", "description": "Boolean representing if directory contacts are deduped based on email.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.deduplication_criteria_email"]}, "is_deduped_on_ext_ref": {"name": "is_deduped_on_ext_ref", "description": "Boolean representing if directory contacts are deduped based on an external data reference.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.deduplication_criteria_external_data_reference"]}, "is_deduped_on_first_name": {"name": "is_deduped_on_first_name", "description": "Boolean representing if directory contacts are deduped based on first name.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.deduplication_criteria_first_name"]}, "is_deduped_on_last_name": {"name": "is_deduped_on_last_name", "description": "Boolean representing if directory contacts are deduped based on last name.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.deduplication_criteria_last_name"]}, "is_deduped_on_phone": {"name": "is_deduped_on_phone", "description": "Boolean representing if directory contacts are deduped based on phone number.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.deduplication_criteria_phone"]}, "directory_id": {"name": "directory_id", "description": "The directory ID, also known as a pool ID. Example - POOL_012345678901234", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.directory_id"]}, "is_default": {"name": "is_default", "description": "Boolean representing if this directory is the default one for your brand. \n\nThe default directory will be the first directory listed in the dropdown menu in Qualtrics.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.is_default"]}, "name": {"name": "name", "description": "Name of the directory.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.directory_name"]}, "count_distinct_emails": {"name": "count_distinct_emails", "description": "Count of distinct email addresses in the directory.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.count_distinct_emails"]}, "count_distinct_phones": {"name": "count_distinct_phones", "description": "Count of distinct phone numbers (stripped of any non-numeric characters) in the directory.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.count_distinct_phones"]}, "total_count_contacts": {"name": "total_count_contacts", "description": "Total number of contacts.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.total_count_contacts"]}, "total_count_unsubscribed_contacts": {"name": "total_count_unsubscribed_contacts", "description": "Total number of contacts who have unsubscribed from the directory.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.total_count_unsubscribed_contacts"]}, "count_contacts_created_30d": {"name": "count_contacts_created_30d", "description": "Number of contacts created in the last 30 days (inclusive) in this directory.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.count_contacts_created_30d"]}, "count_contacts_unsubscribed_30d": {"name": "count_contacts_unsubscribed_30d", "description": "Number of contacts who have opted out of receiving communications through this directory in the last 30 days (inclusive).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.count_contacts_unsubscribed_30d"]}, "count_contacts_sent_survey_30d": {"name": "count_contacts_sent_survey_30d", "description": "Number of contacts in this directory who have been sent a survey in the past 30 days (inclusive).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.count_contacts_sent_survey_30d"]}, "count_contacts_opened_survey_30d": {"name": "count_contacts_opened_survey_30d", "description": "Number of contacts in this directory who have been sent a survey in the past 30 days (inclusive) and opened it.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.count_contacts_opened_survey_30d"]}, "count_contacts_started_survey_30d": {"name": "count_contacts_started_survey_30d", "description": "Number of contacts in this directory who have been sent a survey in the past 30 days (inclusive)and started it.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.count_contacts_started_survey_30d"]}, "count_contacts_completed_survey_30d": {"name": "count_contacts_completed_survey_30d", "description": "Number of contacts in this directory who have been sent a survey in the past 30 days (inclusive) and completed it.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.count_contacts_completed_survey_30d"]}, "count_surveys_sent_30d": {"name": "count_surveys_sent_30d", "description": "Number of _distinct_ surveys sent to contacts in the past 30 days (inclusive).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.count_surveys_sent_30d"]}, "count_mailing_lists": {"name": "count_mailing_lists", "description": "Number of mailing lists the exist within the directory.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.count_mailing_lists"]}, "source_relation": {"name": "source_relation", "description": "The schema or database this record came from if you are making use of the qualtrics_union_schemas or qualtrics_union_databases variables, respectively. Empty string if you are not using either of these variables to union together multiple Qualtrics connectors.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.source_relation"]}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "qualtrics://models/qualtrics.yml", "build_path": null, "unrendered_config": {"tags": ["qualtrics", "fivetran_package"], "schema": "qualtrics_{{ var('directed_schema','dev') }}", "materialized": "table"}, "created_at": 1764703206.2270129, "relation_name": "\"postgres\".\"public_qualtrics_dev\".\"qualtrics__directory\"", "raw_code": "with directory as (\n\n select *\n from {{ ref('stg_qualtrics__directory') }}\n),\n\ndirectory_contact as (\n \n select *\n from {{ ref('stg_qualtrics__directory_contact') }}\n),\n\ndirectory_mailing_list as (\n\n select *\n from {{ ref('stg_qualtrics__directory_mailing_list') }}\n),\n\ndistribution_contact as (\n\n select *\n from {{ ref('stg_qualtrics__distribution_contact') }}\n),\n\ndistribution as (\n\n select *\n from {{ ref('stg_qualtrics__distribution') }}\n),\n\nagg_mailing_lists as (\n \n select \n directory_id,\n source_relation,\n count(distinct mailing_list_id) as count_mailing_lists\n \n from directory_mailing_list\n where not coalesce(is_deleted, false)\n group by 1,2\n),\n\nagg_contacts as (\n\n select \n directory_id,\n source_relation,\n count(distinct email) as count_distinct_emails,\n count(distinct phone) as count_distinct_phones,\n count(distinct contact_id) as total_count_contacts,\n count(distinct case when is_unsubscribed_from_directory then contact_id else null end) as total_count_unsubscribed_contacts,\n count(distinct case when {{ fivetran_utils.timestamp_diff(first_date=\"created_at\", second_date=dbt.current_timestamp(), datepart=\"day\") }} <= 30 then contact_id else null end) as count_contacts_created_30d,\n count(distinct case when is_unsubscribed_from_directory and {{ fivetran_utils.timestamp_diff(first_date=\"unsubscribed_from_directory_at\", second_date=dbt.current_timestamp(), datepart=\"day\") }} <= 30 then contact_id else null end) as count_contacts_unsubscribed_30d\n\n from directory_contact\n group by 1,2\n),\n\nagg_distributions as (\n-- of contacts sent surveys in the past 30 days, did they open or respond to the surveys?\n select \n directory_contact.directory_id,\n directory_contact.source_relation, \n count(distinct distribution_contact.contact_id) as count_contacts_sent_survey_30d, \n count(distinct case when distribution_contact.opened_at is not null then distribution_contact.contact_id end) as count_contacts_opened_survey_30d,\n count(distinct case when distribution_contact.response_started_at is not null then distribution_contact.contact_id end) as count_contacts_started_survey_30d,\n count(distinct case when distribution_contact.response_completed_at is not null then distribution_contact.contact_id end) as count_contacts_completed_survey_30d,\n count(distinct distribution.survey_id) as count_surveys_sent_30d\n \n from distribution_contact\n inner join directory_contact \n on distribution_contact.contact_id = directory_contact.contact_id\n and distribution_contact.source_relation = directory_contact.source_relation\n left join distribution \n on distribution_contact.distribution_id = distribution.distribution_id \n and distribution_contact.source_relation = distribution.source_relation\n where sent_at is not null \n and {{ fivetran_utils.timestamp_diff(first_date=\"distribution_contact.sent_at\", second_date=dbt.current_timestamp(), datepart=\"day\") }} <= 30\n \n group by 1,2\n),\n\nfinal as (\n\n select \n directory.*,\n coalesce(agg_contacts.count_distinct_emails, 0) as count_distinct_emails,\n coalesce(agg_contacts.count_distinct_phones, 0) as count_distinct_phones,\n coalesce(agg_contacts.total_count_contacts, 0) as total_count_contacts,\n coalesce(agg_contacts.total_count_unsubscribed_contacts, 0) as total_count_unsubscribed_contacts,\n coalesce(agg_contacts.count_contacts_created_30d, 0) as count_contacts_created_30d,\n coalesce(agg_contacts.count_contacts_unsubscribed_30d, 0) as count_contacts_unsubscribed_30d,\n coalesce(agg_distributions.count_contacts_sent_survey_30d, 0) as count_contacts_sent_survey_30d,\n coalesce(agg_distributions.count_contacts_opened_survey_30d, 0) as count_contacts_opened_survey_30d,\n coalesce(agg_distributions.count_contacts_started_survey_30d, 0) as count_contacts_started_survey_30d,\n coalesce(agg_distributions.count_contacts_completed_survey_30d, 0) as count_contacts_completed_survey_30d,\n coalesce(agg_distributions.count_surveys_sent_30d, 0) as count_surveys_sent_30d,\n coalesce(agg_mailing_lists.count_mailing_lists, 0) as count_mailing_lists\n\n from directory \n left join agg_contacts\n on directory.directory_id = agg_contacts.directory_id\n and directory.source_relation = agg_contacts.source_relation\n left join agg_distributions\n on directory.directory_id = agg_distributions.directory_id\n and directory.source_relation = agg_distributions.source_relation\n left join agg_mailing_lists\n on directory.directory_id = agg_mailing_lists.directory_id\n and directory.source_relation = agg_mailing_lists.source_relation\n)\n\nselect *\nfrom final", "doc_blocks": [], "language": "sql", "refs": [{"name": "stg_qualtrics__directory", "package": null, "version": null}, {"name": "stg_qualtrics__directory_contact", "package": null, "version": null}, {"name": "stg_qualtrics__directory_mailing_list", "package": null, "version": null}, {"name": "stg_qualtrics__distribution_contact", "package": null, "version": null}, {"name": "stg_qualtrics__distribution", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.current_timestamp", "macro.fivetran_utils.timestamp_diff"], "nodes": ["model.qualtrics.stg_qualtrics__directory", "model.qualtrics.stg_qualtrics__directory_contact", "model.qualtrics.stg_qualtrics__directory_mailing_list", "model.qualtrics.stg_qualtrics__distribution_contact", "model.qualtrics.stg_qualtrics__distribution"]}, "compiled_path": "target/compiled/qualtrics/models/qualtrics__directory.sql", "compiled": true, "compiled_code": "with directory as (\n\n select *\n from \"postgres\".\"public_qualtrics_dev\".\"stg_qualtrics__directory\"\n),\n\ndirectory_contact as (\n \n select *\n from \"postgres\".\"public_qualtrics_dev\".\"stg_qualtrics__directory_contact\"\n),\n\ndirectory_mailing_list as (\n\n select *\n from \"postgres\".\"public_qualtrics_dev\".\"stg_qualtrics__directory_mailing_list\"\n),\n\ndistribution_contact as (\n\n select *\n from \"postgres\".\"public_qualtrics_dev\".\"stg_qualtrics__distribution_contact\"\n),\n\ndistribution as (\n\n select *\n from \"postgres\".\"public_qualtrics_dev\".\"stg_qualtrics__distribution\"\n),\n\nagg_mailing_lists as (\n \n select \n directory_id,\n source_relation,\n count(distinct mailing_list_id) as count_mailing_lists\n \n from directory_mailing_list\n where not coalesce(is_deleted, false)\n group by 1,2\n),\n\nagg_contacts as (\n\n select \n directory_id,\n source_relation,\n count(distinct email) as count_distinct_emails,\n count(distinct phone) as count_distinct_phones,\n count(distinct contact_id) as total_count_contacts,\n count(distinct case when is_unsubscribed_from_directory then contact_id else null end) as total_count_unsubscribed_contacts,\n count(distinct case when \n \n\n \n ((now())::date - (created_at)::date)\n \n\n\n <= 30 then contact_id else null end) as count_contacts_created_30d,\n count(distinct case when is_unsubscribed_from_directory and \n \n\n \n ((now())::date - (unsubscribed_from_directory_at)::date)\n \n\n\n <= 30 then contact_id else null end) as count_contacts_unsubscribed_30d\n\n from directory_contact\n group by 1,2\n),\n\nagg_distributions as (\n-- of contacts sent surveys in the past 30 days, did they open or respond to the surveys?\n select \n directory_contact.directory_id,\n directory_contact.source_relation, \n count(distinct distribution_contact.contact_id) as count_contacts_sent_survey_30d, \n count(distinct case when distribution_contact.opened_at is not null then distribution_contact.contact_id end) as count_contacts_opened_survey_30d,\n count(distinct case when distribution_contact.response_started_at is not null then distribution_contact.contact_id end) as count_contacts_started_survey_30d,\n count(distinct case when distribution_contact.response_completed_at is not null then distribution_contact.contact_id end) as count_contacts_completed_survey_30d,\n count(distinct distribution.survey_id) as count_surveys_sent_30d\n \n from distribution_contact\n inner join directory_contact \n on distribution_contact.contact_id = directory_contact.contact_id\n and distribution_contact.source_relation = directory_contact.source_relation\n left join distribution \n on distribution_contact.distribution_id = distribution.distribution_id \n and distribution_contact.source_relation = distribution.source_relation\n where sent_at is not null \n and \n \n\n \n ((now())::date - (distribution_contact.sent_at)::date)\n \n\n\n <= 30\n \n group by 1,2\n),\n\nfinal as (\n\n select \n directory.*,\n coalesce(agg_contacts.count_distinct_emails, 0) as count_distinct_emails,\n coalesce(agg_contacts.count_distinct_phones, 0) as count_distinct_phones,\n coalesce(agg_contacts.total_count_contacts, 0) as total_count_contacts,\n coalesce(agg_contacts.total_count_unsubscribed_contacts, 0) as total_count_unsubscribed_contacts,\n coalesce(agg_contacts.count_contacts_created_30d, 0) as count_contacts_created_30d,\n coalesce(agg_contacts.count_contacts_unsubscribed_30d, 0) as count_contacts_unsubscribed_30d,\n coalesce(agg_distributions.count_contacts_sent_survey_30d, 0) as count_contacts_sent_survey_30d,\n coalesce(agg_distributions.count_contacts_opened_survey_30d, 0) as count_contacts_opened_survey_30d,\n coalesce(agg_distributions.count_contacts_started_survey_30d, 0) as count_contacts_started_survey_30d,\n coalesce(agg_distributions.count_contacts_completed_survey_30d, 0) as count_contacts_completed_survey_30d,\n coalesce(agg_distributions.count_surveys_sent_30d, 0) as count_surveys_sent_30d,\n coalesce(agg_mailing_lists.count_mailing_lists, 0) as count_mailing_lists\n\n from directory \n left join agg_contacts\n on directory.directory_id = agg_contacts.directory_id\n and directory.source_relation = agg_contacts.source_relation\n left join agg_distributions\n on directory.directory_id = agg_distributions.directory_id\n and directory.source_relation = agg_distributions.source_relation\n left join agg_mailing_lists\n on directory.directory_id = agg_mailing_lists.directory_id\n and directory.source_relation = agg_mailing_lists.source_relation\n)\n\nselect *\nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null, "primary_key": [], "time_spine": null}, "model.qualtrics.qualtrics__daily_breakdown": {"database": "postgres", "schema": "public_qualtrics_dev", "name": "qualtrics__daily_breakdown", "resource_type": "model", "package_name": "qualtrics", "path": "qualtrics__daily_breakdown.sql", "original_file_path": "models/qualtrics__daily_breakdown.sql", "unique_id": "model.qualtrics.qualtrics__daily_breakdown", "fqn": ["qualtrics", "qualtrics__daily_breakdown"], "alias": "qualtrics__daily_breakdown", "checksum": {"name": "sha256", "checksum": "1d19ff37e30e4deb4af5eef89cf3550615030816b0bade22dfb1ea12515e2640"}, "config": {"enabled": true, "alias": null, "schema": "qualtrics_dev", "database": null, "tags": ["qualtrics", "fivetran_package"], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "batch_size": null, "lookback": 1, "begin": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "event_time": null, "concurrent_batches": null, "access": "protected", "freshness": null}, "tags": ["qualtrics", "fivetran_package"], "description": "Daily breakdown of activities related to surveys and distribution in your Qualtrics instance.", "columns": {"source_relation": {"name": "source_relation", "description": "The schema or database this record came from if you are making use of the qualtrics_union_schemas or qualtrics_union_databases variables, respectively. Empty string if you are not using either of these variables to union together multiple Qualtrics connectors.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.source_relation"]}, "date_day": {"name": "date_day", "description": "Day of activity in your Qualtrics instance.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.date_day"]}, "count_contacts_created": {"name": "count_contacts_created", "description": "New contacts created on this day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.count_contacts_created"]}, "count_contacts_unsubscribed_from_directory": {"name": "count_contacts_unsubscribed_from_directory", "description": "Count of contacts that unsubscribed from a directory.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.count_contacts_unsubscribed_from_directory"]}, "count_contacts_unsubscribed_from_mailing_list": {"name": "count_contacts_unsubscribed_from_mailing_list", "description": "Count of contacts that unsubscribed from a mailing list.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.count_contacts_unsubscribed_from_mailing_list"]}, "count_contacts_sent_surveys": {"name": "count_contacts_sent_surveys", "description": "Count of unique contacts who have been sent surveys via the distribution.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.count_contacts_sent_surveys"]}, "count_contacts_opened_sent_surveys": {"name": "count_contacts_opened_sent_surveys", "description": "Count of contacts who opened a survey that was sent on this day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.count_contacts_opened_sent_surveys"]}, "count_contacts_started_sent_surveys": {"name": "count_contacts_started_sent_surveys", "description": "Count of contacts who started a survey that was sent on this day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.count_contacts_started_sent_surveys"]}, "count_contacts_completed_sent_surveys": {"name": "count_contacts_completed_sent_surveys", "description": "Count of contacts who completed a survey that was sent on this day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.count_contacts_completed_sent_surveys"]}, "count_distinct_surveys_responded_to": {"name": "count_distinct_surveys_responded_to", "description": "Count of distinct survey templates (ie `survey_id`) that contacts responded to on this day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.count_distinct_surveys_responded_to"]}, "total_count_survey_responses": {"name": "total_count_survey_responses", "description": "Count of distinct survey responses recorded on this day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.total_count_survey_responses"]}, "total_count_completed_survey_responses": {"name": "total_count_completed_survey_responses", "description": "Count of distinct complete survey responses recorded on this day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.total_count_completed_survey_responses"]}, "count_anonymous_survey_responses": {"name": "count_anonymous_survey_responses", "description": "Number of recorded survey responses distributed anonymously.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.count_anonymous_survey_responses"]}, "count_anonymous_completed_survey_responses": {"name": "count_anonymous_completed_survey_responses", "description": "Number of _completed_ recorded survey responses distributed anonymously.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.count_anonymous_completed_survey_responses"]}, "count_social_media_survey_responses": {"name": "count_social_media_survey_responses", "description": "Number of recorded survey responses distributed via [social media](https://www.qualtrics.com/support/survey-platform/distributions-module/social-media-distribution/).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.count_social_media_survey_responses"]}, "count_social_media_completed_survey_responses": {"name": "count_social_media_completed_survey_responses", "description": "Number of _completed_ survey responses distributed via [social media](https://www.qualtrics.com/support/survey-platform/distributions-module/social-media-distribution/).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.count_social_media_completed_survey_responses"]}, "count_personal_link_survey_responses": {"name": "count_personal_link_survey_responses", "description": "Number of recorded survey responses distributed via [personal links](https://www.qualtrics.com/support/survey-platform/distributions-module/email-distribution/personal-links/).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.count_personal_link_survey_responses"]}, "count_personal_link_completed_survey_responses": {"name": "count_personal_link_completed_survey_responses", "description": "Number of _completed_ survey responses distributed via [personal links](https://www.qualtrics.com/support/survey-platform/distributions-module/email-distribution/personal-links/).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.count_personal_link_completed_survey_responses"]}, "count_qr_code_survey_responses": {"name": "count_qr_code_survey_responses", "description": "Number of recorded survey responses distributed via [QR codes](https://www.qualtrics.com/support/survey-platform/distributions-module/web-distribution/qr-code/).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.count_qr_code_survey_responses"]}, "count_qr_code_completed_survey_responses": {"name": "count_qr_code_completed_survey_responses", "description": "Number of _completed_ survey responses distributed via [QR codes](https://www.qualtrics.com/support/survey-platform/distributions-module/web-distribution/qr-code/).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.count_qr_code_completed_survey_responses"]}, "count_email_survey_responses": {"name": "count_email_survey_responses", "description": "Number of recorded survey responses distributed via [email](https://www.qualtrics.com/support/survey-platform/distributions-module/email-distribution/emails-overview/).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.count_email_survey_responses"]}, "count_email_completed_survey_responses": {"name": "count_email_completed_survey_responses", "description": "Number of _completed_ survey responses distributed via [email](https://www.qualtrics.com/support/survey-platform/distributions-module/email-distribution/emails-overview/).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.count_email_completed_survey_responses"]}, "count_sms_survey_responses": {"name": "count_sms_survey_responses", "description": "Number of recorded survey responses distributed via [SMS invite](https://www.qualtrics.com/support/survey-platform/distributions-module/mobile-distributions/sms-surveys/).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.count_sms_survey_responses"]}, "count_sms_completed_survey_responses": {"name": "count_sms_completed_survey_responses", "description": "Number of _completed_ survey responses distributed via [SMS invite](https://www.qualtrics.com/support/survey-platform/distributions-module/mobile-distributions/sms-surveys/).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.count_sms_completed_survey_responses"]}, "count_uncategorized_survey_responses": {"name": "count_uncategorized_survey_responses", "description": "Number of recorded survey responses not distributed via the default channels.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.count_uncategorized_survey_responses"]}, "count_uncategorized_completed_survey_responses": {"name": "count_uncategorized_completed_survey_responses", "description": "Number of _completed_ survey responses not distributed via the default channels.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.count_uncategorized_completed_survey_responses"]}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "qualtrics://models/qualtrics.yml", "build_path": null, "unrendered_config": {"tags": ["qualtrics", "fivetran_package"], "schema": "qualtrics_{{ var('directed_schema','dev') }}", "materialized": "table"}, "created_at": 1764703206.252719, "relation_name": "\"postgres\".\"public_qualtrics_dev\".\"qualtrics__daily_breakdown\"", "raw_code": "with response as (\n\n select *\n from {{ ref('qualtrics__response') }}\n),\n\ncontact as (\n\n select *\n from {{ ref('qualtrics__contact') }}\n),\n\ncontact_mailing_list_membership as (\n\n select *\n from {{ ref('stg_qualtrics__contact_mailing_list_membership') }}\n),\n\ndistribution_contact as (\n\n select *\n from {{ ref('stg_qualtrics__distribution_contact') }}\n),\n\nspine as (\n\n {% if execute %}\n {% set first_date_query %}\n select coalesce( min( sent_at ), '2016-01-01') as min_date from {{ ref('stg_qualtrics__distribution_contact') }}\n {% endset %}\n {% set first_date = run_query(first_date_query).columns[0][0]|string %}\n \n {% else %} {% set first_date = \"2016-01-01\" %}\n {% endif %}\n\n {{ dbt_utils.date_spine(\n datepart = \"day\", \n start_date = \"cast('\" ~ first_date[0:10] ~ \"' as date)\", \n end_date = dbt.dateadd(\"week\", 1, dbt.date_trunc('day', dbt.current_timestamp())) \n ) \n }} \n),\n\nsource_relations as (\n\n select\n distinct source_relation \n from distribution_contact\n),\n\nspine_cross_join as (\n\n select \n spine.date_day, \n source_relations.source_relation\n from spine \n cross join source_relations\n),\n\nagg_responses as (\n {# From https://qualtrics.com/support/survey-platform/distributions-module/distribution-summary/#ChannelCategorization #}\n {% set distribution_channels = ('anonymous', 'social', 'gl', 'qr', 'email', 'smsinvite') %}\n\n select \n cast({{ dbt.date_trunc('day', 'survey_response_recorded_at') }} as date) as date_day,\n source_relation,\n count(distinct survey_id) as count_distinct_surveys_responded_to,\n count(distinct survey_response_id) as total_count_survey_responses,\n count(distinct case when is_finished_with_survey then survey_response_id end) as total_count_completed_survey_responses,\n\n {% for distribution_channel in distribution_channels %}\n count(distinct \n case \n when distribution_channel = '{{ distribution_channel }}' then survey_response_id\n else null end) as count_{{ distribution_channel }}_survey_responses,\n count(distinct \n case \n when distribution_channel = '{{ distribution_channel }}' and is_finished_with_survey then survey_response_id\n else null end) as count_{{ distribution_channel }}_completed_survey_responses,\n {% endfor %}\n count(distinct case \n when distribution_channel not in {{ distribution_channels }} then survey_response_id\n else null end) as count_uncategorized_survey_responses,\n count(distinct case \n when is_finished_with_survey and distribution_channel not in {{ distribution_channels }} then survey_response_id\n else null end) as count_uncategorized_completed_survey_responses\n from response \n group by 1,2\n),\n\nagg_survey_distribution as (\n-- all metrics here relative to the day that the survey was sent\n select \n cast({{ dbt.date_trunc('day', 'sent_at') }} as date) as date_day,\n source_relation,\n count(distinct contact_id) as count_contacts_sent_surveys,\n count(distinct case when opened_at is not null then contact_id end) as count_contacts_opened_sent_surveys,\n count(distinct case when response_started_at is not null then contact_id end) as count_contacts_started_sent_surveys,\n count(distinct case when response_completed_at is not null then contact_id end) as count_contacts_completed_sent_surveys\n from distribution_contact\n group by 1,2\n),\n\nagg_created_contacts as (\n\n select\n cast({{ dbt.date_trunc('day', 'created_at') }} as date) as date_day,\n source_relation,\n count(distinct contact_id) as count_contacts_created\n from contact \n group by 1,2\n),\n\nagg_directory_unsubscriptions as (\n\n select\n cast({{ dbt.date_trunc('day', 'unsubscribed_from_directory_at') }} as date) as date_day,\n source_relation,\n count(distinct contact_id) as count_contacts_unsubscribed_from_directory\n from contact\n group by 1,2\n),\n\nagg_mailing_list_unsubscriptions as (\n\n select\n cast({{ dbt.date_trunc('day', 'unsubscribed_at') }} as date) as date_day,\n source_relation,\n count(distinct contact_id) as count_contacts_unsubscribed_from_mailing_list\n from contact_mailing_list_membership\n group by 1,2\n),\n\nfinal as (\n\n select \n coalesce(agg_responses.source_relation, agg_survey_distribution.source_relation, agg_created_contacts.source_relation, agg_directory_unsubscriptions.source_relation, agg_mailing_list_unsubscriptions.source_relation, spine_cross_join.source_relation) as source_relation,\n spine_cross_join.date_day,\n coalesce(agg_created_contacts.count_contacts_created, 0) as count_contacts_created,\n coalesce(agg_directory_unsubscriptions.count_contacts_unsubscribed_from_directory, 0) as count_contacts_unsubscribed_from_directory,\n coalesce(agg_mailing_list_unsubscriptions.count_contacts_unsubscribed_from_mailing_list, 0) as count_contacts_unsubscribed_from_mailing_list,\n\n coalesce(agg_survey_distribution.count_contacts_sent_surveys, 0) as count_contacts_sent_surveys,\n coalesce(agg_survey_distribution.count_contacts_opened_sent_surveys, 0) as count_contacts_opened_sent_surveys,\n coalesce(agg_survey_distribution.count_contacts_started_sent_surveys, 0) as count_contacts_started_sent_surveys,\n coalesce(agg_survey_distribution.count_contacts_completed_sent_surveys, 0) as count_contacts_completed_sent_surveys,\n\n coalesce(agg_responses.count_distinct_surveys_responded_to, 0) as count_distinct_surveys_responded_to,\n coalesce(agg_responses.total_count_survey_responses, 0) as total_count_survey_responses,\n coalesce(agg_responses.total_count_completed_survey_responses, 0) as total_count_completed_survey_responses,\n\n -- distribution channels\n coalesce(agg_responses.count_anonymous_survey_responses, 0) as count_anonymous_survey_responses,\n coalesce(agg_responses.count_anonymous_completed_survey_responses, 0) as count_anonymous_completed_survey_responses,\n coalesce(agg_responses.count_social_survey_responses, 0) as count_social_media_survey_responses,\n coalesce(agg_responses.count_social_completed_survey_responses, 0) as count_social_media_completed_survey_responses,\n coalesce(agg_responses.count_gl_survey_responses, 0) as count_personal_link_survey_responses,\n coalesce(agg_responses.count_gl_completed_survey_responses, 0) as count_personal_link_completed_survey_responses,\n coalesce(agg_responses.count_qr_survey_responses, 0) as count_qr_code_survey_responses,\n coalesce(agg_responses.count_qr_completed_survey_responses, 0) as count_qr_code_completed_survey_responses,\n coalesce(agg_responses.count_email_survey_responses, 0) as count_email_survey_responses,\n coalesce(agg_responses.count_email_completed_survey_responses, 0) as count_email_completed_survey_responses,\n coalesce(agg_responses.count_smsinvite_survey_responses, 0) as count_sms_survey_responses,\n coalesce(agg_responses.count_smsinvite_completed_survey_responses, 0) as count_sms_completed_survey_responses,\n coalesce(agg_responses.count_uncategorized_survey_responses, 0) as count_uncategorized_survey_responses,\n coalesce(agg_responses.count_uncategorized_completed_survey_responses, 0) as count_uncategorized_completed_survey_responses\n\n from spine_cross_join\n left join agg_responses\n on spine_cross_join.date_day = agg_responses.date_day\n and spine_cross_join.source_relation = agg_responses.source_relation\n left join agg_survey_distribution\n on spine_cross_join.date_day = agg_survey_distribution.date_day\n and spine_cross_join.source_relation = agg_survey_distribution.source_relation\n left join agg_created_contacts\n on spine_cross_join.date_day = agg_created_contacts.date_day\n and spine_cross_join.source_relation = agg_created_contacts.source_relation\n left join agg_directory_unsubscriptions\n on spine_cross_join.date_day = agg_directory_unsubscriptions.date_day\n and spine_cross_join.source_relation = agg_directory_unsubscriptions.source_relation\n left join agg_mailing_list_unsubscriptions\n on spine_cross_join.date_day = agg_mailing_list_unsubscriptions.date_day\n and spine_cross_join.source_relation = agg_mailing_list_unsubscriptions.source_relation\n \n)\n\nselect * \nfrom final", "doc_blocks": [], "language": "sql", "refs": [{"name": "qualtrics__response", "package": null, "version": null}, {"name": "qualtrics__contact", "package": null, "version": null}, {"name": "stg_qualtrics__contact_mailing_list_membership", "package": null, "version": null}, {"name": "stg_qualtrics__distribution_contact", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.current_timestamp", "macro.dbt.date_trunc", "macro.dbt.dateadd", "macro.dbt_utils.date_spine", "macro.dbt.run_query"], "nodes": ["model.qualtrics.qualtrics__response", "model.qualtrics.qualtrics__contact", "model.qualtrics.stg_qualtrics__contact_mailing_list_membership", "model.qualtrics.stg_qualtrics__distribution_contact"]}, "compiled_path": "target/compiled/qualtrics/models/qualtrics__daily_breakdown.sql", "compiled": true, "compiled_code": "with response as (\n\n select *\n from \"postgres\".\"public_qualtrics_dev\".\"qualtrics__response\"\n),\n\ncontact as (\n\n select *\n from \"postgres\".\"public_qualtrics_dev\".\"qualtrics__contact\"\n),\n\ncontact_mailing_list_membership as (\n\n select *\n from \"postgres\".\"public_qualtrics_dev\".\"stg_qualtrics__contact_mailing_list_membership\"\n),\n\ndistribution_contact as (\n\n select *\n from \"postgres\".\"public_qualtrics_dev\".\"stg_qualtrics__distribution_contact\"\n),\n\nspine as (\n\n \n \n \n \n \n\n \n\n\n\n\n\nwith rawdata as (\n\n \n\n \n\n with p as (\n select 0 as generated_number union all select 1\n ), unioned as (\n\n select\n\n \n p0.generated_number * power(2, 0)\n + \n \n p1.generated_number * power(2, 1)\n + \n \n p2.generated_number * power(2, 2)\n + \n \n p3.generated_number * power(2, 3)\n + \n \n p4.generated_number * power(2, 4)\n + \n \n p5.generated_number * power(2, 5)\n + \n \n p6.generated_number * power(2, 6)\n + \n \n p7.generated_number * power(2, 7)\n + \n \n p8.generated_number * power(2, 8)\n + \n \n p9.generated_number * power(2, 9)\n + \n \n p10.generated_number * power(2, 10)\n \n \n + 1\n as generated_number\n\n from\n\n \n p as p0\n cross join \n \n p as p1\n cross join \n \n p as p2\n cross join \n \n p as p3\n cross join \n \n p as p4\n cross join \n \n p as p5\n cross join \n \n p as p6\n cross join \n \n p as p7\n cross join \n \n p as p8\n cross join \n \n p as p9\n cross join \n \n p as p10\n \n \n\n )\n\n select *\n from unioned\n where generated_number <= 1343\n order by generated_number\n\n\n\n),\n\nall_periods as (\n\n select (\n \n\n cast('2022-04-06' as date) + ((interval '1 day') * (row_number() over (order by generated_number) - 1))\n\n\n ) as date_day\n from rawdata\n\n),\n\nfiltered as (\n\n select *\n from all_periods\n where date_day <= \n\n date_trunc('day', now()) + ((interval '1 week') * (1))\n\n\n\n)\n\nselect * from filtered\n\n \n),\n\nsource_relations as (\n\n select\n distinct source_relation \n from distribution_contact\n),\n\nspine_cross_join as (\n\n select \n spine.date_day, \n source_relations.source_relation\n from spine \n cross join source_relations\n),\n\nagg_responses as (\n \n \n\n select \n cast(date_trunc('day', survey_response_recorded_at) as date) as date_day,\n source_relation,\n count(distinct survey_id) as count_distinct_surveys_responded_to,\n count(distinct survey_response_id) as total_count_survey_responses,\n count(distinct case when is_finished_with_survey then survey_response_id end) as total_count_completed_survey_responses,\n\n \n count(distinct \n case \n when distribution_channel = 'anonymous' then survey_response_id\n else null end) as count_anonymous_survey_responses,\n count(distinct \n case \n when distribution_channel = 'anonymous' and is_finished_with_survey then survey_response_id\n else null end) as count_anonymous_completed_survey_responses,\n \n count(distinct \n case \n when distribution_channel = 'social' then survey_response_id\n else null end) as count_social_survey_responses,\n count(distinct \n case \n when distribution_channel = 'social' and is_finished_with_survey then survey_response_id\n else null end) as count_social_completed_survey_responses,\n \n count(distinct \n case \n when distribution_channel = 'gl' then survey_response_id\n else null end) as count_gl_survey_responses,\n count(distinct \n case \n when distribution_channel = 'gl' and is_finished_with_survey then survey_response_id\n else null end) as count_gl_completed_survey_responses,\n \n count(distinct \n case \n when distribution_channel = 'qr' then survey_response_id\n else null end) as count_qr_survey_responses,\n count(distinct \n case \n when distribution_channel = 'qr' and is_finished_with_survey then survey_response_id\n else null end) as count_qr_completed_survey_responses,\n \n count(distinct \n case \n when distribution_channel = 'email' then survey_response_id\n else null end) as count_email_survey_responses,\n count(distinct \n case \n when distribution_channel = 'email' and is_finished_with_survey then survey_response_id\n else null end) as count_email_completed_survey_responses,\n \n count(distinct \n case \n when distribution_channel = 'smsinvite' then survey_response_id\n else null end) as count_smsinvite_survey_responses,\n count(distinct \n case \n when distribution_channel = 'smsinvite' and is_finished_with_survey then survey_response_id\n else null end) as count_smsinvite_completed_survey_responses,\n \n count(distinct case \n when distribution_channel not in ('anonymous', 'social', 'gl', 'qr', 'email', 'smsinvite') then survey_response_id\n else null end) as count_uncategorized_survey_responses,\n count(distinct case \n when is_finished_with_survey and distribution_channel not in ('anonymous', 'social', 'gl', 'qr', 'email', 'smsinvite') then survey_response_id\n else null end) as count_uncategorized_completed_survey_responses\n from response \n group by 1,2\n),\n\nagg_survey_distribution as (\n-- all metrics here relative to the day that the survey was sent\n select \n cast(date_trunc('day', sent_at) as date) as date_day,\n source_relation,\n count(distinct contact_id) as count_contacts_sent_surveys,\n count(distinct case when opened_at is not null then contact_id end) as count_contacts_opened_sent_surveys,\n count(distinct case when response_started_at is not null then contact_id end) as count_contacts_started_sent_surveys,\n count(distinct case when response_completed_at is not null then contact_id end) as count_contacts_completed_sent_surveys\n from distribution_contact\n group by 1,2\n),\n\nagg_created_contacts as (\n\n select\n cast(date_trunc('day', created_at) as date) as date_day,\n source_relation,\n count(distinct contact_id) as count_contacts_created\n from contact \n group by 1,2\n),\n\nagg_directory_unsubscriptions as (\n\n select\n cast(date_trunc('day', unsubscribed_from_directory_at) as date) as date_day,\n source_relation,\n count(distinct contact_id) as count_contacts_unsubscribed_from_directory\n from contact\n group by 1,2\n),\n\nagg_mailing_list_unsubscriptions as (\n\n select\n cast(date_trunc('day', unsubscribed_at) as date) as date_day,\n source_relation,\n count(distinct contact_id) as count_contacts_unsubscribed_from_mailing_list\n from contact_mailing_list_membership\n group by 1,2\n),\n\nfinal as (\n\n select \n coalesce(agg_responses.source_relation, agg_survey_distribution.source_relation, agg_created_contacts.source_relation, agg_directory_unsubscriptions.source_relation, agg_mailing_list_unsubscriptions.source_relation, spine_cross_join.source_relation) as source_relation,\n spine_cross_join.date_day,\n coalesce(agg_created_contacts.count_contacts_created, 0) as count_contacts_created,\n coalesce(agg_directory_unsubscriptions.count_contacts_unsubscribed_from_directory, 0) as count_contacts_unsubscribed_from_directory,\n coalesce(agg_mailing_list_unsubscriptions.count_contacts_unsubscribed_from_mailing_list, 0) as count_contacts_unsubscribed_from_mailing_list,\n\n coalesce(agg_survey_distribution.count_contacts_sent_surveys, 0) as count_contacts_sent_surveys,\n coalesce(agg_survey_distribution.count_contacts_opened_sent_surveys, 0) as count_contacts_opened_sent_surveys,\n coalesce(agg_survey_distribution.count_contacts_started_sent_surveys, 0) as count_contacts_started_sent_surveys,\n coalesce(agg_survey_distribution.count_contacts_completed_sent_surveys, 0) as count_contacts_completed_sent_surveys,\n\n coalesce(agg_responses.count_distinct_surveys_responded_to, 0) as count_distinct_surveys_responded_to,\n coalesce(agg_responses.total_count_survey_responses, 0) as total_count_survey_responses,\n coalesce(agg_responses.total_count_completed_survey_responses, 0) as total_count_completed_survey_responses,\n\n -- distribution channels\n coalesce(agg_responses.count_anonymous_survey_responses, 0) as count_anonymous_survey_responses,\n coalesce(agg_responses.count_anonymous_completed_survey_responses, 0) as count_anonymous_completed_survey_responses,\n coalesce(agg_responses.count_social_survey_responses, 0) as count_social_media_survey_responses,\n coalesce(agg_responses.count_social_completed_survey_responses, 0) as count_social_media_completed_survey_responses,\n coalesce(agg_responses.count_gl_survey_responses, 0) as count_personal_link_survey_responses,\n coalesce(agg_responses.count_gl_completed_survey_responses, 0) as count_personal_link_completed_survey_responses,\n coalesce(agg_responses.count_qr_survey_responses, 0) as count_qr_code_survey_responses,\n coalesce(agg_responses.count_qr_completed_survey_responses, 0) as count_qr_code_completed_survey_responses,\n coalesce(agg_responses.count_email_survey_responses, 0) as count_email_survey_responses,\n coalesce(agg_responses.count_email_completed_survey_responses, 0) as count_email_completed_survey_responses,\n coalesce(agg_responses.count_smsinvite_survey_responses, 0) as count_sms_survey_responses,\n coalesce(agg_responses.count_smsinvite_completed_survey_responses, 0) as count_sms_completed_survey_responses,\n coalesce(agg_responses.count_uncategorized_survey_responses, 0) as count_uncategorized_survey_responses,\n coalesce(agg_responses.count_uncategorized_completed_survey_responses, 0) as count_uncategorized_completed_survey_responses\n\n from spine_cross_join\n left join agg_responses\n on spine_cross_join.date_day = agg_responses.date_day\n and spine_cross_join.source_relation = agg_responses.source_relation\n left join agg_survey_distribution\n on spine_cross_join.date_day = agg_survey_distribution.date_day\n and spine_cross_join.source_relation = agg_survey_distribution.source_relation\n left join agg_created_contacts\n on spine_cross_join.date_day = agg_created_contacts.date_day\n and spine_cross_join.source_relation = agg_created_contacts.source_relation\n left join agg_directory_unsubscriptions\n on spine_cross_join.date_day = agg_directory_unsubscriptions.date_day\n and spine_cross_join.source_relation = agg_directory_unsubscriptions.source_relation\n left join agg_mailing_list_unsubscriptions\n on spine_cross_join.date_day = agg_mailing_list_unsubscriptions.date_day\n and spine_cross_join.source_relation = agg_mailing_list_unsubscriptions.source_relation\n \n)\n\nselect * \nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null, "primary_key": [], "time_spine": null}, "model.qualtrics.qualtrics__contact": {"database": "postgres", "schema": "public_qualtrics_dev", "name": "qualtrics__contact", "resource_type": "model", "package_name": "qualtrics", "path": "qualtrics__contact.sql", "original_file_path": "models/qualtrics__contact.sql", "unique_id": "model.qualtrics.qualtrics__contact", "fqn": ["qualtrics", "qualtrics__contact"], "alias": "qualtrics__contact", "checksum": {"name": "sha256", "checksum": "7eaf616c6ad54dccbcf325f5914f7f27388b210b37ec7947c0072eafc3b07b6b"}, "config": {"enabled": true, "alias": null, "schema": "qualtrics_dev", "database": null, "tags": ["qualtrics", "fivetran_package"], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "batch_size": null, "lookback": 1, "begin": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "event_time": null, "concurrent_batches": null, "access": "protected", "freshness": null}, "tags": ["qualtrics", "fivetran_package"], "description": "Detailed view of all contacts (from both the XM Directory and Research Core contact endpoints), ehanced with response and mailing list metrics.", "columns": {"contact_id": {"name": "contact_id", "description": "The ID for the contact. Example - CID_012345678901234", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.contact_id"]}, "is_xm_directory_contact": {"name": "is_xm_directory_contact", "description": "Boolean representing whether the contact came from the XM Directory API endpoint (ie stored in the `directory_contact` table).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.is_xm_directory_contact"]}, "is_research_core_contact": {"name": "is_research_core_contact", "description": "Boolean representing whether the contact came from the (to-be-deprecated) Research Core API endpoint (ie stored in the `core_contact` table).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.is_research_core_contact"]}, "directory_id": {"name": "directory_id", "description": "The directory ID, also known as a pool ID. Example - POOL_012345678901234", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.directory_id"]}, "email": {"name": "email", "description": "The user's email address.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.email"]}, "email_domain": {"name": "email_domain", "description": "Domain of the contact's email address.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.email_domain"]}, "first_name": {"name": "first_name", "description": "Contact's first name.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.contact_first_name"]}, "last_name": {"name": "last_name", "description": "Contact's surname.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.contact_last_name"]}, "external_data_reference": {"name": "external_data_reference", "description": "The external reference for the contact.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.ext_ref"]}, "language": {"name": "language", "description": "The user's default language.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.language"]}, "is_unsubscribed_from_directory": {"name": "is_unsubscribed_from_directory", "description": "Boolean indicating whether the contact unsubscribed from all contact from the Directory.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.directory_unsubscribed"]}, "unsubscribed_from_directory_at": {"name": "unsubscribed_from_directory_at", "description": "Date and time the user opted out of the directory.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.directory_unsubscribe_date"]}, "last_modified_at": {"name": "last_modified_at", "description": "The point in time when the record was last modified.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.last_modified_date"]}, "mailing_list_ids": {"name": "mailing_list_ids", "description": "Comma-separated list of mailing list IDs the record is associated with.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.mailing_list_ids"]}, "count_mailing_lists_subscribed_to": {"name": "count_mailing_lists_subscribed_to", "description": "Count of distinct mailing lists the contact is a member of and has not opted out of.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.count_mailing_lists_subscribed_to"]}, "count_mailing_lists_unsubscribed_from": {"name": "count_mailing_lists_unsubscribed_from", "description": "Count of distinct mailing lists that the contact has opted out of receiving emails through.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.count_mailing_lists_unsubscribed_from"]}, "source_relation": {"name": "source_relation", "description": "The schema or database this record came from if you are making use of the qualtrics_union_schemas or qualtrics_union_databases variables, respectively. Empty string if you are not using either of these variables to union together multiple Qualtrics connectors.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.source_relation"]}, "count_surveys_sent_email": {"name": "count_surveys_sent_email", "description": "Distinct surveys sent to the contact via email invite.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.count_surveys_sent_email"]}, "count_surveys_sent_sms": {"name": "count_surveys_sent_sms", "description": "Distinct surveys sent to the contact via SMS invite.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.count_surveys_sent_sms"]}, "count_surveys_opened_email": {"name": "count_surveys_opened_email", "description": "Distinct surveys opened by the contact via email invite.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.count_surveys_opened_email"]}, "count_surveys_opened_sms": {"name": "count_surveys_opened_sms", "description": "Distinct surveys opened by the contact via SMS invite.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.count_surveys_opened_sms"]}, "count_surveys_started_email": {"name": "count_surveys_started_email", "description": "Distinct surveys started by the contact via email invite.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.count_surveys_started_email"]}, "count_surveys_started_sms": {"name": "count_surveys_started_sms", "description": "Distinct surveys started by the contact via SMS invite.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.count_surveys_started_sms"]}, "count_surveys_completed_email": {"name": "count_surveys_completed_email", "description": "Distinct surveys completed by the contact via email invite.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.count_surveys_completed_email"]}, "count_surveys_completed_sms": {"name": "count_surveys_completed_sms", "description": "Distinct surveys completed by the contact via SMS invite.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.count_surveys_completed_sms"]}, "total_count_surveys": {"name": "total_count_surveys", "description": "Total distinct surveys distributed.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.total_count_surveys"]}, "total_count_completed_surveys": {"name": "total_count_completed_surveys", "description": "Total distinct surveys completed.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.total_count_completed_surveys"]}, "avg_survey_progress_pct": {"name": "avg_survey_progress_pct", "description": "On average, how far a respondent has progressed through a survey as a percentage out of 100.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.avg_survey_progress_pct"]}, "avg_survey_duration_in_seconds": {"name": "avg_survey_duration_in_seconds", "description": "On average, how long it took a respondent to finish a survey in seconds.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.avg_response_duration_in_seconds"]}, "median_survey_progress_pct": {"name": "median_survey_progress_pct", "description": "The median of how far a respondent has progressed through a survey as a percentage out of 100.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.median_survey_progress_pct"]}, "median_survey_duration_in_seconds": {"name": "median_survey_duration_in_seconds", "description": "The median of how long it took a respondent to finish a survey in seconds.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.median_response_duration_in_seconds"]}, "last_survey_response_recorded_at": {"name": "last_survey_response_recorded_at", "description": "The most recent point in time when a survey response was recorded.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.last_survey_response_recorded_at"]}, "first_survey_response_recorded_at": {"name": "first_survey_response_recorded_at", "description": "The earliest point in time when a survey response was recorded.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.first_survey_response_recorded_at"]}, "directory_name": {"name": "directory_name", "description": "Name of the directory.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.directory_name"]}, "is_in_default_directory": {"name": "is_in_default_directory", "description": "Boolean representing if this directory is the default one for your brand. \n\nThe default directory will be the first directory listed in the dropdown menu in Qualtrics.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.is_default"]}, "is_directory_deleted": {"name": "is_directory_deleted", "description": "Boolean representing whether the record was soft-deleted in Qualtrics.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics._fivetran_deleted"]}, "created_at": {"name": "created_at", "description": "The creation date and time of the record, expressed as an ISO 8601 value.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.creation_date"]}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "qualtrics://models/qualtrics.yml", "build_path": null, "unrendered_config": {"tags": ["qualtrics", "fivetran_package"], "schema": "qualtrics_{{ var('directed_schema','dev') }}", "materialized": "table"}, "created_at": 1764703206.219528, "relation_name": "\"postgres\".\"public_qualtrics_dev\".\"qualtrics__contact\"", "raw_code": "with contacts as (\n\n select *\n from {{ ref('int_qualtrics__contacts') }}\n),\n\ndirectory as (\n\n select *\n from {{ ref('stg_qualtrics__directory') }}\n),\n\ndistribution_contact as (\n\n select *\n from {{ ref('stg_qualtrics__distribution_contact') }}\n),\n\ndistribution as (\n-- just to grab survey id \n select *\n from {{ ref('stg_qualtrics__distribution') }}\n),\n\nsurvey_response as (\n\n select *\n from {{ ref('stg_qualtrics__survey_response') }}\n),\n\ndistribution_response as (\n\n select\n distribution_contact.*,\n distribution.survey_id,\n survey_response.distribution_channel,\n survey_response.progress,\n survey_response.duration_in_seconds,\n survey_response.is_finished,\n survey_response.recorded_date\n\n from distribution_contact \n left join distribution\n on distribution_contact.distribution_id = distribution.distribution_id\n and distribution_contact.source_relation = distribution.source_relation\n left join survey_response\n on distribution_contact.response_id = survey_response.response_id\n and distribution.survey_id = survey_response.survey_id\n and distribution_contact.source_relation = survey_response.source_relation\n),\n\nagg_distribution_responses as (\n\n select \n contact_id,\n source_relation,\n count(distinct case when sent_at is not null and distribution_channel = 'email' then survey_id end) as count_surveys_sent_email,\n count(distinct case when sent_at is not null and distribution_channel = 'smsinvite' then survey_id end) as count_surveys_sent_sms,\n count(distinct case when opened_at is not null and distribution_channel = 'email' then survey_id end) as count_surveys_opened_email,\n count(distinct case when opened_at is not null and distribution_channel = 'smsinvite' then survey_id end) as count_surveys_opened_sms,\n count(distinct case when response_started_at is not null and distribution_channel = 'email' then survey_id end) as count_surveys_started_email,\n count(distinct case when response_started_at is not null and distribution_channel = 'smsinvite' then survey_id end) as count_surveys_started_sms,\n count(distinct case when response_completed_at is not null and distribution_channel = 'email' then survey_id end) as count_surveys_completed_email,\n count(distinct case when response_completed_at is not null and distribution_channel = 'smsinvite' then survey_id end) as count_surveys_completed_sms\n from distribution_response\n group by 1,2\n),\n\nagg_survey_responses as (\n\n select \n contact_id,\n source_relation,\n count(distinct survey_id) as total_count_surveys,\n count(distinct case when is_finished then survey_id else null end) as total_count_completed_surveys,\n avg(progress) as avg_survey_progress_pct,\n avg(duration_in_seconds) as avg_survey_duration_in_seconds,\n max(recorded_date) as last_survey_response_recorded_at,\n min(recorded_date) as first_survey_response_recorded_at\n \n from distribution_response\n group by 1,2\n),\n\ncalc_medians as (\n\n select \n contact_id,\n source_relation,\n median_survey_duration_in_seconds,\n median_survey_progress_pct\n \n from (\n select \n contact_id, \n source_relation,\n {{ fivetran_utils.percentile(percentile_field='duration_in_seconds', partition_field='contact_id,source_relation', percent='0.5') }} as median_survey_duration_in_seconds,\n {{ fivetran_utils.percentile(percentile_field='progress', partition_field='contact_id,source_relation', percent='0.5') }} as median_survey_progress_pct\n\n from distribution_response\n {% if target.type == 'postgres' %} group by 1,2 {% endif %} -- percentile macro uses an aggregate function on postgres and window functions on other DBs\n ) as rollup_medians\n {% if target.type != 'postgres' %} group by 1,2,3,4 {% endif %} -- roll up if using window function\n),\n\nfinal as (\n \n select \n contacts.*,\n coalesce(agg_distribution_responses.count_surveys_sent_email, 0) as count_surveys_sent_email,\n coalesce(agg_distribution_responses.count_surveys_sent_sms, 0) as count_surveys_sent_sms,\n coalesce(agg_distribution_responses.count_surveys_opened_email, 0) as count_surveys_opened_email,\n coalesce(agg_distribution_responses.count_surveys_opened_sms, 0) as count_surveys_opened_sms,\n coalesce(agg_distribution_responses.count_surveys_started_email, 0) as count_surveys_started_email,\n coalesce(agg_distribution_responses.count_surveys_started_sms, 0) as count_surveys_started_sms,\n coalesce(agg_distribution_responses.count_surveys_completed_email, 0) as count_surveys_completed_email,\n coalesce(agg_distribution_responses.count_surveys_completed_sms, 0) as count_surveys_completed_sms,\n coalesce(agg_survey_responses.total_count_surveys, 0) as total_count_surveys,\n coalesce(agg_survey_responses.total_count_completed_surveys, 0) as total_count_completed_surveys,\n agg_survey_responses.avg_survey_progress_pct,\n agg_survey_responses.avg_survey_duration_in_seconds,\n calc_medians.median_survey_progress_pct,\n calc_medians.median_survey_duration_in_seconds,\n agg_survey_responses.last_survey_response_recorded_at,\n agg_survey_responses.first_survey_response_recorded_at,\n directory.name as directory_name,\n directory.is_default as is_in_default_directory,\n directory.is_deleted as is_directory_deleted\n\n from contacts\n left join agg_survey_responses\n on contacts.contact_id = agg_survey_responses.contact_id\n and contacts.source_relation = agg_survey_responses.source_relation\n left join agg_distribution_responses\n on contacts.contact_id = agg_distribution_responses.contact_id\n and contacts.source_relation = agg_distribution_responses.source_relation\n left join directory\n on contacts.directory_id = directory.directory_id \n and contacts.source_relation = directory.source_relation\n left join calc_medians\n on contacts.contact_id = calc_medians.contact_id\n and contacts.source_relation = calc_medians.source_relation\n)\n\nselect *\nfrom final", "doc_blocks": [], "language": "sql", "refs": [{"name": "int_qualtrics__contacts", "package": null, "version": null}, {"name": "stg_qualtrics__directory", "package": null, "version": null}, {"name": "stg_qualtrics__distribution_contact", "package": null, "version": null}, {"name": "stg_qualtrics__distribution", "package": null, "version": null}, {"name": "stg_qualtrics__survey_response", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.percentile"], "nodes": ["model.qualtrics.int_qualtrics__contacts", "model.qualtrics.stg_qualtrics__directory", "model.qualtrics.stg_qualtrics__distribution_contact", "model.qualtrics.stg_qualtrics__distribution", "model.qualtrics.stg_qualtrics__survey_response"]}, "compiled_path": "target/compiled/qualtrics/models/qualtrics__contact.sql", "compiled": true, "compiled_code": "with __dbt__cte__int_qualtrics__contacts as (\n\nwith directory_contact as (\n\n select *\n from \"postgres\".\"public_qualtrics_dev\".\"stg_qualtrics__directory_contact\"\n),\n\ncontact_mailing_list_membership as (\n\n select * \n from \"postgres\".\"public_qualtrics_dev\".\"stg_qualtrics__contact_mailing_list_membership\"\n),\n\n-- in XM directory a contact can belong to multiple mailing lists within a directory\n-- need to split counts and string_aggs on redshift \ncount_mailing_lists as (\n\n select \n directory_id,\n contact_id,\n source_relation,\n count(distinct case when not is_unsubscribed then mailing_list_id else null end) as count_mailing_lists_subscribed_to,\n count(distinct case when is_unsubscribed then mailing_list_id else null end) as count_mailing_lists_unsubscribed_from\n\n from contact_mailing_list_membership\n group by 1,2,3\n),\n\n-- in XM directory a contact can belong to multiple mailing lists within a directory\n-- need to split counts and string_aggs on redshift \nagg_mailing_lists as (\n\n select \n directory_id,\n contact_id,\n source_relation,\n \n string_agg(mailing_list_id, ', ')\n\n as mailing_list_ids\n\n from contact_mailing_list_membership\n group by 1,2,3\n),\n\ndirectory_contact_join as (\n\n select\n directory_contact.*,\n count_mailing_lists.count_mailing_lists_subscribed_to,\n count_mailing_lists.count_mailing_lists_unsubscribed_from,\n agg_mailing_lists.mailing_list_ids\n from directory_contact\n left join agg_mailing_lists\n on directory_contact.contact_id = agg_mailing_lists.contact_id\n and directory_contact.directory_id = agg_mailing_lists.directory_id \n and directory_contact.source_relation = agg_mailing_lists.source_relation\n left join count_mailing_lists\n on directory_contact.contact_id = count_mailing_lists.contact_id\n and directory_contact.directory_id = count_mailing_lists.directory_id \n and directory_contact.source_relation = count_mailing_lists.source_relation\n),\n\n\ncore_contact as (\n\n select *\n from \"postgres\".\"public_qualtrics_dev\".\"stg_qualtrics__core_contact\"\n),\n\n-- Roll up mailing lists since contacts in the XM directory endpoint can belong to multiple (or none)\n-- need to split counts and string_aggs on redshift \ncount_core_mailing_lists as (\n\n select \n contact_id,\n source_relation,\n count(distinct case when not is_unsubscribed then mailing_list_id else null end) as count_mailing_lists_subscribed_to,\n count(distinct case when is_unsubscribed then mailing_list_id else null end) as count_mailing_lists_unsubscribed_from\n\n from core_contact\n group by 1,2\n),\n\n-- Roll up mailing lists since contacts in the XM directory endpoint can belong to multiple (or none)\n-- need to split counts and string_aggs on redshift \nagg_core_mailing_lists as (\n\n select \n contact_id,\n source_relation,\n \n string_agg(mailing_list_id, ', ')\n\n as mailing_list_ids\n\n from core_contact\n group by 1,2\n),\n\ncore_contact_join as (\n\n select\n core_contact.*,\n count_core_mailing_lists.count_mailing_lists_subscribed_to,\n count_core_mailing_lists.count_mailing_lists_unsubscribed_from,\n agg_core_mailing_lists.mailing_list_ids\n from core_contact\n left join agg_core_mailing_lists\n on core_contact.contact_id = agg_core_mailing_lists.contact_id\n and core_contact.source_relation = agg_core_mailing_lists.source_relation\n left join count_core_mailing_lists\n on core_contact.contact_id = count_core_mailing_lists.contact_id\n and core_contact.source_relation = count_core_mailing_lists.source_relation\n),\n\nfinal as (\n\n select\n contact_id,\n false as is_xm_directory_contact,\n true as is_research_core_contact,\n null as directory_id,\n email,\n email_domain,\n first_name,\n last_name,\n external_data_reference,\n language,\n null as is_unsubscribed_from_directory,\n null as unsubscribed_from_directory_at,\n null as last_modified_at,\n mailing_list_ids,\n count_mailing_lists_subscribed_to,\n count_mailing_lists_unsubscribed_from,\n _fivetran_synced as created_at,\n source_relation\n\n \n\n \n\n\n\n\n\n\n from core_contact_join\n union all \n\n\n\n select\n contact_id,\n true as is_xm_directory_contact,\n false as is_research_core_contact,\n directory_id,\n email,\n email_domain,\n first_name,\n last_name,\n ext_ref as external_data_reference,\n language,\n is_unsubscribed_from_directory,\n unsubscribed_from_directory_at,\n last_modified_at,\n mailing_list_ids,\n count_mailing_lists_subscribed_to,\n count_mailing_lists_unsubscribed_from,\n created_at,\n source_relation\n \n\n\n\n\n\n \n\n from directory_contact_join\n)\n\nselect *\nfrom final\n), contacts as (\n\n select *\n from __dbt__cte__int_qualtrics__contacts\n),\n\ndirectory as (\n\n select *\n from \"postgres\".\"public_qualtrics_dev\".\"stg_qualtrics__directory\"\n),\n\ndistribution_contact as (\n\n select *\n from \"postgres\".\"public_qualtrics_dev\".\"stg_qualtrics__distribution_contact\"\n),\n\ndistribution as (\n-- just to grab survey id \n select *\n from \"postgres\".\"public_qualtrics_dev\".\"stg_qualtrics__distribution\"\n),\n\nsurvey_response as (\n\n select *\n from \"postgres\".\"public_qualtrics_dev\".\"stg_qualtrics__survey_response\"\n),\n\ndistribution_response as (\n\n select\n distribution_contact.*,\n distribution.survey_id,\n survey_response.distribution_channel,\n survey_response.progress,\n survey_response.duration_in_seconds,\n survey_response.is_finished,\n survey_response.recorded_date\n\n from distribution_contact \n left join distribution\n on distribution_contact.distribution_id = distribution.distribution_id\n and distribution_contact.source_relation = distribution.source_relation\n left join survey_response\n on distribution_contact.response_id = survey_response.response_id\n and distribution.survey_id = survey_response.survey_id\n and distribution_contact.source_relation = survey_response.source_relation\n),\n\nagg_distribution_responses as (\n\n select \n contact_id,\n source_relation,\n count(distinct case when sent_at is not null and distribution_channel = 'email' then survey_id end) as count_surveys_sent_email,\n count(distinct case when sent_at is not null and distribution_channel = 'smsinvite' then survey_id end) as count_surveys_sent_sms,\n count(distinct case when opened_at is not null and distribution_channel = 'email' then survey_id end) as count_surveys_opened_email,\n count(distinct case when opened_at is not null and distribution_channel = 'smsinvite' then survey_id end) as count_surveys_opened_sms,\n count(distinct case when response_started_at is not null and distribution_channel = 'email' then survey_id end) as count_surveys_started_email,\n count(distinct case when response_started_at is not null and distribution_channel = 'smsinvite' then survey_id end) as count_surveys_started_sms,\n count(distinct case when response_completed_at is not null and distribution_channel = 'email' then survey_id end) as count_surveys_completed_email,\n count(distinct case when response_completed_at is not null and distribution_channel = 'smsinvite' then survey_id end) as count_surveys_completed_sms\n from distribution_response\n group by 1,2\n),\n\nagg_survey_responses as (\n\n select \n contact_id,\n source_relation,\n count(distinct survey_id) as total_count_surveys,\n count(distinct case when is_finished then survey_id else null end) as total_count_completed_surveys,\n avg(progress) as avg_survey_progress_pct,\n avg(duration_in_seconds) as avg_survey_duration_in_seconds,\n max(recorded_date) as last_survey_response_recorded_at,\n min(recorded_date) as first_survey_response_recorded_at\n \n from distribution_response\n group by 1,2\n),\n\ncalc_medians as (\n\n select \n contact_id,\n source_relation,\n median_survey_duration_in_seconds,\n median_survey_progress_pct\n \n from (\n select \n contact_id, \n source_relation,\n \n\n percentile_cont( \n 0.5 )\n within group ( order by duration_in_seconds )\n /* have to group by partition field */\n\n as median_survey_duration_in_seconds,\n \n\n percentile_cont( \n 0.5 )\n within group ( order by progress )\n /* have to group by partition field */\n\n as median_survey_progress_pct\n\n from distribution_response\n group by 1,2 -- percentile macro uses an aggregate function on postgres and window functions on other DBs\n ) as rollup_medians\n -- roll up if using window function\n),\n\nfinal as (\n \n select \n contacts.*,\n coalesce(agg_distribution_responses.count_surveys_sent_email, 0) as count_surveys_sent_email,\n coalesce(agg_distribution_responses.count_surveys_sent_sms, 0) as count_surveys_sent_sms,\n coalesce(agg_distribution_responses.count_surveys_opened_email, 0) as count_surveys_opened_email,\n coalesce(agg_distribution_responses.count_surveys_opened_sms, 0) as count_surveys_opened_sms,\n coalesce(agg_distribution_responses.count_surveys_started_email, 0) as count_surveys_started_email,\n coalesce(agg_distribution_responses.count_surveys_started_sms, 0) as count_surveys_started_sms,\n coalesce(agg_distribution_responses.count_surveys_completed_email, 0) as count_surveys_completed_email,\n coalesce(agg_distribution_responses.count_surveys_completed_sms, 0) as count_surveys_completed_sms,\n coalesce(agg_survey_responses.total_count_surveys, 0) as total_count_surveys,\n coalesce(agg_survey_responses.total_count_completed_surveys, 0) as total_count_completed_surveys,\n agg_survey_responses.avg_survey_progress_pct,\n agg_survey_responses.avg_survey_duration_in_seconds,\n calc_medians.median_survey_progress_pct,\n calc_medians.median_survey_duration_in_seconds,\n agg_survey_responses.last_survey_response_recorded_at,\n agg_survey_responses.first_survey_response_recorded_at,\n directory.name as directory_name,\n directory.is_default as is_in_default_directory,\n directory.is_deleted as is_directory_deleted\n\n from contacts\n left join agg_survey_responses\n on contacts.contact_id = agg_survey_responses.contact_id\n and contacts.source_relation = agg_survey_responses.source_relation\n left join agg_distribution_responses\n on contacts.contact_id = agg_distribution_responses.contact_id\n and contacts.source_relation = agg_distribution_responses.source_relation\n left join directory\n on contacts.directory_id = directory.directory_id \n and contacts.source_relation = directory.source_relation\n left join calc_medians\n on contacts.contact_id = calc_medians.contact_id\n and contacts.source_relation = calc_medians.source_relation\n)\n\nselect *\nfrom final", "extra_ctes_injected": true, "extra_ctes": [{"id": "model.qualtrics.int_qualtrics__contacts", "sql": " __dbt__cte__int_qualtrics__contacts as (\n\nwith directory_contact as (\n\n select *\n from \"postgres\".\"public_qualtrics_dev\".\"stg_qualtrics__directory_contact\"\n),\n\ncontact_mailing_list_membership as (\n\n select * \n from \"postgres\".\"public_qualtrics_dev\".\"stg_qualtrics__contact_mailing_list_membership\"\n),\n\n-- in XM directory a contact can belong to multiple mailing lists within a directory\n-- need to split counts and string_aggs on redshift \ncount_mailing_lists as (\n\n select \n directory_id,\n contact_id,\n source_relation,\n count(distinct case when not is_unsubscribed then mailing_list_id else null end) as count_mailing_lists_subscribed_to,\n count(distinct case when is_unsubscribed then mailing_list_id else null end) as count_mailing_lists_unsubscribed_from\n\n from contact_mailing_list_membership\n group by 1,2,3\n),\n\n-- in XM directory a contact can belong to multiple mailing lists within a directory\n-- need to split counts and string_aggs on redshift \nagg_mailing_lists as (\n\n select \n directory_id,\n contact_id,\n source_relation,\n \n string_agg(mailing_list_id, ', ')\n\n as mailing_list_ids\n\n from contact_mailing_list_membership\n group by 1,2,3\n),\n\ndirectory_contact_join as (\n\n select\n directory_contact.*,\n count_mailing_lists.count_mailing_lists_subscribed_to,\n count_mailing_lists.count_mailing_lists_unsubscribed_from,\n agg_mailing_lists.mailing_list_ids\n from directory_contact\n left join agg_mailing_lists\n on directory_contact.contact_id = agg_mailing_lists.contact_id\n and directory_contact.directory_id = agg_mailing_lists.directory_id \n and directory_contact.source_relation = agg_mailing_lists.source_relation\n left join count_mailing_lists\n on directory_contact.contact_id = count_mailing_lists.contact_id\n and directory_contact.directory_id = count_mailing_lists.directory_id \n and directory_contact.source_relation = count_mailing_lists.source_relation\n),\n\n\ncore_contact as (\n\n select *\n from \"postgres\".\"public_qualtrics_dev\".\"stg_qualtrics__core_contact\"\n),\n\n-- Roll up mailing lists since contacts in the XM directory endpoint can belong to multiple (or none)\n-- need to split counts and string_aggs on redshift \ncount_core_mailing_lists as (\n\n select \n contact_id,\n source_relation,\n count(distinct case when not is_unsubscribed then mailing_list_id else null end) as count_mailing_lists_subscribed_to,\n count(distinct case when is_unsubscribed then mailing_list_id else null end) as count_mailing_lists_unsubscribed_from\n\n from core_contact\n group by 1,2\n),\n\n-- Roll up mailing lists since contacts in the XM directory endpoint can belong to multiple (or none)\n-- need to split counts and string_aggs on redshift \nagg_core_mailing_lists as (\n\n select \n contact_id,\n source_relation,\n \n string_agg(mailing_list_id, ', ')\n\n as mailing_list_ids\n\n from core_contact\n group by 1,2\n),\n\ncore_contact_join as (\n\n select\n core_contact.*,\n count_core_mailing_lists.count_mailing_lists_subscribed_to,\n count_core_mailing_lists.count_mailing_lists_unsubscribed_from,\n agg_core_mailing_lists.mailing_list_ids\n from core_contact\n left join agg_core_mailing_lists\n on core_contact.contact_id = agg_core_mailing_lists.contact_id\n and core_contact.source_relation = agg_core_mailing_lists.source_relation\n left join count_core_mailing_lists\n on core_contact.contact_id = count_core_mailing_lists.contact_id\n and core_contact.source_relation = count_core_mailing_lists.source_relation\n),\n\nfinal as (\n\n select\n contact_id,\n false as is_xm_directory_contact,\n true as is_research_core_contact,\n null as directory_id,\n email,\n email_domain,\n first_name,\n last_name,\n external_data_reference,\n language,\n null as is_unsubscribed_from_directory,\n null as unsubscribed_from_directory_at,\n null as last_modified_at,\n mailing_list_ids,\n count_mailing_lists_subscribed_to,\n count_mailing_lists_unsubscribed_from,\n _fivetran_synced as created_at,\n source_relation\n\n \n\n \n\n\n\n\n\n\n from core_contact_join\n union all \n\n\n\n select\n contact_id,\n true as is_xm_directory_contact,\n false as is_research_core_contact,\n directory_id,\n email,\n email_domain,\n first_name,\n last_name,\n ext_ref as external_data_reference,\n language,\n is_unsubscribed_from_directory,\n unsubscribed_from_directory_at,\n last_modified_at,\n mailing_list_ids,\n count_mailing_lists_subscribed_to,\n count_mailing_lists_unsubscribed_from,\n created_at,\n source_relation\n \n\n\n\n\n\n \n\n from directory_contact_join\n)\n\nselect *\nfrom final\n)"}], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null, "primary_key": [], "time_spine": null}, "model.qualtrics.qualtrics__response": {"database": "postgres", "schema": "public_qualtrics_dev", "name": "qualtrics__response", "resource_type": "model", "package_name": "qualtrics", "path": "qualtrics__response.sql", "original_file_path": "models/qualtrics__response.sql", "unique_id": "model.qualtrics.qualtrics__response", "fqn": ["qualtrics", "qualtrics__response"], "alias": "qualtrics__response", "checksum": {"name": "sha256", "checksum": "06503348942f9a184dadd57c776282ba222955a3a580ad05464038b333d95fc0"}, "config": {"enabled": true, "alias": null, "schema": "qualtrics_dev", "database": null, "tags": ["qualtrics", "fivetran_package"], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "batch_size": null, "lookback": 1, "begin": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "event_time": null, "concurrent_batches": null, "access": "protected", "freshness": null}, "tags": ["qualtrics", "fivetran_package"], "description": "Breakdown of responses to individual questions (and their sub-questions). Enhanced with information regarding the survey-level response and the survey.\n", "columns": {"question_response_id": {"name": "question_response_id", "description": "Fivetran-generated unique key hashed on `response_id`, `question_id`, `sub_question_key`, `sub_question_text` , `question_option_key` , `loop_id` and `importId`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.question_response_fivetran_id"]}, "survey_response_id": {"name": "survey_response_id", "description": "The unique ID for the `SURVEY_RESPONSE`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.response_id"]}, "survey_id": {"name": "survey_id", "description": "The unique identifier for this survey. Match pattern = ^SV_[a-zA-Z0-9]{11,15}$", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.survey_id"]}, "question_id": {"name": "question_id", "description": "The unique identifier for the question. Match pattern = ^QID[a-zA-Z0-9]+$", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.question_id"]}, "question_text": {"name": "question_text", "description": "Text for the question.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.question_text"]}, "sub_question_key": {"name": "sub_question_key", "description": "Key of the sub question.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.sub_question_key"]}, "sub_question_text": {"name": "sub_question_text", "description": "Sub question text.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.sub_question_text"]}, "question_option_key": {"name": "question_option_key", "description": "The key of the `QUESTION_OPTION` that was chosen.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.question_option_key"]}, "value": {"name": "value", "description": "Value of the question response.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.response_value"]}, "response_text": {"name": "response_text", "description": "Text response provided by the respondent.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.response_text"]}, "loop_id": {"name": "loop_id", "description": "ID of the [Loop and Merge](https://www.qualtrics.com/support/survey-platform/survey-module/block-options/loop-and-merge/) object this response is associated with.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.loop_id"]}, "distribution_channel": {"name": "distribution_channel", "description": "The method by which the survey was distributed to respondents.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.distribution_channel"]}, "survey_response_status": {"name": "survey_response_status", "description": "The type of response.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.status"]}, "survey_progress": {"name": "survey_progress", "description": "How far the respondent has progressed through the survey as a percentage out of 100.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.progress"]}, "duration_in_seconds": {"name": "duration_in_seconds", "description": "How long it took for the respondent to finish the survey in seconds.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.duration_in_seconds"]}, "is_finished_with_survey": {"name": "is_finished_with_survey", "description": "Boolean (stored as int) indicating if the respondent finished and submitted the survey, the value will be 1, otherwise it will be 0.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.finished"]}, "survey_finished_at": {"name": "survey_finished_at", "description": "The point in time when the survey response was finished.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.end_date"]}, "survey_response_last_modified_at": {"name": "survey_response_last_modified_at", "description": "The point in time when the record was last modified.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.last_modified_date"]}, "survey_response_recorded_at": {"name": "survey_response_recorded_at", "description": "The point in time when the survey response was recorded.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.recorded_date"]}, "survey_response_started_at": {"name": "survey_response_started_at", "description": "The point in time when the survey response was recorded.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.start_date"]}, "recipient_email": {"name": "recipient_email", "description": "Email of the [recipient](https://api.qualtrics.com/ZG9jOjg3NzY2OQ-getting-information-about-distributions#the-recipients-object) if they are a single recipient (not a mailing list or sample).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.recipient_email"]}, "recipient_first_name": {"name": "recipient_first_name", "description": "First name of the [recipient](https://api.qualtrics.com/ZG9jOjg3NzY2OQ-getting-information-about-distributions#the-recipients-object) if they are a single recipient (not a mailing list or sample).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.recipient_first_name"]}, "recipient_last_name": {"name": "recipient_last_name", "description": "Last name of the [recipient](https://api.qualtrics.com/ZG9jOjg3NzY2OQ-getting-information-about-distributions#the-recipients-object) if they are a single recipient (not a mailing list or sample).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.recipient_last_name"]}, "user_language": {"name": "user_language", "description": "The language of the respondent.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.user_language"]}, "ip_address": {"name": "ip_address", "description": "IP address of the recipient.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.ip_address"]}, "location_latitude": {"name": "location_latitude", "description": "The approximate location of the respondent at the time the survey was taken.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.location_latitude"]}, "location_longitude": {"name": "location_longitude", "description": "The approximate location of the respondent at the time the survey was taken.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.location_longitude"]}, "source_relation": {"name": "source_relation", "description": "The schema or database this record came from if you are making use of the qualtrics_union_schemas or qualtrics_union_databases variables, respectively. Empty string if you are not using either of these variables to union together multiple Qualtrics connectors.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.source_relation"]}, "recode_value": {"name": "recode_value", "description": "Recode/mapping value for the option.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.recode_value"]}, "question_option_text": {"name": "question_option_text", "description": "Question option text.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.question_option_text"]}, "first_name": {"name": "first_name", "description": "Contact's first name.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.contact_first_name"]}, "last_name": {"name": "last_name", "description": "Contact's surname.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.contact_last_name"]}, "email_domain": {"name": "email_domain", "description": "Domain of the contact's email address.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.email_domain"]}, "contact_language": {"name": "contact_language", "description": "The user's default language.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.language"]}, "contact_external_data_reference": {"name": "contact_external_data_reference", "description": "The external reference for the contact.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.ext_ref"]}, "embedded_data": {"name": "embedded_data", "description": "JSON of Any extra information you would like recorded in addition to the question responses (from the `survey_embedded_data` source table).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.embedded_data"]}, "survey_name": {"name": "survey_name", "description": "Name of the survey.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.survey_name"]}, "survey_status": {"name": "survey_status", "description": "The distribution status of the survey, or a flag indicating that it's a library block\n\nAllowed values - `Inactive`, `Active`, `Pending`, `LibBlock`, `Deactive`, `Temporary`", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.survey_status"]}, "project_category": {"name": "project_category", "description": "Project category of the survey.\n\nAllowed values - `CORE`, `CX`, `EX`, `BX`, `PX`", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.project_category"]}, "project_type": {"name": "project_type", "description": "Type of [Qualtrics project](https://www.qualtrics.com/support/survey-platform/my-projects/my-projects-overview/#SelectingProjectType). Match pattern = ^[a-zA-Z]+$", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.project_type"]}, "brand_base_url": {"name": "brand_base_url", "description": "Base url for the organization/brand.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.brand_base_url"]}, "question_description": {"name": "question_description", "description": "Label to identify the question.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.question_description"]}, "question_type": {"name": "question_type", "description": "The type of question. Can be -\n`MC`,`Matrix`,`Captcha`,`CS`,`DB`,`DD`,`Draw`,`DynamicMatrix`,`FileUpload`,`GAP`,`HeatMap`,`HL`,`HotSpot`,`Meta`,`PGR`,`RO`,`SBS`,`Slider`,`SS`,`TE`,`Timing`,`TreeSelect`", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.question_type"]}, "block_id": {"name": "block_id", "description": "The ID of the survey block. Match pattern = ^BL_[a-zA-Z0-9]{11,15}$", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.block_id"]}, "block_description": {"name": "block_description", "description": "Description given to the block.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.block_description"]}, "block_question_randomization": {"name": "block_question_randomization", "description": "If/how the block questions are randomized. Can be - `false` (no randomization), `RandomWithXPerPage` (randomize all and place X questions in each block), `RandomWithOnlyX` (randomly present only X out of the total questions), or `Advanced` (custom configuration)", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.randomize_questions"]}, "block_type": {"name": "block_type", "description": "Type of block. Can be `Trash`, `Default`, or `Standard`", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.block_type"]}, "block_visibility": {"name": "block_visibility", "description": "Whether the questions in the block are 'collapsed' or 'expanded' by default.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.block_visibility"]}, "validation_setting_force_response": {"name": "validation_setting_force_response", "description": "The response from forcing respondents to answer a question or request that they consider answering the question before leaving the page", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.validation_setting_force_response"]}, "validation_setting_force_response_type": {"name": "validation_setting_force_response_type", "description": "The type of response from forcing respondents to answer a question or request that they consider answering the question before leaving the page", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.validation_setting_force_response_type"]}, "validation_setting_type": {"name": "validation_setting_type", "description": "The type of forced response validation that is set.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.validation_setting_type"]}, "is_question_deleted": {"name": "is_question_deleted", "description": "Boolean representing whether the record was soft-deleted in Qualtrics.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics._fivetran_deleted"]}, "is_block_deleted": {"name": "is_block_deleted", "description": "Boolean representing whether the record was soft-deleted in Qualtrics.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics._fivetran_deleted"]}, "is_xm_directory_contact": {"name": "is_xm_directory_contact", "description": "Boolean representing whether the contact came from the XM Directory API endpoint (ie stored in the `directory_contact` table).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.is_xm_directory_contact"]}, "is_research_core_contact": {"name": "is_research_core_contact", "description": "Boolean representing whether the contact came from the (to-be-deprecated) Research Core API endpoint (ie stored in the `core_contact` table).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.is_research_core_contact"]}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "qualtrics://models/qualtrics.yml", "build_path": null, "unrendered_config": {"tags": ["qualtrics", "fivetran_package"], "schema": "qualtrics_{{ var('directed_schema','dev') }}", "materialized": "table"}, "created_at": 1764703206.2687206, "relation_name": "\"postgres\".\"public_qualtrics_dev\".\"qualtrics__response\"", "raw_code": "with response as (\n -- will probably move the logic from this int model to the end model directly \n select *\n from {{ ref('int_qualtrics__responses') }}\n),\n\nquestion_option as (\n\n select *\n from {{ ref('stg_qualtrics__question_option') }}\n),\n\nquestion as (\n\n select *\n from {{ ref('int_qualtrics__question') }}\n),\n\nsurvey as (\n\n select *\n from {{ ref('stg_qualtrics__survey') }}\n),\n\nembedded_data as (\n\n select *\n from {{ ref('int_qualtrics__survey_embedded_data') }}\n),\n\ncontacts as (\n\n select *\n from {{ ref('int_qualtrics__contacts') }}\n),\n\nrollup_contacts as (\n\n select \n email,\n source_relation,\n max(email_domain) as email_domain,\n max(first_name) as first_name,\n max(last_name) as last_name,\n max(language) as language,\n max(external_data_reference) as external_data_reference,\n {{ fivetran_utils.max_bool(boolean_field=\"is_xm_directory_contact\") }} as is_xm_directory_contact,\n {{ fivetran_utils.max_bool(boolean_field=\"is_research_core_contact\") }} as is_research_core_contact\n\n from contacts\n group by 1,2\n),\n\nfinal as (\n\n select \n response.*,\n question_option.recode_value,\n question_option.text as question_option_text,\n rollup_contacts.first_name,\n rollup_contacts.last_name,\n rollup_contacts.email_domain,\n rollup_contacts.language as contact_language,\n rollup_contacts.external_data_reference as contact_external_data_reference,\n rollup_contacts.is_xm_directory_contact,\n rollup_contacts.is_research_core_contact,\n\n embedded_data.embedded_data,\n survey.survey_name,\n survey.survey_status,\n survey.project_category,\n survey.project_type,\n survey.brand_base_url,\n \n -- most question fields are included, as there is no question end model. join with `int_qualtrics__question` to bring in more\n question.question_description,\n question.question_type,\n question.block_id,\n question.block_description,\n question.block_question_randomization,\n question.block_type,\n question.block_visibility,\n question.validation_setting_force_response,\n question.validation_setting_force_response_type,\n question.validation_setting_type,\n question.is_question_deleted,\n question.is_block_deleted\n\n from response\n\n left join question\n on response.question_id = question.question_id\n and response.survey_id = question.survey_id\n and response.sub_question_key = question.sub_question_key\n and response.source_relation = question.source_relation\n\n left join question_option\n on response.question_id = question_option.question_id \n and response.survey_id = question_option.survey_id\n and response.question_option_key = question_option.key\n and response.source_relation = question_option.source_relation\n\n left join survey\n on response.survey_id = survey.survey_id\n and response.source_relation = survey.source_relation\n\n left join embedded_data\n on response.survey_response_id = embedded_data.response_id\n and response.source_relation = embedded_data.source_relation\n\n left join rollup_contacts \n on response.recipient_email = rollup_contacts.email\n and response.source_relation = rollup_contacts.source_relation\n\n)\n\nselect *\nfrom final", "doc_blocks": [], "language": "sql", "refs": [{"name": "int_qualtrics__responses", "package": null, "version": null}, {"name": "stg_qualtrics__question_option", "package": null, "version": null}, {"name": "int_qualtrics__question", "package": null, "version": null}, {"name": "stg_qualtrics__survey", "package": null, "version": null}, {"name": "int_qualtrics__survey_embedded_data", "package": null, "version": null}, {"name": "int_qualtrics__contacts", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.max_bool"], "nodes": ["model.qualtrics.int_qualtrics__responses", "model.qualtrics.stg_qualtrics__question_option", "model.qualtrics.int_qualtrics__question", "model.qualtrics.stg_qualtrics__survey", "model.qualtrics.int_qualtrics__survey_embedded_data", "model.qualtrics.int_qualtrics__contacts"]}, "compiled_path": "target/compiled/qualtrics/models/qualtrics__response.sql", "compiled": true, "compiled_code": "with __dbt__cte__int_qualtrics__responses as (\nwith question_response as (\n\n select *\n from \"postgres\".\"public_qualtrics_dev\".\"stg_qualtrics__question_response\"\n),\n\nsurvey_response as (\n\n select *\n from \"postgres\".\"public_qualtrics_dev\".\"stg_qualtrics__survey_response\"\n),\n\nresponse_join as (\n\n select \n question_response._fivetran_id as question_response_id,\n question_response.response_id as survey_response_id,\n survey_response.survey_id,\n question_response.question_id,\n question_response.question as question_text,\n question_response.sub_question_key,\n question_response.sub_question_text,\n question_response.question_option_key,\n question_response.value,\n question_response.response_text,\n question_response.loop_id,\n survey_response.distribution_channel,\n survey_response.status as survey_response_status,\n survey_response.progress as survey_progress,\n survey_response.duration_in_seconds,\n survey_response.is_finished as is_finished_with_survey,\n survey_response.finished_at as survey_finished_at,\n survey_response.last_modified_at as survey_response_last_modified_at,\n survey_response.recorded_date as survey_response_recorded_at,\n survey_response.started_at as survey_response_started_at,\n survey_response.recipient_email,\n survey_response.recipient_first_name,\n survey_response.recipient_last_name,\n survey_response.user_language,\n survey_response.ip_address,\n survey_response.location_latitude,\n survey_response.location_longitude,\n question_response.source_relation\n \n from question_response \n inner join survey_response -- every question response will belong to an overall \"survey response\"\n on question_response.response_id = survey_response.response_id\n and question_response.source_relation = survey_response.source_relation\n \n)\n\nselect *\nfrom response_join\n), __dbt__cte__int_qualtrics__question as (\nwith question as (\n\n select *\n from \"postgres\".\"public_qualtrics_dev\".\"stg_qualtrics__question\"\n),\n\nblock_question as (\n\n select *\n from \"postgres\".\"public_qualtrics_dev\".\"stg_qualtrics__block_question\"\n where not coalesce(is_deleted, false) -- lets get rid of deleted questions\n),\n\nblock as (\n\n select *\n from \"postgres\".\"public_qualtrics_dev\".\"stg_qualtrics__block\"\n),\n\nsub_question as (\n \n select *\n from \"postgres\".\"public_qualtrics_dev\".\"stg_qualtrics__sub_question\"\n),\n\nquestion_join as (\n\n select\n question.question_id,\n \n\n \n \n\n split_part(\n question.question_id,\n '#',\n 1\n )\n\n\n \n\n as parent_question_id,\n question.question_text,\n question.survey_id,\n question.question_description,\n question.question_description_option,\n sub_question.key as sub_question_key,\n sub_question.text as sub_question_text,\n question.question_type,\n question.selector,\n question.sub_selector,\n question.is_data_hidden,\n question.is_data_private,\n question.is_deleted as is_question_deleted,\n question.validation_setting_force_response,\n question.validation_setting_force_response_type,\n question.validation_setting_type,\n question.data_export_tag,\n sub_question.choice_data_export_tag,\n block.block_id,\n block.description as block_description,\n block.randomize_questions as block_question_randomization,\n block.type as block_type,\n block.block_visibility,\n block.is_locked as is_block_locked,\n block.is_deleted as is_block_deleted,\n question.next_answer_id,\n question.next_choice_id,\n question.source_relation\n\n from question\n left join sub_question\n on question.question_id = sub_question.question_id \n and question.survey_id = sub_question.survey_id\n and question.source_relation = sub_question.source_relation\n \n left join block_question\n on question.question_id = block_question.question_id\n and question.survey_id = block_question.survey_id\n and question.source_relation = block_question.source_relation\n\n left join block\n on block_question.block_id = block.block_id\n and block_question.survey_id = block.survey_id\n and block_question.source_relation = block.source_relation\n\n)\n\nselect *\nfrom question_join\n), __dbt__cte__int_qualtrics__survey_embedded_data as (\nwith survey_embedded_data as (\n\n select *\n from \"postgres\".\"public_qualtrics_dev\".\"stg_qualtrics__survey_embedded_data\"\n),\n\njsonify as (\n\n select\n response_id, -- survey_response\n source_relation,\n '{' || \n string_agg(key || ':' || value, ', ')\n\n || '}' as embedded_data\n from survey_embedded_data\n group by 1,2\n)\n\nselect \n response_id,\n source_relation,\n embedded_data\nfrom jsonify \ngroup by 1,2,3\n), __dbt__cte__int_qualtrics__contacts as (\n\nwith directory_contact as (\n\n select *\n from \"postgres\".\"public_qualtrics_dev\".\"stg_qualtrics__directory_contact\"\n),\n\ncontact_mailing_list_membership as (\n\n select * \n from \"postgres\".\"public_qualtrics_dev\".\"stg_qualtrics__contact_mailing_list_membership\"\n),\n\n-- in XM directory a contact can belong to multiple mailing lists within a directory\n-- need to split counts and string_aggs on redshift \ncount_mailing_lists as (\n\n select \n directory_id,\n contact_id,\n source_relation,\n count(distinct case when not is_unsubscribed then mailing_list_id else null end) as count_mailing_lists_subscribed_to,\n count(distinct case when is_unsubscribed then mailing_list_id else null end) as count_mailing_lists_unsubscribed_from\n\n from contact_mailing_list_membership\n group by 1,2,3\n),\n\n-- in XM directory a contact can belong to multiple mailing lists within a directory\n-- need to split counts and string_aggs on redshift \nagg_mailing_lists as (\n\n select \n directory_id,\n contact_id,\n source_relation,\n \n string_agg(mailing_list_id, ', ')\n\n as mailing_list_ids\n\n from contact_mailing_list_membership\n group by 1,2,3\n),\n\ndirectory_contact_join as (\n\n select\n directory_contact.*,\n count_mailing_lists.count_mailing_lists_subscribed_to,\n count_mailing_lists.count_mailing_lists_unsubscribed_from,\n agg_mailing_lists.mailing_list_ids\n from directory_contact\n left join agg_mailing_lists\n on directory_contact.contact_id = agg_mailing_lists.contact_id\n and directory_contact.directory_id = agg_mailing_lists.directory_id \n and directory_contact.source_relation = agg_mailing_lists.source_relation\n left join count_mailing_lists\n on directory_contact.contact_id = count_mailing_lists.contact_id\n and directory_contact.directory_id = count_mailing_lists.directory_id \n and directory_contact.source_relation = count_mailing_lists.source_relation\n),\n\n\ncore_contact as (\n\n select *\n from \"postgres\".\"public_qualtrics_dev\".\"stg_qualtrics__core_contact\"\n),\n\n-- Roll up mailing lists since contacts in the XM directory endpoint can belong to multiple (or none)\n-- need to split counts and string_aggs on redshift \ncount_core_mailing_lists as (\n\n select \n contact_id,\n source_relation,\n count(distinct case when not is_unsubscribed then mailing_list_id else null end) as count_mailing_lists_subscribed_to,\n count(distinct case when is_unsubscribed then mailing_list_id else null end) as count_mailing_lists_unsubscribed_from\n\n from core_contact\n group by 1,2\n),\n\n-- Roll up mailing lists since contacts in the XM directory endpoint can belong to multiple (or none)\n-- need to split counts and string_aggs on redshift \nagg_core_mailing_lists as (\n\n select \n contact_id,\n source_relation,\n \n string_agg(mailing_list_id, ', ')\n\n as mailing_list_ids\n\n from core_contact\n group by 1,2\n),\n\ncore_contact_join as (\n\n select\n core_contact.*,\n count_core_mailing_lists.count_mailing_lists_subscribed_to,\n count_core_mailing_lists.count_mailing_lists_unsubscribed_from,\n agg_core_mailing_lists.mailing_list_ids\n from core_contact\n left join agg_core_mailing_lists\n on core_contact.contact_id = agg_core_mailing_lists.contact_id\n and core_contact.source_relation = agg_core_mailing_lists.source_relation\n left join count_core_mailing_lists\n on core_contact.contact_id = count_core_mailing_lists.contact_id\n and core_contact.source_relation = count_core_mailing_lists.source_relation\n),\n\nfinal as (\n\n select\n contact_id,\n false as is_xm_directory_contact,\n true as is_research_core_contact,\n null as directory_id,\n email,\n email_domain,\n first_name,\n last_name,\n external_data_reference,\n language,\n null as is_unsubscribed_from_directory,\n null as unsubscribed_from_directory_at,\n null as last_modified_at,\n mailing_list_ids,\n count_mailing_lists_subscribed_to,\n count_mailing_lists_unsubscribed_from,\n _fivetran_synced as created_at,\n source_relation\n\n \n\n \n\n\n\n\n\n\n from core_contact_join\n union all \n\n\n\n select\n contact_id,\n true as is_xm_directory_contact,\n false as is_research_core_contact,\n directory_id,\n email,\n email_domain,\n first_name,\n last_name,\n ext_ref as external_data_reference,\n language,\n is_unsubscribed_from_directory,\n unsubscribed_from_directory_at,\n last_modified_at,\n mailing_list_ids,\n count_mailing_lists_subscribed_to,\n count_mailing_lists_unsubscribed_from,\n created_at,\n source_relation\n \n\n\n\n\n\n \n\n from directory_contact_join\n)\n\nselect *\nfrom final\n), response as (\n -- will probably move the logic from this int model to the end model directly \n select *\n from __dbt__cte__int_qualtrics__responses\n),\n\nquestion_option as (\n\n select *\n from \"postgres\".\"public_qualtrics_dev\".\"stg_qualtrics__question_option\"\n),\n\nquestion as (\n\n select *\n from __dbt__cte__int_qualtrics__question\n),\n\nsurvey as (\n\n select *\n from \"postgres\".\"public_qualtrics_dev\".\"stg_qualtrics__survey\"\n),\n\nembedded_data as (\n\n select *\n from __dbt__cte__int_qualtrics__survey_embedded_data\n),\n\ncontacts as (\n\n select *\n from __dbt__cte__int_qualtrics__contacts\n),\n\nrollup_contacts as (\n\n select \n email,\n source_relation,\n max(email_domain) as email_domain,\n max(first_name) as first_name,\n max(last_name) as last_name,\n max(language) as language,\n max(external_data_reference) as external_data_reference,\n \n\n bool_or( is_xm_directory_contact )\n\n as is_xm_directory_contact,\n \n\n bool_or( is_research_core_contact )\n\n as is_research_core_contact\n\n from contacts\n group by 1,2\n),\n\nfinal as (\n\n select \n response.*,\n question_option.recode_value,\n question_option.text as question_option_text,\n rollup_contacts.first_name,\n rollup_contacts.last_name,\n rollup_contacts.email_domain,\n rollup_contacts.language as contact_language,\n rollup_contacts.external_data_reference as contact_external_data_reference,\n rollup_contacts.is_xm_directory_contact,\n rollup_contacts.is_research_core_contact,\n\n embedded_data.embedded_data,\n survey.survey_name,\n survey.survey_status,\n survey.project_category,\n survey.project_type,\n survey.brand_base_url,\n \n -- most question fields are included, as there is no question end model. join with `int_qualtrics__question` to bring in more\n question.question_description,\n question.question_type,\n question.block_id,\n question.block_description,\n question.block_question_randomization,\n question.block_type,\n question.block_visibility,\n question.validation_setting_force_response,\n question.validation_setting_force_response_type,\n question.validation_setting_type,\n question.is_question_deleted,\n question.is_block_deleted\n\n from response\n\n left join question\n on response.question_id = question.question_id\n and response.survey_id = question.survey_id\n and response.sub_question_key = question.sub_question_key\n and response.source_relation = question.source_relation\n\n left join question_option\n on response.question_id = question_option.question_id \n and response.survey_id = question_option.survey_id\n and response.question_option_key = question_option.key\n and response.source_relation = question_option.source_relation\n\n left join survey\n on response.survey_id = survey.survey_id\n and response.source_relation = survey.source_relation\n\n left join embedded_data\n on response.survey_response_id = embedded_data.response_id\n and response.source_relation = embedded_data.source_relation\n\n left join rollup_contacts \n on response.recipient_email = rollup_contacts.email\n and response.source_relation = rollup_contacts.source_relation\n\n)\n\nselect *\nfrom final", "extra_ctes_injected": true, "extra_ctes": [{"id": "model.qualtrics.int_qualtrics__responses", "sql": " __dbt__cte__int_qualtrics__responses as (\nwith question_response as (\n\n select *\n from \"postgres\".\"public_qualtrics_dev\".\"stg_qualtrics__question_response\"\n),\n\nsurvey_response as (\n\n select *\n from \"postgres\".\"public_qualtrics_dev\".\"stg_qualtrics__survey_response\"\n),\n\nresponse_join as (\n\n select \n question_response._fivetran_id as question_response_id,\n question_response.response_id as survey_response_id,\n survey_response.survey_id,\n question_response.question_id,\n question_response.question as question_text,\n question_response.sub_question_key,\n question_response.sub_question_text,\n question_response.question_option_key,\n question_response.value,\n question_response.response_text,\n question_response.loop_id,\n survey_response.distribution_channel,\n survey_response.status as survey_response_status,\n survey_response.progress as survey_progress,\n survey_response.duration_in_seconds,\n survey_response.is_finished as is_finished_with_survey,\n survey_response.finished_at as survey_finished_at,\n survey_response.last_modified_at as survey_response_last_modified_at,\n survey_response.recorded_date as survey_response_recorded_at,\n survey_response.started_at as survey_response_started_at,\n survey_response.recipient_email,\n survey_response.recipient_first_name,\n survey_response.recipient_last_name,\n survey_response.user_language,\n survey_response.ip_address,\n survey_response.location_latitude,\n survey_response.location_longitude,\n question_response.source_relation\n \n from question_response \n inner join survey_response -- every question response will belong to an overall \"survey response\"\n on question_response.response_id = survey_response.response_id\n and question_response.source_relation = survey_response.source_relation\n \n)\n\nselect *\nfrom response_join\n)"}, {"id": "model.qualtrics.int_qualtrics__question", "sql": " __dbt__cte__int_qualtrics__question as (\nwith question as (\n\n select *\n from \"postgres\".\"public_qualtrics_dev\".\"stg_qualtrics__question\"\n),\n\nblock_question as (\n\n select *\n from \"postgres\".\"public_qualtrics_dev\".\"stg_qualtrics__block_question\"\n where not coalesce(is_deleted, false) -- lets get rid of deleted questions\n),\n\nblock as (\n\n select *\n from \"postgres\".\"public_qualtrics_dev\".\"stg_qualtrics__block\"\n),\n\nsub_question as (\n \n select *\n from \"postgres\".\"public_qualtrics_dev\".\"stg_qualtrics__sub_question\"\n),\n\nquestion_join as (\n\n select\n question.question_id,\n \n\n \n \n\n split_part(\n question.question_id,\n '#',\n 1\n )\n\n\n \n\n as parent_question_id,\n question.question_text,\n question.survey_id,\n question.question_description,\n question.question_description_option,\n sub_question.key as sub_question_key,\n sub_question.text as sub_question_text,\n question.question_type,\n question.selector,\n question.sub_selector,\n question.is_data_hidden,\n question.is_data_private,\n question.is_deleted as is_question_deleted,\n question.validation_setting_force_response,\n question.validation_setting_force_response_type,\n question.validation_setting_type,\n question.data_export_tag,\n sub_question.choice_data_export_tag,\n block.block_id,\n block.description as block_description,\n block.randomize_questions as block_question_randomization,\n block.type as block_type,\n block.block_visibility,\n block.is_locked as is_block_locked,\n block.is_deleted as is_block_deleted,\n question.next_answer_id,\n question.next_choice_id,\n question.source_relation\n\n from question\n left join sub_question\n on question.question_id = sub_question.question_id \n and question.survey_id = sub_question.survey_id\n and question.source_relation = sub_question.source_relation\n \n left join block_question\n on question.question_id = block_question.question_id\n and question.survey_id = block_question.survey_id\n and question.source_relation = block_question.source_relation\n\n left join block\n on block_question.block_id = block.block_id\n and block_question.survey_id = block.survey_id\n and block_question.source_relation = block.source_relation\n\n)\n\nselect *\nfrom question_join\n)"}, {"id": "model.qualtrics.int_qualtrics__survey_embedded_data", "sql": " __dbt__cte__int_qualtrics__survey_embedded_data as (\nwith survey_embedded_data as (\n\n select *\n from \"postgres\".\"public_qualtrics_dev\".\"stg_qualtrics__survey_embedded_data\"\n),\n\njsonify as (\n\n select\n response_id, -- survey_response\n source_relation,\n '{' || \n string_agg(key || ':' || value, ', ')\n\n || '}' as embedded_data\n from survey_embedded_data\n group by 1,2\n)\n\nselect \n response_id,\n source_relation,\n embedded_data\nfrom jsonify \ngroup by 1,2,3\n)"}, {"id": "model.qualtrics.int_qualtrics__contacts", "sql": " __dbt__cte__int_qualtrics__contacts as (\n\nwith directory_contact as (\n\n select *\n from \"postgres\".\"public_qualtrics_dev\".\"stg_qualtrics__directory_contact\"\n),\n\ncontact_mailing_list_membership as (\n\n select * \n from \"postgres\".\"public_qualtrics_dev\".\"stg_qualtrics__contact_mailing_list_membership\"\n),\n\n-- in XM directory a contact can belong to multiple mailing lists within a directory\n-- need to split counts and string_aggs on redshift \ncount_mailing_lists as (\n\n select \n directory_id,\n contact_id,\n source_relation,\n count(distinct case when not is_unsubscribed then mailing_list_id else null end) as count_mailing_lists_subscribed_to,\n count(distinct case when is_unsubscribed then mailing_list_id else null end) as count_mailing_lists_unsubscribed_from\n\n from contact_mailing_list_membership\n group by 1,2,3\n),\n\n-- in XM directory a contact can belong to multiple mailing lists within a directory\n-- need to split counts and string_aggs on redshift \nagg_mailing_lists as (\n\n select \n directory_id,\n contact_id,\n source_relation,\n \n string_agg(mailing_list_id, ', ')\n\n as mailing_list_ids\n\n from contact_mailing_list_membership\n group by 1,2,3\n),\n\ndirectory_contact_join as (\n\n select\n directory_contact.*,\n count_mailing_lists.count_mailing_lists_subscribed_to,\n count_mailing_lists.count_mailing_lists_unsubscribed_from,\n agg_mailing_lists.mailing_list_ids\n from directory_contact\n left join agg_mailing_lists\n on directory_contact.contact_id = agg_mailing_lists.contact_id\n and directory_contact.directory_id = agg_mailing_lists.directory_id \n and directory_contact.source_relation = agg_mailing_lists.source_relation\n left join count_mailing_lists\n on directory_contact.contact_id = count_mailing_lists.contact_id\n and directory_contact.directory_id = count_mailing_lists.directory_id \n and directory_contact.source_relation = count_mailing_lists.source_relation\n),\n\n\ncore_contact as (\n\n select *\n from \"postgres\".\"public_qualtrics_dev\".\"stg_qualtrics__core_contact\"\n),\n\n-- Roll up mailing lists since contacts in the XM directory endpoint can belong to multiple (or none)\n-- need to split counts and string_aggs on redshift \ncount_core_mailing_lists as (\n\n select \n contact_id,\n source_relation,\n count(distinct case when not is_unsubscribed then mailing_list_id else null end) as count_mailing_lists_subscribed_to,\n count(distinct case when is_unsubscribed then mailing_list_id else null end) as count_mailing_lists_unsubscribed_from\n\n from core_contact\n group by 1,2\n),\n\n-- Roll up mailing lists since contacts in the XM directory endpoint can belong to multiple (or none)\n-- need to split counts and string_aggs on redshift \nagg_core_mailing_lists as (\n\n select \n contact_id,\n source_relation,\n \n string_agg(mailing_list_id, ', ')\n\n as mailing_list_ids\n\n from core_contact\n group by 1,2\n),\n\ncore_contact_join as (\n\n select\n core_contact.*,\n count_core_mailing_lists.count_mailing_lists_subscribed_to,\n count_core_mailing_lists.count_mailing_lists_unsubscribed_from,\n agg_core_mailing_lists.mailing_list_ids\n from core_contact\n left join agg_core_mailing_lists\n on core_contact.contact_id = agg_core_mailing_lists.contact_id\n and core_contact.source_relation = agg_core_mailing_lists.source_relation\n left join count_core_mailing_lists\n on core_contact.contact_id = count_core_mailing_lists.contact_id\n and core_contact.source_relation = count_core_mailing_lists.source_relation\n),\n\nfinal as (\n\n select\n contact_id,\n false as is_xm_directory_contact,\n true as is_research_core_contact,\n null as directory_id,\n email,\n email_domain,\n first_name,\n last_name,\n external_data_reference,\n language,\n null as is_unsubscribed_from_directory,\n null as unsubscribed_from_directory_at,\n null as last_modified_at,\n mailing_list_ids,\n count_mailing_lists_subscribed_to,\n count_mailing_lists_unsubscribed_from,\n _fivetran_synced as created_at,\n source_relation\n\n \n\n \n\n\n\n\n\n\n from core_contact_join\n union all \n\n\n\n select\n contact_id,\n true as is_xm_directory_contact,\n false as is_research_core_contact,\n directory_id,\n email,\n email_domain,\n first_name,\n last_name,\n ext_ref as external_data_reference,\n language,\n is_unsubscribed_from_directory,\n unsubscribed_from_directory_at,\n last_modified_at,\n mailing_list_ids,\n count_mailing_lists_subscribed_to,\n count_mailing_lists_unsubscribed_from,\n created_at,\n source_relation\n \n\n\n\n\n\n \n\n from directory_contact_join\n)\n\nselect *\nfrom final\n)"}], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null, "primary_key": [], "time_spine": null}, "model.qualtrics.qualtrics__survey": {"database": "postgres", "schema": "public_qualtrics_dev", "name": "qualtrics__survey", "resource_type": "model", "package_name": "qualtrics", "path": "qualtrics__survey.sql", "original_file_path": "models/qualtrics__survey.sql", "unique_id": "model.qualtrics.qualtrics__survey", "fqn": ["qualtrics", "qualtrics__survey"], "alias": "qualtrics__survey", "checksum": {"name": "sha256", "checksum": "b24f2f4d9f7fc04ca880567c5f03b91c6189742169da229c06c6af289be36212"}, "config": {"enabled": true, "alias": null, "schema": "qualtrics_dev", "database": null, "tags": ["qualtrics", "fivetran_package"], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "batch_size": null, "lookback": 1, "begin": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "event_time": null, "concurrent_batches": null, "access": "protected", "freshness": null}, "tags": ["qualtrics", "fivetran_package"], "description": "Detailed view of all surveys created, enhanced with distribution and response metrics.", "columns": {"is_deleted": {"name": "is_deleted", "description": "Boolean representing whether the record was soft-deleted in Qualtrics.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics._fivetran_deleted"]}, "_fivetran_synced": {"name": "_fivetran_synced", "description": "The time when a record was last updated by Fivetran.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics._fivetran_synced"]}, "auto_scoring_category": {"name": "auto_scoring_category", "description": "The automated scoring category.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.auto_scoring_category"]}, "brand_base_url": {"name": "brand_base_url", "description": "Base url for the organization/brand.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.brand_base_url"]}, "brand_id": {"name": "brand_id", "description": "Unique ID of the organization/brand.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.brand_id"]}, "bundle_short_name": {"name": "bundle_short_name", "description": "Short name for the content bundle that the survey is from.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.bundle_short_name"]}, "composition_type": {"name": "composition_type", "description": "Survey composition type.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.composition_type"]}, "creator_user_id": {"name": "creator_user_id", "description": "The unique identifier for a specific `USER` who created the survey.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.creator_id"]}, "default_scoring_category": {"name": "default_scoring_category", "description": "The default scoring category.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.default_scoring_category"]}, "division_id": {"name": "division_id", "description": "The unique identifier for the Division ID. Match pattern = ^DV_[0-9a-zA-Z]{11,15}$", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.division_id"]}, "survey_id": {"name": "survey_id", "description": "The unique identifier for this survey. Match pattern = ^SV_[a-zA-Z0-9]{11,15}$", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.survey_id"]}, "last_accessed_at": {"name": "last_accessed_at", "description": "The date the survey was last accessed.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.last_accessed"]}, "last_activated_at": {"name": "last_activated_at", "description": "The date the survey was last activated.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.last_activated"]}, "last_modified_at": {"name": "last_modified_at", "description": "The point in time when the record was last modified.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.last_modified_date"]}, "owner_user_id": {"name": "owner_user_id", "description": "The unique identifier for a specific user who owns this.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.owner_id"]}, "project_category": {"name": "project_category", "description": "Project category of the survey.\n\nAllowed values - `CORE`, `CX`, `EX`, `BX`, `PX`", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.project_category"]}, "project_type": {"name": "project_type", "description": "Type of [Qualtrics project](https://www.qualtrics.com/support/survey-platform/my-projects/my-projects-overview/#SelectingProjectType). Match pattern = ^[a-zA-Z]+$", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.project_type"]}, "registry_sha": {"name": "registry_sha", "description": "The survey registry SHA.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.registry_sha"]}, "registry_version": {"name": "registry_version", "description": "The survey registry version.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.registry_version"]}, "schema_version": {"name": "schema_version", "description": "Qualtrics schema version.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.schema_version"]}, "scoring_summary_after_questions": {"name": "scoring_summary_after_questions", "description": "Boolean representing whether the scoring summary is after questions.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.scoring_summary_after_questions"]}, "scoring_summary_after_survey": {"name": "scoring_summary_after_survey", "description": "Boolean representing whether the scoring summary is after the survey.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.scoring_summary_after_survey"]}, "scoring_summary_category": {"name": "scoring_summary_category", "description": "The unique identifier for the scoring.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.scoring_summary_category"]}, "survey_name": {"name": "survey_name", "description": "Name of the survey.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.survey_name"]}, "survey_status": {"name": "survey_status", "description": "The distribution status of the survey, or a flag indicating that it's a library block\n\nAllowed values - `Inactive`, `Active`, `Pending`, `LibBlock`, `Deactive`, `Temporary`", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.survey_status"]}, "version_id": {"name": "version_id", "description": "The unique identifier for this survey version.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.version_id"]}, "version_number": {"name": "version_number", "description": "The version number of this survey.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.version_number"]}, "version_description": {"name": "version_description", "description": "A user-provided description of the survey version.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.survey_version_description"]}, "survey_version_created_at": {"name": "survey_version_created_at", "description": "The creation date and time of the record, expressed as an ISO 8601 value.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.creation_date"]}, "count_published_versions": {"name": "count_published_versions", "description": "Number of versions that have been published for this survey.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.count_published_versions"]}, "publisher_user_id": {"name": "publisher_user_id", "description": "ID of `USER` who published this survey version in your org.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.publisher_user_id"]}, "publisher_email": {"name": "publisher_email", "description": "Email of the `USER` who published the latest survey version.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.publisher_email"]}, "creator_email": {"name": "creator_email", "description": "Email of the `USER` who created the object.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.creator_email"]}, "owner_email": {"name": "owner_email", "description": "Email of the `USER` who owns the object.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.owner_email"]}, "count_questions": {"name": "count_questions", "description": "Total number of questions (does not include deleted ones) in the survey.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.count_questions"]}, "avg_response_duration_in_seconds": {"name": "avg_response_duration_in_seconds", "description": "On average, how long it took a respondent to finish a survey in seconds.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.avg_response_duration_in_seconds"]}, "avg_survey_progress_pct": {"name": "avg_survey_progress_pct", "description": "On average, how far a respondent has progressed through a survey as a percentage out of 100.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.avg_survey_progress_pct"]}, "median_response_duration_in_seconds": {"name": "median_response_duration_in_seconds", "description": "The median of how long it took a respondent to finish a survey in seconds.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.median_response_duration_in_seconds"]}, "median_survey_progress_pct": {"name": "median_survey_progress_pct", "description": "The median of how far a respondent has progressed through a survey as a percentage out of 100.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.median_survey_progress_pct"]}, "count_survey_responses": {"name": "count_survey_responses", "description": "Total number of survey responses.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.count_survey_responses"]}, "count_completed_survey_responses": {"name": "count_completed_survey_responses", "description": "Total number of _completed_ survey responses (ie `is_finished=true`).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.count_completed_survey_responses"]}, "count_survey_responses_30d": {"name": "count_survey_responses_30d", "description": "Number of survey responses recorded in the past 30 days.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.count_survey_responses_30d"]}, "count_completed_survey_responses_30d": {"name": "count_completed_survey_responses_30d", "description": "Number of _completed_ survey responses recorded in the past 30 days.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.count_completed_survey_responses_30d"]}, "count_anonymous_survey_responses": {"name": "count_anonymous_survey_responses", "description": "Number of recorded survey responses distributed anonymously.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.count_anonymous_survey_responses"]}, "count_anonymous_completed_survey_responses": {"name": "count_anonymous_completed_survey_responses", "description": "Number of _completed_ recorded survey responses distributed anonymously.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.count_anonymous_completed_survey_responses"]}, "count_social_media_survey_responses": {"name": "count_social_media_survey_responses", "description": "Number of recorded survey responses distributed via [social media](https://www.qualtrics.com/support/survey-platform/distributions-module/social-media-distribution/).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.count_social_media_survey_responses"]}, "count_social_media_completed_survey_responses": {"name": "count_social_media_completed_survey_responses", "description": "Number of _completed_ survey responses distributed via [social media](https://www.qualtrics.com/support/survey-platform/distributions-module/social-media-distribution/).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.count_social_media_completed_survey_responses"]}, "count_personal_link_survey_responses": {"name": "count_personal_link_survey_responses", "description": "Number of recorded survey responses distributed via [personal links](https://www.qualtrics.com/support/survey-platform/distributions-module/email-distribution/personal-links/).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.count_personal_link_survey_responses"]}, "count_personal_link_completed_survey_responses": {"name": "count_personal_link_completed_survey_responses", "description": "Number of _completed_ survey responses distributed via [personal links](https://www.qualtrics.com/support/survey-platform/distributions-module/email-distribution/personal-links/).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.count_personal_link_completed_survey_responses"]}, "count_qr_code_survey_responses": {"name": "count_qr_code_survey_responses", "description": "Number of recorded survey responses distributed via [QR codes](https://www.qualtrics.com/support/survey-platform/distributions-module/web-distribution/qr-code/).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.count_qr_code_survey_responses"]}, "count_qr_code_completed_survey_responses": {"name": "count_qr_code_completed_survey_responses", "description": "Number of _completed_ survey responses distributed via [QR codes](https://www.qualtrics.com/support/survey-platform/distributions-module/web-distribution/qr-code/).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.count_qr_code_completed_survey_responses"]}, "count_email_survey_responses": {"name": "count_email_survey_responses", "description": "Number of recorded survey responses distributed via [email](https://www.qualtrics.com/support/survey-platform/distributions-module/email-distribution/emails-overview/).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.count_email_survey_responses"]}, "count_email_completed_survey_responses": {"name": "count_email_completed_survey_responses", "description": "Number of _completed_ survey responses distributed via [email](https://www.qualtrics.com/support/survey-platform/distributions-module/email-distribution/emails-overview/).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.count_email_completed_survey_responses"]}, "count_sms_survey_responses": {"name": "count_sms_survey_responses", "description": "Number of recorded survey responses distributed via [SMS invite](https://www.qualtrics.com/support/survey-platform/distributions-module/mobile-distributions/sms-surveys/).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.count_sms_survey_responses"]}, "count_sms_completed_survey_responses": {"name": "count_sms_completed_survey_responses", "description": "Number of _completed_ survey responses distributed via [SMS invite](https://www.qualtrics.com/support/survey-platform/distributions-module/mobile-distributions/sms-surveys/).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.count_sms_completed_survey_responses"]}, "count_uncategorized_survey_responses": {"name": "count_uncategorized_survey_responses", "description": "Number of recorded survey responses not distributed via the default channels.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.count_uncategorized_survey_responses"]}, "count_uncategorized_completed_survey_responses": {"name": "count_uncategorized_completed_survey_responses", "description": "Number of _completed_ survey responses not distributed via the default channels.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.count_uncategorized_completed_survey_responses"]}, "source_relation": {"name": "source_relation", "description": "The schema or database this record came from if you are making use of the qualtrics_union_schemas or qualtrics_union_databases variables, respectively. Empty string if you are not using either of these variables to union together multiple Qualtrics connectors.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.source_relation"]}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "qualtrics://models/qualtrics.yml", "build_path": null, "unrendered_config": {"tags": ["qualtrics", "fivetran_package"], "schema": "qualtrics_{{ var('directed_schema','dev') }}", "materialized": "table"}, "created_at": 1764703206.2068648, "relation_name": "\"postgres\".\"public_qualtrics_dev\".\"qualtrics__survey\"", "raw_code": "with survey as (\n-- contains survey version + associated internal-user data\n select *\n from {{ ref('int_qualtrics__survey') }}\n),\n\nresponses as (\n\n select *\n from {{ ref('stg_qualtrics__survey_response') }}\n),\n\nquestion as (\n\n select *\n from {{ ref('stg_qualtrics__question') }}\n),\n\nagg_questions as (\n\n select \n survey_id,\n source_relation,\n count(distinct question_id) as count_questions\n from question \n where not coalesce(is_deleted, false)\n group by 1,2\n),\n\nagg_responses as (\n\n {# From https://qualtrics.com/support/survey-platform/distributions-module/distribution-summary/#ChannelCategorization #}\n {% set distribution_channels = ('anonymous', 'social', 'gl', 'qr', 'email', 'smsinvite') %}\n\n select\n survey_id,\n source_relation,\n avg(duration_in_seconds) as avg_response_duration_in_seconds,\n avg(progress) as avg_survey_progress_pct,\n count(distinct response_id) as count_survey_responses,\n count(distinct case when is_finished then response_id else null end) as count_completed_survey_responses,\n count(distinct \n case \n when {{ fivetran_utils.timestamp_diff(first_date=\"recorded_date\", second_date=dbt.current_timestamp(), datepart=\"day\") }} <= 30 then response_id\n else null end) as count_survey_responses_30d,\n count(distinct \n case \n when is_finished and {{ fivetran_utils.timestamp_diff(first_date=\"recorded_date\", second_date=dbt.current_timestamp(), datepart=\"day\") }} <= 30 then response_id\n else null end) as count_completed_survey_responses_30d,\n \n -- pivot out distribution channel responses\n {% for distribution_channel in distribution_channels %}\n count(distinct \n case \n when distribution_channel = '{{ distribution_channel }}' then response_id\n else null end) as count_{{ distribution_channel }}_survey_responses,\n count(distinct \n case \n when distribution_channel = '{{ distribution_channel }}' and is_finished then response_id\n else null end) as count_{{ distribution_channel }}_completed_survey_responses,\n {% endfor %}\n\n count(distinct case \n when distribution_channel not in {{ distribution_channels }} then response_id\n else null end) as count_uncategorized_survey_responses,\n count(distinct case \n when is_finished and distribution_channel not in {{ distribution_channels }} then response_id\n else null end) as count_uncategorized_completed_survey_responses\n\n from responses \n group by 1,2\n),\n\ncalc_medians as (\n\n select \n survey_id,\n source_relation,\n median_response_duration_in_seconds,\n median_survey_progress_pct\n \n from (\n select \n survey_id, \n source_relation,\n {{ fivetran_utils.percentile(percentile_field='duration_in_seconds', partition_field='survey_id,source_relation', percent='0.5') }} as median_response_duration_in_seconds,\n {{ fivetran_utils.percentile(percentile_field='progress', partition_field='survey_id,source_relation', percent='0.5') }} as median_survey_progress_pct\n\n from responses\n {% if target.type == 'postgres' %} group by 1,2 {% endif %} -- percentile macro uses an aggregate function on postgres and window functions on other DBs\n ) as rollup_medians\n {% if target.type != 'postgres' %} group by 1,2,3,4 {% endif %} -- roll up if using window function\n),\n\nsurvey_join as (\n\n select\n survey.*,\n coalesce(agg_questions.count_questions, 0) as count_questions,\n\n agg_responses.avg_response_duration_in_seconds,\n calc_medians.median_response_duration_in_seconds,\n agg_responses.avg_survey_progress_pct,\n calc_medians.median_survey_progress_pct,\n coalesce(agg_responses.count_survey_responses, 0) as count_survey_responses,\n coalesce(agg_responses.count_completed_survey_responses, 0) as count_completed_survey_responses,\n coalesce(agg_responses.count_survey_responses_30d, 0) as count_survey_responses_30d,\n coalesce(agg_responses.count_completed_survey_responses_30d, 0) as count_completed_survey_responses_30d,\n\n -- distribution channels\n coalesce(agg_responses.count_anonymous_survey_responses, 0) as count_anonymous_survey_responses,\n coalesce(agg_responses.count_anonymous_completed_survey_responses, 0) as count_anonymous_completed_survey_responses,\n coalesce(agg_responses.count_social_survey_responses, 0) as count_social_media_survey_responses,\n coalesce(agg_responses.count_social_completed_survey_responses, 0) as count_social_media_completed_survey_responses,\n coalesce(agg_responses.count_gl_survey_responses, 0) as count_personal_link_survey_responses,\n coalesce(agg_responses.count_gl_completed_survey_responses, 0) as count_personal_link_completed_survey_responses,\n coalesce(agg_responses.count_qr_survey_responses, 0) as count_qr_code_survey_responses,\n coalesce(agg_responses.count_qr_completed_survey_responses, 0) as count_qr_code_completed_survey_responses,\n coalesce(agg_responses.count_email_survey_responses, 0) as count_email_survey_responses,\n coalesce(agg_responses.count_email_completed_survey_responses, 0) as count_email_completed_survey_responses,\n coalesce(agg_responses.count_smsinvite_survey_responses, 0) as count_sms_survey_responses,\n coalesce(agg_responses.count_smsinvite_completed_survey_responses, 0) as count_sms_completed_survey_responses,\n coalesce(agg_responses.count_uncategorized_survey_responses, 0) as count_uncategorized_survey_responses,\n coalesce(agg_responses.count_uncategorized_completed_survey_responses, 0) as count_uncategorized_completed_survey_responses\n\n from survey \n left join agg_questions\n on survey.survey_id = agg_questions.survey_id\n and survey.source_relation = agg_questions.source_relation\n left join agg_responses\n on survey.survey_id = agg_responses.survey_id\n and survey.source_relation = agg_responses.source_relation\n left join calc_medians \n on survey.survey_id = calc_medians.survey_id\n and survey.source_relation = calc_medians.source_relation\n)\n\nselect *\nfrom survey_join", "doc_blocks": [], "language": "sql", "refs": [{"name": "int_qualtrics__survey", "package": null, "version": null}, {"name": "stg_qualtrics__survey_response", "package": null, "version": null}, {"name": "stg_qualtrics__question", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.current_timestamp", "macro.fivetran_utils.timestamp_diff", "macro.fivetran_utils.percentile"], "nodes": ["model.qualtrics.int_qualtrics__survey", "model.qualtrics.stg_qualtrics__survey_response", "model.qualtrics.stg_qualtrics__question"]}, "compiled_path": "target/compiled/qualtrics/models/qualtrics__survey.sql", "compiled": true, "compiled_code": "with __dbt__cte__int_qualtrics__survey as (\nwith survey as (\n\n select *\n from \"postgres\".\"public_qualtrics_dev\".\"stg_qualtrics__survey\"\n),\n\nqualtrics_user as (\n\n select *\n from \"postgres\".\"public_qualtrics_dev\".\"stg_qualtrics__user\"\n),\n\nsurvey_version as (\n\n select *\n from \"postgres\".\"public_qualtrics_dev\".\"stg_qualtrics__survey_version\"\n),\n\nlatest_version as (\n\n select *\n from survey_version \n where is_published\n),\n\nagg_versions as (\n\n select \n survey_id,\n source_relation,\n count(distinct version_number) as count_published_versions\n from survey_version\n where was_published and not is_deleted\n group by 1,2\n),\n\nsurvey_join as (\n\n select\n\n survey.*,\n latest_version.version_id,\n latest_version.version_number,\n latest_version.version_description,\n latest_version.created_at as survey_version_created_at,\n agg_versions.count_published_versions,\n latest_version.publisher_user_id,\n version_publisher.email as publisher_email, \n creator.email as creator_email,\n owner.email as owner_email\n\n from survey\n left join latest_version\n on survey.survey_id = latest_version.survey_id\n and survey.source_relation = latest_version.source_relation\n left join qualtrics_user as version_publisher\n on latest_version.publisher_user_id = version_publisher.user_id\n and latest_version.source_relation = version_publisher.source_relation\n left join qualtrics_user as owner\n on survey.owner_user_id = owner.user_id\n and survey.source_relation = owner.source_relation\n left join qualtrics_user as creator\n on survey.creator_user_id = creator.user_id\n and survey.source_relation = creator.source_relation\n left join agg_versions \n on survey.survey_id = agg_versions.survey_id\n and survey.source_relation = agg_versions.source_relation\n)\n\nselect *\nfrom survey_join\n), survey as (\n-- contains survey version + associated internal-user data\n select *\n from __dbt__cte__int_qualtrics__survey\n),\n\nresponses as (\n\n select *\n from \"postgres\".\"public_qualtrics_dev\".\"stg_qualtrics__survey_response\"\n),\n\nquestion as (\n\n select *\n from \"postgres\".\"public_qualtrics_dev\".\"stg_qualtrics__question\"\n),\n\nagg_questions as (\n\n select \n survey_id,\n source_relation,\n count(distinct question_id) as count_questions\n from question \n where not coalesce(is_deleted, false)\n group by 1,2\n),\n\nagg_responses as (\n\n \n \n\n select\n survey_id,\n source_relation,\n avg(duration_in_seconds) as avg_response_duration_in_seconds,\n avg(progress) as avg_survey_progress_pct,\n count(distinct response_id) as count_survey_responses,\n count(distinct case when is_finished then response_id else null end) as count_completed_survey_responses,\n count(distinct \n case \n when \n \n\n \n ((now())::date - (recorded_date)::date)\n \n\n\n <= 30 then response_id\n else null end) as count_survey_responses_30d,\n count(distinct \n case \n when is_finished and \n \n\n \n ((now())::date - (recorded_date)::date)\n \n\n\n <= 30 then response_id\n else null end) as count_completed_survey_responses_30d,\n \n -- pivot out distribution channel responses\n \n count(distinct \n case \n when distribution_channel = 'anonymous' then response_id\n else null end) as count_anonymous_survey_responses,\n count(distinct \n case \n when distribution_channel = 'anonymous' and is_finished then response_id\n else null end) as count_anonymous_completed_survey_responses,\n \n count(distinct \n case \n when distribution_channel = 'social' then response_id\n else null end) as count_social_survey_responses,\n count(distinct \n case \n when distribution_channel = 'social' and is_finished then response_id\n else null end) as count_social_completed_survey_responses,\n \n count(distinct \n case \n when distribution_channel = 'gl' then response_id\n else null end) as count_gl_survey_responses,\n count(distinct \n case \n when distribution_channel = 'gl' and is_finished then response_id\n else null end) as count_gl_completed_survey_responses,\n \n count(distinct \n case \n when distribution_channel = 'qr' then response_id\n else null end) as count_qr_survey_responses,\n count(distinct \n case \n when distribution_channel = 'qr' and is_finished then response_id\n else null end) as count_qr_completed_survey_responses,\n \n count(distinct \n case \n when distribution_channel = 'email' then response_id\n else null end) as count_email_survey_responses,\n count(distinct \n case \n when distribution_channel = 'email' and is_finished then response_id\n else null end) as count_email_completed_survey_responses,\n \n count(distinct \n case \n when distribution_channel = 'smsinvite' then response_id\n else null end) as count_smsinvite_survey_responses,\n count(distinct \n case \n when distribution_channel = 'smsinvite' and is_finished then response_id\n else null end) as count_smsinvite_completed_survey_responses,\n \n\n count(distinct case \n when distribution_channel not in ('anonymous', 'social', 'gl', 'qr', 'email', 'smsinvite') then response_id\n else null end) as count_uncategorized_survey_responses,\n count(distinct case \n when is_finished and distribution_channel not in ('anonymous', 'social', 'gl', 'qr', 'email', 'smsinvite') then response_id\n else null end) as count_uncategorized_completed_survey_responses\n\n from responses \n group by 1,2\n),\n\ncalc_medians as (\n\n select \n survey_id,\n source_relation,\n median_response_duration_in_seconds,\n median_survey_progress_pct\n \n from (\n select \n survey_id, \n source_relation,\n \n\n percentile_cont( \n 0.5 )\n within group ( order by duration_in_seconds )\n /* have to group by partition field */\n\n as median_response_duration_in_seconds,\n \n\n percentile_cont( \n 0.5 )\n within group ( order by progress )\n /* have to group by partition field */\n\n as median_survey_progress_pct\n\n from responses\n group by 1,2 -- percentile macro uses an aggregate function on postgres and window functions on other DBs\n ) as rollup_medians\n -- roll up if using window function\n),\n\nsurvey_join as (\n\n select\n survey.*,\n coalesce(agg_questions.count_questions, 0) as count_questions,\n\n agg_responses.avg_response_duration_in_seconds,\n calc_medians.median_response_duration_in_seconds,\n agg_responses.avg_survey_progress_pct,\n calc_medians.median_survey_progress_pct,\n coalesce(agg_responses.count_survey_responses, 0) as count_survey_responses,\n coalesce(agg_responses.count_completed_survey_responses, 0) as count_completed_survey_responses,\n coalesce(agg_responses.count_survey_responses_30d, 0) as count_survey_responses_30d,\n coalesce(agg_responses.count_completed_survey_responses_30d, 0) as count_completed_survey_responses_30d,\n\n -- distribution channels\n coalesce(agg_responses.count_anonymous_survey_responses, 0) as count_anonymous_survey_responses,\n coalesce(agg_responses.count_anonymous_completed_survey_responses, 0) as count_anonymous_completed_survey_responses,\n coalesce(agg_responses.count_social_survey_responses, 0) as count_social_media_survey_responses,\n coalesce(agg_responses.count_social_completed_survey_responses, 0) as count_social_media_completed_survey_responses,\n coalesce(agg_responses.count_gl_survey_responses, 0) as count_personal_link_survey_responses,\n coalesce(agg_responses.count_gl_completed_survey_responses, 0) as count_personal_link_completed_survey_responses,\n coalesce(agg_responses.count_qr_survey_responses, 0) as count_qr_code_survey_responses,\n coalesce(agg_responses.count_qr_completed_survey_responses, 0) as count_qr_code_completed_survey_responses,\n coalesce(agg_responses.count_email_survey_responses, 0) as count_email_survey_responses,\n coalesce(agg_responses.count_email_completed_survey_responses, 0) as count_email_completed_survey_responses,\n coalesce(agg_responses.count_smsinvite_survey_responses, 0) as count_sms_survey_responses,\n coalesce(agg_responses.count_smsinvite_completed_survey_responses, 0) as count_sms_completed_survey_responses,\n coalesce(agg_responses.count_uncategorized_survey_responses, 0) as count_uncategorized_survey_responses,\n coalesce(agg_responses.count_uncategorized_completed_survey_responses, 0) as count_uncategorized_completed_survey_responses\n\n from survey \n left join agg_questions\n on survey.survey_id = agg_questions.survey_id\n and survey.source_relation = agg_questions.source_relation\n left join agg_responses\n on survey.survey_id = agg_responses.survey_id\n and survey.source_relation = agg_responses.source_relation\n left join calc_medians \n on survey.survey_id = calc_medians.survey_id\n and survey.source_relation = calc_medians.source_relation\n)\n\nselect *\nfrom survey_join", "extra_ctes_injected": true, "extra_ctes": [{"id": "model.qualtrics.int_qualtrics__survey", "sql": " __dbt__cte__int_qualtrics__survey as (\nwith survey as (\n\n select *\n from \"postgres\".\"public_qualtrics_dev\".\"stg_qualtrics__survey\"\n),\n\nqualtrics_user as (\n\n select *\n from \"postgres\".\"public_qualtrics_dev\".\"stg_qualtrics__user\"\n),\n\nsurvey_version as (\n\n select *\n from \"postgres\".\"public_qualtrics_dev\".\"stg_qualtrics__survey_version\"\n),\n\nlatest_version as (\n\n select *\n from survey_version \n where is_published\n),\n\nagg_versions as (\n\n select \n survey_id,\n source_relation,\n count(distinct version_number) as count_published_versions\n from survey_version\n where was_published and not is_deleted\n group by 1,2\n),\n\nsurvey_join as (\n\n select\n\n survey.*,\n latest_version.version_id,\n latest_version.version_number,\n latest_version.version_description,\n latest_version.created_at as survey_version_created_at,\n agg_versions.count_published_versions,\n latest_version.publisher_user_id,\n version_publisher.email as publisher_email, \n creator.email as creator_email,\n owner.email as owner_email\n\n from survey\n left join latest_version\n on survey.survey_id = latest_version.survey_id\n and survey.source_relation = latest_version.source_relation\n left join qualtrics_user as version_publisher\n on latest_version.publisher_user_id = version_publisher.user_id\n and latest_version.source_relation = version_publisher.source_relation\n left join qualtrics_user as owner\n on survey.owner_user_id = owner.user_id\n and survey.source_relation = owner.source_relation\n left join qualtrics_user as creator\n on survey.creator_user_id = creator.user_id\n and survey.source_relation = creator.source_relation\n left join agg_versions \n on survey.survey_id = agg_versions.survey_id\n and survey.source_relation = agg_versions.source_relation\n)\n\nselect *\nfrom survey_join\n)"}], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null, "primary_key": [], "time_spine": null}, "model.qualtrics.stg_qualtrics__directory_contact": {"database": "postgres", "schema": "public_qualtrics_dev", "name": "stg_qualtrics__directory_contact", "resource_type": "model", "package_name": "qualtrics", "path": "staging/stg_qualtrics__directory_contact.sql", "original_file_path": "models/staging/stg_qualtrics__directory_contact.sql", "unique_id": "model.qualtrics.stg_qualtrics__directory_contact", "fqn": ["qualtrics", "staging", "stg_qualtrics__directory_contact"], "alias": "stg_qualtrics__directory_contact", "checksum": {"name": "sha256", "checksum": "06a4b7054e7b49865e83c9dae9d426ad0ff02d5e05cdeaf5ba89b7daec7292b9"}, "config": {"enabled": true, "alias": null, "schema": "qualtrics_dev", "database": null, "tags": ["qualtrics", "fivetran_package", "staging"], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "batch_size": null, "lookback": 1, "begin": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "event_time": null, "concurrent_batches": null, "access": "protected", "freshness": null}, "tags": ["qualtrics", "fivetran_package", "staging"], "description": "Tablle relating contacts to the directories they are a part of.", "columns": {"_fivetran_synced": {"name": "_fivetran_synced", "description": "The time when a record was last updated by Fivetran.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics._fivetran_synced"]}, "created_at": {"name": "created_at", "description": "The creation date and time of the record, expressed as an ISO 8601 value.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.creation_date"]}, "directory_id": {"name": "directory_id", "description": "The directory ID, also known as a pool ID. Example - POOL_012345678901234", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.directory_id"]}, "unsubscribed_from_directory_at": {"name": "unsubscribed_from_directory_at", "description": "Date and time the user opted out of the directory.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.directory_unsubscribe_date"]}, "is_unsubscribed_from_directory": {"name": "is_unsubscribed_from_directory", "description": "Boolean indicating whether the contact unsubscribed from all contact from the Directory.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.directory_unsubscribed"]}, "email": {"name": "email", "description": "Contact's email address. Must be in proper email format.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.contact_email"]}, "email_domain": {"name": "email_domain", "description": "Domain of the contact's email address.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.email_domain"]}, "ext_ref": {"name": "ext_ref", "description": "The external reference for the contact.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.ext_ref"]}, "first_name": {"name": "first_name", "description": "Contact's first name.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.contact_first_name"]}, "contact_id": {"name": "contact_id", "description": "The ID for the contact. Example - CID_012345678901234", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.contact_id"]}, "language": {"name": "language", "description": "The user's default language.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.language"]}, "last_modified_at": {"name": "last_modified_at", "description": "The point in time when the record was last modified.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.last_modified_date"]}, "last_name": {"name": "last_name", "description": "Contact's surname.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.contact_last_name"]}, "phone": {"name": "phone", "description": "Contact's phone number.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.phone"]}, "source_relation": {"name": "source_relation", "description": "The schema or database this record came from if you are making use of the qualtrics_union_schemas or qualtrics_union_databases variables, respectively. Empty string if you are not using either of these variables to union together multiple Qualtrics connectors.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.source_relation"]}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "qualtrics://models/staging/stg_qualtrics.yml", "build_path": null, "unrendered_config": {"tags": ["staging"], "schema": "qualtrics_{{ var('directed_schema','dev') }}", "materialized": "table"}, "created_at": 1764703206.5304928, "relation_name": "\"postgres\".\"public_qualtrics_dev\".\"stg_qualtrics__directory_contact\"", "raw_code": "with base as (\n\n select * \n from {{ ref('stg_qualtrics__directory_contact_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_qualtrics__directory_contact_tmp')),\n staging_columns=get_directory_contact_columns()\n )\n }}\n\n {{ fivetran_utils.source_relation(\n union_schema_variable='qualtrics_union_schemas', \n union_database_variable='qualtrics_union_databases') \n }}\n \n from base\n),\n\nfinal as (\n \n select \n cast(creation_date as {{ dbt.type_timestamp() }}) as created_at,\n directory_id,\n cast(directory_unsubscribe_date as {{ dbt.type_timestamp() }}) as unsubscribed_from_directory_at,\n cast(directory_unsubscribed as {{ dbt.type_boolean() }}) as is_unsubscribed_from_directory,\n lower(email) as email,\n lower(email_domain) as email_domain,\n ext_ref,\n first_name,\n last_name,\n REGEXP_REPLACE(phone, '[^0-9]', '') AS phone, -- remove any non-numeric chars\n id as contact_id,\n language,\n cast(last_modified as {{ dbt.type_timestamp() }}) as last_modified_at,\n _fivetran_synced,\n source_relation\n\n {{ fivetran_utils.fill_pass_through_columns('qualtrics__directory_contact_pass_through_columns') }}\n\n from fields\n)\n\nselect *\nfrom final", "doc_blocks": [], "language": "sql", "refs": [{"name": "stg_qualtrics__directory_contact_tmp", "package": null, "version": null}, {"name": "stg_qualtrics__directory_contact_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.qualtrics.get_directory_contact_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_timestamp", "macro.dbt.type_boolean", "macro.fivetran_utils.fill_pass_through_columns"], "nodes": ["model.qualtrics.stg_qualtrics__directory_contact_tmp"]}, "compiled_path": "target/compiled/qualtrics/models/staging/stg_qualtrics__directory_contact.sql", "compiled": true, "compiled_code": "with base as (\n\n select * \n from \"postgres\".\"public_qualtrics_dev\".\"stg_qualtrics__directory_contact_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 creation_date\n \n as \n \n creation_date\n \n, \n \n \n directory_id\n \n as \n \n directory_id\n \n, \n \n \n directory_unsubscribe_date\n \n as \n \n directory_unsubscribe_date\n \n, \n \n \n directory_unsubscribed\n \n as \n \n directory_unsubscribed\n \n, \n \n \n email\n \n as \n \n email\n \n, \n \n \n email_domain\n \n as \n \n email_domain\n \n, \n \n \n ext_ref\n \n as \n \n ext_ref\n \n, \n \n \n first_name\n \n as \n \n first_name\n \n, \n \n \n id\n \n as \n \n id\n \n, \n \n \n language\n \n as \n \n language\n \n, \n \n \n last_modified\n \n as \n \n last_modified\n \n, \n \n \n last_name\n \n as \n \n last_name\n \n, \n \n \n phone\n \n as \n \n phone\n \n\n\n\n\n \n\n\n, cast('' as TEXT) as source_relation\n\n\n\n \n from base\n),\n\nfinal as (\n \n select \n cast(creation_date as timestamp) as created_at,\n directory_id,\n cast(directory_unsubscribe_date as timestamp) as unsubscribed_from_directory_at,\n cast(directory_unsubscribed as boolean) as is_unsubscribed_from_directory,\n lower(email) as email,\n lower(email_domain) as email_domain,\n ext_ref,\n first_name,\n last_name,\n REGEXP_REPLACE(phone, '[^0-9]', '') AS phone, -- remove any non-numeric chars\n id as contact_id,\n language,\n cast(last_modified as timestamp) as last_modified_at,\n _fivetran_synced,\n source_relation\n\n \n\n\n\n\n\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, "primary_key": [], "time_spine": null}, "model.qualtrics.stg_qualtrics__core_contact": {"database": "postgres", "schema": "public_qualtrics_dev", "name": "stg_qualtrics__core_contact", "resource_type": "model", "package_name": "qualtrics", "path": "staging/stg_qualtrics__core_contact.sql", "original_file_path": "models/staging/stg_qualtrics__core_contact.sql", "unique_id": "model.qualtrics.stg_qualtrics__core_contact", "fqn": ["qualtrics", "staging", "stg_qualtrics__core_contact"], "alias": "stg_qualtrics__core_contact", "checksum": {"name": "sha256", "checksum": "e4778ce34ab2e2135af003cd77f220d5a6aa3e9788d8e064ccf1c7abfef4d15f"}, "config": {"enabled": true, "alias": null, "schema": "qualtrics_dev", "database": null, "tags": ["qualtrics", "fivetran_package", "staging"], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "batch_size": null, "lookback": 1, "begin": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "event_time": null, "concurrent_batches": null, "access": "protected", "freshness": null}, "tags": ["qualtrics", "fivetran_package", "staging"], "description": "Research Core contacts (non-XM directory).", "columns": {"_fivetran_synced": {"name": "_fivetran_synced", "description": "The time when a record was last updated by Fivetran.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics._fivetran_synced"]}, "contact_id": {"name": "contact_id", "description": "Mailing List Contact ID (different from `contact_id`). ex: `MLRP_*`", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.mailing_list_contact_id"]}, "mailing_list_id": {"name": "mailing_list_id", "description": "The ID for the mailing list.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.mailing_list_id"]}, "first_name": {"name": "first_name", "description": "Contact's first name.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.contact_first_name"]}, "last_name": {"name": "last_name", "description": "Contact's surname.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.contact_last_name"]}, "email": {"name": "email", "description": "Contact's email address. Must be in proper email format.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.contact_email"]}, "external_data_reference": {"name": "external_data_reference", "description": "The external reference for the contact.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.ext_ref"]}, "language": {"name": "language", "description": "The user's default language.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.language"]}, "is_unsubscribed": {"name": "is_unsubscribed", "description": "Boolean indicating if the user unsubscribed.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.unsubscribed"]}, "is_deleted": {"name": "is_deleted", "description": "Boolean representing whether the record was soft-deleted in Qualtrics.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics._fivetran_deleted"]}, "source_relation": {"name": "source_relation", "description": "The schema or database this record came from if you are making use of the qualtrics_union_schemas or qualtrics_union_databases variables, respectively. Empty string if you are not using either of these variables to union together multiple Qualtrics connectors.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.source_relation"]}, "email_domain": {"name": "email_domain", "description": "Domain of the contact's email address.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.email_domain"]}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "qualtrics://models/staging/stg_qualtrics.yml", "build_path": null, "unrendered_config": {"tags": ["staging"], "schema": "qualtrics_{{ var('directed_schema','dev') }}", "materialized": "table", "enabled": true}, "created_at": 1764703206.5368237, "relation_name": "\"postgres\".\"public_qualtrics_dev\".\"stg_qualtrics__core_contact\"", "raw_code": "{{ config(enabled=var('qualtrics__using_core_contacts', false)) }}\n\nwith base as (\n\n select * \n from {{ ref('stg_qualtrics__core_contact_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_qualtrics__core_contact_tmp')),\n staging_columns=get_core_contact_columns()\n )\n }}\n \n {{ fivetran_utils.source_relation(\n union_schema_variable='qualtrics_union_schemas', \n union_database_variable='qualtrics_union_databases') \n }}\n \n from base\n),\n\nfinal as (\n \n select \n id as contact_id,\n mailing_list_id,\n first_name,\n last_name,\n lower(email) as email,\n {{ dbt.split_part('email', \"'@'\", 2) }} as email_domain,\n external_data_reference,\n language,\n cast(unsubscribed as {{ dbt.type_boolean() }}) as is_unsubscribed,\n cast(_fivetran_deleted as {{ dbt.type_boolean() }}) as is_deleted,\n _fivetran_synced,\n source_relation\n\n {{ fivetran_utils.fill_pass_through_columns('qualtrics__core_contact_pass_through_columns') }}\n\n from fields\n)\n\nselect *\nfrom final", "doc_blocks": [], "language": "sql", "refs": [{"name": "stg_qualtrics__core_contact_tmp", "package": null, "version": null}, {"name": "stg_qualtrics__core_contact_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.qualtrics.get_core_contact_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.split_part", "macro.dbt.type_boolean", "macro.fivetran_utils.fill_pass_through_columns"], "nodes": ["model.qualtrics.stg_qualtrics__core_contact_tmp"]}, "compiled_path": "target/compiled/qualtrics/models/staging/stg_qualtrics__core_contact.sql", "compiled": true, "compiled_code": "\n\nwith base as (\n\n select * \n from \"postgres\".\"public_qualtrics_dev\".\"stg_qualtrics__core_contact_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 id\n \n as \n \n id\n \n, \n \n \n mailing_list_id\n \n as \n \n mailing_list_id\n \n, \n \n \n first_name\n \n as \n \n first_name\n \n, \n \n \n last_name\n \n as \n \n last_name\n \n, \n \n \n email\n \n as \n \n email\n \n, \n \n \n external_data_reference\n \n as \n \n external_data_reference\n \n, \n \n \n language\n \n as \n \n language\n \n, \n \n \n unsubscribed\n \n as \n \n unsubscribed\n \n, \n \n \n _fivetran_deleted\n \n as \n \n _fivetran_deleted\n \n\n\n\n \n \n\n\n, cast('' as TEXT) as source_relation\n\n\n\n \n from base\n),\n\nfinal as (\n \n select \n id as contact_id,\n mailing_list_id,\n first_name,\n last_name,\n lower(email) as email,\n \n\n \n \n\n split_part(\n email,\n '@',\n 2\n )\n\n\n \n\n as email_domain,\n external_data_reference,\n language,\n cast(unsubscribed as boolean) as is_unsubscribed,\n cast(_fivetran_deleted as boolean) as is_deleted,\n _fivetran_synced,\n source_relation\n\n \n\n\n\n\n\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, "primary_key": [], "time_spine": null}, "model.qualtrics.stg_qualtrics__survey": {"database": "postgres", "schema": "public_qualtrics_dev", "name": "stg_qualtrics__survey", "resource_type": "model", "package_name": "qualtrics", "path": "staging/stg_qualtrics__survey.sql", "original_file_path": "models/staging/stg_qualtrics__survey.sql", "unique_id": "model.qualtrics.stg_qualtrics__survey", "fqn": ["qualtrics", "staging", "stg_qualtrics__survey"], "alias": "stg_qualtrics__survey", "checksum": {"name": "sha256", "checksum": "105d47ac40ecc484fdd8e5b3289df817a620bc00580e4cc3513b6732e0378fdc"}, "config": {"enabled": true, "alias": null, "schema": "qualtrics_dev", "database": null, "tags": ["qualtrics", "fivetran_package", "staging"], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "batch_size": null, "lookback": 1, "begin": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "event_time": null, "concurrent_batches": null, "access": "protected", "freshness": null}, "tags": ["qualtrics", "fivetran_package", "staging"], "description": "Qualtrics survey.", "columns": {"is_deleted": {"name": "is_deleted", "description": "Boolean representing whether the record was soft-deleted in Qualtrics.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics._fivetran_deleted"]}, "_fivetran_synced": {"name": "_fivetran_synced", "description": "The time when a record was last updated by Fivetran.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics._fivetran_synced"]}, "auto_scoring_category": {"name": "auto_scoring_category", "description": "The automated scoring category.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.auto_scoring_category"]}, "brand_base_url": {"name": "brand_base_url", "description": "Base url for the organization/brand.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.brand_base_url"]}, "brand_id": {"name": "brand_id", "description": "Unique ID of the organization/brand.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.brand_id"]}, "bundle_short_name": {"name": "bundle_short_name", "description": "Short name for the content bundle that the survey is from.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.bundle_short_name"]}, "composition_type": {"name": "composition_type", "description": "Survey composition type.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.composition_type"]}, "creator_user_id": {"name": "creator_user_id", "description": "The unique identifier for a specific `USER` who created the survey.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.creator_id"]}, "default_scoring_category": {"name": "default_scoring_category", "description": "The default scoring category.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.default_scoring_category"]}, "division_id": {"name": "division_id", "description": "The unique identifier for the Division ID. Match pattern = ^DV_[0-9a-zA-Z]{11,15}$", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.division_id"]}, "survey_id": {"name": "survey_id", "description": "The unique identifier for this survey. Match pattern = ^SV_[a-zA-Z0-9]{11,15}$", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.survey_id"]}, "last_accessed_at": {"name": "last_accessed_at", "description": "The date the survey was last accessed.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.last_accessed"]}, "last_activated_at": {"name": "last_activated_at", "description": "The date the survey was last activated.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.last_activated"]}, "last_modified_at": {"name": "last_modified_at", "description": "The point in time when the record was last modified.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.last_modified_date"]}, "owner_user_id": {"name": "owner_user_id", "description": "The unique identifier for a specific user who owns this.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.owner_id"]}, "project_category": {"name": "project_category", "description": "Project category of the survey.\n\nAllowed values - `CORE`, `CX`, `EX`, `BX`, `PX`", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.project_category"]}, "project_type": {"name": "project_type", "description": "Type of [Qualtrics project](https://www.qualtrics.com/support/survey-platform/my-projects/my-projects-overview/#SelectingProjectType). Match pattern = ^[a-zA-Z]+$", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.project_type"]}, "registry_sha": {"name": "registry_sha", "description": "The survey registry SHA.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.registry_sha"]}, "registry_version": {"name": "registry_version", "description": "The survey registry version.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.registry_version"]}, "schema_version": {"name": "schema_version", "description": "Qualtrics schema version.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.schema_version"]}, "scoring_summary_after_questions": {"name": "scoring_summary_after_questions", "description": "Boolean representing whether the scoring summary is after questions.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.scoring_summary_after_questions"]}, "scoring_summary_after_survey": {"name": "scoring_summary_after_survey", "description": "Boolean representing whether the scoring summary is after the survey.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.scoring_summary_after_survey"]}, "scoring_summary_category": {"name": "scoring_summary_category", "description": "The unique identifier for the scoring.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.scoring_summary_category"]}, "survey_name": {"name": "survey_name", "description": "Name of the survey.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.survey_name"]}, "survey_status": {"name": "survey_status", "description": "The distribution status of the survey, or a flag indicating that it's a library block\n\nAllowed values - `Inactive`, `Active`, `Pending`, `LibBlock`, `Deactive`, `Temporary`", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.survey_status"]}, "source_relation": {"name": "source_relation", "description": "The schema or database this record came from if you are making use of the qualtrics_union_schemas or qualtrics_union_databases variables, respectively. Empty string if you are not using either of these variables to union together multiple Qualtrics connectors.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.source_relation"]}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "qualtrics://models/staging/stg_qualtrics.yml", "build_path": null, "unrendered_config": {"tags": ["staging"], "schema": "qualtrics_{{ var('directed_schema','dev') }}", "materialized": "table"}, "created_at": 1764703206.424211, "relation_name": "\"postgres\".\"public_qualtrics_dev\".\"stg_qualtrics__survey\"", "raw_code": "with base as (\n\n select * \n from {{ ref('stg_qualtrics__survey_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_qualtrics__survey_tmp')),\n staging_columns=get_survey_columns()\n )\n }}\n\n {{ fivetran_utils.source_relation(\n union_schema_variable='qualtrics_union_schemas', \n union_database_variable='qualtrics_union_databases') \n }}\n \n from base\n),\n\nfinal as (\n \n select \n id as survey_id,\n survey_name,\n survey_status,\n brand_base_url,\n brand_id,\n bundle_short_name,\n composition_type,\n auto_scoring_category,\n default_scoring_category,\n division_id,\n creator_id as creator_user_id,\n owner_id as owner_user_id,\n project_category,\n project_type,\n registry_sha,\n registry_version,\n schema_version,\n scoring_summary_after_questions,\n scoring_summary_after_survey,\n scoring_summary_category,\n cast(last_accessed as {{ dbt.type_timestamp() }}) as last_accessed_at,\n cast(last_activated as {{ dbt.type_timestamp() }}) as last_activated_at,\n cast(last_modified as {{ dbt.type_timestamp() }}) as last_modified_at,\n cast(_fivetran_deleted as {{ dbt.type_boolean() }}) as is_deleted,\n _fivetran_synced,\n source_relation\n\n {{ fivetran_utils.fill_pass_through_columns('qualtrics__survey_pass_through_columns') }}\n\n from fields\n)\n\nselect *\nfrom final", "doc_blocks": [], "language": "sql", "refs": [{"name": "stg_qualtrics__survey_tmp", "package": null, "version": null}, {"name": "stg_qualtrics__survey_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.qualtrics.get_survey_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_timestamp", "macro.dbt.type_boolean", "macro.fivetran_utils.fill_pass_through_columns"], "nodes": ["model.qualtrics.stg_qualtrics__survey_tmp"]}, "compiled_path": "target/compiled/qualtrics/models/staging/stg_qualtrics__survey.sql", "compiled": true, "compiled_code": "with base as (\n\n select * \n from \"postgres\".\"public_qualtrics_dev\".\"stg_qualtrics__survey_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 auto_scoring_category\n \n as \n \n auto_scoring_category\n \n, \n \n \n brand_base_url\n \n as \n \n brand_base_url\n \n, \n \n \n brand_id\n \n as \n \n brand_id\n \n, \n \n \n bundle_short_name\n \n as \n \n bundle_short_name\n \n, \n \n \n composition_type\n \n as \n \n composition_type\n \n, \n \n \n creator_id\n \n as \n \n creator_id\n \n, \n \n \n default_scoring_category\n \n as \n \n default_scoring_category\n \n, \n \n \n division_id\n \n as \n \n division_id\n \n, \n \n \n id\n \n as \n \n id\n \n, \n \n \n last_accessed\n \n as \n \n last_accessed\n \n, \n \n \n last_activated\n \n as \n \n last_activated\n \n, \n \n \n last_modified\n \n as \n \n last_modified\n \n, \n \n \n owner_id\n \n as \n \n owner_id\n \n, \n \n \n project_category\n \n as \n \n project_category\n \n, \n \n \n project_type\n \n as \n \n project_type\n \n, \n \n \n registry_sha\n \n as \n \n registry_sha\n \n, \n \n \n registry_version\n \n as \n \n registry_version\n \n, \n \n \n schema_version\n \n as \n \n schema_version\n \n, \n \n \n scoring_summary_after_questions\n \n as \n \n scoring_summary_after_questions\n \n, \n \n \n scoring_summary_after_survey\n \n as \n \n scoring_summary_after_survey\n \n, \n \n \n scoring_summary_category\n \n as \n \n scoring_summary_category\n \n, \n \n \n survey_name\n \n as \n \n survey_name\n \n, \n \n \n survey_status\n \n as \n \n survey_status\n \n\n\n\n\n \n\n\n, cast('' as TEXT) as source_relation\n\n\n\n \n from base\n),\n\nfinal as (\n \n select \n id as survey_id,\n survey_name,\n survey_status,\n brand_base_url,\n brand_id,\n bundle_short_name,\n composition_type,\n auto_scoring_category,\n default_scoring_category,\n division_id,\n creator_id as creator_user_id,\n owner_id as owner_user_id,\n project_category,\n project_type,\n registry_sha,\n registry_version,\n schema_version,\n scoring_summary_after_questions,\n scoring_summary_after_survey,\n scoring_summary_category,\n cast(last_accessed as timestamp) as last_accessed_at,\n cast(last_activated as timestamp) as last_activated_at,\n cast(last_modified as timestamp) as last_modified_at,\n cast(_fivetran_deleted as boolean) as is_deleted,\n _fivetran_synced,\n source_relation\n\n \n\n\n\n\n\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, "primary_key": [], "time_spine": null}, "model.qualtrics.stg_qualtrics__distribution": {"database": "postgres", "schema": "public_qualtrics_dev", "name": "stg_qualtrics__distribution", "resource_type": "model", "package_name": "qualtrics", "path": "staging/stg_qualtrics__distribution.sql", "original_file_path": "models/staging/stg_qualtrics__distribution.sql", "unique_id": "model.qualtrics.stg_qualtrics__distribution", "fqn": ["qualtrics", "staging", "stg_qualtrics__distribution"], "alias": "stg_qualtrics__distribution", "checksum": {"name": "sha256", "checksum": "ce489ccae45953a4225661e50d5d39d679f880f98f7869bd1057ef4ff2c81335"}, "config": {"enabled": true, "alias": null, "schema": "qualtrics_dev", "database": null, "tags": ["qualtrics", "fivetran_package", "staging"], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "batch_size": null, "lookback": 1, "begin": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "event_time": null, "concurrent_batches": null, "access": "protected", "freshness": null}, "tags": ["qualtrics", "fivetran_package", "staging"], "description": "Use distributions to reach out to contacts in the XM Directory platform, with or without a survey attached.", "columns": {"is_deleted": {"name": "is_deleted", "description": "Boolean representing whether the record was soft-deleted in Qualtrics.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics._fivetran_deleted"]}, "_fivetran_synced": {"name": "_fivetran_synced", "description": "The time when a record was last updated by Fivetran.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics._fivetran_synced"]}, "created_at": {"name": "created_at", "description": "The creation date and time of the record, expressed as an ISO 8601 value.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.creation_date"]}, "header_from_email": {"name": "header_from_email", "description": "Email from address.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.header_from_email"]}, "header_from_name": {"name": "header_from_name", "description": "Email from name.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.header_from_name"]}, "header_reply_to_email": {"name": "header_reply_to_email", "description": "Email reply-to address.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.header_reply_to_email"]}, "header_subject": {"name": "header_subject", "description": "Email subject; text or message id (MS_).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.header_subject"]}, "distribution_id": {"name": "distribution_id", "description": "The unique Distribution ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.distribution_id"]}, "message_library_id": {"name": "message_library_id", "description": "Library ID of the message.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.message_library_id"]}, "message_id": {"name": "message_id", "description": "The ID for the desired library message.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.message_message_id"]}, "message_text": {"name": "message_text", "description": "Text of the message to send.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.message_message_text"]}, "last_modified_at": {"name": "last_modified_at", "description": "The point in time when the record was last modified.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.last_modified_date"]}, "organization_id": {"name": "organization_id", "description": "ID of the organization/brand this record belongs to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.organization_id"]}, "owner_user_id": {"name": "owner_user_id", "description": "The unique identifier for a specific user who owns this.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.owner_id"]}, "parent_distribution_id": {"name": "parent_distribution_id", "description": "The unique ID of the parent distribution.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.parent_distribution_id"]}, "recipient_contact_id": {"name": "recipient_contact_id", "description": "The contact ID of the recipient. Can point to `directory_contact` or `core_contact`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.recipient_contact_id"]}, "recipient_library_id": {"name": "recipient_library_id", "description": "Library ID of the message.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.recipient_library_id"]}, "recipient_mailing_list_id": {"name": "recipient_mailing_list_id", "description": "The mailing list or contact group associated with the distribution(s). Can point to `directory_mailing_list` or `core_mailing_list`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.recipient_mailing_list_id"]}, "recipient_sample_id": {"name": "recipient_sample_id", "description": "The ID for the desired sample. Can point to `directory_sample` or `core_sample` (not included in package).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.recipient_sample_id"]}, "request_status": {"name": "request_status", "description": "The distribution's status. States include `Pending` and `Done`. The Pending state is for email that is scheduled to be sent at a later time.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.request_status"]}, "request_type": {"name": "request_type", "description": "The distribution's type. Types include `Invite`, `Reminder`, and `ThankYou`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.request_type"]}, "send_at": {"name": "send_at", "description": "The date and time the request will be or was sent (in ISO 8601 format). Note that this date and time could be in the future if the email distribution is scheduled to send after a delay.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.send_date"]}, "survey_link_expires_at": {"name": "survey_link_expires_at", "description": "The expiration date for the link associated with the survey distribution. Null if `request_type` != `Invite`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.survey_link_expiration_date"]}, "survey_link_type": {"name": "survey_link_type", "description": "The link type (`Individual`, `Anonymous`, or `Multiple`) for the link associated with the survey distribution. Null if `request_type` != `Invite`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.survey_link_link_type"]}, "survey_id": {"name": "survey_id", "description": "The unique survey ID. Will be non-null even if `request_type` != `Invite`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.survey_link_survey_id"]}, "source_relation": {"name": "source_relation", "description": "The schema or database this record came from if you are making use of the qualtrics_union_schemas or qualtrics_union_databases variables, respectively. Empty string if you are not using either of these variables to union together multiple Qualtrics connectors.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.source_relation"]}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "qualtrics://models/staging/stg_qualtrics.yml", "build_path": null, "unrendered_config": {"tags": ["staging"], "schema": "qualtrics_{{ var('directed_schema','dev') }}", "materialized": "table"}, "created_at": 1764703206.532271, "relation_name": "\"postgres\".\"public_qualtrics_dev\".\"stg_qualtrics__distribution\"", "raw_code": "with base as (\n\n select * \n from {{ ref('stg_qualtrics__distribution_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_qualtrics__distribution_tmp')),\n staging_columns=get_distribution_columns()\n )\n }}\n\n {{ fivetran_utils.source_relation(\n union_schema_variable='qualtrics_union_schemas', \n union_database_variable='qualtrics_union_databases') \n }}\n \n from base\n),\n\nfinal as (\n \n select \n cast(created_date as {{ dbt.type_timestamp() }}) as created_at,\n header_from_email,\n header_from_name,\n header_reply_to_email,\n header_subject,\n id as distribution_id,\n message_library_id,\n message_message_id as message_id,\n message_message_text as message_text,\n cast(modified_date as {{ dbt.type_timestamp() }}) as last_modified_at,\n organization_id,\n owner_id as owner_user_id,\n parent_distribution_id,\n recipient_contact_id,\n recipient_library_id,\n recipient_mailing_list_id,\n recipient_sample_id,\n request_status,\n request_type,\n cast(send_date as {{ dbt.type_timestamp() }}) as send_at,\n cast(survey_link_expiration_date as {{ dbt.type_timestamp() }}) as survey_link_expires_at,\n survey_link_link_type as survey_link_type,\n survey_link_survey_id as survey_id,\n cast(_fivetran_deleted as {{ dbt.type_boolean() }}) as is_deleted,\n _fivetran_synced,\n source_relation\n\n {{ fivetran_utils.fill_pass_through_columns('qualtrics__distribution_pass_through_columns') }}\n\n from fields\n)\n\nselect *\nfrom final", "doc_blocks": [], "language": "sql", "refs": [{"name": "stg_qualtrics__distribution_tmp", "package": null, "version": null}, {"name": "stg_qualtrics__distribution_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.qualtrics.get_distribution_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_timestamp", "macro.dbt.type_boolean", "macro.fivetran_utils.fill_pass_through_columns"], "nodes": ["model.qualtrics.stg_qualtrics__distribution_tmp"]}, "compiled_path": "target/compiled/qualtrics/models/staging/stg_qualtrics__distribution.sql", "compiled": true, "compiled_code": "with base as (\n\n select * \n from \"postgres\".\"public_qualtrics_dev\".\"stg_qualtrics__distribution_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 created_date\n \n as \n \n created_date\n \n, \n \n \n header_from_email\n \n as \n \n header_from_email\n \n, \n \n \n header_from_name\n \n as \n \n header_from_name\n \n, \n \n \n header_reply_to_email\n \n as \n \n header_reply_to_email\n \n, \n \n \n header_subject\n \n as \n \n header_subject\n \n, \n \n \n id\n \n as \n \n id\n \n, \n \n \n message_library_id\n \n as \n \n message_library_id\n \n, \n \n \n message_message_id\n \n as \n \n message_message_id\n \n, \n \n \n message_message_text\n \n as \n \n message_message_text\n \n, \n \n \n modified_date\n \n as \n \n modified_date\n \n, \n \n \n organization_id\n \n as \n \n organization_id\n \n, \n \n \n owner_id\n \n as \n \n owner_id\n \n, \n \n \n parent_distribution_id\n \n as \n \n parent_distribution_id\n \n, \n \n \n recipient_contact_id\n \n as \n \n recipient_contact_id\n \n, \n \n \n recipient_library_id\n \n as \n \n recipient_library_id\n \n, \n \n \n recipient_mailing_list_id\n \n as \n \n recipient_mailing_list_id\n \n, \n \n \n recipient_sample_id\n \n as \n \n recipient_sample_id\n \n, \n \n \n request_status\n \n as \n \n request_status\n \n, \n \n \n request_type\n \n as \n \n request_type\n \n, \n \n \n send_date\n \n as \n \n send_date\n \n, \n \n \n survey_link_expiration_date\n \n as \n \n survey_link_expiration_date\n \n, \n \n \n survey_link_link_type\n \n as \n \n survey_link_link_type\n \n, \n \n \n survey_link_survey_id\n \n as \n \n survey_link_survey_id\n \n\n\n\n\n \n\n\n, cast('' as TEXT) as source_relation\n\n\n\n \n from base\n),\n\nfinal as (\n \n select \n cast(created_date as timestamp) as created_at,\n header_from_email,\n header_from_name,\n header_reply_to_email,\n header_subject,\n id as distribution_id,\n message_library_id,\n message_message_id as message_id,\n message_message_text as message_text,\n cast(modified_date as timestamp) as last_modified_at,\n organization_id,\n owner_id as owner_user_id,\n parent_distribution_id,\n recipient_contact_id,\n recipient_library_id,\n recipient_mailing_list_id,\n recipient_sample_id,\n request_status,\n request_type,\n cast(send_date as timestamp) as send_at,\n cast(survey_link_expiration_date as timestamp) as survey_link_expires_at,\n survey_link_link_type as survey_link_type,\n survey_link_survey_id as survey_id,\n cast(_fivetran_deleted as boolean) as is_deleted,\n _fivetran_synced,\n source_relation\n\n \n\n\n\n\n\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, "primary_key": [], "time_spine": null}, "model.qualtrics.stg_qualtrics__directory_mailing_list": {"database": "postgres", "schema": "public_qualtrics_dev", "name": "stg_qualtrics__directory_mailing_list", "resource_type": "model", "package_name": "qualtrics", "path": "staging/stg_qualtrics__directory_mailing_list.sql", "original_file_path": "models/staging/stg_qualtrics__directory_mailing_list.sql", "unique_id": "model.qualtrics.stg_qualtrics__directory_mailing_list", "fqn": ["qualtrics", "staging", "stg_qualtrics__directory_mailing_list"], "alias": "stg_qualtrics__directory_mailing_list", "checksum": {"name": "sha256", "checksum": "5b7230554dfe69951db0af1e4151d253636bacc722be078ddd1e3b45f5ffe610"}, "config": {"enabled": true, "alias": null, "schema": "qualtrics_dev", "database": null, "tags": ["qualtrics", "fivetran_package", "staging"], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "batch_size": null, "lookback": 1, "begin": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "event_time": null, "concurrent_batches": null, "access": "protected", "freshness": null}, "tags": ["qualtrics", "fivetran_package", "staging"], "description": "Mailing lists are lists of contacts that can receive emails and survey invitations. You can create mailing lists either through file upload or manually.", "columns": {"is_deleted": {"name": "is_deleted", "description": "Boolean representing whether the record was soft-deleted in Qualtrics.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics._fivetran_deleted"]}, "_fivetran_synced": {"name": "_fivetran_synced", "description": "The time when a record was last updated by Fivetran.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics._fivetran_synced"]}, "created_at": {"name": "created_at", "description": "The creation date and time of the record, expressed as an ISO 8601 value.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.creation_date"]}, "directory_id": {"name": "directory_id", "description": "The directory ID, also known as a pool ID. Example - POOL_012345678901234", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.directory_id"]}, "mailing_list_id": {"name": "mailing_list_id", "description": "The ID for the mailing list.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.mailing_list_id"]}, "last_modified_at": {"name": "last_modified_at", "description": "The point in time when the record was last modified.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.last_modified_date"]}, "name": {"name": "name", "description": "Name of the mailing list.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.mailing_list_name"]}, "owner_user_id": {"name": "owner_user_id", "description": "The unique identifier for a specific user who owns this.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.owner_id"]}, "source_relation": {"name": "source_relation", "description": "The schema or database this record came from if you are making use of the qualtrics_union_schemas or qualtrics_union_databases variables, respectively. Empty string if you are not using either of these variables to union together multiple Qualtrics connectors.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.source_relation"]}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "qualtrics://models/staging/stg_qualtrics.yml", "build_path": null, "unrendered_config": {"tags": ["staging"], "schema": "qualtrics_{{ var('directed_schema','dev') }}", "materialized": "table"}, "created_at": 1764703206.5343068, "relation_name": "\"postgres\".\"public_qualtrics_dev\".\"stg_qualtrics__directory_mailing_list\"", "raw_code": "with base as (\n\n select * \n from {{ ref('stg_qualtrics__directory_mailing_list_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_qualtrics__directory_mailing_list_tmp')),\n staging_columns=get_directory_mailing_list_columns()\n )\n }}\n\n {{ fivetran_utils.source_relation(\n union_schema_variable='qualtrics_union_schemas', \n union_database_variable='qualtrics_union_databases') \n }}\n \n from base\n),\n\nfinal as (\n \n select \n cast(creation_date as {{ dbt.type_timestamp() }}) as created_at,\n directory_id,\n id as mailing_list_id,\n cast(last_modified_date as {{ dbt.type_timestamp() }}) as last_modified_at,\n name,\n owner_id as owner_user_id,\n cast(_fivetran_deleted as {{ dbt.type_boolean() }}) as is_deleted,\n _fivetran_synced,\n source_relation\n\n from fields\n)\n\nselect *\nfrom final", "doc_blocks": [], "language": "sql", "refs": [{"name": "stg_qualtrics__directory_mailing_list_tmp", "package": null, "version": null}, {"name": "stg_qualtrics__directory_mailing_list_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.qualtrics.get_directory_mailing_list_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_timestamp", "macro.dbt.type_boolean"], "nodes": ["model.qualtrics.stg_qualtrics__directory_mailing_list_tmp"]}, "compiled_path": "target/compiled/qualtrics/models/staging/stg_qualtrics__directory_mailing_list.sql", "compiled": true, "compiled_code": "with base as (\n\n select * \n from \"postgres\".\"public_qualtrics_dev\".\"stg_qualtrics__directory_mailing_list_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 creation_date\n \n as \n \n creation_date\n \n, \n \n \n directory_id\n \n as \n \n directory_id\n \n, \n \n \n id\n \n as \n \n id\n \n, \n \n \n last_modified_date\n \n as \n \n last_modified_date\n \n, \n \n \n name\n \n as \n \n name\n \n, \n \n \n owner_id\n \n as \n \n owner_id\n \n\n\n\n\n \n\n\n, cast('' as TEXT) as source_relation\n\n\n\n \n from base\n),\n\nfinal as (\n \n select \n cast(creation_date as timestamp) as created_at,\n directory_id,\n id as mailing_list_id,\n cast(last_modified_date as timestamp) as last_modified_at,\n name,\n owner_id as owner_user_id,\n cast(_fivetran_deleted as boolean) as is_deleted,\n _fivetran_synced,\n source_relation\n\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, "primary_key": [], "time_spine": null}, "model.qualtrics.stg_qualtrics__core_mailing_list": {"database": "postgres", "schema": "public_qualtrics_dev", "name": "stg_qualtrics__core_mailing_list", "resource_type": "model", "package_name": "qualtrics", "path": "staging/stg_qualtrics__core_mailing_list.sql", "original_file_path": "models/staging/stg_qualtrics__core_mailing_list.sql", "unique_id": "model.qualtrics.stg_qualtrics__core_mailing_list", "fqn": ["qualtrics", "staging", "stg_qualtrics__core_mailing_list"], "alias": "stg_qualtrics__core_mailing_list", "checksum": {"name": "sha256", "checksum": "a63822bc06e5bc240d140397d565ee23808fc38c33ca446d8feb4baca13518a6"}, "config": {"enabled": true, "alias": null, "schema": "qualtrics_dev", "database": null, "tags": ["qualtrics", "fivetran_package", "staging"], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "batch_size": null, "lookback": 1, "begin": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "event_time": null, "concurrent_batches": null, "access": "protected", "freshness": null}, "tags": ["qualtrics", "fivetran_package", "staging"], "description": "Research Core mailing list (non xm-directory).", "columns": {"is_deleted": {"name": "is_deleted", "description": "Boolean representing whether the record was soft-deleted in Qualtrics.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics._fivetran_deleted"]}, "_fivetran_synced": {"name": "_fivetran_synced", "description": "The time when a record was last updated by Fivetran.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics._fivetran_synced"]}, "mailing_list_id": {"name": "mailing_list_id", "description": "The ID for the mailing list.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.mailing_list_id"]}, "library_id": {"name": "library_id", "description": "The library ID. Example: `UR_1234567890AbCdE`", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.library_id"]}, "name": {"name": "name", "description": "Name of the mailing list.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.mailing_list_name"]}, "category": {"name": "category", "description": "The library ID. Example: `UR_1234567890AbCdE`", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.mailing_list_category"]}, "folder": {"name": "folder", "description": "The folder this is placed in.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.folder"]}, "source_relation": {"name": "source_relation", "description": "The schema or database this record came from if you are making use of the qualtrics_union_schemas or qualtrics_union_databases variables, respectively. Empty string if you are not using either of these variables to union together multiple Qualtrics connectors.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.source_relation"]}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "qualtrics://models/staging/stg_qualtrics.yml", "build_path": null, "unrendered_config": {"tags": ["staging"], "schema": "qualtrics_{{ var('directed_schema','dev') }}", "materialized": "table", "enabled": true}, "created_at": 1764703206.5378113, "relation_name": "\"postgres\".\"public_qualtrics_dev\".\"stg_qualtrics__core_mailing_list\"", "raw_code": "{{ config(enabled=var('qualtrics__using_core_mailing_lists', false)) }}\n\nwith base as (\n\n select * \n from {{ ref('stg_qualtrics__core_mailing_list_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_qualtrics__core_mailing_list_tmp')),\n staging_columns=get_core_mailing_list_columns()\n )\n }}\n\n {{ fivetran_utils.source_relation(\n union_schema_variable='qualtrics_union_schemas', \n union_database_variable='qualtrics_union_databases') \n }}\n \n from base\n),\n\nfinal as (\n \n select \n id as mailing_list_id,\n library_id,\n name,\n category,\n folder,\n cast(_fivetran_deleted as {{ dbt.type_boolean() }}) as is_deleted,\n _fivetran_synced,\n source_relation\n\n from fields\n)\n\nselect *\nfrom final", "doc_blocks": [], "language": "sql", "refs": [{"name": "stg_qualtrics__core_mailing_list_tmp", "package": null, "version": null}, {"name": "stg_qualtrics__core_mailing_list_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.qualtrics.get_core_mailing_list_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_boolean"], "nodes": ["model.qualtrics.stg_qualtrics__core_mailing_list_tmp"]}, "compiled_path": "target/compiled/qualtrics/models/staging/stg_qualtrics__core_mailing_list.sql", "compiled": true, "compiled_code": "\n\nwith base as (\n\n select * \n from \"postgres\".\"public_qualtrics_dev\".\"stg_qualtrics__core_mailing_list_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 id\n \n as \n \n id\n \n, \n \n \n library_id\n \n as \n \n library_id\n \n, \n \n \n name\n \n as \n \n name\n \n, \n \n \n category\n \n as \n \n category\n \n, \n \n \n folder\n \n as \n \n folder\n \n\n\n\n\n \n\n\n, cast('' as TEXT) as source_relation\n\n\n\n \n from base\n),\n\nfinal as (\n \n select \n id as mailing_list_id,\n library_id,\n name,\n category,\n folder,\n cast(_fivetran_deleted as boolean) as is_deleted,\n _fivetran_synced,\n source_relation\n\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, "primary_key": [], "time_spine": null}, "model.qualtrics.stg_qualtrics__sub_question": {"database": "postgres", "schema": "public_qualtrics_dev", "name": "stg_qualtrics__sub_question", "resource_type": "model", "package_name": "qualtrics", "path": "staging/stg_qualtrics__sub_question.sql", "original_file_path": "models/staging/stg_qualtrics__sub_question.sql", "unique_id": "model.qualtrics.stg_qualtrics__sub_question", "fqn": ["qualtrics", "staging", "stg_qualtrics__sub_question"], "alias": "stg_qualtrics__sub_question", "checksum": {"name": "sha256", "checksum": "2d4e6b2acd5992ce50cc557c4703707f3d8283c2fb6ab60a9d733ce8bfce793b"}, "config": {"enabled": true, "alias": null, "schema": "qualtrics_dev", "database": null, "tags": ["qualtrics", "fivetran_package", "staging"], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "batch_size": null, "lookback": 1, "begin": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "event_time": null, "concurrent_batches": null, "access": "protected", "freshness": null}, "tags": ["qualtrics", "fivetran_package", "staging"], "description": "Sub-questions of questions.", "columns": {"is_deleted": {"name": "is_deleted", "description": "Boolean representing whether the record was soft-deleted in Qualtrics.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics._fivetran_deleted"]}, "_fivetran_synced": {"name": "_fivetran_synced", "description": "The time when a record was last updated by Fivetran.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics._fivetran_synced"]}, "choice_data_export_tag": {"name": "choice_data_export_tag", "description": "The tag to identify the question choice in exported data.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.choice_data_export_tag"]}, "key": {"name": "key", "description": "Key of the sub question.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.sub_question_key"]}, "question_id": {"name": "question_id", "description": "The unique identifier for the question. Match pattern = ^QID[a-zA-Z0-9]+$", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.question_id"]}, "survey_id": {"name": "survey_id", "description": "The unique identifier for this survey. Match pattern = ^SV_[a-zA-Z0-9]{11,15}$", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.survey_id"]}, "text": {"name": "text", "description": "Sub question text.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.sub_question_text"]}, "source_relation": {"name": "source_relation", "description": "The schema or database this record came from if you are making use of the qualtrics_union_schemas or qualtrics_union_databases variables, respectively. Empty string if you are not using either of these variables to union together multiple Qualtrics connectors.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.source_relation"]}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "qualtrics://models/staging/stg_qualtrics.yml", "build_path": null, "unrendered_config": {"tags": ["staging"], "schema": "qualtrics_{{ var('directed_schema','dev') }}", "materialized": "table"}, "created_at": 1764703206.5240226, "relation_name": "\"postgres\".\"public_qualtrics_dev\".\"stg_qualtrics__sub_question\"", "raw_code": "with base as (\n\n select * \n from {{ ref('stg_qualtrics__sub_question_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_qualtrics__sub_question_tmp')),\n staging_columns=get_sub_question_columns()\n )\n }}\n\n {{ fivetran_utils.source_relation(\n union_schema_variable='qualtrics_union_schemas', \n union_database_variable='qualtrics_union_databases') \n }}\n \n from base\n),\n\nfinal as (\n \n select \n choice_data_export_tag,\n key,\n question_id,\n survey_id,\n text,\n cast(_fivetran_deleted as {{ dbt.type_boolean() }}) as is_deleted,\n _fivetran_synced,\n source_relation\n \n from fields\n)\n\nselect *\nfrom final", "doc_blocks": [], "language": "sql", "refs": [{"name": "stg_qualtrics__sub_question_tmp", "package": null, "version": null}, {"name": "stg_qualtrics__sub_question_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.qualtrics.get_sub_question_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_boolean"], "nodes": ["model.qualtrics.stg_qualtrics__sub_question_tmp"]}, "compiled_path": "target/compiled/qualtrics/models/staging/stg_qualtrics__sub_question.sql", "compiled": true, "compiled_code": "with base as (\n\n select * \n from \"postgres\".\"public_qualtrics_dev\".\"stg_qualtrics__sub_question_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 choice_data_export_tag\n \n as \n \n choice_data_export_tag\n \n, \n \n \n key\n \n as \n \n key\n \n, \n \n \n question_id\n \n as \n \n question_id\n \n, \n \n \n survey_id\n \n as \n \n survey_id\n \n, \n \n \n text\n \n as \n \n text\n \n\n\n\n\n \n\n\n, cast('' as TEXT) as source_relation\n\n\n\n \n from base\n),\n\nfinal as (\n \n select \n choice_data_export_tag,\n key,\n question_id,\n survey_id,\n text,\n cast(_fivetran_deleted as boolean) as is_deleted,\n _fivetran_synced,\n source_relation\n \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, "primary_key": [], "time_spine": null}, "model.qualtrics.stg_qualtrics__question_option": {"database": "postgres", "schema": "public_qualtrics_dev", "name": "stg_qualtrics__question_option", "resource_type": "model", "package_name": "qualtrics", "path": "staging/stg_qualtrics__question_option.sql", "original_file_path": "models/staging/stg_qualtrics__question_option.sql", "unique_id": "model.qualtrics.stg_qualtrics__question_option", "fqn": ["qualtrics", "staging", "stg_qualtrics__question_option"], "alias": "stg_qualtrics__question_option", "checksum": {"name": "sha256", "checksum": "a7f429624a0e4fe79c30390bb23686784b9120d31b179134ddaa3fe00e729945"}, "config": {"enabled": true, "alias": null, "schema": "qualtrics_dev", "database": null, "tags": ["qualtrics", "fivetran_package", "staging"], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "batch_size": null, "lookback": 1, "begin": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "event_time": null, "concurrent_batches": null, "access": "protected", "freshness": null}, "tags": ["qualtrics", "fivetran_package", "staging"], "description": "Choice options for survey questions.", "columns": {"is_deleted": {"name": "is_deleted", "description": "Boolean representing whether the record was soft-deleted in Qualtrics.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics._fivetran_deleted"]}, "_fivetran_synced": {"name": "_fivetran_synced", "description": "The time when a record was last updated by Fivetran.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics._fivetran_synced"]}, "key": {"name": "key", "description": "The key of the `QUESTION_OPTION` that was chosen.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.question_option_key"]}, "question_id": {"name": "question_id", "description": "The unique identifier for the question. Match pattern = ^QID[a-zA-Z0-9]+$", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.question_id"]}, "recode_value": {"name": "recode_value", "description": "Recode/mapping value for the option.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.recode_value"]}, "survey_id": {"name": "survey_id", "description": "The unique identifier for this survey. Match pattern = ^SV_[a-zA-Z0-9]{11,15}$", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.survey_id"]}, "text": {"name": "text", "description": "Question option text.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.question_option_text"]}, "source_relation": {"name": "source_relation", "description": "The schema or database this record came from if you are making use of the qualtrics_union_schemas or qualtrics_union_databases variables, respectively. Empty string if you are not using either of these variables to union together multiple Qualtrics connectors.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.source_relation"]}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "qualtrics://models/staging/stg_qualtrics.yml", "build_path": null, "unrendered_config": {"tags": ["staging"], "schema": "qualtrics_{{ var('directed_schema','dev') }}", "materialized": "table"}, "created_at": 1764703206.5206733, "relation_name": "\"postgres\".\"public_qualtrics_dev\".\"stg_qualtrics__question_option\"", "raw_code": "with base as (\n\n select * \n from {{ ref('stg_qualtrics__question_option_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_qualtrics__question_option_tmp')),\n staging_columns=get_question_option_columns()\n )\n }}\n\n {{ fivetran_utils.source_relation(\n union_schema_variable='qualtrics_union_schemas', \n union_database_variable='qualtrics_union_databases') \n }}\n \n from base\n),\n\nfinal as (\n \n select \n question_id,\n survey_id,\n key,\n recode_value,\n text,\n cast(_fivetran_deleted as {{ dbt.type_boolean() }}) as is_deleted,\n _fivetran_synced,\n source_relation\n \n from fields\n)\n\nselect *\nfrom final", "doc_blocks": [], "language": "sql", "refs": [{"name": "stg_qualtrics__question_option_tmp", "package": null, "version": null}, {"name": "stg_qualtrics__question_option_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.qualtrics.get_question_option_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_boolean"], "nodes": ["model.qualtrics.stg_qualtrics__question_option_tmp"]}, "compiled_path": "target/compiled/qualtrics/models/staging/stg_qualtrics__question_option.sql", "compiled": true, "compiled_code": "with base as (\n\n select * \n from \"postgres\".\"public_qualtrics_dev\".\"stg_qualtrics__question_option_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 key\n \n as \n \n key\n \n, \n \n \n question_id\n \n as \n \n question_id\n \n, \n \n \n recode_value\n \n as \n \n recode_value\n \n, \n \n \n survey_id\n \n as \n \n survey_id\n \n, \n \n \n text\n \n as \n \n text\n \n\n\n\n\n \n\n\n, cast('' as TEXT) as source_relation\n\n\n\n \n from base\n),\n\nfinal as (\n \n select \n question_id,\n survey_id,\n key,\n recode_value,\n text,\n cast(_fivetran_deleted as boolean) as is_deleted,\n _fivetran_synced,\n source_relation\n \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, "primary_key": [], "time_spine": null}, "model.qualtrics.stg_qualtrics__survey_response": {"database": "postgres", "schema": "public_qualtrics_dev", "name": "stg_qualtrics__survey_response", "resource_type": "model", "package_name": "qualtrics", "path": "staging/stg_qualtrics__survey_response.sql", "original_file_path": "models/staging/stg_qualtrics__survey_response.sql", "unique_id": "model.qualtrics.stg_qualtrics__survey_response", "fqn": ["qualtrics", "staging", "stg_qualtrics__survey_response"], "alias": "stg_qualtrics__survey_response", "checksum": {"name": "sha256", "checksum": "d73839628a21968e590d801a880300ac2ffbe8a424226b0ac9d8dbc437e37f19"}, "config": {"enabled": true, "alias": null, "schema": "qualtrics_dev", "database": null, "tags": ["qualtrics", "fivetran_package", "staging"], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "batch_size": null, "lookback": 1, "begin": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "event_time": null, "concurrent_batches": null, "access": "protected", "freshness": null}, "tags": ["qualtrics", "fivetran_package", "staging"], "description": "Individual responses to surveys. A response becomes \"recorded\" when a respondent submits a survey, a survey is manually closed from the Responses in Progress page, or a survey session expires.\n", "columns": {"_fivetran_synced": {"name": "_fivetran_synced", "description": "The time when a record was last updated by Fivetran.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics._fivetran_synced"]}, "distribution_channel": {"name": "distribution_channel", "description": "The method by which the survey was distributed to respondents.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.distribution_channel"]}, "duration_in_seconds": {"name": "duration_in_seconds", "description": "How long it took for the respondent to finish the survey in seconds.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.duration_in_seconds"]}, "finished_at": {"name": "finished_at", "description": "The point in time when the survey response was finished.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.end_date"]}, "is_finished": {"name": "is_finished", "description": "Boolean (stored as int) indicating if the respondent finished and submitted the survey, the value will be 1, otherwise it will be 0.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.finished"]}, "response_id": {"name": "response_id", "description": "The unique ID for the `SURVEY_RESPONSE`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.response_id"]}, "ip_address": {"name": "ip_address", "description": "IP address of the recipient.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.ip_address"]}, "last_modified_at": {"name": "last_modified_at", "description": "The point in time when the record was last modified.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.last_modified_date"]}, "location_latitude": {"name": "location_latitude", "description": "The approximate location of the respondent at the time the survey was taken.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.location_latitude"]}, "location_longitude": {"name": "location_longitude", "description": "The approximate location of the respondent at the time the survey was taken.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.location_longitude"]}, "progress": {"name": "progress", "description": "How far the respondent has progressed through the survey as a percentage out of 100.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.progress"]}, "recipient_email": {"name": "recipient_email", "description": "Email of the [recipient](https://api.qualtrics.com/ZG9jOjg3NzY2OQ-getting-information-about-distributions#the-recipients-object) if they are a single recipient (not a mailing list or sample).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.recipient_email"]}, "recipient_first_name": {"name": "recipient_first_name", "description": "First name of the [recipient](https://api.qualtrics.com/ZG9jOjg3NzY2OQ-getting-information-about-distributions#the-recipients-object) if they are a single recipient (not a mailing list or sample).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.recipient_first_name"]}, "recipient_last_name": {"name": "recipient_last_name", "description": "Last name of the [recipient](https://api.qualtrics.com/ZG9jOjg3NzY2OQ-getting-information-about-distributions#the-recipients-object) if they are a single recipient (not a mailing list or sample).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.recipient_last_name"]}, "recorded_date": {"name": "recorded_date", "description": "The point in time when the survey response was recorded.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.recorded_date"]}, "started_at": {"name": "started_at", "description": "The point in time when the survey response was recorded.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.start_date"]}, "status": {"name": "status", "description": "The type of response.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.status"]}, "survey_id": {"name": "survey_id", "description": "The unique identifier for this survey. Match pattern = ^SV_[a-zA-Z0-9]{11,15}$", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.survey_id"]}, "user_language": {"name": "user_language", "description": "The language of the respondent.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.user_language"]}, "source_relation": {"name": "source_relation", "description": "The schema or database this record came from if you are making use of the qualtrics_union_schemas or qualtrics_union_databases variables, respectively. Empty string if you are not using either of these variables to union together multiple Qualtrics connectors.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.source_relation"]}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "qualtrics://models/staging/stg_qualtrics.yml", "build_path": null, "unrendered_config": {"tags": ["staging"], "schema": "qualtrics_{{ var('directed_schema','dev') }}", "materialized": "table"}, "created_at": 1764703206.5231473, "relation_name": "\"postgres\".\"public_qualtrics_dev\".\"stg_qualtrics__survey_response\"", "raw_code": "with base as (\n\n select * \n from {{ ref('stg_qualtrics__survey_response_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_qualtrics__survey_response_tmp')),\n staging_columns=get_survey_response_columns()\n )\n }}\n\n {{ fivetran_utils.source_relation(\n union_schema_variable='qualtrics_union_schemas', \n union_database_variable='qualtrics_union_databases') \n }}\n \n from base\n),\n\nfinal as (\n \n select \n distribution_channel,\n duration_in_seconds,\n cast(end_date as {{ dbt.type_timestamp() }}) as finished_at,\n cast(case when finished = 1 then true else false end as {{ dbt.type_boolean() }}) as is_finished,\n id as response_id,\n ip_address,\n cast(last_modified_date as {{ dbt.type_timestamp() }}) as last_modified_at,\n location_latitude,\n location_longitude,\n progress,\n lower(recipient_email) as recipient_email,\n recipient_first_name,\n recipient_last_name,\n cast(recorded_date as {{ dbt.type_timestamp() }}) as recorded_date,\n cast(start_date as {{ dbt.type_timestamp() }}) as started_at,\n status,\n survey_id,\n user_language,\n _fivetran_synced,\n source_relation\n \n from fields\n)\n\nselect *\nfrom final", "doc_blocks": [], "language": "sql", "refs": [{"name": "stg_qualtrics__survey_response_tmp", "package": null, "version": null}, {"name": "stg_qualtrics__survey_response_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.qualtrics.get_survey_response_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_timestamp", "macro.dbt.type_boolean"], "nodes": ["model.qualtrics.stg_qualtrics__survey_response_tmp"]}, "compiled_path": "target/compiled/qualtrics/models/staging/stg_qualtrics__survey_response.sql", "compiled": true, "compiled_code": "with base as (\n\n select * \n from \"postgres\".\"public_qualtrics_dev\".\"stg_qualtrics__survey_response_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 distribution_channel\n \n as \n \n distribution_channel\n \n, \n \n \n duration_in_seconds\n \n as \n \n duration_in_seconds\n \n, \n \n \n end_date\n \n as \n \n end_date\n \n, \n \n \n finished\n \n as \n \n finished\n \n, \n \n \n id\n \n as \n \n id\n \n, \n \n \n ip_address\n \n as \n \n ip_address\n \n, \n \n \n last_modified_date\n \n as \n \n last_modified_date\n \n, \n \n \n location_latitude\n \n as \n \n location_latitude\n \n, \n \n \n location_longitude\n \n as \n \n location_longitude\n \n, \n \n \n progress\n \n as \n \n progress\n \n, \n \n \n recipient_email\n \n as \n \n recipient_email\n \n, \n \n \n recipient_first_name\n \n as \n \n recipient_first_name\n \n, \n \n \n recipient_last_name\n \n as \n \n recipient_last_name\n \n, \n \n \n recorded_date\n \n as \n \n recorded_date\n \n, \n \n \n start_date\n \n as \n \n start_date\n \n, \n \n \n status\n \n as \n \n status\n \n, \n \n \n survey_id\n \n as \n \n survey_id\n \n, \n \n \n user_language\n \n as \n \n user_language\n \n\n\n\n\n \n\n\n, cast('' as TEXT) as source_relation\n\n\n\n \n from base\n),\n\nfinal as (\n \n select \n distribution_channel,\n duration_in_seconds,\n cast(end_date as timestamp) as finished_at,\n cast(case when finished = 1 then true else false end as boolean) as is_finished,\n id as response_id,\n ip_address,\n cast(last_modified_date as timestamp) as last_modified_at,\n location_latitude,\n location_longitude,\n progress,\n lower(recipient_email) as recipient_email,\n recipient_first_name,\n recipient_last_name,\n cast(recorded_date as timestamp) as recorded_date,\n cast(start_date as timestamp) as started_at,\n status,\n survey_id,\n user_language,\n _fivetran_synced,\n source_relation\n \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, "primary_key": [], "time_spine": null}, "model.qualtrics.stg_qualtrics__user": {"database": "postgres", "schema": "public_qualtrics_dev", "name": "stg_qualtrics__user", "resource_type": "model", "package_name": "qualtrics", "path": "staging/stg_qualtrics__user.sql", "original_file_path": "models/staging/stg_qualtrics__user.sql", "unique_id": "model.qualtrics.stg_qualtrics__user", "fqn": ["qualtrics", "staging", "stg_qualtrics__user"], "alias": "stg_qualtrics__user", "checksum": {"name": "sha256", "checksum": "c376f96a2a4507f840b75703861ed93c4d28685257c91ef977104c372b6356c7"}, "config": {"enabled": true, "alias": null, "schema": "qualtrics_dev", "database": null, "tags": ["qualtrics", "fivetran_package", "staging"], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "batch_size": null, "lookback": 1, "begin": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "event_time": null, "concurrent_batches": null, "access": "protected", "freshness": null}, "tags": ["qualtrics", "fivetran_package", "staging"], "description": "These are the users in your organizations, not the contacts for whom you are building content like surveys and messages.", "columns": {"is_deleted": {"name": "is_deleted", "description": "Boolean representing whether the record was soft-deleted in Qualtrics.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics._fivetran_deleted"]}, "_fivetran_synced": {"name": "_fivetran_synced", "description": "The time when a record was last updated by Fivetran.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics._fivetran_synced"]}, "account_created_at": {"name": "account_created_at", "description": "The date and time that the account was created. Dates and times are expressed in ISO 8601 format.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.account_creation_date"]}, "account_expires_at": {"name": "account_expires_at", "description": "The date the account expires. Dates and times are expressed in ISO 8601 format.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.account_expiration_date"]}, "account_status": {"name": "account_status", "description": "Either `active`, `disabled`, or `notVerified`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.account_status"]}, "division_id": {"name": "division_id", "description": "The unique identifier for the Division ID. Match pattern = ^DV_[0-9a-zA-Z]{11,15}$", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.division_id"]}, "email": {"name": "email", "description": "The user's email address.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.email"]}, "first_name": {"name": "first_name", "description": "The user's first name or given name.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.user_first_name"]}, "user_id": {"name": "user_id", "description": "Unique ID of the user. Match pattern = ^((UR)|(URH))_[0-9a-zA-Z]{11,15}$", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.user_id"]}, "language": {"name": "language", "description": "The user's default language.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.language"]}, "last_login_at": {"name": "last_login_at", "description": "The date and time the user last logged into the user interface. Dates and times are expressed in ISO 8601 format.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.last_login_date"]}, "last_name": {"name": "last_name", "description": "User's surname.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.user_last_name"]}, "organization_id": {"name": "organization_id", "description": "ID of the organization/brand this record belongs to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.organization_id"]}, "password_expires_at": {"name": "password_expires_at", "description": "The date the account password expires. Dates and times are expressed in ISO 8601 format.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.password_expiration_date"]}, "password_last_changed_at": {"name": "password_last_changed_at", "description": "The date the account password was last changed. Dates and times are expressed in ISO 8601 format.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.password_last_changed_date"]}, "response_count_auditable": {"name": "response_count_auditable", "description": "The count of auditable responses.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.response_count_auditable"]}, "response_count_deleted": {"name": "response_count_deleted", "description": "The count of deleted responses.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.response_count_deleted"]}, "response_count_generated": {"name": "response_count_generated", "description": "The count of generated responses.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.response_count_generated"]}, "time_zone": {"name": "time_zone", "description": "The IANA time zone setting for the user.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.time_zone"]}, "is_unsubscribed": {"name": "is_unsubscribed", "description": "Boolean indicating if the user unsubscribed.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.unsubscribed"]}, "user_type": {"name": "user_type", "description": "ID of the user type. See mappings of user types to their type IDs [here](https://api.qualtrics.com/dc2be1c61af61-user-type).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.user_type"]}, "username": {"name": "username", "description": "UI-facing username for the account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.username"]}, "source_relation": {"name": "source_relation", "description": "The schema or database this record came from if you are making use of the qualtrics_union_schemas or qualtrics_union_databases variables, respectively. Empty string if you are not using either of these variables to union together multiple Qualtrics connectors.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.source_relation"]}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "qualtrics://models/staging/stg_qualtrics.yml", "build_path": null, "unrendered_config": {"tags": ["staging"], "schema": "qualtrics_{{ var('directed_schema','dev') }}", "materialized": "table"}, "created_at": 1764703206.422473, "relation_name": "\"postgres\".\"public_qualtrics_dev\".\"stg_qualtrics__user\"", "raw_code": "with base as (\n\n select * \n from {{ ref('stg_qualtrics__user_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_qualtrics__user_tmp')),\n staging_columns=get_user_columns()\n )\n }}\n\n {{ fivetran_utils.source_relation(\n union_schema_variable='qualtrics_union_schemas', \n union_database_variable='qualtrics_union_databases') \n }}\n \n from base\n),\n\nfinal as (\n \n select \n cast(account_creation_date as {{ dbt.type_timestamp() }}) as account_created_at,\n cast(account_expiration_date as {{ dbt.type_timestamp() }}) as account_expires_at,\n account_status,\n division_id,\n email,\n first_name,\n id as user_id,\n language,\n cast(last_login_date as {{ dbt.type_timestamp() }}) as last_login_at,\n last_name,\n organization_id,\n cast(password_expiration_date as {{ dbt.type_timestamp() }}) as password_expires_at,\n cast(password_last_changed_date as {{ dbt.type_timestamp() }}) as password_last_changed_at,\n response_count_auditable,\n response_count_deleted,\n response_count_generated,\n time_zone,\n cast(unsubscribed as {{ dbt.type_boolean() }}) as is_unsubscribed,\n user_type,\n username,\n cast(_fivetran_deleted as {{ dbt.type_boolean() }}) as is_deleted,\n _fivetran_synced,\n source_relation\n from fields\n)\n\nselect *\nfrom final", "doc_blocks": [], "language": "sql", "refs": [{"name": "stg_qualtrics__user_tmp", "package": null, "version": null}, {"name": "stg_qualtrics__user_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.qualtrics.get_user_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_timestamp", "macro.dbt.type_boolean"], "nodes": ["model.qualtrics.stg_qualtrics__user_tmp"]}, "compiled_path": "target/compiled/qualtrics/models/staging/stg_qualtrics__user.sql", "compiled": true, "compiled_code": "with base as (\n\n select * \n from \"postgres\".\"public_qualtrics_dev\".\"stg_qualtrics__user_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_creation_date\n \n as \n \n account_creation_date\n \n, \n \n \n account_expiration_date\n \n as \n \n account_expiration_date\n \n, \n \n \n account_status\n \n as \n \n account_status\n \n, \n \n \n division_id\n \n as \n \n division_id\n \n, \n \n \n email\n \n as \n \n email\n \n, \n \n \n first_name\n \n as \n \n first_name\n \n, \n \n \n id\n \n as \n \n id\n \n, \n \n \n language\n \n as \n \n language\n \n, \n \n \n last_login_date\n \n as \n \n last_login_date\n \n, \n \n \n last_name\n \n as \n \n last_name\n \n, \n \n \n organization_id\n \n as \n \n organization_id\n \n, \n \n \n password_expiration_date\n \n as \n \n password_expiration_date\n \n, \n \n \n password_last_changed_date\n \n as \n \n password_last_changed_date\n \n, \n \n \n response_count_auditable\n \n as \n \n response_count_auditable\n \n, \n \n \n response_count_deleted\n \n as \n \n response_count_deleted\n \n, \n \n \n response_count_generated\n \n as \n \n response_count_generated\n \n, \n \n \n time_zone\n \n as \n \n time_zone\n \n, \n \n \n unsubscribed\n \n as \n \n unsubscribed\n \n, \n \n \n user_type\n \n as \n \n user_type\n \n, \n \n \n username\n \n as \n \n username\n \n\n\n\n\n \n\n\n, cast('' as TEXT) as source_relation\n\n\n\n \n from base\n),\n\nfinal as (\n \n select \n cast(account_creation_date as timestamp) as account_created_at,\n cast(account_expiration_date as timestamp) as account_expires_at,\n account_status,\n division_id,\n email,\n first_name,\n id as user_id,\n language,\n cast(last_login_date as timestamp) as last_login_at,\n last_name,\n organization_id,\n cast(password_expiration_date as timestamp) as password_expires_at,\n cast(password_last_changed_date as timestamp) as password_last_changed_at,\n response_count_auditable,\n response_count_deleted,\n response_count_generated,\n time_zone,\n cast(unsubscribed as boolean) as is_unsubscribed,\n user_type,\n username,\n cast(_fivetran_deleted as boolean) as is_deleted,\n _fivetran_synced,\n source_relation\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, "primary_key": [], "time_spine": null}, "model.qualtrics.stg_qualtrics__question_response": {"database": "postgres", "schema": "public_qualtrics_dev", "name": "stg_qualtrics__question_response", "resource_type": "model", "package_name": "qualtrics", "path": "staging/stg_qualtrics__question_response.sql", "original_file_path": "models/staging/stg_qualtrics__question_response.sql", "unique_id": "model.qualtrics.stg_qualtrics__question_response", "fqn": ["qualtrics", "staging", "stg_qualtrics__question_response"], "alias": "stg_qualtrics__question_response", "checksum": {"name": "sha256", "checksum": "26968e38c2ce1fa03b237ddf4c5e3b044461ea27d13b3e771ca9c6f1ee4560d1"}, "config": {"enabled": true, "alias": null, "schema": "qualtrics_dev", "database": null, "tags": ["qualtrics", "fivetran_package", "staging"], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "batch_size": null, "lookback": 1, "begin": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "event_time": null, "concurrent_batches": null, "access": "protected", "freshness": null}, "tags": ["qualtrics", "fivetran_package", "staging"], "description": "Responses to individual questions (and their sub-questions).", "columns": {"_fivetran_id": {"name": "_fivetran_id", "description": "Fivetran-generated unique key hashed on `response_id`, `question_id`, `sub_question_key`, `sub_question_text` , `question_option_key` , `loop_id` and `importId`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.question_response_fivetran_id"]}, "_fivetran_synced": {"name": "_fivetran_synced", "description": "The time when a record was last updated by Fivetran.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics._fivetran_synced"]}, "loop_id": {"name": "loop_id", "description": "ID of the [Loop and Merge](https://www.qualtrics.com/support/survey-platform/survey-module/block-options/loop-and-merge/) object this response is associated with.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.loop_id"]}, "question": {"name": "question", "description": "Question text.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.question"]}, "question_id": {"name": "question_id", "description": "The unique identifier for the question. Match pattern = ^QID[a-zA-Z0-9]+$", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.question_id"]}, "question_option_key": {"name": "question_option_key", "description": "The key of the `QUESTION_OPTION` that was chosen.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.question_option_key"]}, "response_id": {"name": "response_id", "description": "The unique ID for the `SURVEY_RESPONSE`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.response_id"]}, "sub_question_key": {"name": "sub_question_key", "description": "Key of the sub question.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.sub_question_key"]}, "sub_question_text": {"name": "sub_question_text", "description": "Sub question text.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.sub_question_text"]}, "response_text": {"name": "response_text", "description": "Text response provided by the respondent.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.response_text"]}, "value": {"name": "value", "description": "Value of the question response.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.response_value"]}, "source_relation": {"name": "source_relation", "description": "The schema or database this record came from if you are making use of the qualtrics_union_schemas or qualtrics_union_databases variables, respectively. Empty string if you are not using either of these variables to union together multiple Qualtrics connectors.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.source_relation"]}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "qualtrics://models/staging/stg_qualtrics.yml", "build_path": null, "unrendered_config": {"tags": ["staging"], "schema": "qualtrics_{{ var('directed_schema','dev') }}", "materialized": "table"}, "created_at": 1764703206.5197186, "relation_name": "\"postgres\".\"public_qualtrics_dev\".\"stg_qualtrics__question_response\"", "raw_code": "with base as (\n\n select * \n from {{ ref('stg_qualtrics__question_response_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_qualtrics__question_response_tmp')),\n staging_columns=get_question_response_columns()\n )\n }}\n \n {{ fivetran_utils.source_relation(\n union_schema_variable='qualtrics_union_schemas', \n union_database_variable='qualtrics_union_databases') \n }}\n \n from base\n),\n\nfinal as (\n \n select \n _fivetran_id,\n loop_id,\n question_id,\n question,\n question_option_key,\n response_id,\n sub_question_key,\n sub_question_text,\n text as response_text,\n value,\n _fivetran_synced,\n source_relation\n \n from fields\n)\n\nselect *\nfrom final", "doc_blocks": [], "language": "sql", "refs": [{"name": "stg_qualtrics__question_response_tmp", "package": null, "version": null}, {"name": "stg_qualtrics__question_response_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.qualtrics.get_question_response_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation"], "nodes": ["model.qualtrics.stg_qualtrics__question_response_tmp"]}, "compiled_path": "target/compiled/qualtrics/models/staging/stg_qualtrics__question_response.sql", "compiled": true, "compiled_code": "with base as (\n\n select * \n from \"postgres\".\"public_qualtrics_dev\".\"stg_qualtrics__question_response_tmp\"\n),\n\nfields as (\n\n select\n \n \n \n _fivetran_id\n \n as \n \n _fivetran_id\n \n, \n \n \n _fivetran_synced\n \n as \n \n _fivetran_synced\n \n, \n \n \n loop_id\n \n as \n \n loop_id\n \n, \n \n \n question\n \n as \n \n question\n \n, \n \n \n question_id\n \n as \n \n question_id\n \n, \n \n \n question_option_key\n \n as \n \n question_option_key\n \n, \n \n \n response_id\n \n as \n \n response_id\n \n, \n \n \n sub_question_key\n \n as \n \n sub_question_key\n \n, \n \n \n sub_question_text\n \n as \n \n sub_question_text\n \n, \n \n \n text\n \n as \n \n text\n \n, \n \n \n value\n \n as \n \n value\n \n\n\n\n \n \n\n\n, cast('' as TEXT) as source_relation\n\n\n\n \n from base\n),\n\nfinal as (\n \n select \n _fivetran_id,\n loop_id,\n question_id,\n question,\n question_option_key,\n response_id,\n sub_question_key,\n sub_question_text,\n text as response_text,\n value,\n _fivetran_synced,\n source_relation\n \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, "primary_key": [], "time_spine": null}, "model.qualtrics.stg_qualtrics__question": {"database": "postgres", "schema": "public_qualtrics_dev", "name": "stg_qualtrics__question", "resource_type": "model", "package_name": "qualtrics", "path": "staging/stg_qualtrics__question.sql", "original_file_path": "models/staging/stg_qualtrics__question.sql", "unique_id": "model.qualtrics.stg_qualtrics__question", "fqn": ["qualtrics", "staging", "stg_qualtrics__question"], "alias": "stg_qualtrics__question", "checksum": {"name": "sha256", "checksum": "c5f5fabfe4e43426fd7b005d21dc005c0f27c8277b931e11438c1bfe578f0b53"}, "config": {"enabled": true, "alias": null, "schema": "qualtrics_dev", "database": null, "tags": ["qualtrics", "fivetran_package", "staging"], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "batch_size": null, "lookback": 1, "begin": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "event_time": null, "concurrent_batches": null, "access": "protected", "freshness": null}, "tags": ["qualtrics", "fivetran_package", "staging"], "description": "Questions within a survey.", "columns": {"is_deleted": {"name": "is_deleted", "description": "Boolean representing whether the record was soft-deleted in Qualtrics.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics._fivetran_deleted"]}, "_fivetran_synced": {"name": "_fivetran_synced", "description": "The time when a record was last updated by Fivetran.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics._fivetran_synced"]}, "data_export_tag": {"name": "data_export_tag", "description": "The tag to identify the question in exported data.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.data_export_tag"]}, "is_data_hidden": {"name": "is_data_hidden", "description": "Boolean that represents whether the embedded data is hidden.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.data_visibility_hidden"]}, "is_data_private": {"name": "is_data_private", "description": "Boolean that represents whether the embedded data is private.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.data_visibility_private"]}, "question_id": {"name": "question_id", "description": "The unique identifier for the question. Match pattern = ^QID[a-zA-Z0-9]+$", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.question_id"]}, "next_answer_id": {"name": "next_answer_id", "description": "For Matrix questions, the vertical options are denoted as \"Answers\" in the question's structure. \nID of the next answer for this question. ?", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.next_answer_id"]}, "next_choice_id": {"name": "next_choice_id", "description": "For Matrix questions, the horizontal options are denoted as \"Choices\" in the question's structure. \n\nID of the next choice for this question. ?", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.next_choice_id"]}, "question_description": {"name": "question_description", "description": "Label to identify the question.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.question_description"]}, "question_description_option": {"name": "question_description_option", "description": "An optional user-provided field for question descriptions. Accepted values = `UseText`, `SpecifyLabel`", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.question_description_option"]}, "question_text": {"name": "question_text", "description": "Text for the question.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.question_text"]}, "question_text_unsafe": {"name": "question_text_unsafe", "description": "Un-paresed version of the question text.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.question_text_unsafe"]}, "question_type": {"name": "question_type", "description": "The type of question. Can be -\n`MC`,`Matrix`,`Captcha`,`CS`,`DB`,`DD`,`Draw`,`DynamicMatrix`,`FileUpload`,`GAP`,`HeatMap`,`HL`,`HotSpot`,`Meta`,`PGR`,`RO`,`SBS`,`Slider`,`SS`,`TE`,`Timing`,`TreeSelect`", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.question_type"]}, "selector": {"name": "selector", "description": "How answers are selected such as single answer, multiple answer, etc. Accepted values - \n- `Bipolar`\n- `Browser`\n- `Captcha`\n- `CompactView`\n- `CS`\n- `D`\n- `DL`\n- `DND`\n- `DragAndDrop`\n- `ESTB`\n- `FORM`\n- `FileUpload`\n- `GRB`\n- `HBAR`\n- `HR`\n- `HSLIDER`\n- `I`\n- `Image`\n- `LikeDislike`\n- `Likert`\n- `MACOL`\n- `MAHR`\n- `MAVR`\n- `ML`\n- `MSB`\n- `MaxDiff`\n- `NPS`\n- `OH`\n- `OnOff`\n- `POS`\n- `PTB`\n- `PW`\n- `PageTimer`\n- `Profile`\n- `RB`\n- `RO`\n- `SACOL`\n- `SAHR`\n- `SAVR`\n- `SB`\n- `SBSMatrix`\n- `SL`\n- `STAR`\n- `ScreenCapture`\n- `SearchOnly`\n- `Signature`\n- `TA`\n- `TB`\n- `TBelow`\n- `TE`\n- `TL`\n- `TRight`\n- `Text`\n- `V1`\n- `V2`\n- `VR`\n- `VRTL`\n- `WTXB`", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.selector"]}, "sub_selector": {"name": "sub_selector", "description": "How subquestion answers are selected. Allowed values - SingleAnswer, DL, GR, DND, Long, Medium, MultipleAnswer, Columns, NoColumns, Short, TX, TXOT, WOTXB, WOTB, WTB, WTXB, WVTB.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.sub_selector"]}, "survey_id": {"name": "survey_id", "description": "The unique identifier for this survey. Match pattern = ^SV_[a-zA-Z0-9]{11,15}$", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.survey_id"]}, "validation_setting_force_response": {"name": "validation_setting_force_response", "description": "The response from forcing respondents to answer a question or request that they consider answering the question before leaving the page", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.validation_setting_force_response"]}, "validation_setting_force_response_type": {"name": "validation_setting_force_response_type", "description": "The type of response from forcing respondents to answer a question or request that they consider answering the question before leaving the page", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.validation_setting_force_response_type"]}, "validation_setting_type": {"name": "validation_setting_type", "description": "The type of forced response validation that is set.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.validation_setting_type"]}, "source_relation": {"name": "source_relation", "description": "The schema or database this record came from if you are making use of the qualtrics_union_schemas or qualtrics_union_databases variables, respectively. Empty string if you are not using either of these variables to union together multiple Qualtrics connectors.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.source_relation"]}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "qualtrics://models/staging/stg_qualtrics.yml", "build_path": null, "unrendered_config": {"tags": ["staging"], "schema": "qualtrics_{{ var('directed_schema','dev') }}", "materialized": "table"}, "created_at": 1764703206.518449, "relation_name": "\"postgres\".\"public_qualtrics_dev\".\"stg_qualtrics__question\"", "raw_code": "with base as (\n\n select * \n from {{ ref('stg_qualtrics__question_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_qualtrics__question_tmp')),\n staging_columns=get_question_columns()\n )\n }}\n\n {{ fivetran_utils.source_relation(\n union_schema_variable='qualtrics_union_schemas', \n union_database_variable='qualtrics_union_databases') \n }}\n \n from base\n),\n\nfinal as (\n \n select \n data_export_tag,\n data_visibility_hidden as is_data_hidden,\n data_visibility_private as is_data_private,\n id as question_id,\n next_answer_id,\n next_choice_id,\n question_description,\n question_description_option,\n question_text,\n question_text_unsafe,\n question_type,\n selector,\n sub_selector,\n survey_id,\n validation_setting_force_response,\n validation_setting_force_response_type,\n validation_setting_type,\n cast(_fivetran_deleted as {{ dbt.type_boolean() }}) as is_deleted,\n _fivetran_synced,\n source_relation\n from fields\n)\n\nselect *\nfrom final", "doc_blocks": [], "language": "sql", "refs": [{"name": "stg_qualtrics__question_tmp", "package": null, "version": null}, {"name": "stg_qualtrics__question_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.qualtrics.get_question_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_boolean"], "nodes": ["model.qualtrics.stg_qualtrics__question_tmp"]}, "compiled_path": "target/compiled/qualtrics/models/staging/stg_qualtrics__question.sql", "compiled": true, "compiled_code": "with base as (\n\n select * \n from \"postgres\".\"public_qualtrics_dev\".\"stg_qualtrics__question_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 data_export_tag\n \n as \n \n data_export_tag\n \n, \n \n \n data_visibility_hidden\n \n as \n \n data_visibility_hidden\n \n, \n \n \n data_visibility_private\n \n as \n \n data_visibility_private\n \n, \n \n \n id\n \n as \n \n id\n \n, \n \n \n next_answer_id\n \n as \n \n next_answer_id\n \n, \n \n \n next_choice_id\n \n as \n \n next_choice_id\n \n, \n \n \n question_description\n \n as \n \n question_description\n \n, \n \n \n question_description_option\n \n as \n \n question_description_option\n \n, \n \n \n question_text\n \n as \n \n question_text\n \n, \n \n \n question_text_unsafe\n \n as \n \n question_text_unsafe\n \n, \n \n \n question_type\n \n as \n \n question_type\n \n, \n \n \n selector\n \n as \n \n selector\n \n, \n \n \n sub_selector\n \n as \n \n sub_selector\n \n, \n \n \n survey_id\n \n as \n \n survey_id\n \n, \n \n \n validation_setting_force_response\n \n as \n \n validation_setting_force_response\n \n, \n \n \n validation_setting_force_response_type\n \n as \n \n validation_setting_force_response_type\n \n, \n \n \n validation_setting_type\n \n as \n \n validation_setting_type\n \n\n\n\n\n \n\n\n, cast('' as TEXT) as source_relation\n\n\n\n \n from base\n),\n\nfinal as (\n \n select \n data_export_tag,\n data_visibility_hidden as is_data_hidden,\n data_visibility_private as is_data_private,\n id as question_id,\n next_answer_id,\n next_choice_id,\n question_description,\n question_description_option,\n question_text,\n question_text_unsafe,\n question_type,\n selector,\n sub_selector,\n survey_id,\n validation_setting_force_response,\n validation_setting_force_response_type,\n validation_setting_type,\n cast(_fivetran_deleted as boolean) as is_deleted,\n _fivetran_synced,\n source_relation\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, "primary_key": [], "time_spine": null}, "model.qualtrics.stg_qualtrics__block": {"database": "postgres", "schema": "public_qualtrics_dev", "name": "stg_qualtrics__block", "resource_type": "model", "package_name": "qualtrics", "path": "staging/stg_qualtrics__block.sql", "original_file_path": "models/staging/stg_qualtrics__block.sql", "unique_id": "model.qualtrics.stg_qualtrics__block", "fqn": ["qualtrics", "staging", "stg_qualtrics__block"], "alias": "stg_qualtrics__block", "checksum": {"name": "sha256", "checksum": "96d996228d433c60376c2935aae2a23cf6ac26f82cc96515fd67a8235f00fe84"}, "config": {"enabled": true, "alias": null, "schema": "qualtrics_dev", "database": null, "tags": ["qualtrics", "fivetran_package", "staging"], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "batch_size": null, "lookback": 1, "begin": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "event_time": null, "concurrent_batches": null, "access": "protected", "freshness": null}, "tags": ["qualtrics", "fivetran_package", "staging"], "description": "Groups of questions, used to organize longer surveys and conditionally display sets of questions.", "columns": {"is_deleted": {"name": "is_deleted", "description": "Boolean representing whether the record was soft-deleted in Qualtrics.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics._fivetran_deleted"]}, "_fivetran_synced": {"name": "_fivetran_synced", "description": "The time when a record was last updated by Fivetran.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics._fivetran_synced"]}, "is_locked": {"name": "is_locked", "description": "Boolean representing whether modification of the block and its contents is prevented.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.block_locking"]}, "block_visibility": {"name": "block_visibility", "description": "Whether the questions in the block are 'collapsed' or 'expanded' by default.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.block_visibility"]}, "description": {"name": "description", "description": "Description given to the block.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.block_description"]}, "block_id": {"name": "block_id", "description": "The ID of the survey block. Match pattern = ^BL_[a-zA-Z0-9]{11,15}$", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.block_id"]}, "randomize_questions": {"name": "randomize_questions", "description": "If/how the block questions are randomized. Can be - `false` (no randomization), `RandomWithXPerPage` (randomize all and place X questions in each block), `RandomWithOnlyX` (randomly present only X out of the total questions), or `Advanced` (custom configuration)", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.randomize_questions"]}, "survey_id": {"name": "survey_id", "description": "The unique identifier for this survey. Match pattern = ^SV_[a-zA-Z0-9]{11,15}$", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.survey_id"]}, "type": {"name": "type", "description": "Type of block. Can be `Trash`, `Default`, or `Standard`", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.block_type"]}, "source_relation": {"name": "source_relation", "description": "The schema or database this record came from if you are making use of the qualtrics_union_schemas or qualtrics_union_databases variables, respectively. Empty string if you are not using either of these variables to union together multiple Qualtrics connectors.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.source_relation"]}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "qualtrics://models/staging/stg_qualtrics.yml", "build_path": null, "unrendered_config": {"tags": ["staging"], "schema": "qualtrics_{{ var('directed_schema','dev') }}", "materialized": "table"}, "created_at": 1764703206.5274343, "relation_name": "\"postgres\".\"public_qualtrics_dev\".\"stg_qualtrics__block\"", "raw_code": "with base as (\n\n select * \n from {{ ref('stg_qualtrics__block_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_qualtrics__block_tmp')),\n staging_columns=get_block_columns()\n )\n }}\n\n {{ fivetran_utils.source_relation(\n union_schema_variable='qualtrics_union_schemas', \n union_database_variable='qualtrics_union_databases') \n }}\n\n from base\n),\n\nfinal as (\n \n select \n block_locking as is_locked,\n block_visibility,\n description,\n id as block_id,\n randomize_questions,\n survey_id,\n type,\n cast(_fivetran_deleted as {{ dbt.type_boolean() }}) as is_deleted,\n _fivetran_synced,\n source_relation\n\n from fields\n)\n\nselect *\nfrom final", "doc_blocks": [], "language": "sql", "refs": [{"name": "stg_qualtrics__block_tmp", "package": null, "version": null}, {"name": "stg_qualtrics__block_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.qualtrics.get_block_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_boolean"], "nodes": ["model.qualtrics.stg_qualtrics__block_tmp"]}, "compiled_path": "target/compiled/qualtrics/models/staging/stg_qualtrics__block.sql", "compiled": true, "compiled_code": "with base as (\n\n select * \n from \"postgres\".\"public_qualtrics_dev\".\"stg_qualtrics__block_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 block_locking\n \n as \n \n block_locking\n \n, \n \n \n block_visibility\n \n as \n \n block_visibility\n \n, \n \n \n description\n \n as \n \n description\n \n, \n \n \n id\n \n as \n \n id\n \n, \n \n \n randomize_questions\n \n as \n \n randomize_questions\n \n, \n \n \n survey_id\n \n as \n \n survey_id\n \n, \n \n \n type\n \n as \n \n type\n \n\n\n\n\n \n\n\n, cast('' as TEXT) as source_relation\n\n\n\n\n from base\n),\n\nfinal as (\n \n select \n block_locking as is_locked,\n block_visibility,\n description,\n id as block_id,\n randomize_questions,\n survey_id,\n type,\n cast(_fivetran_deleted as boolean) as is_deleted,\n _fivetran_synced,\n source_relation\n\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, "primary_key": [], "time_spine": null}, "model.qualtrics.stg_qualtrics__directory": {"database": "postgres", "schema": "public_qualtrics_dev", "name": "stg_qualtrics__directory", "resource_type": "model", "package_name": "qualtrics", "path": "staging/stg_qualtrics__directory.sql", "original_file_path": "models/staging/stg_qualtrics__directory.sql", "unique_id": "model.qualtrics.stg_qualtrics__directory", "fqn": ["qualtrics", "staging", "stg_qualtrics__directory"], "alias": "stg_qualtrics__directory", "checksum": {"name": "sha256", "checksum": "c68fa6896aa7806922ec9c90378a6fcbe204a32a69b4804f202c5951a6abab2c"}, "config": {"enabled": true, "alias": null, "schema": "qualtrics_dev", "database": null, "tags": ["qualtrics", "fivetran_package", "staging"], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "batch_size": null, "lookback": 1, "begin": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "event_time": null, "concurrent_batches": null, "access": "protected", "freshness": null}, "tags": ["qualtrics", "fivetran_package", "staging"], "description": "A directory is an address book for the entire brand and contains all of the contacts that have been added by your users.", "columns": {"is_deleted": {"name": "is_deleted", "description": "Boolean representing whether the record was soft-deleted in Qualtrics.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics._fivetran_deleted"]}, "_fivetran_synced": {"name": "_fivetran_synced", "description": "The time when a record was last updated by Fivetran.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics._fivetran_synced"]}, "is_deduped_on_email": {"name": "is_deduped_on_email", "description": "Boolean representing if directory contacts are deduped based on email.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.deduplication_criteria_email"]}, "is_deduped_on_ext_ref": {"name": "is_deduped_on_ext_ref", "description": "Boolean representing if directory contacts are deduped based on an external data reference.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.deduplication_criteria_external_data_reference"]}, "is_deduped_on_first_name": {"name": "is_deduped_on_first_name", "description": "Boolean representing if directory contacts are deduped based on first name.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.deduplication_criteria_first_name"]}, "is_deduped_on_last_name": {"name": "is_deduped_on_last_name", "description": "Boolean representing if directory contacts are deduped based on last name.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.deduplication_criteria_last_name"]}, "is_deduped_on_phone": {"name": "is_deduped_on_phone", "description": "Boolean representing if directory contacts are deduped based on phone number.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.deduplication_criteria_phone"]}, "directory_id": {"name": "directory_id", "description": "The directory ID, also known as a pool ID. Example - POOL_012345678901234", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.directory_id"]}, "is_default": {"name": "is_default", "description": "Boolean representing if this directory is the default one for your brand. \n\nThe default directory will be the first directory listed in the dropdown menu in Qualtrics.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.is_default"]}, "name": {"name": "name", "description": "Name of the directory.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.directory_name"]}, "source_relation": {"name": "source_relation", "description": "The schema or database this record came from if you are making use of the qualtrics_union_schemas or qualtrics_union_databases variables, respectively. Empty string if you are not using either of these variables to union together multiple Qualtrics connectors.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.source_relation"]}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "qualtrics://models/staging/stg_qualtrics.yml", "build_path": null, "unrendered_config": {"tags": ["staging"], "schema": "qualtrics_{{ var('directed_schema','dev') }}", "materialized": "table"}, "created_at": 1764703206.5292654, "relation_name": "\"postgres\".\"public_qualtrics_dev\".\"stg_qualtrics__directory\"", "raw_code": "with base as (\n\n select * \n from {{ ref('stg_qualtrics__directory_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_qualtrics__directory_tmp')),\n staging_columns=get_directory_columns()\n )\n }}\n\n {{ fivetran_utils.source_relation(\n union_schema_variable='qualtrics_union_schemas', \n union_database_variable='qualtrics_union_databases') \n }}\n \n from base\n),\n\nfinal as (\n \n select \n deduplication_criteria_email as is_deduped_on_email,\n deduplication_criteria_external_data_reference as is_deduped_on_ext_ref,\n deduplication_criteria_first_name as is_deduped_on_first_name,\n deduplication_criteria_last_name as is_deduped_on_last_name,\n deduplication_criteria_phone as is_deduped_on_phone,\n id as directory_id,\n is_default,\n name,\n cast(_fivetran_deleted as {{ dbt.type_boolean() }}) as is_deleted,\n _fivetran_synced,\n source_relation\n\n {{ fivetran_utils.fill_pass_through_columns('qualtrics__directory_pass_through_columns') }}\n\n from fields\n)\n\nselect *\nfrom final", "doc_blocks": [], "language": "sql", "refs": [{"name": "stg_qualtrics__directory_tmp", "package": null, "version": null}, {"name": "stg_qualtrics__directory_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.qualtrics.get_directory_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_boolean", "macro.fivetran_utils.fill_pass_through_columns"], "nodes": ["model.qualtrics.stg_qualtrics__directory_tmp"]}, "compiled_path": "target/compiled/qualtrics/models/staging/stg_qualtrics__directory.sql", "compiled": true, "compiled_code": "with base as (\n\n select * \n from \"postgres\".\"public_qualtrics_dev\".\"stg_qualtrics__directory_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 deduplication_criteria_email\n \n as \n \n deduplication_criteria_email\n \n, \n \n \n deduplication_criteria_external_data_reference\n \n as \n \n deduplication_criteria_external_data_reference\n \n, \n \n \n deduplication_criteria_first_name\n \n as \n \n deduplication_criteria_first_name\n \n, \n \n \n deduplication_criteria_last_name\n \n as \n \n deduplication_criteria_last_name\n \n, \n \n \n deduplication_criteria_phone\n \n as \n \n deduplication_criteria_phone\n \n, \n \n \n id\n \n as \n \n id\n \n, \n \n \n is_default\n \n as \n \n is_default\n \n, \n \n \n name\n \n as \n \n name\n \n\n\n\n\n \n\n\n, cast('' as TEXT) as source_relation\n\n\n\n \n from base\n),\n\nfinal as (\n \n select \n deduplication_criteria_email as is_deduped_on_email,\n deduplication_criteria_external_data_reference as is_deduped_on_ext_ref,\n deduplication_criteria_first_name as is_deduped_on_first_name,\n deduplication_criteria_last_name as is_deduped_on_last_name,\n deduplication_criteria_phone as is_deduped_on_phone,\n id as directory_id,\n is_default,\n name,\n cast(_fivetran_deleted as boolean) as is_deleted,\n _fivetran_synced,\n source_relation\n\n \n\n\n\n\n\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, "primary_key": [], "time_spine": null}, "model.qualtrics.stg_qualtrics__contact_mailing_list_membership": {"database": "postgres", "schema": "public_qualtrics_dev", "name": "stg_qualtrics__contact_mailing_list_membership", "resource_type": "model", "package_name": "qualtrics", "path": "staging/stg_qualtrics__contact_mailing_list_membership.sql", "original_file_path": "models/staging/stg_qualtrics__contact_mailing_list_membership.sql", "unique_id": "model.qualtrics.stg_qualtrics__contact_mailing_list_membership", "fqn": ["qualtrics", "staging", "stg_qualtrics__contact_mailing_list_membership"], "alias": "stg_qualtrics__contact_mailing_list_membership", "checksum": {"name": "sha256", "checksum": "171be500f0a051734772659c8c3752364a75cf1103491b49f26e454301a0071f"}, "config": {"enabled": true, "alias": null, "schema": "qualtrics_dev", "database": null, "tags": ["qualtrics", "fivetran_package", "staging"], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "batch_size": null, "lookback": 1, "begin": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "event_time": null, "concurrent_batches": null, "access": "protected", "freshness": null}, "tags": ["qualtrics", "fivetran_package", "staging"], "description": "Table relating contacts to mailing lists they are a part of.", "columns": {"_fivetran_synced": {"name": "_fivetran_synced", "description": "The time when a record was last updated by Fivetran.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics._fivetran_synced"]}, "contact_id": {"name": "contact_id", "description": "The ID for the contact. Example - CID_012345678901234", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.contact_id"]}, "contact_lookup_id": {"name": "contact_lookup_id", "description": "Optional contact lookup ID for individual distribution.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.contact_lookup_id"]}, "directory_id": {"name": "directory_id", "description": "The directory ID, also known as a pool ID. Example - POOL_012345678901234", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.directory_id"]}, "mailing_list_id": {"name": "mailing_list_id", "description": "The ID for the mailing list.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.mailing_list_id"]}, "name": {"name": "name", "description": "Name of the mailing list.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.mailing_list_name"]}, "owner_user_id": {"name": "owner_user_id", "description": "The unique identifier for a specific user who owns this.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.owner_id"]}, "unsubscribed_at": {"name": "unsubscribed_at", "description": "Date and time the user opted out of this mailing list.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.mailing_list_unsubscribe_date"]}, "is_unsubscribed": {"name": "is_unsubscribed", "description": "Boolean indicating whether the contact has opted out of receiving email through this mailing list.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.mailing_list_unsubscribed"]}, "source_relation": {"name": "source_relation", "description": "The schema or database this record came from if you are making use of the qualtrics_union_schemas or qualtrics_union_databases variables, respectively. Empty string if you are not using either of these variables to union together multiple Qualtrics connectors.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.source_relation"]}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "qualtrics://models/staging/stg_qualtrics.yml", "build_path": null, "unrendered_config": {"tags": ["staging"], "schema": "qualtrics_{{ var('directed_schema','dev') }}", "materialized": "table"}, "created_at": 1764703206.5357254, "relation_name": "\"postgres\".\"public_qualtrics_dev\".\"stg_qualtrics__contact_mailing_list_membership\"", "raw_code": "with base as (\n\n select * \n from {{ ref('stg_qualtrics__contact_mailing_list_membership_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_qualtrics__contact_mailing_list_membership_tmp')),\n staging_columns=get_contact_mailing_list_membership_columns()\n )\n }}\n\n {{ fivetran_utils.source_relation(\n union_schema_variable='qualtrics_union_schemas', \n union_database_variable='qualtrics_union_databases') \n }}\n \n from base\n),\n\nfinal as (\n \n select \n contact_id,\n contact_lookup_id,\n directory_id,\n mailing_list_id,\n name,\n owner_id as owner_user_id,\n cast(unsubscribe_date as {{ dbt.type_timestamp() }}) as unsubscribed_at,\n cast(unsubscribed as {{ dbt.type_boolean() }}) as is_unsubscribed,\n _fivetran_synced,\n source_relation\n\n from fields\n)\n\nselect *\nfrom final", "doc_blocks": [], "language": "sql", "refs": [{"name": "stg_qualtrics__contact_mailing_list_membership_tmp", "package": null, "version": null}, {"name": "stg_qualtrics__contact_mailing_list_membership_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.qualtrics.get_contact_mailing_list_membership_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_timestamp", "macro.dbt.type_boolean"], "nodes": ["model.qualtrics.stg_qualtrics__contact_mailing_list_membership_tmp"]}, "compiled_path": "target/compiled/qualtrics/models/staging/stg_qualtrics__contact_mailing_list_membership.sql", "compiled": true, "compiled_code": "with base as (\n\n select * \n from \"postgres\".\"public_qualtrics_dev\".\"stg_qualtrics__contact_mailing_list_membership_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 contact_id\n \n as \n \n contact_id\n \n, \n \n \n contact_lookup_id\n \n as \n \n contact_lookup_id\n \n, \n \n \n directory_id\n \n as \n \n directory_id\n \n, \n \n \n mailing_list_id\n \n as \n \n mailing_list_id\n \n, \n \n \n name\n \n as \n \n name\n \n, \n \n \n owner_id\n \n as \n \n owner_id\n \n, \n \n \n unsubscribe_date\n \n as \n \n unsubscribe_date\n \n, \n \n \n unsubscribed\n \n as \n \n unsubscribed\n \n\n\n\n\n \n\n\n, cast('' as TEXT) as source_relation\n\n\n\n \n from base\n),\n\nfinal as (\n \n select \n contact_id,\n contact_lookup_id,\n directory_id,\n mailing_list_id,\n name,\n owner_id as owner_user_id,\n cast(unsubscribe_date as timestamp) as unsubscribed_at,\n cast(unsubscribed as boolean) as is_unsubscribed,\n _fivetran_synced,\n source_relation\n\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, "primary_key": [], "time_spine": null}, "model.qualtrics.stg_qualtrics__block_question": {"database": "postgres", "schema": "public_qualtrics_dev", "name": "stg_qualtrics__block_question", "resource_type": "model", "package_name": "qualtrics", "path": "staging/stg_qualtrics__block_question.sql", "original_file_path": "models/staging/stg_qualtrics__block_question.sql", "unique_id": "model.qualtrics.stg_qualtrics__block_question", "fqn": ["qualtrics", "staging", "stg_qualtrics__block_question"], "alias": "stg_qualtrics__block_question", "checksum": {"name": "sha256", "checksum": "1f4fb899399ea23b4846113de18596c1ed669aa7992ea3bdd8969b4d38649c20"}, "config": {"enabled": true, "alias": null, "schema": "qualtrics_dev", "database": null, "tags": ["qualtrics", "fivetran_package", "staging"], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "batch_size": null, "lookback": 1, "begin": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "event_time": null, "concurrent_batches": null, "access": "protected", "freshness": null}, "tags": ["qualtrics", "fivetran_package", "staging"], "description": "Table relating questions and blocks together.", "columns": {"is_deleted": {"name": "is_deleted", "description": "Boolean representing whether the record was soft-deleted in Qualtrics.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics._fivetran_deleted"]}, "_fivetran_synced": {"name": "_fivetran_synced", "description": "The time when a record was last updated by Fivetran.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics._fivetran_synced"]}, "block_id": {"name": "block_id", "description": "The ID of the survey block. Match pattern = ^BL_[a-zA-Z0-9]{11,15}$", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.block_id"]}, "question_id": {"name": "question_id", "description": "The unique identifier for the question. Match pattern = ^QID[a-zA-Z0-9]+$", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.question_id"]}, "survey_id": {"name": "survey_id", "description": "The unique identifier for this survey. Match pattern = ^SV_[a-zA-Z0-9]{11,15}$", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.survey_id"]}, "source_relation": {"name": "source_relation", "description": "The schema or database this record came from if you are making use of the qualtrics_union_schemas or qualtrics_union_databases variables, respectively. Empty string if you are not using either of these variables to union together multiple Qualtrics connectors.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.source_relation"]}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "qualtrics://models/staging/stg_qualtrics.yml", "build_path": null, "unrendered_config": {"tags": ["staging"], "schema": "qualtrics_{{ var('directed_schema','dev') }}", "materialized": "table"}, "created_at": 1764703206.52822, "relation_name": "\"postgres\".\"public_qualtrics_dev\".\"stg_qualtrics__block_question\"", "raw_code": "with base as (\n\n select * \n from {{ ref('stg_qualtrics__block_question_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_qualtrics__block_question_tmp')),\n staging_columns=get_block_question_columns()\n )\n }}\n\n {{ fivetran_utils.source_relation(\n union_schema_variable='qualtrics_union_schemas', \n union_database_variable='qualtrics_union_databases') \n }}\n\n from base\n),\n\nfinal as (\n \n select \n block_id,\n question_id,\n survey_id,\n cast(_fivetran_deleted as {{ dbt.type_boolean() }}) as is_deleted,\n _fivetran_synced,\n source_relation\n \n from fields\n)\n\nselect *\nfrom final", "doc_blocks": [], "language": "sql", "refs": [{"name": "stg_qualtrics__block_question_tmp", "package": null, "version": null}, {"name": "stg_qualtrics__block_question_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.qualtrics.get_block_question_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_boolean"], "nodes": ["model.qualtrics.stg_qualtrics__block_question_tmp"]}, "compiled_path": "target/compiled/qualtrics/models/staging/stg_qualtrics__block_question.sql", "compiled": true, "compiled_code": "with base as (\n\n select * \n from \"postgres\".\"public_qualtrics_dev\".\"stg_qualtrics__block_question_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 block_id\n \n as \n \n block_id\n \n, \n \n \n question_id\n \n as \n \n question_id\n \n, \n \n \n survey_id\n \n as \n \n survey_id\n \n\n\n\n\n \n\n\n, cast('' as TEXT) as source_relation\n\n\n\n\n from base\n),\n\nfinal as (\n \n select \n block_id,\n question_id,\n survey_id,\n cast(_fivetran_deleted as boolean) as is_deleted,\n _fivetran_synced,\n source_relation\n \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, "primary_key": [], "time_spine": null}, "model.qualtrics.stg_qualtrics__survey_embedded_data": {"database": "postgres", "schema": "public_qualtrics_dev", "name": "stg_qualtrics__survey_embedded_data", "resource_type": "model", "package_name": "qualtrics", "path": "staging/stg_qualtrics__survey_embedded_data.sql", "original_file_path": "models/staging/stg_qualtrics__survey_embedded_data.sql", "unique_id": "model.qualtrics.stg_qualtrics__survey_embedded_data", "fqn": ["qualtrics", "staging", "stg_qualtrics__survey_embedded_data"], "alias": "stg_qualtrics__survey_embedded_data", "checksum": {"name": "sha256", "checksum": "f414470a3eeb52358ba7caf772f85b20b103f04e906d338f81985ec0892d14ac"}, "config": {"enabled": true, "alias": null, "schema": "qualtrics_dev", "database": null, "tags": ["qualtrics", "fivetran_package", "staging"], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "batch_size": null, "lookback": 1, "begin": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "event_time": null, "concurrent_batches": null, "access": "protected", "freshness": null}, "tags": ["qualtrics", "fivetran_package", "staging"], "description": "Any extra information you would like recorded in addition to the question responses.", "columns": {"_fivetran_synced": {"name": "_fivetran_synced", "description": "The time when a record was last updated by Fivetran.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics._fivetran_synced"]}, "import_id": {"name": "import_id", "description": "A unique identifier to recognize this import job of embedded survey data.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.import_id"]}, "key": {"name": "key", "description": "Key of the embedded survey data element.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.key"]}, "response_id": {"name": "response_id", "description": "The unique ID for the `SURVEY_RESPONSE`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.response_id"]}, "value": {"name": "value", "description": "Key of the embedded survey data element.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.value"]}, "source_relation": {"name": "source_relation", "description": "The schema or database this record came from if you are making use of the qualtrics_union_schemas or qualtrics_union_databases variables, respectively. Empty string if you are not using either of these variables to union together multiple Qualtrics connectors.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.source_relation"]}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "qualtrics://models/staging/stg_qualtrics.yml", "build_path": null, "unrendered_config": {"tags": ["staging"], "schema": "qualtrics_{{ var('directed_schema','dev') }}", "materialized": "table"}, "created_at": 1764703206.526104, "relation_name": "\"postgres\".\"public_qualtrics_dev\".\"stg_qualtrics__survey_embedded_data\"", "raw_code": "with base as (\n\n select * \n from {{ ref('stg_qualtrics__survey_embedded_data_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_qualtrics__survey_embedded_data_tmp')),\n staging_columns=get_survey_embedded_data_columns()\n )\n }}\n\n {{ fivetran_utils.source_relation(\n union_schema_variable='qualtrics_union_schemas', \n union_database_variable='qualtrics_union_databases') \n }}\n \n from base\n),\n\nfinal as (\n \n select \n import_id,\n key,\n response_id,\n value,\n _fivetran_synced,\n source_relation\n \n from fields\n)\n\nselect *\nfrom final", "doc_blocks": [], "language": "sql", "refs": [{"name": "stg_qualtrics__survey_embedded_data_tmp", "package": null, "version": null}, {"name": "stg_qualtrics__survey_embedded_data_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.qualtrics.get_survey_embedded_data_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation"], "nodes": ["model.qualtrics.stg_qualtrics__survey_embedded_data_tmp"]}, "compiled_path": "target/compiled/qualtrics/models/staging/stg_qualtrics__survey_embedded_data.sql", "compiled": true, "compiled_code": "with base as (\n\n select * \n from \"postgres\".\"public_qualtrics_dev\".\"stg_qualtrics__survey_embedded_data_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 import_id\n \n as \n \n import_id\n \n, \n \n \n key\n \n as \n \n key\n \n, \n \n \n response_id\n \n as \n \n response_id\n \n, \n \n \n value\n \n as \n \n value\n \n\n\n\n\n \n\n\n, cast('' as TEXT) as source_relation\n\n\n\n \n from base\n),\n\nfinal as (\n \n select \n import_id,\n key,\n response_id,\n value,\n _fivetran_synced,\n source_relation\n \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, "primary_key": [], "time_spine": null}, "model.qualtrics.stg_qualtrics__survey_version": {"database": "postgres", "schema": "public_qualtrics_dev", "name": "stg_qualtrics__survey_version", "resource_type": "model", "package_name": "qualtrics", "path": "staging/stg_qualtrics__survey_version.sql", "original_file_path": "models/staging/stg_qualtrics__survey_version.sql", "unique_id": "model.qualtrics.stg_qualtrics__survey_version", "fqn": ["qualtrics", "staging", "stg_qualtrics__survey_version"], "alias": "stg_qualtrics__survey_version", "checksum": {"name": "sha256", "checksum": "ee6227eb49a5779db5c9f2644ec6db1024c3107266ad44b4c5dfb7888abaf1b7"}, "config": {"enabled": true, "alias": null, "schema": "qualtrics_dev", "database": null, "tags": ["qualtrics", "fivetran_package", "staging"], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "batch_size": null, "lookback": 1, "begin": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "event_time": null, "concurrent_batches": null, "access": "protected", "freshness": null}, "tags": ["qualtrics", "fivetran_package", "staging"], "description": "Published and un-published versions of surveys.", "columns": {"is_deleted": {"name": "is_deleted", "description": "Boolean representing whether the record was soft-deleted in Qualtrics.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics._fivetran_deleted"]}, "_fivetran_synced": {"name": "_fivetran_synced", "description": "The time when a record was last updated by Fivetran.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics._fivetran_synced"]}, "created_at": {"name": "created_at", "description": "The creation date and time of the record, expressed as an ISO 8601 value.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.creation_date"]}, "version_description": {"name": "version_description", "description": "A user-provided description of the survey version.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.survey_version_description"]}, "version_id": {"name": "version_id", "description": "The unique identifier for this survey version.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.version_id"]}, "is_published": {"name": "is_published", "description": "Boolean that, when true, publishes the version.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.published"]}, "survey_id": {"name": "survey_id", "description": "The unique identifier for this survey. Match pattern = ^SV_[a-zA-Z0-9]{11,15}$", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.survey_id"]}, "publisher_user_id": {"name": "publisher_user_id", "description": "ID of `USER` who published this survey version in your org.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.publisher_user_id"]}, "version_number": {"name": "version_number", "description": "The version number of this survey.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.version_number"]}, "was_published": {"name": "was_published", "description": "Boolean that is true if the survey version was published.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.was_published"]}, "source_relation": {"name": "source_relation", "description": "The schema or database this record came from if you are making use of the qualtrics_union_schemas or qualtrics_union_databases variables, respectively. Empty string if you are not using either of these variables to union together multiple Qualtrics connectors.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.source_relation"]}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "qualtrics://models/staging/stg_qualtrics.yml", "build_path": null, "unrendered_config": {"tags": ["staging"], "schema": "qualtrics_{{ var('directed_schema','dev') }}", "materialized": "table"}, "created_at": 1764703206.5253162, "relation_name": "\"postgres\".\"public_qualtrics_dev\".\"stg_qualtrics__survey_version\"", "raw_code": "with base as (\n\n select * \n from {{ ref('stg_qualtrics__survey_version_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_qualtrics__survey_version_tmp')),\n staging_columns=get_survey_version_columns()\n )\n }}\n\n {{ fivetran_utils.source_relation(\n union_schema_variable='qualtrics_union_schemas', \n union_database_variable='qualtrics_union_databases') \n }}\n \n from base\n),\n\nfinal as (\n \n select \n cast(creation_date as {{ dbt.type_timestamp() }}) as created_at,\n description as version_description,\n id as version_id,\n cast(published as {{ dbt.type_boolean() }}) as is_published,\n survey_id,\n user_id as publisher_user_id,\n version_number,\n cast(was_published as {{ dbt.type_boolean() }}) as was_published,\n cast(_fivetran_deleted as {{ dbt.type_boolean() }}) as is_deleted,\n _fivetran_synced,\n source_relation\n \n from fields\n)\n\nselect *\nfrom final", "doc_blocks": [], "language": "sql", "refs": [{"name": "stg_qualtrics__survey_version_tmp", "package": null, "version": null}, {"name": "stg_qualtrics__survey_version_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.qualtrics.get_survey_version_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_timestamp", "macro.dbt.type_boolean"], "nodes": ["model.qualtrics.stg_qualtrics__survey_version_tmp"]}, "compiled_path": "target/compiled/qualtrics/models/staging/stg_qualtrics__survey_version.sql", "compiled": true, "compiled_code": "with base as (\n\n select * \n from \"postgres\".\"public_qualtrics_dev\".\"stg_qualtrics__survey_version_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 creation_date\n \n as \n \n creation_date\n \n, \n \n \n description\n \n as \n \n description\n \n, \n \n \n id\n \n as \n \n id\n \n, \n \n \n published\n \n as \n \n published\n \n, \n \n \n survey_id\n \n as \n \n survey_id\n \n, \n \n \n user_id\n \n as \n \n user_id\n \n, \n \n \n version_number\n \n as \n \n version_number\n \n, \n \n \n was_published\n \n as \n \n was_published\n \n\n\n\n\n \n\n\n, cast('' as TEXT) as source_relation\n\n\n\n \n from base\n),\n\nfinal as (\n \n select \n cast(creation_date as timestamp) as created_at,\n description as version_description,\n id as version_id,\n cast(published as boolean) as is_published,\n survey_id,\n user_id as publisher_user_id,\n version_number,\n cast(was_published as boolean) as was_published,\n cast(_fivetran_deleted as boolean) as is_deleted,\n _fivetran_synced,\n source_relation\n \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, "primary_key": [], "time_spine": null}, "model.qualtrics.stg_qualtrics__distribution_contact": {"database": "postgres", "schema": "public_qualtrics_dev", "name": "stg_qualtrics__distribution_contact", "resource_type": "model", "package_name": "qualtrics", "path": "staging/stg_qualtrics__distribution_contact.sql", "original_file_path": "models/staging/stg_qualtrics__distribution_contact.sql", "unique_id": "model.qualtrics.stg_qualtrics__distribution_contact", "fqn": ["qualtrics", "staging", "stg_qualtrics__distribution_contact"], "alias": "stg_qualtrics__distribution_contact", "checksum": {"name": "sha256", "checksum": "4f686edbd1142da3a32c04d5330cee06ac04d67113cb4332fa5c6a113c83419c"}, "config": {"enabled": true, "alias": null, "schema": "qualtrics_dev", "database": null, "tags": ["qualtrics", "fivetran_package", "staging"], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "batch_size": null, "lookback": 1, "begin": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "event_time": null, "concurrent_batches": null, "access": "protected", "freshness": null}, "tags": ["qualtrics", "fivetran_package", "staging"], "description": "Table relating contacts to distributions they've been a part of.", "columns": {"_fivetran_synced": {"name": "_fivetran_synced", "description": "The time when a record was last updated by Fivetran.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics._fivetran_synced"]}, "contact_frequency_rule_id": {"name": "contact_frequency_rule_id", "description": "The contact frequency Rule ID. Ex - FQ_AAB234234", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.contact_frequency_rule_id"]}, "contact_id": {"name": "contact_id", "description": "The ID for the contact. Example - CID_012345678901234", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.contact_id"]}, "contact_lookup_id": {"name": "contact_lookup_id", "description": "Optional contact lookup ID for individual distribution.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.contact_lookup_id"]}, "distribution_id": {"name": "distribution_id", "description": "The unique Distribution ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.distribution_id"]}, "opened_at": {"name": "opened_at", "description": "The time a survey was opened by the respondent, will be null if the survey has not been opened.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.opened_at"]}, "response_completed_at": {"name": "response_completed_at", "description": "The time a response was completed, will be null for uncompleted surveys.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.response_completed_at"]}, "response_id": {"name": "response_id", "description": "The ID of the survey response submitted by this contact. If no survey response has been submitted, this value will be null. If the survey was setup to anonymize responses, then this value will be `Anonymous`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.distribution_response_id"]}, "response_started_at": {"name": "response_started_at", "description": "The time a response was started by the respondent, will be null if survey has not been started.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.response_started_at"]}, "sent_at": {"name": "sent_at", "description": "The time a survey was sent to the respondent.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.sent_at"]}, "status": {"name": "status", "description": "One of ([full descriptions](https://api.qualtrics.com/fc8017650d0b9-distribution-status)):\n- `Pending`\n- `Success`\n- `Error`\n- `Opened`\n- `Complaint`\n- `Skipped`\n- `Blocked`\n- `Failure`\n- `Unknown`\n- `SoftBounce`\n- `HardBounce`\n- `SurveyStarted`\n- `SurveyPartiallyFinished`\n- `SurveyFinished`\n- `SurveyScreenedOut`\n- `SessionExpired`", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.distribution_status"]}, "survey_link": {"name": "survey_link", "description": "The survey link sent with the distribution. This is null when no link was sent.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.survey_link"]}, "survey_session_id": {"name": "survey_session_id", "description": "An identifier that represents the session in which the respondent interacted with the survey", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.survey_session_id"]}, "source_relation": {"name": "source_relation", "description": "The schema or database this record came from if you are making use of the qualtrics_union_schemas or qualtrics_union_databases variables, respectively. Empty string if you are not using either of these variables to union together multiple Qualtrics connectors.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.source_relation"]}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "qualtrics://models/staging/stg_qualtrics.yml", "build_path": null, "unrendered_config": {"tags": ["staging"], "schema": "qualtrics_{{ var('directed_schema','dev') }}", "materialized": "table"}, "created_at": 1764703206.533402, "relation_name": "\"postgres\".\"public_qualtrics_dev\".\"stg_qualtrics__distribution_contact\"", "raw_code": "with base as (\n\n select * \n from {{ ref('stg_qualtrics__distribution_contact_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_qualtrics__distribution_contact_tmp')),\n staging_columns=get_distribution_contact_columns()\n )\n }}\n\n {{ fivetran_utils.source_relation(\n union_schema_variable='qualtrics_union_schemas', \n union_database_variable='qualtrics_union_databases') \n }}\n \n from base\n),\n\nfinal as (\n \n select \n contact_frequency_rule_id,\n contact_id,\n contact_lookup_id,\n distribution_id,\n cast(opened_at as {{ dbt.type_timestamp() }}) as opened_at,\n cast(response_completed_at as {{ dbt.type_timestamp() }}) as response_completed_at,\n response_id,\n cast(response_started_at as {{ dbt.type_timestamp() }}) as response_started_at,\n cast(sent_at as {{ dbt.type_timestamp() }}) as sent_at,\n status,\n survey_link,\n survey_session_id,\n _fivetran_synced,\n source_relation\n\n from fields\n)\n\nselect *\nfrom final", "doc_blocks": [], "language": "sql", "refs": [{"name": "stg_qualtrics__distribution_contact_tmp", "package": null, "version": null}, {"name": "stg_qualtrics__distribution_contact_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.qualtrics.get_distribution_contact_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_timestamp"], "nodes": ["model.qualtrics.stg_qualtrics__distribution_contact_tmp"]}, "compiled_path": "target/compiled/qualtrics/models/staging/stg_qualtrics__distribution_contact.sql", "compiled": true, "compiled_code": "with base as (\n\n select * \n from \"postgres\".\"public_qualtrics_dev\".\"stg_qualtrics__distribution_contact_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 contact_frequency_rule_id\n \n as \n \n contact_frequency_rule_id\n \n, \n \n \n contact_id\n \n as \n \n contact_id\n \n, \n \n \n contact_lookup_id\n \n as \n \n contact_lookup_id\n \n, \n \n \n distribution_id\n \n as \n \n distribution_id\n \n, \n \n \n opened_at\n \n as \n \n opened_at\n \n, \n \n \n response_completed_at\n \n as \n \n response_completed_at\n \n, \n \n \n response_id\n \n as \n \n response_id\n \n, \n \n \n response_started_at\n \n as \n \n response_started_at\n \n, \n \n \n sent_at\n \n as \n \n sent_at\n \n, \n \n \n status\n \n as \n \n status\n \n, \n \n \n survey_link\n \n as \n \n survey_link\n \n, \n \n \n survey_session_id\n \n as \n \n survey_session_id\n \n\n\n\n\n \n\n\n, cast('' as TEXT) as source_relation\n\n\n\n \n from base\n),\n\nfinal as (\n \n select \n contact_frequency_rule_id,\n contact_id,\n contact_lookup_id,\n distribution_id,\n cast(opened_at as timestamp) as opened_at,\n cast(response_completed_at as timestamp) as response_completed_at,\n response_id,\n cast(response_started_at as timestamp) as response_started_at,\n cast(sent_at as timestamp) as sent_at,\n status,\n survey_link,\n survey_session_id,\n _fivetran_synced,\n source_relation\n\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, "primary_key": [], "time_spine": null}, "model.qualtrics.stg_qualtrics__directory_contact_tmp": {"database": "postgres", "schema": "public_qualtrics_dev", "name": "stg_qualtrics__directory_contact_tmp", "resource_type": "model", "package_name": "qualtrics", "path": "staging/tmp/stg_qualtrics__directory_contact_tmp.sql", "original_file_path": "models/staging/tmp/stg_qualtrics__directory_contact_tmp.sql", "unique_id": "model.qualtrics.stg_qualtrics__directory_contact_tmp", "fqn": ["qualtrics", "staging", "tmp", "stg_qualtrics__directory_contact_tmp"], "alias": "stg_qualtrics__directory_contact_tmp", "checksum": {"name": "sha256", "checksum": "fa44077e3e665d6be2030778d078feedeba22928a30dc69bf491433729e05c33"}, "config": {"enabled": true, "alias": null, "schema": "qualtrics_dev", "database": null, "tags": ["qualtrics", "fivetran_package", "staging"], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "batch_size": null, "lookback": 1, "begin": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "event_time": null, "concurrent_batches": null, "access": "protected", "freshness": null}, "tags": ["qualtrics", "fivetran_package", "staging"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"tags": ["staging"], "schema": "qualtrics_{{ var('directed_schema','dev') }}", "materialized": "view"}, "created_at": 1764703205.853717, "relation_name": "\"postgres\".\"public_qualtrics_dev\".\"stg_qualtrics__directory_contact_tmp\"", "raw_code": "{{\n qualtrics_union_data(\n table_identifier='directory_contact', \n database_variable='qualtrics_database', \n schema_variable='qualtrics_schema', \n default_database=target.database,\n default_schema='qualtrics',\n default_variable='directory_contact',\n union_schema_variable='qualtrics_union_schemas',\n union_database_variable='qualtrics_union_databases'\n )\n}}", "doc_blocks": [], "language": "sql", "refs": [], "sources": [["qualtrics", "directory_contact"], ["qualtrics", "directory_contact"]], "metrics": [], "depends_on": {"macros": ["macro.qualtrics.qualtrics_union_data"], "nodes": ["source.qualtrics.qualtrics.directory_contact"]}, "compiled_path": "target/compiled/qualtrics/models/staging/tmp/stg_qualtrics__directory_contact_tmp.sql", "compiled": true, "compiled_code": "\n \n \n \n \n \n select * \n from \"postgres\".\"public\".\"directory_contact\"", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null, "primary_key": [], "time_spine": null}, "model.qualtrics.stg_qualtrics__question_response_tmp": {"database": "postgres", "schema": "public_qualtrics_dev", "name": "stg_qualtrics__question_response_tmp", "resource_type": "model", "package_name": "qualtrics", "path": "staging/tmp/stg_qualtrics__question_response_tmp.sql", "original_file_path": "models/staging/tmp/stg_qualtrics__question_response_tmp.sql", "unique_id": "model.qualtrics.stg_qualtrics__question_response_tmp", "fqn": ["qualtrics", "staging", "tmp", "stg_qualtrics__question_response_tmp"], "alias": "stg_qualtrics__question_response_tmp", "checksum": {"name": "sha256", "checksum": "63ea0a9b189ed19d3b394dd9974b96aaacc3294ea3cf281cf26fb1d034e48aaa"}, "config": {"enabled": true, "alias": null, "schema": "qualtrics_dev", "database": null, "tags": ["qualtrics", "fivetran_package", "staging"], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "batch_size": null, "lookback": 1, "begin": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "event_time": null, "concurrent_batches": null, "access": "protected", "freshness": null}, "tags": ["qualtrics", "fivetran_package", "staging"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"tags": ["staging"], "schema": "qualtrics_{{ var('directed_schema','dev') }}", "materialized": "view"}, "created_at": 1764703205.8907125, "relation_name": "\"postgres\".\"public_qualtrics_dev\".\"stg_qualtrics__question_response_tmp\"", "raw_code": "{{\n qualtrics_union_data(\n table_identifier='question_response', \n database_variable='qualtrics_database', \n schema_variable='qualtrics_schema', \n default_database=target.database,\n default_schema='qualtrics',\n default_variable='question_response',\n union_schema_variable='qualtrics_union_schemas',\n union_database_variable='qualtrics_union_databases'\n )\n}}", "doc_blocks": [], "language": "sql", "refs": [], "sources": [["qualtrics", "question_response"], ["qualtrics", "question_response"]], "metrics": [], "depends_on": {"macros": ["macro.qualtrics.qualtrics_union_data"], "nodes": ["source.qualtrics.qualtrics.question_response"]}, "compiled_path": "target/compiled/qualtrics/models/staging/tmp/stg_qualtrics__question_response_tmp.sql", "compiled": true, "compiled_code": "\n \n \n \n \n \n select * \n from \"postgres\".\"public\".\"question_response\"", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null, "primary_key": [], "time_spine": null}, "model.qualtrics.stg_qualtrics__question_option_tmp": {"database": "postgres", "schema": "public_qualtrics_dev", "name": "stg_qualtrics__question_option_tmp", "resource_type": "model", "package_name": "qualtrics", "path": "staging/tmp/stg_qualtrics__question_option_tmp.sql", "original_file_path": "models/staging/tmp/stg_qualtrics__question_option_tmp.sql", "unique_id": "model.qualtrics.stg_qualtrics__question_option_tmp", "fqn": ["qualtrics", "staging", "tmp", "stg_qualtrics__question_option_tmp"], "alias": "stg_qualtrics__question_option_tmp", "checksum": {"name": "sha256", "checksum": "efad2a32d4e5da2cea44070bbeff53025c7c8ede2d48d4e0a94addbdba29721c"}, "config": {"enabled": true, "alias": null, "schema": "qualtrics_dev", "database": null, "tags": ["qualtrics", "fivetran_package", "staging"], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "batch_size": null, "lookback": 1, "begin": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "event_time": null, "concurrent_batches": null, "access": "protected", "freshness": null}, "tags": ["qualtrics", "fivetran_package", "staging"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"tags": ["staging"], "schema": "qualtrics_{{ var('directed_schema','dev') }}", "materialized": "view"}, "created_at": 1764703205.8992565, "relation_name": "\"postgres\".\"public_qualtrics_dev\".\"stg_qualtrics__question_option_tmp\"", "raw_code": "{{\n qualtrics_union_data(\n table_identifier='question_option', \n database_variable='qualtrics_database', \n schema_variable='qualtrics_schema', \n default_database=target.database,\n default_schema='qualtrics',\n default_variable='question_option',\n union_schema_variable='qualtrics_union_schemas',\n union_database_variable='qualtrics_union_databases'\n )\n}}", "doc_blocks": [], "language": "sql", "refs": [], "sources": [["qualtrics", "question_option"], ["qualtrics", "question_option"]], "metrics": [], "depends_on": {"macros": ["macro.qualtrics.qualtrics_union_data"], "nodes": ["source.qualtrics.qualtrics.question_option"]}, "compiled_path": "target/compiled/qualtrics/models/staging/tmp/stg_qualtrics__question_option_tmp.sql", "compiled": true, "compiled_code": "\n \n \n \n \n \n select * \n from \"postgres\".\"public\".\"question_option\"", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null, "primary_key": [], "time_spine": null}, "model.qualtrics.stg_qualtrics__contact_mailing_list_membership_tmp": {"database": "postgres", "schema": "public_qualtrics_dev", "name": "stg_qualtrics__contact_mailing_list_membership_tmp", "resource_type": "model", "package_name": "qualtrics", "path": "staging/tmp/stg_qualtrics__contact_mailing_list_membership_tmp.sql", "original_file_path": "models/staging/tmp/stg_qualtrics__contact_mailing_list_membership_tmp.sql", "unique_id": "model.qualtrics.stg_qualtrics__contact_mailing_list_membership_tmp", "fqn": ["qualtrics", "staging", "tmp", "stg_qualtrics__contact_mailing_list_membership_tmp"], "alias": "stg_qualtrics__contact_mailing_list_membership_tmp", "checksum": {"name": "sha256", "checksum": "7d622547b2dffe4112f52804b3c2dd2d5aa5d1c589f360149fda4664ae991100"}, "config": {"enabled": true, "alias": null, "schema": "qualtrics_dev", "database": null, "tags": ["qualtrics", "fivetran_package", "staging"], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "batch_size": null, "lookback": 1, "begin": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "event_time": null, "concurrent_batches": null, "access": "protected", "freshness": null}, "tags": ["qualtrics", "fivetran_package", "staging"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"tags": ["staging"], "schema": "qualtrics_{{ var('directed_schema','dev') }}", "materialized": "view"}, "created_at": 1764703205.9070199, "relation_name": "\"postgres\".\"public_qualtrics_dev\".\"stg_qualtrics__contact_mailing_list_membership_tmp\"", "raw_code": "{{\n qualtrics_union_data(\n table_identifier='contact_mailing_list_membership', \n database_variable='qualtrics_database', \n schema_variable='qualtrics_schema', \n default_database=target.database,\n default_schema='qualtrics',\n default_variable='contact_mailing_list_membership',\n union_schema_variable='qualtrics_union_schemas',\n union_database_variable='qualtrics_union_databases'\n )\n}}", "doc_blocks": [], "language": "sql", "refs": [], "sources": [["qualtrics", "contact_mailing_list_membership"], ["qualtrics", "contact_mailing_list_membership"]], "metrics": [], "depends_on": {"macros": ["macro.qualtrics.qualtrics_union_data"], "nodes": ["source.qualtrics.qualtrics.contact_mailing_list_membership"]}, "compiled_path": "target/compiled/qualtrics/models/staging/tmp/stg_qualtrics__contact_mailing_list_membership_tmp.sql", "compiled": true, "compiled_code": "\n \n \n \n \n \n select * \n from \"postgres\".\"public\".\"contact_mailing_list_membership\"", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null, "primary_key": [], "time_spine": null}, "model.qualtrics.stg_qualtrics__distribution_contact_tmp": {"database": "postgres", "schema": "public_qualtrics_dev", "name": "stg_qualtrics__distribution_contact_tmp", "resource_type": "model", "package_name": "qualtrics", "path": "staging/tmp/stg_qualtrics__distribution_contact_tmp.sql", "original_file_path": "models/staging/tmp/stg_qualtrics__distribution_contact_tmp.sql", "unique_id": "model.qualtrics.stg_qualtrics__distribution_contact_tmp", "fqn": ["qualtrics", "staging", "tmp", "stg_qualtrics__distribution_contact_tmp"], "alias": "stg_qualtrics__distribution_contact_tmp", "checksum": {"name": "sha256", "checksum": "ad8f3898bc3478a0b7d1001b77008be93947243da8dd943a932a06c9f1663199"}, "config": {"enabled": true, "alias": null, "schema": "qualtrics_dev", "database": null, "tags": ["qualtrics", "fivetran_package", "staging"], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "batch_size": null, "lookback": 1, "begin": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "event_time": null, "concurrent_batches": null, "access": "protected", "freshness": null}, "tags": ["qualtrics", "fivetran_package", "staging"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"tags": ["staging"], "schema": "qualtrics_{{ var('directed_schema','dev') }}", "materialized": "view"}, "created_at": 1764703205.9148023, "relation_name": "\"postgres\".\"public_qualtrics_dev\".\"stg_qualtrics__distribution_contact_tmp\"", "raw_code": "{{\n qualtrics_union_data(\n table_identifier='distribution_contact', \n database_variable='qualtrics_database', \n schema_variable='qualtrics_schema', \n default_database=target.database,\n default_schema='qualtrics',\n default_variable='distribution_contact',\n union_schema_variable='qualtrics_union_schemas',\n union_database_variable='qualtrics_union_databases'\n )\n}}", "doc_blocks": [], "language": "sql", "refs": [], "sources": [["qualtrics", "distribution_contact"], ["qualtrics", "distribution_contact"]], "metrics": [], "depends_on": {"macros": ["macro.qualtrics.qualtrics_union_data"], "nodes": ["source.qualtrics.qualtrics.distribution_contact"]}, "compiled_path": "target/compiled/qualtrics/models/staging/tmp/stg_qualtrics__distribution_contact_tmp.sql", "compiled": true, "compiled_code": "\n \n \n \n \n \n select * \n from \"postgres\".\"public\".\"distribution_contact\"", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null, "primary_key": [], "time_spine": null}, "model.qualtrics.stg_qualtrics__survey_embedded_data_tmp": {"database": "postgres", "schema": "public_qualtrics_dev", "name": "stg_qualtrics__survey_embedded_data_tmp", "resource_type": "model", "package_name": "qualtrics", "path": "staging/tmp/stg_qualtrics__survey_embedded_data_tmp.sql", "original_file_path": "models/staging/tmp/stg_qualtrics__survey_embedded_data_tmp.sql", "unique_id": "model.qualtrics.stg_qualtrics__survey_embedded_data_tmp", "fqn": ["qualtrics", "staging", "tmp", "stg_qualtrics__survey_embedded_data_tmp"], "alias": "stg_qualtrics__survey_embedded_data_tmp", "checksum": {"name": "sha256", "checksum": "ea2dab3f75ac05682880ffd6856111826e16be2c826e0b5aceb4f37cb83a50dc"}, "config": {"enabled": true, "alias": null, "schema": "qualtrics_dev", "database": null, "tags": ["qualtrics", "fivetran_package", "staging"], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "batch_size": null, "lookback": 1, "begin": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "event_time": null, "concurrent_batches": null, "access": "protected", "freshness": null}, "tags": ["qualtrics", "fivetran_package", "staging"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"tags": ["staging"], "schema": "qualtrics_{{ var('directed_schema','dev') }}", "materialized": "view"}, "created_at": 1764703205.9225624, "relation_name": "\"postgres\".\"public_qualtrics_dev\".\"stg_qualtrics__survey_embedded_data_tmp\"", "raw_code": "{{\n qualtrics_union_data(\n table_identifier='survey_embedded_data', \n database_variable='qualtrics_database', \n schema_variable='qualtrics_schema', \n default_database=target.database,\n default_schema='qualtrics',\n default_variable='survey_embedded_data',\n union_schema_variable='qualtrics_union_schemas',\n union_database_variable='qualtrics_union_databases'\n )\n}}", "doc_blocks": [], "language": "sql", "refs": [], "sources": [["qualtrics", "survey_embedded_data"], ["qualtrics", "survey_embedded_data"]], "metrics": [], "depends_on": {"macros": ["macro.qualtrics.qualtrics_union_data"], "nodes": ["source.qualtrics.qualtrics.survey_embedded_data"]}, "compiled_path": "target/compiled/qualtrics/models/staging/tmp/stg_qualtrics__survey_embedded_data_tmp.sql", "compiled": true, "compiled_code": "\n \n \n \n \n \n select * \n from \"postgres\".\"public\".\"survey_embedded_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, "primary_key": [], "time_spine": null}, "model.qualtrics.stg_qualtrics__survey_version_tmp": {"database": "postgres", "schema": "public_qualtrics_dev", "name": "stg_qualtrics__survey_version_tmp", "resource_type": "model", "package_name": "qualtrics", "path": "staging/tmp/stg_qualtrics__survey_version_tmp.sql", "original_file_path": "models/staging/tmp/stg_qualtrics__survey_version_tmp.sql", "unique_id": "model.qualtrics.stg_qualtrics__survey_version_tmp", "fqn": ["qualtrics", "staging", "tmp", "stg_qualtrics__survey_version_tmp"], "alias": "stg_qualtrics__survey_version_tmp", "checksum": {"name": "sha256", "checksum": "706bfb6486b14a38a37fa7bebdfe1a87654a2ce0bf525ff7ececaca4faa5c485"}, "config": {"enabled": true, "alias": null, "schema": "qualtrics_dev", "database": null, "tags": ["qualtrics", "fivetran_package", "staging"], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "batch_size": null, "lookback": 1, "begin": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "event_time": null, "concurrent_batches": null, "access": "protected", "freshness": null}, "tags": ["qualtrics", "fivetran_package", "staging"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"tags": ["staging"], "schema": "qualtrics_{{ var('directed_schema','dev') }}", "materialized": "view"}, "created_at": 1764703205.9314637, "relation_name": "\"postgres\".\"public_qualtrics_dev\".\"stg_qualtrics__survey_version_tmp\"", "raw_code": "{{\n qualtrics_union_data(\n table_identifier='survey_version', \n database_variable='qualtrics_database', \n schema_variable='qualtrics_schema', \n default_database=target.database,\n default_schema='qualtrics',\n default_variable='survey_version',\n union_schema_variable='qualtrics_union_schemas',\n union_database_variable='qualtrics_union_databases'\n )\n}}", "doc_blocks": [], "language": "sql", "refs": [], "sources": [["qualtrics", "survey_version"], ["qualtrics", "survey_version"]], "metrics": [], "depends_on": {"macros": ["macro.qualtrics.qualtrics_union_data"], "nodes": ["source.qualtrics.qualtrics.survey_version"]}, "compiled_path": "target/compiled/qualtrics/models/staging/tmp/stg_qualtrics__survey_version_tmp.sql", "compiled": true, "compiled_code": "\n \n \n \n \n \n select * \n from \"postgres\".\"public\".\"survey_version\"", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null, "primary_key": [], "time_spine": null}, "model.qualtrics.stg_qualtrics__sub_question_tmp": {"database": "postgres", "schema": "public_qualtrics_dev", "name": "stg_qualtrics__sub_question_tmp", "resource_type": "model", "package_name": "qualtrics", "path": "staging/tmp/stg_qualtrics__sub_question_tmp.sql", "original_file_path": "models/staging/tmp/stg_qualtrics__sub_question_tmp.sql", "unique_id": "model.qualtrics.stg_qualtrics__sub_question_tmp", "fqn": ["qualtrics", "staging", "tmp", 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"extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null, "primary_key": [], "time_spine": null}, "model.qualtrics.stg_qualtrics__core_contact_tmp": {"database": "postgres", "schema": "public_qualtrics_dev", "name": "stg_qualtrics__core_contact_tmp", "resource_type": "model", "package_name": "qualtrics", "path": "staging/tmp/stg_qualtrics__core_contact_tmp.sql", "original_file_path": "models/staging/tmp/stg_qualtrics__core_contact_tmp.sql", "unique_id": "model.qualtrics.stg_qualtrics__core_contact_tmp", "fqn": ["qualtrics", "staging", "tmp", "stg_qualtrics__core_contact_tmp"], "alias": "stg_qualtrics__core_contact_tmp", "checksum": {"name": "sha256", "checksum": "56fc236872a68faa96a8f7e3853f4696e9ba607d980ce5290b0b83def437d10a"}, "config": {"enabled": true, "alias": null, "schema": "qualtrics_dev", "database": null, "tags": ["qualtrics", "fivetran_package", "staging"], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "batch_size": null, "lookback": 1, "begin": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "event_time": null, "concurrent_batches": null, "access": "protected", "freshness": null}, "tags": ["qualtrics", "fivetran_package", "staging"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"tags": ["staging"], "schema": "qualtrics_{{ var('directed_schema','dev') }}", "materialized": "view", "enabled": true}, "created_at": 1764703205.9964223, "relation_name": "\"postgres\".\"public_qualtrics_dev\".\"stg_qualtrics__core_contact_tmp\"", "raw_code": "{{ config(enabled=var('qualtrics__using_core_contacts', false)) }}\n-- can disable \n{{\n qualtrics_union_data(\n table_identifier='core_contact', \n database_variable='qualtrics_database', \n schema_variable='qualtrics_schema', \n default_database=target.database,\n default_schema='qualtrics',\n default_variable='core_contact',\n union_schema_variable='qualtrics_union_schemas',\n union_database_variable='qualtrics_union_databases'\n )\n}}", "doc_blocks": [], "language": "sql", "refs": [], "sources": [["qualtrics", "core_contact"], ["qualtrics", "core_contact"]], "metrics": [], "depends_on": {"macros": ["macro.qualtrics.qualtrics_union_data"], "nodes": ["source.qualtrics.qualtrics.core_contact"]}, "compiled_path": "target/compiled/qualtrics/models/staging/tmp/stg_qualtrics__core_contact_tmp.sql", "compiled": true, "compiled_code": "\n-- can disable \n\n \n \n \n \n \n select * \n from \"postgres\".\"public\".\"core_contact\"", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null, "primary_key": [], "time_spine": null}, "model.qualtrics.stg_qualtrics__distribution_tmp": {"database": "postgres", "schema": "public_qualtrics_dev", "name": "stg_qualtrics__distribution_tmp", "resource_type": "model", "package_name": "qualtrics", "path": "staging/tmp/stg_qualtrics__distribution_tmp.sql", "original_file_path": "models/staging/tmp/stg_qualtrics__distribution_tmp.sql", "unique_id": "model.qualtrics.stg_qualtrics__distribution_tmp", "fqn": ["qualtrics", "staging", "tmp", "stg_qualtrics__distribution_tmp"], "alias": "stg_qualtrics__distribution_tmp", "checksum": {"name": "sha256", "checksum": "15e721965f3252ee7c8499fd9611e81ae68632a211bf7b5b56a4eff3701d485f"}, "config": {"enabled": true, "alias": null, "schema": "qualtrics_dev", "database": null, "tags": ["qualtrics", "fivetran_package", "staging"], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "batch_size": null, "lookback": 1, "begin": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "event_time": null, "concurrent_batches": null, "access": "protected", "freshness": null}, "tags": ["qualtrics", "fivetran_package", "staging"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"tags": ["staging"], "schema": "qualtrics_{{ var('directed_schema','dev') }}", "materialized": "view"}, "created_at": 1764703206.0058813, "relation_name": "\"postgres\".\"public_qualtrics_dev\".\"stg_qualtrics__distribution_tmp\"", "raw_code": "{{\n qualtrics_union_data(\n table_identifier='distribution', \n database_variable='qualtrics_database', \n schema_variable='qualtrics_schema', \n default_database=target.database,\n default_schema='qualtrics',\n default_variable='distribution',\n union_schema_variable='qualtrics_union_schemas',\n union_database_variable='qualtrics_union_databases'\n )\n}}", "doc_blocks": [], "language": "sql", "refs": [], "sources": [["qualtrics", "distribution"], ["qualtrics", "distribution"]], "metrics": [], "depends_on": {"macros": ["macro.qualtrics.qualtrics_union_data"], "nodes": ["source.qualtrics.qualtrics.distribution"]}, "compiled_path": "target/compiled/qualtrics/models/staging/tmp/stg_qualtrics__distribution_tmp.sql", "compiled": true, "compiled_code": "\n \n \n \n \n \n select * \n from \"postgres\".\"public\".\"distribution\"", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null, "primary_key": [], "time_spine": null}, "model.qualtrics.stg_qualtrics__block_question_tmp": {"database": "postgres", "schema": "public_qualtrics_dev", "name": "stg_qualtrics__block_question_tmp", "resource_type": "model", "package_name": "qualtrics", "path": "staging/tmp/stg_qualtrics__block_question_tmp.sql", "original_file_path": "models/staging/tmp/stg_qualtrics__block_question_tmp.sql", "unique_id": "model.qualtrics.stg_qualtrics__block_question_tmp", "fqn": ["qualtrics", "staging", "tmp", "stg_qualtrics__block_question_tmp"], "alias": "stg_qualtrics__block_question_tmp", "checksum": {"name": "sha256", "checksum": "21264d1cb4e871d519797da8f623539d5cf9b38eae999cac75e7f54251efd36d"}, "config": {"enabled": true, "alias": null, "schema": "qualtrics_dev", "database": null, "tags": ["qualtrics", "fivetran_package", "staging"], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "batch_size": null, "lookback": 1, "begin": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "event_time": null, "concurrent_batches": null, "access": "protected", "freshness": null}, "tags": ["qualtrics", "fivetran_package", "staging"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"tags": ["staging"], "schema": "qualtrics_{{ var('directed_schema','dev') }}", "materialized": "view"}, "created_at": 1764703206.0137334, "relation_name": "\"postgres\".\"public_qualtrics_dev\".\"stg_qualtrics__block_question_tmp\"", "raw_code": "{{\n qualtrics_union_data(\n table_identifier='block_question', \n database_variable='qualtrics_database', \n schema_variable='qualtrics_schema', \n default_database=target.database,\n default_schema='qualtrics',\n default_variable='block_question',\n union_schema_variable='qualtrics_union_schemas',\n union_database_variable='qualtrics_union_databases'\n )\n}}", "doc_blocks": [], "language": "sql", "refs": [], "sources": [["qualtrics", "block_question"], ["qualtrics", "block_question"]], "metrics": [], "depends_on": {"macros": ["macro.qualtrics.qualtrics_union_data"], "nodes": ["source.qualtrics.qualtrics.block_question"]}, "compiled_path": "target/compiled/qualtrics/models/staging/tmp/stg_qualtrics__block_question_tmp.sql", "compiled": true, "compiled_code": "\n \n \n \n \n \n select * \n from \"postgres\".\"public\".\"block_question\"", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null, "primary_key": [], "time_spine": null}, "model.qualtrics.stg_qualtrics__user_tmp": {"database": "postgres", "schema": "public_qualtrics_dev", "name": "stg_qualtrics__user_tmp", "resource_type": "model", "package_name": "qualtrics", "path": "staging/tmp/stg_qualtrics__user_tmp.sql", "original_file_path": "models/staging/tmp/stg_qualtrics__user_tmp.sql", "unique_id": "model.qualtrics.stg_qualtrics__user_tmp", "fqn": ["qualtrics", "staging", "tmp", "stg_qualtrics__user_tmp"], "alias": "stg_qualtrics__user_tmp", "checksum": {"name": "sha256", "checksum": "e586490536ef59fdc520f1ccda26b5be476db17443b908885dd9074b96e0e36d"}, "config": {"enabled": true, "alias": null, "schema": "qualtrics_dev", "database": null, "tags": ["qualtrics", "fivetran_package", "staging"], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "batch_size": null, "lookback": 1, "begin": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "event_time": null, "concurrent_batches": null, "access": "protected", "freshness": null}, "tags": ["qualtrics", "fivetran_package", "staging"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"tags": ["staging"], "schema": "qualtrics_{{ var('directed_schema','dev') }}", "materialized": "view"}, "created_at": 1764703206.0216136, "relation_name": "\"postgres\".\"public_qualtrics_dev\".\"stg_qualtrics__user_tmp\"", "raw_code": "{{\n qualtrics_union_data(\n table_identifier='user', \n database_variable='qualtrics_database', \n schema_variable='qualtrics_schema', \n default_database=target.database,\n default_schema='qualtrics',\n default_variable='user',\n union_schema_variable='qualtrics_union_schemas',\n union_database_variable='qualtrics_union_databases'\n )\n}}", "doc_blocks": [], "language": "sql", "refs": [], "sources": [["qualtrics", "user"], ["qualtrics", "user"]], "metrics": [], "depends_on": {"macros": ["macro.qualtrics.qualtrics_union_data"], "nodes": ["source.qualtrics.qualtrics.user"]}, "compiled_path": "target/compiled/qualtrics/models/staging/tmp/stg_qualtrics__user_tmp.sql", "compiled": true, "compiled_code": "\n \n \n \n \n \n select * \n from \"postgres\".\"public\".\"user\"", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null, "primary_key": [], "time_spine": null}, "model.qualtrics.stg_qualtrics__question_tmp": {"database": "postgres", "schema": "public_qualtrics_dev", "name": "stg_qualtrics__question_tmp", "resource_type": "model", "package_name": "qualtrics", "path": "staging/tmp/stg_qualtrics__question_tmp.sql", "original_file_path": "models/staging/tmp/stg_qualtrics__question_tmp.sql", "unique_id": "model.qualtrics.stg_qualtrics__question_tmp", "fqn": ["qualtrics", "staging", "tmp", "stg_qualtrics__question_tmp"], "alias": "stg_qualtrics__question_tmp", "checksum": {"name": "sha256", "checksum": "3b485f1288281d5ac7a29944636b4f221155b65e5d281e13a95ec0c6021e93f2"}, "config": {"enabled": true, "alias": null, "schema": "qualtrics_dev", "database": null, "tags": ["qualtrics", "fivetran_package", "staging"], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "batch_size": null, "lookback": 1, "begin": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "event_time": null, "concurrent_batches": null, "access": "protected", "freshness": null}, "tags": ["qualtrics", "fivetran_package", "staging"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"tags": ["staging"], "schema": "qualtrics_{{ var('directed_schema','dev') }}", "materialized": "view"}, "created_at": 1764703206.029741, "relation_name": "\"postgres\".\"public_qualtrics_dev\".\"stg_qualtrics__question_tmp\"", "raw_code": "{{\n qualtrics_union_data(\n table_identifier='question', \n database_variable='qualtrics_database', \n schema_variable='qualtrics_schema', \n default_database=target.database,\n default_schema='qualtrics',\n default_variable='question',\n union_schema_variable='qualtrics_union_schemas',\n union_database_variable='qualtrics_union_databases'\n )\n}}", "doc_blocks": [], "language": "sql", "refs": [], "sources": [["qualtrics", "question"], ["qualtrics", "question"]], "metrics": [], "depends_on": {"macros": ["macro.qualtrics.qualtrics_union_data"], "nodes": ["source.qualtrics.qualtrics.question"]}, "compiled_path": "target/compiled/qualtrics/models/staging/tmp/stg_qualtrics__question_tmp.sql", "compiled": true, "compiled_code": "\n \n \n \n \n \n select * \n from \"postgres\".\"public\".\"question\"", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null, "primary_key": [], "time_spine": null}, "model.qualtrics.int_qualtrics__contacts": {"database": "postgres", "schema": "public_qualtrics_dev", "name": "int_qualtrics__contacts", "resource_type": "model", "package_name": "qualtrics", "path": "intermediate/int_qualtrics__contacts.sql", "original_file_path": "models/intermediate/int_qualtrics__contacts.sql", "unique_id": "model.qualtrics.int_qualtrics__contacts", "fqn": ["qualtrics", "intermediate", "int_qualtrics__contacts"], "alias": "int_qualtrics__contacts", "checksum": {"name": "sha256", "checksum": "25914944f3627fc2c19040b022221c5d3f979489b1d1e1c05c3111249046158c"}, "config": {"enabled": true, "alias": null, "schema": "qualtrics_dev", "database": null, "tags": ["qualtrics", "fivetran_package"], "meta": {}, "group": null, "materialized": "ephemeral", "incremental_strategy": null, "batch_size": null, "lookback": 1, "begin": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "event_time": null, "concurrent_batches": null, "access": "protected", "freshness": null}, "tags": ["qualtrics", "fivetran_package"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"tags": ["qualtrics", "fivetran_package"], "schema": "qualtrics_{{ var('directed_schema','dev') }}", "materialized": "ephemeral"}, "created_at": 1764703206.0378008, "relation_name": null, "raw_code": "{# \nThis model unions together contacts from the XM Directory and Research Core Contact endpoints.\nResearch Core contacts will be deprecated in 2023 by Qualtrics\n#}\nwith directory_contact as (\n\n select *\n from {{ ref('stg_qualtrics__directory_contact') }}\n),\n\ncontact_mailing_list_membership as (\n\n select * \n from {{ ref('stg_qualtrics__contact_mailing_list_membership') }}\n),\n\n-- in XM directory a contact can belong to multiple mailing lists within a directory\n-- need to split counts and string_aggs on redshift \ncount_mailing_lists as (\n\n select \n directory_id,\n contact_id,\n source_relation,\n count(distinct case when not is_unsubscribed then mailing_list_id else null end) as count_mailing_lists_subscribed_to,\n count(distinct case when is_unsubscribed then mailing_list_id else null end) as count_mailing_lists_unsubscribed_from\n\n from contact_mailing_list_membership\n group by 1,2,3\n),\n\n-- in XM directory a contact can belong to multiple mailing lists within a directory\n-- need to split counts and string_aggs on redshift \nagg_mailing_lists as (\n\n select \n directory_id,\n contact_id,\n source_relation,\n {{ fivetran_utils.string_agg('mailing_list_id', \"', '\") }} as mailing_list_ids\n\n from contact_mailing_list_membership\n group by 1,2,3\n),\n\ndirectory_contact_join as (\n\n select\n directory_contact.*,\n count_mailing_lists.count_mailing_lists_subscribed_to,\n count_mailing_lists.count_mailing_lists_unsubscribed_from,\n agg_mailing_lists.mailing_list_ids\n from directory_contact\n left join agg_mailing_lists\n on directory_contact.contact_id = agg_mailing_lists.contact_id\n and directory_contact.directory_id = agg_mailing_lists.directory_id \n and directory_contact.source_relation = agg_mailing_lists.source_relation\n left join count_mailing_lists\n on directory_contact.contact_id = count_mailing_lists.contact_id\n and directory_contact.directory_id = count_mailing_lists.directory_id \n and directory_contact.source_relation = count_mailing_lists.source_relation\n),\n\n{% if var('qualtrics__using_core_contacts', false) %}\ncore_contact as (\n\n select *\n from {{ ref('stg_qualtrics__core_contact') }}\n),\n\n-- Roll up mailing lists since contacts in the XM directory endpoint can belong to multiple (or none)\n-- need to split counts and string_aggs on redshift \ncount_core_mailing_lists as (\n\n select \n contact_id,\n source_relation,\n count(distinct case when not is_unsubscribed then mailing_list_id else null end) as count_mailing_lists_subscribed_to,\n count(distinct case when is_unsubscribed then mailing_list_id else null end) as count_mailing_lists_unsubscribed_from\n\n from core_contact\n group by 1,2\n),\n\n-- Roll up mailing lists since contacts in the XM directory endpoint can belong to multiple (or none)\n-- need to split counts and string_aggs on redshift \nagg_core_mailing_lists as (\n\n select \n contact_id,\n source_relation,\n {{ fivetran_utils.string_agg('mailing_list_id', \"', '\") }} as mailing_list_ids\n\n from core_contact\n group by 1,2\n),\n\ncore_contact_join as (\n\n select\n core_contact.*,\n count_core_mailing_lists.count_mailing_lists_subscribed_to,\n count_core_mailing_lists.count_mailing_lists_unsubscribed_from,\n agg_core_mailing_lists.mailing_list_ids\n from core_contact\n left join agg_core_mailing_lists\n on core_contact.contact_id = agg_core_mailing_lists.contact_id\n and core_contact.source_relation = agg_core_mailing_lists.source_relation\n left join count_core_mailing_lists\n on core_contact.contact_id = count_core_mailing_lists.contact_id\n and core_contact.source_relation = count_core_mailing_lists.source_relation\n),\n\nfinal as (\n\n select\n contact_id,\n false as is_xm_directory_contact,\n true as is_research_core_contact,\n null as directory_id,\n email,\n email_domain,\n first_name,\n last_name,\n external_data_reference,\n language,\n null as is_unsubscribed_from_directory,\n null as unsubscribed_from_directory_at,\n null as last_modified_at,\n mailing_list_ids,\n count_mailing_lists_subscribed_to,\n count_mailing_lists_unsubscribed_from,\n _fivetran_synced as created_at,\n source_relation\n\n {% if var('qualtrics__directory_contact_pass_through_columns', none) %}\n {% for field in var('qualtrics__directory_contact_pass_through_columns') %}\n , null as {{ field.alias if field.alias else field.name }}\n {% endfor %}\n {% endif %}\n\n {{ fivetran_utils.persist_pass_through_columns(pass_through_variable='qualtrics__core_contact_pass_through_columns', identifier='core_contact_join') }}\n\n\n from core_contact_join\n union all \n\n{% else %}\nfinal as (\n{% endif %}\n\n select\n contact_id,\n true as is_xm_directory_contact,\n false as is_research_core_contact,\n directory_id,\n email,\n email_domain,\n first_name,\n last_name,\n ext_ref as external_data_reference,\n language,\n is_unsubscribed_from_directory,\n unsubscribed_from_directory_at,\n last_modified_at,\n mailing_list_ids,\n count_mailing_lists_subscribed_to,\n count_mailing_lists_unsubscribed_from,\n created_at,\n source_relation\n {{ fivetran_utils.persist_pass_through_columns(pass_through_variable='qualtrics__directory_contact_pass_through_columns') }}\n\n {% if var('qualtrics__core_contact_pass_through_columns', none) %}\n {% for field in var('qualtrics__core_contact_pass_through_columns') %}\n , null as {{ field.alias if field.alias else field.name }}\n {% endfor %}\n {% endif %}\n\n from directory_contact_join\n)\n\nselect *\nfrom final", "doc_blocks": [], "language": "sql", "refs": [{"name": "stg_qualtrics__directory_contact", "package": null, "version": null}, {"name": "stg_qualtrics__contact_mailing_list_membership", "package": null, "version": null}, {"name": "stg_qualtrics__core_contact", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.string_agg", "macro.fivetran_utils.persist_pass_through_columns"], "nodes": ["model.qualtrics.stg_qualtrics__directory_contact", "model.qualtrics.stg_qualtrics__contact_mailing_list_membership", "model.qualtrics.stg_qualtrics__core_contact"]}, "compiled_path": "target/compiled/qualtrics/models/intermediate/int_qualtrics__contacts.sql", "compiled": true, "compiled_code": "\nwith directory_contact as (\n\n select *\n from \"postgres\".\"public_qualtrics_dev\".\"stg_qualtrics__directory_contact\"\n),\n\ncontact_mailing_list_membership as (\n\n select * \n from \"postgres\".\"public_qualtrics_dev\".\"stg_qualtrics__contact_mailing_list_membership\"\n),\n\n-- in XM directory a contact can belong to multiple mailing lists within a directory\n-- need to split counts and string_aggs on redshift \ncount_mailing_lists as (\n\n select \n directory_id,\n contact_id,\n source_relation,\n count(distinct case when not is_unsubscribed then mailing_list_id else null end) as count_mailing_lists_subscribed_to,\n count(distinct case when is_unsubscribed then mailing_list_id else null end) as count_mailing_lists_unsubscribed_from\n\n from contact_mailing_list_membership\n group by 1,2,3\n),\n\n-- in XM directory a contact can belong to multiple mailing lists within a directory\n-- need to split counts and string_aggs on redshift \nagg_mailing_lists as (\n\n select \n directory_id,\n contact_id,\n source_relation,\n \n string_agg(mailing_list_id, ', ')\n\n as mailing_list_ids\n\n from contact_mailing_list_membership\n group by 1,2,3\n),\n\ndirectory_contact_join as (\n\n select\n directory_contact.*,\n count_mailing_lists.count_mailing_lists_subscribed_to,\n count_mailing_lists.count_mailing_lists_unsubscribed_from,\n agg_mailing_lists.mailing_list_ids\n from directory_contact\n left join agg_mailing_lists\n on directory_contact.contact_id = agg_mailing_lists.contact_id\n and directory_contact.directory_id = agg_mailing_lists.directory_id \n and directory_contact.source_relation = agg_mailing_lists.source_relation\n left join count_mailing_lists\n on directory_contact.contact_id = count_mailing_lists.contact_id\n and directory_contact.directory_id = count_mailing_lists.directory_id \n and directory_contact.source_relation = count_mailing_lists.source_relation\n),\n\n\ncore_contact as (\n\n select *\n from \"postgres\".\"public_qualtrics_dev\".\"stg_qualtrics__core_contact\"\n),\n\n-- Roll up mailing lists since contacts in the XM directory endpoint can belong to multiple (or none)\n-- need to split counts and string_aggs on redshift \ncount_core_mailing_lists as (\n\n select \n contact_id,\n source_relation,\n count(distinct case when not is_unsubscribed then mailing_list_id else null end) as count_mailing_lists_subscribed_to,\n count(distinct case when is_unsubscribed then mailing_list_id else null end) as count_mailing_lists_unsubscribed_from\n\n from core_contact\n group by 1,2\n),\n\n-- Roll up mailing lists since contacts in the XM directory endpoint can belong to multiple (or none)\n-- need to split counts and string_aggs on redshift \nagg_core_mailing_lists as (\n\n select \n contact_id,\n source_relation,\n \n string_agg(mailing_list_id, ', ')\n\n as mailing_list_ids\n\n from core_contact\n group by 1,2\n),\n\ncore_contact_join as (\n\n select\n core_contact.*,\n count_core_mailing_lists.count_mailing_lists_subscribed_to,\n count_core_mailing_lists.count_mailing_lists_unsubscribed_from,\n agg_core_mailing_lists.mailing_list_ids\n from core_contact\n left join agg_core_mailing_lists\n on core_contact.contact_id = agg_core_mailing_lists.contact_id\n and core_contact.source_relation = agg_core_mailing_lists.source_relation\n left join count_core_mailing_lists\n on core_contact.contact_id = count_core_mailing_lists.contact_id\n and core_contact.source_relation = count_core_mailing_lists.source_relation\n),\n\nfinal as (\n\n select\n contact_id,\n false as is_xm_directory_contact,\n true as is_research_core_contact,\n null as directory_id,\n email,\n email_domain,\n first_name,\n last_name,\n external_data_reference,\n language,\n null as is_unsubscribed_from_directory,\n null as unsubscribed_from_directory_at,\n null as last_modified_at,\n mailing_list_ids,\n count_mailing_lists_subscribed_to,\n count_mailing_lists_unsubscribed_from,\n _fivetran_synced as created_at,\n source_relation\n\n \n\n \n\n\n\n\n\n\n from core_contact_join\n union all \n\n\n\n select\n contact_id,\n true as is_xm_directory_contact,\n false as is_research_core_contact,\n directory_id,\n email,\n email_domain,\n first_name,\n last_name,\n ext_ref as external_data_reference,\n language,\n is_unsubscribed_from_directory,\n unsubscribed_from_directory_at,\n last_modified_at,\n mailing_list_ids,\n count_mailing_lists_subscribed_to,\n count_mailing_lists_unsubscribed_from,\n created_at,\n source_relation\n \n\n\n\n\n\n \n\n from directory_contact_join\n)\n\nselect *\nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null, "primary_key": [], "time_spine": null}, "model.qualtrics.int_qualtrics__question": {"database": "postgres", "schema": "public_qualtrics_dev", "name": "int_qualtrics__question", "resource_type": "model", "package_name": "qualtrics", "path": "intermediate/int_qualtrics__question.sql", "original_file_path": "models/intermediate/int_qualtrics__question.sql", "unique_id": "model.qualtrics.int_qualtrics__question", "fqn": ["qualtrics", "intermediate", "int_qualtrics__question"], "alias": "int_qualtrics__question", "checksum": {"name": "sha256", "checksum": "de82d045b942cb06b01eefc0b37494e2eb73f0e5f676a97c0b0c0dc1a6deba26"}, "config": {"enabled": true, "alias": null, "schema": "qualtrics_dev", "database": null, "tags": ["qualtrics", "fivetran_package"], "meta": {}, "group": null, "materialized": "ephemeral", "incremental_strategy": null, "batch_size": null, "lookback": 1, "begin": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "event_time": null, "concurrent_batches": null, "access": "protected", "freshness": null}, "tags": ["qualtrics", "fivetran_package"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"tags": ["qualtrics", "fivetran_package"], "schema": "qualtrics_{{ var('directed_schema','dev') }}", "materialized": "ephemeral"}, "created_at": 1764703206.056988, "relation_name": null, "raw_code": "with question as (\n\n select *\n from {{ ref('stg_qualtrics__question') }}\n),\n\nblock_question as (\n\n select *\n from {{ ref('stg_qualtrics__block_question') }}\n where not coalesce(is_deleted, false) -- lets get rid of deleted questions\n),\n\nblock as (\n\n select *\n from {{ ref('stg_qualtrics__block') }}\n),\n\nsub_question as (\n \n select *\n from {{ ref('stg_qualtrics__sub_question') }}\n),\n\nquestion_join as (\n\n select\n question.question_id,\n {{ dbt.split_part('question.question_id', \"'#'\", 1) }} as parent_question_id,\n question.question_text,\n question.survey_id,\n question.question_description,\n question.question_description_option,\n sub_question.key as sub_question_key,\n sub_question.text as sub_question_text,\n question.question_type,\n question.selector,\n question.sub_selector,\n question.is_data_hidden,\n question.is_data_private,\n question.is_deleted as is_question_deleted,\n question.validation_setting_force_response,\n question.validation_setting_force_response_type,\n question.validation_setting_type,\n question.data_export_tag,\n sub_question.choice_data_export_tag,\n block.block_id,\n block.description as block_description,\n block.randomize_questions as block_question_randomization,\n block.type as block_type,\n block.block_visibility,\n block.is_locked as is_block_locked,\n block.is_deleted as is_block_deleted,\n question.next_answer_id,\n question.next_choice_id,\n question.source_relation\n\n from question\n left join sub_question\n on question.question_id = sub_question.question_id {# this will fan out the grain from question_id to question_id+sub_question_key#}\n and question.survey_id = sub_question.survey_id\n and question.source_relation = sub_question.source_relation\n \n left join block_question\n on question.question_id = block_question.question_id\n and question.survey_id = block_question.survey_id\n and question.source_relation = block_question.source_relation\n\n left join block\n on block_question.block_id = block.block_id\n and block_question.survey_id = block.survey_id\n and block_question.source_relation = block.source_relation\n\n)\n\nselect *\nfrom question_join", "doc_blocks": [], "language": "sql", "refs": [{"name": "stg_qualtrics__question", "package": null, "version": null}, {"name": "stg_qualtrics__block_question", "package": null, "version": null}, {"name": "stg_qualtrics__block", "package": null, "version": null}, {"name": "stg_qualtrics__sub_question", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.split_part"], "nodes": ["model.qualtrics.stg_qualtrics__question", "model.qualtrics.stg_qualtrics__block_question", "model.qualtrics.stg_qualtrics__block", "model.qualtrics.stg_qualtrics__sub_question"]}, "compiled_path": "target/compiled/qualtrics/models/intermediate/int_qualtrics__question.sql", "compiled": true, "compiled_code": "with question as (\n\n select *\n from \"postgres\".\"public_qualtrics_dev\".\"stg_qualtrics__question\"\n),\n\nblock_question as (\n\n select *\n from \"postgres\".\"public_qualtrics_dev\".\"stg_qualtrics__block_question\"\n where not coalesce(is_deleted, false) -- lets get rid of deleted questions\n),\n\nblock as (\n\n select *\n from \"postgres\".\"public_qualtrics_dev\".\"stg_qualtrics__block\"\n),\n\nsub_question as (\n \n select *\n from \"postgres\".\"public_qualtrics_dev\".\"stg_qualtrics__sub_question\"\n),\n\nquestion_join as (\n\n select\n question.question_id,\n \n\n \n \n\n split_part(\n question.question_id,\n '#',\n 1\n )\n\n\n \n\n as parent_question_id,\n question.question_text,\n question.survey_id,\n question.question_description,\n question.question_description_option,\n sub_question.key as sub_question_key,\n sub_question.text as sub_question_text,\n question.question_type,\n question.selector,\n question.sub_selector,\n question.is_data_hidden,\n question.is_data_private,\n question.is_deleted as is_question_deleted,\n question.validation_setting_force_response,\n question.validation_setting_force_response_type,\n question.validation_setting_type,\n question.data_export_tag,\n sub_question.choice_data_export_tag,\n block.block_id,\n block.description as block_description,\n block.randomize_questions as block_question_randomization,\n block.type as block_type,\n block.block_visibility,\n block.is_locked as is_block_locked,\n block.is_deleted as is_block_deleted,\n question.next_answer_id,\n question.next_choice_id,\n question.source_relation\n\n from question\n left join sub_question\n on question.question_id = sub_question.question_id \n and question.survey_id = sub_question.survey_id\n and question.source_relation = sub_question.source_relation\n \n left join block_question\n on question.question_id = block_question.question_id\n and question.survey_id = block_question.survey_id\n and question.source_relation = block_question.source_relation\n\n left join block\n on block_question.block_id = block.block_id\n and block_question.survey_id = block.survey_id\n and block_question.source_relation = block.source_relation\n\n)\n\nselect *\nfrom question_join", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null, "primary_key": [], "time_spine": null}, "model.qualtrics.int_qualtrics__responses": {"database": "postgres", "schema": "public_qualtrics_dev", "name": "int_qualtrics__responses", "resource_type": "model", "package_name": "qualtrics", "path": "intermediate/int_qualtrics__responses.sql", "original_file_path": "models/intermediate/int_qualtrics__responses.sql", "unique_id": "model.qualtrics.int_qualtrics__responses", "fqn": ["qualtrics", "intermediate", "int_qualtrics__responses"], "alias": "int_qualtrics__responses", "checksum": {"name": "sha256", "checksum": "0612947f3edc34ba74e2520c3895cb7670750947d62869ea78005c06cf56ac17"}, "config": {"enabled": true, "alias": null, "schema": "qualtrics_dev", "database": null, "tags": ["qualtrics", "fivetran_package"], "meta": {}, "group": null, "materialized": "ephemeral", "incremental_strategy": null, "batch_size": null, "lookback": 1, "begin": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "event_time": null, "concurrent_batches": null, "access": "protected", "freshness": null}, "tags": ["qualtrics", "fivetran_package"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"tags": ["qualtrics", "fivetran_package"], "schema": "qualtrics_{{ var('directed_schema','dev') }}", "materialized": "ephemeral"}, "created_at": 1764703206.064932, "relation_name": null, "raw_code": "with question_response as (\n\n select *\n from {{ ref('stg_qualtrics__question_response') }}\n),\n\nsurvey_response as (\n\n select *\n from {{ ref('stg_qualtrics__survey_response') }}\n),\n\nresponse_join as (\n\n select \n question_response._fivetran_id as question_response_id,\n question_response.response_id as survey_response_id,\n survey_response.survey_id,\n question_response.question_id,\n question_response.question as question_text,\n question_response.sub_question_key,\n question_response.sub_question_text,\n question_response.question_option_key,\n question_response.value,\n question_response.response_text,\n question_response.loop_id,\n survey_response.distribution_channel,\n survey_response.status as survey_response_status,\n survey_response.progress as survey_progress,\n survey_response.duration_in_seconds,\n survey_response.is_finished as is_finished_with_survey,\n survey_response.finished_at as survey_finished_at,\n survey_response.last_modified_at as survey_response_last_modified_at,\n survey_response.recorded_date as survey_response_recorded_at,\n survey_response.started_at as survey_response_started_at,\n survey_response.recipient_email,\n survey_response.recipient_first_name,\n survey_response.recipient_last_name,\n survey_response.user_language,\n survey_response.ip_address,\n survey_response.location_latitude,\n survey_response.location_longitude,\n question_response.source_relation\n \n from question_response \n inner join survey_response -- every question response will belong to an overall \"survey response\"\n on question_response.response_id = survey_response.response_id\n and question_response.source_relation = survey_response.source_relation\n \n)\n\nselect *\nfrom response_join", "doc_blocks": [], "language": "sql", "refs": [{"name": "stg_qualtrics__question_response", "package": null, "version": null}, {"name": "stg_qualtrics__survey_response", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": ["model.qualtrics.stg_qualtrics__question_response", "model.qualtrics.stg_qualtrics__survey_response"]}, "compiled_path": "target/compiled/qualtrics/models/intermediate/int_qualtrics__responses.sql", "compiled": true, "compiled_code": "with question_response as (\n\n select *\n from \"postgres\".\"public_qualtrics_dev\".\"stg_qualtrics__question_response\"\n),\n\nsurvey_response as (\n\n select *\n from \"postgres\".\"public_qualtrics_dev\".\"stg_qualtrics__survey_response\"\n),\n\nresponse_join as (\n\n select \n question_response._fivetran_id as question_response_id,\n question_response.response_id as survey_response_id,\n survey_response.survey_id,\n question_response.question_id,\n question_response.question as question_text,\n question_response.sub_question_key,\n question_response.sub_question_text,\n question_response.question_option_key,\n question_response.value,\n question_response.response_text,\n question_response.loop_id,\n survey_response.distribution_channel,\n survey_response.status as survey_response_status,\n survey_response.progress as survey_progress,\n survey_response.duration_in_seconds,\n survey_response.is_finished as is_finished_with_survey,\n survey_response.finished_at as survey_finished_at,\n survey_response.last_modified_at as survey_response_last_modified_at,\n survey_response.recorded_date as survey_response_recorded_at,\n survey_response.started_at as survey_response_started_at,\n survey_response.recipient_email,\n survey_response.recipient_first_name,\n survey_response.recipient_last_name,\n survey_response.user_language,\n survey_response.ip_address,\n survey_response.location_latitude,\n survey_response.location_longitude,\n question_response.source_relation\n \n from question_response \n inner join survey_response -- every question response will belong to an overall \"survey response\"\n on question_response.response_id = survey_response.response_id\n and question_response.source_relation = survey_response.source_relation\n \n)\n\nselect *\nfrom response_join", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null, "primary_key": [], "time_spine": null}, "model.qualtrics.int_qualtrics__survey_embedded_data": {"database": "postgres", "schema": "public_qualtrics_dev", "name": "int_qualtrics__survey_embedded_data", "resource_type": "model", "package_name": "qualtrics", "path": "intermediate/int_qualtrics__survey_embedded_data.sql", "original_file_path": "models/intermediate/int_qualtrics__survey_embedded_data.sql", "unique_id": "model.qualtrics.int_qualtrics__survey_embedded_data", "fqn": ["qualtrics", "intermediate", "int_qualtrics__survey_embedded_data"], "alias": "int_qualtrics__survey_embedded_data", "checksum": {"name": "sha256", "checksum": "0338bd3a5d0a42343d7278c56729d60eeee6b5ce975c4fa097044a5395966010"}, "config": {"enabled": true, "alias": null, "schema": "qualtrics_dev", "database": null, "tags": ["qualtrics", "fivetran_package"], "meta": {}, "group": null, "materialized": "ephemeral", "incremental_strategy": null, "batch_size": null, "lookback": 1, "begin": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "event_time": null, "concurrent_batches": null, "access": "protected", "freshness": null}, "tags": ["qualtrics", "fivetran_package"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"tags": ["qualtrics", "fivetran_package"], "schema": "qualtrics_{{ var('directed_schema','dev') }}", "materialized": "ephemeral"}, "created_at": 1764703206.0689592, "relation_name": null, "raw_code": "with survey_embedded_data as (\n\n select *\n from {{ ref('stg_qualtrics__survey_embedded_data') }}\n),\n\njsonify as (\n\n select\n response_id, -- survey_response\n source_relation,\n '{' || {{ fivetran_utils.string_agg('key || ' ~ \"':'\" ~ ' || value', \"', '\") }} || '}' as embedded_data\n from survey_embedded_data\n group by 1,2\n)\n\nselect \n response_id,\n source_relation,\n embedded_data\nfrom jsonify \ngroup by 1,2,3", "doc_blocks": [], "language": "sql", "refs": [{"name": "stg_qualtrics__survey_embedded_data", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.string_agg"], "nodes": ["model.qualtrics.stg_qualtrics__survey_embedded_data"]}, "compiled_path": "target/compiled/qualtrics/models/intermediate/int_qualtrics__survey_embedded_data.sql", "compiled": true, "compiled_code": "with survey_embedded_data as (\n\n select *\n from \"postgres\".\"public_qualtrics_dev\".\"stg_qualtrics__survey_embedded_data\"\n),\n\njsonify as (\n\n select\n response_id, -- survey_response\n source_relation,\n '{' || \n string_agg(key || ':' || value, ', ')\n\n || '}' as embedded_data\n from survey_embedded_data\n group by 1,2\n)\n\nselect \n response_id,\n source_relation,\n embedded_data\nfrom jsonify \ngroup by 1,2,3", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null, "primary_key": [], "time_spine": null}, "model.qualtrics.int_qualtrics__survey": {"database": "postgres", "schema": "public_qualtrics_dev", "name": "int_qualtrics__survey", "resource_type": "model", "package_name": "qualtrics", "path": "intermediate/int_qualtrics__survey.sql", "original_file_path": "models/intermediate/int_qualtrics__survey.sql", "unique_id": "model.qualtrics.int_qualtrics__survey", "fqn": ["qualtrics", "intermediate", "int_qualtrics__survey"], "alias": "int_qualtrics__survey", "checksum": {"name": "sha256", "checksum": "e8246bab7fc02a8b9a21ffe02e1bff28212af9388de190090b689376b14f0021"}, "config": {"enabled": true, "alias": null, "schema": "qualtrics_dev", "database": null, "tags": ["qualtrics", "fivetran_package"], "meta": {}, "group": null, "materialized": "ephemeral", "incremental_strategy": null, "batch_size": null, "lookback": 1, "begin": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "event_time": null, "concurrent_batches": null, "access": "protected", "freshness": null}, "tags": ["qualtrics", "fivetran_package"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"tags": ["qualtrics", "fivetran_package"], "schema": "qualtrics_{{ var('directed_schema','dev') }}", "materialized": "ephemeral"}, "created_at": 1764703206.0759382, "relation_name": null, "raw_code": "with survey as (\n\n select *\n from {{ ref('stg_qualtrics__survey') }}\n),\n\nqualtrics_user as (\n\n select *\n from {{ ref('stg_qualtrics__user') }}\n),\n\nsurvey_version as (\n\n select *\n from {{ ref('stg_qualtrics__survey_version') }}\n),\n\nlatest_version as (\n\n select *\n from survey_version \n where is_published\n),\n\nagg_versions as (\n\n select \n survey_id,\n source_relation,\n count(distinct version_number) as count_published_versions\n from survey_version\n where was_published and not is_deleted\n group by 1,2\n),\n\nsurvey_join as (\n\n select\n\n survey.*,\n latest_version.version_id,\n latest_version.version_number,\n latest_version.version_description,\n latest_version.created_at as survey_version_created_at,\n agg_versions.count_published_versions,\n latest_version.publisher_user_id,\n version_publisher.email as publisher_email, \n creator.email as creator_email,\n owner.email as owner_email\n\n from survey\n left join latest_version\n on survey.survey_id = latest_version.survey_id\n and survey.source_relation = latest_version.source_relation\n left join qualtrics_user as version_publisher\n on latest_version.publisher_user_id = version_publisher.user_id\n and latest_version.source_relation = version_publisher.source_relation\n left join qualtrics_user as owner\n on survey.owner_user_id = owner.user_id\n and survey.source_relation = owner.source_relation\n left join qualtrics_user as creator\n on survey.creator_user_id = creator.user_id\n and survey.source_relation = creator.source_relation\n left join agg_versions \n on survey.survey_id = agg_versions.survey_id\n and survey.source_relation = agg_versions.source_relation\n)\n\nselect *\nfrom survey_join", "doc_blocks": [], "language": "sql", "refs": [{"name": "stg_qualtrics__survey", "package": null, "version": null}, {"name": "stg_qualtrics__user", "package": null, "version": null}, {"name": "stg_qualtrics__survey_version", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": ["model.qualtrics.stg_qualtrics__survey", "model.qualtrics.stg_qualtrics__user", "model.qualtrics.stg_qualtrics__survey_version"]}, "compiled_path": "target/compiled/qualtrics/models/intermediate/int_qualtrics__survey.sql", "compiled": true, "compiled_code": "with survey as (\n\n select *\n from \"postgres\".\"public_qualtrics_dev\".\"stg_qualtrics__survey\"\n),\n\nqualtrics_user as (\n\n select *\n from \"postgres\".\"public_qualtrics_dev\".\"stg_qualtrics__user\"\n),\n\nsurvey_version as (\n\n select *\n from \"postgres\".\"public_qualtrics_dev\".\"stg_qualtrics__survey_version\"\n),\n\nlatest_version as (\n\n select *\n from survey_version \n where is_published\n),\n\nagg_versions as (\n\n select \n survey_id,\n source_relation,\n count(distinct version_number) as count_published_versions\n from survey_version\n where was_published and not is_deleted\n group by 1,2\n),\n\nsurvey_join as (\n\n select\n\n survey.*,\n latest_version.version_id,\n latest_version.version_number,\n latest_version.version_description,\n latest_version.created_at as survey_version_created_at,\n agg_versions.count_published_versions,\n latest_version.publisher_user_id,\n version_publisher.email as publisher_email, \n creator.email as creator_email,\n owner.email as owner_email\n\n from survey\n left join latest_version\n on survey.survey_id = latest_version.survey_id\n and survey.source_relation = latest_version.source_relation\n left join qualtrics_user as version_publisher\n on latest_version.publisher_user_id = version_publisher.user_id\n and latest_version.source_relation = version_publisher.source_relation\n left join qualtrics_user as owner\n on survey.owner_user_id = owner.user_id\n and survey.source_relation = owner.source_relation\n left join qualtrics_user as creator\n on survey.creator_user_id = creator.user_id\n and survey.source_relation = creator.source_relation\n left join agg_versions \n on survey.survey_id = agg_versions.survey_id\n and survey.source_relation = agg_versions.source_relation\n)\n\nselect *\nfrom survey_join", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null, "primary_key": [], "time_spine": null}, "test.qualtrics.not_null_stg_qualtrics__user_user_id.816e912ff9": {"database": "postgres", "schema": "public_dbt_test__audit", "name": "not_null_stg_qualtrics__user_user_id", "resource_type": "test", "package_name": "qualtrics", "path": "not_null_stg_qualtrics__user_user_id.sql", "original_file_path": "models/staging/stg_qualtrics.yml", "unique_id": "test.qualtrics.not_null_stg_qualtrics__user_user_id.816e912ff9", "fqn": ["qualtrics", "staging", "not_null_stg_qualtrics__user_user_id"], "alias": "not_null_stg_qualtrics__user_user_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {}, "created_at": 1764703206.6102366, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "doc_blocks": [], "language": "sql", "refs": [{"name": "stg_qualtrics__user", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.qualtrics.stg_qualtrics__user"]}, "compiled_path": "target/compiled/qualtrics/models/staging/stg_qualtrics.yml/not_null_stg_qualtrics__user_user_id.sql", "compiled": true, "compiled_code": "\n \n \n\n\n\nselect user_id\nfrom \"postgres\".\"public_qualtrics_dev\".\"stg_qualtrics__user\"\nwhere user_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "user_id", "file_key_name": "models.stg_qualtrics__user", "attached_node": "model.qualtrics.stg_qualtrics__user", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "user_id", "model": "{{ get_where_subquery(ref('stg_qualtrics__user')) }}"}, "namespace": null}}, "test.qualtrics.not_null_stg_qualtrics__survey_survey_id.2796651e04": {"database": "postgres", "schema": "public_dbt_test__audit", "name": "not_null_stg_qualtrics__survey_survey_id", "resource_type": "test", "package_name": "qualtrics", "path": "not_null_stg_qualtrics__survey_survey_id.sql", "original_file_path": "models/staging/stg_qualtrics.yml", "unique_id": "test.qualtrics.not_null_stg_qualtrics__survey_survey_id.2796651e04", "fqn": ["qualtrics", "staging", "not_null_stg_qualtrics__survey_survey_id"], "alias": "not_null_stg_qualtrics__survey_survey_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {}, "created_at": 1764703206.6131628, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "doc_blocks": [], "language": "sql", "refs": [{"name": "stg_qualtrics__survey", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.qualtrics.stg_qualtrics__survey"]}, "compiled_path": "target/compiled/qualtrics/models/staging/stg_qualtrics.yml/not_null_stg_qualtrics__survey_survey_id.sql", "compiled": true, "compiled_code": "\n \n \n\n\n\nselect survey_id\nfrom \"postgres\".\"public_qualtrics_dev\".\"stg_qualtrics__survey\"\nwhere survey_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "survey_id", "file_key_name": "models.stg_qualtrics__survey", "attached_node": "model.qualtrics.stg_qualtrics__survey", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "survey_id", "model": "{{ get_where_subquery(ref('stg_qualtrics__survey')) }}"}, "namespace": null}}, "test.qualtrics.not_null_stg_qualtrics__question_response__fivetran_id.6e47cc53d7": {"database": "postgres", "schema": "public_dbt_test__audit", "name": "not_null_stg_qualtrics__question_response__fivetran_id", "resource_type": "test", "package_name": "qualtrics", "path": "not_null_stg_qualtrics__question_response__fivetran_id.sql", "original_file_path": "models/staging/stg_qualtrics.yml", "unique_id": "test.qualtrics.not_null_stg_qualtrics__question_response__fivetran_id.6e47cc53d7", "fqn": ["qualtrics", "staging", "not_null_stg_qualtrics__question_response__fivetran_id"], "alias": "not_null_stg_qualtrics__question_response__fivetran_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {}, "created_at": 1764703206.6156971, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "doc_blocks": [], "language": "sql", "refs": [{"name": "stg_qualtrics__question_response", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.qualtrics.stg_qualtrics__question_response"]}, "compiled_path": "target/compiled/qualtrics/models/staging/stg_qualtrics.yml/not_null_stg_qualtrics__question_response__fivetran_id.sql", "compiled": true, "compiled_code": "\n \n \n\n\n\nselect _fivetran_id\nfrom \"postgres\".\"public_qualtrics_dev\".\"stg_qualtrics__question_response\"\nwhere _fivetran_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "_fivetran_id", "file_key_name": "models.stg_qualtrics__question_response", "attached_node": "model.qualtrics.stg_qualtrics__question_response", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "_fivetran_id", "model": "{{ get_where_subquery(ref('stg_qualtrics__question_response')) }}"}, "namespace": null}}, "test.qualtrics.not_null_stg_qualtrics__survey_response_response_id.864d3a83e3": {"database": "postgres", "schema": "public_dbt_test__audit", "name": "not_null_stg_qualtrics__survey_response_response_id", "resource_type": "test", "package_name": "qualtrics", "path": "not_null_stg_qualtrics__survey_response_response_id.sql", "original_file_path": "models/staging/stg_qualtrics.yml", "unique_id": "test.qualtrics.not_null_stg_qualtrics__survey_response_response_id.864d3a83e3", "fqn": ["qualtrics", "staging", "not_null_stg_qualtrics__survey_response_response_id"], "alias": "not_null_stg_qualtrics__survey_response_response_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {}, "created_at": 1764703206.6181526, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "doc_blocks": [], "language": "sql", "refs": [{"name": "stg_qualtrics__survey_response", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.qualtrics.stg_qualtrics__survey_response"]}, "compiled_path": "target/compiled/qualtrics/models/staging/stg_qualtrics.yml/not_null_stg_qualtrics__survey_response_response_id.sql", "compiled": true, "compiled_code": "\n \n \n\n\n\nselect response_id\nfrom \"postgres\".\"public_qualtrics_dev\".\"stg_qualtrics__survey_response\"\nwhere response_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "response_id", "file_key_name": "models.stg_qualtrics__survey_response", "attached_node": "model.qualtrics.stg_qualtrics__survey_response", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "response_id", "model": "{{ get_where_subquery(ref('stg_qualtrics__survey_response')) }}"}, "namespace": null}}, "test.qualtrics.not_null_stg_qualtrics__directory_directory_id.65413cdcf7": {"database": "postgres", "schema": "public_dbt_test__audit", "name": "not_null_stg_qualtrics__directory_directory_id", "resource_type": "test", "package_name": "qualtrics", "path": "not_null_stg_qualtrics__directory_directory_id.sql", "original_file_path": "models/staging/stg_qualtrics.yml", "unique_id": "test.qualtrics.not_null_stg_qualtrics__directory_directory_id.65413cdcf7", "fqn": ["qualtrics", "staging", "not_null_stg_qualtrics__directory_directory_id"], "alias": "not_null_stg_qualtrics__directory_directory_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {}, "created_at": 1764703206.6205616, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "doc_blocks": [], "language": "sql", "refs": [{"name": "stg_qualtrics__directory", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.qualtrics.stg_qualtrics__directory"]}, "compiled_path": "target/compiled/qualtrics/models/staging/stg_qualtrics.yml/not_null_stg_qualtrics__directory_directory_id.sql", "compiled": true, "compiled_code": "\n \n \n\n\n\nselect directory_id\nfrom \"postgres\".\"public_qualtrics_dev\".\"stg_qualtrics__directory\"\nwhere directory_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "directory_id", "file_key_name": "models.stg_qualtrics__directory", "attached_node": "model.qualtrics.stg_qualtrics__directory", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "directory_id", "model": "{{ get_where_subquery(ref('stg_qualtrics__directory')) }}"}, "namespace": null}}, "test.qualtrics.not_null_stg_qualtrics__distribution_distribution_id.6158e414ed": {"database": "postgres", "schema": "public_dbt_test__audit", "name": "not_null_stg_qualtrics__distribution_distribution_id", "resource_type": "test", "package_name": "qualtrics", "path": "not_null_stg_qualtrics__distribution_distribution_id.sql", "original_file_path": "models/staging/stg_qualtrics.yml", "unique_id": "test.qualtrics.not_null_stg_qualtrics__distribution_distribution_id.6158e414ed", "fqn": ["qualtrics", "staging", "not_null_stg_qualtrics__distribution_distribution_id"], "alias": "not_null_stg_qualtrics__distribution_distribution_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {}, "created_at": 1764703206.623169, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "doc_blocks": [], "language": "sql", "refs": [{"name": "stg_qualtrics__distribution", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.qualtrics.stg_qualtrics__distribution"]}, "compiled_path": "target/compiled/qualtrics/models/staging/stg_qualtrics.yml/not_null_stg_qualtrics__distribution_distribution_id.sql", "compiled": true, "compiled_code": "\n \n \n\n\n\nselect distribution_id\nfrom \"postgres\".\"public_qualtrics_dev\".\"stg_qualtrics__distribution\"\nwhere distribution_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "distribution_id", "file_key_name": "models.stg_qualtrics__distribution", "attached_node": "model.qualtrics.stg_qualtrics__distribution", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "distribution_id", "model": "{{ get_where_subquery(ref('stg_qualtrics__distribution')) }}"}, "namespace": null}}, "test.qualtrics.not_null_stg_qualtrics__contact_mailing_list_membership_contact_lookup_id.32d4d7bbf5": {"database": "postgres", "schema": "public_dbt_test__audit", "name": "not_null_stg_qualtrics__contact_mailing_list_membership_contact_lookup_id", "resource_type": "test", "package_name": "qualtrics", "path": "not_null_stg_qualtrics__contac_a9458d3b5d31ec47b1abf1449a7dba6d.sql", "original_file_path": "models/staging/stg_qualtrics.yml", "unique_id": "test.qualtrics.not_null_stg_qualtrics__contact_mailing_list_membership_contact_lookup_id.32d4d7bbf5", "fqn": ["qualtrics", "staging", "not_null_stg_qualtrics__contact_mailing_list_membership_contact_lookup_id"], "alias": "not_null_stg_qualtrics__contac_a9458d3b5d31ec47b1abf1449a7dba6d", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "not_null_stg_qualtrics__contac_a9458d3b5d31ec47b1abf1449a7dba6d", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"alias": "not_null_stg_qualtrics__contac_a9458d3b5d31ec47b1abf1449a7dba6d"}, "created_at": 1764703206.6256266, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}{{ config(alias=\"not_null_stg_qualtrics__contac_a9458d3b5d31ec47b1abf1449a7dba6d\") }}", "doc_blocks": [], "language": "sql", "refs": [{"name": "stg_qualtrics__contact_mailing_list_membership", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.qualtrics.stg_qualtrics__contact_mailing_list_membership"]}, "compiled_path": "target/compiled/qualtrics/models/staging/stg_qualtrics.yml/not_null_stg_qualtrics__contac_a9458d3b5d31ec47b1abf1449a7dba6d.sql", "compiled": true, "compiled_code": "\n \n \n\n\n\nselect contact_lookup_id\nfrom \"postgres\".\"public_qualtrics_dev\".\"stg_qualtrics__contact_mailing_list_membership\"\nwhere contact_lookup_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "contact_lookup_id", "file_key_name": "models.stg_qualtrics__contact_mailing_list_membership", "attached_node": "model.qualtrics.stg_qualtrics__contact_mailing_list_membership", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "contact_lookup_id", "model": "{{ get_where_subquery(ref('stg_qualtrics__contact_mailing_list_membership')) }}"}, "namespace": null}}, "test.qualtrics.not_null_stg_qualtrics__core_mailing_list_mailing_list_id.344fbdd6dc": {"database": "postgres", "schema": "public_dbt_test__audit", "name": "not_null_stg_qualtrics__core_mailing_list_mailing_list_id", "resource_type": "test", "package_name": "qualtrics", "path": "not_null_stg_qualtrics__core_mailing_list_mailing_list_id.sql", "original_file_path": "models/staging/stg_qualtrics.yml", "unique_id": "test.qualtrics.not_null_stg_qualtrics__core_mailing_list_mailing_list_id.344fbdd6dc", "fqn": ["qualtrics", "staging", "not_null_stg_qualtrics__core_mailing_list_mailing_list_id"], "alias": "not_null_stg_qualtrics__core_mailing_list_mailing_list_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {}, "created_at": 1764703206.6280322, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "doc_blocks": [], "language": "sql", "refs": [{"name": "stg_qualtrics__core_mailing_list", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.qualtrics.stg_qualtrics__core_mailing_list"]}, "compiled_path": "target/compiled/qualtrics/models/staging/stg_qualtrics.yml/not_null_stg_qualtrics__core_mailing_list_mailing_list_id.sql", "compiled": true, "compiled_code": "\n \n \n\n\n\nselect mailing_list_id\nfrom \"postgres\".\"public_qualtrics_dev\".\"stg_qualtrics__core_mailing_list\"\nwhere mailing_list_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "mailing_list_id", "file_key_name": "models.stg_qualtrics__core_mailing_list", "attached_node": "model.qualtrics.stg_qualtrics__core_mailing_list", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "mailing_list_id", "model": "{{ get_where_subquery(ref('stg_qualtrics__core_mailing_list')) }}"}, "namespace": null}}}, "sources": {"source.qualtrics.qualtrics.user": {"database": "postgres", "schema": "public", "name": "user", "resource_type": "source", "package_name": "qualtrics", "path": "models/staging/src_qualtrics.yml", "original_file_path": "models/staging/src_qualtrics.yml", "unique_id": "source.qualtrics.qualtrics.user", "fqn": ["qualtrics", "staging", "qualtrics", "user"], "source_name": "qualtrics", "source_description": "", "loader": "", "identifier": "user", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": null, "loaded_at_query": null, "freshness": {"warn_after": {"count": null, "period": null}, "error_after": {"count": null, "period": null}, "filter": null}, "external": null, "description": "These are the users in your organizations, not the contacts for whom you are building content like surveys and messages.", "columns": {"_fivetran_deleted": {"name": "_fivetran_deleted", "description": "Boolean representing whether the record was soft-deleted in Qualtrics.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics._fivetran_deleted"]}, "_fivetran_synced": {"name": "_fivetran_synced", "description": "The time when a record was last updated by Fivetran.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics._fivetran_synced"]}, "account_creation_date": {"name": "account_creation_date", "description": "The date and time that the account was created. Dates and times are expressed in ISO 8601 format.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.account_creation_date"]}, "account_expiration_date": {"name": "account_expiration_date", "description": "The date the account expires. Dates and times are expressed in ISO 8601 format.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.account_expiration_date"]}, "account_status": {"name": "account_status", "description": "Either `active`, `disabled`, or `notVerified`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.account_status"]}, "division_id": {"name": "division_id", "description": "The unique identifier for the Division ID. Match pattern = ^DV_[0-9a-zA-Z]{11,15}$", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.division_id"]}, "email": {"name": "email", "description": "The user's email address.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.email"]}, "first_name": {"name": "first_name", "description": "The user's first name or given name.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.user_first_name"]}, "id": {"name": "id", "description": "Unique ID of the user. Match pattern = ^((UR)|(URH))_[0-9a-zA-Z]{11,15}$", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.user_id"]}, "language": {"name": "language", "description": "The user's default language.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.language"]}, "last_login_date": {"name": "last_login_date", "description": "The date and time the user last logged into the user interface. Dates and times are expressed in ISO 8601 format.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.last_login_date"]}, "last_name": {"name": "last_name", "description": "User's surname.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.user_last_name"]}, "organization_id": {"name": "organization_id", "description": "ID of the organization/brand this record belongs to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.organization_id"]}, "password_expiration_date": {"name": "password_expiration_date", "description": "The date the account password expires. Dates and times are expressed in ISO 8601 format.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.password_expiration_date"]}, "password_last_changed_date": {"name": "password_last_changed_date", "description": "The date the account password was last changed. Dates and times are expressed in ISO 8601 format.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.password_last_changed_date"]}, "response_count_auditable": {"name": "response_count_auditable", "description": "The count of auditable responses.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.response_count_auditable"]}, "response_count_deleted": {"name": "response_count_deleted", "description": "The count of deleted responses.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.response_count_deleted"]}, "response_count_generated": {"name": "response_count_generated", "description": "The count of generated responses.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.response_count_generated"]}, "time_zone": {"name": "time_zone", "description": "The IANA time zone setting for the user.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.time_zone"]}, "unsubscribed": {"name": "unsubscribed", "description": "Boolean indicating if the user unsubscribed.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.unsubscribed"]}, "user_type": {"name": "user_type", "description": "ID of the user type. See mappings of user types to their type IDs [here](https://api.qualtrics.com/dc2be1c61af61-user-type).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.user_type"]}, "username": {"name": "username", "description": "UI-facing username for the account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.username"]}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true, "event_time": null, "freshness": {"warn_after": {"count": null, "period": null}, "error_after": {"count": null, "period": null}, "filter": null}, "loaded_at_field": null, "loaded_at_query": null, "meta": {}, "tags": []}, "patch_path": null, "unrendered_config": {"loaded_at_field": null, "loaded_at_query": null, "meta": {}, "tags": []}, "relation_name": "\"postgres\".\"public\".\"user\"", "created_at": 1764703206.6553035, "unrendered_database": "{% if target.type != 'spark' %}{{ var('qualtrics_database', target.database) }}{% endif %}", "unrendered_schema": "{{ var('qualtrics_schema', 'qualtrics') }}", "doc_blocks": []}, "source.qualtrics.qualtrics.survey": {"database": "postgres", "schema": "public", "name": "survey", "resource_type": "source", "package_name": "qualtrics", "path": "models/staging/src_qualtrics.yml", "original_file_path": "models/staging/src_qualtrics.yml", "unique_id": "source.qualtrics.qualtrics.survey", "fqn": ["qualtrics", "staging", "qualtrics", "survey"], "source_name": "qualtrics", "source_description": "", "loader": "", "identifier": "survey", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": null, "loaded_at_query": null, "freshness": {"warn_after": {"count": null, "period": null}, "error_after": {"count": null, "period": null}, "filter": null}, "external": null, "description": "Qualtrics survey.", "columns": {"_fivetran_deleted": {"name": "_fivetran_deleted", "description": "Boolean representing whether the record was soft-deleted in Qualtrics.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics._fivetran_deleted"]}, "_fivetran_synced": {"name": "_fivetran_synced", "description": "The time when a record was last updated by Fivetran.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics._fivetran_synced"]}, "auto_scoring_category": {"name": "auto_scoring_category", "description": "The automated scoring category.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.auto_scoring_category"]}, "brand_base_url": {"name": "brand_base_url", "description": "Base url for the organization/brand.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.brand_base_url"]}, "brand_id": {"name": "brand_id", "description": "Unique ID of the organization/brand.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.brand_id"]}, "bundle_short_name": {"name": "bundle_short_name", "description": "Short name for the content bundle that the survey is from.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.bundle_short_name"]}, "composition_type": {"name": "composition_type", "description": "Survey composition type.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.composition_type"]}, "creator_id": {"name": "creator_id", "description": "The unique identifier for a specific `USER` who created the survey.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.creator_id"]}, "default_scoring_category": {"name": "default_scoring_category", "description": "The default scoring category.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.default_scoring_category"]}, "division_id": {"name": "division_id", "description": "The unique identifier for the Division ID. Match pattern = ^DV_[0-9a-zA-Z]{11,15}$", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.division_id"]}, "id": {"name": "id", "description": "The unique identifier for this survey. Match pattern = ^SV_[a-zA-Z0-9]{11,15}$", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.survey_id"]}, "is_active": {"name": "is_active", "description": "DEPRECATED. Use `survey_status = 'active'` instead.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.is_active"]}, "last_accessed": {"name": "last_accessed", "description": "The date the survey was last accessed.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.last_accessed"]}, "last_activated": {"name": "last_activated", "description": "The date the survey was last activated.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.last_activated"]}, "last_modified": {"name": "last_modified", "description": "The point in time when the record was last modified.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.last_modified_date"]}, "owner_id": {"name": "owner_id", "description": "The unique identifier for a specific user who owns this.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.owner_id"]}, "project_category": {"name": "project_category", "description": "Project category of the survey.\n\nAllowed values - `CORE`, `CX`, `EX`, `BX`, `PX`", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.project_category"]}, "project_type": {"name": "project_type", "description": "Type of [Qualtrics project](https://www.qualtrics.com/support/survey-platform/my-projects/my-projects-overview/#SelectingProjectType). Match pattern = ^[a-zA-Z]+$", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.project_type"]}, "registry_sha": {"name": "registry_sha", "description": "The survey registry SHA.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.registry_sha"]}, "registry_version": {"name": "registry_version", "description": "The survey registry version.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.registry_version"]}, "schema_version": {"name": "schema_version", "description": "Qualtrics schema version.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.schema_version"]}, "scoring_summary_after_questions": {"name": "scoring_summary_after_questions", "description": "Boolean representing whether the scoring summary is after questions.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.scoring_summary_after_questions"]}, "scoring_summary_after_survey": {"name": "scoring_summary_after_survey", "description": "Boolean representing whether the scoring summary is after the survey.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.scoring_summary_after_survey"]}, "scoring_summary_category": {"name": "scoring_summary_category", "description": "The unique identifier for the scoring.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.scoring_summary_category"]}, "survey_name": {"name": "survey_name", "description": "Name of the survey.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.survey_name"]}, "survey_status": {"name": "survey_status", "description": "The distribution status of the survey, or a flag indicating that it's a library block\n\nAllowed values - `Inactive`, `Active`, `Pending`, `LibBlock`, `Deactive`, `Temporary`", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.survey_status"]}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true, "event_time": null, "freshness": {"warn_after": {"count": null, "period": null}, "error_after": {"count": null, "period": null}, "filter": null}, "loaded_at_field": null, "loaded_at_query": null, "meta": {}, "tags": []}, "patch_path": null, "unrendered_config": {"loaded_at_field": null, "loaded_at_query": null, "meta": {}, "tags": []}, "relation_name": "\"postgres\".\"public\".\"survey\"", "created_at": 1764703206.6576302, "unrendered_database": "{% if target.type != 'spark' %}{{ var('qualtrics_database', target.database) }}{% endif %}", "unrendered_schema": "{{ var('qualtrics_schema', 'qualtrics') }}", "doc_blocks": []}, "source.qualtrics.qualtrics.question": {"database": "postgres", "schema": "public", "name": "question", "resource_type": "source", "package_name": "qualtrics", "path": "models/staging/src_qualtrics.yml", "original_file_path": "models/staging/src_qualtrics.yml", "unique_id": "source.qualtrics.qualtrics.question", "fqn": ["qualtrics", "staging", "qualtrics", "question"], "source_name": "qualtrics", "source_description": "", "loader": "", "identifier": "question", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": null, "loaded_at_query": null, "freshness": {"warn_after": {"count": null, "period": null}, "error_after": {"count": null, "period": null}, "filter": null}, "external": null, "description": "Questions within a survey.", "columns": {"_fivetran_deleted": {"name": "_fivetran_deleted", "description": "Boolean representing whether the record was soft-deleted in Qualtrics.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics._fivetran_deleted"]}, "_fivetran_synced": {"name": "_fivetran_synced", "description": "The time when a record was last updated by Fivetran.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics._fivetran_synced"]}, "data_export_tag": {"name": "data_export_tag", "description": "The tag to identify the question in exported data.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.data_export_tag"]}, "data_visibility_hidden": {"name": "data_visibility_hidden", "description": "Boolean that represents whether the embedded data is hidden.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.data_visibility_hidden"]}, "data_visibility_private": {"name": "data_visibility_private", "description": "Boolean that represents whether the embedded data is private.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.data_visibility_private"]}, "id": {"name": "id", "description": "The unique identifier for the question. Match pattern = ^QID[a-zA-Z0-9]+$", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.question_id"]}, "next_answer_id": {"name": "next_answer_id", "description": "For Matrix questions, the vertical options are denoted as \"Answers\" in the question's structure. \nID of the next answer for this question. ?", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.next_answer_id"]}, "next_choice_id": {"name": "next_choice_id", "description": "For Matrix questions, the horizontal options are denoted as \"Choices\" in the question's structure. \n\nID of the next choice for this question. ?", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.next_choice_id"]}, "question_description": {"name": "question_description", "description": "Label to identify the question.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.question_description"]}, "question_description_option": {"name": "question_description_option", "description": "An optional user-provided field for question descriptions. Accepted values = `UseText`, `SpecifyLabel`", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.question_description_option"]}, "question_text": {"name": "question_text", "description": "Text for the question.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.question_text"]}, "question_text_unsafe": {"name": "question_text_unsafe", "description": "Un-paresed version of the question text.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.question_text_unsafe"]}, "question_type": {"name": "question_type", "description": "The type of question. Can be -\n`MC`,`Matrix`,`Captcha`,`CS`,`DB`,`DD`,`Draw`,`DynamicMatrix`,`FileUpload`,`GAP`,`HeatMap`,`HL`,`HotSpot`,`Meta`,`PGR`,`RO`,`SBS`,`Slider`,`SS`,`TE`,`Timing`,`TreeSelect`", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.question_type"]}, "selector": {"name": "selector", "description": "How answers are selected such as single answer, multiple answer, etc. Accepted values - \n- `Bipolar`\n- `Browser`\n- `Captcha`\n- `CompactView`\n- `CS`\n- `D`\n- `DL`\n- `DND`\n- `DragAndDrop`\n- `ESTB`\n- `FORM`\n- `FileUpload`\n- `GRB`\n- `HBAR`\n- `HR`\n- `HSLIDER`\n- `I`\n- `Image`\n- `LikeDislike`\n- `Likert`\n- `MACOL`\n- `MAHR`\n- `MAVR`\n- `ML`\n- `MSB`\n- `MaxDiff`\n- `NPS`\n- `OH`\n- `OnOff`\n- `POS`\n- `PTB`\n- `PW`\n- `PageTimer`\n- `Profile`\n- `RB`\n- `RO`\n- `SACOL`\n- `SAHR`\n- `SAVR`\n- `SB`\n- `SBSMatrix`\n- `SL`\n- `STAR`\n- `ScreenCapture`\n- `SearchOnly`\n- `Signature`\n- `TA`\n- `TB`\n- `TBelow`\n- `TE`\n- `TL`\n- `TRight`\n- `Text`\n- `V1`\n- `V2`\n- `VR`\n- `VRTL`\n- `WTXB`", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.selector"]}, "sub_selector": {"name": "sub_selector", "description": "How subquestion answers are selected. Allowed values - SingleAnswer, DL, GR, DND, Long, Medium, MultipleAnswer, Columns, NoColumns, Short, TX, TXOT, WOTXB, WOTB, WTB, WTXB, WVTB.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.sub_selector"]}, "survey_id": {"name": "survey_id", "description": "The unique identifier for this survey. Match pattern = ^SV_[a-zA-Z0-9]{11,15}$", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.survey_id"]}, "validation_setting_force_response": {"name": "validation_setting_force_response", "description": "The response from forcing respondents to answer a question or request that they consider answering the question before leaving the page", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.validation_setting_force_response"]}, "validation_setting_force_response_type": {"name": "validation_setting_force_response_type", "description": "The type of response from forcing respondents to answer a question or request that they consider answering the question before leaving the page", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.validation_setting_force_response_type"]}, "validation_setting_type": {"name": "validation_setting_type", "description": "The type of forced response validation that is set.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.validation_setting_type"]}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true, "event_time": null, "freshness": {"warn_after": {"count": null, "period": null}, "error_after": {"count": null, "period": null}, "filter": null}, "loaded_at_field": null, "loaded_at_query": null, "meta": {}, "tags": []}, "patch_path": null, "unrendered_config": {"loaded_at_field": null, "loaded_at_query": null, "meta": {}, "tags": []}, "relation_name": "\"postgres\".\"public\".\"question\"", "created_at": 1764703206.658356, "unrendered_database": "{% if target.type != 'spark' %}{{ var('qualtrics_database', target.database) }}{% endif %}", "unrendered_schema": "{{ var('qualtrics_schema', 'qualtrics') }}", "doc_blocks": []}, "source.qualtrics.qualtrics.question_response": {"database": "postgres", "schema": "public", "name": "question_response", "resource_type": "source", "package_name": "qualtrics", "path": "models/staging/src_qualtrics.yml", "original_file_path": "models/staging/src_qualtrics.yml", "unique_id": "source.qualtrics.qualtrics.question_response", "fqn": ["qualtrics", "staging", "qualtrics", "question_response"], "source_name": "qualtrics", "source_description": "", "loader": "", "identifier": "question_response", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": null, "loaded_at_query": null, "freshness": {"warn_after": {"count": null, "period": null}, "error_after": {"count": null, "period": null}, "filter": null}, "external": null, "description": "Responses to individual questions (and their sub-questions).", "columns": {"_fivetran_id": {"name": "_fivetran_id", "description": "Fivetran-generated unique key hashed on `response_id`, `question_id`, `sub_question_key`, `sub_question_text` , `question_option_key` , `loop_id` and `importId`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.question_response_fivetran_id"]}, "_fivetran_synced": {"name": "_fivetran_synced", "description": "The time when a record was last updated by Fivetran.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics._fivetran_synced"]}, "loop_id": {"name": "loop_id", "description": "ID of the [Loop and Merge](https://www.qualtrics.com/support/survey-platform/survey-module/block-options/loop-and-merge/) object this response is associated with.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.loop_id"]}, "question": {"name": "question", "description": "Question text.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.question"]}, "question_id": {"name": "question_id", "description": "The unique identifier for the question. Match pattern = ^QID[a-zA-Z0-9]+$", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.question_id"]}, "question_option_key": {"name": "question_option_key", "description": "The key of the `QUESTION_OPTION` that was chosen.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.question_option_key"]}, "response_id": {"name": "response_id", "description": "The unique ID for the `SURVEY_RESPONSE`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.response_id"]}, "sub_question_key": {"name": "sub_question_key", "description": "Key of the sub question.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.sub_question_key"]}, "sub_question_text": {"name": "sub_question_text", "description": "Sub question text.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.sub_question_text"]}, "text": {"name": "text", "description": "Text response provided by the respondent.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.response_text"]}, "value": {"name": "value", "description": "Value of the question response.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.response_value"]}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true, "event_time": null, "freshness": {"warn_after": {"count": null, "period": null}, "error_after": {"count": null, "period": null}, "filter": null}, "loaded_at_field": null, "loaded_at_query": null, "meta": {}, "tags": []}, "patch_path": null, "unrendered_config": {"loaded_at_field": null, "loaded_at_query": null, "meta": {}, "tags": []}, "relation_name": "\"postgres\".\"public\".\"question_response\"", "created_at": 1764703206.659033, "unrendered_database": "{% if target.type != 'spark' %}{{ var('qualtrics_database', target.database) }}{% endif %}", "unrendered_schema": "{{ var('qualtrics_schema', 'qualtrics') }}", "doc_blocks": []}, "source.qualtrics.qualtrics.question_option": {"database": "postgres", "schema": "public", "name": "question_option", "resource_type": "source", "package_name": "qualtrics", "path": "models/staging/src_qualtrics.yml", "original_file_path": "models/staging/src_qualtrics.yml", "unique_id": "source.qualtrics.qualtrics.question_option", "fqn": ["qualtrics", "staging", "qualtrics", "question_option"], "source_name": "qualtrics", "source_description": "", "loader": "", "identifier": "question_option", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": null, "loaded_at_query": null, "freshness": {"warn_after": {"count": null, "period": null}, "error_after": {"count": null, "period": null}, "filter": null}, "external": null, "description": "Choice options for survey questions.", "columns": {"_fivetran_deleted": {"name": "_fivetran_deleted", "description": "Boolean representing whether the record was soft-deleted in Qualtrics.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics._fivetran_deleted"]}, "_fivetran_synced": {"name": "_fivetran_synced", "description": "The time when a record was last updated by Fivetran.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics._fivetran_synced"]}, "key": {"name": "key", "description": "The key of the `QUESTION_OPTION` that was chosen.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.question_option_key"]}, "question_id": {"name": "question_id", "description": "The unique identifier for the question. Match pattern = ^QID[a-zA-Z0-9]+$", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.question_id"]}, "recode_value": {"name": "recode_value", "description": "Recode/mapping value for the option.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.recode_value"]}, "survey_id": {"name": "survey_id", "description": "The unique identifier for this survey. Match pattern = ^SV_[a-zA-Z0-9]{11,15}$", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.survey_id"]}, "text": {"name": "text", "description": "Question option text.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.question_option_text"]}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true, "event_time": null, "freshness": {"warn_after": {"count": null, "period": null}, "error_after": {"count": null, "period": null}, "filter": null}, "loaded_at_field": null, "loaded_at_query": null, "meta": {}, "tags": []}, "patch_path": null, "unrendered_config": {"loaded_at_field": null, "loaded_at_query": null, "meta": {}, "tags": []}, "relation_name": "\"postgres\".\"public\".\"question_option\"", "created_at": 1764703206.6596866, "unrendered_database": "{% if target.type != 'spark' %}{{ var('qualtrics_database', target.database) }}{% endif %}", "unrendered_schema": "{{ var('qualtrics_schema', 'qualtrics') }}", "doc_blocks": []}, "source.qualtrics.qualtrics.survey_response": {"database": "postgres", "schema": "public", "name": "survey_response", "resource_type": "source", "package_name": "qualtrics", "path": "models/staging/src_qualtrics.yml", "original_file_path": "models/staging/src_qualtrics.yml", "unique_id": "source.qualtrics.qualtrics.survey_response", "fqn": ["qualtrics", "staging", "qualtrics", "survey_response"], "source_name": "qualtrics", "source_description": "", "loader": "", "identifier": "survey_response", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": null, "loaded_at_query": null, "freshness": {"warn_after": {"count": null, "period": null}, "error_after": {"count": null, "period": null}, "filter": null}, "external": null, "description": "Individual responses to surveys. A response becomes \"recorded\" when a respondent submits a survey, a survey is manually closed from the Responses in Progress page, or a survey session expires.\n", "columns": {"_fivetran_synced": {"name": "_fivetran_synced", "description": "The time when a record was last updated by Fivetran.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics._fivetran_synced"]}, "distribution_channel": {"name": "distribution_channel", "description": "The method by which the survey was distributed to respondents.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.distribution_channel"]}, "duration_in_seconds": {"name": "duration_in_seconds", "description": "How long it took for the respondent to finish the survey in seconds.", "meta": {}, "data_type": null, "constraints": 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"constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.value"]}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true, "event_time": null, "freshness": {"warn_after": {"count": null, "period": null}, "error_after": {"count": null, "period": null}, "filter": null}, "loaded_at_field": null, "loaded_at_query": null, "meta": {}, "tags": []}, "patch_path": null, "unrendered_config": {"loaded_at_field": null, "loaded_at_query": null, "meta": {}, "tags": []}, "relation_name": "\"postgres\".\"public\".\"survey_embedded_data\"", "created_at": 1764703206.6623228, "unrendered_database": "{% if target.type != 'spark' %}{{ var('qualtrics_database', target.database) }}{% endif %}", "unrendered_schema": "{{ var('qualtrics_schema', 'qualtrics') }}", "doc_blocks": []}, "source.qualtrics.qualtrics.block": {"database": "postgres", "schema": "public", "name": "block", "resource_type": "source", "package_name": 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Match pattern = ^SV_[a-zA-Z0-9]{11,15}$", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.survey_id"]}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true, "event_time": null, "freshness": {"warn_after": {"count": null, "period": null}, "error_after": {"count": null, "period": null}, "filter": null}, "loaded_at_field": null, "loaded_at_query": null, "meta": {}, "tags": []}, "patch_path": null, "unrendered_config": {"loaded_at_field": null, "loaded_at_query": null, "meta": {}, "tags": []}, "relation_name": "\"postgres\".\"public\".\"block_question\"", "created_at": 1764703206.6635778, "unrendered_database": "{% if target.type != 'spark' %}{{ var('qualtrics_database', target.database) }}{% endif %}", "unrendered_schema": "{{ var('qualtrics_schema', 'qualtrics') }}", "doc_blocks": []}, "source.qualtrics.qualtrics.directory": {"database": "postgres", "schema": "public", "name": "directory", "resource_type": "source", "package_name": "qualtrics", "path": "models/staging/src_qualtrics.yml", "original_file_path": "models/staging/src_qualtrics.yml", "unique_id": "source.qualtrics.qualtrics.directory", "fqn": ["qualtrics", "staging", "qualtrics", "directory"], "source_name": "qualtrics", "source_description": "", "loader": "", "identifier": "directory", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": null, "loaded_at_query": null, "freshness": {"warn_after": {"count": null, "period": null}, "error_after": {"count": null, "period": null}, "filter": null}, "external": null, "description": "A directory is an address book for the entire brand and contains all of the contacts that have been added by your users.", "columns": {"_fivetran_deleted": {"name": "_fivetran_deleted", "description": "Boolean representing whether the record was soft-deleted in Qualtrics.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics._fivetran_deleted"]}, "_fivetran_synced": {"name": "_fivetran_synced", "description": "The time when a record was last updated by Fivetran.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics._fivetran_synced"]}, "deduplication_criteria_email": {"name": "deduplication_criteria_email", "description": "Boolean representing if directory contacts are deduped based on email.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.deduplication_criteria_email"]}, "deduplication_criteria_external_data_reference": {"name": "deduplication_criteria_external_data_reference", "description": "Boolean representing if directory contacts are deduped based on an external data reference.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.deduplication_criteria_external_data_reference"]}, "deduplication_criteria_first_name": {"name": "deduplication_criteria_first_name", "description": "Boolean representing if directory contacts are deduped based on first name.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.deduplication_criteria_first_name"]}, "deduplication_criteria_last_name": {"name": "deduplication_criteria_last_name", "description": "Boolean representing if directory contacts are deduped based on last name.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.deduplication_criteria_last_name"]}, "deduplication_criteria_phone": {"name": "deduplication_criteria_phone", "description": "Boolean representing if directory contacts are deduped based on phone number.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.deduplication_criteria_phone"]}, "id": {"name": "id", "description": "The directory ID, also known as a pool ID. Example - POOL_012345678901234", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.directory_id"]}, "is_default": {"name": "is_default", "description": "Boolean representing if this directory is the default one for your brand. \n\nThe default directory will be the first directory listed in the dropdown menu in Qualtrics.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.is_default"]}, "name": {"name": "name", "description": "Name of the directory.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.directory_name"]}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true, "event_time": null, "freshness": {"warn_after": {"count": null, "period": null}, "error_after": {"count": null, "period": null}, "filter": null}, "loaded_at_field": null, "loaded_at_query": null, "meta": {}, "tags": []}, "patch_path": null, "unrendered_config": {"loaded_at_field": null, "loaded_at_query": null, "meta": {}, "tags": []}, "relation_name": "\"postgres\".\"public\".\"directory\"", "created_at": 1764703206.6642358, "unrendered_database": "{% if target.type != 'spark' %}{{ var('qualtrics_database', target.database) }}{% endif %}", "unrendered_schema": "{{ var('qualtrics_schema', 'qualtrics') }}", "doc_blocks": []}, "source.qualtrics.qualtrics.directory_contact": {"database": "postgres", "schema": "public", "name": "directory_contact", "resource_type": "source", "package_name": "qualtrics", "path": "models/staging/src_qualtrics.yml", "original_file_path": "models/staging/src_qualtrics.yml", "unique_id": "source.qualtrics.qualtrics.directory_contact", "fqn": ["qualtrics", "staging", "qualtrics", "directory_contact"], "source_name": "qualtrics", "source_description": "", "loader": "", "identifier": "directory_contact", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": null, "loaded_at_query": null, "freshness": {"warn_after": {"count": null, "period": null}, "error_after": {"count": null, "period": null}, "filter": null}, "external": null, "description": "Tablle relating contacts to the XM directories they are a part of.", "columns": {"_fivetran_synced": {"name": "_fivetran_synced", "description": "The time when a record was last updated by Fivetran.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics._fivetran_synced"]}, "creation_date": {"name": "creation_date", "description": "The creation date and time of the record, expressed as an ISO 8601 value.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.creation_date"]}, "directory_id": {"name": "directory_id", "description": "The directory ID, also known as a pool ID. Example - POOL_012345678901234", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.directory_id"]}, "directory_unsubscribe_date": {"name": "directory_unsubscribe_date", "description": "Date and time the user opted out of the directory.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.directory_unsubscribe_date"]}, "directory_unsubscribed": {"name": "directory_unsubscribed", "description": "Boolean indicating whether the contact unsubscribed from all contact from the Directory.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.directory_unsubscribed"]}, "email": {"name": "email", "description": "Contact's email address. Must be in proper email format.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.contact_email"]}, "email_domain": {"name": "email_domain", "description": "Domain of the contact's email address.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.email_domain"]}, "ext_ref": {"name": "ext_ref", "description": "The external reference for the contact.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.ext_ref"]}, "first_name": {"name": "first_name", "description": "Contact's first name.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.contact_first_name"]}, "id": {"name": "id", "description": "The ID for the contact. Example - CID_012345678901234", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.contact_id"]}, "language": {"name": "language", "description": "The user's default language.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.language"]}, "last_modified": {"name": "last_modified", "description": "The point in time when the record was last modified.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.last_modified_date"]}, "last_name": {"name": "last_name", "description": "Contact's surname.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.contact_last_name"]}, "phone": {"name": "phone", "description": "Contact's phone number.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.phone"]}, "write_blanks": {"name": "write_blanks", "description": "Boolean of whether to write blanks(?) or not.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.write_blanks"]}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true, "event_time": null, "freshness": {"warn_after": {"count": null, "period": null}, "error_after": {"count": null, "period": null}, "filter": null}, "loaded_at_field": null, "loaded_at_query": null, "meta": {}, "tags": []}, "patch_path": null, "unrendered_config": {"loaded_at_field": null, "loaded_at_query": null, "meta": {}, "tags": []}, "relation_name": "\"postgres\".\"public\".\"directory_contact\"", "created_at": 1764703206.664971, "unrendered_database": "{% if target.type != 'spark' %}{{ var('qualtrics_database', target.database) }}{% endif %}", "unrendered_schema": "{{ var('qualtrics_schema', 'qualtrics') }}", "doc_blocks": []}, "source.qualtrics.qualtrics.distribution": {"database": "postgres", "schema": "public", "name": "distribution", "resource_type": "source", "package_name": "qualtrics", "path": "models/staging/src_qualtrics.yml", "original_file_path": "models/staging/src_qualtrics.yml", "unique_id": "source.qualtrics.qualtrics.distribution", "fqn": ["qualtrics", "staging", "qualtrics", "distribution"], "source_name": "qualtrics", "source_description": "", "loader": "", "identifier": "distribution", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": null, "loaded_at_query": null, "freshness": {"warn_after": {"count": null, "period": null}, "error_after": {"count": null, "period": null}, "filter": null}, "external": null, "description": "Use distributions to reach out to contacts in the XM Directory platform, with or without a survey attached.", "columns": {"_fivetran_deleted": {"name": "_fivetran_deleted", "description": "Boolean representing whether the record was soft-deleted in Qualtrics.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics._fivetran_deleted"]}, "_fivetran_synced": {"name": "_fivetran_synced", "description": "The time when a record was last updated by Fivetran.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics._fivetran_synced"]}, "created_date": {"name": "created_date", "description": "The creation date and time of the record, expressed as an ISO 8601 value.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.creation_date"]}, "header_from_email": {"name": "header_from_email", "description": "Email from address.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.header_from_email"]}, "header_from_name": {"name": "header_from_name", "description": "Email from name.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.header_from_name"]}, "header_reply_to_email": {"name": "header_reply_to_email", "description": "Email reply-to address.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.header_reply_to_email"]}, "header_subject": {"name": "header_subject", "description": "Email subject; text or message id (MS_).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.header_subject"]}, "id": {"name": "id", "description": "The unique Distribution ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.distribution_id"]}, "message_library_id": {"name": "message_library_id", "description": "Library ID of the message.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.message_library_id"]}, "message_message_id": {"name": "message_message_id", "description": "The ID for the desired library message.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.message_message_id"]}, "message_message_text": {"name": "message_message_text", "description": "Text of the message to send.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.message_message_text"]}, "modified_date": {"name": "modified_date", "description": "The point in time when the record was last modified.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.last_modified_date"]}, "organization_id": {"name": "organization_id", "description": "ID of the organization/brand this record belongs to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.organization_id"]}, "owner_id": {"name": "owner_id", "description": "The unique identifier for a specific user who owns this.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.owner_id"]}, "parent_distribution_id": {"name": "parent_distribution_id", "description": "The unique ID of the parent distribution.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.parent_distribution_id"]}, "recipient_contact_id": {"name": "recipient_contact_id", "description": "The contact ID of the recipient. Can point to `directory_contact` or `core_contact`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.recipient_contact_id"]}, "recipient_library_id": {"name": "recipient_library_id", "description": "Library ID of the message.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.recipient_library_id"]}, "recipient_mailing_list_id": {"name": "recipient_mailing_list_id", "description": "The mailing list or contact group associated with the distribution(s). Can point to `directory_mailing_list` or `core_mailing_list`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.recipient_mailing_list_id"]}, "recipient_sample_id": {"name": "recipient_sample_id", "description": "The ID for the desired sample. Can point to `directory_sample` or `core_sample` (not included in package).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.recipient_sample_id"]}, "request_status": {"name": "request_status", "description": "The distribution's status. States include `Pending` and `Done`. The Pending state is for email that is scheduled to be sent at a later time.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.request_status"]}, "request_type": {"name": "request_type", "description": "The distribution's type. Types include `Invite`, `Reminder`, and `ThankYou`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.request_type"]}, "send_date": {"name": "send_date", "description": "The date and time the request will be or was sent (in ISO 8601 format). Note that this date and time could be in the future if the email distribution is scheduled to send after a delay.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.send_date"]}, "survey_link_expiration_date": {"name": "survey_link_expiration_date", "description": "The expiration date for the link associated with the survey distribution. Null if `request_type` != `Invite`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.survey_link_expiration_date"]}, "survey_link_link_type": {"name": "survey_link_link_type", "description": "The link type (`Individual`, `Anonymous`, or `Multiple`) for the link associated with the survey distribution. Null if `request_type` != `Invite`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.survey_link_link_type"]}, "survey_link_survey_id": {"name": "survey_link_survey_id", "description": "The unique survey ID. Will be non-null even if `request_type` != `Invite`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.survey_link_survey_id"]}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true, "event_time": null, "freshness": {"warn_after": {"count": null, "period": null}, "error_after": {"count": null, "period": null}, "filter": null}, "loaded_at_field": null, "loaded_at_query": null, "meta": {}, "tags": []}, "patch_path": null, "unrendered_config": {"loaded_at_field": null, "loaded_at_query": null, "meta": {}, "tags": []}, "relation_name": "\"postgres\".\"public\".\"distribution\"", "created_at": 1764703206.6656914, "unrendered_database": "{% if target.type != 'spark' %}{{ var('qualtrics_database', target.database) }}{% endif %}", "unrendered_schema": "{{ var('qualtrics_schema', 'qualtrics') }}", "doc_blocks": []}, "source.qualtrics.qualtrics.distribution_contact": {"database": "postgres", "schema": "public", "name": "distribution_contact", "resource_type": "source", "package_name": "qualtrics", "path": "models/staging/src_qualtrics.yml", "original_file_path": "models/staging/src_qualtrics.yml", "unique_id": "source.qualtrics.qualtrics.distribution_contact", "fqn": ["qualtrics", "staging", "qualtrics", "distribution_contact"], "source_name": "qualtrics", "source_description": "", "loader": "", "identifier": "distribution_contact", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": null, "loaded_at_query": null, "freshness": {"warn_after": {"count": null, "period": null}, "error_after": {"count": null, "period": null}, "filter": null}, "external": null, "description": "Table relating contacts to distributiins they've been a part of.", "columns": {"_fivetran_synced": {"name": "_fivetran_synced", "description": "The time when a record was last updated by Fivetran.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics._fivetran_synced"]}, "contact_frequency_rule_id": {"name": "contact_frequency_rule_id", "description": "The contact frequency Rule ID. Ex - FQ_AAB234234", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.contact_frequency_rule_id"]}, "contact_id": {"name": "contact_id", "description": "The ID for the contact. Example - CID_012345678901234", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.contact_id"]}, "contact_lookup_id": {"name": "contact_lookup_id", "description": "Optional contact lookup ID for individual distribution.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.contact_lookup_id"]}, "distribution_id": {"name": "distribution_id", "description": "The unique Distribution ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.distribution_id"]}, "opened_at": {"name": "opened_at", "description": "The time a survey was opened by the respondent, will be null if the survey has not been opened.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.opened_at"]}, "response_completed_at": {"name": "response_completed_at", "description": "The time a response was completed, will be null for uncompleted surveys.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.response_completed_at"]}, "response_id": {"name": "response_id", "description": "The ID of the survey response submitted by this contact. If no survey response has been submitted, this value will be null. If the survey was setup to anonymize responses, then this value will be `Anonymous`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.distribution_response_id"]}, "response_started_at": {"name": "response_started_at", "description": "The time a response was started by the respondent, will be null if survey has not been started.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.response_started_at"]}, "sent_at": {"name": "sent_at", "description": "The time a survey was sent to the respondent.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.sent_at"]}, "status": {"name": "status", "description": "One of ([full descriptions](https://api.qualtrics.com/fc8017650d0b9-distribution-status)):\n- `Pending`\n- `Success`\n- `Error`\n- `Opened`\n- `Complaint`\n- `Skipped`\n- `Blocked`\n- `Failure`\n- `Unknown`\n- `SoftBounce`\n- `HardBounce`\n- `SurveyStarted`\n- `SurveyPartiallyFinished`\n- `SurveyFinished`\n- `SurveyScreenedOut`\n- `SessionExpired`", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.distribution_status"]}, "survey_link": {"name": "survey_link", "description": "The survey link sent with the distribution. This is null when no link was sent.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.survey_link"]}, "survey_session_id": {"name": "survey_session_id", "description": "An identifier that represents the session in which the respondent interacted with the survey", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.survey_session_id"]}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true, "event_time": null, "freshness": {"warn_after": {"count": null, "period": null}, "error_after": {"count": null, "period": null}, "filter": null}, "loaded_at_field": null, "loaded_at_query": null, "meta": {}, "tags": []}, "patch_path": null, "unrendered_config": {"loaded_at_field": null, "loaded_at_query": null, "meta": {}, "tags": []}, "relation_name": "\"postgres\".\"public\".\"distribution_contact\"", "created_at": 1764703206.6663415, "unrendered_database": "{% if target.type != 'spark' %}{{ var('qualtrics_database', target.database) }}{% endif %}", "unrendered_schema": "{{ var('qualtrics_schema', 'qualtrics') }}", "doc_blocks": []}, "source.qualtrics.qualtrics.directory_mailing_list": {"database": "postgres", "schema": "public", "name": "directory_mailing_list", "resource_type": "source", "package_name": "qualtrics", "path": "models/staging/src_qualtrics.yml", "original_file_path": "models/staging/src_qualtrics.yml", "unique_id": "source.qualtrics.qualtrics.directory_mailing_list", "fqn": ["qualtrics", "staging", "qualtrics", "directory_mailing_list"], "source_name": "qualtrics", "source_description": "", "loader": "", "identifier": "directory_mailing_list", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": null, "loaded_at_query": null, "freshness": {"warn_after": {"count": null, "period": null}, "error_after": {"count": null, "period": null}, "filter": null}, "external": null, "description": "Mailing lists are lists of contacts that can receive emails and survey invitations. You can create mailing lists either through file upload or manually.", "columns": {"_fivetran_deleted": {"name": "_fivetran_deleted", "description": "Boolean representing whether the record was soft-deleted in Qualtrics.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics._fivetran_deleted"]}, "_fivetran_synced": {"name": "_fivetran_synced", "description": "The time when a record was last updated by Fivetran.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics._fivetran_synced"]}, "creation_date": {"name": "creation_date", "description": "The creation date and time of the record, expressed as an ISO 8601 value.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.creation_date"]}, "directory_id": {"name": "directory_id", "description": "The directory ID, also known as a pool ID. Example - POOL_012345678901234", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.directory_id"]}, "id": {"name": "id", "description": "The ID for the mailing list.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.mailing_list_id"]}, "last_modified_date": {"name": "last_modified_date", "description": "The point in time when the record was last modified.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.last_modified_date"]}, "name": {"name": "name", "description": "Name of the mailing list.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.mailing_list_name"]}, "owner_id": {"name": "owner_id", "description": "The unique identifier for a specific user who owns this.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.owner_id"]}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true, "event_time": null, "freshness": {"warn_after": {"count": null, "period": null}, "error_after": {"count": null, "period": null}, "filter": null}, "loaded_at_field": null, "loaded_at_query": null, "meta": {}, "tags": []}, "patch_path": null, "unrendered_config": {"loaded_at_field": null, "loaded_at_query": null, "meta": {}, "tags": []}, "relation_name": "\"postgres\".\"public\".\"directory_mailing_list\"", "created_at": 1764703206.66698, "unrendered_database": "{% if target.type != 'spark' %}{{ var('qualtrics_database', target.database) }}{% endif %}", "unrendered_schema": "{{ var('qualtrics_schema', 'qualtrics') }}", "doc_blocks": []}, "source.qualtrics.qualtrics.contact_mailing_list_membership": {"database": "postgres", "schema": "public", "name": "contact_mailing_list_membership", "resource_type": "source", "package_name": "qualtrics", "path": "models/staging/src_qualtrics.yml", "original_file_path": "models/staging/src_qualtrics.yml", "unique_id": "source.qualtrics.qualtrics.contact_mailing_list_membership", "fqn": ["qualtrics", "staging", "qualtrics", "contact_mailing_list_membership"], "source_name": "qualtrics", "source_description": "", "loader": "", "identifier": "contact_mailing_list_membership", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": null, "loaded_at_query": null, "freshness": {"warn_after": {"count": null, "period": null}, "error_after": {"count": null, "period": null}, "filter": null}, "external": null, "description": "Table relating contacts to mailing lists they are a part of.", "columns": {"_fivetran_synced": {"name": "_fivetran_synced", "description": "The time when a record was last updated by Fivetran.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics._fivetran_synced"]}, "contact_id": {"name": "contact_id", "description": "The ID for the contact. Example - CID_012345678901234", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.contact_id"]}, "contact_lookup_id": {"name": "contact_lookup_id", "description": "Optional contact lookup ID for individual distribution.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.contact_lookup_id"]}, "directory_id": {"name": "directory_id", "description": "The directory ID, also known as a pool ID. Example - POOL_012345678901234", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.directory_id"]}, "mailing_list_id": {"name": "mailing_list_id", "description": "The ID for the mailing list.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.mailing_list_id"]}, "name": {"name": "name", "description": "Name of the mailing list.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.mailing_list_name"]}, "owner_id": {"name": "owner_id", "description": "The unique identifier for a specific user who owns this.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.owner_id"]}, "unsubscribe_date": {"name": "unsubscribe_date", "description": "Date and time the user opted out of this mailing list.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.mailing_list_unsubscribe_date"]}, "unsubscribed": {"name": "unsubscribed", "description": "Boolean indicating whether the contact has opted out of receiving email through this mailing list.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.mailing_list_unsubscribed"]}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true, "event_time": null, "freshness": {"warn_after": {"count": null, "period": null}, "error_after": {"count": null, "period": null}, "filter": null}, "loaded_at_field": null, "loaded_at_query": null, "meta": {}, "tags": []}, "patch_path": null, "unrendered_config": {"loaded_at_field": null, "loaded_at_query": null, "meta": {}, "tags": []}, "relation_name": "\"postgres\".\"public\".\"contact_mailing_list_membership\"", "created_at": 1764703206.6676102, "unrendered_database": "{% if target.type != 'spark' %}{{ var('qualtrics_database', target.database) }}{% endif %}", "unrendered_schema": "{{ var('qualtrics_schema', 'qualtrics') }}", "doc_blocks": []}, "source.qualtrics.qualtrics.core_contact": {"database": "postgres", "schema": "public", "name": "core_contact", "resource_type": "source", "package_name": "qualtrics", "path": "models/staging/src_qualtrics.yml", "original_file_path": "models/staging/src_qualtrics.yml", "unique_id": "source.qualtrics.qualtrics.core_contact", "fqn": ["qualtrics", "staging", "qualtrics", "core_contact"], "source_name": "qualtrics", "source_description": "", "loader": "", "identifier": "core_contact", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": null, "loaded_at_query": null, "freshness": {"warn_after": {"count": null, "period": null}, "error_after": {"count": null, "period": null}, "filter": null}, "external": null, "description": "Research Core contacts (non-XM directory).", "columns": {"_fivetran_synced": {"name": "_fivetran_synced", "description": "The time when a record was last updated by Fivetran.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics._fivetran_synced"]}, "id": {"name": "id", "description": "Mailing List Contact ID (different from `contact_id`). ex: `MLRP_*`", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.mailing_list_contact_id"]}, "mailing_list_id": {"name": "mailing_list_id", "description": "The ID for the mailing list.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.mailing_list_id"]}, "first_name": {"name": "first_name", "description": "Contact's first name.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.contact_first_name"]}, "last_name": {"name": "last_name", "description": "Contact's surname.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.contact_last_name"]}, "email": {"name": "email", "description": "Contact's email address. Must be in proper email format.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.contact_email"]}, "external_data_reference": {"name": "external_data_reference", "description": "The external reference for the contact.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.ext_ref"]}, "language": {"name": "language", "description": "The user's default language.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.language"]}, "unsubscribed": {"name": "unsubscribed", "description": "Boolean indicating if the user unsubscribed.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.unsubscribed"]}, "_fivetran_deleted": {"name": "_fivetran_deleted", "description": "Boolean representing whether the record was soft-deleted in Qualtrics.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics._fivetran_deleted"]}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true, "event_time": null, "freshness": {"warn_after": {"count": null, "period": null}, "error_after": {"count": null, "period": null}, "filter": null}, "loaded_at_field": null, "loaded_at_query": null, "meta": {}, "tags": []}, "patch_path": null, "unrendered_config": {"enabled": true, "loaded_at_field": null, "loaded_at_query": null, "meta": {}, "tags": []}, "relation_name": "\"postgres\".\"public\".\"core_contact\"", "created_at": 1764703206.6682863, "unrendered_database": "{% if target.type != 'spark' %}{{ var('qualtrics_database', target.database) }}{% endif %}", "unrendered_schema": "{{ var('qualtrics_schema', 'qualtrics') }}", "doc_blocks": []}, "source.qualtrics.qualtrics.core_mailing_list": {"database": "postgres", "schema": "public", "name": "core_mailing_list", "resource_type": "source", "package_name": "qualtrics", "path": "models/staging/src_qualtrics.yml", "original_file_path": "models/staging/src_qualtrics.yml", "unique_id": "source.qualtrics.qualtrics.core_mailing_list", "fqn": ["qualtrics", "staging", "qualtrics", "core_mailing_list"], "source_name": "qualtrics", "source_description": "", "loader": "", "identifier": "core_mailing_list", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": null, "loaded_at_query": null, "freshness": {"warn_after": {"count": null, "period": null}, "error_after": {"count": null, "period": null}, "filter": null}, "external": null, "description": "Research Core mailing list (non xm-directory).", "columns": {"_fivetran_deleted": {"name": "_fivetran_deleted", "description": "Boolean representing whether the record was soft-deleted in Qualtrics.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics._fivetran_deleted"]}, "_fivetran_synced": {"name": "_fivetran_synced", "description": "The time when a record was last updated by Fivetran.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics._fivetran_synced"]}, "id": {"name": "id", "description": "The ID for the mailing list.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.mailing_list_id"]}, "library_id": {"name": "library_id", "description": "The library ID. Example: `UR_1234567890AbCdE`", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.library_id"]}, "name": {"name": "name", "description": "Name of the mailing list.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.mailing_list_name"]}, "category": {"name": "category", "description": "The library ID. Example: `UR_1234567890AbCdE`", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.mailing_list_category"]}, "folder": {"name": "folder", "description": "The folder this is placed in.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.folder"]}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true, "event_time": null, "freshness": {"warn_after": {"count": null, "period": null}, "error_after": {"count": null, "period": null}, "filter": null}, "loaded_at_field": null, "loaded_at_query": null, "meta": {}, "tags": []}, "patch_path": null, "unrendered_config": {"enabled": true, "loaded_at_field": null, "loaded_at_query": null, "meta": {}, "tags": []}, "relation_name": "\"postgres\".\"public\".\"core_mailing_list\"", "created_at": 1764703206.668973, "unrendered_database": "{% if target.type != 'spark' %}{{ var('qualtrics_database', target.database) }}{% endif %}", "unrendered_schema": "{{ var('qualtrics_schema', 'qualtrics') }}", "doc_blocks": []}}, "macros": {"macro.dbt_postgres.postgres__get_catalog_relations": {"name": "postgres__get_catalog_relations", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/catalog.sql", "original_file_path": "macros/catalog.sql", "unique_id": "macro.dbt_postgres.postgres__get_catalog_relations", "macro_sql": "{% macro postgres__get_catalog_relations(information_schema, relations) -%}\n {%- call statement('catalog', fetch_result=True) -%}\n\n {#\n If the user has multiple databases set and the first one is wrong, this will fail.\n But we won't fail in the case where there are multiple quoting-difference-only dbs, which is better.\n #}\n {% set database = information_schema.database %}\n {{ adapter.verify_database(database) }}\n\n select\n '{{ database }}' as table_database,\n sch.nspname as table_schema,\n tbl.relname as table_name,\n case tbl.relkind\n when 'v' then 'VIEW'\n when 'm' then 'MATERIALIZED VIEW'\n else 'BASE TABLE'\n end as table_type,\n tbl_desc.description as table_comment,\n col.attname as column_name,\n col.attnum as column_index,\n pg_catalog.format_type(col.atttypid, col.atttypmod) as column_type,\n col_desc.description as column_comment,\n pg_get_userbyid(tbl.relowner) as table_owner\n\n from pg_catalog.pg_namespace sch\n join pg_catalog.pg_class tbl on tbl.relnamespace = sch.oid\n join pg_catalog.pg_attribute col on col.attrelid = tbl.oid\n left outer join pg_catalog.pg_description tbl_desc on (tbl_desc.objoid = tbl.oid and tbl_desc.objsubid = 0)\n left outer join pg_catalog.pg_description col_desc on (col_desc.objoid = tbl.oid and col_desc.objsubid = col.attnum)\n where (\n {%- for relation in relations -%}\n {%- if relation.identifier -%}\n (upper(sch.nspname) = upper('{{ relation.schema }}') and\n upper(tbl.relname) = upper('{{ relation.identifier }}'))\n {%- else-%}\n upper(sch.nspname) = upper('{{ relation.schema }}')\n {%- endif -%}\n {%- if not loop.last %} or {% endif -%}\n {%- endfor -%}\n )\n and not pg_is_other_temp_schema(sch.oid) -- not a temporary schema belonging to another session\n and tbl.relpersistence in ('p', 'u') -- [p]ermanent table or [u]nlogged table. Exclude [t]emporary tables\n and tbl.relkind in ('r', 'v', 'f', 'p', 'm') -- o[r]dinary table, [v]iew, [f]oreign table, [p]artitioned table, [m]aterialized view. Other values are [i]ndex, [S]equence, [c]omposite type, [t]OAST table\n and col.attnum > 0 -- negative numbers are used for system columns such as oid\n and not col.attisdropped -- column as not been dropped\n\n order by\n sch.nspname,\n tbl.relname,\n col.attnum\n\n {%- endcall -%}\n\n {{ return(load_result('catalog').table) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1764703203.1644948, "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": 1764703203.1654515, "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": 1764703203.1699498, "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": 1764703203.1710005, "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": 1764703203.1716547, "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": 1764703203.1722865, "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": 1764703203.1732373, "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": 1764703203.1741173, "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": 1764703203.1744673, "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": 1764703203.1751602, "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": 1764703203.176025, "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": 1764703203.177666, "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": 1764703203.178058, "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": 1764703203.1787155, "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": 1764703203.1792638, "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": 1764703203.1801374, "supported_languages": null}, "macro.dbt_postgres.postgres__alter_relation_comment": {"name": "postgres__alter_relation_comment", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__alter_relation_comment", "macro_sql": "{% macro postgres__alter_relation_comment(relation, comment) %}\n {% set escaped_comment = postgres_escape_comment(comment) %}\n {% if relation.type == 'materialized_view' -%}\n {% set relation_type = \"materialized view\" %}\n {%- else -%}\n {%- set relation_type = relation.type -%}\n {%- endif -%}\n comment on {{ relation_type }} {{ relation }} is {{ escaped_comment }};\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres_escape_comment"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1764703203.1809142, "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": 1764703203.1821043, "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": 1764703203.1825097, "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": 1764703203.1827676, "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": 1764703203.183107, "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": 1764703203.1834004, "supported_languages": null}, "macro.dbt_postgres.postgres__current_timestamp": {"name": "postgres__current_timestamp", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/timestamps.sql", "original_file_path": "macros/timestamps.sql", "unique_id": "macro.dbt_postgres.postgres__current_timestamp", "macro_sql": "{% macro postgres__current_timestamp() -%}\n now()\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1764703203.183876, "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": 1764703203.1842446, "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": 1764703203.184465, "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": 1764703203.1847034, "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": 1764703203.184927, "supported_languages": null}, "macro.dbt_postgres.postgres__get_relations": {"name": "postgres__get_relations", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations.sql", "original_file_path": "macros/relations.sql", "unique_id": "macro.dbt_postgres.postgres__get_relations", "macro_sql": "{% macro postgres__get_relations() -%}\n\n {#\n -- in pg_depend, objid is the dependent, refobjid is the referenced object\n -- > a pg_depend entry indicates that the referenced object cannot be\n -- > dropped without also dropping the dependent object.\n #}\n\n {%- call statement('relations', fetch_result=True) -%}\n select distinct\n dependent_namespace.nspname as dependent_schema,\n dependent_class.relname as dependent_name,\n referenced_namespace.nspname as referenced_schema,\n referenced_class.relname as referenced_name\n\n -- Query for views: views are entries in pg_class with an entry in pg_rewrite, but we avoid\n -- a seq scan on pg_rewrite by leveraging the fact there is an \"internal\" row in pg_depend for\n -- the view...\n from pg_class as dependent_class\n join pg_namespace as dependent_namespace on dependent_namespace.oid = dependent_class.relnamespace\n join pg_depend as dependent_depend on dependent_depend.refobjid = dependent_class.oid\n and dependent_depend.classid = 'pg_rewrite'::regclass\n and dependent_depend.refclassid = 'pg_class'::regclass\n and dependent_depend.deptype = 'i'\n\n -- ... and via pg_depend (that has a row per column, hence the need for \"distinct\" above, and\n -- making sure to exclude the internal row to avoid a view appearing to depend on itself)...\n join pg_depend as joining_depend on joining_depend.objid = dependent_depend.objid\n and joining_depend.classid = 'pg_rewrite'::regclass\n and joining_depend.refclassid = 'pg_class'::regclass\n and joining_depend.refobjid != dependent_depend.refobjid\n\n -- ... we can find the tables they query from in pg_class, but excluding system tables. Note we\n -- don't need need to exclude _dependent_ system tables, because they only query from other\n -- system tables, and so are automatically excluded by excluding _referenced_ system tables\n join pg_class as referenced_class on referenced_class.oid = joining_depend.refobjid\n join pg_namespace as referenced_namespace on referenced_namespace.oid = referenced_class.relnamespace\n and referenced_namespace.nspname != 'information_schema'\n and referenced_namespace.nspname not like 'pg\\_%'\n\n order by\n dependent_schema, dependent_name, referenced_schema, referenced_name;\n\n {%- endcall -%}\n\n {{ return(load_result('relations').table) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1764703203.1858816, "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": 1764703203.186152, "supported_languages": null}, "macro.dbt_postgres.postgres__snapshot_merge_sql": {"name": "postgres__snapshot_merge_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/materializations/snapshot_merge.sql", "original_file_path": "macros/materializations/snapshot_merge.sql", "unique_id": "macro.dbt_postgres.postgres__snapshot_merge_sql", "macro_sql": "{% macro postgres__snapshot_merge_sql(target, source, insert_cols) -%}\n {%- set insert_cols_csv = insert_cols | join(', ') -%}\n\n {%- set columns = config.get(\"snapshot_table_column_names\") or get_snapshot_table_column_names() -%}\n\n update {{ target }}\n set {{ columns.dbt_valid_to }} = DBT_INTERNAL_SOURCE.{{ columns.dbt_valid_to }}\n from {{ source }} as DBT_INTERNAL_SOURCE\n where DBT_INTERNAL_SOURCE.{{ columns.dbt_scd_id }}::text = {{ target }}.{{ columns.dbt_scd_id }}::text\n and DBT_INTERNAL_SOURCE.dbt_change_type::text in ('update'::text, 'delete'::text)\n {% if config.get(\"dbt_valid_to_current\") %}\n and ({{ target }}.{{ columns.dbt_valid_to }} = {{ config.get('dbt_valid_to_current') }} or {{ target }}.{{ columns.dbt_valid_to }} is null);\n {% else %}\n and {{ target }}.{{ columns.dbt_valid_to }} is null;\n {% endif %}\n\n\n insert into {{ target }} ({{ insert_cols_csv }})\n select {% for column in insert_cols -%}\n DBT_INTERNAL_SOURCE.{{ column }} {%- if not loop.last %}, {%- endif %}\n {%- endfor %}\n from {{ source }} as DBT_INTERNAL_SOURCE\n where DBT_INTERNAL_SOURCE.dbt_change_type::text = 'insert'::text;\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_snapshot_table_column_names"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1764703203.188492, "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": 1764703203.189373, "supported_languages": null}, "macro.dbt_postgres.postgres__get_incremental_microbatch_sql": {"name": "postgres__get_incremental_microbatch_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/materializations/incremental_strategies.sql", "original_file_path": "macros/materializations/incremental_strategies.sql", "unique_id": "macro.dbt_postgres.postgres__get_incremental_microbatch_sql", "macro_sql": "{% macro postgres__get_incremental_microbatch_sql(arg_dict) %}\n\n {% if arg_dict[\"unique_key\"] %}\n {% do return(adapter.dispatch('get_incremental_merge_sql', 'dbt')(arg_dict)) %}\n {% else %}\n {{ exceptions.raise_compiler_error(\"dbt-postgres 'microbatch' requires a `unique_key` config\") }}\n {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_incremental_merge_sql", "macro.dbt.default__get_incremental_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1764703203.1900313, "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": 1764703203.1909754, "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": 1764703203.1917834, "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": 1764703203.1957722, "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": 1764703203.1962216, "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": 1764703203.197271, "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": 1764703203.197573, "supported_languages": null}, "macro.dbt_postgres.postgres__get_create_materialized_view_as_sql": {"name": "postgres__get_create_materialized_view_as_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations/materialized_view/create.sql", "original_file_path": "macros/relations/materialized_view/create.sql", "unique_id": "macro.dbt_postgres.postgres__get_create_materialized_view_as_sql", "macro_sql": "{% macro postgres__get_create_materialized_view_as_sql(relation, sql) %}\n create materialized view if not exists {{ relation }} as {{ sql }};\n\n {% for _index_dict in config.get('indexes', []) -%}\n {{- get_create_index_sql(relation, _index_dict) -}}{{ ';' if not loop.last else \"\" }}\n {%- endfor -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_create_index_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1764703203.198432, "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": 1764703203.1988084, "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": 1764703203.199378, "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": 1764703203.2004585, "supported_languages": null}, "macro.dbt_postgres.postgres__update_indexes_on_materialized_view": {"name": "postgres__update_indexes_on_materialized_view", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations/materialized_view/alter.sql", "original_file_path": "macros/relations/materialized_view/alter.sql", "unique_id": "macro.dbt_postgres.postgres__update_indexes_on_materialized_view", "macro_sql": "\n\n\n{%- macro postgres__update_indexes_on_materialized_view(relation, index_changes) -%}\n {{- log(\"Applying UPDATE INDEXES to: \" ~ relation) -}}\n\n {%- for _index_change in index_changes -%}\n {%- set _index = _index_change.context -%}\n\n {%- if _index_change.action == \"drop\" -%}\n\n {{ postgres__get_drop_index_sql(relation, _index.name) }}\n\n {%- elif _index_change.action == \"create\" -%}\n\n {{ postgres__get_create_index_sql(relation, _index.as_node_config) }}\n\n {%- endif -%}\n\t{{ ';' if not loop.last else \"\" }}\n\n {%- endfor -%}\n\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_drop_index_sql", "macro.dbt_postgres.postgres__get_create_index_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1764703203.201529, "supported_languages": null}, "macro.dbt_postgres.postgres__get_materialized_view_configuration_changes": {"name": "postgres__get_materialized_view_configuration_changes", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations/materialized_view/alter.sql", "original_file_path": "macros/relations/materialized_view/alter.sql", "unique_id": "macro.dbt_postgres.postgres__get_materialized_view_configuration_changes", "macro_sql": "{% macro postgres__get_materialized_view_configuration_changes(existing_relation, new_config) %}\n {% set _existing_materialized_view = postgres__describe_materialized_view(existing_relation) %}\n {% set _configuration_changes = existing_relation.get_materialized_view_config_change_collection(_existing_materialized_view, new_config.model) %}\n {% do return(_configuration_changes) %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__describe_materialized_view"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1764703203.2021453, "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": 1764703203.2024393, "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": 1764703203.2027397, "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": 1764703203.203977, "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": 1764703203.2043428, "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": 1764703203.20464, "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": 1764703203.2058778, "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": 1764703203.2062378, "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": 1764703203.2065203, "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": 1764703203.2078717, "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": 1764703203.2081852, "supported_languages": null}, "macro.dbt.build_ref_function": {"name": "build_ref_function", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.build_ref_function", "macro_sql": "{% macro build_ref_function(model) %}\n\n {%- set ref_dict = {} -%}\n {%- for _ref in model.refs -%}\n {% set _ref_args = [_ref.get('package'), _ref['name']] if _ref.get('package') else [_ref['name'],] %}\n {%- set resolved = ref(*_ref_args, v=_ref.get('version')) -%}\n\n {#\n We want to get the string of the returned relation by calling .render() in order to skip sample/empty\n mode rendering logic. However, people override the default ref macro, and often return a string instead\n of a relation (like the ref macro does by default). Thus, to make sure we dont blow things up, we have\n to ensure the resolved relation has a .render() method.\n #}\n {%- if resolved.render is defined and resolved.render is callable -%}\n {%- set resolved = resolved.render() -%}\n {%- endif -%}\n\n {%- if _ref.get('version') -%}\n {% do _ref_args.extend([\"v\" ~ _ref['version']]) %}\n {%- endif -%}\n {%- do ref_dict.update({_ref_args | join('.'): resolve_model_name(resolved)}) -%}\n {%- endfor -%}\n\ndef ref(*args, **kwargs):\n refs = {{ ref_dict | tojson }}\n key = '.'.join(args)\n version = kwargs.get(\"v\") or kwargs.get(\"version\")\n if version:\n key += f\".v{version}\"\n dbt_load_df_function = kwargs.get(\"dbt_load_df_function\")\n return dbt_load_df_function(refs[key])\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.resolve_model_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1764703203.2101054, "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": 1764703203.2109385, "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": 1764703203.2121155, "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": 1764703203.2130537, "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": 1764703203.213211, "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": 1764703203.2149131, "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": 1764703203.2153013, "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": 1764703203.2155936, "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": 1764703203.215927, "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": 1764703203.216222, "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": 1764703203.2168212, "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": 1764703203.2175326, "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": 1764703203.2181442, "supported_languages": null}, "macro.dbt.materialization_table_default": {"name": "materialization_table_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/table.sql", "original_file_path": "macros/materializations/models/table.sql", "unique_id": "macro.dbt.materialization_table_default", "macro_sql": "{% materialization table, default %}\n\n {%- set existing_relation = load_cached_relation(this) -%}\n {%- set target_relation = this.incorporate(type='table') %}\n {%- set intermediate_relation = make_intermediate_relation(target_relation) -%}\n -- the intermediate_relation should not already exist in the database; get_relation\n -- will return None in that case. Otherwise, we get a relation that we can drop\n -- later, before we try to use this name for the current operation\n {%- set preexisting_intermediate_relation = load_cached_relation(intermediate_relation) -%}\n /*\n See ../view/view.sql for more information about this relation.\n */\n {%- set backup_relation_type = 'table' if existing_relation is none else existing_relation.type -%}\n {%- set backup_relation = make_backup_relation(target_relation, backup_relation_type) -%}\n -- as above, the backup_relation should not already exist\n {%- set preexisting_backup_relation = load_cached_relation(backup_relation) -%}\n -- grab current tables grants config for comparision later on\n {% set grant_config = config.get('grants') %}\n\n -- drop the temp relations if they exist already in the database\n {{ drop_relation_if_exists(preexisting_intermediate_relation) }}\n {{ drop_relation_if_exists(preexisting_backup_relation) }}\n\n {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n -- `BEGIN` happens here:\n {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n -- build model\n {% call statement('main') -%}\n {{ get_create_table_as_sql(False, intermediate_relation, sql) }}\n {%- endcall %}\n\n {% do create_indexes(intermediate_relation) %}\n\n -- cleanup\n {% if existing_relation is not none %}\n /* Do the equivalent of rename_if_exists. 'existing_relation' could have been dropped\n since the variable was first set. */\n {% set existing_relation = load_cached_relation(existing_relation) %}\n {% if existing_relation is not none %}\n {{ adapter.rename_relation(existing_relation, backup_relation) }}\n {% endif %}\n {% endif %}\n\n {{ adapter.rename_relation(intermediate_relation, target_relation) }}\n\n {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n {% set should_revoke = should_revoke(existing_relation, full_refresh_mode=True) %}\n {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n {% do persist_docs(target_relation, model) %}\n\n -- `COMMIT` happens here\n {{ adapter.commit() }}\n\n -- finally, drop the existing/backup relation after the commit\n {{ drop_relation_if_exists(backup_relation) }}\n\n {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n {{ return({'relations': [target_relation]}) }}\n{% endmaterialization %}", "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.make_intermediate_relation", "macro.dbt.make_backup_relation", "macro.dbt.drop_relation_if_exists", "macro.dbt.run_hooks", "macro.dbt.statement", "macro.dbt.get_create_table_as_sql", "macro.dbt.create_indexes", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1764703203.2222059, "supported_languages": ["sql"]}, "macro.dbt.materialization_view_default": {"name": "materialization_view_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/view.sql", "original_file_path": "macros/materializations/models/view.sql", "unique_id": "macro.dbt.materialization_view_default", "macro_sql": "{%- materialization view, default -%}\n\n {%- set existing_relation = load_cached_relation(this) -%}\n {%- set target_relation = this.incorporate(type='view') -%}\n {%- set intermediate_relation = make_intermediate_relation(target_relation) -%}\n\n -- the intermediate_relation should not already exist in the database; get_relation\n -- will return None in that case. Otherwise, we get a relation that we can drop\n -- later, before we try to use this name for the current operation\n {%- set preexisting_intermediate_relation = load_cached_relation(intermediate_relation) -%}\n /*\n This relation (probably) doesn't exist yet. If it does exist, it's a leftover from\n a previous run, and we're going to try to drop it immediately. At the end of this\n materialization, we're going to rename the \"existing_relation\" to this identifier,\n and then we're going to drop it. In order to make sure we run the correct one of:\n - drop view ...\n - drop table ...\n\n We need to set the type of this relation to be the type of the existing_relation, if it exists,\n or else \"view\" as a sane default if it does not. Note that if the existing_relation does not\n exist, then there is nothing to move out of the way and subsequentally drop. In that case,\n this relation will be effectively unused.\n */\n {%- set backup_relation_type = 'view' if existing_relation is none else existing_relation.type -%}\n {%- set backup_relation = make_backup_relation(target_relation, backup_relation_type) -%}\n -- as above, the backup_relation should not already exist\n {%- set preexisting_backup_relation = load_cached_relation(backup_relation) -%}\n -- grab current tables grants config for comparision later on\n {% set grant_config = config.get('grants') %}\n\n {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n -- drop the temp relations if they exist already in the database\n {{ drop_relation_if_exists(preexisting_intermediate_relation) }}\n {{ drop_relation_if_exists(preexisting_backup_relation) }}\n\n -- `BEGIN` happens here:\n {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n -- build model\n {% call statement('main') -%}\n {{ get_create_view_as_sql(intermediate_relation, sql) }}\n {%- endcall %}\n\n -- cleanup\n -- move the existing view out of the way\n {% if existing_relation is not none %}\n /* Do the equivalent of rename_if_exists. 'existing_relation' could have been dropped\n since the variable was first set. */\n {% set existing_relation = load_cached_relation(existing_relation) %}\n {% if existing_relation is not none %}\n {{ adapter.rename_relation(existing_relation, backup_relation) }}\n {% endif %}\n {% endif %}\n {{ adapter.rename_relation(intermediate_relation, target_relation) }}\n\n {% set should_revoke = should_revoke(existing_relation, full_refresh_mode=True) %}\n {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n {% do persist_docs(target_relation, model) %}\n\n {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n {{ adapter.commit() }}\n\n {{ drop_relation_if_exists(backup_relation) }}\n\n {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n {{ return({'relations': [target_relation]}) }}\n\n{%- endmaterialization -%}", "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.make_intermediate_relation", "macro.dbt.make_backup_relation", "macro.dbt.run_hooks", "macro.dbt.drop_relation_if_exists", "macro.dbt.statement", "macro.dbt.get_create_view_as_sql", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1764703203.2262564, "supported_languages": ["sql"]}, "macro.dbt.materialization_materialized_view_default": {"name": "materialization_materialized_view_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/materialized_view.sql", "original_file_path": "macros/materializations/models/materialized_view.sql", "unique_id": "macro.dbt.materialization_materialized_view_default", "macro_sql": "{% materialization materialized_view, default %}\n {% set existing_relation = load_cached_relation(this) %}\n {% set target_relation = this.incorporate(type=this.MaterializedView) %}\n {% set intermediate_relation = make_intermediate_relation(target_relation) %}\n {% set backup_relation_type = target_relation.MaterializedView if existing_relation is none else existing_relation.type %}\n {% set backup_relation = make_backup_relation(target_relation, backup_relation_type) %}\n\n {{ materialized_view_setup(backup_relation, intermediate_relation, pre_hooks) }}\n\n {% set build_sql = materialized_view_get_build_sql(existing_relation, target_relation, backup_relation, intermediate_relation) %}\n\n {% if build_sql == '' %}\n {{ materialized_view_execute_no_op(target_relation) }}\n {% else %}\n {{ materialized_view_execute_build_sql(build_sql, existing_relation, target_relation, post_hooks) }}\n {% endif %}\n\n {{ materialized_view_teardown(backup_relation, intermediate_relation, post_hooks) }}\n\n {{ return({'relations': [target_relation]}) }}\n\n{% endmaterialization %}", "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.make_intermediate_relation", "macro.dbt.make_backup_relation", "macro.dbt.materialized_view_setup", "macro.dbt.materialized_view_get_build_sql", "macro.dbt.materialized_view_execute_no_op", "macro.dbt.materialized_view_execute_build_sql", "macro.dbt.materialized_view_teardown"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1764703203.2292976, "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": 1764703203.2300735, "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": 1764703203.2305713, "supported_languages": null}, "macro.dbt.materialized_view_get_build_sql": {"name": "materialized_view_get_build_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/materialized_view.sql", "original_file_path": "macros/materializations/models/materialized_view.sql", "unique_id": "macro.dbt.materialized_view_get_build_sql", "macro_sql": "{% macro materialized_view_get_build_sql(existing_relation, target_relation, backup_relation, intermediate_relation) %}\n\n {% set full_refresh_mode = should_full_refresh() %}\n\n -- determine the scenario we're in: create, full_refresh, alter, refresh data\n {% if existing_relation is none %}\n {% set build_sql = get_create_materialized_view_as_sql(target_relation, sql) %}\n {% elif full_refresh_mode or not existing_relation.is_materialized_view %}\n {% set build_sql = get_replace_sql(existing_relation, target_relation, sql) %}\n {% else %}\n\n -- get config options\n {% set on_configuration_change = config.get('on_configuration_change') %}\n {% set configuration_changes = get_materialized_view_configuration_changes(existing_relation, config) %}\n\n {% if configuration_changes is none %}\n {% set build_sql = refresh_materialized_view(target_relation) %}\n\n {% elif on_configuration_change == 'apply' %}\n {% set build_sql = get_alter_materialized_view_as_sql(target_relation, configuration_changes, sql, existing_relation, backup_relation, intermediate_relation) %}\n {% elif on_configuration_change == 'continue' %}\n {% set build_sql = '' %}\n {{ exceptions.warn(\"Configuration changes were identified and `on_configuration_change` was set to `continue` for `\" ~ target_relation.render() ~ \"`\") }}\n {% elif on_configuration_change == 'fail' %}\n {{ exceptions.raise_fail_fast_error(\"Configuration changes were identified and `on_configuration_change` was set to `fail` for `\" ~ target_relation.render() ~ \"`\") }}\n\n {% else %}\n -- this only happens if the user provides a value other than `apply`, 'skip', 'fail'\n {{ exceptions.raise_compiler_error(\"Unexpected configuration scenario\") }}\n\n {% endif %}\n\n {% endif %}\n\n {% do return(build_sql) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.should_full_refresh", "macro.dbt.get_create_materialized_view_as_sql", "macro.dbt.get_replace_sql", "macro.dbt.get_materialized_view_configuration_changes", "macro.dbt.refresh_materialized_view", "macro.dbt.get_alter_materialized_view_as_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1764703203.233165, "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": 1764703203.2336295, "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": 1764703203.2349226, "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": 1764703203.2360523, "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": 1764703203.2380865, "supported_languages": null}, "macro.dbt.default__get_merge_sql": {"name": "default__get_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "unique_id": "macro.dbt.default__get_merge_sql", "macro_sql": "{% macro default__get_merge_sql(target, source, unique_key, dest_columns, incremental_predicates=none) -%}\n {%- set predicates = [] if incremental_predicates is none else [] + incremental_predicates -%}\n {%- set dest_cols_csv = get_quoted_csv(dest_columns | map(attribute=\"name\")) -%}\n {%- set merge_update_columns = config.get('merge_update_columns') -%}\n {%- set merge_exclude_columns = config.get('merge_exclude_columns') -%}\n {%- set update_columns = get_merge_update_columns(merge_update_columns, merge_exclude_columns, dest_columns) -%}\n {%- set sql_header = config.get('sql_header', none) -%}\n\n {% if unique_key %}\n {% if unique_key is sequence and unique_key is not mapping and unique_key is not string %}\n {% for key in unique_key %}\n {% set this_key_match %}\n DBT_INTERNAL_SOURCE.{{ key }} = DBT_INTERNAL_DEST.{{ key }}\n {% endset %}\n {% do predicates.append(this_key_match) %}\n {% endfor %}\n {% else %}\n {% set source_unique_key = (\"DBT_INTERNAL_SOURCE.\" ~ unique_key) | trim %}\n\t {% set target_unique_key = (\"DBT_INTERNAL_DEST.\" ~ unique_key) | trim %}\n\t {% set unique_key_match = equals(source_unique_key, target_unique_key) | trim %}\n {% do predicates.append(unique_key_match) %}\n {% endif %}\n {% else %}\n {% do predicates.append('FALSE') %}\n {% endif %}\n\n {{ sql_header if sql_header is not none }}\n\n merge into {{ target }} as DBT_INTERNAL_DEST\n using {{ source }} as DBT_INTERNAL_SOURCE\n on {{\"(\" ~ predicates | join(\") and (\") ~ \")\"}}\n\n {% if unique_key %}\n when matched then update set\n {% for column_name in update_columns -%}\n {{ column_name }} = DBT_INTERNAL_SOURCE.{{ column_name }}\n {%- if not loop.last %}, {%- endif %}\n {%- endfor %}\n {% endif %}\n\n when not matched then insert\n ({{ dest_cols_csv }})\n values\n ({{ dest_cols_csv }})\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_quoted_csv", "macro.dbt.get_merge_update_columns", "macro.dbt.equals"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1764703203.2416382, "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": 1764703203.242157, "supported_languages": null}, "macro.dbt.default__get_delete_insert_merge_sql": {"name": "default__get_delete_insert_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "unique_id": "macro.dbt.default__get_delete_insert_merge_sql", "macro_sql": "{% macro default__get_delete_insert_merge_sql(target, source, unique_key, dest_columns, incremental_predicates) -%}\n\n {%- set dest_cols_csv = get_quoted_csv(dest_columns | map(attribute=\"name\")) -%}\n\n {% if unique_key %}\n {% if unique_key is string %}\n {% set unique_key = [unique_key] %}\n {% endif %}\n\n {%- set unique_key_str = unique_key|join(', ') -%}\n\n delete from {{ target }} as DBT_INTERNAL_DEST\n where ({{ unique_key_str }}) in (\n select distinct {{ unique_key_str }}\n from {{ source }} as DBT_INTERNAL_SOURCE\n )\n {%- if incremental_predicates %}\n {% for predicate in incremental_predicates %}\n and {{ predicate }}\n {% endfor %}\n {%- endif -%};\n\n {% endif %}\n\n insert into {{ target }} ({{ dest_cols_csv }})\n (\n select {{ dest_cols_csv }}\n from {{ source }}\n )\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.get_quoted_csv"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1764703203.2435877, "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": 1764703203.244117, "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": 1764703203.2453861, "supported_languages": null}, "macro.dbt.get_quoted_csv": {"name": "get_quoted_csv", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/column_helpers.sql", "original_file_path": "macros/materializations/models/incremental/column_helpers.sql", "unique_id": "macro.dbt.get_quoted_csv", "macro_sql": "{% macro get_quoted_csv(column_names) %}\n\n {% set quoted = [] %}\n {% for col in column_names -%}\n {%- do quoted.append(adapter.quote(col)) -%}\n {%- endfor %}\n\n {%- set dest_cols_csv = quoted | join(', ') -%}\n {{ return(dest_cols_csv) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1764703203.2469535, "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": 1764703203.2480397, "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": 1764703203.2493207, "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": 1764703203.2498033, "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": 1764703203.251232, "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": 1764703203.2524679, "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": 1764703203.2529476, "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": 1764703203.253312, "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": 1764703203.253898, "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": 1764703203.2542615, "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": 1764703203.2548475, "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": 1764703203.2552123, "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": 1764703203.255731, "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": 1764703203.2560916, "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": 1764703203.256389, "supported_languages": null}, "macro.dbt.get_incremental_microbatch_sql": {"name": "get_incremental_microbatch_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.get_incremental_microbatch_sql", "macro_sql": "{% macro get_incremental_microbatch_sql(arg_dict) %}\n\n {{ return(adapter.dispatch('get_incremental_microbatch_sql', 'dbt')(arg_dict)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_incremental_microbatch_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1764703203.2567704, "supported_languages": null}, "macro.dbt.default__get_incremental_microbatch_sql": {"name": "default__get_incremental_microbatch_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.default__get_incremental_microbatch_sql", "macro_sql": "{% macro default__get_incremental_microbatch_sql(arg_dict) %}\n\n {{ exceptions.raise_not_implemented('microbatch materialization strategy not implemented for adapter ' + adapter.type()) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1764703203.2572107, "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": 1764703203.2577722, "supported_languages": null}, "macro.dbt.incremental_validate_on_schema_change": {"name": "incremental_validate_on_schema_change", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/on_schema_change.sql", "original_file_path": "macros/materializations/models/incremental/on_schema_change.sql", "unique_id": "macro.dbt.incremental_validate_on_schema_change", "macro_sql": "{% macro incremental_validate_on_schema_change(on_schema_change, default='ignore') %}\n\n {% if on_schema_change not in ['sync_all_columns', 'append_new_columns', 'fail', 'ignore'] %}\n\n {% set log_message = 'Invalid value for on_schema_change (%s) specified. Setting default value of %s.' % (on_schema_change, default) %}\n {% do log(log_message) %}\n\n {{ return(default) }}\n\n {% else %}\n\n {{ return(on_schema_change) }}\n\n {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1764703203.2600088, "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": 1764703203.2623653, "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": 1764703203.2647219, "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": 1764703203.26635, "supported_languages": null}, "macro.dbt.materialization_incremental_default": {"name": "materialization_incremental_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/incremental.sql", "original_file_path": "macros/materializations/models/incremental/incremental.sql", "unique_id": "macro.dbt.materialization_incremental_default", "macro_sql": "{% materialization incremental, default -%}\n\n -- relations\n {%- set existing_relation = load_cached_relation(this) -%}\n {%- set target_relation = this.incorporate(type='table') -%}\n {%- set temp_relation = make_temp_relation(target_relation)-%}\n {%- set intermediate_relation = make_intermediate_relation(target_relation)-%}\n {%- set backup_relation_type = 'table' if existing_relation is none else existing_relation.type -%}\n {%- set backup_relation = make_backup_relation(target_relation, backup_relation_type) -%}\n\n -- configs\n {%- set unique_key = config.get('unique_key') -%}\n {%- set full_refresh_mode = (should_full_refresh() or existing_relation.is_view) -%}\n {%- set on_schema_change = incremental_validate_on_schema_change(config.get('on_schema_change'), default='ignore') -%}\n\n -- the temp_ and backup_ relations should not already exist in the database; get_relation\n -- will return None in that case. Otherwise, we get a relation that we can drop\n -- later, before we try to use this name for the current operation. This has to happen before\n -- BEGIN, in a separate transaction\n {%- set preexisting_intermediate_relation = load_cached_relation(intermediate_relation)-%}\n {%- set preexisting_backup_relation = load_cached_relation(backup_relation) -%}\n -- grab current tables grants config for comparision later on\n {% set grant_config = config.get('grants') %}\n {{ drop_relation_if_exists(preexisting_intermediate_relation) }}\n {{ drop_relation_if_exists(preexisting_backup_relation) }}\n\n {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n -- `BEGIN` happens here:\n {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n {% set to_drop = [] %}\n\n {% set incremental_strategy = config.get('incremental_strategy') or 'default' %}\n {% set strategy_sql_macro_func = adapter.get_incremental_strategy_macro(context, incremental_strategy) %}\n\n {% if existing_relation is none %}\n {% set build_sql = get_create_table_as_sql(False, target_relation, sql) %}\n {% set relation_for_indexes = target_relation %}\n {% elif full_refresh_mode %}\n {% set build_sql = get_create_table_as_sql(False, intermediate_relation, sql) %}\n {% set relation_for_indexes = intermediate_relation %}\n {% set need_swap = true %}\n {% else %}\n {% do run_query(get_create_table_as_sql(True, temp_relation, sql)) %}\n {% set relation_for_indexes = temp_relation %}\n {% set contract_config = config.get('contract') %}\n {% if not contract_config or not contract_config.enforced %}\n {% do adapter.expand_target_column_types(\n from_relation=temp_relation,\n to_relation=target_relation) %}\n {% endif %}\n {#-- Process schema changes. Returns dict of changes if successful. Use source columns for upserting/merging --#}\n {% set dest_columns = process_schema_changes(on_schema_change, temp_relation, existing_relation) %}\n {% if not dest_columns %}\n {% set dest_columns = adapter.get_columns_in_relation(existing_relation) %}\n {% endif %}\n\n {#-- Get the incremental_strategy, the macro to use for the strategy, and build the sql --#}\n {% set incremental_predicates = config.get('predicates', none) or config.get('incremental_predicates', none) %}\n {% set strategy_arg_dict = ({'target_relation': target_relation, 'temp_relation': temp_relation, 'unique_key': unique_key, 'dest_columns': dest_columns, 'incremental_predicates': incremental_predicates }) %}\n {% set build_sql = strategy_sql_macro_func(strategy_arg_dict) %}\n\n {% endif %}\n\n {% call statement(\"main\") %}\n {{ build_sql }}\n {% endcall %}\n\n {% if existing_relation is none or existing_relation.is_view or should_full_refresh() %}\n {% do create_indexes(relation_for_indexes) %}\n {% endif %}\n\n {% if need_swap %}\n {% do adapter.rename_relation(target_relation, backup_relation) %}\n {% do adapter.rename_relation(intermediate_relation, target_relation) %}\n {% do to_drop.append(backup_relation) %}\n {% endif %}\n\n {% set should_revoke = should_revoke(existing_relation, full_refresh_mode) %}\n {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n {% do persist_docs(target_relation, model) %}\n\n {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n -- `COMMIT` happens here\n {% do adapter.commit() %}\n\n {% for rel in to_drop %}\n {% do adapter.drop_relation(rel) %}\n {% endfor %}\n\n {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n {{ return({'relations': [target_relation]}) }}\n\n{%- endmaterialization %}", "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.make_temp_relation", "macro.dbt.make_intermediate_relation", "macro.dbt.make_backup_relation", "macro.dbt.should_full_refresh", "macro.dbt.incremental_validate_on_schema_change", "macro.dbt.drop_relation_if_exists", "macro.dbt.run_hooks", "macro.dbt.get_create_table_as_sql", "macro.dbt.run_query", "macro.dbt.process_schema_changes", "macro.dbt.statement", "macro.dbt.create_indexes", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1764703203.2746997, "supported_languages": ["sql"]}, "macro.dbt.create_or_replace_clone": {"name": "create_or_replace_clone", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/clone/create_or_replace_clone.sql", "original_file_path": "macros/materializations/models/clone/create_or_replace_clone.sql", "unique_id": "macro.dbt.create_or_replace_clone", "macro_sql": "{% macro create_or_replace_clone(this_relation, defer_relation) %}\n {{ return(adapter.dispatch('create_or_replace_clone', 'dbt')(this_relation, defer_relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__create_or_replace_clone"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1764703203.2753184, "supported_languages": null}, "macro.dbt.default__create_or_replace_clone": {"name": "default__create_or_replace_clone", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/clone/create_or_replace_clone.sql", "original_file_path": "macros/materializations/models/clone/create_or_replace_clone.sql", "unique_id": "macro.dbt.default__create_or_replace_clone", "macro_sql": "{% macro default__create_or_replace_clone(this_relation, defer_relation) %}\n create or replace table {{ this_relation.render() }} clone {{ defer_relation.render() }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1764703203.2756798, "supported_languages": null}, "macro.dbt.materialization_clone_default": {"name": "materialization_clone_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/clone/clone.sql", "original_file_path": "macros/materializations/models/clone/clone.sql", "unique_id": "macro.dbt.materialization_clone_default", "macro_sql": "{%- materialization clone, default -%}\n\n {%- set relations = {'relations': []} -%}\n\n {%- if not defer_relation -%}\n -- nothing to do\n {{ log(\"No relation found in state manifest for \" ~ model.unique_id, info=True) }}\n {{ return(relations) }}\n {%- endif -%}\n\n {%- set existing_relation = load_cached_relation(this) -%}\n\n {%- if existing_relation and not flags.FULL_REFRESH -%}\n -- noop!\n {{ log(\"Relation \" ~ existing_relation ~ \" already exists\", info=True) }}\n {{ return(relations) }}\n {%- endif -%}\n\n {%- set other_existing_relation = load_cached_relation(defer_relation) -%}\n\n -- If this is a database that can do zero-copy cloning of tables, and the other relation is a table, then this will be a table\n -- Otherwise, this will be a view\n\n {% set can_clone_table = can_clone_table() %}\n\n {%- if other_existing_relation and other_existing_relation.type == 'table' and can_clone_table -%}\n\n {%- set target_relation = this.incorporate(type='table') -%}\n {% if existing_relation is not none and not existing_relation.is_table %}\n {{ log(\"Dropping relation \" ~ existing_relation.render() ~ \" because it is of type \" ~ existing_relation.type) }}\n {{ drop_relation_if_exists(existing_relation) }}\n {% endif %}\n\n -- as a general rule, data platforms that can clone tables can also do atomic 'create or replace'\n {% if target_relation.database == defer_relation.database and\n target_relation.schema == defer_relation.schema and\n target_relation.identifier == defer_relation.identifier %}\n {{ log(\"Target relation and defer relation are the same, skipping clone for relation: \" ~ target_relation.render()) }}\n {% else %}\n {% call statement('main') %}\n {{ create_or_replace_clone(target_relation, defer_relation) }}\n {% endcall %}\n {% endif %}\n {% set should_revoke = should_revoke(existing_relation, full_refresh_mode=True) %}\n {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n {% do persist_docs(target_relation, model) %}\n\n {{ return({'relations': [target_relation]}) }}\n\n {%- else -%}\n\n {%- set target_relation = this.incorporate(type='view') -%}\n\n -- reuse the view materialization\n -- TODO: support actual dispatch for materialization macros\n -- Tracking ticket: https://github.com/dbt-labs/dbt-core/issues/7799\n {% set search_name = \"materialization_view_\" ~ adapter.type() %}\n {% if not search_name in context %}\n {% set search_name = \"materialization_view_default\" %}\n {% endif %}\n {% set materialization_macro = context[search_name] %}\n {% set relations = materialization_macro() %}\n {{ return(relations) }}\n\n {%- endif -%}\n\n{%- endmaterialization -%}", "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.can_clone_table", "macro.dbt.drop_relation_if_exists", "macro.dbt.statement", "macro.dbt.create_or_replace_clone", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1764703203.280545, "supported_languages": ["sql"]}, "macro.dbt.can_clone_table": {"name": "can_clone_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/clone/can_clone_table.sql", "original_file_path": "macros/materializations/models/clone/can_clone_table.sql", "unique_id": "macro.dbt.can_clone_table", "macro_sql": "{% macro can_clone_table() %}\n {{ return(adapter.dispatch('can_clone_table', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__can_clone_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1764703203.2810507, "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": 1764703203.2812915, "supported_languages": null}, "macro.dbt.create_csv_table": {"name": "create_csv_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.create_csv_table", "macro_sql": "{% macro create_csv_table(model, agate_table) -%}\n {{ adapter.dispatch('create_csv_table', 'dbt')(model, agate_table) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__create_csv_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1764703203.283078, "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": 1764703203.284861, "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": 1764703203.285323, "supported_languages": null}, "macro.dbt.default__reset_csv_table": {"name": "default__reset_csv_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.default__reset_csv_table", "macro_sql": "{% macro default__reset_csv_table(model, full_refresh, old_relation, agate_table) %}\n {% set sql = \"\" %}\n {% if full_refresh %}\n {{ adapter.drop_relation(old_relation) }}\n {% set sql = create_csv_table(model, agate_table) %}\n {% else %}\n {{ adapter.truncate_relation(old_relation) }}\n {% set sql = \"truncate table \" ~ old_relation.render() %}\n {% endif %}\n\n {{ return(sql) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.create_csv_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1764703203.2863102, "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": 1764703203.2867055, "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": 1764703203.286979, "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": 1764703203.2872589, "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": 1764703203.2874916, "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": 1764703203.2878363, "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": 1764703203.2880738, "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": 1764703203.2890105, "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": 1764703203.2894838, "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": 1764703203.2918892, "supported_languages": null}, "macro.dbt.materialization_seed_default": {"name": "materialization_seed_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/seed.sql", "original_file_path": "macros/materializations/seeds/seed.sql", "unique_id": "macro.dbt.materialization_seed_default", "macro_sql": "{% materialization seed, default %}\n\n {%- set identifier = model['alias'] -%}\n {%- set full_refresh_mode = (should_full_refresh()) -%}\n\n {%- set old_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) -%}\n\n {%- set exists_as_table = (old_relation is not none and old_relation.is_table) -%}\n {%- set exists_as_view = (old_relation is not none and old_relation.is_view) -%}\n\n {%- set grant_config = config.get('grants') -%}\n {%- set agate_table = load_agate_table() -%}\n -- grab current tables grants config for comparison later on\n\n {%- do store_result('agate_table', response='OK', agate_table=agate_table) -%}\n\n {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n -- `BEGIN` happens here:\n {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n -- build model\n {% set create_table_sql = \"\" %}\n {% if exists_as_view %}\n {{ exceptions.raise_compiler_error(\"Cannot seed to '{}', it is a view\".format(old_relation.render())) }}\n {% elif exists_as_table %}\n {% set create_table_sql = reset_csv_table(model, full_refresh_mode, old_relation, agate_table) %}\n {% else %}\n {% set create_table_sql = create_csv_table(model, agate_table) %}\n {% endif %}\n\n {% set code = 'CREATE' if full_refresh_mode else 'INSERT' %}\n {% set rows_affected = (agate_table.rows | length) %}\n {% set sql = load_csv_rows(model, agate_table) %}\n\n {% call noop_statement('main', code ~ ' ' ~ rows_affected, code, rows_affected) %}\n {{ get_csv_sql(create_table_sql, sql) }};\n {% endcall %}\n\n {% set target_relation = this.incorporate(type='table') %}\n\n {% set should_revoke = should_revoke(old_relation, full_refresh_mode) %}\n {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n {% do persist_docs(target_relation, model) %}\n\n {% if full_refresh_mode or not exists_as_table %}\n {% do create_indexes(target_relation) %}\n {% endif %}\n\n {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n -- `COMMIT` happens here\n {{ adapter.commit() }}\n\n {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n {{ return({'relations': [target_relation]}) }}\n\n{% endmaterialization %}", "depends_on": {"macros": ["macro.dbt.should_full_refresh", "macro.dbt.run_hooks", "macro.dbt.reset_csv_table", "macro.dbt.create_csv_table", "macro.dbt.load_csv_rows", "macro.dbt.noop_statement", "macro.dbt.get_csv_sql", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs", "macro.dbt.create_indexes"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1764703203.2968464, "supported_languages": ["sql"]}, "macro.dbt.materialization_snapshot_default": {"name": "materialization_snapshot_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/snapshot.sql", "original_file_path": "macros/materializations/snapshots/snapshot.sql", "unique_id": "macro.dbt.materialization_snapshot_default", "macro_sql": "{% materialization snapshot, default %}\n\n {%- set target_table = model.get('alias', model.get('name')) -%}\n\n {%- set strategy_name = config.get('strategy') -%}\n {%- set unique_key = config.get('unique_key') %}\n -- grab current tables grants config for comparision later on\n {%- set grant_config = config.get('grants') -%}\n\n {% set target_relation_exists, target_relation = get_or_create_relation(\n database=model.database,\n schema=model.schema,\n identifier=target_table,\n type='table') -%}\n\n {%- if not target_relation.is_table -%}\n {% do exceptions.relation_wrong_type(target_relation, 'table') %}\n {%- endif -%}\n\n\n {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n {% set strategy_macro = strategy_dispatch(strategy_name) %}\n {# The model['config'] parameter below is no longer used, but passing anyway for compatibility #}\n {# It was a dictionary of config, instead of the config object from the context #}\n {% set strategy = strategy_macro(model, \"snapshotted_data\", \"source_data\", model['config'], target_relation_exists) %}\n\n {% if not target_relation_exists %}\n\n {% set build_sql = build_snapshot_table(strategy, model['compiled_code']) %}\n {% set build_or_select_sql = build_sql %}\n {% set final_sql = create_table_as(False, target_relation, build_sql) %}\n\n {% else %}\n\n {% set columns = config.get(\"snapshot_table_column_names\") or get_snapshot_table_column_names() %}\n\n {{ adapter.assert_valid_snapshot_target_given_strategy(target_relation, columns, strategy) }}\n\n {% set build_or_select_sql = snapshot_staging_table(strategy, sql, target_relation) %}\n {% set staging_table = build_snapshot_staging_table(strategy, sql, target_relation) %}\n\n -- this may no-op if the database does not require column expansion\n {% do adapter.expand_target_column_types(from_relation=staging_table,\n to_relation=target_relation) %}\n\n {% set remove_columns = ['dbt_change_type', 'DBT_CHANGE_TYPE', 'dbt_unique_key', 'DBT_UNIQUE_KEY'] %}\n {% if unique_key | is_list %}\n {% for key in strategy.unique_key %}\n {{ remove_columns.append('dbt_unique_key_' + loop.index|string) }}\n {{ remove_columns.append('DBT_UNIQUE_KEY_' + loop.index|string) }}\n {% endfor %}\n {% endif %}\n\n {% set missing_columns = adapter.get_missing_columns(staging_table, target_relation)\n | rejectattr('name', 'in', remove_columns)\n | list %}\n\n {% do create_columns(target_relation, missing_columns) %}\n\n {% set source_columns = adapter.get_columns_in_relation(staging_table)\n | rejectattr('name', 'in', remove_columns)\n | list %}\n\n {% set quoted_source_columns = [] %}\n {% for column in source_columns %}\n {% do quoted_source_columns.append(adapter.quote(column.name)) %}\n {% endfor %}\n\n {% set final_sql = snapshot_merge_sql(\n target = target_relation,\n source = staging_table,\n insert_cols = quoted_source_columns\n )\n %}\n\n {% endif %}\n\n\n {{ check_time_data_types(build_or_select_sql) }}\n\n {% call statement('main') %}\n {{ final_sql }}\n {% endcall %}\n\n {% set should_revoke = should_revoke(target_relation_exists, full_refresh_mode=False) %}\n {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n {% do persist_docs(target_relation, model) %}\n\n {% if not target_relation_exists %}\n {% do create_indexes(target_relation) %}\n {% endif %}\n\n {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n {{ adapter.commit() }}\n\n {% if staging_table is defined %}\n {% do post_snapshot(staging_table) %}\n {% endif %}\n\n {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n {{ return({'relations': [target_relation]}) }}\n\n{% endmaterialization %}", "depends_on": {"macros": ["macro.dbt.get_or_create_relation", "macro.dbt.run_hooks", "macro.dbt.strategy_dispatch", "macro.dbt.build_snapshot_table", "macro.dbt.create_table_as", "macro.dbt.get_snapshot_table_column_names", "macro.dbt.snapshot_staging_table", "macro.dbt.build_snapshot_staging_table", "macro.dbt.create_columns", "macro.dbt.snapshot_merge_sql", "macro.dbt.check_time_data_types", "macro.dbt.statement", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs", "macro.dbt.create_indexes", "macro.dbt.post_snapshot"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1764703203.3046775, "supported_languages": ["sql"]}, "macro.dbt.create_columns": {"name": "create_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.create_columns", "macro_sql": "{% macro create_columns(relation, columns) %}\n {{ adapter.dispatch('create_columns', 'dbt')(relation, columns) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__create_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1764703203.3087213, "supported_languages": null}, "macro.dbt.default__create_columns": {"name": "default__create_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.default__create_columns", "macro_sql": "{% macro default__create_columns(relation, columns) %}\n {% for column in columns %}\n {% call statement() %}\n alter table {{ relation.render() }} add column {{ adapter.quote(column.name) }} {{ column.data_type }};\n {% endcall %}\n {% endfor %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1764703203.3093712, "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": 1764703203.3097243, "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": 1764703203.3099127, "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": 1764703203.3102064, "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": 1764703203.3104453, "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": 1764703203.3108814, "supported_languages": null}, "macro.dbt.get_snapshot_table_column_names": {"name": "get_snapshot_table_column_names", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.get_snapshot_table_column_names", "macro_sql": "{% macro get_snapshot_table_column_names() %}\n {{ return({'dbt_valid_to': 'dbt_valid_to', 'dbt_valid_from': 'dbt_valid_from', 'dbt_scd_id': 'dbt_scd_id', 'dbt_updated_at': 'dbt_updated_at', 'dbt_is_deleted': 'dbt_is_deleted'}) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1764703203.3113673, "supported_languages": null}, "macro.dbt.default__snapshot_staging_table": {"name": "default__snapshot_staging_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.default__snapshot_staging_table", "macro_sql": "{% macro default__snapshot_staging_table(strategy, source_sql, target_relation) -%}\n {% set columns = config.get('snapshot_table_column_names') or get_snapshot_table_column_names() %}\n {% if strategy.hard_deletes == 'new_record' %}\n {% set new_scd_id = snapshot_hash_arguments([columns.dbt_scd_id, snapshot_get_time()]) %}\n {% endif %}\n with snapshot_query as (\n\n {{ source_sql }}\n\n ),\n\n snapshotted_data as (\n\n select *, {{ unique_key_fields(strategy.unique_key) }}\n from {{ target_relation }}\n where\n {% if config.get('dbt_valid_to_current') %}\n\t\t{% set source_unique_key = columns.dbt_valid_to | trim %}\n\t\t{% set target_unique_key = config.get('dbt_valid_to_current') | trim %}\n\n\t\t{# The exact equals semantics between NULL values depends on the current behavior flag set. Also, update records if the source field is null #}\n ( {{ equals(source_unique_key, target_unique_key) }} or {{ source_unique_key }} is null )\n {% else %}\n {{ columns.dbt_valid_to }} is null\n {% endif %}\n\n ),\n\n insertions_source_data as (\n\n select *, {{ unique_key_fields(strategy.unique_key) }},\n {{ strategy.updated_at }} as {{ columns.dbt_updated_at }},\n {{ strategy.updated_at }} as {{ columns.dbt_valid_from }},\n {{ get_dbt_valid_to_current(strategy, columns) }},\n {{ strategy.scd_id }} as {{ columns.dbt_scd_id }}\n\n from snapshot_query\n ),\n\n updates_source_data as (\n\n select *, {{ unique_key_fields(strategy.unique_key) }},\n {{ strategy.updated_at }} as {{ columns.dbt_updated_at }},\n {{ strategy.updated_at }} as {{ columns.dbt_valid_from }},\n {{ strategy.updated_at }} as {{ columns.dbt_valid_to }}\n\n from snapshot_query\n ),\n\n {%- if strategy.hard_deletes == 'invalidate' or strategy.hard_deletes == 'new_record' %}\n\n deletes_source_data as (\n\n select *, {{ unique_key_fields(strategy.unique_key) }}\n from snapshot_query\n ),\n {% endif %}\n\n insertions as (\n\n select\n 'insert' as dbt_change_type,\n source_data.*\n {%- if strategy.hard_deletes == 'new_record' -%}\n ,'False' as {{ columns.dbt_is_deleted }}\n {%- endif %}\n\n from insertions_source_data as source_data\n left outer join snapshotted_data\n on {{ unique_key_join_on(strategy.unique_key, \"snapshotted_data\", \"source_data\") }}\n where {{ unique_key_is_null(strategy.unique_key, \"snapshotted_data\") }}\n or ({{ unique_key_is_not_null(strategy.unique_key, \"snapshotted_data\") }} and (\n {{ strategy.row_changed }} {%- if strategy.hard_deletes == 'new_record' -%} or snapshotted_data.{{ columns.dbt_is_deleted }} = 'True' {% endif %}\n )\n\n )\n\n ),\n\n updates as (\n\n select\n 'update' as dbt_change_type,\n source_data.*,\n snapshotted_data.{{ columns.dbt_scd_id }}\n {%- if strategy.hard_deletes == 'new_record' -%}\n , snapshotted_data.{{ columns.dbt_is_deleted }}\n {%- endif %}\n\n from updates_source_data as source_data\n join snapshotted_data\n on {{ unique_key_join_on(strategy.unique_key, \"snapshotted_data\", \"source_data\") }}\n where (\n {{ strategy.row_changed }} {%- if strategy.hard_deletes == 'new_record' -%} or snapshotted_data.{{ columns.dbt_is_deleted }} = 'True' {% endif %}\n )\n )\n\n {%- if strategy.hard_deletes == 'invalidate' or strategy.hard_deletes == 'new_record' %}\n ,\n deletes as (\n\n select\n 'delete' as dbt_change_type,\n source_data.*,\n {{ snapshot_get_time() }} as {{ columns.dbt_valid_from }},\n {{ snapshot_get_time() }} as {{ columns.dbt_updated_at }},\n {{ snapshot_get_time() }} as {{ columns.dbt_valid_to }},\n snapshotted_data.{{ columns.dbt_scd_id }}\n {%- if strategy.hard_deletes == 'new_record' -%}\n , snapshotted_data.{{ columns.dbt_is_deleted }}\n {%- endif %}\n from snapshotted_data\n left join deletes_source_data as source_data\n on {{ unique_key_join_on(strategy.unique_key, \"snapshotted_data\", \"source_data\") }}\n where {{ unique_key_is_null(strategy.unique_key, \"source_data\") }}\n\n {%- if strategy.hard_deletes == 'new_record' %}\n and not (\n --avoid updating the record's valid_to if the latest entry is marked as deleted\n snapshotted_data.{{ columns.dbt_is_deleted }} = 'True'\n and\n {% if config.get('dbt_valid_to_current') -%}\n snapshotted_data.{{ columns.dbt_valid_to }} = {{ config.get('dbt_valid_to_current') }}\n {%- else -%}\n snapshotted_data.{{ columns.dbt_valid_to }} is null\n {%- endif %}\n )\n {%- endif %}\n )\n {%- endif %}\n\n {%- if strategy.hard_deletes == 'new_record' %}\n {% set snapshotted_cols = get_list_of_column_names(get_columns_in_relation(target_relation)) %}\n {% set source_sql_cols = get_column_schema_from_query(source_sql) %}\n ,\n deletion_records as (\n\n select\n 'insert' as dbt_change_type,\n {#/*\n If a column has been added to the source it won't yet exist in the\n snapshotted table so we insert a null value as a placeholder for the column.\n */#}\n {%- for col in source_sql_cols -%}\n {%- if col.name in snapshotted_cols -%}\n snapshotted_data.{{ adapter.quote(col.column) }},\n {%- else -%}\n NULL as {{ adapter.quote(col.column) }},\n {%- endif -%}\n {% endfor -%}\n {%- if strategy.unique_key | is_list -%}\n {%- for key in strategy.unique_key -%}\n snapshotted_data.{{ key }} as dbt_unique_key_{{ loop.index }},\n {% endfor -%}\n {%- else -%}\n snapshotted_data.dbt_unique_key as dbt_unique_key,\n {% endif -%}\n {{ snapshot_get_time() }} as {{ columns.dbt_valid_from }},\n {{ snapshot_get_time() }} as {{ columns.dbt_updated_at }},\n snapshotted_data.{{ columns.dbt_valid_to }} as {{ columns.dbt_valid_to }},\n {{ new_scd_id }} as {{ columns.dbt_scd_id }},\n 'True' as {{ columns.dbt_is_deleted }}\n from snapshotted_data\n left join deletes_source_data as source_data\n on {{ unique_key_join_on(strategy.unique_key, \"snapshotted_data\", \"source_data\") }}\n where {{ unique_key_is_null(strategy.unique_key, \"source_data\") }}\n and not (\n --avoid inserting a new record if the latest one is marked as deleted\n snapshotted_data.{{ columns.dbt_is_deleted }} = 'True'\n and\n {% if config.get('dbt_valid_to_current') -%}\n snapshotted_data.{{ columns.dbt_valid_to }} = {{ config.get('dbt_valid_to_current') }}\n {%- else -%}\n snapshotted_data.{{ columns.dbt_valid_to }} is null\n {%- endif %}\n )\n\n )\n {%- endif %}\n\n select * from insertions\n union all\n select * from updates\n {%- if strategy.hard_deletes == 'invalidate' or strategy.hard_deletes == 'new_record' %}\n union all\n select * from deletes\n {%- endif %}\n {%- if strategy.hard_deletes == 'new_record' %}\n union all\n select * from deletion_records\n {%- endif %}\n\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.get_snapshot_table_column_names", "macro.dbt.snapshot_hash_arguments", "macro.dbt.snapshot_get_time", "macro.dbt.unique_key_fields", "macro.dbt.equals", "macro.dbt.get_dbt_valid_to_current", "macro.dbt.unique_key_join_on", "macro.dbt.unique_key_is_null", "macro.dbt.unique_key_is_not_null", "macro.dbt.get_list_of_column_names", "macro.dbt.get_columns_in_relation", "macro.dbt.get_column_schema_from_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1764703203.320163, "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": 1764703203.320582, "supported_languages": null}, "macro.dbt.default__build_snapshot_table": {"name": "default__build_snapshot_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.default__build_snapshot_table", "macro_sql": "{% macro default__build_snapshot_table(strategy, sql) %}\n {% set columns = config.get('snapshot_table_column_names') or get_snapshot_table_column_names() %}\n\n select *,\n {{ strategy.scd_id }} as {{ columns.dbt_scd_id }},\n {{ strategy.updated_at }} as {{ columns.dbt_updated_at }},\n {{ strategy.updated_at }} as {{ columns.dbt_valid_from }},\n {{ get_dbt_valid_to_current(strategy, columns) }}\n {%- if strategy.hard_deletes == 'new_record' -%}\n , 'False' as {{ columns.dbt_is_deleted }}\n {% endif -%}\n from (\n {{ sql }}\n ) sbq\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_snapshot_table_column_names", "macro.dbt.get_dbt_valid_to_current"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1764703203.3216183, "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": 1764703203.3224523, "supported_languages": null}, "macro.dbt.get_updated_at_column_data_type": {"name": "get_updated_at_column_data_type", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.get_updated_at_column_data_type", "macro_sql": "{% macro get_updated_at_column_data_type(snapshot_sql) %}\n {% set snapshot_sql_column_schema = get_column_schema_from_query(snapshot_sql) %}\n {% set dbt_updated_at_data_type = null %}\n {% set ns = namespace() -%} {#-- handle for-loop scoping with a namespace --#}\n {% set ns.dbt_updated_at_data_type = null -%}\n {% for column in snapshot_sql_column_schema %}\n {% if ((column.column == 'dbt_updated_at') or (column.column == 'DBT_UPDATED_AT')) %}\n {% set ns.dbt_updated_at_data_type = column.dtype %}\n {% endif %}\n {% endfor %}\n {{ return(ns.dbt_updated_at_data_type or none) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_column_schema_from_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1764703203.3236363, "supported_languages": null}, "macro.dbt.check_time_data_types": {"name": "check_time_data_types", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.check_time_data_types", "macro_sql": "{% macro check_time_data_types(sql) %}\n {% set dbt_updated_at_data_type = get_updated_at_column_data_type(sql) %}\n {% set snapshot_get_time_data_type = get_snapshot_get_time_data_type() %}\n {% if snapshot_get_time_data_type is not none and dbt_updated_at_data_type is not none and snapshot_get_time_data_type != dbt_updated_at_data_type %}\n {% if exceptions.warn_snapshot_timestamp_data_types %}\n {{ exceptions.warn_snapshot_timestamp_data_types(snapshot_get_time_data_type, dbt_updated_at_data_type) }}\n {% endif %}\n {% endif %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_updated_at_column_data_type", "macro.dbt.get_snapshot_get_time_data_type"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1764703203.324471, "supported_languages": null}, "macro.dbt.get_dbt_valid_to_current": {"name": "get_dbt_valid_to_current", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.get_dbt_valid_to_current", "macro_sql": "{% macro get_dbt_valid_to_current(strategy, columns) %}\n {% set dbt_valid_to_current = config.get('dbt_valid_to_current') or \"null\" %}\n coalesce(nullif({{ strategy.updated_at }}, {{ strategy.updated_at }}), {{dbt_valid_to_current}})\n as {{ columns.dbt_valid_to }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1764703203.3250375, "supported_languages": null}, "macro.dbt.unique_key_fields": {"name": "unique_key_fields", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.unique_key_fields", "macro_sql": "{% macro unique_key_fields(unique_key) %}\n {% if unique_key | is_list %}\n {% for key in unique_key %}\n {{ key }} as dbt_unique_key_{{ loop.index }}\n {%- if not loop.last %} , {%- endif %}\n {% endfor %}\n {% else %}\n {{ unique_key }} as dbt_unique_key\n {% endif %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1764703203.3257265, "supported_languages": null}, "macro.dbt.unique_key_join_on": {"name": "unique_key_join_on", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.unique_key_join_on", "macro_sql": "{% macro unique_key_join_on(unique_key, identifier, from_identifier) %}\n {% if unique_key | is_list %}\n {% for key in unique_key %}\n\t {% set source_unique_key = (identifier ~ \".dbt_unique_key_\" ~ loop.index) | trim %}\n\t {% set target_unique_key = (from_identifier ~ \".dbt_unique_key_\" ~ loop.index) | trim %}\n\t {{ equals(source_unique_key, target_unique_key) }}\n {%- if not loop.last %} and {%- endif %}\n {% endfor %}\n {% else %}\n {{ identifier }}.dbt_unique_key = {{ from_identifier }}.dbt_unique_key\n {% endif %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.equals"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1764703203.3268588, "supported_languages": null}, "macro.dbt.unique_key_is_null": {"name": "unique_key_is_null", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.unique_key_is_null", "macro_sql": "{% macro unique_key_is_null(unique_key, identifier) %}\n {% if unique_key | is_list %}\n {{ identifier }}.dbt_unique_key_1 is null\n {% else %}\n {{ identifier }}.dbt_unique_key is null\n {% endif %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1764703203.3272781, "supported_languages": null}, "macro.dbt.unique_key_is_not_null": {"name": "unique_key_is_not_null", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.unique_key_is_not_null", "macro_sql": "{% macro unique_key_is_not_null(unique_key, identifier) %}\n {% if unique_key | is_list %}\n {{ identifier }}.dbt_unique_key_1 is not null\n {% else %}\n {{ identifier }}.dbt_unique_key is not null\n {% endif %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1764703203.3277054, "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": 1764703203.3316588, "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": 1764703203.331999, "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": 1764703203.3324482, "supported_languages": null}, "macro.dbt.snapshot_timestamp_strategy": {"name": "snapshot_timestamp_strategy", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.snapshot_timestamp_strategy", "macro_sql": "{% macro snapshot_timestamp_strategy(node, snapshotted_rel, current_rel, model_config, target_exists) %}\n {# The model_config parameter is no longer used, but is passed in anyway for compatibility. #}\n {% set primary_key = config.get('unique_key') %}\n {% set updated_at = config.get('updated_at') %}\n {% set hard_deletes = adapter.get_hard_deletes_behavior(config) %}\n {% set invalidate_hard_deletes = hard_deletes == 'invalidate' %}\n {% set columns = config.get(\"snapshot_table_column_names\") or get_snapshot_table_column_names() %}\n\n {#/*\n The snapshot relation might not have an {{ updated_at }} value if the\n snapshot strategy is changed from `check` to `timestamp`. We\n should use a dbt-created column for the comparison in the snapshot\n table instead of assuming that the user-supplied {{ updated_at }}\n will be present in the historical data.\n\n See https://github.com/dbt-labs/dbt-core/issues/2350\n */ #}\n {% set row_changed_expr -%}\n ({{ snapshotted_rel }}.{{ columns.dbt_valid_from }} < {{ current_rel }}.{{ updated_at }})\n {%- endset %}\n\n {% set scd_args = api.Relation.scd_args(primary_key, updated_at) %}\n {% set scd_id_expr = snapshot_hash_arguments(scd_args) %}\n\n {% do return({\n \"unique_key\": primary_key,\n \"updated_at\": updated_at,\n \"row_changed\": row_changed_expr,\n \"scd_id\": scd_id_expr,\n \"invalidate_hard_deletes\": invalidate_hard_deletes,\n \"hard_deletes\": hard_deletes\n }) %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_snapshot_table_column_names", "macro.dbt.snapshot_hash_arguments"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1764703203.3343883, "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": 1764703203.334738, "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": 1764703203.335078, "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": 1764703203.3379526, "supported_languages": null}, "macro.dbt.snapshot_check_strategy": {"name": "snapshot_check_strategy", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.snapshot_check_strategy", "macro_sql": "{% macro snapshot_check_strategy(node, snapshotted_rel, current_rel, model_config, target_exists) %}\n {# The model_config parameter is no longer used, but is passed in anyway for compatibility. #}\n {% set check_cols_config = config.get('check_cols') %}\n {% set primary_key = config.get('unique_key') %}\n {% set hard_deletes = adapter.get_hard_deletes_behavior(config) %}\n {% set invalidate_hard_deletes = hard_deletes == 'invalidate' %}\n {% set updated_at = config.get('updated_at') or snapshot_get_time() %}\n\n {% set column_added = false %}\n\n {% set column_added, check_cols = snapshot_check_all_get_existing_columns(node, target_exists, check_cols_config) %}\n\n {%- set row_changed_expr -%}\n (\n {%- if column_added -%}\n {{ get_true_sql() }}\n {%- else -%}\n {%- for col in check_cols -%}\n {{ snapshotted_rel }}.{{ col }} != {{ current_rel }}.{{ col }}\n or\n (\n (({{ snapshotted_rel }}.{{ col }} is null) and not ({{ current_rel }}.{{ col }} is null))\n or\n ((not {{ snapshotted_rel }}.{{ col }} is null) and ({{ current_rel }}.{{ col }} is null))\n )\n {%- if not loop.last %} or {% endif -%}\n {%- endfor -%}\n {%- endif -%}\n )\n {%- endset %}\n\n {% set scd_args = api.Relation.scd_args(primary_key, updated_at) %}\n {% set scd_id_expr = snapshot_hash_arguments(scd_args) %}\n\n {% do return({\n \"unique_key\": primary_key,\n \"updated_at\": updated_at,\n \"row_changed\": row_changed_expr,\n \"scd_id\": scd_id_expr,\n \"invalidate_hard_deletes\": invalidate_hard_deletes,\n \"hard_deletes\": hard_deletes\n }) %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.snapshot_get_time", "macro.dbt.snapshot_check_all_get_existing_columns", "macro.dbt.get_true_sql", "macro.dbt.snapshot_hash_arguments"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1764703203.3407834, "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": 1764703203.3415966, "supported_languages": null}, "macro.dbt.default__snapshot_merge_sql": {"name": "default__snapshot_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/snapshot_merge.sql", "original_file_path": "macros/materializations/snapshots/snapshot_merge.sql", "unique_id": "macro.dbt.default__snapshot_merge_sql", "macro_sql": "{% macro default__snapshot_merge_sql(target, source, insert_cols) -%}\n {%- set insert_cols_csv = insert_cols | join(', ') -%}\n\n {%- set columns = config.get(\"snapshot_table_column_names\") or get_snapshot_table_column_names() -%}\n\n merge into {{ target.render() }} as DBT_INTERNAL_DEST\n using {{ source }} as DBT_INTERNAL_SOURCE\n on DBT_INTERNAL_SOURCE.{{ columns.dbt_scd_id }} = DBT_INTERNAL_DEST.{{ columns.dbt_scd_id }}\n\n when matched\n {% if config.get(\"dbt_valid_to_current\") %}\n\t{% set source_unique_key = (\"DBT_INTERNAL_DEST.\" ~ columns.dbt_valid_to) | trim %}\n\t{% set target_unique_key = config.get('dbt_valid_to_current') | trim %}\n\tand ({{ equals(source_unique_key, target_unique_key) }} or {{ source_unique_key }} is null)\n\n {% else %}\n and DBT_INTERNAL_DEST.{{ columns.dbt_valid_to }} is null\n {% endif %}\n and DBT_INTERNAL_SOURCE.dbt_change_type in ('update', 'delete')\n then update\n set {{ columns.dbt_valid_to }} = DBT_INTERNAL_SOURCE.{{ columns.dbt_valid_to }}\n\n when not matched\n and DBT_INTERNAL_SOURCE.dbt_change_type = 'insert'\n then insert ({{ insert_cols_csv }})\n values ({{ insert_cols_csv }})\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_snapshot_table_column_names", "macro.dbt.equals"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1764703203.343251, "supported_languages": null}, "macro.dbt.materialization_unit_default": {"name": "materialization_unit_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/tests/unit.sql", "original_file_path": "macros/materializations/tests/unit.sql", "unique_id": "macro.dbt.materialization_unit_default", "macro_sql": "{%- materialization unit, default -%}\n\n {% set relations = [] %}\n\n {% set expected_rows = config.get('expected_rows') %}\n {% set expected_sql = config.get('expected_sql') %}\n {% set tested_expected_column_names = expected_rows[0].keys() if (expected_rows | length ) > 0 else get_columns_in_query(sql) %}\n\n {%- set target_relation = this.incorporate(type='table') -%}\n {%- set temp_relation = make_temp_relation(target_relation)-%}\n {% do run_query(get_create_table_as_sql(True, temp_relation, get_empty_subquery_sql(sql))) %}\n {%- set columns_in_relation = adapter.get_columns_in_relation(temp_relation) -%}\n {%- set column_name_to_data_types = {} -%}\n {%- set column_name_to_quoted = {} -%}\n {%- for column in columns_in_relation -%}\n {%- do column_name_to_data_types.update({column.name|lower: column.data_type}) -%}\n {%- do column_name_to_quoted.update({column.name|lower: column.quoted}) -%}\n {%- endfor -%}\n\n {%- set expected_column_names_quoted = [] -%}\n {%- for column_name in tested_expected_column_names -%}\n {%- do expected_column_names_quoted.append(column_name_to_quoted[column_name|lower]) -%}\n {%- endfor -%}\n\n {% if not expected_sql %}\n {% set expected_sql = get_expected_sql(expected_rows, column_name_to_data_types, column_name_to_quoted) %}\n {% endif %}\n {% set unit_test_sql = get_unit_test_sql(sql, expected_sql, expected_column_names_quoted) %}\n\n {% call statement('main', fetch_result=True) -%}\n\n {{ unit_test_sql }}\n\n {%- endcall %}\n\n {% do adapter.drop_relation(temp_relation) %}\n\n {{ return({'relations': relations}) }}\n\n{%- endmaterialization -%}", "depends_on": {"macros": ["macro.dbt.get_columns_in_query", "macro.dbt.make_temp_relation", "macro.dbt.run_query", "macro.dbt.get_create_table_as_sql", "macro.dbt.get_empty_subquery_sql", "macro.dbt.get_expected_sql", "macro.dbt.get_unit_test_sql", "macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1764703203.346923, "supported_languages": ["sql"]}, "macro.dbt.materialization_test_default": {"name": "materialization_test_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/tests/test.sql", "original_file_path": "macros/materializations/tests/test.sql", "unique_id": "macro.dbt.materialization_test_default", "macro_sql": "{%- materialization test, default -%}\n\n {% set relations = [] %}\n {% set limit = config.get('limit') %}\n\n {% set sql_with_limit %}\n {{ get_limit_subquery_sql(sql, limit) }}\n {% endset %}\n\n {% if should_store_failures() %}\n\n {% set identifier = model['alias'] %}\n {% set old_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) %}\n\n {% set store_failures_as = config.get('store_failures_as') %}\n -- if `--store-failures` is invoked via command line and `store_failures_as` is not set,\n -- config.get('store_failures_as', 'table') returns None, not 'table'\n {% if store_failures_as == none %}{% set store_failures_as = 'table' %}{% endif %}\n {% if store_failures_as not in ['table', 'view'] %}\n {{ exceptions.raise_compiler_error(\n \"'\" ~ store_failures_as ~ \"' is not a valid value for `store_failures_as`. \"\n \"Accepted values are: ['ephemeral', 'table', 'view']\"\n ) }}\n {% endif %}\n\n {% set target_relation = api.Relation.create(\n identifier=identifier, schema=schema, database=database, type=store_failures_as) -%} %}\n\n {% if old_relation %}\n {% do adapter.drop_relation(old_relation) %}\n {% endif %}\n\n {% call statement(auto_begin=True) %}\n {{ get_create_sql(target_relation, sql_with_limit) }}\n {% endcall %}\n\n {% do relations.append(target_relation) %}\n\n {# Since the test failures have already been saved to the database, reuse that result rather than querying again #}\n {% set main_sql %}\n select *\n from {{ target_relation }}\n {% endset %}\n\n {{ adapter.commit() }}\n\n {% else %}\n\n {% set main_sql = sql_with_limit %}\n\n {% endif %}\n\n {% set fail_calc = config.get('fail_calc') %}\n {% set warn_if = config.get('warn_if') %}\n {% set error_if = config.get('error_if') %}\n\n {% call statement('main', fetch_result=True) -%}\n\n {# The limit has already been included above, and we do not want to duplicate it again. We also want to be safe for macro overrides treating `limit` as a required parameter. #}\n {{ get_test_sql(main_sql, fail_calc, warn_if, error_if, limit=none)}}\n\n {%- endcall %}\n\n {{ return({'relations': relations}) }}\n\n{%- endmaterialization -%}", "depends_on": {"macros": ["macro.dbt.get_limit_subquery_sql", "macro.dbt.should_store_failures", "macro.dbt.statement", "macro.dbt.get_create_sql", "macro.dbt.get_test_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1764703203.3514307, "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": 1764703203.3524888, "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": 1764703203.353111, "supported_languages": null}, "macro.dbt.get_unit_test_sql": {"name": "get_unit_test_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/tests/helpers.sql", "original_file_path": "macros/materializations/tests/helpers.sql", "unique_id": "macro.dbt.get_unit_test_sql", "macro_sql": "{% macro get_unit_test_sql(main_sql, expected_fixture_sql, expected_column_names) -%}\n {{ adapter.dispatch('get_unit_test_sql', 'dbt')(main_sql, expected_fixture_sql, expected_column_names) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_unit_test_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1764703203.3535202, "supported_languages": null}, "macro.dbt.default__get_unit_test_sql": {"name": "default__get_unit_test_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/tests/helpers.sql", "original_file_path": "macros/materializations/tests/helpers.sql", "unique_id": "macro.dbt.default__get_unit_test_sql", "macro_sql": "{% macro default__get_unit_test_sql(main_sql, expected_fixture_sql, expected_column_names) -%}\n-- Build actual result given inputs\nwith dbt_internal_unit_test_actual as (\n select\n {% for expected_column_name in expected_column_names %}{{expected_column_name}}{% if not loop.last -%},{% endif %}{%- endfor -%}, {{ dbt.string_literal(\"actual\") }} as {{ adapter.quote(\"actual_or_expected\") }}\n from (\n {{ main_sql }}\n ) _dbt_internal_unit_test_actual\n),\n-- Build expected result\ndbt_internal_unit_test_expected as (\n select\n {% for expected_column_name in expected_column_names %}{{expected_column_name}}{% if not loop.last -%}, {% endif %}{%- endfor -%}, {{ dbt.string_literal(\"expected\") }} as {{ adapter.quote(\"actual_or_expected\") }}\n from (\n {{ expected_fixture_sql }}\n ) _dbt_internal_unit_test_expected\n)\n-- Union actual and expected results\nselect * from dbt_internal_unit_test_actual\nunion all\nselect * from dbt_internal_unit_test_expected\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.string_literal"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1764703203.3547277, "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": 1764703203.355339, "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": 1764703203.3561058, "supported_languages": null}, "macro.dbt.materialization_function_default": {"name": "materialization_function_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/functions/function.sql", "original_file_path": "macros/materializations/functions/function.sql", "unique_id": "macro.dbt.materialization_function_default", "macro_sql": "{% materialization function, default, supported_languages=['sql', 'python'] %}\n {% set existing_relation = load_cached_relation(this) %}\n {% set target_relation = this.incorporate(type=this.Function) %}\n\n {{ run_hooks(pre_hooks) }}\n\n {% set function_config = this.get_function_config(model) %}\n {% set macro_name = this.get_function_macro_name(function_config) %}\n\n {# Doing this aliasing of adapter.dispatch is a hacky way to disable the static analysis of actually calling adapter.dispatch #}\n {# This is necessary because the static analysis breaks being able to dynamically pass a macro_name #}\n {% set _dispatch = adapter.dispatch %}\n\n {% set build_sql = _dispatch(macro_name, 'dbt')(target_relation) %}\n {{ function_execute_build_sql(build_sql, existing_relation, target_relation) }}\n {{ run_hooks(post_hooks) }}\n\n {{ return({'relations': [target_relation]}) }}\n\n{% endmaterialization %}", "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.run_hooks", "macro.dbt.function_execute_build_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1764703203.3579168, "supported_languages": ["sql", "python"]}, "macro.dbt.function_execute_build_sql": {"name": "function_execute_build_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/functions/helpers.sql", "original_file_path": "macros/materializations/functions/helpers.sql", "unique_id": "macro.dbt.function_execute_build_sql", "macro_sql": "{% macro function_execute_build_sql(build_sql, existing_relation, target_relation) %}\n {{ return(adapter.dispatch('function_execute_build_sql', 'dbt')(build_sql, existing_relation, target_relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__function_execute_build_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1764703203.3586397, "supported_languages": null}, "macro.dbt.default__function_execute_build_sql": {"name": "default__function_execute_build_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/functions/helpers.sql", "original_file_path": "macros/materializations/functions/helpers.sql", "unique_id": "macro.dbt.default__function_execute_build_sql", "macro_sql": "{% macro default__function_execute_build_sql(build_sql, existing_relation, target_relation) %}\n\n {% set grant_config = config.get('grants') %}\n\n {% call statement(name=\"main\") %}\n {{ build_sql }}\n {% endcall %}\n\n {% set should_revoke = should_revoke(existing_relation, full_refresh_mode=True) %}\n {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n {% do persist_docs(target_relation, model) %}\n\n {{ adapter.commit() }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1764703203.3596835, "supported_languages": null}, "macro.dbt.scalar_function_sql": {"name": "scalar_function_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/functions/scalar.sql", "original_file_path": "macros/materializations/functions/scalar.sql", "unique_id": "macro.dbt.scalar_function_sql", "macro_sql": "{% macro scalar_function_sql(target_relation) %}\n {{ return(adapter.dispatch('scalar_function_sql', 'dbt')(target_relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__scalar_function_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1764703203.360937, "supported_languages": null}, "macro.dbt.default__scalar_function_sql": {"name": "default__scalar_function_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/functions/scalar.sql", "original_file_path": "macros/materializations/functions/scalar.sql", "unique_id": "macro.dbt.default__scalar_function_sql", "macro_sql": "{% macro default__scalar_function_sql(target_relation) %}\n {{ scalar_function_create_replace_signature_sql(target_relation) }}\n {{ scalar_function_body_sql() }};\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.scalar_function_create_replace_signature_sql", "macro.dbt.scalar_function_body_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1764703203.361253, "supported_languages": null}, "macro.dbt.scalar_function_create_replace_signature_sql": {"name": "scalar_function_create_replace_signature_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/functions/scalar.sql", "original_file_path": "macros/materializations/functions/scalar.sql", "unique_id": "macro.dbt.scalar_function_create_replace_signature_sql", "macro_sql": "{% macro scalar_function_create_replace_signature_sql(target_relation) %}\n {{ return(adapter.dispatch('scalar_function_create_replace_signature_sql', 'dbt')(target_relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__scalar_function_create_replace_signature_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1764703203.3616307, "supported_languages": null}, "macro.dbt.default__scalar_function_create_replace_signature_sql": {"name": "default__scalar_function_create_replace_signature_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/functions/scalar.sql", "original_file_path": "macros/materializations/functions/scalar.sql", "unique_id": "macro.dbt.default__scalar_function_create_replace_signature_sql", "macro_sql": "{% macro default__scalar_function_create_replace_signature_sql(target_relation) %}\n CREATE OR REPLACE FUNCTION {{ target_relation.render() }} ({{ formatted_scalar_function_args_sql()}})\n RETURNS {{ model.returns.data_type }}\n {{ scalar_function_volatility_sql() }}\n AS\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.formatted_scalar_function_args_sql", "macro.dbt.scalar_function_volatility_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1764703203.3621762, "supported_languages": null}, "macro.dbt.formatted_scalar_function_args_sql": {"name": "formatted_scalar_function_args_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/functions/scalar.sql", "original_file_path": "macros/materializations/functions/scalar.sql", "unique_id": "macro.dbt.formatted_scalar_function_args_sql", "macro_sql": "{% macro formatted_scalar_function_args_sql() %}\n {{ return(adapter.dispatch('formatted_scalar_function_args_sql', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__formatted_scalar_function_args_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1764703203.362511, "supported_languages": null}, "macro.dbt.default__formatted_scalar_function_args_sql": {"name": "default__formatted_scalar_function_args_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/functions/scalar.sql", "original_file_path": "macros/materializations/functions/scalar.sql", "unique_id": "macro.dbt.default__formatted_scalar_function_args_sql", "macro_sql": "{% macro default__formatted_scalar_function_args_sql() %}\n {% set args = [] %}\n {% for arg in model.arguments -%}\n {%- do args.append(arg.name ~ ' ' ~ arg.data_type) -%}\n {%- endfor %}\n {{ args | join(', ') }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1764703203.363161, "supported_languages": null}, "macro.dbt.scalar_function_body_sql": {"name": "scalar_function_body_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/functions/scalar.sql", "original_file_path": "macros/materializations/functions/scalar.sql", "unique_id": "macro.dbt.scalar_function_body_sql", "macro_sql": "{% macro scalar_function_body_sql() %}\n {{ return(adapter.dispatch('scalar_function_body_sql', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__scalar_function_body_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1764703203.3634982, "supported_languages": null}, "macro.dbt.default__scalar_function_body_sql": {"name": "default__scalar_function_body_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/functions/scalar.sql", "original_file_path": "macros/materializations/functions/scalar.sql", "unique_id": "macro.dbt.default__scalar_function_body_sql", "macro_sql": "{% macro default__scalar_function_body_sql() %}\n $$\n {{ model.compiled_code }}\n $$ LANGUAGE SQL\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1764703203.3637307, "supported_languages": null}, "macro.dbt.scalar_function_volatility_sql": {"name": "scalar_function_volatility_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/functions/scalar.sql", "original_file_path": "macros/materializations/functions/scalar.sql", "unique_id": "macro.dbt.scalar_function_volatility_sql", "macro_sql": "{% macro scalar_function_volatility_sql() %}\n {{ return(adapter.dispatch('scalar_function_volatility_sql', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__scalar_function_volatility_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1764703203.3640554, "supported_languages": null}, "macro.dbt.default__scalar_function_volatility_sql": {"name": "default__scalar_function_volatility_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/functions/scalar.sql", "original_file_path": "macros/materializations/functions/scalar.sql", "unique_id": "macro.dbt.default__scalar_function_volatility_sql", "macro_sql": "{% macro default__scalar_function_volatility_sql() %}\n {% set volatility = model.config.get('volatility') %}\n {% if volatility == 'deterministic' %}\n IMMUTABLE\n {% elif volatility == 'stable' %}\n STABLE\n {% elif volatility == 'non-deterministic' %}\n VOLATILE\n {% elif volatility != none %}\n {# This shouldn't happen unless a new volatility is invented #}\n {% do unsupported_volatility_warning(volatility) %}\n {% endif %}\n {# If no volatility is set, don't add anything and let the data warehouse default it #}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.unsupported_volatility_warning"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1764703203.3648858, "supported_languages": null}, "macro.dbt.unsupported_volatility_warning": {"name": "unsupported_volatility_warning", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/functions/scalar.sql", "original_file_path": "macros/materializations/functions/scalar.sql", "unique_id": "macro.dbt.unsupported_volatility_warning", "macro_sql": "{% macro unsupported_volatility_warning(volatility) %}\n {{ return(adapter.dispatch('unsupported_volatility_warning', 'dbt')(volatility)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__unsupported_volatility_warning"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1764703203.365255, "supported_languages": null}, "macro.dbt.default__unsupported_volatility_warning": {"name": "default__unsupported_volatility_warning", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/functions/scalar.sql", "original_file_path": "macros/materializations/functions/scalar.sql", "unique_id": "macro.dbt.default__unsupported_volatility_warning", "macro_sql": "{% macro default__unsupported_volatility_warning(volatility) %}\n {% set msg = \"Found `\" ~ volatility ~ \"` volatility specified on function `\" ~ model.name ~ \"`. This volatility is not supported by \" ~ adapter.type() ~ \", and will be ignored\" %}\n {% do exceptions.warn(msg) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1764703203.3657951, "supported_languages": null}, "macro.dbt.get_aggregate_function_create_replace_signature": {"name": "get_aggregate_function_create_replace_signature", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/functions/aggregate.sql", "original_file_path": "macros/materializations/functions/aggregate.sql", "unique_id": "macro.dbt.get_aggregate_function_create_replace_signature", "macro_sql": "{% macro get_aggregate_function_create_replace_signature(target_relation) %}\n {{ return(adapter.dispatch('get_aggregate_function_create_replace_signature', 'dbt')(target_relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_aggregate_function_create_replace_signature"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1764703203.3669271, "supported_languages": null}, "macro.dbt.default__get_aggregate_function_create_replace_signature": {"name": "default__get_aggregate_function_create_replace_signature", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/functions/aggregate.sql", "original_file_path": "macros/materializations/functions/aggregate.sql", "unique_id": "macro.dbt.default__get_aggregate_function_create_replace_signature", "macro_sql": "{% macro default__get_aggregate_function_create_replace_signature(target_relation) %}\n CREATE OR REPLACE AGGREGATE FUNCTION {{ target_relation.render() }} ({{ get_formatted_aggregate_function_args()}})\n RETURNS {{ model.returns.data_type }}\n {{ get_function_language_specifier() }}\n {% if model.get('language') == 'python' %}\n {{ get_function_python_options() }}\n {% endif %}\n {{ scalar_function_volatility_sql() }}\n AS\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_formatted_aggregate_function_args", "macro.dbt.get_function_language_specifier", "macro.dbt.get_function_python_options", "macro.dbt.scalar_function_volatility_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1764703203.367665, "supported_languages": null}, "macro.dbt.get_formatted_aggregate_function_args": {"name": "get_formatted_aggregate_function_args", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/functions/aggregate.sql", "original_file_path": "macros/materializations/functions/aggregate.sql", "unique_id": "macro.dbt.get_formatted_aggregate_function_args", "macro_sql": "{% macro get_formatted_aggregate_function_args() %}\n {{ return(adapter.dispatch('get_formatted_aggregate_function_args', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_formatted_aggregate_function_args"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1764703203.3680034, "supported_languages": null}, "macro.dbt.default__get_formatted_aggregate_function_args": {"name": "default__get_formatted_aggregate_function_args", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/functions/aggregate.sql", "original_file_path": "macros/materializations/functions/aggregate.sql", "unique_id": "macro.dbt.default__get_formatted_aggregate_function_args", "macro_sql": "{% macro default__get_formatted_aggregate_function_args() %}\n {# conveniently we can reuse the sql scalar function args #}\n {{ formatted_scalar_function_args_sql() }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.formatted_scalar_function_args_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1764703203.3682368, "supported_languages": null}, "macro.dbt.get_function_language_specifier": {"name": "get_function_language_specifier", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/functions/aggregate.sql", "original_file_path": "macros/materializations/functions/aggregate.sql", "unique_id": "macro.dbt.get_function_language_specifier", "macro_sql": "{% macro get_function_language_specifier() %}\n {{ return(adapter.dispatch('get_function_language_specifier', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_function_language_specifier"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1764703203.3685627, "supported_languages": null}, "macro.dbt.default__get_function_language_specifier": {"name": "default__get_function_language_specifier", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/functions/aggregate.sql", "original_file_path": "macros/materializations/functions/aggregate.sql", "unique_id": "macro.dbt.default__get_function_language_specifier", "macro_sql": "{% macro default__get_function_language_specifier() %}\n {% set language = model.get('language') %}\n {% if language == 'sql' %}\n {# generally you dont need to specify the language for sql functions #}\n {% elif language == 'python' %}\n LANGUAGE PYTHON\n {% else %}\n {{ 'LANGUAGE ' ~ language.upper() }}\n {% endif %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1764703203.369228, "supported_languages": null}, "macro.dbt.get_aggregate_function_volatility_specifier": {"name": "get_aggregate_function_volatility_specifier", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/functions/aggregate.sql", "original_file_path": "macros/materializations/functions/aggregate.sql", "unique_id": "macro.dbt.get_aggregate_function_volatility_specifier", "macro_sql": "{% macro get_aggregate_function_volatility_specifier() %}\n {{ return(adapter.dispatch('get_aggregate_function_volatility_specifier', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_aggregate_function_volatility_specifier"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1764703203.3695593, "supported_languages": null}, "macro.dbt.default__get_aggregate_function_volatility_specifier": {"name": "default__get_aggregate_function_volatility_specifier", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/functions/aggregate.sql", "original_file_path": "macros/materializations/functions/aggregate.sql", "unique_id": "macro.dbt.default__get_aggregate_function_volatility_specifier", "macro_sql": "{% macro default__get_aggregate_function_volatility_specifier() %}\n {{ scalar_function_volatility_sql() }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.scalar_function_volatility_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1764703203.3697922, "supported_languages": null}, "macro.dbt.get_function_python_options": {"name": "get_function_python_options", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/functions/aggregate.sql", "original_file_path": "macros/materializations/functions/aggregate.sql", "unique_id": "macro.dbt.get_function_python_options", "macro_sql": "{% macro get_function_python_options() %}\n {{ return(adapter.dispatch('get_function_python_options', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_function_python_options"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1764703203.370122, "supported_languages": null}, "macro.dbt.default__get_function_python_options": {"name": "default__get_function_python_options", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/functions/aggregate.sql", "original_file_path": "macros/materializations/functions/aggregate.sql", "unique_id": "macro.dbt.default__get_function_python_options", "macro_sql": "{% macro default__get_function_python_options() %}\n RUNTIME_VERSION = '{{ model.config.get('runtime_version') }}'\n HANDLER = '{{ model.config.get('entry_point') }}'\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1764703203.3704934, "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": 1764703203.3709989, "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": 1764703203.3712509, "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": 1764703203.3718214, "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": 1764703203.3719847, "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": 1764703203.3725848, "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": 1764703203.3731155, "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": 1764703203.3734102, "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": 1764703203.3740122, "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": 1764703203.3743458, "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": 1764703203.3748388, "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": 1764703203.375059, "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": 1764703203.3755374, "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": 1764703203.3758767, "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": 1764703203.3764124, "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": 1764703203.3767164, "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": 1764703203.377649, "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": 1764703203.3788111, "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": 1764703203.3792624, "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": 1764703203.3799853, "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": 1764703203.3805113, "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": 1764703203.3808002, "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": 1764703203.381842, "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": 1764703203.3823159, "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": 1764703203.3828478, "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": 1764703203.3831224, "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": 1764703203.3843815, "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": 1764703203.384695, "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": 1764703203.3850195, "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": 1764703203.3853211, "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": 1764703203.385658, "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": 1764703203.3859594, "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": 1764703203.386279, "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": 1764703203.3866415, "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": 1764703203.386959, "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": 1764703203.3872516, "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": 1764703203.3875651, "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": 1764703203.3878715, "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": 1764703203.3881865, "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": 1764703203.3884735, "supported_languages": null}, "macro.dbt.date": {"name": "date", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/date.sql", "original_file_path": "macros/utils/date.sql", "unique_id": "macro.dbt.date", "macro_sql": "{% macro date(year, month, day) %}\n {{ return(adapter.dispatch('date', 'dbt') (year, month, day)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__date"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1764703203.3891084, "supported_languages": null}, "macro.dbt.default__date": {"name": "default__date", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/date.sql", "original_file_path": "macros/utils/date.sql", "unique_id": "macro.dbt.default__date", "macro_sql": "{% macro default__date(year, month, day) -%}\n {%- set dt = modules.datetime.date(year, month, day) -%}\n {%- set iso_8601_formatted_date = dt.strftime('%Y-%m-%d') -%}\n to_date('{{ iso_8601_formatted_date }}', 'YYYY-MM-DD')\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1764703203.3897994, "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": 1764703203.39034, "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": 1764703203.3906271, "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": 1764703203.3911445, "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": 1764703203.3914063, "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": 1764703203.3921313, "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": 1764703203.3924658, "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": 1764703203.3929336, "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": 1764703203.3934727, "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": 1764703203.3937643, "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": 1764703203.3943524, "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": 1764703203.3947039, "supported_languages": null}, "macro.dbt.equals": {"name": "equals", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/equals.sql", "original_file_path": "macros/utils/equals.sql", "unique_id": "macro.dbt.equals", "macro_sql": "{% macro equals(expr1, expr2) %}\n {{ return(adapter.dispatch('equals', 'dbt') (expr1, expr2)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__equals"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1764703203.395304, "supported_languages": null}, "macro.dbt.default__equals": {"name": "default__equals", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/equals.sql", "original_file_path": "macros/utils/equals.sql", "unique_id": "macro.dbt.default__equals", "macro_sql": "{% macro default__equals(expr1, expr2) -%}\n{%- if adapter.behavior.enable_truthy_nulls_equals_macro.no_warn %}\n case when (({{ expr1 }} = {{ expr2 }}) or ({{ expr1 }} is null and {{ expr2 }} is null))\n then 0\n else 1\n end = 0\n{%- else -%}\n ({{ expr1 }} = {{ expr2 }})\n{%- endif %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1764703203.3959072, "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": 1764703203.3963757, "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": 1764703203.396717, "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": 1764703203.3972628, "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": 1764703203.3975446, "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": 1764703203.398151, "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": 1764703203.3985887, "supported_languages": null}, "macro.dbt.cast": {"name": "cast", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/cast.sql", "original_file_path": "macros/utils/cast.sql", "unique_id": "macro.dbt.cast", "macro_sql": "{% macro cast(field, type) %}\n {{ return(adapter.dispatch('cast', 'dbt') (field, type)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__cast"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1764703203.399131, "supported_languages": null}, "macro.dbt.default__cast": {"name": "default__cast", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/cast.sql", "original_file_path": "macros/utils/cast.sql", "unique_id": "macro.dbt.default__cast", "macro_sql": "{% macro default__cast(field, type) %}\n cast({{field}} as {{type}})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1764703203.3993967, "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": 1764703203.39984, "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": 1764703203.3999982, "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": 1764703203.400464, "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": 1764703203.4006944, "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": 1764703203.4015393, "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": 1764703203.40236, "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": 1764703203.4028823, "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": 1764703203.4031024, "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": 1764703203.403964, "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": 1764703203.4047897, "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": 1764703203.405163, "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": 1764703203.4061852, "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": 1764703203.406696, "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": 1764703203.4069126, "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": 1764703203.4076433, "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": 1764703203.4086475, "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": 1764703203.4092495, "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": 1764703203.4097967, "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": 1764703203.4108365, "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": 1764703203.4132, "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": 1764703203.4140954, "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": 1764703203.414954, "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": 1764703203.4154305, "supported_languages": null}, "macro.dbt.default__rename_relation": {"name": "default__rename_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/rename.sql", "original_file_path": "macros/relations/rename.sql", "unique_id": "macro.dbt.default__rename_relation", "macro_sql": "{% macro default__rename_relation(from_relation, to_relation) -%}\n {% set target_name = adapter.quote_as_configured(to_relation.identifier, 'identifier') %}\n {% call statement('rename_relation') -%}\n alter table {{ from_relation.render() }} rename to {{ target_name }}\n {%- endcall %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1764703203.416045, "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": 1764703203.4167135, "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": 1764703203.4172084, "supported_languages": null}, "macro.dbt.drop_schema_named": {"name": "drop_schema_named", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/schema.sql", "original_file_path": "macros/relations/schema.sql", "unique_id": "macro.dbt.drop_schema_named", "macro_sql": "{% macro drop_schema_named(schema_name) %}\n {{ return(adapter.dispatch('drop_schema_named', 'dbt') (schema_name)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__drop_schema_named"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1764703203.417727, "supported_languages": null}, "macro.dbt.default__drop_schema_named": {"name": "default__drop_schema_named", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/schema.sql", "original_file_path": "macros/relations/schema.sql", "unique_id": "macro.dbt.default__drop_schema_named", "macro_sql": "{% macro default__drop_schema_named(schema_name) %}\n {% set schema_relation = api.Relation.create(schema=schema_name) %}\n {{ adapter.drop_schema(schema_relation) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1764703203.4181511, "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": 1764703203.4189954, "supported_languages": null}, "macro.dbt.default__get_drop_sql": {"name": "default__get_drop_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/drop.sql", "original_file_path": "macros/relations/drop.sql", "unique_id": "macro.dbt.default__get_drop_sql", "macro_sql": "{%- macro default__get_drop_sql(relation) -%}\n\n {%- if relation.is_view -%}\n {{ drop_view(relation) }}\n\n {%- elif relation.is_table -%}\n {{ drop_table(relation) }}\n\n {%- elif relation.is_materialized_view -%}\n {{ drop_materialized_view(relation) }}\n\n {%- else -%}\n drop {{ relation.type }} if exists {{ relation.render() }} cascade\n\n {%- endif -%}\n\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.drop_view", "macro.dbt.drop_table", "macro.dbt.drop_materialized_view"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1764703203.4197714, "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": 1764703203.4201326, "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": 1764703203.4205282, "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": 1764703203.4210384, "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": 1764703203.4216256, "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": 1764703203.4220314, "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": 1764703203.4226177, "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": 1764703203.4230323, "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": 1764703203.4235318, "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": 1764703203.4238417, "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": 1764703203.4243467, "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": 1764703203.4246628, "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": 1764703203.4251704, "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": 1764703203.425466, "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": 1764703203.4264767, "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": 1764703203.426876, "supported_languages": null}, "macro.dbt.get_materialized_view_configuration_changes": {"name": "get_materialized_view_configuration_changes", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/alter.sql", "original_file_path": "macros/relations/materialized_view/alter.sql", "unique_id": "macro.dbt.get_materialized_view_configuration_changes", "macro_sql": "{% macro get_materialized_view_configuration_changes(existing_relation, new_config) %}\n /* {#\n It's recommended that configuration changes be formatted as follows:\n {\"\": [{\"action\": \"\", \"context\": ...}]}\n\n For example:\n {\n \"indexes\": [\n {\"action\": \"drop\", \"context\": \"index_abc\"},\n {\"action\": \"create\", \"context\": {\"columns\": [\"column_1\", \"column_2\"], \"type\": \"hash\", \"unique\": True}},\n ],\n }\n\n Either way, `get_materialized_view_configuration_changes` needs to align with `get_alter_materialized_view_as_sql`.\n #} */\n {{- log('Determining configuration changes on: ' ~ existing_relation) -}}\n {%- do return(adapter.dispatch('get_materialized_view_configuration_changes', 'dbt')(existing_relation, new_config)) -%}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_materialized_view_configuration_changes"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1764703203.427418, "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": 1764703203.4277263, "supported_languages": null}, "macro.dbt.drop_materialized_view": {"name": "drop_materialized_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/drop.sql", "original_file_path": "macros/relations/materialized_view/drop.sql", "unique_id": "macro.dbt.drop_materialized_view", "macro_sql": "{% macro drop_materialized_view(relation) -%}\n {{- adapter.dispatch('drop_materialized_view', 'dbt')(relation) -}}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__drop_materialized_view"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1764703203.4281979, "supported_languages": null}, "macro.dbt.default__drop_materialized_view": {"name": "default__drop_materialized_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/drop.sql", "original_file_path": "macros/relations/materialized_view/drop.sql", "unique_id": "macro.dbt.default__drop_materialized_view", "macro_sql": "{% macro default__drop_materialized_view(relation) -%}\n drop materialized view if exists {{ relation.render() }} cascade\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1764703203.4284468, "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": 1764703203.4290278, "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": 1764703203.4293, "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": 1764703203.430785, "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": 1764703203.4310303, "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": 1764703203.4320607, "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": 1764703203.4323869, "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": 1764703203.432674, "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": 1764703203.4351232, "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": 1764703203.4358797, "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": 1764703203.4365392, "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": 1764703203.4372537, "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": 1764703203.4375737, "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": 1764703203.4379494, "supported_languages": null}, "macro.dbt.default__create_view_as": {"name": "default__create_view_as", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/create.sql", "original_file_path": "macros/relations/view/create.sql", "unique_id": "macro.dbt.default__create_view_as", "macro_sql": "{% macro default__create_view_as(relation, sql) -%}\n {%- set sql_header = config.get('sql_header', none) -%}\n\n {{ sql_header if sql_header is not none }}\n create view {{ relation.render() }}\n {% set contract_config = config.get('contract') %}\n {% if contract_config.enforced %}\n {{ get_assert_columns_equivalent(sql) }}\n {%- endif %}\n as (\n {{ sql }}\n );\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.get_assert_columns_equivalent"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1764703203.4388146, "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": 1764703203.4397895, "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": 1764703203.4400878, "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": 1764703203.4423609, "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": 1764703203.442778, "supported_languages": null}, "macro.dbt.default__handle_existing_table": {"name": "default__handle_existing_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/replace.sql", "original_file_path": "macros/relations/view/replace.sql", "unique_id": "macro.dbt.default__handle_existing_table", "macro_sql": "{% macro default__handle_existing_table(full_refresh, old_relation) %}\n {{ log(\"Dropping relation \" ~ old_relation.render() ~ \" because it is of type \" ~ old_relation.type) }}\n {{ adapter.drop_relation(old_relation) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1764703203.4432383, "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": 1764703203.443768, "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": 1764703203.4440606, "supported_languages": null}, "macro.dbt.drop_view": {"name": "drop_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/drop.sql", "original_file_path": "macros/relations/view/drop.sql", "unique_id": "macro.dbt.drop_view", "macro_sql": "{% macro drop_view(relation) -%}\n {{- adapter.dispatch('drop_view', 'dbt')(relation) -}}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__drop_view"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1764703203.4445193, "supported_languages": null}, "macro.dbt.default__drop_view": {"name": "default__drop_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/drop.sql", "original_file_path": "macros/relations/view/drop.sql", "unique_id": "macro.dbt.default__drop_view", "macro_sql": "{% macro default__drop_view(relation) -%}\n drop view if exists {{ relation.render() }} cascade\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1764703203.4447854, "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": 1764703203.4459352, "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": 1764703203.446298, "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": 1764703203.4471545, "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": 1764703203.448492, "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": 1764703203.449397, "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": 1764703203.4497812, "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": 1764703203.4501305, "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": 1764703203.450654, "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": 1764703203.4509525, "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": 1764703203.4514544, "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": 1764703203.4517698, "supported_languages": null}, "macro.dbt.drop_table": {"name": "drop_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/drop.sql", "original_file_path": "macros/relations/table/drop.sql", "unique_id": "macro.dbt.drop_table", "macro_sql": "{% macro drop_table(relation) -%}\n {{- adapter.dispatch('drop_table', 'dbt')(relation) -}}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__drop_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1764703203.4522324, "supported_languages": null}, "macro.dbt.default__drop_table": {"name": "default__drop_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/drop.sql", "original_file_path": "macros/relations/table/drop.sql", "unique_id": "macro.dbt.default__drop_table", "macro_sql": "{% macro default__drop_table(relation) -%}\n drop table if exists {{ relation.render() }} cascade\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1764703203.4524813, "supported_languages": null}, "macro.dbt.get_fixture_sql": {"name": "get_fixture_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/unit_test_sql/get_fixture_sql.sql", "original_file_path": "macros/unit_test_sql/get_fixture_sql.sql", "unique_id": "macro.dbt.get_fixture_sql", "macro_sql": "{% macro get_fixture_sql(rows, column_name_to_data_types) %}\n-- Fixture for {{ model.name }}\n{% set default_row = {} %}\n\n{%- if not column_name_to_data_types -%}\n{#-- Use defer_relation IFF it is available in the manifest and 'this' is missing from the database --#}\n{%- set this_or_defer_relation = defer_relation if (defer_relation and not load_relation(this)) else this -%}\n{%- set columns_in_relation = adapter.get_columns_in_relation(this_or_defer_relation) -%}\n\n{%- set column_name_to_data_types = {} -%}\n{%- set column_name_to_quoted = {} -%}\n{%- for column in columns_in_relation -%}\n\n{#-- This needs to be a case-insensitive comparison --#}\n{%- do column_name_to_data_types.update({column.name|lower: column.data_type}) -%}\n{%- do column_name_to_quoted.update({column.name|lower: column.quoted}) -%}\n{%- endfor -%}\n{%- endif -%}\n\n{%- if not column_name_to_data_types -%}\n {{ exceptions.raise_compiler_error(\"Not able to get columns for unit test '\" ~ model.name ~ \"' from relation \" ~ this ~ \" because the relation doesn't exist\") }}\n{%- endif -%}\n\n{%- for column_name, column_type in column_name_to_data_types.items() -%}\n {%- do default_row.update({column_name: (safe_cast(\"null\", column_type) | trim )}) -%}\n{%- endfor -%}\n\n{{ validate_fixture_rows(rows, row_number) }}\n\n{%- for row in rows -%}\n{%- set formatted_row = format_row(row, column_name_to_data_types) -%}\n{%- set default_row_copy = default_row.copy() -%}\n{%- do default_row_copy.update(formatted_row) -%}\nselect\n{%- for column_name, column_value in default_row_copy.items() %} {{ column_value }} as {{ column_name_to_quoted[column_name] }}{% if not loop.last -%}, {%- endif %}\n{%- endfor %}\n{%- if not loop.last %}\nunion all\n{% endif %}\n{%- endfor -%}\n\n{%- if (rows | length) == 0 -%}\n select\n {%- for column_name, column_value in default_row.items() %} {{ column_value }} as {{ column_name_to_quoted[column_name] }}{% if not loop.last -%},{%- endif %}\n {%- endfor %}\n limit 0\n{%- endif -%}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.load_relation", "macro.dbt.safe_cast", "macro.dbt.validate_fixture_rows", "macro.dbt.format_row"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1764703203.4574828, "supported_languages": null}, "macro.dbt.get_expected_sql": {"name": "get_expected_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/unit_test_sql/get_fixture_sql.sql", "original_file_path": "macros/unit_test_sql/get_fixture_sql.sql", "unique_id": "macro.dbt.get_expected_sql", "macro_sql": "{% macro get_expected_sql(rows, column_name_to_data_types, column_name_to_quoted) %}\n\n{%- if (rows | length) == 0 -%}\n select * from dbt_internal_unit_test_actual\n limit 0\n{%- else -%}\n{%- for row in rows -%}\n{%- set formatted_row = format_row(row, column_name_to_data_types) -%}\nselect\n{%- for column_name, column_value in formatted_row.items() %} {{ column_value }} as {{ column_name_to_quoted[column_name] }}{% if not loop.last -%}, {%- endif %}\n{%- endfor %}\n{%- if not loop.last %}\nunion all\n{% endif %}\n{%- endfor -%}\n{%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.format_row"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1764703203.4586291, "supported_languages": null}, "macro.dbt.format_row": {"name": "format_row", "resource_type": "macro", "package_name": "dbt", "path": "macros/unit_test_sql/get_fixture_sql.sql", "original_file_path": "macros/unit_test_sql/get_fixture_sql.sql", "unique_id": "macro.dbt.format_row", "macro_sql": "\n\n{%- macro format_row(row, column_name_to_data_types) -%}\n {#-- generate case-insensitive formatted row --#}\n {% set formatted_row = {} %}\n {%- for column_name, column_value in row.items() -%}\n {% set column_name = column_name|lower %}\n\n {%- if column_name not in column_name_to_data_types %}\n {#-- if user-provided row contains column name that relation does not contain, raise an error --#}\n {% set fixture_name = \"expected output\" if model.resource_type == 'unit_test' else (\"'\" ~ model.name ~ \"'\") %}\n {{ exceptions.raise_compiler_error(\n \"Invalid column name: '\" ~ column_name ~ \"' in unit test fixture for \" ~ fixture_name ~ \".\"\n \"\\nAccepted columns for \" ~ fixture_name ~ \" are: \" ~ (column_name_to_data_types.keys()|list)\n ) }}\n {%- endif -%}\n\n {%- set column_type = column_name_to_data_types[column_name] %}\n\n {#-- sanitize column_value: wrap yaml strings in quotes, apply cast --#}\n {%- set column_value_clean = column_value -%}\n {%- if column_value is string -%}\n {%- set column_value_clean = dbt.string_literal(dbt.escape_single_quotes(column_value)) -%}\n {%- elif column_value is none -%}\n {%- set column_value_clean = 'null' -%}\n {%- endif -%}\n\n {%- set row_update = {column_name: safe_cast(column_value_clean, column_type) } -%}\n {%- do formatted_row.update(row_update) -%}\n {%- endfor -%}\n {{ return(formatted_row) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.string_literal", "macro.dbt.escape_single_quotes", "macro.dbt.safe_cast"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1764703203.460759, "supported_languages": null}, "macro.dbt.validate_fixture_rows": {"name": "validate_fixture_rows", "resource_type": "macro", "package_name": "dbt", "path": "macros/unit_test_sql/get_fixture_sql.sql", "original_file_path": "macros/unit_test_sql/get_fixture_sql.sql", "unique_id": "macro.dbt.validate_fixture_rows", "macro_sql": "{%- macro validate_fixture_rows(rows, row_number) -%}\n {{ return(adapter.dispatch('validate_fixture_rows', 'dbt')(rows, row_number)) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__validate_fixture_rows"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1764703203.4611742, "supported_languages": null}, "macro.dbt.default__validate_fixture_rows": {"name": "default__validate_fixture_rows", "resource_type": "macro", "package_name": "dbt", "path": "macros/unit_test_sql/get_fixture_sql.sql", "original_file_path": "macros/unit_test_sql/get_fixture_sql.sql", "unique_id": "macro.dbt.default__validate_fixture_rows", "macro_sql": "{%- macro default__validate_fixture_rows(rows, row_number) -%}\n {# This is an abstract method for adapter overrides as needed #}\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1764703203.4613702, "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": 1764703203.4623702, "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": 1764703203.462961, "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": 1764703203.463412, "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": 1764703203.4639838, "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": 1764703203.464697, "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": 1764703203.4654355, "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": 1764703203.4661264, "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": 1764703203.4666498, "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": 1764703203.467464, "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": 1764703203.4679966, "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": 1764703203.4685504, "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": 1764703203.47102, "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": 1764703203.4722738, "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": 1764703203.4728642, "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": 1764703203.4742603, "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": 1764703203.4765527, "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": 1764703203.4780107, "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": 1764703203.4784598, "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": 1764703203.4797742, "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": 1764703203.4801054, "supported_languages": null}, "macro.dbt.make_temp_relation": {"name": "make_temp_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.make_temp_relation", "macro_sql": "{% macro make_temp_relation(base_relation, suffix='__dbt_tmp') %}\n {#-- This ensures microbatch batches get unique temp relations to avoid clobbering --#}\n {% if suffix == '__dbt_tmp' and model.batch %}\n {% set suffix = suffix ~ '_' ~ model.batch.id %}\n {% endif %}\n\n {{ return(adapter.dispatch('make_temp_relation', 'dbt')(base_relation, suffix)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__make_temp_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1764703203.48094, "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": 1764703203.4815207, "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": 1764703203.4820008, "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": 1764703203.4826255, "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": 1764703203.482979, "supported_languages": null}, "macro.dbt.default__truncate_relation": {"name": "default__truncate_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.default__truncate_relation", "macro_sql": "{% macro default__truncate_relation(relation) -%}\n {% call statement('truncate_relation') -%}\n truncate table {{ relation.render() }}\n {%- endcall %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1764703203.4833286, "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": 1764703203.483818, "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": 1764703203.4848816, "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": 1764703203.485318, "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": 1764703203.4856124, "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": 1764703203.4871507, "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": 1764703203.4877875, "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": 1764703203.4881852, "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": 1764703203.488708, "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": 1764703203.489069, "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": 1764703203.4893813, "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": 1764703203.4897478, "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": 1764703203.490221, "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": 1764703203.4906294, "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": 1764703203.4912188, "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": 1764703203.4915788, "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": 1764703203.4919167, "supported_languages": null}, "macro.dbt.get_catalog_for_single_relation": {"name": "get_catalog_for_single_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.get_catalog_for_single_relation", "macro_sql": "{% macro get_catalog_for_single_relation(relation) %}\n {{ return(adapter.dispatch('get_catalog_for_single_relation', 'dbt')(relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_catalog_for_single_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1764703203.4922755, "supported_languages": null}, "macro.dbt.default__get_catalog_for_single_relation": {"name": "default__get_catalog_for_single_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__get_catalog_for_single_relation", "macro_sql": "{% macro default__get_catalog_for_single_relation(relation) %}\n {{ exceptions.raise_not_implemented(\n 'get_catalog_for_single_relation macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1764703203.4925897, "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": 1764703203.4929311, "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": 1764703203.493227, "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": 1764703203.4936378, "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": 1764703203.4939773, "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": 1764703203.4948592, "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": 1764703203.49516, "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": 1764703203.4954455, "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": 1764703203.495678, "supported_languages": null}, "macro.dbt.get_snapshot_get_time_data_type": {"name": "get_snapshot_get_time_data_type", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.get_snapshot_get_time_data_type", "macro_sql": "{% macro get_snapshot_get_time_data_type() %}\n {% set snapshot_time = adapter.dispatch('snapshot_get_time', 'dbt')() %}\n {% set time_data_type_sql = 'select ' ~ snapshot_time ~ ' as dbt_snapshot_time' %}\n {% set snapshot_time_column_schema = get_column_schema_from_query(time_data_type_sql) %}\n {% set time_data_type = snapshot_time_column_schema[0].dtype %}\n {{ return(time_data_type or none) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.snapshot_get_time", "macro.dbt_postgres.postgres__snapshot_get_time", "macro.dbt.get_column_schema_from_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1764703203.4966211, "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": 1764703203.4969616, "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": 1764703203.4971197, "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": 1764703203.497447, "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": 1764703203.4977846, "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": 1764703203.4983864, "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": 1764703203.49877, "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": 1764703203.4990854, "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": 1764703203.4994416, "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": 1764703203.5003026, "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": 1764703203.5011113, "supported_languages": null}, "macro.dbt.collect_freshness_custom_sql": {"name": "collect_freshness_custom_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/freshness.sql", "original_file_path": "macros/adapters/freshness.sql", "unique_id": "macro.dbt.collect_freshness_custom_sql", "macro_sql": "{% macro collect_freshness_custom_sql(source, loaded_at_query) %}\n {{ return(adapter.dispatch('collect_freshness_custom_sql', 'dbt')(source, loaded_at_query))}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__collect_freshness_custom_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1764703203.5015175, "supported_languages": null}, "macro.dbt.default__collect_freshness_custom_sql": {"name": "default__collect_freshness_custom_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/freshness.sql", "original_file_path": "macros/adapters/freshness.sql", "unique_id": "macro.dbt.default__collect_freshness_custom_sql", "macro_sql": "{% macro default__collect_freshness_custom_sql(source, loaded_at_query) %}\n {% call statement('collect_freshness_custom_sql', fetch_result=True, auto_begin=False) -%}\n with source_query as (\n {{ loaded_at_query }}\n )\n select\n (select * from source_query) as max_loaded_at,\n {{ current_timestamp() }} as snapshotted_at\n {% endcall %}\n {{ return(load_result('collect_freshness_custom_sql')) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.current_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1764703203.5021398, "supported_languages": null}, "macro.dbt.get_show_sql": {"name": "get_show_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/show.sql", "original_file_path": "macros/adapters/show.sql", "unique_id": "macro.dbt.get_show_sql", "macro_sql": "{% macro get_show_sql(compiled_code, sql_header, limit) -%}\n {%- if sql_header is not none -%}\n {{ sql_header }}\n {%- endif %}\n {{ get_limit_subquery_sql(compiled_code, limit) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_limit_subquery_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1764703203.5028834, "supported_languages": null}, "macro.dbt.get_limit_subquery_sql": {"name": "get_limit_subquery_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/show.sql", "original_file_path": "macros/adapters/show.sql", "unique_id": "macro.dbt.get_limit_subquery_sql", "macro_sql": "\n{%- macro get_limit_subquery_sql(sql, limit) -%}\n {{ adapter.dispatch('get_limit_sql', 'dbt')(sql, limit) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__get_limit_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1764703203.5032525, "supported_languages": null}, "macro.dbt.default__get_limit_sql": {"name": "default__get_limit_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/show.sql", "original_file_path": "macros/adapters/show.sql", "unique_id": "macro.dbt.default__get_limit_sql", "macro_sql": "{% macro default__get_limit_sql(sql, limit) %}\n {{ sql }}\n {% if limit is not none %}\n limit {{ limit }}\n {%- endif -%}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1764703203.5036426, "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": 1764703203.5041628, "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": 1764703203.5046153, "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": 1764703203.5055106, "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": 1764703203.5058088, "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": 1764703203.5062418, "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": 1764703203.507038, "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": 1764703203.5074034, "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": 1764703203.507695, "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": 1764703203.5080063, "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": 1764703203.5082595, "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": 1764703203.5103106, "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": 1764703203.5105493, "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": 1764703203.5109072, "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": 1764703203.5111332, "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": 1764703203.5118139, "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": 1764703203.5121746, "supported_languages": null}, "macro.dbt.default__get_show_grant_sql": {"name": "default__get_show_grant_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__get_show_grant_sql", "macro_sql": "{% macro default__get_show_grant_sql(relation) %}\n show grants on {{ relation.render() }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1764703203.5124173, "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": 1764703203.512876, "supported_languages": null}, "macro.dbt.default__get_grant_sql": {"name": "default__get_grant_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__get_grant_sql", "macro_sql": "\n\n{%- macro default__get_grant_sql(relation, privilege, grantees) -%}\n grant {{ privilege }} on {{ relation.render() }} to {{ grantees | join(', ') }}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1764703203.51329, "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": 1764703203.5137515, "supported_languages": null}, "macro.dbt.default__get_revoke_sql": {"name": "default__get_revoke_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__get_revoke_sql", "macro_sql": "\n\n{%- macro default__get_revoke_sql(relation, privilege, grantees) -%}\n revoke {{ privilege }} on {{ relation.render() }} from {{ grantees | join(', ') }}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1764703203.5141592, "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": 1764703203.5146148, "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": 1764703203.516401, "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": 1764703203.5167894, "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": 1764703203.5172665, "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": 1764703203.5177257, "supported_languages": null}, "macro.dbt.default__apply_grants": {"name": "default__apply_grants", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__apply_grants", "macro_sql": "{% macro default__apply_grants(relation, grant_config, should_revoke=True) %}\n {#-- If grant_config is {} or None, this is a no-op --#}\n {% if grant_config %}\n {% if should_revoke %}\n {#-- We think previous grants may have carried over --#}\n {#-- Show current grants and calculate diffs --#}\n {% set current_grants_table = run_query(get_show_grant_sql(relation)) %}\n {% set current_grants_dict = adapter.standardize_grants_dict(current_grants_table) %}\n {% set needs_granting = diff_of_two_dicts(grant_config, current_grants_dict) %}\n {% set needs_revoking = diff_of_two_dicts(current_grants_dict, grant_config) %}\n {% if not (needs_granting or needs_revoking) %}\n {{ log('On ' ~ relation.render() ~': All grants are in place, no revocation or granting needed.')}}\n {% endif %}\n {% else %}\n {#-- We don't think there's any chance of previous grants having carried over. --#}\n {#-- Jump straight to granting what the user has configured. --#}\n {% set needs_revoking = {} %}\n {% set needs_granting = grant_config %}\n {% endif %}\n {% if needs_granting or needs_revoking %}\n {% set revoke_statement_list = get_dcl_statement_list(relation, needs_revoking, get_revoke_sql) %}\n {% set grant_statement_list = get_dcl_statement_list(relation, needs_granting, get_grant_sql) %}\n {% set dcl_statement_list = revoke_statement_list + grant_statement_list %}\n {% if dcl_statement_list %}\n {{ call_dcl_statements(dcl_statement_list) }}\n {% endif %}\n {% endif %}\n {% endif %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_query", "macro.dbt.get_show_grant_sql", "macro.dbt.get_dcl_statement_list", "macro.dbt.call_dcl_statements"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1764703203.519952, "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": 1764703203.5221028, "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": 1764703203.522419, "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": 1764703203.5230346, "supported_languages": null}, "macro.dbt.get_list_of_column_names": {"name": "get_list_of_column_names", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.get_list_of_column_names", "macro_sql": "\n\n{%- macro get_list_of_column_names(columns) -%}\n {% set col_names = [] %}\n {% for col in columns %}\n {% do col_names.append(col.name) %}\n {% endfor %}\n {{ return(col_names) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1764703203.523612, "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": 1764703203.5240383, "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": 1764703203.5244403, "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": 1764703203.5248082, "supported_languages": null}, "macro.dbt.default__get_empty_schema_sql": {"name": "default__get_empty_schema_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.default__get_empty_schema_sql", "macro_sql": "{% macro default__get_empty_schema_sql(columns) %}\n {%- set col_err = [] -%}\n {%- set col_naked_numeric = [] -%}\n select\n {% for i in columns %}\n {%- set col = columns[i] -%}\n {%- if col['data_type'] is not defined -%}\n {%- do col_err.append(col['name']) -%}\n {#-- If this column's type is just 'numeric' then it is missing precision/scale, raise a warning --#}\n {%- elif col['data_type'].strip().lower() in ('numeric', 'decimal', 'number') -%}\n {%- do col_naked_numeric.append(col['name']) -%}\n {%- endif -%}\n {% set col_name = adapter.quote(col['name']) if col.get('quote') else col['name'] %}\n {{ cast('null', col['data_type']) }} as {{ col_name }}{{ \", \" if not loop.last }}\n {%- endfor -%}\n {%- if (col_err | length) > 0 -%}\n {{ exceptions.column_type_missing(column_names=col_err) }}\n {%- elif (col_naked_numeric | length) > 0 -%}\n {{ exceptions.warn(\"Detected columns with numeric type and unspecified precision/scale, this can lead to unintended rounding: \" ~ col_naked_numeric ~ \"`\") }}\n {%- endif -%}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.cast"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1764703203.527054, "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": 1764703203.5277424, "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": 1764703203.5280957, "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": 1764703203.5287724, "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": 1764703203.5292156, "supported_languages": null}, "macro.dbt.default__alter_column_type": {"name": "default__alter_column_type", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.default__alter_column_type", "macro_sql": "{% macro default__alter_column_type(relation, column_name, new_column_type) -%}\n {#\n 1. Create a new column (w/ temp name and correct type)\n 2. Copy data over to it\n 3. Drop the existing column (cascade!)\n 4. Rename the new column to existing column\n #}\n {%- set tmp_column = column_name + \"__dbt_alter\" -%}\n\n {% call statement('alter_column_type') %}\n alter table {{ relation.render() }} add column {{ adapter.quote(tmp_column) }} {{ new_column_type }};\n update {{ relation.render() }} set {{ adapter.quote(tmp_column) }} = {{ adapter.quote(column_name) }};\n alter table {{ relation.render() }} drop column {{ adapter.quote(column_name) }} cascade;\n alter table {{ relation.render() }} rename column {{ adapter.quote(tmp_column) }} to {{ adapter.quote(column_name) }}\n {% endcall %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1764703203.5306234, "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": 1764703203.5311227, "supported_languages": null}, "macro.dbt.default__alter_relation_add_remove_columns": {"name": "default__alter_relation_add_remove_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.default__alter_relation_add_remove_columns", "macro_sql": "{% macro default__alter_relation_add_remove_columns(relation, add_columns, remove_columns) %}\n\n {% if add_columns is none %}\n {% set add_columns = [] %}\n {% endif %}\n {% if remove_columns is none %}\n {% set remove_columns = [] %}\n {% endif %}\n\n {% set sql -%}\n\n alter {{ relation.type }} {{ relation.render() }}\n\n {% for column in add_columns %}\n add column {{ column.quoted }} {{ column.data_type }}{{ ',' if not loop.last }}\n {% endfor %}{{ ',' if add_columns and remove_columns }}\n\n {% for column in remove_columns %}\n drop column {{ column.quoted }}{{ ',' if not loop.last }}\n {% endfor %}\n\n {%- endset -%}\n\n {% do run_query(sql) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1764703203.5326924, "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": 1764703203.533565, "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": 1764703203.5339315, "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": 1764703203.5343328, "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": 1764703203.5346818, "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": 1764703203.535204, "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": 1764703203.5361679, "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": 1764703203.5370328, "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": 1764703203.537518, "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": 1764703203.5381277, "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": 1764703203.5387092, "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": 1764703203.5421479, "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": 1764703203.5436127, "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": 1764703203.5453165, "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": 1764703203.5467582, "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": 1764703203.5481591, "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": 1764703203.5498905, "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": 1764703203.5502539, "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": 1764703203.5511997, "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": 1764703203.5514305, "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": 1764703203.5583677, "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": 1764703203.5586731, "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": 1764703203.558834, "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": 1764703203.5624948, "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": 1764703203.5648067, "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": 1764703203.5654674, "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": 1764703203.5660253, "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": 1764703203.566559, "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": 1764703203.5671496, "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": 1764703203.5675542, "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": 1764703203.5679793, "supported_languages": null}, "macro.qualtrics.get_block_question_columns": {"name": "get_block_question_columns", "resource_type": "macro", "package_name": "qualtrics", "path": "macros/staging/get_block_question_columns.sql", "original_file_path": "macros/staging/get_block_question_columns.sql", "unique_id": "macro.qualtrics.get_block_question_columns", "macro_sql": "{% macro get_block_question_columns() %}\n\n{% set columns = [\n {\"name\": \"_fivetran_deleted\", \"datatype\": \"boolean\"},\n {\"name\": \"_fivetran_synced\", \"datatype\": dbt.type_timestamp()},\n {\"name\": \"block_id\", \"datatype\": dbt.type_string()},\n {\"name\": \"question_id\", \"datatype\": dbt.type_string()},\n {\"name\": \"survey_id\", \"datatype\": dbt.type_string()}\n] %}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_timestamp", "macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1764703203.569246, "supported_languages": null}, "macro.qualtrics.qualtrics_union_data": {"name": "qualtrics_union_data", "resource_type": "macro", "package_name": "qualtrics", "path": "macros/staging/qualtrics_union_data.sql", "original_file_path": "macros/staging/qualtrics_union_data.sql", "unique_id": "macro.qualtrics.qualtrics_union_data", "macro_sql": "{%- macro qualtrics_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('qualtrics_union_data', 'qualtrics') (\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.qualtrics.default__qualtrics_union_data"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1764703203.571539, "supported_languages": null}, "macro.qualtrics.default__qualtrics_union_data": {"name": "default__qualtrics_union_data", "resource_type": "macro", "package_name": "qualtrics", "path": "macros/staging/qualtrics_union_data.sql", "original_file_path": "macros/staging/qualtrics_union_data.sql", "unique_id": "macro.qualtrics.default__qualtrics_union_data", "macro_sql": "{%- macro default__qualtrics_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' if target.type != 'redshift' else '1' }}\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' if target.type != 'redshift' else '1' }}\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' if target.type != 'redshift' else '1' }}\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": 1764703203.5807965, "supported_languages": null}, "macro.qualtrics.get_distribution_contact_columns": {"name": "get_distribution_contact_columns", "resource_type": "macro", "package_name": "qualtrics", "path": "macros/staging/get_distribution_contact_columns.sql", "original_file_path": "macros/staging/get_distribution_contact_columns.sql", "unique_id": "macro.qualtrics.get_distribution_contact_columns", "macro_sql": "{% macro get_distribution_contact_columns() %}\n\n{% set columns = [\n {\"name\": \"_fivetran_synced\", \"datatype\": dbt.type_timestamp()},\n {\"name\": \"contact_frequency_rule_id\", \"datatype\": dbt.type_string()},\n {\"name\": \"contact_id\", \"datatype\": dbt.type_string()},\n {\"name\": \"contact_lookup_id\", \"datatype\": dbt.type_string()},\n {\"name\": \"distribution_id\", \"datatype\": dbt.type_string()},\n {\"name\": \"opened_at\", \"datatype\": dbt.type_timestamp()},\n {\"name\": \"response_completed_at\", \"datatype\": dbt.type_timestamp()},\n {\"name\": \"response_id\", \"datatype\": dbt.type_string()},\n {\"name\": \"response_started_at\", \"datatype\": dbt.type_timestamp()},\n {\"name\": \"sent_at\", \"datatype\": dbt.type_timestamp()},\n {\"name\": \"status\", \"datatype\": dbt.type_string()},\n {\"name\": \"survey_link\", \"datatype\": dbt.type_string()},\n {\"name\": \"survey_session_id\", \"datatype\": dbt.type_string()}\n] %}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_timestamp", "macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1764703203.583492, "supported_languages": null}, "macro.qualtrics.get_directory_mailing_list_columns": {"name": "get_directory_mailing_list_columns", "resource_type": "macro", "package_name": "qualtrics", "path": "macros/staging/get_directory_mailing_list_columns.sql", "original_file_path": "macros/staging/get_directory_mailing_list_columns.sql", "unique_id": "macro.qualtrics.get_directory_mailing_list_columns", "macro_sql": "{% macro get_directory_mailing_list_columns() %}\n\n{% set columns = [\n {\"name\": \"_fivetran_deleted\", \"datatype\": \"boolean\"},\n {\"name\": \"_fivetran_synced\", \"datatype\": dbt.type_timestamp()},\n {\"name\": \"creation_date\", \"datatype\": dbt.type_timestamp()},\n {\"name\": \"directory_id\", \"datatype\": dbt.type_string()},\n {\"name\": \"id\", \"datatype\": dbt.type_string()},\n {\"name\": \"last_modified_date\", \"datatype\": dbt.type_timestamp()},\n {\"name\": \"name\", \"datatype\": dbt.type_string()},\n {\"name\": \"owner_id\", \"datatype\": dbt.type_string()}\n] %}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_timestamp", "macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1764703203.5852685, "supported_languages": null}, "macro.qualtrics.get_directory_contact_columns": {"name": "get_directory_contact_columns", "resource_type": "macro", "package_name": "qualtrics", "path": "macros/staging/get_directory_contact_columns.sql", "original_file_path": "macros/staging/get_directory_contact_columns.sql", "unique_id": "macro.qualtrics.get_directory_contact_columns", "macro_sql": "{% macro get_directory_contact_columns() %}\n\n{% set columns = [\n {\"name\": \"_fivetran_synced\", \"datatype\": dbt.type_timestamp()},\n {\"name\": \"creation_date\", \"datatype\": dbt.type_timestamp()},\n {\"name\": \"directory_id\", \"datatype\": dbt.type_string()},\n {\"name\": \"directory_unsubscribe_date\", \"datatype\": dbt.type_timestamp()},\n {\"name\": \"directory_unsubscribed\", \"datatype\": \"boolean\"},\n {\"name\": \"email\", \"datatype\": dbt.type_string()},\n {\"name\": \"email_domain\", \"datatype\": dbt.type_string()},\n {\"name\": \"ext_ref\", \"datatype\": dbt.type_string()},\n {\"name\": \"first_name\", \"datatype\": dbt.type_string()},\n {\"name\": \"id\", \"datatype\": dbt.type_string()},\n {\"name\": \"language\", \"datatype\": dbt.type_string()},\n {\"name\": \"last_modified\", \"datatype\": dbt.type_timestamp()},\n {\"name\": \"last_name\", \"datatype\": dbt.type_string()},\n {\"name\": \"phone\", \"datatype\": dbt.type_string()}\n] %}\n\n{{ fivetran_utils.add_pass_through_columns(columns, var('qualtrics__directory_contact_pass_through_columns')) }}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_timestamp", "macro.dbt.type_string", "macro.fivetran_utils.add_pass_through_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1764703203.5882266, "supported_languages": null}, "macro.qualtrics.get_core_contact_columns": {"name": "get_core_contact_columns", "resource_type": "macro", "package_name": "qualtrics", "path": "macros/staging/get_core_contact_columns.sql", "original_file_path": "macros/staging/get_core_contact_columns.sql", "unique_id": "macro.qualtrics.get_core_contact_columns", "macro_sql": "{% macro get_core_contact_columns() %}\n\n{% set columns = [\n {\"name\": \"_fivetran_synced\", \"datatype\": dbt.type_timestamp()},\n {\"name\": \"id\", \"datatype\": dbt.type_string()},\n {\"name\": \"mailing_list_id\", \"datatype\": dbt.type_string()},\n {\"name\": \"first_name\", \"datatype\": dbt.type_string()},\n {\"name\": \"last_name\", \"datatype\": dbt.type_string()},\n {\"name\": \"email\", \"datatype\": dbt.type_string()},\n {\"name\": \"external_data_reference\", \"datatype\": dbt.type_string()},\n {\"name\": \"language\", \"datatype\": dbt.type_string()},\n {\"name\": \"unsubscribed\", \"datatype\": \"boolean\"},\n {\"name\": \"_fivetran_deleted\", \"datatype\": \"boolean\"}\n] %}\n\n{{ fivetran_utils.add_pass_through_columns(columns, var('qualtrics__core_contact_pass_through_columns')) }}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_timestamp", "macro.dbt.type_string", "macro.fivetran_utils.add_pass_through_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1764703203.5906126, "supported_languages": null}, "macro.qualtrics.get_core_mailing_list_columns": {"name": "get_core_mailing_list_columns", "resource_type": "macro", "package_name": "qualtrics", "path": "macros/staging/get_core_mailing_list_columns.sql", "original_file_path": "macros/staging/get_core_mailing_list_columns.sql", "unique_id": "macro.qualtrics.get_core_mailing_list_columns", "macro_sql": "{% macro get_core_mailing_list_columns() %}\n\n{% set columns = [\n {\"name\": \"_fivetran_deleted\", \"datatype\": \"boolean\"},\n {\"name\": \"_fivetran_synced\", \"datatype\": dbt.type_timestamp()},\n {\"name\": \"id\", \"datatype\": dbt.type_string()},\n {\"name\": \"library_id\", \"datatype\": dbt.type_string()},\n {\"name\": \"name\", \"datatype\": dbt.type_string()},\n {\"name\": \"category\", \"datatype\": dbt.type_string()},\n {\"name\": \"folder\", \"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": 1764703203.5922315, "supported_languages": null}, "macro.qualtrics.get_survey_embedded_data_columns": {"name": "get_survey_embedded_data_columns", "resource_type": "macro", "package_name": "qualtrics", "path": "macros/staging/get_survey_embedded_data_columns.sql", "original_file_path": "macros/staging/get_survey_embedded_data_columns.sql", "unique_id": "macro.qualtrics.get_survey_embedded_data_columns", "macro_sql": "{% macro get_survey_embedded_data_columns() %}\n\n{% set columns = [\n {\"name\": \"_fivetran_synced\", \"datatype\": dbt.type_timestamp()},\n {\"name\": \"import_id\", \"datatype\": dbt.type_string()},\n {\"name\": \"key\", \"datatype\": dbt.type_string()},\n {\"name\": \"response_id\", \"datatype\": dbt.type_string()},\n {\"name\": \"value\", \"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": 1764703203.5935166, "supported_languages": null}, "macro.qualtrics.get_question_columns": {"name": "get_question_columns", "resource_type": "macro", "package_name": "qualtrics", "path": "macros/staging/get_question_columns.sql", "original_file_path": "macros/staging/get_question_columns.sql", "unique_id": "macro.qualtrics.get_question_columns", "macro_sql": "{% macro get_question_columns() %}\n\n{% set columns = [\n {\"name\": \"_fivetran_deleted\", \"datatype\": \"boolean\"},\n {\"name\": \"_fivetran_synced\", \"datatype\": dbt.type_timestamp()},\n {\"name\": \"data_export_tag\", \"datatype\": dbt.type_string()},\n {\"name\": \"data_visibility_hidden\", \"datatype\": \"boolean\"},\n {\"name\": \"data_visibility_private\", \"datatype\": \"boolean\"},\n {\"name\": \"id\", \"datatype\": dbt.type_string()},\n {\"name\": \"next_answer_id\", \"datatype\": dbt.type_int()},\n {\"name\": \"next_choice_id\", \"datatype\": dbt.type_int()},\n {\"name\": \"question_description\", \"datatype\": dbt.type_string()},\n {\"name\": \"question_description_option\", \"datatype\": dbt.type_string()},\n {\"name\": \"question_text\", \"datatype\": dbt.type_string()},\n {\"name\": \"question_text_unsafe\", \"datatype\": dbt.type_string()},\n {\"name\": \"question_type\", \"datatype\": dbt.type_string()},\n {\"name\": \"selector\", \"datatype\": dbt.type_string()},\n {\"name\": \"sub_selector\", \"datatype\": dbt.type_string()},\n {\"name\": \"survey_id\", \"datatype\": dbt.type_string()},\n {\"name\": \"validation_setting_force_response\", \"datatype\": dbt.type_string()},\n {\"name\": \"validation_setting_force_response_type\", \"datatype\": dbt.type_string()},\n {\"name\": \"validation_setting_type\", \"datatype\": dbt.type_string()}\n] %}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_timestamp", "macro.dbt.type_string", "macro.dbt.type_int"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1764703203.5971022, "supported_languages": null}, "macro.qualtrics.get_question_option_columns": {"name": "get_question_option_columns", "resource_type": "macro", "package_name": "qualtrics", "path": "macros/staging/get_question_option_columns.sql", "original_file_path": "macros/staging/get_question_option_columns.sql", "unique_id": "macro.qualtrics.get_question_option_columns", "macro_sql": "{% macro get_question_option_columns() %}\n\n{% set columns = [\n {\"name\": \"_fivetran_deleted\", \"datatype\": \"boolean\"},\n {\"name\": \"_fivetran_synced\", \"datatype\": dbt.type_timestamp()},\n {\"name\": \"key\", \"datatype\": dbt.type_string()},\n {\"name\": \"question_id\", \"datatype\": dbt.type_string()},\n {\"name\": \"recode_value\", \"datatype\": dbt.type_string()},\n {\"name\": \"survey_id\", \"datatype\": dbt.type_string()},\n {\"name\": \"text\", \"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": 1764703203.5987053, "supported_languages": null}, "macro.qualtrics.get_block_columns": {"name": "get_block_columns", "resource_type": "macro", "package_name": "qualtrics", "path": "macros/staging/get_block_columns.sql", "original_file_path": "macros/staging/get_block_columns.sql", "unique_id": "macro.qualtrics.get_block_columns", "macro_sql": "{% macro get_block_columns() %}\n\n{% set columns = [\n {\"name\": \"_fivetran_deleted\", \"datatype\": \"boolean\"},\n {\"name\": \"_fivetran_synced\", \"datatype\": dbt.type_timestamp()},\n {\"name\": \"block_locking\", \"datatype\": dbt.type_string()},\n {\"name\": \"block_visibility\", \"datatype\": dbt.type_string()},\n {\"name\": \"description\", \"datatype\": dbt.type_string()},\n {\"name\": \"id\", \"datatype\": dbt.type_string()},\n {\"name\": \"randomize_questions\", \"datatype\": dbt.type_string()},\n {\"name\": \"survey_id\", \"datatype\": dbt.type_string()},\n {\"name\": \"type\", \"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": 1764703203.6007168, "supported_languages": null}, "macro.qualtrics.get_question_response_columns": {"name": "get_question_response_columns", "resource_type": "macro", "package_name": "qualtrics", "path": "macros/staging/get_question_response_columns.sql", "original_file_path": "macros/staging/get_question_response_columns.sql", "unique_id": "macro.qualtrics.get_question_response_columns", "macro_sql": "{% macro get_question_response_columns() %}\n\n{% set columns = [\n {\"name\": \"_fivetran_id\", \"datatype\": dbt.type_string()},\n {\"name\": \"_fivetran_synced\", \"datatype\": dbt.type_timestamp()},\n {\"name\": \"loop_id\", \"datatype\": dbt.type_string()},\n {\"name\": \"question\", \"datatype\": dbt.type_string()},\n {\"name\": \"question_id\", \"datatype\": dbt.type_string()},\n {\"name\": \"question_option_key\", \"datatype\": dbt.type_string()},\n {\"name\": \"response_id\", \"datatype\": dbt.type_string()},\n {\"name\": \"sub_question_key\", \"datatype\": dbt.type_string()},\n {\"name\": \"sub_question_text\", \"datatype\": dbt.type_string()},\n {\"name\": \"text\", \"datatype\": dbt.type_string()},\n {\"name\": \"value\", \"datatype\": dbt.type_string()}\n] %}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_string", "macro.dbt.type_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1764703203.6030567, "supported_languages": null}, "macro.qualtrics.get_contact_mailing_list_membership_columns": {"name": "get_contact_mailing_list_membership_columns", "resource_type": "macro", "package_name": "qualtrics", "path": "macros/staging/get_contact_mailing_list_membership_columns.sql", "original_file_path": "macros/staging/get_contact_mailing_list_membership_columns.sql", "unique_id": "macro.qualtrics.get_contact_mailing_list_membership_columns", "macro_sql": "{% macro get_contact_mailing_list_membership_columns() %}\n\n{% set columns = [\n {\"name\": \"_fivetran_synced\", \"datatype\": dbt.type_timestamp()},\n {\"name\": \"contact_id\", \"datatype\": dbt.type_string()},\n {\"name\": \"contact_lookup_id\", \"datatype\": dbt.type_string()},\n {\"name\": \"directory_id\", \"datatype\": dbt.type_string()},\n {\"name\": \"mailing_list_id\", \"datatype\": dbt.type_string()},\n {\"name\": \"name\", \"datatype\": dbt.type_string()},\n {\"name\": \"owner_id\", \"datatype\": dbt.type_string()},\n {\"name\": \"unsubscribe_date\", \"datatype\": dbt.type_timestamp()},\n {\"name\": \"unsubscribed\", \"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": 1764703203.605006, "supported_languages": null}, "macro.qualtrics.get_user_columns": {"name": "get_user_columns", "resource_type": "macro", "package_name": "qualtrics", "path": "macros/staging/get_user_columns.sql", "original_file_path": "macros/staging/get_user_columns.sql", "unique_id": "macro.qualtrics.get_user_columns", "macro_sql": "{% macro get_user_columns() %}\n\n{% set columns = [\n {\"name\": \"_fivetran_deleted\", \"datatype\": \"boolean\"},\n {\"name\": \"_fivetran_synced\", \"datatype\": dbt.type_timestamp()},\n {\"name\": \"account_creation_date\", \"datatype\": dbt.type_timestamp()},\n {\"name\": \"account_expiration_date\", \"datatype\": dbt.type_timestamp()},\n {\"name\": \"account_status\", \"datatype\": dbt.type_string()},\n {\"name\": \"division_id\", \"datatype\": dbt.type_string()},\n {\"name\": \"email\", \"datatype\": dbt.type_string()},\n {\"name\": \"first_name\", \"datatype\": dbt.type_string()},\n {\"name\": \"id\", \"datatype\": dbt.type_string()},\n {\"name\": \"language\", \"datatype\": dbt.type_string()},\n {\"name\": \"last_login_date\", \"datatype\": dbt.type_timestamp()},\n {\"name\": \"last_name\", \"datatype\": dbt.type_string()},\n {\"name\": \"organization_id\", \"datatype\": dbt.type_string()},\n {\"name\": \"password_expiration_date\", \"datatype\": dbt.type_timestamp()},\n {\"name\": \"password_last_changed_date\", \"datatype\": dbt.type_timestamp()},\n {\"name\": \"response_count_auditable\", \"datatype\": dbt.type_int()},\n {\"name\": \"response_count_deleted\", \"datatype\": dbt.type_int()},\n {\"name\": \"response_count_generated\", \"datatype\": dbt.type_int()},\n {\"name\": \"time_zone\", \"datatype\": dbt.type_string()},\n {\"name\": \"unsubscribed\", \"datatype\": \"boolean\"},\n {\"name\": \"user_type\", \"datatype\": dbt.type_string()},\n {\"name\": \"username\", \"datatype\": dbt.type_string()}\n] %}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_timestamp", "macro.dbt.type_string", "macro.dbt.type_int"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1764703203.609323, "supported_languages": null}, "macro.qualtrics.get_survey_columns": {"name": "get_survey_columns", "resource_type": "macro", "package_name": "qualtrics", "path": "macros/staging/get_survey_columns.sql", "original_file_path": "macros/staging/get_survey_columns.sql", "unique_id": "macro.qualtrics.get_survey_columns", "macro_sql": "{% macro get_survey_columns() %}\n\n{% set columns = [\n {\"name\": \"_fivetran_deleted\", \"datatype\": \"boolean\"},\n {\"name\": \"_fivetran_synced\", \"datatype\": dbt.type_timestamp()},\n {\"name\": \"auto_scoring_category\", \"datatype\": dbt.type_string()},\n {\"name\": \"brand_base_url\", \"datatype\": dbt.type_string()},\n {\"name\": \"brand_id\", \"datatype\": dbt.type_string()},\n {\"name\": \"bundle_short_name\", \"datatype\": dbt.type_string()},\n {\"name\": \"composition_type\", \"datatype\": dbt.type_string()},\n {\"name\": \"creator_id\", \"datatype\": dbt.type_string()},\n {\"name\": \"default_scoring_category\", \"datatype\": dbt.type_string()},\n {\"name\": \"division_id\", \"datatype\": dbt.type_string()},\n {\"name\": \"id\", \"datatype\": dbt.type_string()},\n {\"name\": \"last_accessed\", \"datatype\": dbt.type_timestamp()},\n {\"name\": \"last_activated\", \"datatype\": dbt.type_timestamp()},\n {\"name\": \"last_modified\", \"datatype\": dbt.type_timestamp()},\n {\"name\": \"owner_id\", \"datatype\": dbt.type_string()},\n {\"name\": \"project_category\", \"datatype\": dbt.type_string()},\n {\"name\": \"project_type\", \"datatype\": dbt.type_string()},\n {\"name\": \"registry_sha\", \"datatype\": dbt.type_string()},\n {\"name\": \"registry_version\", \"datatype\": dbt.type_string()},\n {\"name\": \"schema_version\", \"datatype\": dbt.type_string()},\n {\"name\": \"scoring_summary_after_questions\", \"datatype\": \"boolean\"},\n {\"name\": \"scoring_summary_after_survey\", \"datatype\": \"boolean\"},\n {\"name\": \"scoring_summary_category\", \"datatype\": dbt.type_string()},\n {\"name\": \"survey_name\", \"datatype\": dbt.type_string()},\n {\"name\": \"survey_status\", \"datatype\": dbt.type_string()}\n] %}\n\n{{ fivetran_utils.add_pass_through_columns(columns, var('qualtrics__survey_pass_through_columns')) }}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_timestamp", "macro.dbt.type_string", "macro.fivetran_utils.add_pass_through_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1764703203.6142204, "supported_languages": null}, "macro.qualtrics.get_distribution_columns": {"name": "get_distribution_columns", "resource_type": "macro", "package_name": "qualtrics", "path": "macros/staging/get_distribution_columns.sql", "original_file_path": "macros/staging/get_distribution_columns.sql", "unique_id": "macro.qualtrics.get_distribution_columns", "macro_sql": "{% macro get_distribution_columns() %}\n\n{% set columns = [\n {\"name\": \"_fivetran_deleted\", \"datatype\": \"boolean\"},\n {\"name\": \"_fivetran_synced\", \"datatype\": dbt.type_timestamp()},\n {\"name\": \"created_date\", \"datatype\": dbt.type_timestamp()},\n {\"name\": \"header_from_email\", \"datatype\": dbt.type_string()},\n {\"name\": \"header_from_name\", \"datatype\": dbt.type_string()},\n {\"name\": \"header_reply_to_email\", \"datatype\": dbt.type_string()},\n {\"name\": \"header_subject\", \"datatype\": dbt.type_string()},\n {\"name\": \"id\", \"datatype\": dbt.type_string()},\n {\"name\": \"message_library_id\", \"datatype\": dbt.type_string()},\n {\"name\": \"message_message_id\", \"datatype\": dbt.type_string()},\n {\"name\": \"message_message_text\", \"datatype\": dbt.type_string()},\n {\"name\": \"modified_date\", \"datatype\": dbt.type_timestamp()},\n {\"name\": \"organization_id\", \"datatype\": dbt.type_string()},\n {\"name\": \"owner_id\", \"datatype\": dbt.type_string()},\n {\"name\": \"parent_distribution_id\", \"datatype\": dbt.type_string()},\n {\"name\": \"recipient_contact_id\", \"datatype\": dbt.type_string()},\n {\"name\": \"recipient_library_id\", \"datatype\": dbt.type_string()},\n {\"name\": \"recipient_mailing_list_id\", \"datatype\": dbt.type_string()},\n {\"name\": \"recipient_sample_id\", \"datatype\": dbt.type_string()},\n {\"name\": \"request_status\", \"datatype\": dbt.type_string()},\n {\"name\": \"request_type\", \"datatype\": dbt.type_string()},\n {\"name\": \"send_date\", \"datatype\": dbt.type_timestamp()},\n {\"name\": \"survey_link_expiration_date\", \"datatype\": dbt.type_timestamp()},\n {\"name\": \"survey_link_link_type\", \"datatype\": dbt.type_string()},\n {\"name\": \"survey_link_survey_id\", \"datatype\": dbt.type_string()}\n] %}\n\n{{ fivetran_utils.add_pass_through_columns(columns, var('qualtrics__distribution_pass_through_columns')) }}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_timestamp", "macro.dbt.type_string", "macro.fivetran_utils.add_pass_through_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1764703203.61906, "supported_languages": null}, "macro.qualtrics.get_directory_columns": {"name": "get_directory_columns", "resource_type": "macro", "package_name": "qualtrics", "path": "macros/staging/get_directory_columns.sql", "original_file_path": "macros/staging/get_directory_columns.sql", "unique_id": "macro.qualtrics.get_directory_columns", "macro_sql": "{% macro get_directory_columns() %}\n\n{% set columns = [\n {\"name\": \"_fivetran_deleted\", \"datatype\": \"boolean\"},\n {\"name\": \"_fivetran_synced\", \"datatype\": dbt.type_timestamp()},\n {\"name\": \"deduplication_criteria_email\", \"datatype\": \"boolean\"},\n {\"name\": \"deduplication_criteria_external_data_reference\", \"datatype\": \"boolean\"},\n {\"name\": \"deduplication_criteria_first_name\", \"datatype\": \"boolean\"},\n {\"name\": \"deduplication_criteria_last_name\", \"datatype\": \"boolean\"},\n {\"name\": \"deduplication_criteria_phone\", \"datatype\": \"boolean\"},\n {\"name\": \"id\", \"datatype\": dbt.type_string()},\n {\"name\": \"is_default\", \"datatype\": \"boolean\"},\n {\"name\": \"name\", \"datatype\": dbt.type_string()}\n] %}\n\n{{ fivetran_utils.add_pass_through_columns(columns, var('qualtrics__directory_pass_through_columns')) }}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_timestamp", "macro.dbt.type_string", "macro.fivetran_utils.add_pass_through_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1764703203.6212301, "supported_languages": null}, "macro.qualtrics.get_sub_question_columns": {"name": "get_sub_question_columns", "resource_type": "macro", "package_name": "qualtrics", "path": "macros/staging/get_sub_question_columns.sql", "original_file_path": "macros/staging/get_sub_question_columns.sql", "unique_id": "macro.qualtrics.get_sub_question_columns", "macro_sql": "{% macro get_sub_question_columns() %}\n\n{% set columns = [\n {\"name\": \"_fivetran_deleted\", \"datatype\": \"boolean\"},\n {\"name\": \"_fivetran_synced\", \"datatype\": dbt.type_timestamp()},\n {\"name\": \"choice_data_export_tag\", \"datatype\": dbt.type_string()},\n {\"name\": \"key\", \"datatype\": dbt.type_string()},\n {\"name\": \"question_id\", \"datatype\": dbt.type_string()},\n {\"name\": \"survey_id\", \"datatype\": dbt.type_string()},\n {\"name\": \"text\", \"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": 1764703203.6228402, "supported_languages": null}, "macro.qualtrics.get_survey_version_columns": {"name": "get_survey_version_columns", "resource_type": "macro", "package_name": "qualtrics", "path": "macros/staging/get_survey_version_columns.sql", "original_file_path": "macros/staging/get_survey_version_columns.sql", "unique_id": "macro.qualtrics.get_survey_version_columns", "macro_sql": "{% macro get_survey_version_columns() %}\n\n{% set columns = [\n {\"name\": \"_fivetran_deleted\", \"datatype\": \"boolean\"},\n {\"name\": \"_fivetran_synced\", \"datatype\": dbt.type_timestamp()},\n {\"name\": \"creation_date\", \"datatype\": dbt.type_timestamp()},\n {\"name\": \"description\", \"datatype\": dbt.type_string()},\n {\"name\": \"id\", \"datatype\": dbt.type_string()},\n {\"name\": \"published\", \"datatype\": \"boolean\"},\n {\"name\": \"survey_id\", \"datatype\": dbt.type_string()},\n {\"name\": \"user_id\", \"datatype\": dbt.type_string()},\n {\"name\": \"version_number\", \"datatype\": dbt.type_int()},\n {\"name\": \"was_published\", \"datatype\": \"boolean\"}\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": 1764703203.6249003, "supported_languages": null}, "macro.qualtrics.get_survey_response_columns": {"name": "get_survey_response_columns", "resource_type": "macro", "package_name": "qualtrics", "path": "macros/staging/get_survey_response_columns.sql", "original_file_path": "macros/staging/get_survey_response_columns.sql", "unique_id": "macro.qualtrics.get_survey_response_columns", "macro_sql": "{% macro get_survey_response_columns() %}\n\n{% set columns = [\n {\"name\": \"_fivetran_synced\", \"datatype\": dbt.type_timestamp()},\n {\"name\": \"distribution_channel\", \"datatype\": dbt.type_string()},\n {\"name\": \"duration_in_seconds\", \"datatype\": dbt.type_int()},\n {\"name\": \"end_date\", \"datatype\": dbt.type_timestamp()},\n {\"name\": \"finished\", \"datatype\": dbt.type_int()},\n {\"name\": \"id\", \"datatype\": dbt.type_string()},\n {\"name\": \"ip_address\", \"datatype\": dbt.type_string()},\n {\"name\": \"last_modified_date\", \"datatype\": dbt.type_timestamp()},\n {\"name\": \"location_latitude\", \"datatype\": dbt.type_float()},\n {\"name\": \"location_longitude\", \"datatype\": dbt.type_float()},\n {\"name\": \"progress\", \"datatype\": dbt.type_int()},\n {\"name\": \"recipient_email\", \"datatype\": dbt.type_string()},\n {\"name\": \"recipient_first_name\", \"datatype\": dbt.type_string()},\n {\"name\": \"recipient_last_name\", \"datatype\": dbt.type_string()},\n {\"name\": \"recorded_date\", \"datatype\": dbt.type_timestamp()},\n {\"name\": \"start_date\", \"datatype\": dbt.type_timestamp()},\n {\"name\": \"status\", \"datatype\": dbt.type_int()},\n {\"name\": \"survey_id\", \"datatype\": dbt.type_string()},\n {\"name\": \"user_language\", \"datatype\": dbt.type_string()}\n] %}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_timestamp", "macro.dbt.type_string", "macro.dbt.type_int", "macro.dbt.type_float"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1764703203.628536, "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": 1764703203.6293564, "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": 1764703203.6301425, "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": 1764703203.630864, "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": 1764703203.6315687, "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": 1764703203.6325738, "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": 1764703203.6342156, "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": 1764703203.6351297, "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": 1764703203.6360695, "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": 1764703203.6369863, "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": 1764703203.637677, "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": 1764703203.63851, "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": 1764703203.640305, "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": 1764703203.6411464, "supported_languages": null}, "macro.dbt_utils.default__test_unique_combination_of_columns": {"name": "default__test_unique_combination_of_columns", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/unique_combination_of_columns.sql", "original_file_path": "macros/generic_tests/unique_combination_of_columns.sql", "unique_id": "macro.dbt_utils.default__test_unique_combination_of_columns", "macro_sql": "{% macro default__test_unique_combination_of_columns(model, combination_of_columns, quote_columns=false) %}\n\n{% if not quote_columns %}\n {%- set column_list=combination_of_columns %}\n{% elif quote_columns %}\n {%- set column_list=[] %}\n {% for column in combination_of_columns -%}\n {% do column_list.append( adapter.quote(column) ) %}\n {%- endfor %}\n{% else %}\n {{ exceptions.raise_compiler_error(\n \"`quote_columns` argument for unique_combination_of_columns test must be one of [True, False] Got: '\" ~ quote ~\"'.'\"\n ) }}\n{% endif %}\n\n{%- set columns_csv=column_list | join(', ') %}\n\n\nwith validation_errors as (\n\n select\n {{ columns_csv }}\n from {{ model }}\n group by {{ columns_csv }}\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1764703203.642403, "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": 1764703203.6431394, "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": 1764703203.6437516, "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": 1764703203.6447964, "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": 1764703203.646593, "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": 1764703203.647361, "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": 1764703203.6483183, "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": 1764703203.6498704, "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": 1764703203.6529992, "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": 1764703203.6537833, "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": 1764703203.6544652, "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": 1764703203.6555474, "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": 1764703203.6575575, "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": 1764703203.6598105, "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": 1764703203.6677842, "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": 1764703203.6687875, "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": 1764703203.6705139, "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": 1764703203.671666, "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": 1764703203.674261, "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": 1764703203.6749568, "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": 1764703203.6762295, "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": 1764703203.6768432, "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": 1764703203.677473, "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": 1764703203.6780627, "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": 1764703203.6789658, "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": 1764703203.6804903, "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": 1764703203.682263, "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": 1764703203.683652, "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": 1764703203.686611, "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": 1764703203.6877394, "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": 1764703203.6881695, "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": 1764703203.6885145, "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": 1764703203.688919, "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": 1764703203.6892612, "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": 1764703203.6895978, "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": 1764703203.689965, "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": 1764703203.69075, "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": 1764703203.692196, "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": 1764703203.6930432, "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": 1764703203.6939652, "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": 1764703203.694354, "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": 1764703203.6958468, "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": 1764703203.699655, "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": 1764703203.7003398, "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": 1764703203.7008314, "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": 1764703203.7014964, "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": 1764703203.7026722, "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": 1764703203.7032702, "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": 1764703203.703949, "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": 1764703203.7044833, "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": 1764703203.7047806, "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": 1764703203.7057135, "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": 1764703203.7068825, "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": 1764703203.707338, "supported_languages": null}, "macro.dbt_utils.default__date_spine": {"name": "default__date_spine", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/date_spine.sql", "original_file_path": "macros/sql/date_spine.sql", "unique_id": "macro.dbt_utils.default__date_spine", "macro_sql": "{% macro default__date_spine(datepart, start_date, end_date) %}\n\n\n{# call as follows:\n\ndate_spine(\n \"day\",\n \"to_date('01/01/2016', 'mm/dd/yyyy')\",\n \"dbt.dateadd(week, 1, current_date)\"\n) #}\n\n\nwith rawdata as (\n\n {{dbt_utils.generate_series(\n dbt_utils.get_intervals_between(start_date, end_date, datepart)\n )}}\n\n),\n\nall_periods as (\n\n select (\n {{\n dbt.dateadd(\n datepart,\n \"row_number() over (order by generated_number) - 1\",\n start_date\n )\n }}\n ) as date_{{datepart}}\n from rawdata\n\n),\n\nfiltered as (\n\n select *\n from all_periods\n where date_{{datepart}} <= {{ end_date }}\n\n)\n\nselect * from filtered\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.generate_series", "macro.dbt_utils.get_intervals_between", "macro.dbt.dateadd"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1764703203.7080572, "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": 1764703203.7089777, "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": 1764703203.710696, "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": 1764703203.7122061, "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": 1764703203.7129483, "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": 1764703203.7146919, "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": 1764703203.7161067, "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": 1764703203.7171013, "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": 1764703203.7177536, "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": 1764703203.7188206, "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": 1764703203.719744, "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": 1764703203.7214236, "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": 1764703203.7234023, "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": 1764703203.7301779, "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": 1764703203.7310762, "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": 1764703203.7316365, "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": 1764703203.732745, "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": 1764703203.7343738, "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": 1764703203.7349753, "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": 1764703203.7356713, "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": 1764703203.737068, "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": 1764703203.739853, "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": 1764703203.74056, "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": 1764703203.741834, "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": 1764703203.7426317, "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": 1764703203.7440763, "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": 1764703203.7447054, "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": 1764703203.7449863, "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": 1764703203.7452607, "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": 1764703203.745534, "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": 1764703203.7460716, "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": 1764703203.7467043, "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": 1764703203.7474315, "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": 1764703203.748003, "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": 1764703203.7488334, "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": 1764703203.749638, "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": 1764703203.7500167, "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": 1764703203.7510407, "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": 1764703203.751684, "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": 1764703203.752763, "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": 1764703203.7532678, "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": 1764703203.7535946, "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": 1764703203.7550457, "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": 1764703203.7559185, "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": 1764703203.7564464, "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": 1764703203.756848, "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": 1764703203.75733, "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": 1764703203.757688, "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": 1764703203.7591803, "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": 1764703203.7600055, "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": 1764703203.7619681, "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": 1764703203.7627656, "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": 1764703203.763108, "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": 1764703203.7634404, "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": 1764703203.7637885, "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": 1764703203.7641141, "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": 1764703203.7644649, "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": 1764703203.7655659, "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": 1764703203.766101, "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": 1764703203.7668686, "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": 1764703203.7673943, "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": 1764703203.7676275, "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": 1764703203.767842, "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": 1764703203.7680542, "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": 1764703203.7688336, "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": 1764703203.7691534, "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": 1764703203.7695782, "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": 1764703203.7699509, "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": 1764703203.7702634, "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": 1764703203.7705708, "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": 1764703203.771958, "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": 1764703203.7722948, "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": 1764703203.77264, "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": 1764703203.7729652, "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": 1764703203.7762606, "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": 1764703203.777021, "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": 1764703203.7781641, "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": 1764703203.7786796, "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": 1764703203.7791765, "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": 1764703203.7796724, "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": 1764703203.780149, "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": 1764703203.7806978, "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": 1764703203.7812307, "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": 1764703203.7817247, "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": 1764703203.783944, "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": 1764703203.7850618, "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": 1764703203.7906392, "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": 1764703203.791339, "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": 1764703203.7919781, "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": 1764703203.792284, "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": 1764703203.792703, "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": 1764703203.7931905, "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": 1764703203.7934058, "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": 1764703203.7936318, "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": 1764703203.7961454, "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": 1764703203.7970808, "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": 1764703203.799555, "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": 1764703203.8003893, "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": 1764703203.8013573, "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": 1764703203.801659, "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": 1764703203.8022265, "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": 1764703203.8028023, "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": 1764703203.8030703, "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": 1764703203.803327, "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": 1764703203.8035815, "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": 1764703203.8038585, "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": 1764703203.8044991, "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": 1764703203.8048007, "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": 1764703203.8050704, "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": 1764703203.805336, "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": 1764703203.8056223, "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": 1764703203.8069584, "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": 1764703203.808444, "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": 1764703203.809794, "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": 1764703203.8117237, "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": 1764703203.8123395, "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": 1764703203.8125758, "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": 1764703203.81283, "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": 1764703203.813041, "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": 1764703203.8132496, "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": 1764703203.8140752, "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": 1764703203.8145075, "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": 1764703203.814979, "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": 1764703203.8154547, "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": 1764703203.815699, "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": 1764703203.8159137, "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": 1764703203.818113, "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": 1764703203.8268902, "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": 1764703203.827691, "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": 1764703203.828698, "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": 1764703203.829057, "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": 1764703203.8306468, "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": 1764703203.831831, "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": 1764703203.8325784, "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": 1764703203.833309, "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": 1764703203.8344314, "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": 1764703203.835252, "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": 1764703203.835588, "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": 1764703203.835937, "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": 1764703203.836266, "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": 1764703203.836559, "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": 1764703203.8369083, "supported_languages": null}}, "docs": {"doc.dbt.__overview__": {"name": "__overview__", "resource_type": "doc", "package_name": "dbt", "path": "overview.md", "original_file_path": "docs/overview.md", "unique_id": "doc.dbt.__overview__", "block_contents": "### Welcome!\n\nWelcome to the auto-generated documentation for your dbt project!\n\n### Navigation\n\nYou can use the `Project` and `Database` navigation tabs on the left side of the window to explore the models\nin your project.\n\n#### Project Tab\nThe `Project` tab mirrors the directory structure of your dbt project. In this tab, you can see all of the\nmodels defined in your dbt project, as well as models imported from dbt packages.\n\n#### Database Tab\nThe `Database` tab also exposes your models, but in a format that looks more like a database explorer. This view\nshows relations (tables and views) grouped into database schemas. Note that ephemeral models are _not_ shown\nin this interface, as they do not exist in the database.\n\n### Graph Exploration\nYou can click the blue icon on the bottom-right corner of the page to view the lineage graph of your models.\n\nOn model pages, you'll see the immediate parents and children of the model you're exploring. By clicking the `Expand`\nbutton at the top-right of this lineage pane, you'll be able to see all of the models that are used to build,\nor are built from, the model you're exploring.\n\nOnce expanded, you'll be able to use the `--select` and `--exclude` model selection syntax to filter the\nmodels in the graph. For more information on model selection, check out the [dbt docs](https://docs.getdbt.com/docs/model-selection-syntax).\n\nNote that you can also right-click on models to interactively filter and explore the graph.\n\n---\n\n### More information\n\n- [What is dbt](https://docs.getdbt.com/docs/introduction)?\n- Read the [dbt viewpoint](https://docs.getdbt.com/docs/viewpoint)\n- [Installation](https://docs.getdbt.com/docs/installation)\n- Join the [dbt Community](https://www.getdbt.com/community/) for questions and discussion"}, "doc.qualtrics.embedded_data": {"name": "embedded_data", "resource_type": "doc", "package_name": "qualtrics", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.qualtrics.embedded_data", "block_contents": "JSON of Any extra information you would like recorded in addition to the question responses (from the `survey_embedded_data` source table)."}, "doc.qualtrics.count_published_versions": {"name": "count_published_versions", "resource_type": "doc", "package_name": "qualtrics", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.qualtrics.count_published_versions", "block_contents": "Number of versions that have been published for this survey."}, "doc.qualtrics.count_questions": {"name": "count_questions", "resource_type": "doc", "package_name": "qualtrics", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.qualtrics.count_questions", "block_contents": "Total number of questions (does not include deleted ones) in the survey."}, "doc.qualtrics.avg_response_duration_in_seconds": {"name": "avg_response_duration_in_seconds", "resource_type": "doc", "package_name": "qualtrics", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.qualtrics.avg_response_duration_in_seconds", "block_contents": "On average, how long it took a respondent to finish a survey in seconds."}, "doc.qualtrics.avg_survey_progress_pct": {"name": "avg_survey_progress_pct", "resource_type": "doc", "package_name": "qualtrics", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.qualtrics.avg_survey_progress_pct", "block_contents": "On average, how far a respondent has progressed through a survey as a percentage out of 100."}, "doc.qualtrics.median_response_duration_in_seconds": {"name": "median_response_duration_in_seconds", "resource_type": "doc", "package_name": "qualtrics", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.qualtrics.median_response_duration_in_seconds", "block_contents": "The median of how long it took a respondent to finish a survey in seconds."}, "doc.qualtrics.median_survey_progress_pct": {"name": "median_survey_progress_pct", "resource_type": "doc", "package_name": "qualtrics", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.qualtrics.median_survey_progress_pct", "block_contents": "The median of how far a respondent has progressed through a survey as a percentage out of 100."}, "doc.qualtrics.count_survey_responses": {"name": "count_survey_responses", "resource_type": "doc", "package_name": "qualtrics", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.qualtrics.count_survey_responses", "block_contents": "Total number of survey responses."}, "doc.qualtrics.count_completed_survey_responses": {"name": "count_completed_survey_responses", "resource_type": "doc", "package_name": "qualtrics", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.qualtrics.count_completed_survey_responses", "block_contents": "Total number of _completed_ survey responses (ie `is_finished=true`)."}, "doc.qualtrics.count_survey_responses_30d": {"name": "count_survey_responses_30d", "resource_type": "doc", "package_name": "qualtrics", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.qualtrics.count_survey_responses_30d", "block_contents": "Number of survey responses recorded in the past 30 days."}, "doc.qualtrics.count_completed_survey_responses_30d": {"name": "count_completed_survey_responses_30d", "resource_type": "doc", "package_name": "qualtrics", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.qualtrics.count_completed_survey_responses_30d", "block_contents": "Number of _completed_ survey responses recorded in the past 30 days."}, "doc.qualtrics.count_anonymous_survey_responses": {"name": "count_anonymous_survey_responses", "resource_type": "doc", "package_name": "qualtrics", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.qualtrics.count_anonymous_survey_responses", "block_contents": "Number of recorded survey responses distributed anonymously."}, "doc.qualtrics.count_anonymous_completed_survey_responses": {"name": "count_anonymous_completed_survey_responses", "resource_type": "doc", "package_name": "qualtrics", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.qualtrics.count_anonymous_completed_survey_responses", "block_contents": "Number of _completed_ recorded survey responses distributed anonymously."}, "doc.qualtrics.count_social_media_survey_responses": {"name": "count_social_media_survey_responses", "resource_type": "doc", "package_name": "qualtrics", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.qualtrics.count_social_media_survey_responses", "block_contents": "Number of recorded survey responses distributed via [social media](https://www.qualtrics.com/support/survey-platform/distributions-module/social-media-distribution/)."}, "doc.qualtrics.count_social_media_completed_survey_responses": {"name": "count_social_media_completed_survey_responses", "resource_type": "doc", "package_name": "qualtrics", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.qualtrics.count_social_media_completed_survey_responses", "block_contents": "Number of _completed_ survey responses distributed via [social media](https://www.qualtrics.com/support/survey-platform/distributions-module/social-media-distribution/)."}, "doc.qualtrics.count_personal_link_survey_responses": {"name": "count_personal_link_survey_responses", "resource_type": "doc", "package_name": "qualtrics", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.qualtrics.count_personal_link_survey_responses", "block_contents": "Number of recorded survey responses distributed via [personal links](https://www.qualtrics.com/support/survey-platform/distributions-module/email-distribution/personal-links/)."}, "doc.qualtrics.count_personal_link_completed_survey_responses": {"name": "count_personal_link_completed_survey_responses", "resource_type": "doc", "package_name": "qualtrics", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.qualtrics.count_personal_link_completed_survey_responses", "block_contents": "Number of _completed_ survey responses distributed via [personal links](https://www.qualtrics.com/support/survey-platform/distributions-module/email-distribution/personal-links/)."}, "doc.qualtrics.count_qr_code_survey_responses": {"name": "count_qr_code_survey_responses", "resource_type": "doc", "package_name": "qualtrics", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.qualtrics.count_qr_code_survey_responses", "block_contents": "Number of recorded survey responses distributed via [QR codes](https://www.qualtrics.com/support/survey-platform/distributions-module/web-distribution/qr-code/)."}, "doc.qualtrics.count_qr_code_completed_survey_responses": {"name": "count_qr_code_completed_survey_responses", "resource_type": "doc", "package_name": "qualtrics", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.qualtrics.count_qr_code_completed_survey_responses", "block_contents": "Number of _completed_ survey responses distributed via [QR codes](https://www.qualtrics.com/support/survey-platform/distributions-module/web-distribution/qr-code/)."}, "doc.qualtrics.count_email_survey_responses": {"name": "count_email_survey_responses", "resource_type": "doc", "package_name": "qualtrics", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.qualtrics.count_email_survey_responses", "block_contents": "Number of recorded survey responses distributed via [email](https://www.qualtrics.com/support/survey-platform/distributions-module/email-distribution/emails-overview/)."}, "doc.qualtrics.count_email_completed_survey_responses": {"name": "count_email_completed_survey_responses", "resource_type": "doc", "package_name": "qualtrics", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.qualtrics.count_email_completed_survey_responses", "block_contents": "Number of _completed_ survey responses distributed via [email](https://www.qualtrics.com/support/survey-platform/distributions-module/email-distribution/emails-overview/)."}, "doc.qualtrics.count_sms_survey_responses": {"name": "count_sms_survey_responses", "resource_type": "doc", "package_name": "qualtrics", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.qualtrics.count_sms_survey_responses", "block_contents": "Number of recorded survey responses distributed via [SMS invite](https://www.qualtrics.com/support/survey-platform/distributions-module/mobile-distributions/sms-surveys/)."}, "doc.qualtrics.count_sms_completed_survey_responses": {"name": "count_sms_completed_survey_responses", "resource_type": "doc", "package_name": "qualtrics", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.qualtrics.count_sms_completed_survey_responses", "block_contents": "Number of _completed_ survey responses distributed via [SMS invite](https://www.qualtrics.com/support/survey-platform/distributions-module/mobile-distributions/sms-surveys/)."}, "doc.qualtrics.count_uncategorized_survey_responses": {"name": "count_uncategorized_survey_responses", "resource_type": "doc", "package_name": "qualtrics", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.qualtrics.count_uncategorized_survey_responses", "block_contents": "Number of recorded survey responses not distributed via the default channels."}, "doc.qualtrics.count_uncategorized_completed_survey_responses": {"name": "count_uncategorized_completed_survey_responses", "resource_type": "doc", "package_name": "qualtrics", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.qualtrics.count_uncategorized_completed_survey_responses", "block_contents": "Number of _completed_ survey responses not distributed via the default channels."}, "doc.qualtrics.publisher_email": {"name": "publisher_email", "resource_type": "doc", "package_name": "qualtrics", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.qualtrics.publisher_email", "block_contents": "Email of the `USER` who published the latest survey version."}, "doc.qualtrics.creator_email": {"name": "creator_email", "resource_type": "doc", "package_name": "qualtrics", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.qualtrics.creator_email", "block_contents": "Email of the `USER` who created the object."}, "doc.qualtrics.owner_email": {"name": "owner_email", "resource_type": "doc", "package_name": "qualtrics", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.qualtrics.owner_email", "block_contents": "Email of the `USER` who owns the object."}, "doc.qualtrics.is_xm_directory_contact": {"name": "is_xm_directory_contact", "resource_type": "doc", "package_name": "qualtrics", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.qualtrics.is_xm_directory_contact", "block_contents": "Boolean representing whether the contact came from the XM Directory API endpoint (ie stored in the `directory_contact` table)."}, "doc.qualtrics.is_research_core_contact": {"name": "is_research_core_contact", "resource_type": "doc", "package_name": "qualtrics", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.qualtrics.is_research_core_contact", "block_contents": "Boolean representing whether the contact came from the (to-be-deprecated) Research Core API endpoint (ie stored in the `core_contact` table)."}, "doc.qualtrics.mailing_list_ids": {"name": "mailing_list_ids", "resource_type": "doc", "package_name": "qualtrics", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.qualtrics.mailing_list_ids", "block_contents": "Comma-separated list of mailing list IDs the record is associated with."}, "doc.qualtrics.count_surveys_sent_email": {"name": "count_surveys_sent_email", "resource_type": "doc", "package_name": "qualtrics", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.qualtrics.count_surveys_sent_email", "block_contents": "Distinct surveys sent to the contact via email invite."}, "doc.qualtrics.count_surveys_sent_sms": {"name": "count_surveys_sent_sms", "resource_type": "doc", "package_name": "qualtrics", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.qualtrics.count_surveys_sent_sms", "block_contents": "Distinct surveys sent to the contact via SMS invite."}, "doc.qualtrics.count_surveys_opened_email": {"name": "count_surveys_opened_email", "resource_type": "doc", "package_name": "qualtrics", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.qualtrics.count_surveys_opened_email", "block_contents": "Distinct surveys opened by the contact via email invite."}, "doc.qualtrics.count_surveys_opened_sms": {"name": "count_surveys_opened_sms", "resource_type": "doc", "package_name": "qualtrics", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.qualtrics.count_surveys_opened_sms", "block_contents": "Distinct surveys opened by the contact via SMS invite."}, "doc.qualtrics.count_surveys_started_email": {"name": "count_surveys_started_email", "resource_type": "doc", "package_name": "qualtrics", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.qualtrics.count_surveys_started_email", "block_contents": "Distinct surveys started by the contact via email invite."}, "doc.qualtrics.count_surveys_started_sms": {"name": "count_surveys_started_sms", "resource_type": "doc", "package_name": "qualtrics", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.qualtrics.count_surveys_started_sms", "block_contents": "Distinct surveys started by the contact via SMS invite."}, "doc.qualtrics.count_surveys_completed_email": {"name": "count_surveys_completed_email", "resource_type": "doc", "package_name": "qualtrics", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.qualtrics.count_surveys_completed_email", "block_contents": "Distinct surveys completed by the contact via email invite."}, "doc.qualtrics.count_surveys_completed_sms": {"name": "count_surveys_completed_sms", "resource_type": "doc", "package_name": "qualtrics", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.qualtrics.count_surveys_completed_sms", "block_contents": "Distinct surveys completed by the contact via SMS invite."}, "doc.qualtrics.total_count_surveys": {"name": "total_count_surveys", "resource_type": "doc", "package_name": "qualtrics", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.qualtrics.total_count_surveys", "block_contents": "Total distinct surveys distributed."}, "doc.qualtrics.total_count_completed_surveys": {"name": "total_count_completed_surveys", "resource_type": "doc", "package_name": "qualtrics", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.qualtrics.total_count_completed_surveys", "block_contents": "Total distinct surveys completed."}, "doc.qualtrics.last_survey_response_recorded_at": {"name": "last_survey_response_recorded_at", "resource_type": "doc", "package_name": "qualtrics", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.qualtrics.last_survey_response_recorded_at", "block_contents": "The most recent point in time when a survey response was recorded."}, "doc.qualtrics.first_survey_response_recorded_at": {"name": "first_survey_response_recorded_at", "resource_type": "doc", "package_name": "qualtrics", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.qualtrics.first_survey_response_recorded_at", "block_contents": "The earliest point in time when a survey response was recorded."}, "doc.qualtrics.count_mailing_lists_subscribed_to": {"name": "count_mailing_lists_subscribed_to", "resource_type": "doc", "package_name": "qualtrics", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.qualtrics.count_mailing_lists_subscribed_to", "block_contents": "Count of distinct mailing lists the contact is a member of and has not opted out of."}, "doc.qualtrics.count_mailing_lists_unsubscribed_from": {"name": "count_mailing_lists_unsubscribed_from", "resource_type": "doc", "package_name": "qualtrics", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.qualtrics.count_mailing_lists_unsubscribed_from", "block_contents": "Count of distinct mailing lists that the contact has opted out of receiving emails through."}, "doc.qualtrics.count_distinct_emails": {"name": "count_distinct_emails", "resource_type": "doc", "package_name": "qualtrics", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.qualtrics.count_distinct_emails", "block_contents": "Count of distinct email addresses in the directory."}, "doc.qualtrics.count_distinct_phones": {"name": "count_distinct_phones", "resource_type": "doc", "package_name": "qualtrics", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.qualtrics.count_distinct_phones", "block_contents": "Count of distinct phone numbers (stripped of any non-numeric characters) in the directory."}, "doc.qualtrics.total_count_contacts": {"name": "total_count_contacts", "resource_type": "doc", "package_name": "qualtrics", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.qualtrics.total_count_contacts", "block_contents": "Total number of contacts."}, "doc.qualtrics.total_count_unsubscribed_contacts": {"name": "total_count_unsubscribed_contacts", "resource_type": "doc", "package_name": "qualtrics", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.qualtrics.total_count_unsubscribed_contacts", "block_contents": "Total number of contacts who have unsubscribed from the directory."}, "doc.qualtrics.count_contacts_created_30d": {"name": "count_contacts_created_30d", "resource_type": "doc", "package_name": "qualtrics", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.qualtrics.count_contacts_created_30d", "block_contents": "Number of contacts created in the last 30 days (inclusive) in this directory."}, "doc.qualtrics.count_contacts_unsubscribed_30d": {"name": "count_contacts_unsubscribed_30d", "resource_type": "doc", "package_name": "qualtrics", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.qualtrics.count_contacts_unsubscribed_30d", "block_contents": "Number of contacts who have opted out of receiving communications through this directory in the last 30 days (inclusive)."}, "doc.qualtrics.count_contacts_sent_survey_30d": {"name": "count_contacts_sent_survey_30d", "resource_type": "doc", "package_name": "qualtrics", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.qualtrics.count_contacts_sent_survey_30d", "block_contents": "Number of contacts in this directory who have been sent a survey in the past 30 days (inclusive)."}, "doc.qualtrics.count_contacts_opened_survey_30d": {"name": "count_contacts_opened_survey_30d", "resource_type": "doc", "package_name": "qualtrics", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.qualtrics.count_contacts_opened_survey_30d", "block_contents": "Number of contacts in this directory who have been sent a survey in the past 30 days (inclusive) and opened it."}, "doc.qualtrics.count_contacts_started_survey_30d": {"name": "count_contacts_started_survey_30d", "resource_type": "doc", "package_name": "qualtrics", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.qualtrics.count_contacts_started_survey_30d", "block_contents": "Number of contacts in this directory who have been sent a survey in the past 30 days (inclusive)and started it."}, "doc.qualtrics.count_contacts_completed_survey_30d": {"name": "count_contacts_completed_survey_30d", "resource_type": "doc", "package_name": "qualtrics", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.qualtrics.count_contacts_completed_survey_30d", "block_contents": "Number of contacts in this directory who have been sent a survey in the past 30 days (inclusive) and completed it."}, "doc.qualtrics.count_surveys_sent_30d": {"name": "count_surveys_sent_30d", "resource_type": "doc", "package_name": "qualtrics", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.qualtrics.count_surveys_sent_30d", "block_contents": "Number of _distinct_ surveys sent to contacts in the past 30 days (inclusive)."}, "doc.qualtrics.count_mailing_lists": {"name": "count_mailing_lists", "resource_type": "doc", "package_name": "qualtrics", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.qualtrics.count_mailing_lists", "block_contents": "Number of mailing lists the exist within the directory."}, "doc.qualtrics.parent_distribution_header_subject": {"name": "parent_distribution_header_subject", "resource_type": "doc", "package_name": "qualtrics", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.qualtrics.parent_distribution_header_subject", "block_contents": "Email subject; text or message id (MS_) of the parent distribution."}, "doc.qualtrics.recipient_mailing_list_name": {"name": "recipient_mailing_list_name", "resource_type": "doc", "package_name": "qualtrics", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.qualtrics.recipient_mailing_list_name", "block_contents": "Name of the mailing list associated with the distribution(s)."}, "doc.qualtrics.owner_first_name": {"name": "owner_first_name", "resource_type": "doc", "package_name": "qualtrics", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.qualtrics.owner_first_name", "block_contents": "First name of the `user` who owns the object."}, "doc.qualtrics.owner_last_name": {"name": "owner_last_name", "resource_type": "doc", "package_name": "qualtrics", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.qualtrics.owner_last_name", "block_contents": "Surname of the `user` who owns the object."}, "doc.qualtrics.count_contacts_sent_surveys": {"name": "count_contacts_sent_surveys", "resource_type": "doc", "package_name": "qualtrics", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.qualtrics.count_contacts_sent_surveys", "block_contents": "Count of unique contacts who have been sent surveys via the distribution."}, "doc.qualtrics.count_contacts_opened_surveys": {"name": "count_contacts_opened_surveys", "resource_type": "doc", "package_name": "qualtrics", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.qualtrics.count_contacts_opened_surveys", "block_contents": "Count of unique contacts who have opened surveys via the distribution."}, "doc.qualtrics.count_contacts_started_surveys": {"name": "count_contacts_started_surveys", "resource_type": "doc", "package_name": "qualtrics", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.qualtrics.count_contacts_started_surveys", "block_contents": "Count of unique contacts who have started surveys via the distribution."}, "doc.qualtrics.count_contacts_completed_surveys": {"name": "count_contacts_completed_surveys", "resource_type": "doc", "package_name": "qualtrics", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.qualtrics.count_contacts_completed_surveys", "block_contents": "Count of unique contacts who have completed surveys via the distribution."}, "doc.qualtrics.first_survey_sent_at": {"name": "first_survey_sent_at", "resource_type": "doc", "package_name": "qualtrics", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.qualtrics.first_survey_sent_at", "block_contents": "Timestamp of when the first survey was sent via this distribution."}, "doc.qualtrics.last_survey_sent_at": {"name": "last_survey_sent_at", "resource_type": "doc", "package_name": "qualtrics", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.qualtrics.last_survey_sent_at", "block_contents": "Timestamp of when a survey was most recently sent out via this distribution."}, "doc.qualtrics.first_survey_opened_at": {"name": "first_survey_opened_at", "resource_type": "doc", "package_name": "qualtrics", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.qualtrics.first_survey_opened_at", "block_contents": "Timestamp of when the first survey was opened via this distribution."}, "doc.qualtrics.last_survey_opened_at": {"name": "last_survey_opened_at", "resource_type": "doc", "package_name": "qualtrics", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.qualtrics.last_survey_opened_at", "block_contents": "Timestamp of when a survey was most recently opened via this distribution."}, "doc.qualtrics.first_response_completed_at": {"name": "first_response_completed_at", "resource_type": "doc", "package_name": "qualtrics", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.qualtrics.first_response_completed_at", "block_contents": "Timestamp of when the first survey was completed via this distribution."}, "doc.qualtrics.last_response_completed_at": {"name": "last_response_completed_at", "resource_type": "doc", "package_name": "qualtrics", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.qualtrics.last_response_completed_at", "block_contents": "Timestamp of when a survey was most recently completed via this distribution."}, "doc.qualtrics.avg_time_to_open_in_seconds": {"name": "avg_time_to_open_in_seconds", "resource_type": "doc", "package_name": "qualtrics", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.qualtrics.avg_time_to_open_in_seconds", "block_contents": "Average time difference between when a survey was sent and when it was opened."}, "doc.qualtrics.avg_time_to_start_in_seconds": {"name": "avg_time_to_start_in_seconds", "resource_type": "doc", "package_name": "qualtrics", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.qualtrics.avg_time_to_start_in_seconds", "block_contents": "Average time difference between when a survey was **sent** and when it was started."}, "doc.qualtrics.avg_time_to_complete_in_seconds": {"name": "avg_time_to_complete_in_seconds", "resource_type": "doc", "package_name": "qualtrics", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.qualtrics.avg_time_to_complete_in_seconds", "block_contents": "Average time difference between when a survey was **sent** and when it was completed."}, "doc.qualtrics.median_time_to_open_in_seconds": {"name": "median_time_to_open_in_seconds", "resource_type": "doc", "package_name": "qualtrics", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.qualtrics.median_time_to_open_in_seconds", "block_contents": "Median time difference between when a survey was sent and when it was opened."}, "doc.qualtrics.median_time_to_start_in_seconds": {"name": "median_time_to_start_in_seconds", "resource_type": "doc", "package_name": "qualtrics", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.qualtrics.median_time_to_start_in_seconds", "block_contents": "Median time difference between when a survey was **sent** and when it was started."}, "doc.qualtrics.median_time_to_complete_in_seconds": {"name": "median_time_to_complete_in_seconds", "resource_type": "doc", "package_name": "qualtrics", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.qualtrics.median_time_to_complete_in_seconds", "block_contents": "Median time difference between when a survey was **sent** and when it was completed."}, "doc.qualtrics.current_count_surveys_pending": {"name": "current_count_surveys_pending", "resource_type": "doc", "package_name": "qualtrics", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.qualtrics.current_count_surveys_pending", "block_contents": "Count of distributed surveys currently pending (the distribution is scheduled but has yet to be sent)."}, "doc.qualtrics.current_count_surveys_success": {"name": "current_count_surveys_success", "resource_type": "doc", "package_name": "qualtrics", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.qualtrics.current_count_surveys_success", "block_contents": "Count of distributed surveys currently with a status of `success` (the distribution was successfully delivered to the contact)."}, "doc.qualtrics.current_count_surveys_error": {"name": "current_count_surveys_error", "resource_type": "doc", "package_name": "qualtrics", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.qualtrics.current_count_surveys_error", "block_contents": "Count of distributed surveys currently with a status of `error` (an error occurred while attempting to send the distribution)."}, "doc.qualtrics.current_count_surveys_opened": {"name": "current_count_surveys_opened", "resource_type": "doc", "package_name": "qualtrics", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.qualtrics.current_count_surveys_opened", "block_contents": "Count of distributed surveys currently with a status of `opened` (the distribution was opened by the contact)."}, "doc.qualtrics.current_count_surveys_complaint": {"name": "current_count_surveys_complaint", "resource_type": "doc", "package_name": "qualtrics", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.qualtrics.current_count_surveys_complaint", "block_contents": "Count of distributed surveys currently with a status of `complaint` (the contact complained that the distribution was spam)."}, "doc.qualtrics.current_count_surveys_skipped": {"name": "current_count_surveys_skipped", "resource_type": "doc", "package_name": "qualtrics", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.qualtrics.current_count_surveys_skipped", "block_contents": "Count of distributed surveys currently with a status of `skipped` (the contact was skipped due to contact frequency rules or blacklisted contact information)."}, "doc.qualtrics.current_count_surveys_blocked": {"name": "current_count_surveys_blocked", "resource_type": "doc", "package_name": "qualtrics", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.qualtrics.current_count_surveys_blocked", "block_contents": "Count of distributed surveys currently with a status of `blocked` (the distribution failed to send, because the contact blocked it or the email was caught by the spam circuit breaker)."}, "doc.qualtrics.current_count_surveys_failure": {"name": "current_count_surveys_failure", "resource_type": "doc", "package_name": "qualtrics", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.qualtrics.current_count_surveys_failure", "block_contents": "Count of distributed surveys currently with a status of `failed` (the distribution failed to be delivered)."}, "doc.qualtrics.current_count_surveys_unknown": {"name": "current_count_surveys_unknown", "resource_type": "doc", "package_name": "qualtrics", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.qualtrics.current_count_surveys_unknown", "block_contents": "Count of distributed surveys currently with a status of `unknown` (the distribution failed for an unknown reason)."}, "doc.qualtrics.current_count_surveys_softbounce": {"name": "current_count_surveys_softbounce", "resource_type": "doc", "package_name": "qualtrics", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.qualtrics.current_count_surveys_softbounce", "block_contents": "Count of distributed surveys currently with a status of `softbounce` (the distribution bounced but can be retried)."}, "doc.qualtrics.current_count_surveys_hardbounce": {"name": "current_count_surveys_hardbounce", "resource_type": "doc", "package_name": "qualtrics", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.qualtrics.current_count_surveys_hardbounce", "block_contents": "Count of distributed surveys currently with a status of `hardbounce` (the distribution bounced and should not be retried)."}, "doc.qualtrics.current_count_surveys_surveystarted": {"name": "current_count_surveys_surveystarted", "resource_type": "doc", "package_name": "qualtrics", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.qualtrics.current_count_surveys_surveystarted", "block_contents": "Count of distributed surveys currently with a status of `surveystarted` (the contact started the survey distributed)."}, "doc.qualtrics.current_count_surveys_surveyfinished": {"name": "current_count_surveys_surveyfinished", "resource_type": "doc", "package_name": "qualtrics", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.qualtrics.current_count_surveys_surveyfinished", "block_contents": "Count of distributed surveys currently with a status of `surveyfinished` (the contact submitted a completed survey response)."}, "doc.qualtrics.current_count_surveys_surveyscreenedout": {"name": "current_count_surveys_surveyscreenedout", "resource_type": "doc", "package_name": "qualtrics", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.qualtrics.current_count_surveys_surveyscreenedout", "block_contents": "Count of distributed surveys currently with a status of `surveyscreenedout` (the contact screened out while taking the survey)."}, "doc.qualtrics.current_count_surveys_sessionexpired": {"name": "current_count_surveys_sessionexpired", "resource_type": "doc", "package_name": "qualtrics", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.qualtrics.current_count_surveys_sessionexpired", "block_contents": "Count of distributed surveys currently with a status of `sessionexpired` (the contact's survey session has expired)."}, "doc.qualtrics.current_count_surveys_surveypartiallyfinished": {"name": "current_count_surveys_surveypartiallyfinished", "resource_type": "doc", "package_name": "qualtrics", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.qualtrics.current_count_surveys_surveypartiallyfinished", "block_contents": "Count of distributed surveys currently with a status of `surveypartiallyfinished` (the contact submitted a partially completed survey response)."}, "doc.qualtrics.date_day": {"name": "date_day", "resource_type": "doc", "package_name": "qualtrics", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.qualtrics.date_day", "block_contents": "Day of activity in your Qualtrics instance."}, "doc.qualtrics.count_contacts_created": {"name": "count_contacts_created", "resource_type": "doc", "package_name": "qualtrics", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.qualtrics.count_contacts_created", "block_contents": "New contacts created on this day."}, "doc.qualtrics.count_contacts_unsubscribed_from_directory": {"name": "count_contacts_unsubscribed_from_directory", "resource_type": "doc", "package_name": "qualtrics", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.qualtrics.count_contacts_unsubscribed_from_directory", "block_contents": "Count of contacts that unsubscribed from a directory."}, "doc.qualtrics.count_contacts_unsubscribed_from_mailing_list": {"name": "count_contacts_unsubscribed_from_mailing_list", "resource_type": "doc", "package_name": "qualtrics", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.qualtrics.count_contacts_unsubscribed_from_mailing_list", "block_contents": "Count of contacts that unsubscribed from a mailing list."}, "doc.qualtrics.count_distinct_surveys_responded_to": {"name": "count_distinct_surveys_responded_to", "resource_type": "doc", "package_name": "qualtrics", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.qualtrics.count_distinct_surveys_responded_to", "block_contents": "Count of distinct survey templates (ie `survey_id`) that contacts responded to on this day."}, "doc.qualtrics.total_count_survey_responses": {"name": "total_count_survey_responses", "resource_type": "doc", "package_name": "qualtrics", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.qualtrics.total_count_survey_responses", "block_contents": "Count of distinct survey responses recorded on this day."}, "doc.qualtrics.total_count_completed_survey_responses": {"name": "total_count_completed_survey_responses", "resource_type": "doc", "package_name": "qualtrics", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.qualtrics.total_count_completed_survey_responses", "block_contents": "Count of distinct complete survey responses recorded on this day."}, "doc.qualtrics.count_contacts_opened_sent_surveys": {"name": "count_contacts_opened_sent_surveys", "resource_type": "doc", "package_name": "qualtrics", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.qualtrics.count_contacts_opened_sent_surveys", "block_contents": "Count of contacts who opened a survey that was sent on this day."}, "doc.qualtrics.count_contacts_started_sent_surveys": {"name": "count_contacts_started_sent_surveys", "resource_type": "doc", "package_name": "qualtrics", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.qualtrics.count_contacts_started_sent_surveys", "block_contents": "Count of contacts who started a survey that was sent on this day."}, "doc.qualtrics.count_contacts_completed_sent_surveys": {"name": "count_contacts_completed_sent_surveys", "resource_type": "doc", "package_name": "qualtrics", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.qualtrics.count_contacts_completed_sent_surveys", "block_contents": "Count of contacts who completed a survey that was sent on this day."}, "doc.qualtrics._fivetran_synced": {"name": "_fivetran_synced", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics._fivetran_synced", "block_contents": "The time when a record was last updated by Fivetran."}, "doc.qualtrics.source_relation": {"name": "source_relation", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.source_relation", "block_contents": "The schema or database this record came from if you are making use of the qualtrics_union_schemas or qualtrics_union_databases variables, respectively. Empty string if you are not using either of these variables to union together multiple Qualtrics connectors."}, "doc.qualtrics._fivetran_deleted": {"name": "_fivetran_deleted", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics._fivetran_deleted", "block_contents": "Boolean representing whether the record was soft-deleted in Qualtrics."}, "doc.qualtrics.block_locking": {"name": "block_locking", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.block_locking", "block_contents": "Boolean representing whether modification of the block and its contents is prevented."}, "doc.qualtrics.block_visibility": {"name": "block_visibility", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.block_visibility", "block_contents": "Whether the questions in the block are 'collapsed' or 'expanded' by default."}, "doc.qualtrics.block_description": {"name": "block_description", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.block_description", "block_contents": "Description given to the block."}, "doc.qualtrics.block_id": {"name": "block_id", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.block_id", "block_contents": "The ID of the survey block. Match pattern = ^BL_[a-zA-Z0-9]{11,15}$"}, "doc.qualtrics.randomize_questions": {"name": "randomize_questions", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.randomize_questions", "block_contents": "If/how the block questions are randomized. Can be - `false` (no randomization), `RandomWithXPerPage` (randomize all and place X questions in each block), `RandomWithOnlyX` (randomly present only X out of the total questions), or `Advanced` (custom configuration)"}, "doc.qualtrics.survey_id": {"name": "survey_id", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.survey_id", "block_contents": "The unique identifier for this survey. Match pattern = ^SV_[a-zA-Z0-9]{11,15}$"}, "doc.qualtrics.block_type": {"name": "block_type", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.block_type", "block_contents": "Type of block. Can be `Trash`, `Default`, or `Standard`"}, "doc.qualtrics.user_id": {"name": "user_id", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.user_id", "block_contents": "Unique ID of the user. Match pattern = ^((UR)|(URH))_[0-9a-zA-Z]{11,15}$"}, "doc.qualtrics.division_id": {"name": "division_id", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.division_id", "block_contents": "The unique identifier for the Division ID. Match pattern = ^DV_[0-9a-zA-Z]{11,15}$"}, "doc.qualtrics.username": {"name": "username", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.username", "block_contents": "UI-facing username for the account."}, "doc.qualtrics.user_first_name": {"name": "user_first_name", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.user_first_name", "block_contents": "The user's first name or given name."}, "doc.qualtrics.user_last_name": {"name": "user_last_name", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.user_last_name", "block_contents": "User's surname."}, "doc.qualtrics.user_type": {"name": "user_type", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.user_type", "block_contents": "ID of the user type. See mappings of user types to their type IDs [here](https://api.qualtrics.com/dc2be1c61af61-user-type)."}, "doc.qualtrics.organization_id": {"name": "organization_id", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.organization_id", "block_contents": "ID of the organization/brand this record belongs to."}, "doc.qualtrics.language": {"name": "language", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.language", "block_contents": "The user's default language."}, "doc.qualtrics.unsubscribed": {"name": "unsubscribed", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.unsubscribed", "block_contents": "Boolean indicating if the user unsubscribed."}, "doc.qualtrics.account_creation_date": {"name": "account_creation_date", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.account_creation_date", "block_contents": "The date and time that the account was created. Dates and times are expressed in ISO 8601 format."}, "doc.qualtrics.account_expiration_date": {"name": "account_expiration_date", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.account_expiration_date", "block_contents": "The date the account expires. Dates and times are expressed in ISO 8601 format."}, "doc.qualtrics.account_status": {"name": "account_status", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.account_status", "block_contents": "Either `active`, `disabled`, or `notVerified`."}, "doc.qualtrics.email": {"name": "email", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.email", "block_contents": "The user's email address."}, "doc.qualtrics.last_login_date": {"name": "last_login_date", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.last_login_date", "block_contents": "The date and time the user last logged into the user interface. Dates and times are expressed in ISO 8601 format."}, "doc.qualtrics.password_expiration_date": {"name": "password_expiration_date", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.password_expiration_date", "block_contents": "The date the account password expires. Dates and times are expressed in ISO 8601 format."}, "doc.qualtrics.password_last_changed_date": {"name": "password_last_changed_date", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.password_last_changed_date", "block_contents": "The date the account password was last changed. Dates and times are expressed in ISO 8601 format."}, "doc.qualtrics.response_count_auditable": {"name": "response_count_auditable", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.response_count_auditable", "block_contents": "The count of auditable responses."}, "doc.qualtrics.response_count_deleted": {"name": "response_count_deleted", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.response_count_deleted", "block_contents": "The count of deleted responses."}, "doc.qualtrics.response_count_generated": {"name": "response_count_generated", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.response_count_generated", "block_contents": "The count of generated responses."}, "doc.qualtrics.time_zone": {"name": "time_zone", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.time_zone", "block_contents": "The IANA time zone setting for the user."}, "doc.qualtrics.auto_scoring_category": {"name": "auto_scoring_category", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.auto_scoring_category", "block_contents": "The automated scoring category."}, "doc.qualtrics.brand_base_url": {"name": "brand_base_url", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.brand_base_url", "block_contents": "Base url for the organization/brand."}, "doc.qualtrics.brand_id": {"name": "brand_id", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.brand_id", "block_contents": "Unique ID of the organization/brand."}, "doc.qualtrics.bundle_short_name": {"name": "bundle_short_name", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.bundle_short_name", "block_contents": "Short name for the content bundle that the survey is from."}, "doc.qualtrics.composition_type": {"name": "composition_type", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.composition_type", "block_contents": "Survey composition type."}, "doc.qualtrics.creator_id": {"name": "creator_id", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.creator_id", "block_contents": "The unique identifier for a specific `USER` who created the survey."}, "doc.qualtrics.default_scoring_category": {"name": "default_scoring_category", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.default_scoring_category", "block_contents": "The default scoring category."}, "doc.qualtrics.is_active": {"name": "is_active", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.is_active", "block_contents": "DEPRECATED. Use `survey_status = 'active'` instead."}, "doc.qualtrics.last_accessed": {"name": "last_accessed", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.last_accessed", "block_contents": "The date the survey was last accessed."}, "doc.qualtrics.last_activated": {"name": "last_activated", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.last_activated", "block_contents": "The date the survey was last activated."}, "doc.qualtrics.owner_id": {"name": "owner_id", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.owner_id", "block_contents": "The unique identifier for a specific user who owns this."}, "doc.qualtrics.project_category": {"name": "project_category", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.project_category", "block_contents": "Project category of the survey.\n\nAllowed values - `CORE`, `CX`, `EX`, `BX`, `PX`"}, "doc.qualtrics.project_type": {"name": "project_type", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.project_type", "block_contents": "Type of [Qualtrics project](https://www.qualtrics.com/support/survey-platform/my-projects/my-projects-overview/#SelectingProjectType). Match pattern = ^[a-zA-Z]+$"}, "doc.qualtrics.registry_sha": {"name": "registry_sha", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.registry_sha", "block_contents": "The survey registry SHA."}, "doc.qualtrics.registry_version": {"name": "registry_version", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.registry_version", "block_contents": "The survey registry version."}, "doc.qualtrics.schema_version": {"name": "schema_version", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.schema_version", "block_contents": "Qualtrics schema version."}, "doc.qualtrics.scoring_summary_after_questions": {"name": "scoring_summary_after_questions", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.scoring_summary_after_questions", "block_contents": "Boolean representing whether the scoring summary is after questions."}, "doc.qualtrics.scoring_summary_after_survey": {"name": "scoring_summary_after_survey", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.scoring_summary_after_survey", "block_contents": "Boolean representing whether the scoring summary is after the survey."}, "doc.qualtrics.scoring_summary_category": {"name": "scoring_summary_category", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.scoring_summary_category", "block_contents": "The unique identifier for the scoring."}, "doc.qualtrics.survey_name": {"name": "survey_name", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.survey_name", "block_contents": "Name of the survey."}, "doc.qualtrics.survey_status": {"name": "survey_status", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.survey_status", "block_contents": "The distribution status of the survey, or a flag indicating that it's a library block\n\nAllowed values - `Inactive`, `Active`, `Pending`, `LibBlock`, `Deactive`, `Temporary`"}, "doc.qualtrics.data_export_tag": {"name": "data_export_tag", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.data_export_tag", "block_contents": "The tag to identify the question in exported data."}, "doc.qualtrics.choice_data_export_tag": {"name": "choice_data_export_tag", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.choice_data_export_tag", "block_contents": "The tag to identify the question choice in exported data."}, "doc.qualtrics.data_visibility_hidden": {"name": "data_visibility_hidden", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.data_visibility_hidden", "block_contents": "Boolean that represents whether the embedded data is hidden."}, "doc.qualtrics.data_visibility_private": {"name": "data_visibility_private", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.data_visibility_private", "block_contents": "Boolean that represents whether the embedded data is private."}, "doc.qualtrics.question_id": {"name": "question_id", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.question_id", "block_contents": "The unique identifier for the question. Match pattern = ^QID[a-zA-Z0-9]+$"}, "doc.qualtrics.next_answer_id": {"name": "next_answer_id", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.next_answer_id", "block_contents": "For Matrix questions, the vertical options are denoted as \"Answers\" in the question's structure. \nID of the next answer for this question. ?"}, "doc.qualtrics.next_choice_id": {"name": "next_choice_id", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.next_choice_id", "block_contents": "For Matrix questions, the horizontal options are denoted as \"Choices\" in the question's structure. \n\nID of the next choice for this question. ?"}, "doc.qualtrics.question_description": {"name": "question_description", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.question_description", "block_contents": "Label to identify the question."}, "doc.qualtrics.question_description_option": {"name": "question_description_option", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.question_description_option", "block_contents": "An optional user-provided field for question descriptions. Accepted values = `UseText`, `SpecifyLabel`"}, "doc.qualtrics.question_text": {"name": "question_text", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.question_text", "block_contents": "Text for the question."}, "doc.qualtrics.question_text_unsafe": {"name": "question_text_unsafe", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.question_text_unsafe", "block_contents": "Un-paresed version of the question text."}, "doc.qualtrics.question_type": {"name": "question_type", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.question_type", "block_contents": "The type of question. Can be -\n`MC`,`Matrix`,`Captcha`,`CS`,`DB`,`DD`,`Draw`,`DynamicMatrix`,`FileUpload`,`GAP`,`HeatMap`,`HL`,`HotSpot`,`Meta`,`PGR`,`RO`,`SBS`,`Slider`,`SS`,`TE`,`Timing`,`TreeSelect`"}, "doc.qualtrics.selector": {"name": "selector", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.selector", "block_contents": "How answers are selected such as single answer, multiple answer, etc. Accepted values - \n- `Bipolar`\n- `Browser`\n- `Captcha`\n- `CompactView`\n- `CS`\n- `D`\n- `DL`\n- `DND`\n- `DragAndDrop`\n- `ESTB`\n- `FORM`\n- `FileUpload`\n- `GRB`\n- `HBAR`\n- `HR`\n- `HSLIDER`\n- `I`\n- `Image`\n- `LikeDislike`\n- `Likert`\n- `MACOL`\n- `MAHR`\n- `MAVR`\n- `ML`\n- `MSB`\n- `MaxDiff`\n- `NPS`\n- `OH`\n- `OnOff`\n- `POS`\n- `PTB`\n- `PW`\n- `PageTimer`\n- `Profile`\n- `RB`\n- `RO`\n- `SACOL`\n- `SAHR`\n- `SAVR`\n- `SB`\n- `SBSMatrix`\n- `SL`\n- `STAR`\n- `ScreenCapture`\n- `SearchOnly`\n- `Signature`\n- `TA`\n- `TB`\n- `TBelow`\n- `TE`\n- `TL`\n- `TRight`\n- `Text`\n- `V1`\n- `V2`\n- `VR`\n- `VRTL`\n- `WTXB`"}, "doc.qualtrics.sub_selector": {"name": "sub_selector", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.sub_selector", "block_contents": "How subquestion answers are selected. Allowed values - SingleAnswer, DL, GR, DND, Long, Medium, MultipleAnswer, Columns, NoColumns, Short, TX, TXOT, WOTXB, WOTB, WTB, WTXB, WVTB."}, "doc.qualtrics.validation_setting_force_response": {"name": "validation_setting_force_response", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.validation_setting_force_response", "block_contents": "The response from forcing respondents to answer a question or request that they consider answering the question before leaving the page"}, "doc.qualtrics.validation_setting_force_response_type": {"name": "validation_setting_force_response_type", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.validation_setting_force_response_type", "block_contents": "The type of response from forcing respondents to answer a question or request that they consider answering the question before leaving the page"}, "doc.qualtrics.validation_setting_type": {"name": "validation_setting_type", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.validation_setting_type", "block_contents": "The type of forced response validation that is set."}, "doc.qualtrics.question_response_fivetran_id": {"name": "question_response_fivetran_id", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.question_response_fivetran_id", "block_contents": "Fivetran-generated unique key hashed on `response_id`, `question_id`, `sub_question_key`, `sub_question_text` , `question_option_key` , `loop_id` and `importId`."}, "doc.qualtrics.loop_id": {"name": "loop_id", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.loop_id", "block_contents": "ID of the [Loop and Merge](https://www.qualtrics.com/support/survey-platform/survey-module/block-options/loop-and-merge/) object this response is associated with."}, "doc.qualtrics.question": {"name": "question", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.question", "block_contents": "Question text."}, "doc.qualtrics.question_option_key": {"name": "question_option_key", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.question_option_key", "block_contents": "The key of the `QUESTION_OPTION` that was chosen."}, "doc.qualtrics.sub_question_option_key": {"name": "sub_question_option_key", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.sub_question_option_key", "block_contents": "The key of the `QUESTION_OPTION` that was chosen for the sub-question."}, "doc.qualtrics.sub_question_text": {"name": "sub_question_text", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.sub_question_text", "block_contents": "Sub question text."}, "doc.qualtrics.response_text": {"name": "response_text", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.response_text", "block_contents": "Text response provided by the respondent."}, "doc.qualtrics.response_value": {"name": "response_value", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.response_value", "block_contents": "Value of the question response."}, "doc.qualtrics.recode_value": {"name": "recode_value", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.recode_value", "block_contents": "Recode/mapping value for the option."}, "doc.qualtrics.question_option_text": {"name": "question_option_text", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.question_option_text", "block_contents": "Question option text."}, "doc.qualtrics.distribution_channel": {"name": "distribution_channel", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.distribution_channel", "block_contents": "The method by which the survey was distributed to respondents."}, "doc.qualtrics.duration_in_seconds": {"name": "duration_in_seconds", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.duration_in_seconds", "block_contents": "How long it took for the respondent to finish the survey in seconds."}, "doc.qualtrics.end_date": {"name": "end_date", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.end_date", "block_contents": "The point in time when the survey response was finished."}, "doc.qualtrics.finished": {"name": "finished", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.finished", "block_contents": "Boolean (stored as int) indicating if the respondent finished and submitted the survey, the value will be 1, otherwise it will be 0."}, "doc.qualtrics.response_id": {"name": "response_id", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.response_id", "block_contents": "The unique ID for the `SURVEY_RESPONSE`."}, "doc.qualtrics.ip_address": {"name": "ip_address", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.ip_address", "block_contents": "IP address of the recipient."}, "doc.qualtrics.last_modified_date": {"name": "last_modified_date", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.last_modified_date", "block_contents": "The point in time when the record was last modified."}, "doc.qualtrics.location_latitude": {"name": "location_latitude", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.location_latitude", "block_contents": "The approximate location of the respondent at the time the survey was taken."}, "doc.qualtrics.location_longitude": {"name": "location_longitude", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.location_longitude", "block_contents": "The approximate location of the respondent at the time the survey was taken."}, "doc.qualtrics.progress": {"name": "progress", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.progress", "block_contents": "How far the respondent has progressed through the survey as a percentage out of 100."}, "doc.qualtrics.recipient_email": {"name": "recipient_email", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.recipient_email", "block_contents": "Email of the [recipient](https://api.qualtrics.com/ZG9jOjg3NzY2OQ-getting-information-about-distributions#the-recipients-object) if they are a single recipient (not a mailing list or sample)."}, "doc.qualtrics.recipient_first_name": {"name": "recipient_first_name", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.recipient_first_name", "block_contents": "First name of the [recipient](https://api.qualtrics.com/ZG9jOjg3NzY2OQ-getting-information-about-distributions#the-recipients-object) if they are a single recipient (not a mailing list or sample)."}, "doc.qualtrics.recipient_last_name": {"name": "recipient_last_name", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.recipient_last_name", "block_contents": "Last name of the [recipient](https://api.qualtrics.com/ZG9jOjg3NzY2OQ-getting-information-about-distributions#the-recipients-object) if they are a single recipient (not a mailing list or sample)."}, "doc.qualtrics.recorded_date": {"name": "recorded_date", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.recorded_date", "block_contents": "The point in time when the survey response was recorded."}, "doc.qualtrics.start_date": {"name": "start_date", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.start_date", "block_contents": "The point in time when the survey response was recorded."}, "doc.qualtrics.status": {"name": "status", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.status", "block_contents": "The type of response."}, "doc.qualtrics.user_language": {"name": "user_language", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.user_language", "block_contents": "The language of the respondent."}, "doc.qualtrics.sub_question_key": {"name": "sub_question_key", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.sub_question_key", "block_contents": "Key of the sub question."}, "doc.qualtrics.creation_date": {"name": "creation_date", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.creation_date", "block_contents": "The creation date and time of the record, expressed as an ISO 8601 value."}, "doc.qualtrics.survey_version_description": {"name": "survey_version_description", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.survey_version_description", "block_contents": "A user-provided description of the survey version."}, "doc.qualtrics.version_id": {"name": "version_id", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.version_id", "block_contents": "The unique identifier for this survey version."}, "doc.qualtrics.published": {"name": "published", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.published", "block_contents": "Boolean that, when true, publishes the version."}, "doc.qualtrics.publisher_user_id": {"name": "publisher_user_id", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.publisher_user_id", "block_contents": "ID of `USER` who published this survey version in your org."}, "doc.qualtrics.version_number": {"name": "version_number", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.version_number", "block_contents": "The version number of this survey."}, "doc.qualtrics.was_published": {"name": "was_published", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.was_published", "block_contents": "Boolean that is true if the survey version was published."}, "doc.qualtrics.import_id": {"name": "import_id", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.import_id", "block_contents": "A unique identifier to recognize this import job of embedded survey data."}, "doc.qualtrics.key": {"name": "key", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.key", "block_contents": "Key of the embedded survey data element."}, "doc.qualtrics.value": {"name": "value", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.value", "block_contents": "Key of the embedded survey data element."}, "doc.qualtrics.deduplication_criteria_email": {"name": "deduplication_criteria_email", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.deduplication_criteria_email", "block_contents": "Boolean representing if directory contacts are deduped based on email."}, "doc.qualtrics.deduplication_criteria_external_data_reference": {"name": "deduplication_criteria_external_data_reference", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.deduplication_criteria_external_data_reference", "block_contents": "Boolean representing if directory contacts are deduped based on an external data reference."}, "doc.qualtrics.deduplication_criteria_first_name": {"name": "deduplication_criteria_first_name", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.deduplication_criteria_first_name", "block_contents": "Boolean representing if directory contacts are deduped based on first name."}, "doc.qualtrics.deduplication_criteria_last_name": {"name": "deduplication_criteria_last_name", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.deduplication_criteria_last_name", "block_contents": "Boolean representing if directory contacts are deduped based on last name."}, "doc.qualtrics.deduplication_criteria_phone": {"name": "deduplication_criteria_phone", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.deduplication_criteria_phone", "block_contents": "Boolean representing if directory contacts are deduped based on phone number."}, "doc.qualtrics.directory_id": {"name": "directory_id", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.directory_id", "block_contents": "The directory ID, also known as a pool ID. Example - POOL_012345678901234"}, "doc.qualtrics.is_default": {"name": "is_default", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.is_default", "block_contents": "Boolean representing if this directory is the default one for your brand. \n\nThe default directory will be the first directory listed in the dropdown menu in Qualtrics."}, "doc.qualtrics.directory_name": {"name": "directory_name", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.directory_name", "block_contents": "Name of the directory."}, "doc.qualtrics.directory_unsubscribe_date": {"name": "directory_unsubscribe_date", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.directory_unsubscribe_date", "block_contents": "Date and time the user opted out of the directory."}, "doc.qualtrics.directory_unsubscribed": {"name": "directory_unsubscribed", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.directory_unsubscribed", "block_contents": "Boolean indicating whether the contact unsubscribed from all contact from the Directory."}, "doc.qualtrics.contact_email": {"name": "contact_email", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.contact_email", "block_contents": "Contact's email address. Must be in proper email format."}, "doc.qualtrics.email_domain": {"name": "email_domain", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.email_domain", "block_contents": "Domain of the contact's email address."}, "doc.qualtrics.ext_ref": {"name": "ext_ref", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.ext_ref", "block_contents": "The external reference for the contact."}, "doc.qualtrics.contact_first_name": {"name": "contact_first_name", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.contact_first_name", "block_contents": "Contact's first name."}, "doc.qualtrics.contact_id": {"name": "contact_id", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.contact_id", "block_contents": "The ID for the contact. Example - CID_012345678901234"}, "doc.qualtrics.contact_last_name": {"name": "contact_last_name", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.contact_last_name", "block_contents": "Contact's surname."}, "doc.qualtrics.phone": {"name": "phone", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.phone", "block_contents": "Contact's phone number."}, "doc.qualtrics.write_blanks": {"name": "write_blanks", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.write_blanks", "block_contents": "Boolean of whether to write blanks(?) or not."}, "doc.qualtrics.header_from_email": {"name": "header_from_email", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.header_from_email", "block_contents": "Email from address."}, "doc.qualtrics.header_from_name": {"name": "header_from_name", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.header_from_name", "block_contents": "Email from name."}, "doc.qualtrics.header_reply_to_email": {"name": "header_reply_to_email", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.header_reply_to_email", "block_contents": "Email reply-to address."}, "doc.qualtrics.header_subject": {"name": "header_subject", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.header_subject", "block_contents": "Email subject; text or message id (MS_)."}, "doc.qualtrics.distribution_id": {"name": "distribution_id", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.distribution_id", "block_contents": "The unique Distribution ID."}, "doc.qualtrics.message_library_id": {"name": "message_library_id", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.message_library_id", "block_contents": "Library ID of the message."}, "doc.qualtrics.message_message_id": {"name": "message_message_id", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.message_message_id", "block_contents": "The ID for the desired library message."}, "doc.qualtrics.message_message_text": {"name": "message_message_text", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.message_message_text", "block_contents": "Text of the message to send."}, "doc.qualtrics.parent_distribution_id": {"name": "parent_distribution_id", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.parent_distribution_id", "block_contents": "The unique ID of the parent distribution."}, "doc.qualtrics.recipient_contact_id": {"name": "recipient_contact_id", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.recipient_contact_id", "block_contents": "The contact ID of the recipient. Can point to `directory_contact` or `core_contact`."}, "doc.qualtrics.recipient_library_id": {"name": "recipient_library_id", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.recipient_library_id", "block_contents": "Library ID of the message."}, "doc.qualtrics.recipient_mailing_list_id": {"name": "recipient_mailing_list_id", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.recipient_mailing_list_id", "block_contents": "The mailing list or contact group associated with the distribution(s). Can point to `directory_mailing_list` or `core_mailing_list`."}, "doc.qualtrics.recipient_sample_id": {"name": "recipient_sample_id", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.recipient_sample_id", "block_contents": "The ID for the desired sample. Can point to `directory_sample` or `core_sample` (not included in package)."}, "doc.qualtrics.request_status": {"name": "request_status", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.request_status", "block_contents": "The distribution's status. States include `Pending` and `Done`. The Pending state is for email that is scheduled to be sent at a later time."}, "doc.qualtrics.request_type": {"name": "request_type", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.request_type", "block_contents": "The distribution's type. Types include `Invite`, `Reminder`, and `ThankYou`."}, "doc.qualtrics.send_date": {"name": "send_date", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.send_date", "block_contents": "The date and time the request will be or was sent (in ISO 8601 format). Note that this date and time could be in the future if the email distribution is scheduled to send after a delay."}, "doc.qualtrics.survey_link_expiration_date": {"name": "survey_link_expiration_date", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.survey_link_expiration_date", "block_contents": "The expiration date for the link associated with the survey distribution. Null if `request_type` != `Invite`."}, "doc.qualtrics.survey_link_link_type": {"name": "survey_link_link_type", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.survey_link_link_type", "block_contents": "The link type (`Individual`, `Anonymous`, or `Multiple`) for the link associated with the survey distribution. Null if `request_type` != `Invite`."}, "doc.qualtrics.survey_link_survey_id": {"name": "survey_link_survey_id", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.survey_link_survey_id", "block_contents": "The unique survey ID. Will be non-null even if `request_type` != `Invite`."}, "doc.qualtrics.contact_frequency_rule_id": {"name": "contact_frequency_rule_id", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.contact_frequency_rule_id", "block_contents": "The contact frequency Rule ID. Ex - FQ_AAB234234"}, "doc.qualtrics.contact_lookup_id": {"name": "contact_lookup_id", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.contact_lookup_id", "block_contents": "Optional contact lookup ID for individual distribution."}, "doc.qualtrics.opened_at": {"name": "opened_at", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.opened_at", "block_contents": "The time a survey was opened by the respondent, will be null if the survey has not been opened."}, "doc.qualtrics.response_completed_at": {"name": "response_completed_at", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.response_completed_at", "block_contents": "The time a response was completed, will be null for uncompleted surveys."}, "doc.qualtrics.distribution_response_id": {"name": "distribution_response_id", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.distribution_response_id", "block_contents": "The ID of the survey response submitted by this contact. If no survey response has been submitted, this value will be null. If the survey was setup to anonymize responses, then this value will be `Anonymous`."}, "doc.qualtrics.response_started_at": {"name": "response_started_at", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.response_started_at", "block_contents": "The time a response was started by the respondent, will be null if survey has not been started."}, "doc.qualtrics.sent_at": {"name": "sent_at", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.sent_at", "block_contents": "The time a survey was sent to the respondent."}, "doc.qualtrics.distribution_status": {"name": "distribution_status", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.distribution_status", "block_contents": "One of ([full descriptions](https://api.qualtrics.com/fc8017650d0b9-distribution-status)):\n- `Pending`\n- `Success`\n- `Error`\n- `Opened`\n- `Complaint`\n- `Skipped`\n- `Blocked`\n- `Failure`\n- `Unknown`\n- `SoftBounce`\n- `HardBounce`\n- `SurveyStarted`\n- `SurveyPartiallyFinished`\n- `SurveyFinished`\n- `SurveyScreenedOut`\n- `SessionExpired`"}, "doc.qualtrics.survey_link": {"name": "survey_link", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.survey_link", "block_contents": "The survey link sent with the distribution. This is null when no link was sent."}, "doc.qualtrics.survey_session_id": {"name": "survey_session_id", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.survey_session_id", "block_contents": "An identifier that represents the session in which the respondent interacted with the survey"}, "doc.qualtrics.mailing_list_id": {"name": "mailing_list_id", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.mailing_list_id", "block_contents": "The ID for the mailing list."}, "doc.qualtrics.mailing_list_name": {"name": "mailing_list_name", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.mailing_list_name", "block_contents": "Name of the mailing list."}, "doc.qualtrics.mailing_list_unsubscribed": {"name": "mailing_list_unsubscribed", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.mailing_list_unsubscribed", "block_contents": "Boolean indicating whether the contact has opted out of receiving email through this mailing list."}, "doc.qualtrics.mailing_list_unsubscribe_date": {"name": "mailing_list_unsubscribe_date", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.mailing_list_unsubscribe_date", "block_contents": "Date and time the user opted out of this mailing list."}, "doc.qualtrics.mailing_list_contact_id": {"name": "mailing_list_contact_id", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.mailing_list_contact_id", "block_contents": "Mailing List Contact ID (different from `contact_id`). ex: `MLRP_*`"}, "doc.qualtrics.library_id": {"name": "library_id", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.library_id", "block_contents": "The library ID. Example: `UR_1234567890AbCdE`"}, "doc.qualtrics.mailing_list_category": {"name": "mailing_list_category", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.mailing_list_category", "block_contents": "The library ID. Example: `UR_1234567890AbCdE`"}, "doc.qualtrics.folder": {"name": "folder", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.folder", "block_contents": "The folder this is placed in."}}, "exposures": {}, "metrics": {}, "groups": {}, "selectors": {}, "disabled": {"test.qualtrics_integration_tests.consistency_qualtrics__contact": [{"database": "postgres", "schema": "public_dbt_test__audit", "name": "consistency_qualtrics__contact", "resource_type": "test", "package_name": "qualtrics_integration_tests", "path": "consistency/consistency_qualtrics__contact.sql", "original_file_path": "tests/consistency/consistency_qualtrics__contact.sql", "unique_id": "test.qualtrics_integration_tests.consistency_qualtrics__contact", "fqn": ["qualtrics_integration_tests", "consistency", "consistency_qualtrics__contact"], "alias": "consistency_qualtrics__contact", "checksum": {"name": "sha256", "checksum": "dc49dbe73fea83d59935c394bd009cdcaee6d5a7b2da5d4a9a0c5909d6a6f53d"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"tags": "fivetran_validations", "enabled": false}, "created_at": 1764703204.6116714, "relation_name": null, "raw_code": "{{ config(\n tags=\"fivetran_validations\",\n enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\nwith prod as (\n select\n {{ dbt_utils.star(from=ref('qualtrics__contact'), except=[\"avg_survey_duration_in_seconds\"]) }},\n round(avg_survey_duration_in_seconds, 2) as avg_survey_duration_in_seconds\n from {{ target.schema }}_qualtrics_prod.qualtrics__contact\n),\n\ndev as (\n select\n {{ dbt_utils.star(from=ref('qualtrics__contact'), except=[\"avg_survey_duration_in_seconds\"]) }},\n round(avg_survey_duration_in_seconds, 2) as avg_survey_duration_in_seconds\n from {{ target.schema }}_qualtrics_dev.qualtrics__contact\n \n),\n\nprod_not_in_dev as (\n -- rows from prod not found in dev\n select * from prod\n except distinct\n select * from dev\n),\n\ndev_not_in_prod as (\n -- rows from dev not found in prod\n select * from dev\n except distinct\n select * from prod\n),\n\nfinal as (\n select\n *,\n 'from prod' as source\n from prod_not_in_dev\n\n union all -- union since we only care if rows are produced\n\n select\n *,\n 'from dev' as source\n from dev_not_in_prod\n)\n\nselect *\nfrom final", "doc_blocks": [], "language": "sql", "refs": [{"name": "qualtrics__contact", "package": null, "version": null}, {"name": "qualtrics__contact", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.star"], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.qualtrics_integration_tests.consistency_qualtrics__survey": [{"database": "postgres", "schema": "public_dbt_test__audit", "name": "consistency_qualtrics__survey", "resource_type": "test", "package_name": "qualtrics_integration_tests", "path": "consistency/consistency_qualtrics__survey.sql", "original_file_path": "tests/consistency/consistency_qualtrics__survey.sql", "unique_id": "test.qualtrics_integration_tests.consistency_qualtrics__survey", "fqn": ["qualtrics_integration_tests", "consistency", "consistency_qualtrics__survey"], "alias": "consistency_qualtrics__survey", "checksum": {"name": "sha256", "checksum": "3f2c181c8c95aeff7bc52d7ccca6f7b89575aa300d46dad3d8cbecc62e06331b"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"tags": "fivetran_validations", "enabled": false}, "created_at": 1764703204.7145774, "relation_name": null, "raw_code": "{{ config(\n tags=\"fivetran_validations\",\n enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\nwith prod as (\n select\n {{ dbt_utils.star(from=ref('qualtrics__survey'), except=['avg_response_duration_in_seconds', 'avg_survey_progress_pct']) }},\n round(avg_response_duration_in_seconds, 0) as avg_response_duration_in_seconds,\n round(avg_survey_progress_pct, 0) as avg_survey_progress_pct\n from {{ target.schema }}_qualtrics_prod.qualtrics__survey\n),\n\ndev as (\n select\n {{ dbt_utils.star(from=ref('qualtrics__survey'), except=['avg_response_duration_in_seconds', 'avg_survey_progress_pct']) }},\n round(avg_response_duration_in_seconds, 0) as avg_response_duration_in_seconds,\n round(avg_survey_progress_pct, 0) as avg_survey_progress_pct\n from {{ target.schema }}_qualtrics_dev.qualtrics__survey\n \n),\n\nprod_not_in_dev as (\n -- rows from prod not found in dev\n select * from prod\n except distinct\n select * from dev\n),\n\ndev_not_in_prod as (\n -- rows from dev not found in prod\n select * from dev\n except distinct\n select * from prod\n),\n\nfinal as (\n select\n *,\n 'from prod' as source\n from prod_not_in_dev\n\n union all -- union since we only care if rows are produced\n\n select\n *,\n 'from dev' as source\n from dev_not_in_prod\n)\n\nselect *\nfrom final", "doc_blocks": [], "language": "sql", "refs": [{"name": "qualtrics__survey", "package": null, "version": null}, {"name": "qualtrics__survey", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.star"], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.qualtrics_integration_tests.consistency_qualtrics__response": [{"database": "postgres", "schema": "public_dbt_test__audit", "name": "consistency_qualtrics__response", "resource_type": "test", "package_name": "qualtrics_integration_tests", "path": "consistency/consistency_qualtrics__response.sql", "original_file_path": "tests/consistency/consistency_qualtrics__response.sql", "unique_id": "test.qualtrics_integration_tests.consistency_qualtrics__response", "fqn": ["qualtrics_integration_tests", "consistency", "consistency_qualtrics__response"], "alias": "consistency_qualtrics__response", "checksum": {"name": "sha256", "checksum": "48256f0f7aa2ae84578f81ccaf689ddbe160a35c02db4663378dfe5b0f7a911d"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"tags": "fivetran_validations", "enabled": false}, "created_at": 1764703204.7219715, "relation_name": null, "raw_code": "{{ config(\n tags=\"fivetran_validations\",\n enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\nwith prod as (\n select\n {{ dbt_utils.star(from=ref('qualtrics__response')) }}\n from {{ target.schema }}_qualtrics_prod.qualtrics__response\n),\n\ndev as (\n select\n {{ dbt_utils.star(from=ref('qualtrics__response')) }}\n from {{ target.schema }}_qualtrics_dev.qualtrics__response\n \n),\n\nprod_not_in_dev as (\n -- rows from prod not found in dev\n select * from prod\n except distinct\n select * from dev\n),\n\ndev_not_in_prod as (\n -- rows from dev not found in prod\n select * from dev\n except distinct\n select * from prod\n),\n\nfinal as (\n select\n *,\n 'from prod' as source\n from prod_not_in_dev\n\n union all -- union since we only care if rows are produced\n\n select\n *,\n 'from dev' as source\n from dev_not_in_prod\n)\n\nselect *\nfrom final", "doc_blocks": [], "language": "sql", "refs": [{"name": "qualtrics__response", "package": null, "version": null}, {"name": "qualtrics__response", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.star"], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.qualtrics_integration_tests.consistency_qualtrics__daily_breakdown": [{"database": "postgres", "schema": "public_dbt_test__audit", "name": "consistency_qualtrics__daily_breakdown", "resource_type": "test", "package_name": "qualtrics_integration_tests", "path": "consistency/consistency_qualtrics__daily_breakdown.sql", "original_file_path": "tests/consistency/consistency_qualtrics__daily_breakdown.sql", "unique_id": "test.qualtrics_integration_tests.consistency_qualtrics__daily_breakdown", "fqn": ["qualtrics_integration_tests", "consistency", "consistency_qualtrics__daily_breakdown"], "alias": "consistency_qualtrics__daily_breakdown", "checksum": {"name": "sha256", "checksum": "4f7f4d665803c424f68b16fa235fe760b60c503c784540387d05bb6c32eff280"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"tags": "fivetran_validations", "enabled": false}, "created_at": 1764703204.72878, "relation_name": null, "raw_code": "{{ config(\n tags=\"fivetran_validations\",\n enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\nwith prod as (\n select\n {{ dbt_utils.star(from=ref('qualtrics__daily_breakdown')) }}\n from {{ target.schema }}_qualtrics_prod.qualtrics__daily_breakdown\n),\n\ndev as (\n select\n {{ dbt_utils.star(from=ref('qualtrics__daily_breakdown')) }}\n from {{ target.schema }}_qualtrics_dev.qualtrics__daily_breakdown\n \n),\n\nprod_not_in_dev as (\n -- rows from prod not found in dev\n select * from prod\n except distinct\n select * from dev\n),\n\ndev_not_in_prod as (\n -- rows from dev not found in prod\n select * from dev\n except distinct\n select * from prod\n),\n\nfinal as (\n select\n *,\n 'from prod' as source\n from prod_not_in_dev\n\n union all -- union since we only care if rows are produced\n\n select\n *,\n 'from dev' as source\n from dev_not_in_prod\n)\n\nselect *\nfrom final", "doc_blocks": [], "language": "sql", "refs": [{"name": "qualtrics__daily_breakdown", "package": null, "version": null}, {"name": "qualtrics__daily_breakdown", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.star"], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.qualtrics_integration_tests.consistency_qualtrics__distribution": [{"database": "postgres", "schema": "public_dbt_test__audit", "name": "consistency_qualtrics__distribution", "resource_type": "test", "package_name": "qualtrics_integration_tests", "path": "consistency/consistency_qualtrics__distribution.sql", "original_file_path": "tests/consistency/consistency_qualtrics__distribution.sql", "unique_id": "test.qualtrics_integration_tests.consistency_qualtrics__distribution", "fqn": ["qualtrics_integration_tests", "consistency", "consistency_qualtrics__distribution"], "alias": "consistency_qualtrics__distribution", "checksum": {"name": "sha256", "checksum": "56155f2aa5a1ca9b533fe7e7421ecfecb163b68bee0d63b189edb5a401239abd"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"tags": "fivetran_validations", "enabled": false}, "created_at": 1764703204.7363968, "relation_name": null, "raw_code": "{{ config(\n tags=\"fivetran_validations\",\n enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\nwith prod as (\n select\n {{ dbt_utils.star(from=ref('qualtrics__distribution')) }}\n from {{ target.schema }}_qualtrics_prod.qualtrics__distribution\n),\n\ndev as (\n select\n {{ dbt_utils.star(from=ref('qualtrics__distribution')) }}\n from {{ target.schema }}_qualtrics_dev.qualtrics__distribution\n \n),\n\nprod_not_in_dev as (\n -- rows from prod not found in dev\n select * from prod\n except distinct\n select * from dev\n),\n\ndev_not_in_prod as (\n -- rows from dev not found in prod\n select * from dev\n except distinct\n select * from prod\n),\n\nfinal as (\n select\n *,\n 'from prod' as source\n from prod_not_in_dev\n\n union all -- union since we only care if rows are produced\n\n select\n *,\n 'from dev' as source\n from dev_not_in_prod\n)\n\nselect *\nfrom final", "doc_blocks": [], "language": "sql", "refs": [{"name": "qualtrics__distribution", "package": null, "version": null}, {"name": "qualtrics__distribution", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.star"], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.qualtrics_integration_tests.consistency_qualtrics__directory": [{"database": "postgres", "schema": "public_dbt_test__audit", "name": "consistency_qualtrics__directory", "resource_type": "test", "package_name": "qualtrics_integration_tests", "path": "consistency/consistency_qualtrics__directory.sql", "original_file_path": "tests/consistency/consistency_qualtrics__directory.sql", "unique_id": "test.qualtrics_integration_tests.consistency_qualtrics__directory", "fqn": ["qualtrics_integration_tests", "consistency", "consistency_qualtrics__directory"], "alias": "consistency_qualtrics__directory", "checksum": {"name": "sha256", "checksum": "e8430f57aaeaaaa09cc4cb61d918b3a0cf3954d3ea8d1d5d5e62dd05338f37ce"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"tags": "fivetran_validations", "enabled": false}, "created_at": 1764703204.7432475, "relation_name": null, "raw_code": "{{ config(\n tags=\"fivetran_validations\",\n enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\nwith prod as (\n select\n {{ dbt_utils.star(from=ref('qualtrics__directory')) }}\n from {{ target.schema }}_qualtrics_prod.qualtrics__directory\n),\n\ndev as (\n select\n {{ dbt_utils.star(from=ref('qualtrics__directory')) }}\n from {{ target.schema }}_qualtrics_dev.qualtrics__directory\n \n),\n\nprod_not_in_dev as (\n -- rows from prod not found in dev\n select * from prod\n except distinct\n select * from dev\n),\n\ndev_not_in_prod as (\n -- rows from dev not found in prod\n select * from dev\n except distinct\n select * from prod\n),\n\nfinal as (\n select\n *,\n 'from prod' as source\n from prod_not_in_dev\n\n union all -- union since we only care if rows are produced\n\n select\n *,\n 'from dev' as source\n from dev_not_in_prod\n)\n\nselect *\nfrom final", "doc_blocks": [], "language": "sql", "refs": [{"name": "qualtrics__directory", "package": null, "version": null}, {"name": "qualtrics__directory", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.star"], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.qualtrics_integration_tests.row_count_qualtrics__directory": [{"database": "postgres", "schema": "public_dbt_test__audit", "name": "row_count_qualtrics__directory", "resource_type": "test", "package_name": "qualtrics_integration_tests", "path": "integrity/row_count_qualtrics__directory.sql", "original_file_path": "tests/integrity/row_count_qualtrics__directory.sql", "unique_id": "test.qualtrics_integration_tests.row_count_qualtrics__directory", "fqn": ["qualtrics_integration_tests", "integrity", "row_count_qualtrics__directory"], "alias": "row_count_qualtrics__directory", "checksum": {"name": "sha256", "checksum": "413e37cc1bbce3ad581904ccee5ae32ba67cdc4373c5e6753aa95a3a11565b00"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"tags": "fivetran_validations", "enabled": false}, "created_at": 1764703204.7501206, "relation_name": null, "raw_code": "{{ config(\n tags=\"fivetran_validations\",\n enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\nwith source as (\n select \n count(*) as row_count,\n count(distinct id) as directory_ids \n from {{ source('qualtrics', 'directory') }}\n),\n\nmodel as (\n\n select\n count(*) as row_count,\n count(distinct directory_id) as directory_ids \n from {{ ref('qualtrics__directory') }}\n),\n\ncomparison as (\n select\n source.row_count as source_row_count,\n source.directory_ids as source_directory_ids,\n model.row_count as model_row_count,\n model.directory_ids as model_directory_ids\n from source\n cross join model\n)\n\nselect *\nfrom comparison\nwhere \n source_row_count != model_row_count\n or source_directory_ids != model_directory_ids", "doc_blocks": [], "language": "sql", "refs": [{"name": "qualtrics__directory", "package": null, "version": null}], "sources": [["qualtrics", "directory"]], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.qualtrics_integration_tests.row_count_qualtrics__response": [{"database": "postgres", "schema": "public_dbt_test__audit", "name": "row_count_qualtrics__response", "resource_type": "test", "package_name": "qualtrics_integration_tests", "path": "integrity/row_count_qualtrics__response.sql", "original_file_path": "tests/integrity/row_count_qualtrics__response.sql", "unique_id": "test.qualtrics_integration_tests.row_count_qualtrics__response", "fqn": ["qualtrics_integration_tests", "integrity", "row_count_qualtrics__response"], "alias": "row_count_qualtrics__response", "checksum": {"name": "sha256", "checksum": "c7c61684d45079eff6fa96fa1c771cbc813f463a0195b7a310bc9e7ecce49293"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"tags": "fivetran_validations", "enabled": false}, "created_at": 1764703204.755948, "relation_name": null, "raw_code": "{{ config(\n tags=\"fivetran_validations\",\n enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\nwith source as (\n select \n count(*) as row_count,\n count(distinct _fivetran_id) as response_ids \n from {{ source('qualtrics', 'question_response') }}\n),\n\nmodel as (\n\n select\n count(*) as row_count,\n count(distinct question_response_id) as response_ids \n from {{ ref('qualtrics__response') }}\n),\n\ncomparison as (\n select\n source.row_count as source_row_count,\n source.response_ids as source_response_ids,\n model.row_count as model_row_count,\n model.response_ids as model_response_ids\n from source\n cross join model\n)\n\nselect *\nfrom comparison\nwhere \n source_row_count != model_row_count\n or source_response_ids != model_response_ids", "doc_blocks": [], "language": "sql", "refs": [{"name": "qualtrics__response", "package": null, "version": null}], "sources": [["qualtrics", "question_response"]], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.qualtrics_integration_tests.row_count_qualtrics__contact": [{"database": "postgres", "schema": "public_dbt_test__audit", "name": "row_count_qualtrics__contact", "resource_type": "test", "package_name": "qualtrics_integration_tests", "path": "integrity/row_count_qualtrics__contact.sql", "original_file_path": "tests/integrity/row_count_qualtrics__contact.sql", "unique_id": "test.qualtrics_integration_tests.row_count_qualtrics__contact", "fqn": ["qualtrics_integration_tests", "integrity", "row_count_qualtrics__contact"], "alias": "row_count_qualtrics__contact", "checksum": {"name": "sha256", "checksum": "9512230c6ef122eb1a210684bc1875c51314c105433249ab8294daceb8a7ec90"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"tags": "fivetran_validations", "enabled": false}, "created_at": 1764703204.7620423, "relation_name": null, "raw_code": "{{ config(\n tags=\"fivetran_validations\",\n enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\nwith source as (\n select \n count(*) as row_count,\n count(distinct id) as contact_ids \n from {{ source('qualtrics', 'contact') }}\n),\n\nmodel as (\n\n select\n count(*) as row_count,\n count(distinct contact_id) as contact_ids \n from {{ ref('qualtrics__contact') }}\n),\n\ncomparison as (\n select\n source.row_count as source_row_count,\n source.contact_ids as source_contact_ids,\n model.row_count as model_row_count,\n model.contact_ids as model_contact_ids\n from source\n cross join model\n)\n\nselect *\nfrom comparison\nwhere \n source_row_count != model_row_count\n or source_contact_ids != model_contact_ids", "doc_blocks": [], "language": "sql", "refs": [{"name": "qualtrics__contact", "package": null, "version": null}], "sources": [["qualtrics", "contact"]], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.qualtrics_integration_tests.row_count_qualtrics__survey": [{"database": "postgres", "schema": "public_dbt_test__audit", "name": "row_count_qualtrics__survey", "resource_type": "test", "package_name": "qualtrics_integration_tests", "path": "integrity/row_count_qualtrics__survey.sql", "original_file_path": "tests/integrity/row_count_qualtrics__survey.sql", "unique_id": "test.qualtrics_integration_tests.row_count_qualtrics__survey", "fqn": ["qualtrics_integration_tests", "integrity", "row_count_qualtrics__survey"], "alias": "row_count_qualtrics__survey", "checksum": {"name": "sha256", "checksum": "913b38db830b8835805f3084d96617b7ff73e7c942813a5b16a187fdf063b18f"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"tags": "fivetran_validations", "enabled": false}, "created_at": 1764703204.7692783, "relation_name": null, "raw_code": "{{ config(\n tags=\"fivetran_validations\",\n enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\nwith source as (\n select \n count(*) as row_count,\n count(distinct id) as survey_ids \n from {{ source('qualtrics', 'survey') }}\n),\n\nmodel as (\n\n select\n count(*) as row_count,\n count(distinct survey_id) as survey_ids \n from {{ ref('qualtrics__survey') }}\n),\n\ncomparison as (\n select\n source.row_count as source_row_count,\n source.survey_ids as source_survey_ids,\n model.row_count as model_row_count,\n model.survey_ids as model_survey_ids\n from source\n cross join model\n)\n\nselect *\nfrom comparison\nwhere \n source_row_count != model_row_count\n or source_survey_ids != model_survey_ids", "doc_blocks": [], "language": "sql", "refs": [{"name": "qualtrics__survey", "package": null, "version": null}], "sources": [["qualtrics", "survey"]], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.qualtrics_integration_tests.row_count_qualtrics__distribution": [{"database": "postgres", "schema": "public_dbt_test__audit", "name": "row_count_qualtrics__distribution", "resource_type": "test", "package_name": "qualtrics_integration_tests", "path": "integrity/row_count_qualtrics__distribution.sql", "original_file_path": "tests/integrity/row_count_qualtrics__distribution.sql", "unique_id": "test.qualtrics_integration_tests.row_count_qualtrics__distribution", "fqn": ["qualtrics_integration_tests", "integrity", "row_count_qualtrics__distribution"], "alias": "row_count_qualtrics__distribution", "checksum": {"name": "sha256", "checksum": "e6a26685bb55dbdc393f6d5f04224db2c763f075324ee35b979de674d265c9c3"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"tags": "fivetran_validations", "enabled": false}, "created_at": 1764703204.775283, "relation_name": null, "raw_code": "{{ config(\n tags=\"fivetran_validations\",\n enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\nwith source as (\n select \n count(*) as row_count,\n count(distinct id) as distribution_ids \n from {{ source('qualtrics', 'distribution') }}\n),\n\nmodel as (\n\n select\n count(*) as row_count,\n count(distinct distribution_id) as distribution_ids \n from {{ ref('qualtrics__distribution') }}\n),\n\ncomparison as (\n select\n source.row_count as source_row_count,\n source.distribution_ids as source_distribution_ids,\n model.row_count as model_row_count,\n model.distribution_ids as model_distribution_ids\n from source\n cross join model\n)\n\nselect *\nfrom comparison\nwhere \n source_row_count != model_row_count\n or source_distribution_ids != model_distribution_ids", "doc_blocks": [], "language": "sql", "refs": [{"name": "qualtrics__distribution", "package": null, "version": null}], "sources": [["qualtrics", "distribution"]], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}]}, "parent_map": {"seed.qualtrics_integration_tests.question": [], "seed.qualtrics_integration_tests.distribution_contact": [], "seed.qualtrics_integration_tests.directory_mailing_list": [], "seed.qualtrics_integration_tests.block": [], "seed.qualtrics_integration_tests.sub_question": [], "seed.qualtrics_integration_tests.survey": [], "seed.qualtrics_integration_tests.survey_version": [], "seed.qualtrics_integration_tests.distribution": [], "seed.qualtrics_integration_tests.survey_embedded_data": [], "seed.qualtrics_integration_tests.user": [], "seed.qualtrics_integration_tests.directory": [], "seed.qualtrics_integration_tests.directory_contact": [], "seed.qualtrics_integration_tests.core_contact": [], "seed.qualtrics_integration_tests.core_mailing_list": [], "seed.qualtrics_integration_tests.question_response": [], "seed.qualtrics_integration_tests.survey_response": [], "seed.qualtrics_integration_tests.question_option": [], "seed.qualtrics_integration_tests.block_question": [], "seed.qualtrics_integration_tests.contact_mailing_list_membership": [], "model.qualtrics.qualtrics__distribution": ["model.qualtrics.stg_qualtrics__core_mailing_list", "model.qualtrics.stg_qualtrics__directory_mailing_list", "model.qualtrics.stg_qualtrics__distribution", "model.qualtrics.stg_qualtrics__distribution_contact", "model.qualtrics.stg_qualtrics__user"], "model.qualtrics.qualtrics__directory": ["model.qualtrics.stg_qualtrics__directory", "model.qualtrics.stg_qualtrics__directory_contact", "model.qualtrics.stg_qualtrics__directory_mailing_list", "model.qualtrics.stg_qualtrics__distribution", "model.qualtrics.stg_qualtrics__distribution_contact"], "model.qualtrics.qualtrics__daily_breakdown": ["model.qualtrics.qualtrics__contact", "model.qualtrics.qualtrics__response", "model.qualtrics.stg_qualtrics__contact_mailing_list_membership", "model.qualtrics.stg_qualtrics__distribution_contact"], "model.qualtrics.qualtrics__contact": ["model.qualtrics.int_qualtrics__contacts", "model.qualtrics.stg_qualtrics__directory", "model.qualtrics.stg_qualtrics__distribution", "model.qualtrics.stg_qualtrics__distribution_contact", "model.qualtrics.stg_qualtrics__survey_response"], "model.qualtrics.qualtrics__response": ["model.qualtrics.int_qualtrics__contacts", "model.qualtrics.int_qualtrics__question", "model.qualtrics.int_qualtrics__responses", "model.qualtrics.int_qualtrics__survey_embedded_data", "model.qualtrics.stg_qualtrics__question_option", "model.qualtrics.stg_qualtrics__survey"], "model.qualtrics.qualtrics__survey": ["model.qualtrics.int_qualtrics__survey", "model.qualtrics.stg_qualtrics__question", "model.qualtrics.stg_qualtrics__survey_response"], "model.qualtrics.stg_qualtrics__directory_contact": ["model.qualtrics.stg_qualtrics__directory_contact_tmp"], "model.qualtrics.stg_qualtrics__core_contact": ["model.qualtrics.stg_qualtrics__core_contact_tmp"], "model.qualtrics.stg_qualtrics__survey": ["model.qualtrics.stg_qualtrics__survey_tmp"], "model.qualtrics.stg_qualtrics__distribution": ["model.qualtrics.stg_qualtrics__distribution_tmp"], "model.qualtrics.stg_qualtrics__directory_mailing_list": ["model.qualtrics.stg_qualtrics__directory_mailing_list_tmp"], "model.qualtrics.stg_qualtrics__core_mailing_list": ["model.qualtrics.stg_qualtrics__core_mailing_list_tmp"], "model.qualtrics.stg_qualtrics__sub_question": ["model.qualtrics.stg_qualtrics__sub_question_tmp"], "model.qualtrics.stg_qualtrics__question_option": ["model.qualtrics.stg_qualtrics__question_option_tmp"], "model.qualtrics.stg_qualtrics__survey_response": ["model.qualtrics.stg_qualtrics__survey_response_tmp"], "model.qualtrics.stg_qualtrics__user": ["model.qualtrics.stg_qualtrics__user_tmp"], "model.qualtrics.stg_qualtrics__question_response": ["model.qualtrics.stg_qualtrics__question_response_tmp"], "model.qualtrics.stg_qualtrics__question": ["model.qualtrics.stg_qualtrics__question_tmp"], "model.qualtrics.stg_qualtrics__block": ["model.qualtrics.stg_qualtrics__block_tmp"], "model.qualtrics.stg_qualtrics__directory": ["model.qualtrics.stg_qualtrics__directory_tmp"], "model.qualtrics.stg_qualtrics__contact_mailing_list_membership": ["model.qualtrics.stg_qualtrics__contact_mailing_list_membership_tmp"], "model.qualtrics.stg_qualtrics__block_question": ["model.qualtrics.stg_qualtrics__block_question_tmp"], "model.qualtrics.stg_qualtrics__survey_embedded_data": ["model.qualtrics.stg_qualtrics__survey_embedded_data_tmp"], "model.qualtrics.stg_qualtrics__survey_version": ["model.qualtrics.stg_qualtrics__survey_version_tmp"], "model.qualtrics.stg_qualtrics__distribution_contact": ["model.qualtrics.stg_qualtrics__distribution_contact_tmp"], "model.qualtrics.stg_qualtrics__directory_contact_tmp": ["source.qualtrics.qualtrics.directory_contact"], "model.qualtrics.stg_qualtrics__question_response_tmp": ["source.qualtrics.qualtrics.question_response"], "model.qualtrics.stg_qualtrics__question_option_tmp": ["source.qualtrics.qualtrics.question_option"], "model.qualtrics.stg_qualtrics__contact_mailing_list_membership_tmp": ["source.qualtrics.qualtrics.contact_mailing_list_membership"], "model.qualtrics.stg_qualtrics__distribution_contact_tmp": ["source.qualtrics.qualtrics.distribution_contact"], "model.qualtrics.stg_qualtrics__survey_embedded_data_tmp": ["source.qualtrics.qualtrics.survey_embedded_data"], "model.qualtrics.stg_qualtrics__survey_version_tmp": ["source.qualtrics.qualtrics.survey_version"], "model.qualtrics.stg_qualtrics__sub_question_tmp": ["source.qualtrics.qualtrics.sub_question"], "model.qualtrics.stg_qualtrics__directory_mailing_list_tmp": ["source.qualtrics.qualtrics.directory_mailing_list"], "model.qualtrics.stg_qualtrics__directory_tmp": ["source.qualtrics.qualtrics.directory"], "model.qualtrics.stg_qualtrics__block_tmp": ["source.qualtrics.qualtrics.block"], "model.qualtrics.stg_qualtrics__survey_response_tmp": ["source.qualtrics.qualtrics.survey_response"], "model.qualtrics.stg_qualtrics__survey_tmp": ["source.qualtrics.qualtrics.survey"], "model.qualtrics.stg_qualtrics__core_mailing_list_tmp": ["source.qualtrics.qualtrics.core_mailing_list"], "model.qualtrics.stg_qualtrics__core_contact_tmp": ["source.qualtrics.qualtrics.core_contact"], "model.qualtrics.stg_qualtrics__distribution_tmp": ["source.qualtrics.qualtrics.distribution"], "model.qualtrics.stg_qualtrics__block_question_tmp": ["source.qualtrics.qualtrics.block_question"], "model.qualtrics.stg_qualtrics__user_tmp": ["source.qualtrics.qualtrics.user"], "model.qualtrics.stg_qualtrics__question_tmp": ["source.qualtrics.qualtrics.question"], "model.qualtrics.int_qualtrics__contacts": ["model.qualtrics.stg_qualtrics__contact_mailing_list_membership", "model.qualtrics.stg_qualtrics__core_contact", "model.qualtrics.stg_qualtrics__directory_contact"], "model.qualtrics.int_qualtrics__question": ["model.qualtrics.stg_qualtrics__block", "model.qualtrics.stg_qualtrics__block_question", "model.qualtrics.stg_qualtrics__question", "model.qualtrics.stg_qualtrics__sub_question"], "model.qualtrics.int_qualtrics__responses": ["model.qualtrics.stg_qualtrics__question_response", "model.qualtrics.stg_qualtrics__survey_response"], "model.qualtrics.int_qualtrics__survey_embedded_data": ["model.qualtrics.stg_qualtrics__survey_embedded_data"], "model.qualtrics.int_qualtrics__survey": ["model.qualtrics.stg_qualtrics__survey", "model.qualtrics.stg_qualtrics__survey_version", "model.qualtrics.stg_qualtrics__user"], "test.qualtrics.not_null_stg_qualtrics__user_user_id.816e912ff9": ["model.qualtrics.stg_qualtrics__user"], "test.qualtrics.not_null_stg_qualtrics__survey_survey_id.2796651e04": ["model.qualtrics.stg_qualtrics__survey"], "test.qualtrics.not_null_stg_qualtrics__question_response__fivetran_id.6e47cc53d7": ["model.qualtrics.stg_qualtrics__question_response"], "test.qualtrics.not_null_stg_qualtrics__survey_response_response_id.864d3a83e3": ["model.qualtrics.stg_qualtrics__survey_response"], "test.qualtrics.not_null_stg_qualtrics__directory_directory_id.65413cdcf7": ["model.qualtrics.stg_qualtrics__directory"], "test.qualtrics.not_null_stg_qualtrics__distribution_distribution_id.6158e414ed": ["model.qualtrics.stg_qualtrics__distribution"], "test.qualtrics.not_null_stg_qualtrics__contact_mailing_list_membership_contact_lookup_id.32d4d7bbf5": ["model.qualtrics.stg_qualtrics__contact_mailing_list_membership"], "test.qualtrics.not_null_stg_qualtrics__core_mailing_list_mailing_list_id.344fbdd6dc": ["model.qualtrics.stg_qualtrics__core_mailing_list"], "source.qualtrics.qualtrics.user": [], "source.qualtrics.qualtrics.survey": [], "source.qualtrics.qualtrics.question": [], "source.qualtrics.qualtrics.question_response": [], "source.qualtrics.qualtrics.question_option": [], "source.qualtrics.qualtrics.survey_response": [], "source.qualtrics.qualtrics.sub_question": [], "source.qualtrics.qualtrics.survey_version": [], "source.qualtrics.qualtrics.survey_embedded_data": [], "source.qualtrics.qualtrics.block": [], "source.qualtrics.qualtrics.block_question": [], "source.qualtrics.qualtrics.directory": [], "source.qualtrics.qualtrics.directory_contact": [], "source.qualtrics.qualtrics.distribution": [], "source.qualtrics.qualtrics.distribution_contact": [], "source.qualtrics.qualtrics.directory_mailing_list": [], "source.qualtrics.qualtrics.contact_mailing_list_membership": [], "source.qualtrics.qualtrics.core_contact": [], "source.qualtrics.qualtrics.core_mailing_list": []}, "child_map": {"seed.qualtrics_integration_tests.question": [], "seed.qualtrics_integration_tests.distribution_contact": [], "seed.qualtrics_integration_tests.directory_mailing_list": [], "seed.qualtrics_integration_tests.block": [], "seed.qualtrics_integration_tests.sub_question": [], "seed.qualtrics_integration_tests.survey": [], "seed.qualtrics_integration_tests.survey_version": [], "seed.qualtrics_integration_tests.distribution": [], "seed.qualtrics_integration_tests.survey_embedded_data": [], "seed.qualtrics_integration_tests.user": [], "seed.qualtrics_integration_tests.directory": [], "seed.qualtrics_integration_tests.directory_contact": [], "seed.qualtrics_integration_tests.core_contact": [], "seed.qualtrics_integration_tests.core_mailing_list": [], "seed.qualtrics_integration_tests.question_response": [], "seed.qualtrics_integration_tests.survey_response": [], "seed.qualtrics_integration_tests.question_option": [], "seed.qualtrics_integration_tests.block_question": [], "seed.qualtrics_integration_tests.contact_mailing_list_membership": [], "model.qualtrics.qualtrics__distribution": [], "model.qualtrics.qualtrics__directory": [], "model.qualtrics.qualtrics__daily_breakdown": [], "model.qualtrics.qualtrics__contact": ["model.qualtrics.qualtrics__daily_breakdown"], "model.qualtrics.qualtrics__response": ["model.qualtrics.qualtrics__daily_breakdown"], "model.qualtrics.qualtrics__survey": [], "model.qualtrics.stg_qualtrics__directory_contact": ["model.qualtrics.int_qualtrics__contacts", "model.qualtrics.qualtrics__directory"], "model.qualtrics.stg_qualtrics__core_contact": ["model.qualtrics.int_qualtrics__contacts"], "model.qualtrics.stg_qualtrics__survey": ["model.qualtrics.int_qualtrics__survey", "model.qualtrics.qualtrics__response", "test.qualtrics.not_null_stg_qualtrics__survey_survey_id.2796651e04"], "model.qualtrics.stg_qualtrics__distribution": ["model.qualtrics.qualtrics__contact", "model.qualtrics.qualtrics__directory", "model.qualtrics.qualtrics__distribution", "test.qualtrics.not_null_stg_qualtrics__distribution_distribution_id.6158e414ed"], "model.qualtrics.stg_qualtrics__directory_mailing_list": ["model.qualtrics.qualtrics__directory", "model.qualtrics.qualtrics__distribution"], "model.qualtrics.stg_qualtrics__core_mailing_list": ["model.qualtrics.qualtrics__distribution", "test.qualtrics.not_null_stg_qualtrics__core_mailing_list_mailing_list_id.344fbdd6dc"], "model.qualtrics.stg_qualtrics__sub_question": ["model.qualtrics.int_qualtrics__question"], "model.qualtrics.stg_qualtrics__question_option": ["model.qualtrics.qualtrics__response"], "model.qualtrics.stg_qualtrics__survey_response": ["model.qualtrics.int_qualtrics__responses", "model.qualtrics.qualtrics__contact", "model.qualtrics.qualtrics__survey", "test.qualtrics.not_null_stg_qualtrics__survey_response_response_id.864d3a83e3"], "model.qualtrics.stg_qualtrics__user": ["model.qualtrics.int_qualtrics__survey", "model.qualtrics.qualtrics__distribution", "test.qualtrics.not_null_stg_qualtrics__user_user_id.816e912ff9"], "model.qualtrics.stg_qualtrics__question_response": ["model.qualtrics.int_qualtrics__responses", "test.qualtrics.not_null_stg_qualtrics__question_response__fivetran_id.6e47cc53d7"], "model.qualtrics.stg_qualtrics__question": ["model.qualtrics.int_qualtrics__question", "model.qualtrics.qualtrics__survey"], "model.qualtrics.stg_qualtrics__block": ["model.qualtrics.int_qualtrics__question"], "model.qualtrics.stg_qualtrics__directory": ["model.qualtrics.qualtrics__contact", "model.qualtrics.qualtrics__directory", "test.qualtrics.not_null_stg_qualtrics__directory_directory_id.65413cdcf7"], "model.qualtrics.stg_qualtrics__contact_mailing_list_membership": ["model.qualtrics.int_qualtrics__contacts", "model.qualtrics.qualtrics__daily_breakdown", "test.qualtrics.not_null_stg_qualtrics__contact_mailing_list_membership_contact_lookup_id.32d4d7bbf5"], "model.qualtrics.stg_qualtrics__block_question": ["model.qualtrics.int_qualtrics__question"], "model.qualtrics.stg_qualtrics__survey_embedded_data": ["model.qualtrics.int_qualtrics__survey_embedded_data"], "model.qualtrics.stg_qualtrics__survey_version": ["model.qualtrics.int_qualtrics__survey"], "model.qualtrics.stg_qualtrics__distribution_contact": ["model.qualtrics.qualtrics__contact", "model.qualtrics.qualtrics__daily_breakdown", "model.qualtrics.qualtrics__directory", "model.qualtrics.qualtrics__distribution"], "model.qualtrics.stg_qualtrics__directory_contact_tmp": ["model.qualtrics.stg_qualtrics__directory_contact"], "model.qualtrics.stg_qualtrics__question_response_tmp": ["model.qualtrics.stg_qualtrics__question_response"], "model.qualtrics.stg_qualtrics__question_option_tmp": ["model.qualtrics.stg_qualtrics__question_option"], "model.qualtrics.stg_qualtrics__contact_mailing_list_membership_tmp": ["model.qualtrics.stg_qualtrics__contact_mailing_list_membership"], "model.qualtrics.stg_qualtrics__distribution_contact_tmp": ["model.qualtrics.stg_qualtrics__distribution_contact"], "model.qualtrics.stg_qualtrics__survey_embedded_data_tmp": ["model.qualtrics.stg_qualtrics__survey_embedded_data"], "model.qualtrics.stg_qualtrics__survey_version_tmp": ["model.qualtrics.stg_qualtrics__survey_version"], "model.qualtrics.stg_qualtrics__sub_question_tmp": ["model.qualtrics.stg_qualtrics__sub_question"], "model.qualtrics.stg_qualtrics__directory_mailing_list_tmp": ["model.qualtrics.stg_qualtrics__directory_mailing_list"], "model.qualtrics.stg_qualtrics__directory_tmp": ["model.qualtrics.stg_qualtrics__directory"], "model.qualtrics.stg_qualtrics__block_tmp": ["model.qualtrics.stg_qualtrics__block"], "model.qualtrics.stg_qualtrics__survey_response_tmp": ["model.qualtrics.stg_qualtrics__survey_response"], 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"tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.current_count_surveys_complaint"]}, "current_count_surveys_skipped": {"name": "current_count_surveys_skipped", "description": "Count of distributed surveys currently with a status of `skipped` (the contact was skipped due to contact frequency rules or blacklisted contact information).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.current_count_surveys_skipped"]}, "current_count_surveys_blocked": {"name": "current_count_surveys_blocked", "description": "Count of distributed surveys currently with a status of `blocked` (the distribution failed to send, because the contact blocked it or the email was caught by the spam circuit breaker).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.current_count_surveys_blocked"]}, "current_count_surveys_failure": {"name": "current_count_surveys_failure", "description": "Count of distributed surveys currently with a status of `failed` (the distribution failed to be delivered).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.current_count_surveys_failure"]}, "current_count_surveys_unknown": {"name": "current_count_surveys_unknown", "description": "Count of distributed surveys currently with a status of `unknown` (the distribution failed for an unknown reason).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.current_count_surveys_unknown"]}, "current_count_surveys_softbounce": {"name": "current_count_surveys_softbounce", "description": "Count of distributed surveys currently with a status of `softbounce` (the distribution bounced but can be retried).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.current_count_surveys_softbounce"]}, "current_count_surveys_hardbounce": {"name": "current_count_surveys_hardbounce", "description": "Count of distributed surveys currently with a status of `hardbounce` (the distribution bounced and should not be retried).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.current_count_surveys_hardbounce"]}, "current_count_surveys_surveystarted": {"name": "current_count_surveys_surveystarted", "description": "Count of distributed surveys currently with a status of `surveystarted` (the contact started the survey distributed).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.current_count_surveys_surveystarted"]}, "current_count_surveys_surveyfinished": {"name": "current_count_surveys_surveyfinished", "description": "Count of distributed surveys currently with a status of `surveyfinished` (the contact submitted a completed survey response).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.current_count_surveys_surveyfinished"]}, "current_count_surveys_surveyscreenedout": {"name": "current_count_surveys_surveyscreenedout", "description": "Count of distributed surveys currently with a status of `surveyscreenedout` (the contact screened out while taking the survey).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.current_count_surveys_surveyscreenedout"]}, "current_count_surveys_sessionexpired": {"name": "current_count_surveys_sessionexpired", "description": "Count of distributed surveys currently with a status of `sessionexpired` (the contact's survey session has expired).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.current_count_surveys_sessionexpired"]}, "current_count_surveys_surveypartiallyfinished": {"name": "current_count_surveys_surveypartiallyfinished", "description": "Count of distributed surveys currently with a status of `surveypartiallyfinished` (the contact submitted a partially completed survey response).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.current_count_surveys_surveypartiallyfinished"]}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "qualtrics://models/qualtrics.yml", "build_path": null, "unrendered_config": {"tags": ["qualtrics", "fivetran_package"], "schema": "qualtrics_{{ var('directed_schema','dev') }}", "materialized": "table"}, "created_at": 1768514434.971993, "relation_name": "\"postgres\".\"public_qualtrics_dev\".\"qualtrics__distribution\"", "raw_code": "with distribution as (\n\n select *\n from {{ ref('stg_qualtrics__distribution') }}\n),\n\nqualtrics_user as (\n\n select *\n from {{ ref('stg_qualtrics__user') }}\n),\n\ndirectory_mailing_list as (\n\n select *\n from {{ ref('stg_qualtrics__directory_mailing_list') }}\n),\n\n{% if var('qualtrics__using_core_mailing_lists', false) %}\ncore_mailing_list as (\n\n select *\n from {{ ref('stg_qualtrics__core_mailing_list') }}\n),\n{% endif %}\n\ndistribution_contact as (\n\n select \n *,\n -- all relative to sent_at (should response be relative to opened_at?)\n {{ fivetran_utils.timestamp_diff(first_date=\"sent_at\", second_date=\"opened_at\", datepart=\"second\") }} as time_to_open_in_seconds,\n {{ fivetran_utils.timestamp_diff(first_date=\"sent_at\", second_date=\"response_started_at\", datepart=\"second\") }} as time_to_start_in_seconds,\n {{ fivetran_utils.timestamp_diff(first_date=\"sent_at\", second_date=\"response_completed_at\", datepart=\"second\") }} as time_to_complete_in_seconds\n\n\n from {{ ref('stg_qualtrics__distribution_contact') }}\n),\n\npivoted_metrics as (\n\n select \n distribution_id,\n source_relation,\n -- current metrics\n {% for status in ('pending','success','error','opened','complaint','skipped','blocked','failure','unknown','softbounce','hardbounce','surveystarted','surveypartiallyfinished', 'surveyfinished','surveyscreenedout','sessionexpired') %}\n sum(case when lower(status) = '{{ status }}' then 1 else 0 end) as current_count_surveys_{{ status }},\n {% endfor %}\n count(distinct contact_id) as total_count_contacts,\n count(distinct case when sent_at is not null then contact_id else null end) as count_contacts_sent_surveys,\n count(distinct case when opened_at is not null then contact_id else null end) as count_contacts_opened_surveys,\n count(distinct case when response_started_at is not null then contact_id else null end) as count_contacts_started_surveys,\n count(distinct case when response_completed_at is not null then contact_id else null end) as count_contacts_completed_surveys,\n min(sent_at) as first_survey_sent_at,\n max(sent_at) as last_survey_sent_at,\n min(opened_at) as first_survey_opened_at,\n max(opened_at) as last_survey_opened_at,\n min(response_completed_at) as first_response_completed_at,\n max(response_completed_at) as last_response_completed_at,\n avg(time_to_open_in_seconds) as avg_time_to_open_in_seconds,\n avg(time_to_start_in_seconds) as avg_time_to_start_in_seconds,\n avg(time_to_complete_in_seconds) as avg_time_to_complete_in_seconds\n\n from distribution_contact\n group by 1,2\n),\n\ncalc_medians as (\n \n select \n distribution_id,\n source_relation,\n median_time_to_open_in_seconds,\n median_time_to_start_in_seconds,\n median_time_to_complete_in_seconds\n from (\n select \n distribution_id, \n source_relation,\n {{ fivetran_utils.percentile(percentile_field='time_to_open_in_seconds', partition_field='distribution_id,source_relation', percent='0.5') }} as median_time_to_open_in_seconds,\n {{ fivetran_utils.percentile(percentile_field='time_to_start_in_seconds', partition_field='distribution_id,source_relation', percent='0.5') }} as median_time_to_start_in_seconds,\n {{ fivetran_utils.percentile(percentile_field='time_to_complete_in_seconds', partition_field='distribution_id,source_relation', percent='0.5') }} as median_time_to_complete_in_seconds\n\n from distribution_contact\n {% if target.type == 'postgres' %} group by 1,2 {% endif %} -- percentile macro uses an aggregate function on postgres and window functions on other DBs\n ) as rollup_medians\n {% if target.type != 'postgres' %} group by 1,2,3,4,5 {% endif %} -- roll up if using window function\n),\n\nfinal as (\n\n select \n distribution.*,\n parent_distribution.header_subject as parent_distribution_header_subject,\n {% if var('qualtrics__using_core_mailing_lists', false) -%} coalesce(directory_mailing_list.name, core_mailing_list.name) {%- else %} directory_mailing_list.name {%- endif %} as recipient_mailing_list_name,\n qualtrics_user.email as owner_email,\n qualtrics_user.first_name as owner_first_name,\n qualtrics_user.last_name as owner_last_name,\n {% for status in ('pending','success','error','opened','complaint','skipped','blocked','failure','unknown','softbounce','hardbounce','surveystarted','surveypartiallyfinished','surveyfinished','surveyscreenedout','sessionexpired') %}\n coalesce(pivoted_metrics.current_count_surveys_{{ status }}, 0) as current_count_surveys_{{ status }},\n {% endfor %}\n coalesce(pivoted_metrics.total_count_contacts, 0) as total_count_contacts,\n coalesce(pivoted_metrics.count_contacts_sent_surveys, 0) as count_contacts_sent_surveys,\n coalesce(pivoted_metrics.count_contacts_opened_surveys, 0) as count_contacts_opened_surveys,\n coalesce(pivoted_metrics.count_contacts_started_surveys, 0) as count_contacts_started_surveys,\n coalesce(pivoted_metrics.count_contacts_completed_surveys, 0) as count_contacts_completed_surveys,\n pivoted_metrics.first_survey_sent_at,\n pivoted_metrics.last_survey_sent_at,\n pivoted_metrics.first_survey_opened_at,\n pivoted_metrics.last_survey_opened_at,\n pivoted_metrics.first_response_completed_at,\n pivoted_metrics.last_response_completed_at,\n pivoted_metrics.avg_time_to_open_in_seconds,\n pivoted_metrics.avg_time_to_start_in_seconds,\n pivoted_metrics.avg_time_to_complete_in_seconds,\n calc_medians.median_time_to_open_in_seconds,\n calc_medians.median_time_to_start_in_seconds,\n calc_medians.median_time_to_complete_in_seconds\n\n from distribution\n left join qualtrics_user \n on distribution.owner_user_id = qualtrics_user.user_id \n and distribution.source_relation = qualtrics_user.source_relation\n left join distribution as parent_distribution\n on distribution.parent_distribution_id = parent_distribution.distribution_id\n and distribution.source_relation = parent_distribution.source_relation\n left join pivoted_metrics \n on distribution.distribution_id = pivoted_metrics.distribution_id \n and distribution.source_relation = pivoted_metrics.source_relation\n left join calc_medians \n on distribution.distribution_id = calc_medians.distribution_id \n and distribution.source_relation = calc_medians.source_relation\n left join directory_mailing_list\n on distribution.recipient_mailing_list_id = directory_mailing_list.mailing_list_id\n and distribution.source_relation = directory_mailing_list.source_relation\n {% if var('qualtrics__using_core_mailing_lists', false) %}\n left join core_mailing_list\n on distribution.recipient_mailing_list_id = core_mailing_list.mailing_list_id\n and distribution.source_relation = core_mailing_list.source_relation\n {% endif %}\n)\n\nselect *\nfrom final", "doc_blocks": [], "language": "sql", "refs": [{"name": "stg_qualtrics__distribution", "package": null, "version": null}, {"name": "stg_qualtrics__user", "package": null, "version": null}, {"name": "stg_qualtrics__directory_mailing_list", "package": null, "version": null}, {"name": "stg_qualtrics__core_mailing_list", "package": null, "version": null}, {"name": "stg_qualtrics__distribution_contact", "package": null, "version": null}], "sources": [], "metrics": [], "functions": [], "depends_on": {"macros": ["macro.fivetran_utils.timestamp_diff", "macro.fivetran_utils.percentile"], "nodes": ["model.qualtrics.stg_qualtrics__distribution", "model.qualtrics.stg_qualtrics__user", "model.qualtrics.stg_qualtrics__directory_mailing_list", "model.qualtrics.stg_qualtrics__core_mailing_list", "model.qualtrics.stg_qualtrics__distribution_contact"]}, "compiled_path": "target/compiled/qualtrics/models/qualtrics__distribution.sql", "compiled": true, "compiled_code": "with distribution as (\n\n select *\n from \"postgres\".\"public_qualtrics_dev\".\"stg_qualtrics__distribution\"\n),\n\nqualtrics_user as (\n\n select *\n from \"postgres\".\"public_qualtrics_dev\".\"stg_qualtrics__user\"\n),\n\ndirectory_mailing_list as (\n\n select *\n from \"postgres\".\"public_qualtrics_dev\".\"stg_qualtrics__directory_mailing_list\"\n),\n\n\ncore_mailing_list as (\n\n select *\n from \"postgres\".\"public_qualtrics_dev\".\"stg_qualtrics__core_mailing_list\"\n),\n\n\ndistribution_contact as (\n\n select \n *,\n -- all relative to sent_at (should response be relative to opened_at?)\n \n \n\n \n (\n (\n (\n ((opened_at)::date - (sent_at)::date)\n * 24 + date_part('hour', (opened_at)::timestamp) - date_part('hour', (sent_at)::timestamp))\n * 60 + date_part('minute', (opened_at)::timestamp) - date_part('minute', (sent_at)::timestamp))\n * 60 + floor(date_part('second', (opened_at)::timestamp)) - floor(date_part('second', (sent_at)::timestamp)))\n \n\n\n as time_to_open_in_seconds,\n \n \n\n \n (\n (\n (\n ((response_started_at)::date - (sent_at)::date)\n * 24 + date_part('hour', (response_started_at)::timestamp) - date_part('hour', (sent_at)::timestamp))\n * 60 + date_part('minute', (response_started_at)::timestamp) - date_part('minute', (sent_at)::timestamp))\n * 60 + floor(date_part('second', (response_started_at)::timestamp)) - floor(date_part('second', (sent_at)::timestamp)))\n \n\n\n as time_to_start_in_seconds,\n \n \n\n \n (\n (\n (\n ((response_completed_at)::date - (sent_at)::date)\n * 24 + date_part('hour', (response_completed_at)::timestamp) - date_part('hour', (sent_at)::timestamp))\n * 60 + date_part('minute', (response_completed_at)::timestamp) - date_part('minute', (sent_at)::timestamp))\n * 60 + floor(date_part('second', (response_completed_at)::timestamp)) - floor(date_part('second', (sent_at)::timestamp)))\n \n\n\n as time_to_complete_in_seconds\n\n\n from \"postgres\".\"public_qualtrics_dev\".\"stg_qualtrics__distribution_contact\"\n),\n\npivoted_metrics as (\n\n select \n distribution_id,\n source_relation,\n -- current metrics\n \n sum(case when lower(status) = 'pending' then 1 else 0 end) as current_count_surveys_pending,\n \n sum(case when lower(status) = 'success' then 1 else 0 end) as current_count_surveys_success,\n \n sum(case when lower(status) = 'error' then 1 else 0 end) as current_count_surveys_error,\n \n sum(case when lower(status) = 'opened' then 1 else 0 end) as current_count_surveys_opened,\n \n sum(case when lower(status) = 'complaint' then 1 else 0 end) as current_count_surveys_complaint,\n \n sum(case when lower(status) = 'skipped' then 1 else 0 end) as current_count_surveys_skipped,\n \n sum(case when lower(status) = 'blocked' then 1 else 0 end) as current_count_surveys_blocked,\n \n sum(case when lower(status) = 'failure' then 1 else 0 end) as current_count_surveys_failure,\n \n sum(case when lower(status) = 'unknown' then 1 else 0 end) as current_count_surveys_unknown,\n \n sum(case when lower(status) = 'softbounce' then 1 else 0 end) as current_count_surveys_softbounce,\n \n sum(case when lower(status) = 'hardbounce' then 1 else 0 end) as current_count_surveys_hardbounce,\n \n sum(case when lower(status) = 'surveystarted' then 1 else 0 end) as current_count_surveys_surveystarted,\n \n sum(case when lower(status) = 'surveypartiallyfinished' then 1 else 0 end) as current_count_surveys_surveypartiallyfinished,\n \n sum(case when lower(status) = 'surveyfinished' then 1 else 0 end) as current_count_surveys_surveyfinished,\n \n sum(case when lower(status) = 'surveyscreenedout' then 1 else 0 end) as current_count_surveys_surveyscreenedout,\n \n sum(case when lower(status) = 'sessionexpired' then 1 else 0 end) as current_count_surveys_sessionexpired,\n \n count(distinct contact_id) as total_count_contacts,\n count(distinct case when sent_at is not null then contact_id else null end) as count_contacts_sent_surveys,\n count(distinct case when opened_at is not null then contact_id else null end) as count_contacts_opened_surveys,\n count(distinct case when response_started_at is not null then contact_id else null end) as count_contacts_started_surveys,\n count(distinct case when response_completed_at is not null then contact_id else null end) as count_contacts_completed_surveys,\n min(sent_at) as first_survey_sent_at,\n max(sent_at) as last_survey_sent_at,\n min(opened_at) as first_survey_opened_at,\n max(opened_at) as last_survey_opened_at,\n min(response_completed_at) as first_response_completed_at,\n max(response_completed_at) as last_response_completed_at,\n avg(time_to_open_in_seconds) as avg_time_to_open_in_seconds,\n avg(time_to_start_in_seconds) as avg_time_to_start_in_seconds,\n avg(time_to_complete_in_seconds) as avg_time_to_complete_in_seconds\n\n from distribution_contact\n group by 1,2\n),\n\ncalc_medians as (\n \n select \n distribution_id,\n source_relation,\n median_time_to_open_in_seconds,\n median_time_to_start_in_seconds,\n median_time_to_complete_in_seconds\n from (\n select \n distribution_id, \n source_relation,\n \n\n percentile_cont( \n 0.5 )\n within group ( order by time_to_open_in_seconds )\n /* have to group by partition field */\n\n as median_time_to_open_in_seconds,\n \n\n percentile_cont( \n 0.5 )\n within group ( order by time_to_start_in_seconds )\n /* have to group by partition field */\n\n as median_time_to_start_in_seconds,\n \n\n percentile_cont( \n 0.5 )\n within group ( order by time_to_complete_in_seconds )\n /* have to group by partition field */\n\n as median_time_to_complete_in_seconds\n\n from distribution_contact\n group by 1,2 -- percentile macro uses an aggregate function on postgres and window functions on other DBs\n ) as rollup_medians\n -- roll up if using window function\n),\n\nfinal as (\n\n select \n distribution.*,\n parent_distribution.header_subject as parent_distribution_header_subject,\n coalesce(directory_mailing_list.name, core_mailing_list.name) as recipient_mailing_list_name,\n qualtrics_user.email as owner_email,\n qualtrics_user.first_name as owner_first_name,\n qualtrics_user.last_name as owner_last_name,\n \n coalesce(pivoted_metrics.current_count_surveys_pending, 0) as current_count_surveys_pending,\n \n coalesce(pivoted_metrics.current_count_surveys_success, 0) as current_count_surveys_success,\n \n coalesce(pivoted_metrics.current_count_surveys_error, 0) as current_count_surveys_error,\n \n coalesce(pivoted_metrics.current_count_surveys_opened, 0) as current_count_surveys_opened,\n \n coalesce(pivoted_metrics.current_count_surveys_complaint, 0) as current_count_surveys_complaint,\n \n coalesce(pivoted_metrics.current_count_surveys_skipped, 0) as current_count_surveys_skipped,\n \n coalesce(pivoted_metrics.current_count_surveys_blocked, 0) as current_count_surveys_blocked,\n \n coalesce(pivoted_metrics.current_count_surveys_failure, 0) as current_count_surveys_failure,\n \n coalesce(pivoted_metrics.current_count_surveys_unknown, 0) as current_count_surveys_unknown,\n \n coalesce(pivoted_metrics.current_count_surveys_softbounce, 0) as current_count_surveys_softbounce,\n \n coalesce(pivoted_metrics.current_count_surveys_hardbounce, 0) as current_count_surveys_hardbounce,\n \n coalesce(pivoted_metrics.current_count_surveys_surveystarted, 0) as current_count_surveys_surveystarted,\n \n coalesce(pivoted_metrics.current_count_surveys_surveypartiallyfinished, 0) as current_count_surveys_surveypartiallyfinished,\n \n coalesce(pivoted_metrics.current_count_surveys_surveyfinished, 0) as current_count_surveys_surveyfinished,\n \n coalesce(pivoted_metrics.current_count_surveys_surveyscreenedout, 0) as current_count_surveys_surveyscreenedout,\n \n coalesce(pivoted_metrics.current_count_surveys_sessionexpired, 0) as current_count_surveys_sessionexpired,\n \n coalesce(pivoted_metrics.total_count_contacts, 0) as total_count_contacts,\n coalesce(pivoted_metrics.count_contacts_sent_surveys, 0) as count_contacts_sent_surveys,\n coalesce(pivoted_metrics.count_contacts_opened_surveys, 0) as count_contacts_opened_surveys,\n coalesce(pivoted_metrics.count_contacts_started_surveys, 0) as count_contacts_started_surveys,\n coalesce(pivoted_metrics.count_contacts_completed_surveys, 0) as count_contacts_completed_surveys,\n pivoted_metrics.first_survey_sent_at,\n pivoted_metrics.last_survey_sent_at,\n pivoted_metrics.first_survey_opened_at,\n pivoted_metrics.last_survey_opened_at,\n pivoted_metrics.first_response_completed_at,\n pivoted_metrics.last_response_completed_at,\n pivoted_metrics.avg_time_to_open_in_seconds,\n pivoted_metrics.avg_time_to_start_in_seconds,\n pivoted_metrics.avg_time_to_complete_in_seconds,\n calc_medians.median_time_to_open_in_seconds,\n calc_medians.median_time_to_start_in_seconds,\n calc_medians.median_time_to_complete_in_seconds\n\n from distribution\n left join qualtrics_user \n on distribution.owner_user_id = qualtrics_user.user_id \n and distribution.source_relation = qualtrics_user.source_relation\n left join distribution as parent_distribution\n on distribution.parent_distribution_id = parent_distribution.distribution_id\n and distribution.source_relation = parent_distribution.source_relation\n left join pivoted_metrics \n on distribution.distribution_id = pivoted_metrics.distribution_id \n and distribution.source_relation = pivoted_metrics.source_relation\n left join calc_medians \n on distribution.distribution_id = calc_medians.distribution_id \n and distribution.source_relation = calc_medians.source_relation\n left join directory_mailing_list\n on distribution.recipient_mailing_list_id = directory_mailing_list.mailing_list_id\n and distribution.source_relation = directory_mailing_list.source_relation\n \n left join core_mailing_list\n on distribution.recipient_mailing_list_id = core_mailing_list.mailing_list_id\n and distribution.source_relation = core_mailing_list.source_relation\n \n)\n\nselect *\nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null, "primary_key": [], "time_spine": null}, "model.qualtrics.qualtrics__directory": {"database": "postgres", "schema": "public_qualtrics_dev", "name": "qualtrics__directory", "resource_type": "model", "package_name": "qualtrics", "path": "qualtrics__directory.sql", "original_file_path": "models/qualtrics__directory.sql", "unique_id": "model.qualtrics.qualtrics__directory", "fqn": ["qualtrics", "qualtrics__directory"], "alias": "qualtrics__directory", "checksum": {"name": "sha256", "checksum": "f26d7359ac657b896b7a1b80ffa442d83bd504dee42473dff837084795eaba40"}, "config": {"enabled": true, "alias": null, "schema": "qualtrics_dev", "database": null, "tags": ["qualtrics", "fivetran_package"], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "batch_size": null, "lookback": 1, "begin": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "event_time": null, "concurrent_batches": null, "access": "protected", "freshness": null}, "tags": ["qualtrics", "fivetran_package"], "description": "A directory is an address book for the entire brand and contains all of the contacts that have been added by your users. This model provides a detailed view of each directory, enhanced with metrics regarding contacts, survey distribution, and engagement. \n", "columns": {"is_deleted": {"name": "is_deleted", "description": "Boolean representing whether the record was soft-deleted in Qualtrics.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics._fivetran_deleted"]}, "_fivetran_synced": {"name": "_fivetran_synced", "description": "The time when a record was last updated by Fivetran.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics._fivetran_synced"]}, "is_deduped_on_email": {"name": "is_deduped_on_email", "description": "Boolean representing if directory contacts are deduped based on email.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.deduplication_criteria_email"]}, "is_deduped_on_ext_ref": {"name": "is_deduped_on_ext_ref", "description": "Boolean representing if directory contacts are deduped based on an external data reference.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.deduplication_criteria_external_data_reference"]}, "is_deduped_on_first_name": {"name": "is_deduped_on_first_name", "description": "Boolean representing if directory contacts are deduped based on first name.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.deduplication_criteria_first_name"]}, "is_deduped_on_last_name": {"name": "is_deduped_on_last_name", "description": "Boolean representing if directory contacts are deduped based on last name.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.deduplication_criteria_last_name"]}, "is_deduped_on_phone": {"name": "is_deduped_on_phone", "description": "Boolean representing if directory contacts are deduped based on phone number.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.deduplication_criteria_phone"]}, "directory_id": {"name": "directory_id", "description": "The directory ID, also known as a pool ID. Example - POOL_012345678901234", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.directory_id"]}, "is_default": {"name": "is_default", "description": "Boolean representing if this directory is the default one for your brand. \n\nThe default directory will be the first directory listed in the dropdown menu in Qualtrics.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.is_default"]}, "name": {"name": "name", "description": "Name of the directory.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.directory_name"]}, "count_distinct_emails": {"name": "count_distinct_emails", "description": "Count of distinct email addresses in the directory.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.count_distinct_emails"]}, "count_distinct_phones": {"name": "count_distinct_phones", "description": "Count of distinct phone numbers (stripped of any non-numeric characters) in the directory.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.count_distinct_phones"]}, "total_count_contacts": {"name": "total_count_contacts", "description": "Total number of contacts.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.total_count_contacts"]}, "total_count_unsubscribed_contacts": {"name": "total_count_unsubscribed_contacts", "description": "Total number of contacts who have unsubscribed from the directory.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.total_count_unsubscribed_contacts"]}, "count_contacts_created_30d": {"name": "count_contacts_created_30d", "description": "Number of contacts created in the last 30 days (inclusive) in this directory.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.count_contacts_created_30d"]}, "count_contacts_unsubscribed_30d": {"name": "count_contacts_unsubscribed_30d", "description": "Number of contacts who have opted out of receiving communications through this directory in the last 30 days (inclusive).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.count_contacts_unsubscribed_30d"]}, "count_contacts_sent_survey_30d": {"name": "count_contacts_sent_survey_30d", "description": "Number of contacts in this directory who have been sent a survey in the past 30 days (inclusive).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.count_contacts_sent_survey_30d"]}, "count_contacts_opened_survey_30d": {"name": "count_contacts_opened_survey_30d", "description": "Number of contacts in this directory who have been sent a survey in the past 30 days (inclusive) and opened it.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.count_contacts_opened_survey_30d"]}, "count_contacts_started_survey_30d": {"name": "count_contacts_started_survey_30d", "description": "Number of contacts in this directory who have been sent a survey in the past 30 days (inclusive)and started it.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.count_contacts_started_survey_30d"]}, "count_contacts_completed_survey_30d": {"name": "count_contacts_completed_survey_30d", "description": "Number of contacts in this directory who have been sent a survey in the past 30 days (inclusive) and completed it.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.count_contacts_completed_survey_30d"]}, "count_surveys_sent_30d": {"name": "count_surveys_sent_30d", "description": "Number of _distinct_ surveys sent to contacts in the past 30 days (inclusive).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.count_surveys_sent_30d"]}, "count_mailing_lists": {"name": "count_mailing_lists", "description": "Number of mailing lists the exist within the directory.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.count_mailing_lists"]}, "source_relation": {"name": "source_relation", "description": "The schema or database this record came from if you are making use of the qualtrics_union_schemas or qualtrics_union_databases variables, respectively. Empty string if you are not using either of these variables to union together multiple Qualtrics connectors.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.source_relation"]}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "qualtrics://models/qualtrics.yml", "build_path": null, "unrendered_config": {"tags": ["qualtrics", "fivetran_package"], "schema": "qualtrics_{{ var('directed_schema','dev') }}", "materialized": "table"}, "created_at": 1768514434.9516175, "relation_name": "\"postgres\".\"public_qualtrics_dev\".\"qualtrics__directory\"", "raw_code": "with directory as (\n\n select *\n from {{ ref('stg_qualtrics__directory') }}\n),\n\ndirectory_contact as (\n \n select *\n from {{ ref('stg_qualtrics__directory_contact') }}\n),\n\ndirectory_mailing_list as (\n\n select *\n from {{ ref('stg_qualtrics__directory_mailing_list') }}\n),\n\ndistribution_contact as (\n\n select *\n from {{ ref('stg_qualtrics__distribution_contact') }}\n),\n\ndistribution as (\n\n select *\n from {{ ref('stg_qualtrics__distribution') }}\n),\n\nagg_mailing_lists as (\n \n select \n directory_id,\n source_relation,\n count(distinct mailing_list_id) as count_mailing_lists\n \n from directory_mailing_list\n where not coalesce(is_deleted, false)\n group by 1,2\n),\n\nagg_contacts as (\n\n select \n directory_id,\n source_relation,\n count(distinct email) as count_distinct_emails,\n count(distinct phone) as count_distinct_phones,\n count(distinct contact_id) as total_count_contacts,\n count(distinct case when is_unsubscribed_from_directory then contact_id else null end) as total_count_unsubscribed_contacts,\n count(distinct case when {{ fivetran_utils.timestamp_diff(first_date=\"created_at\", second_date=dbt.current_timestamp(), datepart=\"day\") }} <= 30 then contact_id else null end) as count_contacts_created_30d,\n count(distinct case when is_unsubscribed_from_directory and {{ fivetran_utils.timestamp_diff(first_date=\"unsubscribed_from_directory_at\", second_date=dbt.current_timestamp(), datepart=\"day\") }} <= 30 then contact_id else null end) as count_contacts_unsubscribed_30d\n\n from directory_contact\n group by 1,2\n),\n\nagg_distributions as (\n-- of contacts sent surveys in the past 30 days, did they open or respond to the surveys?\n select \n directory_contact.directory_id,\n directory_contact.source_relation, \n count(distinct distribution_contact.contact_id) as count_contacts_sent_survey_30d, \n count(distinct case when distribution_contact.opened_at is not null then distribution_contact.contact_id end) as count_contacts_opened_survey_30d,\n count(distinct case when distribution_contact.response_started_at is not null then distribution_contact.contact_id end) as count_contacts_started_survey_30d,\n count(distinct case when distribution_contact.response_completed_at is not null then distribution_contact.contact_id end) as count_contacts_completed_survey_30d,\n count(distinct distribution.survey_id) as count_surveys_sent_30d\n \n from distribution_contact\n inner join directory_contact \n on distribution_contact.contact_id = directory_contact.contact_id\n and distribution_contact.source_relation = directory_contact.source_relation\n left join distribution \n on distribution_contact.distribution_id = distribution.distribution_id \n and distribution_contact.source_relation = distribution.source_relation\n where sent_at is not null \n and {{ fivetran_utils.timestamp_diff(first_date=\"distribution_contact.sent_at\", second_date=dbt.current_timestamp(), datepart=\"day\") }} <= 30\n \n group by 1,2\n),\n\nfinal as (\n\n select \n directory.*,\n coalesce(agg_contacts.count_distinct_emails, 0) as count_distinct_emails,\n coalesce(agg_contacts.count_distinct_phones, 0) as count_distinct_phones,\n coalesce(agg_contacts.total_count_contacts, 0) as total_count_contacts,\n coalesce(agg_contacts.total_count_unsubscribed_contacts, 0) as total_count_unsubscribed_contacts,\n coalesce(agg_contacts.count_contacts_created_30d, 0) as count_contacts_created_30d,\n coalesce(agg_contacts.count_contacts_unsubscribed_30d, 0) as count_contacts_unsubscribed_30d,\n coalesce(agg_distributions.count_contacts_sent_survey_30d, 0) as count_contacts_sent_survey_30d,\n coalesce(agg_distributions.count_contacts_opened_survey_30d, 0) as count_contacts_opened_survey_30d,\n coalesce(agg_distributions.count_contacts_started_survey_30d, 0) as count_contacts_started_survey_30d,\n coalesce(agg_distributions.count_contacts_completed_survey_30d, 0) as count_contacts_completed_survey_30d,\n coalesce(agg_distributions.count_surveys_sent_30d, 0) as count_surveys_sent_30d,\n coalesce(agg_mailing_lists.count_mailing_lists, 0) as count_mailing_lists\n\n from directory \n left join agg_contacts\n on directory.directory_id = agg_contacts.directory_id\n and directory.source_relation = agg_contacts.source_relation\n left join agg_distributions\n on directory.directory_id = agg_distributions.directory_id\n and directory.source_relation = agg_distributions.source_relation\n left join agg_mailing_lists\n on directory.directory_id = agg_mailing_lists.directory_id\n and directory.source_relation = agg_mailing_lists.source_relation\n)\n\nselect *\nfrom final", "doc_blocks": [], "language": "sql", "refs": [{"name": "stg_qualtrics__directory", "package": null, "version": null}, {"name": "stg_qualtrics__directory_contact", "package": null, "version": null}, {"name": "stg_qualtrics__directory_mailing_list", "package": null, "version": null}, {"name": "stg_qualtrics__distribution_contact", "package": null, "version": null}, {"name": "stg_qualtrics__distribution", "package": null, "version": null}], "sources": [], "metrics": [], "functions": [], "depends_on": {"macros": ["macro.dbt.current_timestamp", "macro.fivetran_utils.timestamp_diff"], "nodes": ["model.qualtrics.stg_qualtrics__directory", "model.qualtrics.stg_qualtrics__directory_contact", "model.qualtrics.stg_qualtrics__directory_mailing_list", "model.qualtrics.stg_qualtrics__distribution_contact", "model.qualtrics.stg_qualtrics__distribution"]}, "compiled_path": "target/compiled/qualtrics/models/qualtrics__directory.sql", "compiled": true, "compiled_code": "with directory as (\n\n select *\n from \"postgres\".\"public_qualtrics_dev\".\"stg_qualtrics__directory\"\n),\n\ndirectory_contact as (\n \n select *\n from \"postgres\".\"public_qualtrics_dev\".\"stg_qualtrics__directory_contact\"\n),\n\ndirectory_mailing_list as (\n\n select *\n from \"postgres\".\"public_qualtrics_dev\".\"stg_qualtrics__directory_mailing_list\"\n),\n\ndistribution_contact as (\n\n select *\n from \"postgres\".\"public_qualtrics_dev\".\"stg_qualtrics__distribution_contact\"\n),\n\ndistribution as (\n\n select *\n from \"postgres\".\"public_qualtrics_dev\".\"stg_qualtrics__distribution\"\n),\n\nagg_mailing_lists as (\n \n select \n directory_id,\n source_relation,\n count(distinct mailing_list_id) as count_mailing_lists\n \n from directory_mailing_list\n where not coalesce(is_deleted, false)\n group by 1,2\n),\n\nagg_contacts as (\n\n select \n directory_id,\n source_relation,\n count(distinct email) as count_distinct_emails,\n count(distinct phone) as count_distinct_phones,\n count(distinct contact_id) as total_count_contacts,\n count(distinct case when is_unsubscribed_from_directory then contact_id else null end) as total_count_unsubscribed_contacts,\n count(distinct case when \n \n\n \n ((now())::date - (created_at)::date)\n \n\n\n <= 30 then contact_id else null end) as count_contacts_created_30d,\n count(distinct case when is_unsubscribed_from_directory and \n \n\n \n ((now())::date - (unsubscribed_from_directory_at)::date)\n \n\n\n <= 30 then contact_id else null end) as count_contacts_unsubscribed_30d\n\n from directory_contact\n group by 1,2\n),\n\nagg_distributions as (\n-- of contacts sent surveys in the past 30 days, did they open or respond to the surveys?\n select \n directory_contact.directory_id,\n directory_contact.source_relation, \n count(distinct distribution_contact.contact_id) as count_contacts_sent_survey_30d, \n count(distinct case when distribution_contact.opened_at is not null then distribution_contact.contact_id end) as count_contacts_opened_survey_30d,\n count(distinct case when distribution_contact.response_started_at is not null then distribution_contact.contact_id end) as count_contacts_started_survey_30d,\n count(distinct case when distribution_contact.response_completed_at is not null then distribution_contact.contact_id end) as count_contacts_completed_survey_30d,\n count(distinct distribution.survey_id) as count_surveys_sent_30d\n \n from distribution_contact\n inner join directory_contact \n on distribution_contact.contact_id = directory_contact.contact_id\n and distribution_contact.source_relation = directory_contact.source_relation\n left join distribution \n on distribution_contact.distribution_id = distribution.distribution_id \n and distribution_contact.source_relation = distribution.source_relation\n where sent_at is not null \n and \n \n\n \n ((now())::date - (distribution_contact.sent_at)::date)\n \n\n\n <= 30\n \n group by 1,2\n),\n\nfinal as (\n\n select \n directory.*,\n coalesce(agg_contacts.count_distinct_emails, 0) as count_distinct_emails,\n coalesce(agg_contacts.count_distinct_phones, 0) as count_distinct_phones,\n coalesce(agg_contacts.total_count_contacts, 0) as total_count_contacts,\n coalesce(agg_contacts.total_count_unsubscribed_contacts, 0) as total_count_unsubscribed_contacts,\n coalesce(agg_contacts.count_contacts_created_30d, 0) as count_contacts_created_30d,\n coalesce(agg_contacts.count_contacts_unsubscribed_30d, 0) as count_contacts_unsubscribed_30d,\n coalesce(agg_distributions.count_contacts_sent_survey_30d, 0) as count_contacts_sent_survey_30d,\n coalesce(agg_distributions.count_contacts_opened_survey_30d, 0) as count_contacts_opened_survey_30d,\n coalesce(agg_distributions.count_contacts_started_survey_30d, 0) as count_contacts_started_survey_30d,\n coalesce(agg_distributions.count_contacts_completed_survey_30d, 0) as count_contacts_completed_survey_30d,\n coalesce(agg_distributions.count_surveys_sent_30d, 0) as count_surveys_sent_30d,\n coalesce(agg_mailing_lists.count_mailing_lists, 0) as count_mailing_lists\n\n from directory \n left join agg_contacts\n on directory.directory_id = agg_contacts.directory_id\n and directory.source_relation = agg_contacts.source_relation\n left join agg_distributions\n on directory.directory_id = agg_distributions.directory_id\n and directory.source_relation = agg_distributions.source_relation\n left join agg_mailing_lists\n on directory.directory_id = agg_mailing_lists.directory_id\n and directory.source_relation = agg_mailing_lists.source_relation\n)\n\nselect *\nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null, "primary_key": [], "time_spine": null}, "model.qualtrics.qualtrics__daily_breakdown": {"database": "postgres", "schema": "public_qualtrics_dev", "name": "qualtrics__daily_breakdown", "resource_type": "model", "package_name": "qualtrics", "path": "qualtrics__daily_breakdown.sql", "original_file_path": "models/qualtrics__daily_breakdown.sql", "unique_id": "model.qualtrics.qualtrics__daily_breakdown", "fqn": ["qualtrics", "qualtrics__daily_breakdown"], "alias": "qualtrics__daily_breakdown", "checksum": {"name": "sha256", "checksum": "1d19ff37e30e4deb4af5eef89cf3550615030816b0bade22dfb1ea12515e2640"}, "config": {"enabled": true, "alias": null, "schema": "qualtrics_dev", "database": null, "tags": ["qualtrics", "fivetran_package"], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "batch_size": null, "lookback": 1, "begin": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "event_time": null, "concurrent_batches": null, "access": "protected", "freshness": null}, "tags": ["qualtrics", "fivetran_package"], "description": "Daily breakdown of activities related to surveys and distribution in your Qualtrics instance.", "columns": {"source_relation": {"name": "source_relation", "description": "The schema or database this record came from if you are making use of the qualtrics_union_schemas or qualtrics_union_databases variables, respectively. Empty string if you are not using either of these variables to union together multiple Qualtrics connectors.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.source_relation"]}, "date_day": {"name": "date_day", "description": "Day of activity in your Qualtrics instance.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.date_day"]}, "count_contacts_created": {"name": "count_contacts_created", "description": "New contacts created on this day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.count_contacts_created"]}, "count_contacts_unsubscribed_from_directory": {"name": "count_contacts_unsubscribed_from_directory", "description": "Count of contacts that unsubscribed from a directory.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.count_contacts_unsubscribed_from_directory"]}, "count_contacts_unsubscribed_from_mailing_list": {"name": "count_contacts_unsubscribed_from_mailing_list", "description": "Count of contacts that unsubscribed from a mailing list.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.count_contacts_unsubscribed_from_mailing_list"]}, "count_contacts_sent_surveys": {"name": "count_contacts_sent_surveys", "description": "Count of unique contacts who have been sent surveys via the distribution.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.count_contacts_sent_surveys"]}, "count_contacts_opened_sent_surveys": {"name": "count_contacts_opened_sent_surveys", "description": "Count of contacts who opened a survey that was sent on this day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.count_contacts_opened_sent_surveys"]}, "count_contacts_started_sent_surveys": {"name": "count_contacts_started_sent_surveys", "description": "Count of contacts who started a survey that was sent on this day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.count_contacts_started_sent_surveys"]}, "count_contacts_completed_sent_surveys": {"name": "count_contacts_completed_sent_surveys", "description": "Count of contacts who completed a survey that was sent on this day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.count_contacts_completed_sent_surveys"]}, "count_distinct_surveys_responded_to": {"name": "count_distinct_surveys_responded_to", "description": "Count of distinct survey templates (ie `survey_id`) that contacts responded to on this day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.count_distinct_surveys_responded_to"]}, "total_count_survey_responses": {"name": "total_count_survey_responses", "description": "Count of distinct survey responses recorded on this day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.total_count_survey_responses"]}, "total_count_completed_survey_responses": {"name": "total_count_completed_survey_responses", "description": "Count of distinct complete survey responses recorded on this day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.total_count_completed_survey_responses"]}, "count_anonymous_survey_responses": {"name": "count_anonymous_survey_responses", "description": "Number of recorded survey responses distributed anonymously.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.count_anonymous_survey_responses"]}, "count_anonymous_completed_survey_responses": {"name": "count_anonymous_completed_survey_responses", "description": "Number of _completed_ recorded survey responses distributed anonymously.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.count_anonymous_completed_survey_responses"]}, "count_social_media_survey_responses": {"name": "count_social_media_survey_responses", "description": "Number of recorded survey responses distributed via [social media](https://www.qualtrics.com/support/survey-platform/distributions-module/social-media-distribution/).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.count_social_media_survey_responses"]}, "count_social_media_completed_survey_responses": {"name": "count_social_media_completed_survey_responses", "description": "Number of _completed_ survey responses distributed via [social media](https://www.qualtrics.com/support/survey-platform/distributions-module/social-media-distribution/).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.count_social_media_completed_survey_responses"]}, "count_personal_link_survey_responses": {"name": "count_personal_link_survey_responses", "description": "Number of recorded survey responses distributed via [personal links](https://www.qualtrics.com/support/survey-platform/distributions-module/email-distribution/personal-links/).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.count_personal_link_survey_responses"]}, "count_personal_link_completed_survey_responses": {"name": "count_personal_link_completed_survey_responses", "description": "Number of _completed_ survey responses distributed via [personal links](https://www.qualtrics.com/support/survey-platform/distributions-module/email-distribution/personal-links/).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.count_personal_link_completed_survey_responses"]}, "count_qr_code_survey_responses": {"name": "count_qr_code_survey_responses", "description": "Number of recorded survey responses distributed via [QR codes](https://www.qualtrics.com/support/survey-platform/distributions-module/web-distribution/qr-code/).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.count_qr_code_survey_responses"]}, "count_qr_code_completed_survey_responses": {"name": "count_qr_code_completed_survey_responses", "description": "Number of _completed_ survey responses distributed via [QR codes](https://www.qualtrics.com/support/survey-platform/distributions-module/web-distribution/qr-code/).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.count_qr_code_completed_survey_responses"]}, "count_email_survey_responses": {"name": "count_email_survey_responses", "description": "Number of recorded survey responses distributed via [email](https://www.qualtrics.com/support/survey-platform/distributions-module/email-distribution/emails-overview/).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.count_email_survey_responses"]}, "count_email_completed_survey_responses": {"name": "count_email_completed_survey_responses", "description": "Number of _completed_ survey responses distributed via [email](https://www.qualtrics.com/support/survey-platform/distributions-module/email-distribution/emails-overview/).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.count_email_completed_survey_responses"]}, "count_sms_survey_responses": {"name": "count_sms_survey_responses", "description": "Number of recorded survey responses distributed via [SMS invite](https://www.qualtrics.com/support/survey-platform/distributions-module/mobile-distributions/sms-surveys/).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.count_sms_survey_responses"]}, "count_sms_completed_survey_responses": {"name": "count_sms_completed_survey_responses", "description": "Number of _completed_ survey responses distributed via [SMS invite](https://www.qualtrics.com/support/survey-platform/distributions-module/mobile-distributions/sms-surveys/).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.count_sms_completed_survey_responses"]}, "count_uncategorized_survey_responses": {"name": "count_uncategorized_survey_responses", "description": "Number of recorded survey responses not distributed via the default channels.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.count_uncategorized_survey_responses"]}, "count_uncategorized_completed_survey_responses": {"name": "count_uncategorized_completed_survey_responses", "description": "Number of _completed_ survey responses not distributed via the default channels.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.count_uncategorized_completed_survey_responses"]}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "qualtrics://models/qualtrics.yml", "build_path": null, "unrendered_config": {"tags": ["qualtrics", "fivetran_package"], "schema": "qualtrics_{{ var('directed_schema','dev') }}", "materialized": "table"}, "created_at": 1768514434.9773695, "relation_name": "\"postgres\".\"public_qualtrics_dev\".\"qualtrics__daily_breakdown\"", "raw_code": "with response as (\n\n select *\n from {{ ref('qualtrics__response') }}\n),\n\ncontact as (\n\n select *\n from {{ ref('qualtrics__contact') }}\n),\n\ncontact_mailing_list_membership as (\n\n select *\n from {{ ref('stg_qualtrics__contact_mailing_list_membership') }}\n),\n\ndistribution_contact as (\n\n select *\n from {{ ref('stg_qualtrics__distribution_contact') }}\n),\n\nspine as (\n\n {% if execute %}\n {% set first_date_query %}\n select coalesce( min( sent_at ), '2016-01-01') as min_date from {{ ref('stg_qualtrics__distribution_contact') }}\n {% endset %}\n {% set first_date = run_query(first_date_query).columns[0][0]|string %}\n \n {% else %} {% set first_date = \"2016-01-01\" %}\n {% endif %}\n\n {{ dbt_utils.date_spine(\n datepart = \"day\", \n start_date = \"cast('\" ~ first_date[0:10] ~ \"' as date)\", \n end_date = dbt.dateadd(\"week\", 1, dbt.date_trunc('day', dbt.current_timestamp())) \n ) \n }} \n),\n\nsource_relations as (\n\n select\n distinct source_relation \n from distribution_contact\n),\n\nspine_cross_join as (\n\n select \n spine.date_day, \n source_relations.source_relation\n from spine \n cross join source_relations\n),\n\nagg_responses as (\n {# From https://qualtrics.com/support/survey-platform/distributions-module/distribution-summary/#ChannelCategorization #}\n {% set distribution_channels = ('anonymous', 'social', 'gl', 'qr', 'email', 'smsinvite') %}\n\n select \n cast({{ dbt.date_trunc('day', 'survey_response_recorded_at') }} as date) as date_day,\n source_relation,\n count(distinct survey_id) as count_distinct_surveys_responded_to,\n count(distinct survey_response_id) as total_count_survey_responses,\n count(distinct case when is_finished_with_survey then survey_response_id end) as total_count_completed_survey_responses,\n\n {% for distribution_channel in distribution_channels %}\n count(distinct \n case \n when distribution_channel = '{{ distribution_channel }}' then survey_response_id\n else null end) as count_{{ distribution_channel }}_survey_responses,\n count(distinct \n case \n when distribution_channel = '{{ distribution_channel }}' and is_finished_with_survey then survey_response_id\n else null end) as count_{{ distribution_channel }}_completed_survey_responses,\n {% endfor %}\n count(distinct case \n when distribution_channel not in {{ distribution_channels }} then survey_response_id\n else null end) as count_uncategorized_survey_responses,\n count(distinct case \n when is_finished_with_survey and distribution_channel not in {{ distribution_channels }} then survey_response_id\n else null end) as count_uncategorized_completed_survey_responses\n from response \n group by 1,2\n),\n\nagg_survey_distribution as (\n-- all metrics here relative to the day that the survey was sent\n select \n cast({{ dbt.date_trunc('day', 'sent_at') }} as date) as date_day,\n source_relation,\n count(distinct contact_id) as count_contacts_sent_surveys,\n count(distinct case when opened_at is not null then contact_id end) as count_contacts_opened_sent_surveys,\n count(distinct case when response_started_at is not null then contact_id end) as count_contacts_started_sent_surveys,\n count(distinct case when response_completed_at is not null then contact_id end) as count_contacts_completed_sent_surveys\n from distribution_contact\n group by 1,2\n),\n\nagg_created_contacts as (\n\n select\n cast({{ dbt.date_trunc('day', 'created_at') }} as date) as date_day,\n source_relation,\n count(distinct contact_id) as count_contacts_created\n from contact \n group by 1,2\n),\n\nagg_directory_unsubscriptions as (\n\n select\n cast({{ dbt.date_trunc('day', 'unsubscribed_from_directory_at') }} as date) as date_day,\n source_relation,\n count(distinct contact_id) as count_contacts_unsubscribed_from_directory\n from contact\n group by 1,2\n),\n\nagg_mailing_list_unsubscriptions as (\n\n select\n cast({{ dbt.date_trunc('day', 'unsubscribed_at') }} as date) as date_day,\n source_relation,\n count(distinct contact_id) as count_contacts_unsubscribed_from_mailing_list\n from contact_mailing_list_membership\n group by 1,2\n),\n\nfinal as (\n\n select \n coalesce(agg_responses.source_relation, agg_survey_distribution.source_relation, agg_created_contacts.source_relation, agg_directory_unsubscriptions.source_relation, agg_mailing_list_unsubscriptions.source_relation, spine_cross_join.source_relation) as source_relation,\n spine_cross_join.date_day,\n coalesce(agg_created_contacts.count_contacts_created, 0) as count_contacts_created,\n coalesce(agg_directory_unsubscriptions.count_contacts_unsubscribed_from_directory, 0) as count_contacts_unsubscribed_from_directory,\n coalesce(agg_mailing_list_unsubscriptions.count_contacts_unsubscribed_from_mailing_list, 0) as count_contacts_unsubscribed_from_mailing_list,\n\n coalesce(agg_survey_distribution.count_contacts_sent_surveys, 0) as count_contacts_sent_surveys,\n coalesce(agg_survey_distribution.count_contacts_opened_sent_surveys, 0) as count_contacts_opened_sent_surveys,\n coalesce(agg_survey_distribution.count_contacts_started_sent_surveys, 0) as count_contacts_started_sent_surveys,\n coalesce(agg_survey_distribution.count_contacts_completed_sent_surveys, 0) as count_contacts_completed_sent_surveys,\n\n coalesce(agg_responses.count_distinct_surveys_responded_to, 0) as count_distinct_surveys_responded_to,\n coalesce(agg_responses.total_count_survey_responses, 0) as total_count_survey_responses,\n coalesce(agg_responses.total_count_completed_survey_responses, 0) as total_count_completed_survey_responses,\n\n -- distribution channels\n coalesce(agg_responses.count_anonymous_survey_responses, 0) as count_anonymous_survey_responses,\n coalesce(agg_responses.count_anonymous_completed_survey_responses, 0) as count_anonymous_completed_survey_responses,\n coalesce(agg_responses.count_social_survey_responses, 0) as count_social_media_survey_responses,\n coalesce(agg_responses.count_social_completed_survey_responses, 0) as count_social_media_completed_survey_responses,\n coalesce(agg_responses.count_gl_survey_responses, 0) as count_personal_link_survey_responses,\n coalesce(agg_responses.count_gl_completed_survey_responses, 0) as count_personal_link_completed_survey_responses,\n coalesce(agg_responses.count_qr_survey_responses, 0) as count_qr_code_survey_responses,\n coalesce(agg_responses.count_qr_completed_survey_responses, 0) as count_qr_code_completed_survey_responses,\n coalesce(agg_responses.count_email_survey_responses, 0) as count_email_survey_responses,\n coalesce(agg_responses.count_email_completed_survey_responses, 0) as count_email_completed_survey_responses,\n coalesce(agg_responses.count_smsinvite_survey_responses, 0) as count_sms_survey_responses,\n coalesce(agg_responses.count_smsinvite_completed_survey_responses, 0) as count_sms_completed_survey_responses,\n coalesce(agg_responses.count_uncategorized_survey_responses, 0) as count_uncategorized_survey_responses,\n coalesce(agg_responses.count_uncategorized_completed_survey_responses, 0) as count_uncategorized_completed_survey_responses\n\n from spine_cross_join\n left join agg_responses\n on spine_cross_join.date_day = agg_responses.date_day\n and spine_cross_join.source_relation = agg_responses.source_relation\n left join agg_survey_distribution\n on spine_cross_join.date_day = agg_survey_distribution.date_day\n and spine_cross_join.source_relation = agg_survey_distribution.source_relation\n left join agg_created_contacts\n on spine_cross_join.date_day = agg_created_contacts.date_day\n and spine_cross_join.source_relation = agg_created_contacts.source_relation\n left join agg_directory_unsubscriptions\n on spine_cross_join.date_day = agg_directory_unsubscriptions.date_day\n and spine_cross_join.source_relation = agg_directory_unsubscriptions.source_relation\n left join agg_mailing_list_unsubscriptions\n on spine_cross_join.date_day = agg_mailing_list_unsubscriptions.date_day\n and spine_cross_join.source_relation = agg_mailing_list_unsubscriptions.source_relation\n \n)\n\nselect * \nfrom final", "doc_blocks": [], "language": "sql", "refs": [{"name": "qualtrics__response", "package": null, "version": null}, {"name": "qualtrics__contact", "package": null, "version": null}, {"name": "stg_qualtrics__contact_mailing_list_membership", "package": null, "version": null}, {"name": "stg_qualtrics__distribution_contact", "package": null, "version": null}], "sources": [], "metrics": [], "functions": [], "depends_on": {"macros": ["macro.dbt.current_timestamp", "macro.dbt.date_trunc", "macro.dbt.dateadd", "macro.dbt_utils.date_spine", "macro.dbt.run_query"], "nodes": ["model.qualtrics.qualtrics__response", "model.qualtrics.qualtrics__contact", "model.qualtrics.stg_qualtrics__contact_mailing_list_membership", "model.qualtrics.stg_qualtrics__distribution_contact"]}, "compiled_path": "target/compiled/qualtrics/models/qualtrics__daily_breakdown.sql", "compiled": true, "compiled_code": "with response as (\n\n select *\n from \"postgres\".\"public_qualtrics_dev\".\"qualtrics__response\"\n),\n\ncontact as (\n\n select *\n from \"postgres\".\"public_qualtrics_dev\".\"qualtrics__contact\"\n),\n\ncontact_mailing_list_membership as (\n\n select *\n from \"postgres\".\"public_qualtrics_dev\".\"stg_qualtrics__contact_mailing_list_membership\"\n),\n\ndistribution_contact as (\n\n select *\n from \"postgres\".\"public_qualtrics_dev\".\"stg_qualtrics__distribution_contact\"\n),\n\nspine as (\n\n \n \n \n \n \n\n \n\n\n\n\n\nwith rawdata as (\n\n \n\n \n\n with p as (\n select 0 as generated_number union all select 1\n ), unioned as (\n\n select\n\n \n p0.generated_number * power(2, 0)\n + \n \n p1.generated_number * power(2, 1)\n + \n \n p2.generated_number * power(2, 2)\n + \n \n p3.generated_number * power(2, 3)\n + \n \n p4.generated_number * power(2, 4)\n + \n \n p5.generated_number * power(2, 5)\n + \n \n p6.generated_number * power(2, 6)\n + \n \n p7.generated_number * power(2, 7)\n + \n \n p8.generated_number * power(2, 8)\n + \n \n p9.generated_number * power(2, 9)\n + \n \n p10.generated_number * power(2, 10)\n \n \n + 1\n as generated_number\n\n from\n\n \n p as p0\n cross join \n \n p as p1\n cross join \n \n p as p2\n cross join \n \n p as p3\n cross join \n \n p as p4\n cross join \n \n p as p5\n cross join \n \n p as p6\n cross join \n \n p as p7\n cross join \n \n p as p8\n cross join \n \n p as p9\n cross join \n \n p as p10\n \n \n\n )\n\n select *\n from unioned\n where generated_number <= 1387\n order by generated_number\n\n\n\n),\n\nall_periods as (\n\n select (\n \n\n cast('2022-04-06' as date) + ((interval '1 day') * (row_number() over (order by generated_number) - 1))\n\n\n ) as date_day\n from rawdata\n\n),\n\nfiltered as (\n\n select *\n from all_periods\n where date_day <= \n\n date_trunc('day', now()) + ((interval '1 week') * (1))\n\n\n\n)\n\nselect * from filtered\n\n \n),\n\nsource_relations as (\n\n select\n distinct source_relation \n from distribution_contact\n),\n\nspine_cross_join as (\n\n select \n spine.date_day, \n source_relations.source_relation\n from spine \n cross join source_relations\n),\n\nagg_responses as (\n \n \n\n select \n cast(date_trunc('day', survey_response_recorded_at) as date) as date_day,\n source_relation,\n count(distinct survey_id) as count_distinct_surveys_responded_to,\n count(distinct survey_response_id) as total_count_survey_responses,\n count(distinct case when is_finished_with_survey then survey_response_id end) as total_count_completed_survey_responses,\n\n \n count(distinct \n case \n when distribution_channel = 'anonymous' then survey_response_id\n else null end) as count_anonymous_survey_responses,\n count(distinct \n case \n when distribution_channel = 'anonymous' and is_finished_with_survey then survey_response_id\n else null end) as count_anonymous_completed_survey_responses,\n \n count(distinct \n case \n when distribution_channel = 'social' then survey_response_id\n else null end) as count_social_survey_responses,\n count(distinct \n case \n when distribution_channel = 'social' and is_finished_with_survey then survey_response_id\n else null end) as count_social_completed_survey_responses,\n \n count(distinct \n case \n when distribution_channel = 'gl' then survey_response_id\n else null end) as count_gl_survey_responses,\n count(distinct \n case \n when distribution_channel = 'gl' and is_finished_with_survey then survey_response_id\n else null end) as count_gl_completed_survey_responses,\n \n count(distinct \n case \n when distribution_channel = 'qr' then survey_response_id\n else null end) as count_qr_survey_responses,\n count(distinct \n case \n when distribution_channel = 'qr' and is_finished_with_survey then survey_response_id\n else null end) as count_qr_completed_survey_responses,\n \n count(distinct \n case \n when distribution_channel = 'email' then survey_response_id\n else null end) as count_email_survey_responses,\n count(distinct \n case \n when distribution_channel = 'email' and is_finished_with_survey then survey_response_id\n else null end) as count_email_completed_survey_responses,\n \n count(distinct \n case \n when distribution_channel = 'smsinvite' then survey_response_id\n else null end) as count_smsinvite_survey_responses,\n count(distinct \n case \n when distribution_channel = 'smsinvite' and is_finished_with_survey then survey_response_id\n else null end) as count_smsinvite_completed_survey_responses,\n \n count(distinct case \n when distribution_channel not in ('anonymous', 'social', 'gl', 'qr', 'email', 'smsinvite') then survey_response_id\n else null end) as count_uncategorized_survey_responses,\n count(distinct case \n when is_finished_with_survey and distribution_channel not in ('anonymous', 'social', 'gl', 'qr', 'email', 'smsinvite') then survey_response_id\n else null end) as count_uncategorized_completed_survey_responses\n from response \n group by 1,2\n),\n\nagg_survey_distribution as (\n-- all metrics here relative to the day that the survey was sent\n select \n cast(date_trunc('day', sent_at) as date) as date_day,\n source_relation,\n count(distinct contact_id) as count_contacts_sent_surveys,\n count(distinct case when opened_at is not null then contact_id end) as count_contacts_opened_sent_surveys,\n count(distinct case when response_started_at is not null then contact_id end) as count_contacts_started_sent_surveys,\n count(distinct case when response_completed_at is not null then contact_id end) as count_contacts_completed_sent_surveys\n from distribution_contact\n group by 1,2\n),\n\nagg_created_contacts as (\n\n select\n cast(date_trunc('day', created_at) as date) as date_day,\n source_relation,\n count(distinct contact_id) as count_contacts_created\n from contact \n group by 1,2\n),\n\nagg_directory_unsubscriptions as (\n\n select\n cast(date_trunc('day', unsubscribed_from_directory_at) as date) as date_day,\n source_relation,\n count(distinct contact_id) as count_contacts_unsubscribed_from_directory\n from contact\n group by 1,2\n),\n\nagg_mailing_list_unsubscriptions as (\n\n select\n cast(date_trunc('day', unsubscribed_at) as date) as date_day,\n source_relation,\n count(distinct contact_id) as count_contacts_unsubscribed_from_mailing_list\n from contact_mailing_list_membership\n group by 1,2\n),\n\nfinal as (\n\n select \n coalesce(agg_responses.source_relation, agg_survey_distribution.source_relation, agg_created_contacts.source_relation, agg_directory_unsubscriptions.source_relation, agg_mailing_list_unsubscriptions.source_relation, spine_cross_join.source_relation) as source_relation,\n spine_cross_join.date_day,\n coalesce(agg_created_contacts.count_contacts_created, 0) as count_contacts_created,\n coalesce(agg_directory_unsubscriptions.count_contacts_unsubscribed_from_directory, 0) as count_contacts_unsubscribed_from_directory,\n coalesce(agg_mailing_list_unsubscriptions.count_contacts_unsubscribed_from_mailing_list, 0) as count_contacts_unsubscribed_from_mailing_list,\n\n coalesce(agg_survey_distribution.count_contacts_sent_surveys, 0) as count_contacts_sent_surveys,\n coalesce(agg_survey_distribution.count_contacts_opened_sent_surveys, 0) as count_contacts_opened_sent_surveys,\n coalesce(agg_survey_distribution.count_contacts_started_sent_surveys, 0) as count_contacts_started_sent_surveys,\n coalesce(agg_survey_distribution.count_contacts_completed_sent_surveys, 0) as count_contacts_completed_sent_surveys,\n\n coalesce(agg_responses.count_distinct_surveys_responded_to, 0) as count_distinct_surveys_responded_to,\n coalesce(agg_responses.total_count_survey_responses, 0) as total_count_survey_responses,\n coalesce(agg_responses.total_count_completed_survey_responses, 0) as total_count_completed_survey_responses,\n\n -- distribution channels\n coalesce(agg_responses.count_anonymous_survey_responses, 0) as count_anonymous_survey_responses,\n coalesce(agg_responses.count_anonymous_completed_survey_responses, 0) as count_anonymous_completed_survey_responses,\n coalesce(agg_responses.count_social_survey_responses, 0) as count_social_media_survey_responses,\n coalesce(agg_responses.count_social_completed_survey_responses, 0) as count_social_media_completed_survey_responses,\n coalesce(agg_responses.count_gl_survey_responses, 0) as count_personal_link_survey_responses,\n coalesce(agg_responses.count_gl_completed_survey_responses, 0) as count_personal_link_completed_survey_responses,\n coalesce(agg_responses.count_qr_survey_responses, 0) as count_qr_code_survey_responses,\n coalesce(agg_responses.count_qr_completed_survey_responses, 0) as count_qr_code_completed_survey_responses,\n coalesce(agg_responses.count_email_survey_responses, 0) as count_email_survey_responses,\n coalesce(agg_responses.count_email_completed_survey_responses, 0) as count_email_completed_survey_responses,\n coalesce(agg_responses.count_smsinvite_survey_responses, 0) as count_sms_survey_responses,\n coalesce(agg_responses.count_smsinvite_completed_survey_responses, 0) as count_sms_completed_survey_responses,\n coalesce(agg_responses.count_uncategorized_survey_responses, 0) as count_uncategorized_survey_responses,\n coalesce(agg_responses.count_uncategorized_completed_survey_responses, 0) as count_uncategorized_completed_survey_responses\n\n from spine_cross_join\n left join agg_responses\n on spine_cross_join.date_day = agg_responses.date_day\n and spine_cross_join.source_relation = agg_responses.source_relation\n left join agg_survey_distribution\n on spine_cross_join.date_day = agg_survey_distribution.date_day\n and spine_cross_join.source_relation = agg_survey_distribution.source_relation\n left join agg_created_contacts\n on spine_cross_join.date_day = agg_created_contacts.date_day\n and spine_cross_join.source_relation = agg_created_contacts.source_relation\n left join agg_directory_unsubscriptions\n on spine_cross_join.date_day = agg_directory_unsubscriptions.date_day\n and spine_cross_join.source_relation = agg_directory_unsubscriptions.source_relation\n left join agg_mailing_list_unsubscriptions\n on spine_cross_join.date_day = agg_mailing_list_unsubscriptions.date_day\n and spine_cross_join.source_relation = agg_mailing_list_unsubscriptions.source_relation\n \n)\n\nselect * \nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null, "primary_key": [], "time_spine": null}, "model.qualtrics.qualtrics__contact": {"database": "postgres", "schema": "public_qualtrics_dev", "name": "qualtrics__contact", "resource_type": "model", "package_name": "qualtrics", "path": "qualtrics__contact.sql", "original_file_path": "models/qualtrics__contact.sql", "unique_id": "model.qualtrics.qualtrics__contact", "fqn": ["qualtrics", "qualtrics__contact"], "alias": "qualtrics__contact", "checksum": {"name": "sha256", "checksum": "7eaf616c6ad54dccbcf325f5914f7f27388b210b37ec7947c0072eafc3b07b6b"}, "config": {"enabled": true, "alias": null, "schema": "qualtrics_dev", "database": null, "tags": ["qualtrics", "fivetran_package"], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "batch_size": null, "lookback": 1, "begin": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "event_time": null, "concurrent_batches": null, "access": "protected", "freshness": null}, "tags": ["qualtrics", "fivetran_package"], "description": "Detailed view of all contacts (from both the XM Directory and Research Core contact endpoints), ehanced with response and mailing list metrics.", "columns": {"contact_id": {"name": "contact_id", "description": "The ID for the contact. Example - CID_012345678901234", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.contact_id"]}, "is_xm_directory_contact": {"name": "is_xm_directory_contact", "description": "Boolean representing whether the contact came from the XM Directory API endpoint (ie stored in the `directory_contact` table).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.is_xm_directory_contact"]}, "is_research_core_contact": {"name": "is_research_core_contact", "description": "Boolean representing whether the contact came from the (to-be-deprecated) Research Core API endpoint (ie stored in the `core_contact` table).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.is_research_core_contact"]}, "directory_id": {"name": "directory_id", "description": "The directory ID, also known as a pool ID. Example - POOL_012345678901234", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.directory_id"]}, "email": {"name": "email", "description": "The user's email address.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.email"]}, "email_domain": {"name": "email_domain", "description": "Domain of the contact's email address.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.email_domain"]}, "first_name": {"name": "first_name", "description": "Contact's first name.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.contact_first_name"]}, "last_name": {"name": "last_name", "description": "Contact's surname.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.contact_last_name"]}, "external_data_reference": {"name": "external_data_reference", "description": "The external reference for the contact.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.ext_ref"]}, "language": {"name": "language", "description": "The user's default language.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.language"]}, "is_unsubscribed_from_directory": {"name": "is_unsubscribed_from_directory", "description": "Boolean indicating whether the contact unsubscribed from all contact from the Directory.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.directory_unsubscribed"]}, "unsubscribed_from_directory_at": {"name": "unsubscribed_from_directory_at", "description": "Date and time the user opted out of the directory.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.directory_unsubscribe_date"]}, "last_modified_at": {"name": "last_modified_at", "description": "The point in time when the record was last modified.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.last_modified_date"]}, "mailing_list_ids": {"name": "mailing_list_ids", "description": "Comma-separated list of mailing list IDs the record is associated with.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.mailing_list_ids"]}, "count_mailing_lists_subscribed_to": {"name": "count_mailing_lists_subscribed_to", "description": "Count of distinct mailing lists the contact is a member of and has not opted out of.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.count_mailing_lists_subscribed_to"]}, "count_mailing_lists_unsubscribed_from": {"name": "count_mailing_lists_unsubscribed_from", "description": "Count of distinct mailing lists that the contact has opted out of receiving emails through.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.count_mailing_lists_unsubscribed_from"]}, "source_relation": {"name": "source_relation", "description": "The schema or database this record came from if you are making use of the qualtrics_union_schemas or qualtrics_union_databases variables, respectively. Empty string if you are not using either of these variables to union together multiple Qualtrics connectors.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.source_relation"]}, "count_surveys_sent_email": {"name": "count_surveys_sent_email", "description": "Distinct surveys sent to the contact via email invite.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.count_surveys_sent_email"]}, "count_surveys_sent_sms": {"name": "count_surveys_sent_sms", "description": "Distinct surveys sent to the contact via SMS invite.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.count_surveys_sent_sms"]}, "count_surveys_opened_email": {"name": "count_surveys_opened_email", "description": "Distinct surveys opened by the contact via email invite.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.count_surveys_opened_email"]}, "count_surveys_opened_sms": {"name": "count_surveys_opened_sms", "description": "Distinct surveys opened by the contact via SMS invite.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.count_surveys_opened_sms"]}, "count_surveys_started_email": {"name": "count_surveys_started_email", "description": "Distinct surveys started by the contact via email invite.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.count_surveys_started_email"]}, "count_surveys_started_sms": {"name": "count_surveys_started_sms", "description": "Distinct surveys started by the contact via SMS invite.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.count_surveys_started_sms"]}, "count_surveys_completed_email": {"name": "count_surveys_completed_email", "description": "Distinct surveys completed by the contact via email invite.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.count_surveys_completed_email"]}, "count_surveys_completed_sms": {"name": "count_surveys_completed_sms", "description": "Distinct surveys completed by the contact via SMS invite.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.count_surveys_completed_sms"]}, "total_count_surveys": {"name": "total_count_surveys", "description": "Total distinct surveys distributed.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.total_count_surveys"]}, "total_count_completed_surveys": {"name": "total_count_completed_surveys", "description": "Total distinct surveys completed.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.total_count_completed_surveys"]}, "avg_survey_progress_pct": {"name": "avg_survey_progress_pct", "description": "On average, how far a respondent has progressed through a survey as a percentage out of 100.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.avg_survey_progress_pct"]}, "avg_survey_duration_in_seconds": {"name": "avg_survey_duration_in_seconds", "description": "On average, how long it took a respondent to finish a survey in seconds.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.avg_response_duration_in_seconds"]}, "median_survey_progress_pct": {"name": "median_survey_progress_pct", "description": "The median of how far a respondent has progressed through a survey as a percentage out of 100.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.median_survey_progress_pct"]}, "median_survey_duration_in_seconds": {"name": "median_survey_duration_in_seconds", "description": "The median of how long it took a respondent to finish a survey in seconds.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.median_response_duration_in_seconds"]}, "last_survey_response_recorded_at": {"name": "last_survey_response_recorded_at", "description": "The most recent point in time when a survey response was recorded.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.last_survey_response_recorded_at"]}, "first_survey_response_recorded_at": {"name": "first_survey_response_recorded_at", "description": "The earliest point in time when a survey response was recorded.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.first_survey_response_recorded_at"]}, "directory_name": {"name": "directory_name", "description": "Name of the directory.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.directory_name"]}, "is_in_default_directory": {"name": "is_in_default_directory", "description": "Boolean representing if this directory is the default one for your brand. \n\nThe default directory will be the first directory listed in the dropdown menu in Qualtrics.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.is_default"]}, "is_directory_deleted": {"name": "is_directory_deleted", "description": "Boolean representing whether the record was soft-deleted in Qualtrics.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics._fivetran_deleted"]}, "created_at": {"name": "created_at", "description": "The creation date and time of the record, expressed as an ISO 8601 value.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.creation_date"]}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "qualtrics://models/qualtrics.yml", "build_path": null, "unrendered_config": {"tags": ["qualtrics", "fivetran_package"], "schema": "qualtrics_{{ var('directed_schema','dev') }}", "materialized": "table"}, "created_at": 1768514434.9440253, "relation_name": "\"postgres\".\"public_qualtrics_dev\".\"qualtrics__contact\"", "raw_code": "with contacts as (\n\n select *\n from {{ ref('int_qualtrics__contacts') }}\n),\n\ndirectory as (\n\n select *\n from {{ ref('stg_qualtrics__directory') }}\n),\n\ndistribution_contact as (\n\n select *\n from {{ ref('stg_qualtrics__distribution_contact') }}\n),\n\ndistribution as (\n-- just to grab survey id \n select *\n from {{ ref('stg_qualtrics__distribution') }}\n),\n\nsurvey_response as (\n\n select *\n from {{ ref('stg_qualtrics__survey_response') }}\n),\n\ndistribution_response as (\n\n select\n distribution_contact.*,\n distribution.survey_id,\n survey_response.distribution_channel,\n survey_response.progress,\n survey_response.duration_in_seconds,\n survey_response.is_finished,\n survey_response.recorded_date\n\n from distribution_contact \n left join distribution\n on distribution_contact.distribution_id = distribution.distribution_id\n and distribution_contact.source_relation = distribution.source_relation\n left join survey_response\n on distribution_contact.response_id = survey_response.response_id\n and distribution.survey_id = survey_response.survey_id\n and distribution_contact.source_relation = survey_response.source_relation\n),\n\nagg_distribution_responses as (\n\n select \n contact_id,\n source_relation,\n count(distinct case when sent_at is not null and distribution_channel = 'email' then survey_id end) as count_surveys_sent_email,\n count(distinct case when sent_at is not null and distribution_channel = 'smsinvite' then survey_id end) as count_surveys_sent_sms,\n count(distinct case when opened_at is not null and distribution_channel = 'email' then survey_id end) as count_surveys_opened_email,\n count(distinct case when opened_at is not null and distribution_channel = 'smsinvite' then survey_id end) as count_surveys_opened_sms,\n count(distinct case when response_started_at is not null and distribution_channel = 'email' then survey_id end) as count_surveys_started_email,\n count(distinct case when response_started_at is not null and distribution_channel = 'smsinvite' then survey_id end) as count_surveys_started_sms,\n count(distinct case when response_completed_at is not null and distribution_channel = 'email' then survey_id end) as count_surveys_completed_email,\n count(distinct case when response_completed_at is not null and distribution_channel = 'smsinvite' then survey_id end) as count_surveys_completed_sms\n from distribution_response\n group by 1,2\n),\n\nagg_survey_responses as (\n\n select \n contact_id,\n source_relation,\n count(distinct survey_id) as total_count_surveys,\n count(distinct case when is_finished then survey_id else null end) as total_count_completed_surveys,\n avg(progress) as avg_survey_progress_pct,\n avg(duration_in_seconds) as avg_survey_duration_in_seconds,\n max(recorded_date) as last_survey_response_recorded_at,\n min(recorded_date) as first_survey_response_recorded_at\n \n from distribution_response\n group by 1,2\n),\n\ncalc_medians as (\n\n select \n contact_id,\n source_relation,\n median_survey_duration_in_seconds,\n median_survey_progress_pct\n \n from (\n select \n contact_id, \n source_relation,\n {{ fivetran_utils.percentile(percentile_field='duration_in_seconds', partition_field='contact_id,source_relation', percent='0.5') }} as median_survey_duration_in_seconds,\n {{ fivetran_utils.percentile(percentile_field='progress', partition_field='contact_id,source_relation', percent='0.5') }} as median_survey_progress_pct\n\n from distribution_response\n {% if target.type == 'postgres' %} group by 1,2 {% endif %} -- percentile macro uses an aggregate function on postgres and window functions on other DBs\n ) as rollup_medians\n {% if target.type != 'postgres' %} group by 1,2,3,4 {% endif %} -- roll up if using window function\n),\n\nfinal as (\n \n select \n contacts.*,\n coalesce(agg_distribution_responses.count_surveys_sent_email, 0) as count_surveys_sent_email,\n coalesce(agg_distribution_responses.count_surveys_sent_sms, 0) as count_surveys_sent_sms,\n coalesce(agg_distribution_responses.count_surveys_opened_email, 0) as count_surveys_opened_email,\n coalesce(agg_distribution_responses.count_surveys_opened_sms, 0) as count_surveys_opened_sms,\n coalesce(agg_distribution_responses.count_surveys_started_email, 0) as count_surveys_started_email,\n coalesce(agg_distribution_responses.count_surveys_started_sms, 0) as count_surveys_started_sms,\n coalesce(agg_distribution_responses.count_surveys_completed_email, 0) as count_surveys_completed_email,\n coalesce(agg_distribution_responses.count_surveys_completed_sms, 0) as count_surveys_completed_sms,\n coalesce(agg_survey_responses.total_count_surveys, 0) as total_count_surveys,\n coalesce(agg_survey_responses.total_count_completed_surveys, 0) as total_count_completed_surveys,\n agg_survey_responses.avg_survey_progress_pct,\n agg_survey_responses.avg_survey_duration_in_seconds,\n calc_medians.median_survey_progress_pct,\n calc_medians.median_survey_duration_in_seconds,\n agg_survey_responses.last_survey_response_recorded_at,\n agg_survey_responses.first_survey_response_recorded_at,\n directory.name as directory_name,\n directory.is_default as is_in_default_directory,\n directory.is_deleted as is_directory_deleted\n\n from contacts\n left join agg_survey_responses\n on contacts.contact_id = agg_survey_responses.contact_id\n and contacts.source_relation = agg_survey_responses.source_relation\n left join agg_distribution_responses\n on contacts.contact_id = agg_distribution_responses.contact_id\n and contacts.source_relation = agg_distribution_responses.source_relation\n left join directory\n on contacts.directory_id = directory.directory_id \n and contacts.source_relation = directory.source_relation\n left join calc_medians\n on contacts.contact_id = calc_medians.contact_id\n and contacts.source_relation = calc_medians.source_relation\n)\n\nselect *\nfrom final", "doc_blocks": [], "language": "sql", "refs": [{"name": "int_qualtrics__contacts", "package": null, "version": null}, {"name": "stg_qualtrics__directory", "package": null, "version": null}, {"name": "stg_qualtrics__distribution_contact", "package": null, "version": null}, {"name": "stg_qualtrics__distribution", "package": null, "version": null}, {"name": "stg_qualtrics__survey_response", "package": null, "version": null}], "sources": [], "metrics": [], "functions": [], "depends_on": {"macros": ["macro.fivetran_utils.percentile"], "nodes": ["model.qualtrics.int_qualtrics__contacts", "model.qualtrics.stg_qualtrics__directory", "model.qualtrics.stg_qualtrics__distribution_contact", "model.qualtrics.stg_qualtrics__distribution", "model.qualtrics.stg_qualtrics__survey_response"]}, "compiled_path": "target/compiled/qualtrics/models/qualtrics__contact.sql", "compiled": true, "compiled_code": "with __dbt__cte__int_qualtrics__contacts as (\n\nwith directory_contact as (\n\n select *\n from \"postgres\".\"public_qualtrics_dev\".\"stg_qualtrics__directory_contact\"\n),\n\ncontact_mailing_list_membership as (\n\n select * \n from \"postgres\".\"public_qualtrics_dev\".\"stg_qualtrics__contact_mailing_list_membership\"\n),\n\n-- in XM directory a contact can belong to multiple mailing lists within a directory\n-- need to split counts and string_aggs on redshift \ncount_mailing_lists as (\n\n select \n directory_id,\n contact_id,\n source_relation,\n count(distinct case when not is_unsubscribed then mailing_list_id else null end) as count_mailing_lists_subscribed_to,\n count(distinct case when is_unsubscribed then mailing_list_id else null end) as count_mailing_lists_unsubscribed_from\n\n from contact_mailing_list_membership\n group by 1,2,3\n),\n\n-- in XM directory a contact can belong to multiple mailing lists within a directory\n-- need to split counts and string_aggs on redshift \nagg_mailing_lists as (\n\n select \n directory_id,\n contact_id,\n source_relation,\n \n string_agg(mailing_list_id, ', ')\n\n as mailing_list_ids\n\n from contact_mailing_list_membership\n group by 1,2,3\n),\n\ndirectory_contact_join as (\n\n select\n directory_contact.*,\n count_mailing_lists.count_mailing_lists_subscribed_to,\n count_mailing_lists.count_mailing_lists_unsubscribed_from,\n agg_mailing_lists.mailing_list_ids\n from directory_contact\n left join agg_mailing_lists\n on directory_contact.contact_id = agg_mailing_lists.contact_id\n and directory_contact.directory_id = agg_mailing_lists.directory_id \n and directory_contact.source_relation = agg_mailing_lists.source_relation\n left join count_mailing_lists\n on directory_contact.contact_id = count_mailing_lists.contact_id\n and directory_contact.directory_id = count_mailing_lists.directory_id \n and directory_contact.source_relation = count_mailing_lists.source_relation\n),\n\n\ncore_contact as (\n\n select *\n from \"postgres\".\"public_qualtrics_dev\".\"stg_qualtrics__core_contact\"\n),\n\n-- Roll up mailing lists since contacts in the XM directory endpoint can belong to multiple (or none)\n-- need to split counts and string_aggs on redshift \ncount_core_mailing_lists as (\n\n select \n contact_id,\n source_relation,\n count(distinct case when not is_unsubscribed then mailing_list_id else null end) as count_mailing_lists_subscribed_to,\n count(distinct case when is_unsubscribed then mailing_list_id else null end) as count_mailing_lists_unsubscribed_from\n\n from core_contact\n group by 1,2\n),\n\n-- Roll up mailing lists since contacts in the XM directory endpoint can belong to multiple (or none)\n-- need to split counts and string_aggs on redshift \nagg_core_mailing_lists as (\n\n select \n contact_id,\n source_relation,\n \n string_agg(mailing_list_id, ', ')\n\n as mailing_list_ids\n\n from core_contact\n group by 1,2\n),\n\ncore_contact_join as (\n\n select\n core_contact.*,\n count_core_mailing_lists.count_mailing_lists_subscribed_to,\n count_core_mailing_lists.count_mailing_lists_unsubscribed_from,\n agg_core_mailing_lists.mailing_list_ids\n from core_contact\n left join agg_core_mailing_lists\n on core_contact.contact_id = agg_core_mailing_lists.contact_id\n and core_contact.source_relation = agg_core_mailing_lists.source_relation\n left join count_core_mailing_lists\n on core_contact.contact_id = count_core_mailing_lists.contact_id\n and core_contact.source_relation = count_core_mailing_lists.source_relation\n),\n\nfinal as (\n\n select\n contact_id,\n false as is_xm_directory_contact,\n true as is_research_core_contact,\n null as directory_id,\n email,\n email_domain,\n first_name,\n last_name,\n external_data_reference,\n language,\n null as is_unsubscribed_from_directory,\n null as unsubscribed_from_directory_at,\n null as last_modified_at,\n mailing_list_ids,\n count_mailing_lists_subscribed_to,\n count_mailing_lists_unsubscribed_from,\n _fivetran_synced as created_at,\n source_relation\n\n \n\n \n\n\n\n\n\n\n from core_contact_join\n union all \n\n\n\n select\n contact_id,\n true as is_xm_directory_contact,\n false as is_research_core_contact,\n directory_id,\n email,\n email_domain,\n first_name,\n last_name,\n ext_ref as external_data_reference,\n language,\n is_unsubscribed_from_directory,\n unsubscribed_from_directory_at,\n last_modified_at,\n mailing_list_ids,\n count_mailing_lists_subscribed_to,\n count_mailing_lists_unsubscribed_from,\n created_at,\n source_relation\n \n\n\n\n\n\n \n\n from directory_contact_join\n)\n\nselect *\nfrom final\n), contacts as (\n\n select *\n from __dbt__cte__int_qualtrics__contacts\n),\n\ndirectory as (\n\n select *\n from \"postgres\".\"public_qualtrics_dev\".\"stg_qualtrics__directory\"\n),\n\ndistribution_contact as (\n\n select *\n from \"postgres\".\"public_qualtrics_dev\".\"stg_qualtrics__distribution_contact\"\n),\n\ndistribution as (\n-- just to grab survey id \n select *\n from \"postgres\".\"public_qualtrics_dev\".\"stg_qualtrics__distribution\"\n),\n\nsurvey_response as (\n\n select *\n from \"postgres\".\"public_qualtrics_dev\".\"stg_qualtrics__survey_response\"\n),\n\ndistribution_response as (\n\n select\n distribution_contact.*,\n distribution.survey_id,\n survey_response.distribution_channel,\n survey_response.progress,\n survey_response.duration_in_seconds,\n survey_response.is_finished,\n survey_response.recorded_date\n\n from distribution_contact \n left join distribution\n on distribution_contact.distribution_id = distribution.distribution_id\n and distribution_contact.source_relation = distribution.source_relation\n left join survey_response\n on distribution_contact.response_id = survey_response.response_id\n and distribution.survey_id = survey_response.survey_id\n and distribution_contact.source_relation = survey_response.source_relation\n),\n\nagg_distribution_responses as (\n\n select \n contact_id,\n source_relation,\n count(distinct case when sent_at is not null and distribution_channel = 'email' then survey_id end) as count_surveys_sent_email,\n count(distinct case when sent_at is not null and distribution_channel = 'smsinvite' then survey_id end) as count_surveys_sent_sms,\n count(distinct case when opened_at is not null and distribution_channel = 'email' then survey_id end) as count_surveys_opened_email,\n count(distinct case when opened_at is not null and distribution_channel = 'smsinvite' then survey_id end) as count_surveys_opened_sms,\n count(distinct case when response_started_at is not null and distribution_channel = 'email' then survey_id end) as count_surveys_started_email,\n count(distinct case when response_started_at is not null and distribution_channel = 'smsinvite' then survey_id end) as count_surveys_started_sms,\n count(distinct case when response_completed_at is not null and distribution_channel = 'email' then survey_id end) as count_surveys_completed_email,\n count(distinct case when response_completed_at is not null and distribution_channel = 'smsinvite' then survey_id end) as count_surveys_completed_sms\n from distribution_response\n group by 1,2\n),\n\nagg_survey_responses as (\n\n select \n contact_id,\n source_relation,\n count(distinct survey_id) as total_count_surveys,\n count(distinct case when is_finished then survey_id else null end) as total_count_completed_surveys,\n avg(progress) as avg_survey_progress_pct,\n avg(duration_in_seconds) as avg_survey_duration_in_seconds,\n max(recorded_date) as last_survey_response_recorded_at,\n min(recorded_date) as first_survey_response_recorded_at\n \n from distribution_response\n group by 1,2\n),\n\ncalc_medians as (\n\n select \n contact_id,\n source_relation,\n median_survey_duration_in_seconds,\n median_survey_progress_pct\n \n from (\n select \n contact_id, \n source_relation,\n \n\n percentile_cont( \n 0.5 )\n within group ( order by duration_in_seconds )\n /* have to group by partition field */\n\n as median_survey_duration_in_seconds,\n \n\n percentile_cont( \n 0.5 )\n within group ( order by progress )\n /* have to group by partition field */\n\n as median_survey_progress_pct\n\n from distribution_response\n group by 1,2 -- percentile macro uses an aggregate function on postgres and window functions on other DBs\n ) as rollup_medians\n -- roll up if using window function\n),\n\nfinal as (\n \n select \n contacts.*,\n coalesce(agg_distribution_responses.count_surveys_sent_email, 0) as count_surveys_sent_email,\n coalesce(agg_distribution_responses.count_surveys_sent_sms, 0) as count_surveys_sent_sms,\n coalesce(agg_distribution_responses.count_surveys_opened_email, 0) as count_surveys_opened_email,\n coalesce(agg_distribution_responses.count_surveys_opened_sms, 0) as count_surveys_opened_sms,\n coalesce(agg_distribution_responses.count_surveys_started_email, 0) as count_surveys_started_email,\n coalesce(agg_distribution_responses.count_surveys_started_sms, 0) as count_surveys_started_sms,\n coalesce(agg_distribution_responses.count_surveys_completed_email, 0) as count_surveys_completed_email,\n coalesce(agg_distribution_responses.count_surveys_completed_sms, 0) as count_surveys_completed_sms,\n coalesce(agg_survey_responses.total_count_surveys, 0) as total_count_surveys,\n coalesce(agg_survey_responses.total_count_completed_surveys, 0) as total_count_completed_surveys,\n agg_survey_responses.avg_survey_progress_pct,\n agg_survey_responses.avg_survey_duration_in_seconds,\n calc_medians.median_survey_progress_pct,\n calc_medians.median_survey_duration_in_seconds,\n agg_survey_responses.last_survey_response_recorded_at,\n agg_survey_responses.first_survey_response_recorded_at,\n directory.name as directory_name,\n directory.is_default as is_in_default_directory,\n directory.is_deleted as is_directory_deleted\n\n from contacts\n left join agg_survey_responses\n on contacts.contact_id = agg_survey_responses.contact_id\n and contacts.source_relation = agg_survey_responses.source_relation\n left join agg_distribution_responses\n on contacts.contact_id = agg_distribution_responses.contact_id\n and contacts.source_relation = agg_distribution_responses.source_relation\n left join directory\n on contacts.directory_id = directory.directory_id \n and contacts.source_relation = directory.source_relation\n left join calc_medians\n on contacts.contact_id = calc_medians.contact_id\n and contacts.source_relation = calc_medians.source_relation\n)\n\nselect *\nfrom final", "extra_ctes_injected": true, "extra_ctes": [{"id": "model.qualtrics.int_qualtrics__contacts", "sql": " __dbt__cte__int_qualtrics__contacts as (\n\nwith directory_contact as (\n\n select *\n from \"postgres\".\"public_qualtrics_dev\".\"stg_qualtrics__directory_contact\"\n),\n\ncontact_mailing_list_membership as (\n\n select * \n from \"postgres\".\"public_qualtrics_dev\".\"stg_qualtrics__contact_mailing_list_membership\"\n),\n\n-- in XM directory a contact can belong to multiple mailing lists within a directory\n-- need to split counts and string_aggs on redshift \ncount_mailing_lists as (\n\n select \n directory_id,\n contact_id,\n source_relation,\n count(distinct case when not is_unsubscribed then mailing_list_id else null end) as count_mailing_lists_subscribed_to,\n count(distinct case when is_unsubscribed then mailing_list_id else null end) as count_mailing_lists_unsubscribed_from\n\n from contact_mailing_list_membership\n group by 1,2,3\n),\n\n-- in XM directory a contact can belong to multiple mailing lists within a directory\n-- need to split counts and string_aggs on redshift \nagg_mailing_lists as (\n\n select \n directory_id,\n contact_id,\n source_relation,\n \n string_agg(mailing_list_id, ', ')\n\n as mailing_list_ids\n\n from contact_mailing_list_membership\n group by 1,2,3\n),\n\ndirectory_contact_join as (\n\n select\n directory_contact.*,\n count_mailing_lists.count_mailing_lists_subscribed_to,\n count_mailing_lists.count_mailing_lists_unsubscribed_from,\n agg_mailing_lists.mailing_list_ids\n from directory_contact\n left join agg_mailing_lists\n on directory_contact.contact_id = agg_mailing_lists.contact_id\n and directory_contact.directory_id = agg_mailing_lists.directory_id \n and directory_contact.source_relation = agg_mailing_lists.source_relation\n left join count_mailing_lists\n on directory_contact.contact_id = count_mailing_lists.contact_id\n and directory_contact.directory_id = count_mailing_lists.directory_id \n and directory_contact.source_relation = count_mailing_lists.source_relation\n),\n\n\ncore_contact as (\n\n select *\n from \"postgres\".\"public_qualtrics_dev\".\"stg_qualtrics__core_contact\"\n),\n\n-- Roll up mailing lists since contacts in the XM directory endpoint can belong to multiple (or none)\n-- need to split counts and string_aggs on redshift \ncount_core_mailing_lists as (\n\n select \n contact_id,\n source_relation,\n count(distinct case when not is_unsubscribed then mailing_list_id else null end) as count_mailing_lists_subscribed_to,\n count(distinct case when is_unsubscribed then mailing_list_id else null end) as count_mailing_lists_unsubscribed_from\n\n from core_contact\n group by 1,2\n),\n\n-- Roll up mailing lists since contacts in the XM directory endpoint can belong to multiple (or none)\n-- need to split counts and string_aggs on redshift \nagg_core_mailing_lists as (\n\n select \n contact_id,\n source_relation,\n \n string_agg(mailing_list_id, ', ')\n\n as mailing_list_ids\n\n from core_contact\n group by 1,2\n),\n\ncore_contact_join as (\n\n select\n core_contact.*,\n count_core_mailing_lists.count_mailing_lists_subscribed_to,\n count_core_mailing_lists.count_mailing_lists_unsubscribed_from,\n agg_core_mailing_lists.mailing_list_ids\n from core_contact\n left join agg_core_mailing_lists\n on core_contact.contact_id = agg_core_mailing_lists.contact_id\n and core_contact.source_relation = agg_core_mailing_lists.source_relation\n left join count_core_mailing_lists\n on core_contact.contact_id = count_core_mailing_lists.contact_id\n and core_contact.source_relation = count_core_mailing_lists.source_relation\n),\n\nfinal as (\n\n select\n contact_id,\n false as is_xm_directory_contact,\n true as is_research_core_contact,\n null as directory_id,\n email,\n email_domain,\n first_name,\n last_name,\n external_data_reference,\n language,\n null as is_unsubscribed_from_directory,\n null as unsubscribed_from_directory_at,\n null as last_modified_at,\n mailing_list_ids,\n count_mailing_lists_subscribed_to,\n count_mailing_lists_unsubscribed_from,\n _fivetran_synced as created_at,\n source_relation\n\n \n\n \n\n\n\n\n\n\n from core_contact_join\n union all \n\n\n\n select\n contact_id,\n true as is_xm_directory_contact,\n false as is_research_core_contact,\n directory_id,\n email,\n email_domain,\n first_name,\n last_name,\n ext_ref as external_data_reference,\n language,\n is_unsubscribed_from_directory,\n unsubscribed_from_directory_at,\n last_modified_at,\n mailing_list_ids,\n count_mailing_lists_subscribed_to,\n count_mailing_lists_unsubscribed_from,\n created_at,\n source_relation\n \n\n\n\n\n\n \n\n from directory_contact_join\n)\n\nselect *\nfrom final\n)"}], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null, "primary_key": [], "time_spine": null}, "model.qualtrics.qualtrics__response": {"database": "postgres", "schema": "public_qualtrics_dev", "name": "qualtrics__response", "resource_type": "model", "package_name": "qualtrics", "path": "qualtrics__response.sql", "original_file_path": "models/qualtrics__response.sql", "unique_id": "model.qualtrics.qualtrics__response", "fqn": ["qualtrics", "qualtrics__response"], "alias": "qualtrics__response", "checksum": {"name": "sha256", "checksum": "06503348942f9a184dadd57c776282ba222955a3a580ad05464038b333d95fc0"}, "config": {"enabled": true, "alias": null, "schema": "qualtrics_dev", "database": null, "tags": ["qualtrics", "fivetran_package"], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "batch_size": null, "lookback": 1, "begin": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "event_time": null, "concurrent_batches": null, "access": "protected", "freshness": null}, "tags": ["qualtrics", "fivetran_package"], "description": "Breakdown of responses to individual questions (and their sub-questions). Enhanced with information regarding the survey-level response and the survey.\n", "columns": {"question_response_id": {"name": "question_response_id", "description": "Fivetran-generated unique key hashed on `response_id`, `question_id`, `sub_question_key`, `sub_question_text` , `question_option_key` , `loop_id` and `importId`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.question_response_fivetran_id"]}, "survey_response_id": {"name": "survey_response_id", "description": "The unique ID for the `SURVEY_RESPONSE`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.response_id"]}, "survey_id": {"name": "survey_id", "description": "The unique identifier for this survey. Match pattern = ^SV_[a-zA-Z0-9]{11,15}$", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.survey_id"]}, "question_id": {"name": "question_id", "description": "The unique identifier for the question. Match pattern = ^QID[a-zA-Z0-9]+$", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.question_id"]}, "question_text": {"name": "question_text", "description": "Text for the question.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.question_text"]}, "sub_question_key": {"name": "sub_question_key", "description": "Key of the sub question.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.sub_question_key"]}, "sub_question_text": {"name": "sub_question_text", "description": "Sub question text.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.sub_question_text"]}, "question_option_key": {"name": "question_option_key", "description": "The key of the `QUESTION_OPTION` that was chosen.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.question_option_key"]}, "value": {"name": "value", "description": "Value of the question response.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.response_value"]}, "response_text": {"name": "response_text", "description": "Text response provided by the respondent.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.response_text"]}, "loop_id": {"name": "loop_id", "description": "ID of the [Loop and Merge](https://www.qualtrics.com/support/survey-platform/survey-module/block-options/loop-and-merge/) object this response is associated with.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.loop_id"]}, "distribution_channel": {"name": "distribution_channel", "description": "The method by which the survey was distributed to respondents.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.distribution_channel"]}, "survey_response_status": {"name": "survey_response_status", "description": "The type of response.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.status"]}, "survey_progress": {"name": "survey_progress", "description": "How far the respondent has progressed through the survey as a percentage out of 100.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.progress"]}, "duration_in_seconds": {"name": "duration_in_seconds", "description": "How long it took for the respondent to finish the survey in seconds.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.duration_in_seconds"]}, "is_finished_with_survey": {"name": "is_finished_with_survey", "description": "Boolean (stored as int) indicating if the respondent finished and submitted the survey, the value will be 1, otherwise it will be 0.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.finished"]}, "survey_finished_at": {"name": "survey_finished_at", "description": "The point in time when the survey response was finished.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.end_date"]}, "survey_response_last_modified_at": {"name": "survey_response_last_modified_at", "description": "The point in time when the record was last modified.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.last_modified_date"]}, "survey_response_recorded_at": {"name": "survey_response_recorded_at", "description": "The point in time when the survey response was recorded.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.recorded_date"]}, "survey_response_started_at": {"name": "survey_response_started_at", "description": "The point in time when the survey response was recorded.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.start_date"]}, "recipient_email": {"name": "recipient_email", "description": "Email of the [recipient](https://api.qualtrics.com/ZG9jOjg3NzY2OQ-getting-information-about-distributions#the-recipients-object) if they are a single recipient (not a mailing list or sample).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.recipient_email"]}, "recipient_first_name": {"name": "recipient_first_name", "description": "First name of the [recipient](https://api.qualtrics.com/ZG9jOjg3NzY2OQ-getting-information-about-distributions#the-recipients-object) if they are a single recipient (not a mailing list or sample).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.recipient_first_name"]}, "recipient_last_name": {"name": "recipient_last_name", "description": "Last name of the [recipient](https://api.qualtrics.com/ZG9jOjg3NzY2OQ-getting-information-about-distributions#the-recipients-object) if they are a single recipient (not a mailing list or sample).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.recipient_last_name"]}, "user_language": {"name": "user_language", "description": "The language of the respondent.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.user_language"]}, "ip_address": {"name": "ip_address", "description": "IP address of the recipient.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.ip_address"]}, "location_latitude": {"name": "location_latitude", "description": "The approximate location of the respondent at the time the survey was taken.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.location_latitude"]}, "location_longitude": {"name": "location_longitude", "description": "The approximate location of the respondent at the time the survey was taken.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.location_longitude"]}, "source_relation": {"name": "source_relation", "description": "The schema or database this record came from if you are making use of the qualtrics_union_schemas or qualtrics_union_databases variables, respectively. Empty string if you are not using either of these variables to union together multiple Qualtrics connectors.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.source_relation"]}, "recode_value": {"name": "recode_value", "description": "Recode/mapping value for the option.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.recode_value"]}, "question_option_text": {"name": "question_option_text", "description": "Question option text.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.question_option_text"]}, "first_name": {"name": "first_name", "description": "Contact's first name.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.contact_first_name"]}, "last_name": {"name": "last_name", "description": "Contact's surname.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.contact_last_name"]}, "email_domain": {"name": "email_domain", "description": "Domain of the contact's email address.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.email_domain"]}, "contact_language": {"name": "contact_language", "description": "The user's default language.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.language"]}, "contact_external_data_reference": {"name": "contact_external_data_reference", "description": "The external reference for the contact.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.ext_ref"]}, "embedded_data": {"name": "embedded_data", "description": "JSON of Any extra information you would like recorded in addition to the question responses (from the `survey_embedded_data` source table).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.embedded_data"]}, "survey_name": {"name": "survey_name", "description": "Name of the survey.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.survey_name"]}, "survey_status": {"name": "survey_status", "description": "The distribution status of the survey, or a flag indicating that it's a library block\n\nAllowed values - `Inactive`, `Active`, `Pending`, `LibBlock`, `Deactive`, `Temporary`", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.survey_status"]}, "project_category": {"name": "project_category", "description": "Project category of the survey.\n\nAllowed values - `CORE`, `CX`, `EX`, `BX`, `PX`", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.project_category"]}, "project_type": {"name": "project_type", "description": "Type of [Qualtrics project](https://www.qualtrics.com/support/survey-platform/my-projects/my-projects-overview/#SelectingProjectType). Match pattern = ^[a-zA-Z]+$", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.project_type"]}, "brand_base_url": {"name": "brand_base_url", "description": "Base url for the organization/brand.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.brand_base_url"]}, "question_description": {"name": "question_description", "description": "Label to identify the question.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.question_description"]}, "question_type": {"name": "question_type", "description": "The type of question. Can be -\n`MC`,`Matrix`,`Captcha`,`CS`,`DB`,`DD`,`Draw`,`DynamicMatrix`,`FileUpload`,`GAP`,`HeatMap`,`HL`,`HotSpot`,`Meta`,`PGR`,`RO`,`SBS`,`Slider`,`SS`,`TE`,`Timing`,`TreeSelect`", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.question_type"]}, "block_id": {"name": "block_id", "description": "The ID of the survey block. Match pattern = ^BL_[a-zA-Z0-9]{11,15}$", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.block_id"]}, "block_description": {"name": "block_description", "description": "Description given to the block.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.block_description"]}, "block_question_randomization": {"name": "block_question_randomization", "description": "If/how the block questions are randomized. Can be - `false` (no randomization), `RandomWithXPerPage` (randomize all and place X questions in each block), `RandomWithOnlyX` (randomly present only X out of the total questions), or `Advanced` (custom configuration)", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.randomize_questions"]}, "block_type": {"name": "block_type", "description": "Type of block. Can be `Trash`, `Default`, or `Standard`", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.block_type"]}, "block_visibility": {"name": "block_visibility", "description": "Whether the questions in the block are 'collapsed' or 'expanded' by default.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.block_visibility"]}, "validation_setting_force_response": {"name": "validation_setting_force_response", "description": "The response from forcing respondents to answer a question or request that they consider answering the question before leaving the page", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.validation_setting_force_response"]}, "validation_setting_force_response_type": {"name": "validation_setting_force_response_type", "description": "The type of response from forcing respondents to answer a question or request that they consider answering the question before leaving the page", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.validation_setting_force_response_type"]}, "validation_setting_type": {"name": "validation_setting_type", "description": "The type of forced response validation that is set.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.validation_setting_type"]}, "is_question_deleted": {"name": "is_question_deleted", "description": "Boolean representing whether the record was soft-deleted in Qualtrics.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics._fivetran_deleted"]}, "is_block_deleted": {"name": "is_block_deleted", "description": "Boolean representing whether the record was soft-deleted in Qualtrics.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics._fivetran_deleted"]}, "is_xm_directory_contact": {"name": "is_xm_directory_contact", "description": "Boolean representing whether the contact came from the XM Directory API endpoint (ie stored in the `directory_contact` table).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.is_xm_directory_contact"]}, "is_research_core_contact": {"name": "is_research_core_contact", "description": "Boolean representing whether the contact came from the (to-be-deprecated) Research Core API endpoint (ie stored in the `core_contact` table).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.is_research_core_contact"]}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "qualtrics://models/qualtrics.yml", "build_path": null, "unrendered_config": {"tags": ["qualtrics", "fivetran_package"], "schema": "qualtrics_{{ var('directed_schema','dev') }}", "materialized": "table"}, "created_at": 1768514435.0790253, "relation_name": "\"postgres\".\"public_qualtrics_dev\".\"qualtrics__response\"", "raw_code": "with response as (\n -- will probably move the logic from this int model to the end model directly \n select *\n from {{ ref('int_qualtrics__responses') }}\n),\n\nquestion_option as (\n\n select *\n from {{ ref('stg_qualtrics__question_option') }}\n),\n\nquestion as (\n\n select *\n from {{ ref('int_qualtrics__question') }}\n),\n\nsurvey as (\n\n select *\n from {{ ref('stg_qualtrics__survey') }}\n),\n\nembedded_data as (\n\n select *\n from {{ ref('int_qualtrics__survey_embedded_data') }}\n),\n\ncontacts as (\n\n select *\n from {{ ref('int_qualtrics__contacts') }}\n),\n\nrollup_contacts as (\n\n select \n email,\n source_relation,\n max(email_domain) as email_domain,\n max(first_name) as first_name,\n max(last_name) as last_name,\n max(language) as language,\n max(external_data_reference) as external_data_reference,\n {{ fivetran_utils.max_bool(boolean_field=\"is_xm_directory_contact\") }} as is_xm_directory_contact,\n {{ fivetran_utils.max_bool(boolean_field=\"is_research_core_contact\") }} as is_research_core_contact\n\n from contacts\n group by 1,2\n),\n\nfinal as (\n\n select \n response.*,\n question_option.recode_value,\n question_option.text as question_option_text,\n rollup_contacts.first_name,\n rollup_contacts.last_name,\n rollup_contacts.email_domain,\n rollup_contacts.language as contact_language,\n rollup_contacts.external_data_reference as contact_external_data_reference,\n rollup_contacts.is_xm_directory_contact,\n rollup_contacts.is_research_core_contact,\n\n embedded_data.embedded_data,\n survey.survey_name,\n survey.survey_status,\n survey.project_category,\n survey.project_type,\n survey.brand_base_url,\n \n -- most question fields are included, as there is no question end model. join with `int_qualtrics__question` to bring in more\n question.question_description,\n question.question_type,\n question.block_id,\n question.block_description,\n question.block_question_randomization,\n question.block_type,\n question.block_visibility,\n question.validation_setting_force_response,\n question.validation_setting_force_response_type,\n question.validation_setting_type,\n question.is_question_deleted,\n question.is_block_deleted\n\n from response\n\n left join question\n on response.question_id = question.question_id\n and response.survey_id = question.survey_id\n and response.sub_question_key = question.sub_question_key\n and response.source_relation = question.source_relation\n\n left join question_option\n on response.question_id = question_option.question_id \n and response.survey_id = question_option.survey_id\n and response.question_option_key = question_option.key\n and response.source_relation = question_option.source_relation\n\n left join survey\n on response.survey_id = survey.survey_id\n and response.source_relation = survey.source_relation\n\n left join embedded_data\n on response.survey_response_id = embedded_data.response_id\n and response.source_relation = embedded_data.source_relation\n\n left join rollup_contacts \n on response.recipient_email = rollup_contacts.email\n and response.source_relation = rollup_contacts.source_relation\n\n)\n\nselect *\nfrom final", "doc_blocks": [], "language": "sql", "refs": [{"name": "int_qualtrics__responses", "package": null, "version": null}, {"name": "stg_qualtrics__question_option", "package": null, "version": null}, {"name": "int_qualtrics__question", "package": null, "version": null}, {"name": "stg_qualtrics__survey", "package": null, "version": null}, {"name": "int_qualtrics__survey_embedded_data", "package": null, "version": null}, {"name": "int_qualtrics__contacts", "package": null, "version": null}], "sources": [], "metrics": [], "functions": [], "depends_on": {"macros": ["macro.fivetran_utils.max_bool"], "nodes": ["model.qualtrics.int_qualtrics__responses", "model.qualtrics.stg_qualtrics__question_option", "model.qualtrics.int_qualtrics__question", "model.qualtrics.stg_qualtrics__survey", "model.qualtrics.int_qualtrics__survey_embedded_data", "model.qualtrics.int_qualtrics__contacts"]}, "compiled_path": "target/compiled/qualtrics/models/qualtrics__response.sql", "compiled": true, "compiled_code": "with __dbt__cte__int_qualtrics__responses as (\nwith question_response as (\n\n select *\n from \"postgres\".\"public_qualtrics_dev\".\"stg_qualtrics__question_response\"\n),\n\nsurvey_response as (\n\n select *\n from \"postgres\".\"public_qualtrics_dev\".\"stg_qualtrics__survey_response\"\n),\n\nresponse_join as (\n\n select \n question_response._fivetran_id as question_response_id,\n question_response.response_id as survey_response_id,\n survey_response.survey_id,\n question_response.question_id,\n question_response.question as question_text,\n question_response.sub_question_key,\n question_response.sub_question_text,\n question_response.question_option_key,\n question_response.value,\n question_response.response_text,\n question_response.loop_id,\n survey_response.distribution_channel,\n survey_response.status as survey_response_status,\n survey_response.progress as survey_progress,\n survey_response.duration_in_seconds,\n survey_response.is_finished as is_finished_with_survey,\n survey_response.finished_at as survey_finished_at,\n survey_response.last_modified_at as survey_response_last_modified_at,\n survey_response.recorded_date as survey_response_recorded_at,\n survey_response.started_at as survey_response_started_at,\n survey_response.recipient_email,\n survey_response.recipient_first_name,\n survey_response.recipient_last_name,\n survey_response.user_language,\n survey_response.ip_address,\n survey_response.location_latitude,\n survey_response.location_longitude,\n question_response.source_relation\n \n from question_response \n inner join survey_response -- every question response will belong to an overall \"survey response\"\n on question_response.response_id = survey_response.response_id\n and question_response.source_relation = survey_response.source_relation\n \n)\n\nselect *\nfrom response_join\n), __dbt__cte__int_qualtrics__question as (\nwith question as (\n\n select *\n from \"postgres\".\"public_qualtrics_dev\".\"stg_qualtrics__question\"\n),\n\nblock_question as (\n\n select *\n from \"postgres\".\"public_qualtrics_dev\".\"stg_qualtrics__block_question\"\n where not coalesce(is_deleted, false) -- lets get rid of deleted questions\n),\n\nblock as (\n\n select *\n from \"postgres\".\"public_qualtrics_dev\".\"stg_qualtrics__block\"\n),\n\nsub_question as (\n \n select *\n from \"postgres\".\"public_qualtrics_dev\".\"stg_qualtrics__sub_question\"\n),\n\nquestion_join as (\n\n select\n question.question_id,\n \n\n \n \n\n split_part(\n question.question_id,\n '#',\n 1\n )\n\n\n \n\n as parent_question_id,\n question.question_text,\n question.survey_id,\n question.question_description,\n question.question_description_option,\n sub_question.key as sub_question_key,\n sub_question.text as sub_question_text,\n question.question_type,\n question.selector,\n question.sub_selector,\n question.is_data_hidden,\n question.is_data_private,\n question.is_deleted as is_question_deleted,\n question.validation_setting_force_response,\n question.validation_setting_force_response_type,\n question.validation_setting_type,\n question.data_export_tag,\n sub_question.choice_data_export_tag,\n block.block_id,\n block.description as block_description,\n block.randomize_questions as block_question_randomization,\n block.type as block_type,\n block.block_visibility,\n block.is_locked as is_block_locked,\n block.is_deleted as is_block_deleted,\n question.next_answer_id,\n question.next_choice_id,\n question.source_relation\n\n from question\n left join sub_question\n on question.question_id = sub_question.question_id \n and question.survey_id = sub_question.survey_id\n and question.source_relation = sub_question.source_relation\n \n left join block_question\n on question.question_id = block_question.question_id\n and question.survey_id = block_question.survey_id\n and question.source_relation = block_question.source_relation\n\n left join block\n on block_question.block_id = block.block_id\n and block_question.survey_id = block.survey_id\n and block_question.source_relation = block.source_relation\n\n)\n\nselect *\nfrom question_join\n), __dbt__cte__int_qualtrics__survey_embedded_data as (\nwith survey_embedded_data as (\n\n select *\n from \"postgres\".\"public_qualtrics_dev\".\"stg_qualtrics__survey_embedded_data\"\n),\n\njsonify as (\n\n select\n response_id, -- survey_response\n source_relation,\n '{' || \n string_agg(key || ':' || value, ', ')\n\n || '}' as embedded_data\n from survey_embedded_data\n group by 1,2\n)\n\nselect \n response_id,\n source_relation,\n embedded_data\nfrom jsonify \ngroup by 1,2,3\n), __dbt__cte__int_qualtrics__contacts as (\n\nwith directory_contact as (\n\n select *\n from \"postgres\".\"public_qualtrics_dev\".\"stg_qualtrics__directory_contact\"\n),\n\ncontact_mailing_list_membership as (\n\n select * \n from \"postgres\".\"public_qualtrics_dev\".\"stg_qualtrics__contact_mailing_list_membership\"\n),\n\n-- in XM directory a contact can belong to multiple mailing lists within a directory\n-- need to split counts and string_aggs on redshift \ncount_mailing_lists as (\n\n select \n directory_id,\n contact_id,\n source_relation,\n count(distinct case when not is_unsubscribed then mailing_list_id else null end) as count_mailing_lists_subscribed_to,\n count(distinct case when is_unsubscribed then mailing_list_id else null end) as count_mailing_lists_unsubscribed_from\n\n from contact_mailing_list_membership\n group by 1,2,3\n),\n\n-- in XM directory a contact can belong to multiple mailing lists within a directory\n-- need to split counts and string_aggs on redshift \nagg_mailing_lists as (\n\n select \n directory_id,\n contact_id,\n source_relation,\n \n string_agg(mailing_list_id, ', ')\n\n as mailing_list_ids\n\n from contact_mailing_list_membership\n group by 1,2,3\n),\n\ndirectory_contact_join as (\n\n select\n directory_contact.*,\n count_mailing_lists.count_mailing_lists_subscribed_to,\n count_mailing_lists.count_mailing_lists_unsubscribed_from,\n agg_mailing_lists.mailing_list_ids\n from directory_contact\n left join agg_mailing_lists\n on directory_contact.contact_id = agg_mailing_lists.contact_id\n and directory_contact.directory_id = agg_mailing_lists.directory_id \n and directory_contact.source_relation = agg_mailing_lists.source_relation\n left join count_mailing_lists\n on directory_contact.contact_id = count_mailing_lists.contact_id\n and directory_contact.directory_id = count_mailing_lists.directory_id \n and directory_contact.source_relation = count_mailing_lists.source_relation\n),\n\n\ncore_contact as (\n\n select *\n from \"postgres\".\"public_qualtrics_dev\".\"stg_qualtrics__core_contact\"\n),\n\n-- Roll up mailing lists since contacts in the XM directory endpoint can belong to multiple (or none)\n-- need to split counts and string_aggs on redshift \ncount_core_mailing_lists as (\n\n select \n contact_id,\n source_relation,\n count(distinct case when not is_unsubscribed then mailing_list_id else null end) as count_mailing_lists_subscribed_to,\n count(distinct case when is_unsubscribed then mailing_list_id else null end) as count_mailing_lists_unsubscribed_from\n\n from core_contact\n group by 1,2\n),\n\n-- Roll up mailing lists since contacts in the XM directory endpoint can belong to multiple (or none)\n-- need to split counts and string_aggs on redshift \nagg_core_mailing_lists as (\n\n select \n contact_id,\n source_relation,\n \n string_agg(mailing_list_id, ', ')\n\n as mailing_list_ids\n\n from core_contact\n group by 1,2\n),\n\ncore_contact_join as (\n\n select\n core_contact.*,\n count_core_mailing_lists.count_mailing_lists_subscribed_to,\n count_core_mailing_lists.count_mailing_lists_unsubscribed_from,\n agg_core_mailing_lists.mailing_list_ids\n from core_contact\n left join agg_core_mailing_lists\n on core_contact.contact_id = agg_core_mailing_lists.contact_id\n and core_contact.source_relation = agg_core_mailing_lists.source_relation\n left join count_core_mailing_lists\n on core_contact.contact_id = count_core_mailing_lists.contact_id\n and core_contact.source_relation = count_core_mailing_lists.source_relation\n),\n\nfinal as (\n\n select\n contact_id,\n false as is_xm_directory_contact,\n true as is_research_core_contact,\n null as directory_id,\n email,\n email_domain,\n first_name,\n last_name,\n external_data_reference,\n language,\n null as is_unsubscribed_from_directory,\n null as unsubscribed_from_directory_at,\n null as last_modified_at,\n mailing_list_ids,\n count_mailing_lists_subscribed_to,\n count_mailing_lists_unsubscribed_from,\n _fivetran_synced as created_at,\n source_relation\n\n \n\n \n\n\n\n\n\n\n from core_contact_join\n union all \n\n\n\n select\n contact_id,\n true as is_xm_directory_contact,\n false as is_research_core_contact,\n directory_id,\n email,\n email_domain,\n first_name,\n last_name,\n ext_ref as external_data_reference,\n language,\n is_unsubscribed_from_directory,\n unsubscribed_from_directory_at,\n last_modified_at,\n mailing_list_ids,\n count_mailing_lists_subscribed_to,\n count_mailing_lists_unsubscribed_from,\n created_at,\n source_relation\n \n\n\n\n\n\n \n\n from directory_contact_join\n)\n\nselect *\nfrom final\n), response as (\n -- will probably move the logic from this int model to the end model directly \n select *\n from __dbt__cte__int_qualtrics__responses\n),\n\nquestion_option as (\n\n select *\n from \"postgres\".\"public_qualtrics_dev\".\"stg_qualtrics__question_option\"\n),\n\nquestion as (\n\n select *\n from __dbt__cte__int_qualtrics__question\n),\n\nsurvey as (\n\n select *\n from \"postgres\".\"public_qualtrics_dev\".\"stg_qualtrics__survey\"\n),\n\nembedded_data as (\n\n select *\n from __dbt__cte__int_qualtrics__survey_embedded_data\n),\n\ncontacts as (\n\n select *\n from __dbt__cte__int_qualtrics__contacts\n),\n\nrollup_contacts as (\n\n select \n email,\n source_relation,\n max(email_domain) as email_domain,\n max(first_name) as first_name,\n max(last_name) as last_name,\n max(language) as language,\n max(external_data_reference) as external_data_reference,\n \n\n bool_or( is_xm_directory_contact )\n\n as is_xm_directory_contact,\n \n\n bool_or( is_research_core_contact )\n\n as is_research_core_contact\n\n from contacts\n group by 1,2\n),\n\nfinal as (\n\n select \n response.*,\n question_option.recode_value,\n question_option.text as question_option_text,\n rollup_contacts.first_name,\n rollup_contacts.last_name,\n rollup_contacts.email_domain,\n rollup_contacts.language as contact_language,\n rollup_contacts.external_data_reference as contact_external_data_reference,\n rollup_contacts.is_xm_directory_contact,\n rollup_contacts.is_research_core_contact,\n\n embedded_data.embedded_data,\n survey.survey_name,\n survey.survey_status,\n survey.project_category,\n survey.project_type,\n survey.brand_base_url,\n \n -- most question fields are included, as there is no question end model. join with `int_qualtrics__question` to bring in more\n question.question_description,\n question.question_type,\n question.block_id,\n question.block_description,\n question.block_question_randomization,\n question.block_type,\n question.block_visibility,\n question.validation_setting_force_response,\n question.validation_setting_force_response_type,\n question.validation_setting_type,\n question.is_question_deleted,\n question.is_block_deleted\n\n from response\n\n left join question\n on response.question_id = question.question_id\n and response.survey_id = question.survey_id\n and response.sub_question_key = question.sub_question_key\n and response.source_relation = question.source_relation\n\n left join question_option\n on response.question_id = question_option.question_id \n and response.survey_id = question_option.survey_id\n and response.question_option_key = question_option.key\n and response.source_relation = question_option.source_relation\n\n left join survey\n on response.survey_id = survey.survey_id\n and response.source_relation = survey.source_relation\n\n left join embedded_data\n on response.survey_response_id = embedded_data.response_id\n and response.source_relation = embedded_data.source_relation\n\n left join rollup_contacts \n on response.recipient_email = rollup_contacts.email\n and response.source_relation = rollup_contacts.source_relation\n\n)\n\nselect *\nfrom final", "extra_ctes_injected": true, "extra_ctes": [{"id": "model.qualtrics.int_qualtrics__responses", "sql": " __dbt__cte__int_qualtrics__responses as (\nwith question_response as (\n\n select *\n from \"postgres\".\"public_qualtrics_dev\".\"stg_qualtrics__question_response\"\n),\n\nsurvey_response as (\n\n select *\n from \"postgres\".\"public_qualtrics_dev\".\"stg_qualtrics__survey_response\"\n),\n\nresponse_join as (\n\n select \n question_response._fivetran_id as question_response_id,\n question_response.response_id as survey_response_id,\n survey_response.survey_id,\n question_response.question_id,\n question_response.question as question_text,\n question_response.sub_question_key,\n question_response.sub_question_text,\n question_response.question_option_key,\n question_response.value,\n question_response.response_text,\n question_response.loop_id,\n survey_response.distribution_channel,\n survey_response.status as survey_response_status,\n survey_response.progress as survey_progress,\n survey_response.duration_in_seconds,\n survey_response.is_finished as is_finished_with_survey,\n survey_response.finished_at as survey_finished_at,\n survey_response.last_modified_at as survey_response_last_modified_at,\n survey_response.recorded_date as survey_response_recorded_at,\n survey_response.started_at as survey_response_started_at,\n survey_response.recipient_email,\n survey_response.recipient_first_name,\n survey_response.recipient_last_name,\n survey_response.user_language,\n survey_response.ip_address,\n survey_response.location_latitude,\n survey_response.location_longitude,\n question_response.source_relation\n \n from question_response \n inner join survey_response -- every question response will belong to an overall \"survey response\"\n on question_response.response_id = survey_response.response_id\n and question_response.source_relation = survey_response.source_relation\n \n)\n\nselect *\nfrom response_join\n)"}, {"id": "model.qualtrics.int_qualtrics__question", "sql": " __dbt__cte__int_qualtrics__question as (\nwith question as (\n\n select *\n from \"postgres\".\"public_qualtrics_dev\".\"stg_qualtrics__question\"\n),\n\nblock_question as (\n\n select *\n from \"postgres\".\"public_qualtrics_dev\".\"stg_qualtrics__block_question\"\n where not coalesce(is_deleted, false) -- lets get rid of deleted questions\n),\n\nblock as (\n\n select *\n from \"postgres\".\"public_qualtrics_dev\".\"stg_qualtrics__block\"\n),\n\nsub_question as (\n \n select *\n from \"postgres\".\"public_qualtrics_dev\".\"stg_qualtrics__sub_question\"\n),\n\nquestion_join as (\n\n select\n question.question_id,\n \n\n \n \n\n split_part(\n question.question_id,\n '#',\n 1\n )\n\n\n \n\n as parent_question_id,\n question.question_text,\n question.survey_id,\n question.question_description,\n question.question_description_option,\n sub_question.key as sub_question_key,\n sub_question.text as sub_question_text,\n question.question_type,\n question.selector,\n question.sub_selector,\n question.is_data_hidden,\n question.is_data_private,\n question.is_deleted as is_question_deleted,\n question.validation_setting_force_response,\n question.validation_setting_force_response_type,\n question.validation_setting_type,\n question.data_export_tag,\n sub_question.choice_data_export_tag,\n block.block_id,\n block.description as block_description,\n block.randomize_questions as block_question_randomization,\n block.type as block_type,\n block.block_visibility,\n block.is_locked as is_block_locked,\n block.is_deleted as is_block_deleted,\n question.next_answer_id,\n question.next_choice_id,\n question.source_relation\n\n from question\n left join sub_question\n on question.question_id = sub_question.question_id \n and question.survey_id = sub_question.survey_id\n and question.source_relation = sub_question.source_relation\n \n left join block_question\n on question.question_id = block_question.question_id\n and question.survey_id = block_question.survey_id\n and question.source_relation = block_question.source_relation\n\n left join block\n on block_question.block_id = block.block_id\n and block_question.survey_id = block.survey_id\n and block_question.source_relation = block.source_relation\n\n)\n\nselect *\nfrom question_join\n)"}, {"id": "model.qualtrics.int_qualtrics__survey_embedded_data", "sql": " __dbt__cte__int_qualtrics__survey_embedded_data as (\nwith survey_embedded_data as (\n\n select *\n from \"postgres\".\"public_qualtrics_dev\".\"stg_qualtrics__survey_embedded_data\"\n),\n\njsonify as (\n\n select\n response_id, -- survey_response\n source_relation,\n '{' || \n string_agg(key || ':' || value, ', ')\n\n || '}' as embedded_data\n from survey_embedded_data\n group by 1,2\n)\n\nselect \n response_id,\n source_relation,\n embedded_data\nfrom jsonify \ngroup by 1,2,3\n)"}, {"id": "model.qualtrics.int_qualtrics__contacts", "sql": " __dbt__cte__int_qualtrics__contacts as (\n\nwith directory_contact as (\n\n select *\n from \"postgres\".\"public_qualtrics_dev\".\"stg_qualtrics__directory_contact\"\n),\n\ncontact_mailing_list_membership as (\n\n select * \n from \"postgres\".\"public_qualtrics_dev\".\"stg_qualtrics__contact_mailing_list_membership\"\n),\n\n-- in XM directory a contact can belong to multiple mailing lists within a directory\n-- need to split counts and string_aggs on redshift \ncount_mailing_lists as (\n\n select \n directory_id,\n contact_id,\n source_relation,\n count(distinct case when not is_unsubscribed then mailing_list_id else null end) as count_mailing_lists_subscribed_to,\n count(distinct case when is_unsubscribed then mailing_list_id else null end) as count_mailing_lists_unsubscribed_from\n\n from contact_mailing_list_membership\n group by 1,2,3\n),\n\n-- in XM directory a contact can belong to multiple mailing lists within a directory\n-- need to split counts and string_aggs on redshift \nagg_mailing_lists as (\n\n select \n directory_id,\n contact_id,\n source_relation,\n \n string_agg(mailing_list_id, ', ')\n\n as mailing_list_ids\n\n from contact_mailing_list_membership\n group by 1,2,3\n),\n\ndirectory_contact_join as (\n\n select\n directory_contact.*,\n count_mailing_lists.count_mailing_lists_subscribed_to,\n count_mailing_lists.count_mailing_lists_unsubscribed_from,\n agg_mailing_lists.mailing_list_ids\n from directory_contact\n left join agg_mailing_lists\n on directory_contact.contact_id = agg_mailing_lists.contact_id\n and directory_contact.directory_id = agg_mailing_lists.directory_id \n and directory_contact.source_relation = agg_mailing_lists.source_relation\n left join count_mailing_lists\n on directory_contact.contact_id = count_mailing_lists.contact_id\n and directory_contact.directory_id = count_mailing_lists.directory_id \n and directory_contact.source_relation = count_mailing_lists.source_relation\n),\n\n\ncore_contact as (\n\n select *\n from \"postgres\".\"public_qualtrics_dev\".\"stg_qualtrics__core_contact\"\n),\n\n-- Roll up mailing lists since contacts in the XM directory endpoint can belong to multiple (or none)\n-- need to split counts and string_aggs on redshift \ncount_core_mailing_lists as (\n\n select \n contact_id,\n source_relation,\n count(distinct case when not is_unsubscribed then mailing_list_id else null end) as count_mailing_lists_subscribed_to,\n count(distinct case when is_unsubscribed then mailing_list_id else null end) as count_mailing_lists_unsubscribed_from\n\n from core_contact\n group by 1,2\n),\n\n-- Roll up mailing lists since contacts in the XM directory endpoint can belong to multiple (or none)\n-- need to split counts and string_aggs on redshift \nagg_core_mailing_lists as (\n\n select \n contact_id,\n source_relation,\n \n string_agg(mailing_list_id, ', ')\n\n as mailing_list_ids\n\n from core_contact\n group by 1,2\n),\n\ncore_contact_join as (\n\n select\n core_contact.*,\n count_core_mailing_lists.count_mailing_lists_subscribed_to,\n count_core_mailing_lists.count_mailing_lists_unsubscribed_from,\n agg_core_mailing_lists.mailing_list_ids\n from core_contact\n left join agg_core_mailing_lists\n on core_contact.contact_id = agg_core_mailing_lists.contact_id\n and core_contact.source_relation = agg_core_mailing_lists.source_relation\n left join count_core_mailing_lists\n on core_contact.contact_id = count_core_mailing_lists.contact_id\n and core_contact.source_relation = count_core_mailing_lists.source_relation\n),\n\nfinal as (\n\n select\n contact_id,\n false as is_xm_directory_contact,\n true as is_research_core_contact,\n null as directory_id,\n email,\n email_domain,\n first_name,\n last_name,\n external_data_reference,\n language,\n null as is_unsubscribed_from_directory,\n null as unsubscribed_from_directory_at,\n null as last_modified_at,\n mailing_list_ids,\n count_mailing_lists_subscribed_to,\n count_mailing_lists_unsubscribed_from,\n _fivetran_synced as created_at,\n source_relation\n\n \n\n \n\n\n\n\n\n\n from core_contact_join\n union all \n\n\n\n select\n contact_id,\n true as is_xm_directory_contact,\n false as is_research_core_contact,\n directory_id,\n email,\n email_domain,\n first_name,\n last_name,\n ext_ref as external_data_reference,\n language,\n is_unsubscribed_from_directory,\n unsubscribed_from_directory_at,\n last_modified_at,\n mailing_list_ids,\n count_mailing_lists_subscribed_to,\n count_mailing_lists_unsubscribed_from,\n created_at,\n source_relation\n \n\n\n\n\n\n \n\n from directory_contact_join\n)\n\nselect *\nfrom final\n)"}], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null, "primary_key": [], "time_spine": null}, "model.qualtrics.qualtrics__survey": {"database": "postgres", "schema": "public_qualtrics_dev", "name": "qualtrics__survey", "resource_type": "model", "package_name": "qualtrics", "path": "qualtrics__survey.sql", "original_file_path": "models/qualtrics__survey.sql", "unique_id": "model.qualtrics.qualtrics__survey", "fqn": ["qualtrics", "qualtrics__survey"], "alias": "qualtrics__survey", "checksum": {"name": "sha256", "checksum": "b24f2f4d9f7fc04ca880567c5f03b91c6189742169da229c06c6af289be36212"}, "config": {"enabled": true, "alias": null, "schema": "qualtrics_dev", "database": null, "tags": ["qualtrics", "fivetran_package"], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "batch_size": null, "lookback": 1, "begin": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "event_time": null, "concurrent_batches": null, "access": "protected", "freshness": null}, "tags": ["qualtrics", "fivetran_package"], "description": "Detailed view of all surveys created, enhanced with distribution and response metrics.", "columns": {"is_deleted": {"name": "is_deleted", "description": "Boolean representing whether the record was soft-deleted in Qualtrics.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics._fivetran_deleted"]}, "_fivetran_synced": {"name": "_fivetran_synced", "description": "The time when a record was last updated by Fivetran.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics._fivetran_synced"]}, "auto_scoring_category": {"name": "auto_scoring_category", "description": "The automated scoring category.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.auto_scoring_category"]}, "brand_base_url": {"name": "brand_base_url", "description": "Base url for the organization/brand.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.brand_base_url"]}, "brand_id": {"name": "brand_id", "description": "Unique ID of the organization/brand.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.brand_id"]}, "bundle_short_name": {"name": "bundle_short_name", "description": "Short name for the content bundle that the survey is from.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.bundle_short_name"]}, "composition_type": {"name": "composition_type", "description": "Survey composition type.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.composition_type"]}, "creator_user_id": {"name": "creator_user_id", "description": "The unique identifier for a specific `USER` who created the survey.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.creator_id"]}, "default_scoring_category": {"name": "default_scoring_category", "description": "The default scoring category.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.default_scoring_category"]}, "division_id": {"name": "division_id", "description": "The unique identifier for the Division ID. Match pattern = ^DV_[0-9a-zA-Z]{11,15}$", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.division_id"]}, "survey_id": {"name": "survey_id", "description": "The unique identifier for this survey. Match pattern = ^SV_[a-zA-Z0-9]{11,15}$", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.survey_id"]}, "last_accessed_at": {"name": "last_accessed_at", "description": "The date the survey was last accessed.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.last_accessed"]}, "last_activated_at": {"name": "last_activated_at", "description": "The date the survey was last activated.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.last_activated"]}, "last_modified_at": {"name": "last_modified_at", "description": "The point in time when the record was last modified.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.last_modified_date"]}, "owner_user_id": {"name": "owner_user_id", "description": "The unique identifier for a specific user who owns this.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.owner_id"]}, "project_category": {"name": "project_category", "description": "Project category of the survey.\n\nAllowed values - `CORE`, `CX`, `EX`, `BX`, `PX`", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.project_category"]}, "project_type": {"name": "project_type", "description": "Type of [Qualtrics project](https://www.qualtrics.com/support/survey-platform/my-projects/my-projects-overview/#SelectingProjectType). Match pattern = ^[a-zA-Z]+$", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.project_type"]}, "registry_sha": {"name": "registry_sha", "description": "The survey registry SHA.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.registry_sha"]}, "registry_version": {"name": "registry_version", "description": "The survey registry version.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.registry_version"]}, "schema_version": {"name": "schema_version", "description": "Qualtrics schema version.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.schema_version"]}, "scoring_summary_after_questions": {"name": "scoring_summary_after_questions", "description": "Boolean representing whether the scoring summary is after questions.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.scoring_summary_after_questions"]}, "scoring_summary_after_survey": {"name": "scoring_summary_after_survey", "description": "Boolean representing whether the scoring summary is after the survey.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.scoring_summary_after_survey"]}, "scoring_summary_category": {"name": "scoring_summary_category", "description": "The unique identifier for the scoring.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.scoring_summary_category"]}, "survey_name": {"name": "survey_name", "description": "Name of the survey.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.survey_name"]}, "survey_status": {"name": "survey_status", "description": "The distribution status of the survey, or a flag indicating that it's a library block\n\nAllowed values - `Inactive`, `Active`, `Pending`, `LibBlock`, `Deactive`, `Temporary`", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.survey_status"]}, "version_id": {"name": "version_id", "description": "The unique identifier for this survey version.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.version_id"]}, "version_number": {"name": "version_number", "description": "The version number of this survey.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.version_number"]}, "version_description": {"name": "version_description", "description": "A user-provided description of the survey version.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.survey_version_description"]}, "survey_version_created_at": {"name": "survey_version_created_at", "description": "The creation date and time of the record, expressed as an ISO 8601 value.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.creation_date"]}, "count_published_versions": {"name": "count_published_versions", "description": "Number of versions that have been published for this survey.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.count_published_versions"]}, "publisher_user_id": {"name": "publisher_user_id", "description": "ID of `USER` who published this survey version in your org.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.publisher_user_id"]}, "publisher_email": {"name": "publisher_email", "description": "Email of the `USER` who published the latest survey version.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.publisher_email"]}, "creator_email": {"name": "creator_email", "description": "Email of the `USER` who created the object.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.creator_email"]}, "owner_email": {"name": "owner_email", "description": "Email of the `USER` who owns the object.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.owner_email"]}, "count_questions": {"name": "count_questions", "description": "Total number of questions (does not include deleted ones) in the survey.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.count_questions"]}, "avg_response_duration_in_seconds": {"name": "avg_response_duration_in_seconds", "description": "On average, how long it took a respondent to finish a survey in seconds.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.avg_response_duration_in_seconds"]}, "avg_survey_progress_pct": {"name": "avg_survey_progress_pct", "description": "On average, how far a respondent has progressed through a survey as a percentage out of 100.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.avg_survey_progress_pct"]}, "median_response_duration_in_seconds": {"name": "median_response_duration_in_seconds", "description": "The median of how long it took a respondent to finish a survey in seconds.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.median_response_duration_in_seconds"]}, "median_survey_progress_pct": {"name": "median_survey_progress_pct", "description": "The median of how far a respondent has progressed through a survey as a percentage out of 100.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.median_survey_progress_pct"]}, "count_survey_responses": {"name": "count_survey_responses", "description": "Total number of survey responses.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.count_survey_responses"]}, "count_completed_survey_responses": {"name": "count_completed_survey_responses", "description": "Total number of _completed_ survey responses (ie `is_finished=true`).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.count_completed_survey_responses"]}, "count_survey_responses_30d": {"name": "count_survey_responses_30d", "description": "Number of survey responses recorded in the past 30 days.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.count_survey_responses_30d"]}, "count_completed_survey_responses_30d": {"name": "count_completed_survey_responses_30d", "description": "Number of _completed_ survey responses recorded in the past 30 days.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.count_completed_survey_responses_30d"]}, "count_anonymous_survey_responses": {"name": "count_anonymous_survey_responses", "description": "Number of recorded survey responses distributed anonymously.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.count_anonymous_survey_responses"]}, "count_anonymous_completed_survey_responses": {"name": "count_anonymous_completed_survey_responses", "description": "Number of _completed_ recorded survey responses distributed anonymously.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.count_anonymous_completed_survey_responses"]}, "count_social_media_survey_responses": {"name": "count_social_media_survey_responses", "description": "Number of recorded survey responses distributed via [social media](https://www.qualtrics.com/support/survey-platform/distributions-module/social-media-distribution/).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.count_social_media_survey_responses"]}, "count_social_media_completed_survey_responses": {"name": "count_social_media_completed_survey_responses", "description": "Number of _completed_ survey responses distributed via [social media](https://www.qualtrics.com/support/survey-platform/distributions-module/social-media-distribution/).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.count_social_media_completed_survey_responses"]}, "count_personal_link_survey_responses": {"name": "count_personal_link_survey_responses", "description": "Number of recorded survey responses distributed via [personal links](https://www.qualtrics.com/support/survey-platform/distributions-module/email-distribution/personal-links/).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.count_personal_link_survey_responses"]}, "count_personal_link_completed_survey_responses": {"name": "count_personal_link_completed_survey_responses", "description": "Number of _completed_ survey responses distributed via [personal links](https://www.qualtrics.com/support/survey-platform/distributions-module/email-distribution/personal-links/).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.count_personal_link_completed_survey_responses"]}, "count_qr_code_survey_responses": {"name": "count_qr_code_survey_responses", "description": "Number of recorded survey responses distributed via [QR codes](https://www.qualtrics.com/support/survey-platform/distributions-module/web-distribution/qr-code/).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.count_qr_code_survey_responses"]}, "count_qr_code_completed_survey_responses": {"name": "count_qr_code_completed_survey_responses", "description": "Number of _completed_ survey responses distributed via [QR codes](https://www.qualtrics.com/support/survey-platform/distributions-module/web-distribution/qr-code/).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.count_qr_code_completed_survey_responses"]}, "count_email_survey_responses": {"name": "count_email_survey_responses", "description": "Number of recorded survey responses distributed via [email](https://www.qualtrics.com/support/survey-platform/distributions-module/email-distribution/emails-overview/).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.count_email_survey_responses"]}, "count_email_completed_survey_responses": {"name": "count_email_completed_survey_responses", "description": "Number of _completed_ survey responses distributed via [email](https://www.qualtrics.com/support/survey-platform/distributions-module/email-distribution/emails-overview/).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.count_email_completed_survey_responses"]}, "count_sms_survey_responses": {"name": "count_sms_survey_responses", "description": "Number of recorded survey responses distributed via [SMS invite](https://www.qualtrics.com/support/survey-platform/distributions-module/mobile-distributions/sms-surveys/).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.count_sms_survey_responses"]}, "count_sms_completed_survey_responses": {"name": "count_sms_completed_survey_responses", "description": "Number of _completed_ survey responses distributed via [SMS invite](https://www.qualtrics.com/support/survey-platform/distributions-module/mobile-distributions/sms-surveys/).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.count_sms_completed_survey_responses"]}, "count_uncategorized_survey_responses": {"name": "count_uncategorized_survey_responses", "description": "Number of recorded survey responses not distributed via the default channels.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.count_uncategorized_survey_responses"]}, "count_uncategorized_completed_survey_responses": {"name": "count_uncategorized_completed_survey_responses", "description": "Number of _completed_ survey responses not distributed via the default channels.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.count_uncategorized_completed_survey_responses"]}, "source_relation": {"name": "source_relation", "description": "The schema or database this record came from if you are making use of the qualtrics_union_schemas or qualtrics_union_databases variables, respectively. Empty string if you are not using either of these variables to union together multiple Qualtrics connectors.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.source_relation"]}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "qualtrics://models/qualtrics.yml", "build_path": null, "unrendered_config": {"tags": ["qualtrics", "fivetran_package"], "schema": "qualtrics_{{ var('directed_schema','dev') }}", "materialized": "table"}, "created_at": 1768514434.9309654, "relation_name": "\"postgres\".\"public_qualtrics_dev\".\"qualtrics__survey\"", "raw_code": "with survey as (\n-- contains survey version + associated internal-user data\n select *\n from {{ ref('int_qualtrics__survey') }}\n),\n\nresponses as (\n\n select *\n from {{ ref('stg_qualtrics__survey_response') }}\n),\n\nquestion as (\n\n select *\n from {{ ref('stg_qualtrics__question') }}\n),\n\nagg_questions as (\n\n select \n survey_id,\n source_relation,\n count(distinct question_id) as count_questions\n from question \n where not coalesce(is_deleted, false)\n group by 1,2\n),\n\nagg_responses as (\n\n {# From https://qualtrics.com/support/survey-platform/distributions-module/distribution-summary/#ChannelCategorization #}\n {% set distribution_channels = ('anonymous', 'social', 'gl', 'qr', 'email', 'smsinvite') %}\n\n select\n survey_id,\n source_relation,\n avg(duration_in_seconds) as avg_response_duration_in_seconds,\n avg(progress) as avg_survey_progress_pct,\n count(distinct response_id) as count_survey_responses,\n count(distinct case when is_finished then response_id else null end) as count_completed_survey_responses,\n count(distinct \n case \n when {{ fivetran_utils.timestamp_diff(first_date=\"recorded_date\", second_date=dbt.current_timestamp(), datepart=\"day\") }} <= 30 then response_id\n else null end) as count_survey_responses_30d,\n count(distinct \n case \n when is_finished and {{ fivetran_utils.timestamp_diff(first_date=\"recorded_date\", second_date=dbt.current_timestamp(), datepart=\"day\") }} <= 30 then response_id\n else null end) as count_completed_survey_responses_30d,\n \n -- pivot out distribution channel responses\n {% for distribution_channel in distribution_channels %}\n count(distinct \n case \n when distribution_channel = '{{ distribution_channel }}' then response_id\n else null end) as count_{{ distribution_channel }}_survey_responses,\n count(distinct \n case \n when distribution_channel = '{{ distribution_channel }}' and is_finished then response_id\n else null end) as count_{{ distribution_channel }}_completed_survey_responses,\n {% endfor %}\n\n count(distinct case \n when distribution_channel not in {{ distribution_channels }} then response_id\n else null end) as count_uncategorized_survey_responses,\n count(distinct case \n when is_finished and distribution_channel not in {{ distribution_channels }} then response_id\n else null end) as count_uncategorized_completed_survey_responses\n\n from responses \n group by 1,2\n),\n\ncalc_medians as (\n\n select \n survey_id,\n source_relation,\n median_response_duration_in_seconds,\n median_survey_progress_pct\n \n from (\n select \n survey_id, \n source_relation,\n {{ fivetran_utils.percentile(percentile_field='duration_in_seconds', partition_field='survey_id,source_relation', percent='0.5') }} as median_response_duration_in_seconds,\n {{ fivetran_utils.percentile(percentile_field='progress', partition_field='survey_id,source_relation', percent='0.5') }} as median_survey_progress_pct\n\n from responses\n {% if target.type == 'postgres' %} group by 1,2 {% endif %} -- percentile macro uses an aggregate function on postgres and window functions on other DBs\n ) as rollup_medians\n {% if target.type != 'postgres' %} group by 1,2,3,4 {% endif %} -- roll up if using window function\n),\n\nsurvey_join as (\n\n select\n survey.*,\n coalesce(agg_questions.count_questions, 0) as count_questions,\n\n agg_responses.avg_response_duration_in_seconds,\n calc_medians.median_response_duration_in_seconds,\n agg_responses.avg_survey_progress_pct,\n calc_medians.median_survey_progress_pct,\n coalesce(agg_responses.count_survey_responses, 0) as count_survey_responses,\n coalesce(agg_responses.count_completed_survey_responses, 0) as count_completed_survey_responses,\n coalesce(agg_responses.count_survey_responses_30d, 0) as count_survey_responses_30d,\n coalesce(agg_responses.count_completed_survey_responses_30d, 0) as count_completed_survey_responses_30d,\n\n -- distribution channels\n coalesce(agg_responses.count_anonymous_survey_responses, 0) as count_anonymous_survey_responses,\n coalesce(agg_responses.count_anonymous_completed_survey_responses, 0) as count_anonymous_completed_survey_responses,\n coalesce(agg_responses.count_social_survey_responses, 0) as count_social_media_survey_responses,\n coalesce(agg_responses.count_social_completed_survey_responses, 0) as count_social_media_completed_survey_responses,\n coalesce(agg_responses.count_gl_survey_responses, 0) as count_personal_link_survey_responses,\n coalesce(agg_responses.count_gl_completed_survey_responses, 0) as count_personal_link_completed_survey_responses,\n coalesce(agg_responses.count_qr_survey_responses, 0) as count_qr_code_survey_responses,\n coalesce(agg_responses.count_qr_completed_survey_responses, 0) as count_qr_code_completed_survey_responses,\n coalesce(agg_responses.count_email_survey_responses, 0) as count_email_survey_responses,\n coalesce(agg_responses.count_email_completed_survey_responses, 0) as count_email_completed_survey_responses,\n coalesce(agg_responses.count_smsinvite_survey_responses, 0) as count_sms_survey_responses,\n coalesce(agg_responses.count_smsinvite_completed_survey_responses, 0) as count_sms_completed_survey_responses,\n coalesce(agg_responses.count_uncategorized_survey_responses, 0) as count_uncategorized_survey_responses,\n coalesce(agg_responses.count_uncategorized_completed_survey_responses, 0) as count_uncategorized_completed_survey_responses\n\n from survey \n left join agg_questions\n on survey.survey_id = agg_questions.survey_id\n and survey.source_relation = agg_questions.source_relation\n left join agg_responses\n on survey.survey_id = agg_responses.survey_id\n and survey.source_relation = agg_responses.source_relation\n left join calc_medians \n on survey.survey_id = calc_medians.survey_id\n and survey.source_relation = calc_medians.source_relation\n)\n\nselect *\nfrom survey_join", "doc_blocks": [], "language": "sql", "refs": [{"name": "int_qualtrics__survey", "package": null, "version": null}, {"name": "stg_qualtrics__survey_response", "package": null, "version": null}, {"name": "stg_qualtrics__question", "package": null, "version": null}], "sources": [], "metrics": [], "functions": [], "depends_on": {"macros": ["macro.dbt.current_timestamp", "macro.fivetran_utils.timestamp_diff", "macro.fivetran_utils.percentile"], "nodes": ["model.qualtrics.int_qualtrics__survey", "model.qualtrics.stg_qualtrics__survey_response", "model.qualtrics.stg_qualtrics__question"]}, "compiled_path": "target/compiled/qualtrics/models/qualtrics__survey.sql", "compiled": true, "compiled_code": "with __dbt__cte__int_qualtrics__survey as (\nwith survey as (\n\n select *\n from \"postgres\".\"public_qualtrics_dev\".\"stg_qualtrics__survey\"\n),\n\nqualtrics_user as (\n\n select *\n from \"postgres\".\"public_qualtrics_dev\".\"stg_qualtrics__user\"\n),\n\nsurvey_version as (\n\n select *\n from \"postgres\".\"public_qualtrics_dev\".\"stg_qualtrics__survey_version\"\n),\n\nlatest_version as (\n\n select *\n from survey_version \n where is_published\n),\n\nagg_versions as (\n\n select \n survey_id,\n source_relation,\n count(distinct version_number) as count_published_versions\n from survey_version\n where was_published and not is_deleted\n group by 1,2\n),\n\nsurvey_join as (\n\n select\n\n survey.*,\n latest_version.version_id,\n latest_version.version_number,\n latest_version.version_description,\n latest_version.created_at as survey_version_created_at,\n agg_versions.count_published_versions,\n latest_version.publisher_user_id,\n version_publisher.email as publisher_email, \n creator.email as creator_email,\n owner.email as owner_email\n\n from survey\n left join latest_version\n on survey.survey_id = latest_version.survey_id\n and survey.source_relation = latest_version.source_relation\n left join qualtrics_user as version_publisher\n on latest_version.publisher_user_id = version_publisher.user_id\n and latest_version.source_relation = version_publisher.source_relation\n left join qualtrics_user as owner\n on survey.owner_user_id = owner.user_id\n and survey.source_relation = owner.source_relation\n left join qualtrics_user as creator\n on survey.creator_user_id = creator.user_id\n and survey.source_relation = creator.source_relation\n left join agg_versions \n on survey.survey_id = agg_versions.survey_id\n and survey.source_relation = agg_versions.source_relation\n)\n\nselect *\nfrom survey_join\n), survey as (\n-- contains survey version + associated internal-user data\n select *\n from __dbt__cte__int_qualtrics__survey\n),\n\nresponses as (\n\n select *\n from \"postgres\".\"public_qualtrics_dev\".\"stg_qualtrics__survey_response\"\n),\n\nquestion as (\n\n select *\n from \"postgres\".\"public_qualtrics_dev\".\"stg_qualtrics__question\"\n),\n\nagg_questions as (\n\n select \n survey_id,\n source_relation,\n count(distinct question_id) as count_questions\n from question \n where not coalesce(is_deleted, false)\n group by 1,2\n),\n\nagg_responses as (\n\n \n \n\n select\n survey_id,\n source_relation,\n avg(duration_in_seconds) as avg_response_duration_in_seconds,\n avg(progress) as avg_survey_progress_pct,\n count(distinct response_id) as count_survey_responses,\n count(distinct case when is_finished then response_id else null end) as count_completed_survey_responses,\n count(distinct \n case \n when \n \n\n \n ((now())::date - (recorded_date)::date)\n \n\n\n <= 30 then response_id\n else null end) as count_survey_responses_30d,\n count(distinct \n case \n when is_finished and \n \n\n \n ((now())::date - (recorded_date)::date)\n \n\n\n <= 30 then response_id\n else null end) as count_completed_survey_responses_30d,\n \n -- pivot out distribution channel responses\n \n count(distinct \n case \n when distribution_channel = 'anonymous' then response_id\n else null end) as count_anonymous_survey_responses,\n count(distinct \n case \n when distribution_channel = 'anonymous' and is_finished then response_id\n else null end) as count_anonymous_completed_survey_responses,\n \n count(distinct \n case \n when distribution_channel = 'social' then response_id\n else null end) as count_social_survey_responses,\n count(distinct \n case \n when distribution_channel = 'social' and is_finished then response_id\n else null end) as count_social_completed_survey_responses,\n \n count(distinct \n case \n when distribution_channel = 'gl' then response_id\n else null end) as count_gl_survey_responses,\n count(distinct \n case \n when distribution_channel = 'gl' and is_finished then response_id\n else null end) as count_gl_completed_survey_responses,\n \n count(distinct \n case \n when distribution_channel = 'qr' then response_id\n else null end) as count_qr_survey_responses,\n count(distinct \n case \n when distribution_channel = 'qr' and is_finished then response_id\n else null end) as count_qr_completed_survey_responses,\n \n count(distinct \n case \n when distribution_channel = 'email' then response_id\n else null end) as count_email_survey_responses,\n count(distinct \n case \n when distribution_channel = 'email' and is_finished then response_id\n else null end) as count_email_completed_survey_responses,\n \n count(distinct \n case \n when distribution_channel = 'smsinvite' then response_id\n else null end) as count_smsinvite_survey_responses,\n count(distinct \n case \n when distribution_channel = 'smsinvite' and is_finished then response_id\n else null end) as count_smsinvite_completed_survey_responses,\n \n\n count(distinct case \n when distribution_channel not in ('anonymous', 'social', 'gl', 'qr', 'email', 'smsinvite') then response_id\n else null end) as count_uncategorized_survey_responses,\n count(distinct case \n when is_finished and distribution_channel not in ('anonymous', 'social', 'gl', 'qr', 'email', 'smsinvite') then response_id\n else null end) as count_uncategorized_completed_survey_responses\n\n from responses \n group by 1,2\n),\n\ncalc_medians as (\n\n select \n survey_id,\n source_relation,\n median_response_duration_in_seconds,\n median_survey_progress_pct\n \n from (\n select \n survey_id, \n source_relation,\n \n\n percentile_cont( \n 0.5 )\n within group ( order by duration_in_seconds )\n /* have to group by partition field */\n\n as median_response_duration_in_seconds,\n \n\n percentile_cont( \n 0.5 )\n within group ( order by progress )\n /* have to group by partition field */\n\n as median_survey_progress_pct\n\n from responses\n group by 1,2 -- percentile macro uses an aggregate function on postgres and window functions on other DBs\n ) as rollup_medians\n -- roll up if using window function\n),\n\nsurvey_join as (\n\n select\n survey.*,\n coalesce(agg_questions.count_questions, 0) as count_questions,\n\n agg_responses.avg_response_duration_in_seconds,\n calc_medians.median_response_duration_in_seconds,\n agg_responses.avg_survey_progress_pct,\n calc_medians.median_survey_progress_pct,\n coalesce(agg_responses.count_survey_responses, 0) as count_survey_responses,\n coalesce(agg_responses.count_completed_survey_responses, 0) as count_completed_survey_responses,\n coalesce(agg_responses.count_survey_responses_30d, 0) as count_survey_responses_30d,\n coalesce(agg_responses.count_completed_survey_responses_30d, 0) as count_completed_survey_responses_30d,\n\n -- distribution channels\n coalesce(agg_responses.count_anonymous_survey_responses, 0) as count_anonymous_survey_responses,\n coalesce(agg_responses.count_anonymous_completed_survey_responses, 0) as count_anonymous_completed_survey_responses,\n coalesce(agg_responses.count_social_survey_responses, 0) as count_social_media_survey_responses,\n coalesce(agg_responses.count_social_completed_survey_responses, 0) as count_social_media_completed_survey_responses,\n coalesce(agg_responses.count_gl_survey_responses, 0) as count_personal_link_survey_responses,\n coalesce(agg_responses.count_gl_completed_survey_responses, 0) as count_personal_link_completed_survey_responses,\n coalesce(agg_responses.count_qr_survey_responses, 0) as count_qr_code_survey_responses,\n coalesce(agg_responses.count_qr_completed_survey_responses, 0) as count_qr_code_completed_survey_responses,\n coalesce(agg_responses.count_email_survey_responses, 0) as count_email_survey_responses,\n coalesce(agg_responses.count_email_completed_survey_responses, 0) as count_email_completed_survey_responses,\n coalesce(agg_responses.count_smsinvite_survey_responses, 0) as count_sms_survey_responses,\n coalesce(agg_responses.count_smsinvite_completed_survey_responses, 0) as count_sms_completed_survey_responses,\n coalesce(agg_responses.count_uncategorized_survey_responses, 0) as count_uncategorized_survey_responses,\n coalesce(agg_responses.count_uncategorized_completed_survey_responses, 0) as count_uncategorized_completed_survey_responses\n\n from survey \n left join agg_questions\n on survey.survey_id = agg_questions.survey_id\n and survey.source_relation = agg_questions.source_relation\n left join agg_responses\n on survey.survey_id = agg_responses.survey_id\n and survey.source_relation = agg_responses.source_relation\n left join calc_medians \n on survey.survey_id = calc_medians.survey_id\n and survey.source_relation = calc_medians.source_relation\n)\n\nselect *\nfrom survey_join", "extra_ctes_injected": true, "extra_ctes": [{"id": "model.qualtrics.int_qualtrics__survey", "sql": " __dbt__cte__int_qualtrics__survey as (\nwith survey as (\n\n select *\n from \"postgres\".\"public_qualtrics_dev\".\"stg_qualtrics__survey\"\n),\n\nqualtrics_user as (\n\n select *\n from \"postgres\".\"public_qualtrics_dev\".\"stg_qualtrics__user\"\n),\n\nsurvey_version as (\n\n select *\n from \"postgres\".\"public_qualtrics_dev\".\"stg_qualtrics__survey_version\"\n),\n\nlatest_version as (\n\n select *\n from survey_version \n where is_published\n),\n\nagg_versions as (\n\n select \n survey_id,\n source_relation,\n count(distinct version_number) as count_published_versions\n from survey_version\n where was_published and not is_deleted\n group by 1,2\n),\n\nsurvey_join as (\n\n select\n\n survey.*,\n latest_version.version_id,\n latest_version.version_number,\n latest_version.version_description,\n latest_version.created_at as survey_version_created_at,\n agg_versions.count_published_versions,\n latest_version.publisher_user_id,\n version_publisher.email as publisher_email, \n creator.email as creator_email,\n owner.email as owner_email\n\n from survey\n left join latest_version\n on survey.survey_id = latest_version.survey_id\n and survey.source_relation = latest_version.source_relation\n left join qualtrics_user as version_publisher\n on latest_version.publisher_user_id = version_publisher.user_id\n and latest_version.source_relation = version_publisher.source_relation\n left join qualtrics_user as owner\n on survey.owner_user_id = owner.user_id\n and survey.source_relation = owner.source_relation\n left join qualtrics_user as creator\n on survey.creator_user_id = creator.user_id\n and survey.source_relation = creator.source_relation\n left join agg_versions \n on survey.survey_id = agg_versions.survey_id\n and survey.source_relation = agg_versions.source_relation\n)\n\nselect *\nfrom survey_join\n)"}], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null, "primary_key": [], "time_spine": null}, "model.qualtrics.stg_qualtrics__directory_contact": {"database": "postgres", "schema": "public_qualtrics_dev", "name": "stg_qualtrics__directory_contact", "resource_type": "model", "package_name": "qualtrics", "path": "staging/stg_qualtrics__directory_contact.sql", "original_file_path": "models/staging/stg_qualtrics__directory_contact.sql", "unique_id": "model.qualtrics.stg_qualtrics__directory_contact", "fqn": ["qualtrics", "staging", "stg_qualtrics__directory_contact"], "alias": "stg_qualtrics__directory_contact", "checksum": {"name": "sha256", "checksum": "06a4b7054e7b49865e83c9dae9d426ad0ff02d5e05cdeaf5ba89b7daec7292b9"}, "config": {"enabled": true, "alias": null, "schema": "qualtrics_dev", "database": null, "tags": ["qualtrics", "fivetran_package", "staging"], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "batch_size": null, "lookback": 1, "begin": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "event_time": null, "concurrent_batches": null, "access": "protected", "freshness": null}, "tags": ["qualtrics", "fivetran_package", "staging"], "description": "Tablle relating contacts to the directories they are a part of.", "columns": {"_fivetran_synced": {"name": "_fivetran_synced", "description": "The time when a record was last updated by Fivetran.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics._fivetran_synced"]}, "created_at": {"name": "created_at", "description": "The creation date and time of the record, expressed as an ISO 8601 value.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.creation_date"]}, "directory_id": {"name": "directory_id", "description": "The directory ID, also known as a pool ID. Example - POOL_012345678901234", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.directory_id"]}, "unsubscribed_from_directory_at": {"name": "unsubscribed_from_directory_at", "description": "Date and time the user opted out of the directory.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.directory_unsubscribe_date"]}, "is_unsubscribed_from_directory": {"name": "is_unsubscribed_from_directory", "description": "Boolean indicating whether the contact unsubscribed from all contact from the Directory.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.directory_unsubscribed"]}, "email": {"name": "email", "description": "Contact's email address. Must be in proper email format.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.contact_email"]}, "email_domain": {"name": "email_domain", "description": "Domain of the contact's email address.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.email_domain"]}, "ext_ref": {"name": "ext_ref", "description": "The external reference for the contact.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.ext_ref"]}, "first_name": {"name": "first_name", "description": "Contact's first name.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.contact_first_name"]}, "contact_id": {"name": "contact_id", "description": "The ID for the contact. Example - CID_012345678901234", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.contact_id"]}, "language": {"name": "language", "description": "The user's default language.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.language"]}, "last_modified_at": {"name": "last_modified_at", "description": "The point in time when the record was last modified.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.last_modified_date"]}, "last_name": {"name": "last_name", "description": "Contact's surname.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.contact_last_name"]}, "phone": {"name": "phone", "description": "Contact's phone number.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.phone"]}, "source_relation": {"name": "source_relation", "description": "The schema or database this record came from if you are making use of the qualtrics_union_schemas or qualtrics_union_databases variables, respectively. Empty string if you are not using either of these variables to union together multiple Qualtrics connectors.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.source_relation"]}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "qualtrics://models/staging/stg_qualtrics.yml", "build_path": null, "unrendered_config": {"tags": ["staging"], "schema": "qualtrics_{{ var('directed_schema','dev') }}", "materialized": "table"}, "created_at": 1768514435.25379, "relation_name": "\"postgres\".\"public_qualtrics_dev\".\"stg_qualtrics__directory_contact\"", "raw_code": "with base as (\n\n select * \n from {{ ref('stg_qualtrics__directory_contact_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_qualtrics__directory_contact_tmp')),\n staging_columns=get_directory_contact_columns()\n )\n }}\n\n {{ fivetran_utils.source_relation(\n union_schema_variable='qualtrics_union_schemas', \n union_database_variable='qualtrics_union_databases') \n }}\n \n from base\n),\n\nfinal as (\n \n select \n cast(creation_date as {{ dbt.type_timestamp() }}) as created_at,\n directory_id,\n cast(directory_unsubscribe_date as {{ dbt.type_timestamp() }}) as unsubscribed_from_directory_at,\n cast(directory_unsubscribed as {{ dbt.type_boolean() }}) as is_unsubscribed_from_directory,\n lower(email) as email,\n lower(email_domain) as email_domain,\n ext_ref,\n first_name,\n last_name,\n REGEXP_REPLACE(phone, '[^0-9]', '') AS phone, -- remove any non-numeric chars\n id as contact_id,\n language,\n cast(last_modified as {{ dbt.type_timestamp() }}) as last_modified_at,\n _fivetran_synced,\n source_relation\n\n {{ fivetran_utils.fill_pass_through_columns('qualtrics__directory_contact_pass_through_columns') }}\n\n from fields\n)\n\nselect *\nfrom final", "doc_blocks": [], "language": "sql", "refs": [{"name": "stg_qualtrics__directory_contact_tmp", "package": null, "version": null}, {"name": "stg_qualtrics__directory_contact_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "functions": [], "depends_on": {"macros": ["macro.qualtrics.get_directory_contact_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_timestamp", "macro.dbt.type_boolean", "macro.fivetran_utils.fill_pass_through_columns"], "nodes": ["model.qualtrics.stg_qualtrics__directory_contact_tmp"]}, "compiled_path": "target/compiled/qualtrics/models/staging/stg_qualtrics__directory_contact.sql", "compiled": true, "compiled_code": "with base as (\n\n select * \n from \"postgres\".\"public_qualtrics_dev\".\"stg_qualtrics__directory_contact_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 creation_date\n \n as \n \n creation_date\n \n, \n \n \n directory_id\n \n as \n \n directory_id\n \n, \n \n \n directory_unsubscribe_date\n \n as \n \n directory_unsubscribe_date\n \n, \n \n \n directory_unsubscribed\n \n as \n \n directory_unsubscribed\n \n, \n \n \n email\n \n as \n \n email\n \n, \n \n \n email_domain\n \n as \n \n email_domain\n \n, \n \n \n ext_ref\n \n as \n \n ext_ref\n \n, \n \n \n first_name\n \n as \n \n first_name\n \n, \n \n \n id\n \n as \n \n id\n \n, \n \n \n language\n \n as \n \n language\n \n, \n \n \n last_modified\n \n as \n \n last_modified\n \n, \n \n \n last_name\n \n as \n \n last_name\n \n, \n \n \n phone\n \n as \n \n phone\n \n\n\n\n\n \n\n\n, cast('' as TEXT) as source_relation\n\n\n\n \n from base\n),\n\nfinal as (\n \n select \n cast(creation_date as timestamp) as created_at,\n directory_id,\n cast(directory_unsubscribe_date as timestamp) as unsubscribed_from_directory_at,\n cast(directory_unsubscribed as boolean) as is_unsubscribed_from_directory,\n lower(email) as email,\n lower(email_domain) as email_domain,\n ext_ref,\n first_name,\n last_name,\n REGEXP_REPLACE(phone, '[^0-9]', '') AS phone, -- remove any non-numeric chars\n id as contact_id,\n language,\n cast(last_modified as timestamp) as last_modified_at,\n _fivetran_synced,\n source_relation\n\n \n\n\n\n\n\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, "primary_key": [], "time_spine": null}, "model.qualtrics.stg_qualtrics__core_contact": {"database": "postgres", "schema": "public_qualtrics_dev", "name": "stg_qualtrics__core_contact", "resource_type": "model", "package_name": "qualtrics", "path": "staging/stg_qualtrics__core_contact.sql", "original_file_path": "models/staging/stg_qualtrics__core_contact.sql", "unique_id": "model.qualtrics.stg_qualtrics__core_contact", "fqn": ["qualtrics", "staging", "stg_qualtrics__core_contact"], "alias": "stg_qualtrics__core_contact", "checksum": {"name": "sha256", "checksum": "e4778ce34ab2e2135af003cd77f220d5a6aa3e9788d8e064ccf1c7abfef4d15f"}, "config": {"enabled": true, "alias": null, "schema": "qualtrics_dev", "database": null, "tags": ["qualtrics", "fivetran_package", "staging"], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "batch_size": null, "lookback": 1, "begin": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "event_time": null, "concurrent_batches": null, "access": "protected", "freshness": null}, "tags": ["qualtrics", "fivetran_package", "staging"], "description": "Research Core contacts (non-XM directory).", "columns": {"_fivetran_synced": {"name": "_fivetran_synced", "description": "The time when a record was last updated by Fivetran.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics._fivetran_synced"]}, "contact_id": {"name": "contact_id", "description": "Mailing List Contact ID (different from `contact_id`). ex: `MLRP_*`", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.mailing_list_contact_id"]}, "mailing_list_id": {"name": "mailing_list_id", "description": "The ID for the mailing list.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.mailing_list_id"]}, "first_name": {"name": "first_name", "description": "Contact's first name.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.contact_first_name"]}, "last_name": {"name": "last_name", "description": "Contact's surname.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.contact_last_name"]}, "email": {"name": "email", "description": "Contact's email address. Must be in proper email format.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.contact_email"]}, "external_data_reference": {"name": "external_data_reference", "description": "The external reference for the contact.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.ext_ref"]}, "language": {"name": "language", "description": "The user's default language.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.language"]}, "is_unsubscribed": {"name": "is_unsubscribed", "description": "Boolean indicating if the user unsubscribed.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.unsubscribed"]}, "is_deleted": {"name": "is_deleted", "description": "Boolean representing whether the record was soft-deleted in Qualtrics.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics._fivetran_deleted"]}, "source_relation": {"name": "source_relation", "description": "The schema or database this record came from if you are making use of the qualtrics_union_schemas or qualtrics_union_databases variables, respectively. Empty string if you are not using either of these variables to union together multiple Qualtrics connectors.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.source_relation"]}, "email_domain": {"name": "email_domain", "description": "Domain of the contact's email address.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.email_domain"]}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "qualtrics://models/staging/stg_qualtrics.yml", "build_path": null, "unrendered_config": {"tags": ["staging"], "schema": "qualtrics_{{ var('directed_schema','dev') }}", "materialized": "table", "enabled": true}, "created_at": 1768514435.2601385, "relation_name": "\"postgres\".\"public_qualtrics_dev\".\"stg_qualtrics__core_contact\"", "raw_code": "{{ config(enabled=var('qualtrics__using_core_contacts', false)) }}\n\nwith base as (\n\n select * \n from {{ ref('stg_qualtrics__core_contact_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_qualtrics__core_contact_tmp')),\n staging_columns=get_core_contact_columns()\n )\n }}\n \n {{ fivetran_utils.source_relation(\n union_schema_variable='qualtrics_union_schemas', \n union_database_variable='qualtrics_union_databases') \n }}\n \n from base\n),\n\nfinal as (\n \n select \n id as contact_id,\n mailing_list_id,\n first_name,\n last_name,\n lower(email) as email,\n {{ dbt.split_part('email', \"'@'\", 2) }} as email_domain,\n external_data_reference,\n language,\n cast(unsubscribed as {{ dbt.type_boolean() }}) as is_unsubscribed,\n cast(_fivetran_deleted as {{ dbt.type_boolean() }}) as is_deleted,\n _fivetran_synced,\n source_relation\n\n {{ fivetran_utils.fill_pass_through_columns('qualtrics__core_contact_pass_through_columns') }}\n\n from fields\n)\n\nselect *\nfrom final", "doc_blocks": [], "language": "sql", "refs": [{"name": "stg_qualtrics__core_contact_tmp", "package": null, "version": null}, {"name": "stg_qualtrics__core_contact_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "functions": [], "depends_on": {"macros": ["macro.qualtrics.get_core_contact_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.split_part", "macro.dbt.type_boolean", "macro.fivetran_utils.fill_pass_through_columns"], "nodes": ["model.qualtrics.stg_qualtrics__core_contact_tmp"]}, "compiled_path": "target/compiled/qualtrics/models/staging/stg_qualtrics__core_contact.sql", "compiled": true, "compiled_code": "\n\nwith base as (\n\n select * \n from \"postgres\".\"public_qualtrics_dev\".\"stg_qualtrics__core_contact_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 id\n \n as \n \n id\n \n, \n \n \n mailing_list_id\n \n as \n \n mailing_list_id\n \n, \n \n \n first_name\n \n as \n \n first_name\n \n, \n \n \n last_name\n \n as \n \n last_name\n \n, \n \n \n email\n \n as \n \n email\n \n, \n \n \n external_data_reference\n \n as \n \n external_data_reference\n \n, \n \n \n language\n \n as \n \n language\n \n, \n \n \n unsubscribed\n \n as \n \n unsubscribed\n \n, \n \n \n _fivetran_deleted\n \n as \n \n _fivetran_deleted\n \n\n\n\n \n \n\n\n, cast('' as TEXT) as source_relation\n\n\n\n \n from base\n),\n\nfinal as (\n \n select \n id as contact_id,\n mailing_list_id,\n first_name,\n last_name,\n lower(email) as email,\n \n\n \n \n\n split_part(\n email,\n '@',\n 2\n )\n\n\n \n\n as email_domain,\n external_data_reference,\n language,\n cast(unsubscribed as boolean) as is_unsubscribed,\n cast(_fivetran_deleted as boolean) as is_deleted,\n _fivetran_synced,\n source_relation\n\n \n\n\n\n\n\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, "primary_key": [], "time_spine": null}, "model.qualtrics.stg_qualtrics__survey": {"database": "postgres", "schema": "public_qualtrics_dev", "name": "stg_qualtrics__survey", "resource_type": "model", "package_name": "qualtrics", "path": "staging/stg_qualtrics__survey.sql", "original_file_path": "models/staging/stg_qualtrics__survey.sql", "unique_id": "model.qualtrics.stg_qualtrics__survey", "fqn": ["qualtrics", "staging", "stg_qualtrics__survey"], "alias": "stg_qualtrics__survey", "checksum": {"name": "sha256", "checksum": "105d47ac40ecc484fdd8e5b3289df817a620bc00580e4cc3513b6732e0378fdc"}, "config": {"enabled": true, "alias": null, "schema": "qualtrics_dev", "database": null, "tags": ["qualtrics", "fivetran_package", "staging"], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "batch_size": null, "lookback": 1, "begin": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "event_time": null, "concurrent_batches": null, "access": "protected", "freshness": null}, "tags": ["qualtrics", "fivetran_package", "staging"], "description": "Qualtrics survey.", "columns": {"is_deleted": {"name": "is_deleted", "description": "Boolean representing whether the record was soft-deleted in Qualtrics.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics._fivetran_deleted"]}, "_fivetran_synced": {"name": "_fivetran_synced", "description": "The time when a record was last updated by Fivetran.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics._fivetran_synced"]}, "auto_scoring_category": {"name": "auto_scoring_category", "description": "The automated scoring category.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.auto_scoring_category"]}, "brand_base_url": {"name": "brand_base_url", "description": "Base url for the organization/brand.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.brand_base_url"]}, "brand_id": {"name": "brand_id", "description": "Unique ID of the organization/brand.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.brand_id"]}, "bundle_short_name": {"name": "bundle_short_name", "description": "Short name for the content bundle that the survey is from.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.bundle_short_name"]}, "composition_type": {"name": "composition_type", "description": "Survey composition type.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.composition_type"]}, "creator_user_id": {"name": "creator_user_id", "description": "The unique identifier for a specific `USER` who created the survey.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.creator_id"]}, "default_scoring_category": {"name": "default_scoring_category", "description": "The default scoring category.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.default_scoring_category"]}, "division_id": {"name": "division_id", "description": "The unique identifier for the Division ID. Match pattern = ^DV_[0-9a-zA-Z]{11,15}$", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.division_id"]}, "survey_id": {"name": "survey_id", "description": "The unique identifier for this survey. Match pattern = ^SV_[a-zA-Z0-9]{11,15}$", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.survey_id"]}, "last_accessed_at": {"name": "last_accessed_at", "description": "The date the survey was last accessed.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.last_accessed"]}, "last_activated_at": {"name": "last_activated_at", "description": "The date the survey was last activated.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.last_activated"]}, "last_modified_at": {"name": "last_modified_at", "description": "The point in time when the record was last modified.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.last_modified_date"]}, "owner_user_id": {"name": "owner_user_id", "description": "The unique identifier for a specific user who owns this.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.owner_id"]}, "project_category": {"name": "project_category", "description": "Project category of the survey.\n\nAllowed values - `CORE`, `CX`, `EX`, `BX`, `PX`", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.project_category"]}, "project_type": {"name": "project_type", "description": "Type of [Qualtrics project](https://www.qualtrics.com/support/survey-platform/my-projects/my-projects-overview/#SelectingProjectType). Match pattern = ^[a-zA-Z]+$", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.project_type"]}, "registry_sha": {"name": "registry_sha", "description": "The survey registry SHA.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.registry_sha"]}, "registry_version": {"name": "registry_version", "description": "The survey registry version.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.registry_version"]}, "schema_version": {"name": "schema_version", "description": "Qualtrics schema version.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.schema_version"]}, "scoring_summary_after_questions": {"name": "scoring_summary_after_questions", "description": "Boolean representing whether the scoring summary is after questions.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.scoring_summary_after_questions"]}, "scoring_summary_after_survey": {"name": "scoring_summary_after_survey", "description": "Boolean representing whether the scoring summary is after the survey.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.scoring_summary_after_survey"]}, "scoring_summary_category": {"name": "scoring_summary_category", "description": "The unique identifier for the scoring.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.scoring_summary_category"]}, "survey_name": {"name": "survey_name", "description": "Name of the survey.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.survey_name"]}, "survey_status": {"name": "survey_status", "description": "The distribution status of the survey, or a flag indicating that it's a library block\n\nAllowed values - `Inactive`, `Active`, `Pending`, `LibBlock`, `Deactive`, `Temporary`", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.survey_status"]}, "source_relation": {"name": "source_relation", "description": "The schema or database this record came from if you are making use of the qualtrics_union_schemas or qualtrics_union_databases variables, respectively. Empty string if you are not using either of these variables to union together multiple Qualtrics connectors.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.source_relation"]}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "qualtrics://models/staging/stg_qualtrics.yml", "build_path": null, "unrendered_config": {"tags": ["staging"], "schema": "qualtrics_{{ var('directed_schema','dev') }}", "materialized": "table"}, "created_at": 1768514435.2385285, "relation_name": "\"postgres\".\"public_qualtrics_dev\".\"stg_qualtrics__survey\"", "raw_code": "with base as (\n\n select * \n from {{ ref('stg_qualtrics__survey_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_qualtrics__survey_tmp')),\n staging_columns=get_survey_columns()\n )\n }}\n\n {{ fivetran_utils.source_relation(\n union_schema_variable='qualtrics_union_schemas', \n union_database_variable='qualtrics_union_databases') \n }}\n \n from base\n),\n\nfinal as (\n \n select \n id as survey_id,\n survey_name,\n survey_status,\n brand_base_url,\n brand_id,\n bundle_short_name,\n composition_type,\n auto_scoring_category,\n default_scoring_category,\n division_id,\n creator_id as creator_user_id,\n owner_id as owner_user_id,\n project_category,\n project_type,\n registry_sha,\n registry_version,\n schema_version,\n scoring_summary_after_questions,\n scoring_summary_after_survey,\n scoring_summary_category,\n cast(last_accessed as {{ dbt.type_timestamp() }}) as last_accessed_at,\n cast(last_activated as {{ dbt.type_timestamp() }}) as last_activated_at,\n cast(last_modified as {{ dbt.type_timestamp() }}) as last_modified_at,\n cast(_fivetran_deleted as {{ dbt.type_boolean() }}) as is_deleted,\n _fivetran_synced,\n source_relation\n\n {{ fivetran_utils.fill_pass_through_columns('qualtrics__survey_pass_through_columns') }}\n\n from fields\n)\n\nselect *\nfrom final", "doc_blocks": [], "language": "sql", "refs": [{"name": "stg_qualtrics__survey_tmp", "package": null, "version": null}, {"name": "stg_qualtrics__survey_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "functions": [], "depends_on": {"macros": ["macro.qualtrics.get_survey_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_timestamp", "macro.dbt.type_boolean", "macro.fivetran_utils.fill_pass_through_columns"], "nodes": ["model.qualtrics.stg_qualtrics__survey_tmp"]}, "compiled_path": "target/compiled/qualtrics/models/staging/stg_qualtrics__survey.sql", "compiled": true, "compiled_code": "with base as (\n\n select * \n from \"postgres\".\"public_qualtrics_dev\".\"stg_qualtrics__survey_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 auto_scoring_category\n \n as \n \n auto_scoring_category\n \n, \n \n \n brand_base_url\n \n as \n \n brand_base_url\n \n, \n \n \n brand_id\n \n as \n \n brand_id\n \n, \n \n \n bundle_short_name\n \n as \n \n bundle_short_name\n \n, \n \n \n composition_type\n \n as \n \n composition_type\n \n, \n \n \n creator_id\n \n as \n \n creator_id\n \n, \n \n \n default_scoring_category\n \n as \n \n default_scoring_category\n \n, \n \n \n division_id\n \n as \n \n division_id\n \n, \n \n \n id\n \n as \n \n id\n \n, \n \n \n last_accessed\n \n as \n \n last_accessed\n \n, \n \n \n last_activated\n \n as \n \n last_activated\n \n, \n \n \n last_modified\n \n as \n \n last_modified\n \n, \n \n \n owner_id\n \n as \n \n owner_id\n \n, \n \n \n project_category\n \n as \n \n project_category\n \n, \n \n \n project_type\n \n as \n \n project_type\n \n, \n \n \n registry_sha\n \n as \n \n registry_sha\n \n, \n \n \n registry_version\n \n as \n \n registry_version\n \n, \n \n \n schema_version\n \n as \n \n schema_version\n \n, \n \n \n scoring_summary_after_questions\n \n as \n \n scoring_summary_after_questions\n \n, \n \n \n scoring_summary_after_survey\n \n as \n \n scoring_summary_after_survey\n \n, \n \n \n scoring_summary_category\n \n as \n \n scoring_summary_category\n \n, \n \n \n survey_name\n \n as \n \n survey_name\n \n, \n \n \n survey_status\n \n as \n \n survey_status\n \n\n\n\n\n \n\n\n, cast('' as TEXT) as source_relation\n\n\n\n \n from base\n),\n\nfinal as (\n \n select \n id as survey_id,\n survey_name,\n survey_status,\n brand_base_url,\n brand_id,\n bundle_short_name,\n composition_type,\n auto_scoring_category,\n default_scoring_category,\n division_id,\n creator_id as creator_user_id,\n owner_id as owner_user_id,\n project_category,\n project_type,\n registry_sha,\n registry_version,\n schema_version,\n scoring_summary_after_questions,\n scoring_summary_after_survey,\n scoring_summary_category,\n cast(last_accessed as timestamp) as last_accessed_at,\n cast(last_activated as timestamp) as last_activated_at,\n cast(last_modified as timestamp) as last_modified_at,\n cast(_fivetran_deleted as boolean) as is_deleted,\n _fivetran_synced,\n source_relation\n\n \n\n\n\n\n\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, "primary_key": [], "time_spine": null}, "model.qualtrics.stg_qualtrics__distribution": {"database": "postgres", "schema": "public_qualtrics_dev", "name": "stg_qualtrics__distribution", "resource_type": "model", "package_name": "qualtrics", "path": "staging/stg_qualtrics__distribution.sql", "original_file_path": "models/staging/stg_qualtrics__distribution.sql", "unique_id": "model.qualtrics.stg_qualtrics__distribution", "fqn": ["qualtrics", "staging", "stg_qualtrics__distribution"], "alias": "stg_qualtrics__distribution", "checksum": {"name": "sha256", "checksum": "ce489ccae45953a4225661e50d5d39d679f880f98f7869bd1057ef4ff2c81335"}, "config": {"enabled": true, "alias": null, "schema": "qualtrics_dev", "database": null, "tags": ["qualtrics", "fivetran_package", "staging"], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "batch_size": null, "lookback": 1, "begin": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "event_time": null, "concurrent_batches": null, "access": "protected", "freshness": null}, "tags": ["qualtrics", "fivetran_package", "staging"], "description": "Use distributions to reach out to contacts in the XM Directory platform, with or without a survey attached.", "columns": {"is_deleted": {"name": "is_deleted", "description": "Boolean representing whether the record was soft-deleted in Qualtrics.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics._fivetran_deleted"]}, "_fivetran_synced": {"name": "_fivetran_synced", "description": "The time when a record was last updated by Fivetran.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics._fivetran_synced"]}, "created_at": {"name": "created_at", "description": "The creation date and time of the record, expressed as an ISO 8601 value.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.creation_date"]}, "header_from_email": {"name": "header_from_email", "description": "Email from address.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.header_from_email"]}, "header_from_name": {"name": "header_from_name", "description": "Email from name.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.header_from_name"]}, "header_reply_to_email": {"name": "header_reply_to_email", "description": "Email reply-to address.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.header_reply_to_email"]}, "header_subject": {"name": "header_subject", "description": "Email subject; text or message id (MS_).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.header_subject"]}, "distribution_id": {"name": "distribution_id", "description": "The unique Distribution ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.distribution_id"]}, "message_library_id": {"name": "message_library_id", "description": "Library ID of the message.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.message_library_id"]}, "message_id": {"name": "message_id", "description": "The ID for the desired library message.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.message_message_id"]}, "message_text": {"name": "message_text", "description": "Text of the message to send.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.message_message_text"]}, "last_modified_at": {"name": "last_modified_at", "description": "The point in time when the record was last modified.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.last_modified_date"]}, "organization_id": {"name": "organization_id", "description": "ID of the organization/brand this record belongs to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.organization_id"]}, "owner_user_id": {"name": "owner_user_id", "description": "The unique identifier for a specific user who owns this.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.owner_id"]}, "parent_distribution_id": {"name": "parent_distribution_id", "description": "The unique ID of the parent distribution.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.parent_distribution_id"]}, "recipient_contact_id": {"name": "recipient_contact_id", "description": "The contact ID of the recipient. Can point to `directory_contact` or `core_contact`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.recipient_contact_id"]}, "recipient_library_id": {"name": "recipient_library_id", "description": "Library ID of the message.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.recipient_library_id"]}, "recipient_mailing_list_id": {"name": "recipient_mailing_list_id", "description": "The mailing list or contact group associated with the distribution(s). Can point to `directory_mailing_list` or `core_mailing_list`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.recipient_mailing_list_id"]}, "recipient_sample_id": {"name": "recipient_sample_id", "description": "The ID for the desired sample. Can point to `directory_sample` or `core_sample` (not included in package).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.recipient_sample_id"]}, "request_status": {"name": "request_status", "description": "The distribution's status. States include `Pending` and `Done`. The Pending state is for email that is scheduled to be sent at a later time.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.request_status"]}, "request_type": {"name": "request_type", "description": "The distribution's type. Types include `Invite`, `Reminder`, and `ThankYou`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.request_type"]}, "send_at": {"name": "send_at", "description": "The date and time the request will be or was sent (in ISO 8601 format). Note that this date and time could be in the future if the email distribution is scheduled to send after a delay.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.send_date"]}, "survey_link_expires_at": {"name": "survey_link_expires_at", "description": "The expiration date for the link associated with the survey distribution. Null if `request_type` != `Invite`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.survey_link_expiration_date"]}, "survey_link_type": {"name": "survey_link_type", "description": "The link type (`Individual`, `Anonymous`, or `Multiple`) for the link associated with the survey distribution. Null if `request_type` != `Invite`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.survey_link_link_type"]}, "survey_id": {"name": "survey_id", "description": "The unique survey ID. Will be non-null even if `request_type` != `Invite`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.survey_link_survey_id"]}, "source_relation": {"name": "source_relation", "description": "The schema or database this record came from if you are making use of the qualtrics_union_schemas or qualtrics_union_databases variables, respectively. Empty string if you are not using either of these variables to union together multiple Qualtrics connectors.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.source_relation"]}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "qualtrics://models/staging/stg_qualtrics.yml", "build_path": null, "unrendered_config": {"tags": ["staging"], "schema": "qualtrics_{{ var('directed_schema','dev') }}", "materialized": "table"}, "created_at": 1768514435.2555628, "relation_name": "\"postgres\".\"public_qualtrics_dev\".\"stg_qualtrics__distribution\"", "raw_code": "with base as (\n\n select * \n from {{ ref('stg_qualtrics__distribution_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_qualtrics__distribution_tmp')),\n staging_columns=get_distribution_columns()\n )\n }}\n\n {{ fivetran_utils.source_relation(\n union_schema_variable='qualtrics_union_schemas', \n union_database_variable='qualtrics_union_databases') \n }}\n \n from base\n),\n\nfinal as (\n \n select \n cast(created_date as {{ dbt.type_timestamp() }}) as created_at,\n header_from_email,\n header_from_name,\n header_reply_to_email,\n header_subject,\n id as distribution_id,\n message_library_id,\n message_message_id as message_id,\n message_message_text as message_text,\n cast(modified_date as {{ dbt.type_timestamp() }}) as last_modified_at,\n organization_id,\n owner_id as owner_user_id,\n parent_distribution_id,\n recipient_contact_id,\n recipient_library_id,\n recipient_mailing_list_id,\n recipient_sample_id,\n request_status,\n request_type,\n cast(send_date as {{ dbt.type_timestamp() }}) as send_at,\n cast(survey_link_expiration_date as {{ dbt.type_timestamp() }}) as survey_link_expires_at,\n survey_link_link_type as survey_link_type,\n survey_link_survey_id as survey_id,\n cast(_fivetran_deleted as {{ dbt.type_boolean() }}) as is_deleted,\n _fivetran_synced,\n source_relation\n\n {{ fivetran_utils.fill_pass_through_columns('qualtrics__distribution_pass_through_columns') }}\n\n from fields\n)\n\nselect *\nfrom final", "doc_blocks": [], "language": "sql", "refs": [{"name": "stg_qualtrics__distribution_tmp", "package": null, "version": null}, {"name": "stg_qualtrics__distribution_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "functions": [], "depends_on": {"macros": ["macro.qualtrics.get_distribution_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_timestamp", "macro.dbt.type_boolean", "macro.fivetran_utils.fill_pass_through_columns"], "nodes": ["model.qualtrics.stg_qualtrics__distribution_tmp"]}, "compiled_path": "target/compiled/qualtrics/models/staging/stg_qualtrics__distribution.sql", "compiled": true, "compiled_code": "with base as (\n\n select * \n from \"postgres\".\"public_qualtrics_dev\".\"stg_qualtrics__distribution_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 created_date\n \n as \n \n created_date\n \n, \n \n \n header_from_email\n \n as \n \n header_from_email\n \n, \n \n \n header_from_name\n \n as \n \n header_from_name\n \n, \n \n \n header_reply_to_email\n \n as \n \n header_reply_to_email\n \n, \n \n \n header_subject\n \n as \n \n header_subject\n \n, \n \n \n id\n \n as \n \n id\n \n, \n \n \n message_library_id\n \n as \n \n message_library_id\n \n, \n \n \n message_message_id\n \n as \n \n message_message_id\n \n, \n \n \n message_message_text\n \n as \n \n message_message_text\n \n, \n \n \n modified_date\n \n as \n \n modified_date\n \n, \n \n \n organization_id\n \n as \n \n organization_id\n \n, \n \n \n owner_id\n \n as \n \n owner_id\n \n, \n \n \n parent_distribution_id\n \n as \n \n parent_distribution_id\n \n, \n \n \n recipient_contact_id\n \n as \n \n recipient_contact_id\n \n, \n \n \n recipient_library_id\n \n as \n \n recipient_library_id\n \n, \n \n \n recipient_mailing_list_id\n \n as \n \n recipient_mailing_list_id\n \n, \n \n \n recipient_sample_id\n \n as \n \n recipient_sample_id\n \n, \n \n \n request_status\n \n as \n \n request_status\n \n, \n \n \n request_type\n \n as \n \n request_type\n \n, \n \n \n send_date\n \n as \n \n send_date\n \n, \n \n \n survey_link_expiration_date\n \n as \n \n survey_link_expiration_date\n \n, \n \n \n survey_link_link_type\n \n as \n \n survey_link_link_type\n \n, \n \n \n survey_link_survey_id\n \n as \n \n survey_link_survey_id\n \n\n\n\n\n \n\n\n, cast('' as TEXT) as source_relation\n\n\n\n \n from base\n),\n\nfinal as (\n \n select \n cast(created_date as timestamp) as created_at,\n header_from_email,\n header_from_name,\n header_reply_to_email,\n header_subject,\n id as distribution_id,\n message_library_id,\n message_message_id as message_id,\n message_message_text as message_text,\n cast(modified_date as timestamp) as last_modified_at,\n organization_id,\n owner_id as owner_user_id,\n parent_distribution_id,\n recipient_contact_id,\n recipient_library_id,\n recipient_mailing_list_id,\n recipient_sample_id,\n request_status,\n request_type,\n cast(send_date as timestamp) as send_at,\n cast(survey_link_expiration_date as timestamp) as survey_link_expires_at,\n survey_link_link_type as survey_link_type,\n survey_link_survey_id as survey_id,\n cast(_fivetran_deleted as boolean) as is_deleted,\n _fivetran_synced,\n source_relation\n\n \n\n\n\n\n\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, "primary_key": [], "time_spine": null}, "model.qualtrics.stg_qualtrics__directory_mailing_list": {"database": "postgres", "schema": "public_qualtrics_dev", "name": "stg_qualtrics__directory_mailing_list", "resource_type": "model", "package_name": "qualtrics", "path": "staging/stg_qualtrics__directory_mailing_list.sql", "original_file_path": "models/staging/stg_qualtrics__directory_mailing_list.sql", "unique_id": "model.qualtrics.stg_qualtrics__directory_mailing_list", "fqn": ["qualtrics", "staging", "stg_qualtrics__directory_mailing_list"], "alias": "stg_qualtrics__directory_mailing_list", "checksum": {"name": "sha256", "checksum": "5b7230554dfe69951db0af1e4151d253636bacc722be078ddd1e3b45f5ffe610"}, "config": {"enabled": true, "alias": null, "schema": "qualtrics_dev", "database": null, "tags": ["qualtrics", "fivetran_package", "staging"], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "batch_size": null, "lookback": 1, "begin": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "event_time": null, "concurrent_batches": null, "access": "protected", "freshness": null}, "tags": ["qualtrics", "fivetran_package", "staging"], "description": "Mailing lists are lists of contacts that can receive emails and survey invitations. You can create mailing lists either through file upload or manually.", "columns": {"is_deleted": {"name": "is_deleted", "description": "Boolean representing whether the record was soft-deleted in Qualtrics.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics._fivetran_deleted"]}, "_fivetran_synced": {"name": "_fivetran_synced", "description": "The time when a record was last updated by Fivetran.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics._fivetran_synced"]}, "created_at": {"name": "created_at", "description": "The creation date and time of the record, expressed as an ISO 8601 value.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.creation_date"]}, "directory_id": {"name": "directory_id", "description": "The directory ID, also known as a pool ID. Example - POOL_012345678901234", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.directory_id"]}, "mailing_list_id": {"name": "mailing_list_id", "description": "The ID for the mailing list.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.mailing_list_id"]}, "last_modified_at": {"name": "last_modified_at", "description": "The point in time when the record was last modified.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.last_modified_date"]}, "name": {"name": "name", "description": "Name of the mailing list.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.mailing_list_name"]}, "owner_user_id": {"name": "owner_user_id", "description": "The unique identifier for a specific user who owns this.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.owner_id"]}, "source_relation": {"name": "source_relation", "description": "The schema or database this record came from if you are making use of the qualtrics_union_schemas or qualtrics_union_databases variables, respectively. Empty string if you are not using either of these variables to union together multiple Qualtrics connectors.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.source_relation"]}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "qualtrics://models/staging/stg_qualtrics.yml", "build_path": null, "unrendered_config": {"tags": ["staging"], "schema": "qualtrics_{{ var('directed_schema','dev') }}", "materialized": "table"}, "created_at": 1768514435.2576394, "relation_name": "\"postgres\".\"public_qualtrics_dev\".\"stg_qualtrics__directory_mailing_list\"", "raw_code": "with base as (\n\n select * \n from {{ ref('stg_qualtrics__directory_mailing_list_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_qualtrics__directory_mailing_list_tmp')),\n staging_columns=get_directory_mailing_list_columns()\n )\n }}\n\n {{ fivetran_utils.source_relation(\n union_schema_variable='qualtrics_union_schemas', \n union_database_variable='qualtrics_union_databases') \n }}\n \n from base\n),\n\nfinal as (\n \n select \n cast(creation_date as {{ dbt.type_timestamp() }}) as created_at,\n directory_id,\n id as mailing_list_id,\n cast(last_modified_date as {{ dbt.type_timestamp() }}) as last_modified_at,\n name,\n owner_id as owner_user_id,\n cast(_fivetran_deleted as {{ dbt.type_boolean() }}) as is_deleted,\n _fivetran_synced,\n source_relation\n\n from fields\n)\n\nselect *\nfrom final", "doc_blocks": [], "language": "sql", "refs": [{"name": "stg_qualtrics__directory_mailing_list_tmp", "package": null, "version": null}, {"name": "stg_qualtrics__directory_mailing_list_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "functions": [], "depends_on": {"macros": ["macro.qualtrics.get_directory_mailing_list_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_timestamp", "macro.dbt.type_boolean"], "nodes": ["model.qualtrics.stg_qualtrics__directory_mailing_list_tmp"]}, "compiled_path": "target/compiled/qualtrics/models/staging/stg_qualtrics__directory_mailing_list.sql", "compiled": true, "compiled_code": "with base as (\n\n select * \n from \"postgres\".\"public_qualtrics_dev\".\"stg_qualtrics__directory_mailing_list_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 creation_date\n \n as \n \n creation_date\n \n, \n \n \n directory_id\n \n as \n \n directory_id\n \n, \n \n \n id\n \n as \n \n id\n \n, \n \n \n last_modified_date\n \n as \n \n last_modified_date\n \n, \n \n \n name\n \n as \n \n name\n \n, \n \n \n owner_id\n \n as \n \n owner_id\n \n\n\n\n\n \n\n\n, cast('' as TEXT) as source_relation\n\n\n\n \n from base\n),\n\nfinal as (\n \n select \n cast(creation_date as timestamp) as created_at,\n directory_id,\n id as mailing_list_id,\n cast(last_modified_date as timestamp) as last_modified_at,\n name,\n owner_id as owner_user_id,\n cast(_fivetran_deleted as boolean) as is_deleted,\n _fivetran_synced,\n source_relation\n\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, "primary_key": [], "time_spine": null}, "model.qualtrics.stg_qualtrics__core_mailing_list": {"database": "postgres", "schema": "public_qualtrics_dev", "name": "stg_qualtrics__core_mailing_list", "resource_type": "model", "package_name": "qualtrics", "path": "staging/stg_qualtrics__core_mailing_list.sql", "original_file_path": "models/staging/stg_qualtrics__core_mailing_list.sql", "unique_id": "model.qualtrics.stg_qualtrics__core_mailing_list", "fqn": ["qualtrics", "staging", "stg_qualtrics__core_mailing_list"], "alias": "stg_qualtrics__core_mailing_list", "checksum": {"name": "sha256", "checksum": "a63822bc06e5bc240d140397d565ee23808fc38c33ca446d8feb4baca13518a6"}, "config": {"enabled": true, "alias": null, "schema": "qualtrics_dev", "database": null, "tags": ["qualtrics", "fivetran_package", "staging"], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "batch_size": null, "lookback": 1, "begin": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "event_time": null, "concurrent_batches": null, "access": "protected", "freshness": null}, "tags": ["qualtrics", "fivetran_package", "staging"], "description": "Research Core mailing list (non xm-directory).", "columns": {"is_deleted": {"name": "is_deleted", "description": "Boolean representing whether the record was soft-deleted in Qualtrics.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics._fivetran_deleted"]}, "_fivetran_synced": {"name": "_fivetran_synced", "description": "The time when a record was last updated by Fivetran.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics._fivetran_synced"]}, "mailing_list_id": {"name": "mailing_list_id", "description": "The ID for the mailing list.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.mailing_list_id"]}, "library_id": {"name": "library_id", "description": "The library ID. Example: `UR_1234567890AbCdE`", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.library_id"]}, "name": {"name": "name", "description": "Name of the mailing list.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.mailing_list_name"]}, "category": {"name": "category", "description": "The library ID. Example: `UR_1234567890AbCdE`", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.mailing_list_category"]}, "folder": {"name": "folder", "description": "The folder this is placed in.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.folder"]}, "source_relation": {"name": "source_relation", "description": "The schema or database this record came from if you are making use of the qualtrics_union_schemas or qualtrics_union_databases variables, respectively. Empty string if you are not using either of these variables to union together multiple Qualtrics connectors.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.source_relation"]}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "qualtrics://models/staging/stg_qualtrics.yml", "build_path": null, "unrendered_config": {"tags": ["staging"], "schema": "qualtrics_{{ var('directed_schema','dev') }}", "materialized": "table", "enabled": true}, "created_at": 1768514435.2610862, "relation_name": "\"postgres\".\"public_qualtrics_dev\".\"stg_qualtrics__core_mailing_list\"", "raw_code": "{{ config(enabled=var('qualtrics__using_core_mailing_lists', false)) }}\n\nwith base as (\n\n select * \n from {{ ref('stg_qualtrics__core_mailing_list_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_qualtrics__core_mailing_list_tmp')),\n staging_columns=get_core_mailing_list_columns()\n )\n }}\n\n {{ fivetran_utils.source_relation(\n union_schema_variable='qualtrics_union_schemas', \n union_database_variable='qualtrics_union_databases') \n }}\n \n from base\n),\n\nfinal as (\n \n select \n id as mailing_list_id,\n library_id,\n name,\n category,\n folder,\n cast(_fivetran_deleted as {{ dbt.type_boolean() }}) as is_deleted,\n _fivetran_synced,\n source_relation\n\n from fields\n)\n\nselect *\nfrom final", "doc_blocks": [], "language": "sql", "refs": [{"name": "stg_qualtrics__core_mailing_list_tmp", "package": null, "version": null}, {"name": "stg_qualtrics__core_mailing_list_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "functions": [], "depends_on": {"macros": ["macro.qualtrics.get_core_mailing_list_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_boolean"], "nodes": ["model.qualtrics.stg_qualtrics__core_mailing_list_tmp"]}, "compiled_path": "target/compiled/qualtrics/models/staging/stg_qualtrics__core_mailing_list.sql", "compiled": true, "compiled_code": "\n\nwith base as (\n\n select * \n from \"postgres\".\"public_qualtrics_dev\".\"stg_qualtrics__core_mailing_list_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 id\n \n as \n \n id\n \n, \n \n \n library_id\n \n as \n \n library_id\n \n, \n \n \n name\n \n as \n \n name\n \n, \n \n \n category\n \n as \n \n category\n \n, \n \n \n folder\n \n as \n \n folder\n \n\n\n\n\n \n\n\n, cast('' as TEXT) as source_relation\n\n\n\n \n from base\n),\n\nfinal as (\n \n select \n id as mailing_list_id,\n library_id,\n name,\n category,\n folder,\n cast(_fivetran_deleted as boolean) as is_deleted,\n _fivetran_synced,\n source_relation\n\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, "primary_key": [], "time_spine": null}, "model.qualtrics.stg_qualtrics__sub_question": {"database": "postgres", "schema": "public_qualtrics_dev", "name": "stg_qualtrics__sub_question", "resource_type": "model", "package_name": "qualtrics", "path": "staging/stg_qualtrics__sub_question.sql", "original_file_path": "models/staging/stg_qualtrics__sub_question.sql", "unique_id": "model.qualtrics.stg_qualtrics__sub_question", "fqn": ["qualtrics", "staging", "stg_qualtrics__sub_question"], "alias": "stg_qualtrics__sub_question", "checksum": {"name": "sha256", "checksum": "2d4e6b2acd5992ce50cc557c4703707f3d8283c2fb6ab60a9d733ce8bfce793b"}, "config": {"enabled": true, "alias": null, "schema": "qualtrics_dev", "database": null, "tags": ["qualtrics", "fivetran_package", "staging"], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "batch_size": null, "lookback": 1, "begin": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "event_time": null, "concurrent_batches": null, "access": "protected", "freshness": null}, "tags": ["qualtrics", "fivetran_package", "staging"], "description": "Sub-questions of questions.", "columns": {"is_deleted": {"name": "is_deleted", "description": "Boolean representing whether the record was soft-deleted in Qualtrics.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics._fivetran_deleted"]}, "_fivetran_synced": {"name": "_fivetran_synced", "description": "The time when a record was last updated by Fivetran.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics._fivetran_synced"]}, "choice_data_export_tag": {"name": "choice_data_export_tag", "description": "The tag to identify the question choice in exported data.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.choice_data_export_tag"]}, "key": {"name": "key", "description": "Key of the sub question.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.sub_question_key"]}, "question_id": {"name": "question_id", "description": "The unique identifier for the question. Match pattern = ^QID[a-zA-Z0-9]+$", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.question_id"]}, "survey_id": {"name": "survey_id", "description": "The unique identifier for this survey. Match pattern = ^SV_[a-zA-Z0-9]{11,15}$", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.survey_id"]}, "text": {"name": "text", "description": "Sub question text.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.sub_question_text"]}, "source_relation": {"name": "source_relation", "description": "The schema or database this record came from if you are making use of the qualtrics_union_schemas or qualtrics_union_databases variables, respectively. Empty string if you are not using either of these variables to union together multiple Qualtrics connectors.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.source_relation"]}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "qualtrics://models/staging/stg_qualtrics.yml", "build_path": null, "unrendered_config": {"tags": ["staging"], "schema": "qualtrics_{{ var('directed_schema','dev') }}", "materialized": "table"}, "created_at": 1768514435.2471952, "relation_name": "\"postgres\".\"public_qualtrics_dev\".\"stg_qualtrics__sub_question\"", "raw_code": "with base as (\n\n select * \n from {{ ref('stg_qualtrics__sub_question_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_qualtrics__sub_question_tmp')),\n staging_columns=get_sub_question_columns()\n )\n }}\n\n {{ fivetran_utils.source_relation(\n union_schema_variable='qualtrics_union_schemas', \n union_database_variable='qualtrics_union_databases') \n }}\n \n from base\n),\n\nfinal as (\n \n select \n choice_data_export_tag,\n key,\n question_id,\n survey_id,\n text,\n cast(_fivetran_deleted as {{ dbt.type_boolean() }}) as is_deleted,\n _fivetran_synced,\n source_relation\n \n from fields\n)\n\nselect *\nfrom final", "doc_blocks": [], "language": "sql", "refs": [{"name": "stg_qualtrics__sub_question_tmp", "package": null, "version": null}, {"name": "stg_qualtrics__sub_question_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "functions": [], "depends_on": {"macros": ["macro.qualtrics.get_sub_question_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_boolean"], "nodes": ["model.qualtrics.stg_qualtrics__sub_question_tmp"]}, "compiled_path": "target/compiled/qualtrics/models/staging/stg_qualtrics__sub_question.sql", "compiled": true, "compiled_code": "with base as (\n\n select * \n from \"postgres\".\"public_qualtrics_dev\".\"stg_qualtrics__sub_question_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 choice_data_export_tag\n \n as \n \n choice_data_export_tag\n \n, \n \n \n key\n \n as \n \n key\n \n, \n \n \n question_id\n \n as \n \n question_id\n \n, \n \n \n survey_id\n \n as \n \n survey_id\n \n, \n \n \n text\n \n as \n \n text\n \n\n\n\n\n \n\n\n, cast('' as TEXT) as source_relation\n\n\n\n \n from base\n),\n\nfinal as (\n \n select \n choice_data_export_tag,\n key,\n question_id,\n survey_id,\n text,\n cast(_fivetran_deleted as boolean) as is_deleted,\n _fivetran_synced,\n source_relation\n \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, "primary_key": [], "time_spine": null}, "model.qualtrics.stg_qualtrics__question_option": {"database": "postgres", "schema": "public_qualtrics_dev", "name": "stg_qualtrics__question_option", "resource_type": "model", "package_name": "qualtrics", "path": "staging/stg_qualtrics__question_option.sql", "original_file_path": "models/staging/stg_qualtrics__question_option.sql", "unique_id": "model.qualtrics.stg_qualtrics__question_option", "fqn": ["qualtrics", "staging", "stg_qualtrics__question_option"], "alias": "stg_qualtrics__question_option", "checksum": {"name": "sha256", "checksum": "a7f429624a0e4fe79c30390bb23686784b9120d31b179134ddaa3fe00e729945"}, "config": {"enabled": true, "alias": null, "schema": "qualtrics_dev", "database": null, "tags": ["qualtrics", "fivetran_package", "staging"], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "batch_size": null, "lookback": 1, "begin": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "event_time": null, "concurrent_batches": null, "access": "protected", "freshness": null}, "tags": ["qualtrics", "fivetran_package", "staging"], "description": "Choice options for survey questions.", "columns": {"is_deleted": {"name": "is_deleted", "description": "Boolean representing whether the record was soft-deleted in Qualtrics.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics._fivetran_deleted"]}, "_fivetran_synced": {"name": "_fivetran_synced", "description": "The time when a record was last updated by Fivetran.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics._fivetran_synced"]}, "key": {"name": "key", "description": "The key of the `QUESTION_OPTION` that was chosen.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.question_option_key"]}, "question_id": {"name": "question_id", "description": "The unique identifier for the question. Match pattern = ^QID[a-zA-Z0-9]+$", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.question_id"]}, "recode_value": {"name": "recode_value", "description": "Recode/mapping value for the option.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.recode_value"]}, "survey_id": {"name": "survey_id", "description": "The unique identifier for this survey. Match pattern = ^SV_[a-zA-Z0-9]{11,15}$", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.survey_id"]}, "text": {"name": "text", "description": "Question option text.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.question_option_text"]}, "source_relation": {"name": "source_relation", "description": "The schema or database this record came from if you are making use of the qualtrics_union_schemas or qualtrics_union_databases variables, respectively. Empty string if you are not using either of these variables to union together multiple Qualtrics connectors.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.source_relation"]}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "qualtrics://models/staging/stg_qualtrics.yml", "build_path": null, "unrendered_config": {"tags": ["staging"], "schema": "qualtrics_{{ var('directed_schema','dev') }}", "materialized": "table"}, "created_at": 1768514435.2427602, "relation_name": "\"postgres\".\"public_qualtrics_dev\".\"stg_qualtrics__question_option\"", "raw_code": "with base as (\n\n select * \n from {{ ref('stg_qualtrics__question_option_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_qualtrics__question_option_tmp')),\n staging_columns=get_question_option_columns()\n )\n }}\n\n {{ fivetran_utils.source_relation(\n union_schema_variable='qualtrics_union_schemas', \n union_database_variable='qualtrics_union_databases') \n }}\n \n from base\n),\n\nfinal as (\n \n select \n question_id,\n survey_id,\n key,\n recode_value,\n text,\n cast(_fivetran_deleted as {{ dbt.type_boolean() }}) as is_deleted,\n _fivetran_synced,\n source_relation\n \n from fields\n)\n\nselect *\nfrom final", "doc_blocks": [], "language": "sql", "refs": [{"name": "stg_qualtrics__question_option_tmp", "package": null, "version": null}, {"name": "stg_qualtrics__question_option_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "functions": [], "depends_on": {"macros": ["macro.qualtrics.get_question_option_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_boolean"], "nodes": ["model.qualtrics.stg_qualtrics__question_option_tmp"]}, "compiled_path": "target/compiled/qualtrics/models/staging/stg_qualtrics__question_option.sql", "compiled": true, "compiled_code": "with base as (\n\n select * \n from \"postgres\".\"public_qualtrics_dev\".\"stg_qualtrics__question_option_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 key\n \n as \n \n key\n \n, \n \n \n question_id\n \n as \n \n question_id\n \n, \n \n \n recode_value\n \n as \n \n recode_value\n \n, \n \n \n survey_id\n \n as \n \n survey_id\n \n, \n \n \n text\n \n as \n \n text\n \n\n\n\n\n \n\n\n, cast('' as TEXT) as source_relation\n\n\n\n \n from base\n),\n\nfinal as (\n \n select \n question_id,\n survey_id,\n key,\n recode_value,\n text,\n cast(_fivetran_deleted as boolean) as is_deleted,\n _fivetran_synced,\n source_relation\n \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, "primary_key": [], "time_spine": null}, "model.qualtrics.stg_qualtrics__survey_response": {"database": "postgres", "schema": "public_qualtrics_dev", "name": "stg_qualtrics__survey_response", "resource_type": "model", "package_name": "qualtrics", "path": "staging/stg_qualtrics__survey_response.sql", "original_file_path": "models/staging/stg_qualtrics__survey_response.sql", "unique_id": "model.qualtrics.stg_qualtrics__survey_response", "fqn": ["qualtrics", "staging", "stg_qualtrics__survey_response"], "alias": "stg_qualtrics__survey_response", "checksum": {"name": "sha256", "checksum": "d73839628a21968e590d801a880300ac2ffbe8a424226b0ac9d8dbc437e37f19"}, "config": {"enabled": true, "alias": null, "schema": "qualtrics_dev", "database": null, "tags": ["qualtrics", "fivetran_package", "staging"], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "batch_size": null, "lookback": 1, "begin": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "event_time": null, "concurrent_batches": null, "access": "protected", "freshness": null}, "tags": ["qualtrics", "fivetran_package", "staging"], "description": "Individual responses to surveys. A response becomes \"recorded\" when a respondent submits a survey, a survey is manually closed from the Responses in Progress page, or a survey session expires.\n", "columns": {"_fivetran_synced": {"name": "_fivetran_synced", "description": "The time when a record was last updated by Fivetran.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics._fivetran_synced"]}, "distribution_channel": {"name": "distribution_channel", "description": "The method by which the survey was distributed to respondents.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.distribution_channel"]}, "duration_in_seconds": {"name": "duration_in_seconds", "description": "How long it took for the respondent to finish the survey in seconds.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.duration_in_seconds"]}, "finished_at": {"name": "finished_at", "description": "The point in time when the survey response was finished.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.end_date"]}, "is_finished": {"name": "is_finished", "description": "Boolean (stored as int) indicating if the respondent finished and submitted the survey, the value will be 1, otherwise it will be 0.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.finished"]}, "response_id": {"name": "response_id", "description": "The unique ID for the `SURVEY_RESPONSE`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.response_id"]}, "ip_address": {"name": "ip_address", "description": "IP address of the recipient.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.ip_address"]}, "last_modified_at": {"name": "last_modified_at", "description": "The point in time when the record was last modified.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.last_modified_date"]}, "location_latitude": {"name": "location_latitude", "description": "The approximate location of the respondent at the time the survey was taken.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.location_latitude"]}, "location_longitude": {"name": "location_longitude", "description": "The approximate location of the respondent at the time the survey was taken.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.location_longitude"]}, "progress": {"name": "progress", "description": "How far the respondent has progressed through the survey as a percentage out of 100.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.progress"]}, "recipient_email": {"name": "recipient_email", "description": "Email of the [recipient](https://api.qualtrics.com/ZG9jOjg3NzY2OQ-getting-information-about-distributions#the-recipients-object) if they are a single recipient (not a mailing list or sample).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.recipient_email"]}, "recipient_first_name": {"name": "recipient_first_name", "description": "First name of the [recipient](https://api.qualtrics.com/ZG9jOjg3NzY2OQ-getting-information-about-distributions#the-recipients-object) if they are a single recipient (not a mailing list or sample).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.recipient_first_name"]}, "recipient_last_name": {"name": "recipient_last_name", "description": "Last name of the [recipient](https://api.qualtrics.com/ZG9jOjg3NzY2OQ-getting-information-about-distributions#the-recipients-object) if they are a single recipient (not a mailing list or sample).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.recipient_last_name"]}, "recorded_date": {"name": "recorded_date", "description": "The point in time when the survey response was recorded.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.recorded_date"]}, "started_at": {"name": "started_at", "description": "The point in time when the survey response was recorded.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.start_date"]}, "status": {"name": "status", "description": "The type of response.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.status"]}, "survey_id": {"name": "survey_id", "description": "The unique identifier for this survey. Match pattern = ^SV_[a-zA-Z0-9]{11,15}$", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.survey_id"]}, "user_language": {"name": "user_language", "description": "The language of the respondent.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.user_language"]}, "source_relation": {"name": "source_relation", "description": "The schema or database this record came from if you are making use of the qualtrics_union_schemas or qualtrics_union_databases variables, respectively. Empty string if you are not using either of these variables to union together multiple Qualtrics connectors.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.source_relation"]}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "qualtrics://models/staging/stg_qualtrics.yml", "build_path": null, "unrendered_config": {"tags": ["staging"], "schema": "qualtrics_{{ var('directed_schema','dev') }}", "materialized": "table"}, "created_at": 1768514435.2451696, "relation_name": "\"postgres\".\"public_qualtrics_dev\".\"stg_qualtrics__survey_response\"", "raw_code": "with base as (\n\n select * \n from {{ ref('stg_qualtrics__survey_response_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_qualtrics__survey_response_tmp')),\n staging_columns=get_survey_response_columns()\n )\n }}\n\n {{ fivetran_utils.source_relation(\n union_schema_variable='qualtrics_union_schemas', \n union_database_variable='qualtrics_union_databases') \n }}\n \n from base\n),\n\nfinal as (\n \n select \n distribution_channel,\n duration_in_seconds,\n cast(end_date as {{ dbt.type_timestamp() }}) as finished_at,\n cast(case when finished = 1 then true else false end as {{ dbt.type_boolean() }}) as is_finished,\n id as response_id,\n ip_address,\n cast(last_modified_date as {{ dbt.type_timestamp() }}) as last_modified_at,\n location_latitude,\n location_longitude,\n progress,\n lower(recipient_email) as recipient_email,\n recipient_first_name,\n recipient_last_name,\n cast(recorded_date as {{ dbt.type_timestamp() }}) as recorded_date,\n cast(start_date as {{ dbt.type_timestamp() }}) as started_at,\n status,\n survey_id,\n user_language,\n _fivetran_synced,\n source_relation\n \n from fields\n)\n\nselect *\nfrom final", "doc_blocks": [], "language": "sql", "refs": [{"name": "stg_qualtrics__survey_response_tmp", "package": null, "version": null}, {"name": "stg_qualtrics__survey_response_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "functions": [], "depends_on": {"macros": ["macro.qualtrics.get_survey_response_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_timestamp", "macro.dbt.type_boolean"], "nodes": ["model.qualtrics.stg_qualtrics__survey_response_tmp"]}, "compiled_path": "target/compiled/qualtrics/models/staging/stg_qualtrics__survey_response.sql", "compiled": true, "compiled_code": "with base as (\n\n select * \n from \"postgres\".\"public_qualtrics_dev\".\"stg_qualtrics__survey_response_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 distribution_channel\n \n as \n \n distribution_channel\n \n, \n \n \n duration_in_seconds\n \n as \n \n duration_in_seconds\n \n, \n \n \n end_date\n \n as \n \n end_date\n \n, \n \n \n finished\n \n as \n \n finished\n \n, \n \n \n id\n \n as \n \n id\n \n, \n \n \n ip_address\n \n as \n \n ip_address\n \n, \n \n \n last_modified_date\n \n as \n \n last_modified_date\n \n, \n \n \n location_latitude\n \n as \n \n location_latitude\n \n, \n \n \n location_longitude\n \n as \n \n location_longitude\n \n, \n \n \n progress\n \n as \n \n progress\n \n, \n \n \n recipient_email\n \n as \n \n recipient_email\n \n, \n \n \n recipient_first_name\n \n as \n \n recipient_first_name\n \n, \n \n \n recipient_last_name\n \n as \n \n recipient_last_name\n \n, \n \n \n recorded_date\n \n as \n \n recorded_date\n \n, \n \n \n start_date\n \n as \n \n start_date\n \n, \n \n \n status\n \n as \n \n status\n \n, \n \n \n survey_id\n \n as \n \n survey_id\n \n, \n \n \n user_language\n \n as \n \n user_language\n \n\n\n\n\n \n\n\n, cast('' as TEXT) as source_relation\n\n\n\n \n from base\n),\n\nfinal as (\n \n select \n distribution_channel,\n duration_in_seconds,\n cast(end_date as timestamp) as finished_at,\n cast(case when finished = 1 then true else false end as boolean) as is_finished,\n id as response_id,\n ip_address,\n cast(last_modified_date as timestamp) as last_modified_at,\n location_latitude,\n location_longitude,\n progress,\n lower(recipient_email) as recipient_email,\n recipient_first_name,\n recipient_last_name,\n cast(recorded_date as timestamp) as recorded_date,\n cast(start_date as timestamp) as started_at,\n status,\n survey_id,\n user_language,\n _fivetran_synced,\n source_relation\n \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, "primary_key": [], "time_spine": null}, "model.qualtrics.stg_qualtrics__user": {"database": "postgres", "schema": "public_qualtrics_dev", "name": "stg_qualtrics__user", "resource_type": "model", "package_name": "qualtrics", "path": "staging/stg_qualtrics__user.sql", "original_file_path": "models/staging/stg_qualtrics__user.sql", "unique_id": "model.qualtrics.stg_qualtrics__user", "fqn": ["qualtrics", "staging", "stg_qualtrics__user"], "alias": "stg_qualtrics__user", "checksum": {"name": "sha256", "checksum": "c376f96a2a4507f840b75703861ed93c4d28685257c91ef977104c372b6356c7"}, "config": {"enabled": true, "alias": null, "schema": "qualtrics_dev", "database": null, "tags": ["qualtrics", "fivetran_package", "staging"], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "batch_size": null, "lookback": 1, "begin": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "event_time": null, "concurrent_batches": null, "access": "protected", "freshness": null}, "tags": ["qualtrics", "fivetran_package", "staging"], "description": "These are the users in your organizations, not the contacts for whom you are building content like surveys and messages.", "columns": {"is_deleted": {"name": "is_deleted", "description": "Boolean representing whether the record was soft-deleted in Qualtrics.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics._fivetran_deleted"]}, "_fivetran_synced": {"name": "_fivetran_synced", "description": "The time when a record was last updated by Fivetran.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics._fivetran_synced"]}, "account_created_at": {"name": "account_created_at", "description": "The date and time that the account was created. Dates and times are expressed in ISO 8601 format.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.account_creation_date"]}, "account_expires_at": {"name": "account_expires_at", "description": "The date the account expires. Dates and times are expressed in ISO 8601 format.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.account_expiration_date"]}, "account_status": {"name": "account_status", "description": "Either `active`, `disabled`, or `notVerified`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.account_status"]}, "division_id": {"name": "division_id", "description": "The unique identifier for the Division ID. Match pattern = ^DV_[0-9a-zA-Z]{11,15}$", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.division_id"]}, "email": {"name": "email", "description": "The user's email address.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.email"]}, "first_name": {"name": "first_name", "description": "The user's first name or given name.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.user_first_name"]}, "user_id": {"name": "user_id", "description": "Unique ID of the user. Match pattern = ^((UR)|(URH))_[0-9a-zA-Z]{11,15}$", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.user_id"]}, "language": {"name": "language", "description": "The user's default language.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.language"]}, "last_login_at": {"name": "last_login_at", "description": "The date and time the user last logged into the user interface. Dates and times are expressed in ISO 8601 format.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.last_login_date"]}, "last_name": {"name": "last_name", "description": "User's surname.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.user_last_name"]}, "organization_id": {"name": "organization_id", "description": "ID of the organization/brand this record belongs to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.organization_id"]}, "password_expires_at": {"name": "password_expires_at", "description": "The date the account password expires. Dates and times are expressed in ISO 8601 format.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.password_expiration_date"]}, "password_last_changed_at": {"name": "password_last_changed_at", "description": "The date the account password was last changed. Dates and times are expressed in ISO 8601 format.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.password_last_changed_date"]}, "response_count_auditable": {"name": "response_count_auditable", "description": "The count of auditable responses.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.response_count_auditable"]}, "response_count_deleted": {"name": "response_count_deleted", "description": "The count of deleted responses.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.response_count_deleted"]}, "response_count_generated": {"name": "response_count_generated", "description": "The count of generated responses.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.response_count_generated"]}, "time_zone": {"name": "time_zone", "description": "The IANA time zone setting for the user.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.time_zone"]}, "is_unsubscribed": {"name": "is_unsubscribed", "description": "Boolean indicating if the user unsubscribed.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.unsubscribed"]}, "user_type": {"name": "user_type", "description": "ID of the user type. See mappings of user types to their type IDs [here](https://api.qualtrics.com/dc2be1c61af61-user-type).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.user_type"]}, "username": {"name": "username", "description": "UI-facing username for the account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.username"]}, "source_relation": {"name": "source_relation", "description": "The schema or database this record came from if you are making use of the qualtrics_union_schemas or qualtrics_union_databases variables, respectively. Empty string if you are not using either of these variables to union together multiple Qualtrics connectors.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.source_relation"]}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "qualtrics://models/staging/stg_qualtrics.yml", "build_path": null, "unrendered_config": {"tags": ["staging"], "schema": "qualtrics_{{ var('directed_schema','dev') }}", "materialized": "table"}, "created_at": 1768514435.2367342, "relation_name": "\"postgres\".\"public_qualtrics_dev\".\"stg_qualtrics__user\"", "raw_code": "with base as (\n\n select * \n from {{ ref('stg_qualtrics__user_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_qualtrics__user_tmp')),\n staging_columns=get_user_columns()\n )\n }}\n\n {{ fivetran_utils.source_relation(\n union_schema_variable='qualtrics_union_schemas', \n union_database_variable='qualtrics_union_databases') \n }}\n \n from base\n),\n\nfinal as (\n \n select \n cast(account_creation_date as {{ dbt.type_timestamp() }}) as account_created_at,\n cast(account_expiration_date as {{ dbt.type_timestamp() }}) as account_expires_at,\n account_status,\n division_id,\n email,\n first_name,\n id as user_id,\n language,\n cast(last_login_date as {{ dbt.type_timestamp() }}) as last_login_at,\n last_name,\n organization_id,\n cast(password_expiration_date as {{ dbt.type_timestamp() }}) as password_expires_at,\n cast(password_last_changed_date as {{ dbt.type_timestamp() }}) as password_last_changed_at,\n response_count_auditable,\n response_count_deleted,\n response_count_generated,\n time_zone,\n cast(unsubscribed as {{ dbt.type_boolean() }}) as is_unsubscribed,\n user_type,\n username,\n cast(_fivetran_deleted as {{ dbt.type_boolean() }}) as is_deleted,\n _fivetran_synced,\n source_relation\n from fields\n)\n\nselect *\nfrom final", "doc_blocks": [], "language": "sql", "refs": [{"name": "stg_qualtrics__user_tmp", "package": null, "version": null}, {"name": "stg_qualtrics__user_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "functions": [], "depends_on": {"macros": ["macro.qualtrics.get_user_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_timestamp", "macro.dbt.type_boolean"], "nodes": ["model.qualtrics.stg_qualtrics__user_tmp"]}, "compiled_path": "target/compiled/qualtrics/models/staging/stg_qualtrics__user.sql", "compiled": true, "compiled_code": "with base as (\n\n select * \n from \"postgres\".\"public_qualtrics_dev\".\"stg_qualtrics__user_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_creation_date\n \n as \n \n account_creation_date\n \n, \n \n \n account_expiration_date\n \n as \n \n account_expiration_date\n \n, \n \n \n account_status\n \n as \n \n account_status\n \n, \n \n \n division_id\n \n as \n \n division_id\n \n, \n \n \n email\n \n as \n \n email\n \n, \n \n \n first_name\n \n as \n \n first_name\n \n, \n \n \n id\n \n as \n \n id\n \n, \n \n \n language\n \n as \n \n language\n \n, \n \n \n last_login_date\n \n as \n \n last_login_date\n \n, \n \n \n last_name\n \n as \n \n last_name\n \n, \n \n \n organization_id\n \n as \n \n organization_id\n \n, \n \n \n password_expiration_date\n \n as \n \n password_expiration_date\n \n, \n \n \n password_last_changed_date\n \n as \n \n password_last_changed_date\n \n, \n \n \n response_count_auditable\n \n as \n \n response_count_auditable\n \n, \n \n \n response_count_deleted\n \n as \n \n response_count_deleted\n \n, \n \n \n response_count_generated\n \n as \n \n response_count_generated\n \n, \n \n \n time_zone\n \n as \n \n time_zone\n \n, \n \n \n unsubscribed\n \n as \n \n unsubscribed\n \n, \n \n \n user_type\n \n as \n \n user_type\n \n, \n \n \n username\n \n as \n \n username\n \n\n\n\n\n \n\n\n, cast('' as TEXT) as source_relation\n\n\n\n \n from base\n),\n\nfinal as (\n \n select \n cast(account_creation_date as timestamp) as account_created_at,\n cast(account_expiration_date as timestamp) as account_expires_at,\n account_status,\n division_id,\n email,\n first_name,\n id as user_id,\n language,\n cast(last_login_date as timestamp) as last_login_at,\n last_name,\n organization_id,\n cast(password_expiration_date as timestamp) as password_expires_at,\n cast(password_last_changed_date as timestamp) as password_last_changed_at,\n response_count_auditable,\n response_count_deleted,\n response_count_generated,\n time_zone,\n cast(unsubscribed as boolean) as is_unsubscribed,\n user_type,\n username,\n cast(_fivetran_deleted as boolean) as is_deleted,\n _fivetran_synced,\n source_relation\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, "primary_key": [], "time_spine": null}, "model.qualtrics.stg_qualtrics__question_response": {"database": "postgres", "schema": "public_qualtrics_dev", "name": "stg_qualtrics__question_response", "resource_type": "model", "package_name": "qualtrics", "path": "staging/stg_qualtrics__question_response.sql", "original_file_path": "models/staging/stg_qualtrics__question_response.sql", "unique_id": "model.qualtrics.stg_qualtrics__question_response", "fqn": ["qualtrics", "staging", "stg_qualtrics__question_response"], "alias": "stg_qualtrics__question_response", "checksum": {"name": "sha256", "checksum": "26968e38c2ce1fa03b237ddf4c5e3b044461ea27d13b3e771ca9c6f1ee4560d1"}, "config": {"enabled": true, "alias": null, "schema": "qualtrics_dev", "database": null, "tags": ["qualtrics", "fivetran_package", "staging"], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "batch_size": null, "lookback": 1, "begin": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "event_time": null, "concurrent_batches": null, "access": "protected", "freshness": null}, "tags": ["qualtrics", "fivetran_package", "staging"], "description": "Responses to individual questions (and their sub-questions).", "columns": {"_fivetran_id": {"name": "_fivetran_id", "description": "Fivetran-generated unique key hashed on `response_id`, `question_id`, `sub_question_key`, `sub_question_text` , `question_option_key` , `loop_id` and `importId`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.question_response_fivetran_id"]}, "_fivetran_synced": {"name": "_fivetran_synced", "description": "The time when a record was last updated by Fivetran.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics._fivetran_synced"]}, "loop_id": {"name": "loop_id", "description": "ID of the [Loop and Merge](https://www.qualtrics.com/support/survey-platform/survey-module/block-options/loop-and-merge/) object this response is associated with.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.loop_id"]}, "question": {"name": "question", "description": "Question text.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.question"]}, "question_id": {"name": "question_id", "description": "The unique identifier for the question. Match pattern = ^QID[a-zA-Z0-9]+$", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.question_id"]}, "question_option_key": {"name": "question_option_key", "description": "The key of the `QUESTION_OPTION` that was chosen.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.question_option_key"]}, "response_id": {"name": "response_id", "description": "The unique ID for the `SURVEY_RESPONSE`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.response_id"]}, "sub_question_key": {"name": "sub_question_key", "description": "Key of the sub question.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.sub_question_key"]}, "sub_question_text": {"name": "sub_question_text", "description": "Sub question text.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.sub_question_text"]}, "response_text": {"name": "response_text", "description": "Text response provided by the respondent.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.response_text"]}, "value": {"name": "value", "description": "Value of the question response.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.response_value"]}, "source_relation": {"name": "source_relation", "description": "The schema or database this record came from if you are making use of the qualtrics_union_schemas or qualtrics_union_databases variables, respectively. Empty string if you are not using either of these variables to union together multiple Qualtrics connectors.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.source_relation"]}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "qualtrics://models/staging/stg_qualtrics.yml", "build_path": null, "unrendered_config": {"tags": ["staging"], "schema": "qualtrics_{{ var('directed_schema','dev') }}", "materialized": "table"}, "created_at": 1768514435.241803, "relation_name": "\"postgres\".\"public_qualtrics_dev\".\"stg_qualtrics__question_response\"", "raw_code": "with base as (\n\n select * \n from {{ ref('stg_qualtrics__question_response_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_qualtrics__question_response_tmp')),\n staging_columns=get_question_response_columns()\n )\n }}\n \n {{ fivetran_utils.source_relation(\n union_schema_variable='qualtrics_union_schemas', \n union_database_variable='qualtrics_union_databases') \n }}\n \n from base\n),\n\nfinal as (\n \n select \n _fivetran_id,\n loop_id,\n question_id,\n question,\n question_option_key,\n response_id,\n sub_question_key,\n sub_question_text,\n text as response_text,\n value,\n _fivetran_synced,\n source_relation\n \n from fields\n)\n\nselect *\nfrom final", "doc_blocks": [], "language": "sql", "refs": [{"name": "stg_qualtrics__question_response_tmp", "package": null, "version": null}, {"name": "stg_qualtrics__question_response_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "functions": [], "depends_on": {"macros": ["macro.qualtrics.get_question_response_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation"], "nodes": ["model.qualtrics.stg_qualtrics__question_response_tmp"]}, "compiled_path": "target/compiled/qualtrics/models/staging/stg_qualtrics__question_response.sql", "compiled": true, "compiled_code": "with base as (\n\n select * \n from \"postgres\".\"public_qualtrics_dev\".\"stg_qualtrics__question_response_tmp\"\n),\n\nfields as (\n\n select\n \n \n \n _fivetran_id\n \n as \n \n _fivetran_id\n \n, \n \n \n _fivetran_synced\n \n as \n \n _fivetran_synced\n \n, \n \n \n loop_id\n \n as \n \n loop_id\n \n, \n \n \n question\n \n as \n \n question\n \n, \n \n \n question_id\n \n as \n \n question_id\n \n, \n \n \n question_option_key\n \n as \n \n question_option_key\n \n, \n \n \n response_id\n \n as \n \n response_id\n \n, \n \n \n sub_question_key\n \n as \n \n sub_question_key\n \n, \n \n \n sub_question_text\n \n as \n \n sub_question_text\n \n, \n \n \n text\n \n as \n \n text\n \n, \n \n \n value\n \n as \n \n value\n \n\n\n\n \n \n\n\n, cast('' as TEXT) as source_relation\n\n\n\n \n from base\n),\n\nfinal as (\n \n select \n _fivetran_id,\n loop_id,\n question_id,\n question,\n question_option_key,\n response_id,\n sub_question_key,\n sub_question_text,\n text as response_text,\n value,\n _fivetran_synced,\n source_relation\n \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, "primary_key": [], "time_spine": null}, "model.qualtrics.stg_qualtrics__question": {"database": "postgres", "schema": "public_qualtrics_dev", "name": "stg_qualtrics__question", "resource_type": "model", "package_name": "qualtrics", "path": "staging/stg_qualtrics__question.sql", "original_file_path": "models/staging/stg_qualtrics__question.sql", "unique_id": "model.qualtrics.stg_qualtrics__question", "fqn": ["qualtrics", "staging", "stg_qualtrics__question"], "alias": "stg_qualtrics__question", "checksum": {"name": "sha256", "checksum": "c5f5fabfe4e43426fd7b005d21dc005c0f27c8277b931e11438c1bfe578f0b53"}, "config": {"enabled": true, "alias": null, "schema": "qualtrics_dev", "database": null, "tags": ["qualtrics", "fivetran_package", "staging"], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "batch_size": null, "lookback": 1, "begin": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "event_time": null, "concurrent_batches": null, "access": "protected", "freshness": null}, "tags": ["qualtrics", "fivetran_package", "staging"], "description": "Questions within a survey.", "columns": {"is_deleted": {"name": "is_deleted", "description": "Boolean representing whether the record was soft-deleted in Qualtrics.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics._fivetran_deleted"]}, "_fivetran_synced": {"name": "_fivetran_synced", "description": "The time when a record was last updated by Fivetran.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics._fivetran_synced"]}, "data_export_tag": {"name": "data_export_tag", "description": "The tag to identify the question in exported data.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.data_export_tag"]}, "is_data_hidden": {"name": "is_data_hidden", "description": "Boolean that represents whether the embedded data is hidden.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.data_visibility_hidden"]}, "is_data_private": {"name": "is_data_private", "description": "Boolean that represents whether the embedded data is private.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.data_visibility_private"]}, "question_id": {"name": "question_id", "description": "The unique identifier for the question. Match pattern = ^QID[a-zA-Z0-9]+$", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.question_id"]}, "next_answer_id": {"name": "next_answer_id", "description": "For Matrix questions, the vertical options are denoted as \"Answers\" in the question's structure. \nID of the next answer for this question. ?", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.next_answer_id"]}, "next_choice_id": {"name": "next_choice_id", "description": "For Matrix questions, the horizontal options are denoted as \"Choices\" in the question's structure. \n\nID of the next choice for this question. ?", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.next_choice_id"]}, "question_description": {"name": "question_description", "description": "Label to identify the question.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.question_description"]}, "question_description_option": {"name": "question_description_option", "description": "An optional user-provided field for question descriptions. Accepted values = `UseText`, `SpecifyLabel`", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.question_description_option"]}, "question_text": {"name": "question_text", "description": "Text for the question.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.question_text"]}, "question_text_unsafe": {"name": "question_text_unsafe", "description": "Un-paresed version of the question text.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.question_text_unsafe"]}, "question_type": {"name": "question_type", "description": "The type of question. Can be -\n`MC`,`Matrix`,`Captcha`,`CS`,`DB`,`DD`,`Draw`,`DynamicMatrix`,`FileUpload`,`GAP`,`HeatMap`,`HL`,`HotSpot`,`Meta`,`PGR`,`RO`,`SBS`,`Slider`,`SS`,`TE`,`Timing`,`TreeSelect`", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.question_type"]}, "selector": {"name": "selector", "description": "How answers are selected such as single answer, multiple answer, etc. Accepted values - \n- `Bipolar`\n- `Browser`\n- `Captcha`\n- `CompactView`\n- `CS`\n- `D`\n- `DL`\n- `DND`\n- `DragAndDrop`\n- `ESTB`\n- `FORM`\n- `FileUpload`\n- `GRB`\n- `HBAR`\n- `HR`\n- `HSLIDER`\n- `I`\n- `Image`\n- `LikeDislike`\n- `Likert`\n- `MACOL`\n- `MAHR`\n- `MAVR`\n- `ML`\n- `MSB`\n- `MaxDiff`\n- `NPS`\n- `OH`\n- `OnOff`\n- `POS`\n- `PTB`\n- `PW`\n- `PageTimer`\n- `Profile`\n- `RB`\n- `RO`\n- `SACOL`\n- `SAHR`\n- `SAVR`\n- `SB`\n- `SBSMatrix`\n- `SL`\n- `STAR`\n- `ScreenCapture`\n- `SearchOnly`\n- `Signature`\n- `TA`\n- `TB`\n- `TBelow`\n- `TE`\n- `TL`\n- `TRight`\n- `Text`\n- `V1`\n- `V2`\n- `VR`\n- `VRTL`\n- `WTXB`", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.selector"]}, "sub_selector": {"name": "sub_selector", "description": "How subquestion answers are selected. Allowed values - SingleAnswer, DL, GR, DND, Long, Medium, MultipleAnswer, Columns, NoColumns, Short, TX, TXOT, WOTXB, WOTB, WTB, WTXB, WVTB.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.sub_selector"]}, "survey_id": {"name": "survey_id", "description": "The unique identifier for this survey. Match pattern = ^SV_[a-zA-Z0-9]{11,15}$", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.survey_id"]}, "validation_setting_force_response": {"name": "validation_setting_force_response", "description": "The response from forcing respondents to answer a question or request that they consider answering the question before leaving the page", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.validation_setting_force_response"]}, "validation_setting_force_response_type": {"name": "validation_setting_force_response_type", "description": "The type of response from forcing respondents to answer a question or request that they consider answering the question before leaving the page", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.validation_setting_force_response_type"]}, "validation_setting_type": {"name": "validation_setting_type", "description": "The type of forced response validation that is set.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.validation_setting_type"]}, "source_relation": {"name": "source_relation", "description": "The schema or database this record came from if you are making use of the qualtrics_union_schemas or qualtrics_union_databases variables, respectively. Empty string if you are not using either of these variables to union together multiple Qualtrics connectors.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.source_relation"]}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "qualtrics://models/staging/stg_qualtrics.yml", "build_path": null, "unrendered_config": {"tags": ["staging"], "schema": "qualtrics_{{ var('directed_schema','dev') }}", "materialized": "table"}, "created_at": 1768514435.2406807, "relation_name": "\"postgres\".\"public_qualtrics_dev\".\"stg_qualtrics__question\"", "raw_code": "with base as (\n\n select * \n from {{ ref('stg_qualtrics__question_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_qualtrics__question_tmp')),\n staging_columns=get_question_columns()\n )\n }}\n\n {{ fivetran_utils.source_relation(\n union_schema_variable='qualtrics_union_schemas', \n union_database_variable='qualtrics_union_databases') \n }}\n \n from base\n),\n\nfinal as (\n \n select \n data_export_tag,\n data_visibility_hidden as is_data_hidden,\n data_visibility_private as is_data_private,\n id as question_id,\n next_answer_id,\n next_choice_id,\n question_description,\n question_description_option,\n question_text,\n question_text_unsafe,\n question_type,\n selector,\n sub_selector,\n survey_id,\n validation_setting_force_response,\n validation_setting_force_response_type,\n validation_setting_type,\n cast(_fivetran_deleted as {{ dbt.type_boolean() }}) as is_deleted,\n _fivetran_synced,\n source_relation\n from fields\n)\n\nselect *\nfrom final", "doc_blocks": [], "language": "sql", "refs": [{"name": "stg_qualtrics__question_tmp", "package": null, "version": null}, {"name": "stg_qualtrics__question_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "functions": [], "depends_on": {"macros": ["macro.qualtrics.get_question_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_boolean"], "nodes": ["model.qualtrics.stg_qualtrics__question_tmp"]}, "compiled_path": "target/compiled/qualtrics/models/staging/stg_qualtrics__question.sql", "compiled": true, "compiled_code": "with base as (\n\n select * \n from \"postgres\".\"public_qualtrics_dev\".\"stg_qualtrics__question_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 data_export_tag\n \n as \n \n data_export_tag\n \n, \n \n \n data_visibility_hidden\n \n as \n \n data_visibility_hidden\n \n, \n \n \n data_visibility_private\n \n as \n \n data_visibility_private\n \n, \n \n \n id\n \n as \n \n id\n \n, \n \n \n next_answer_id\n \n as \n \n next_answer_id\n \n, \n \n \n next_choice_id\n \n as \n \n next_choice_id\n \n, \n \n \n question_description\n \n as \n \n question_description\n \n, \n \n \n question_description_option\n \n as \n \n question_description_option\n \n, \n \n \n question_text\n \n as \n \n question_text\n \n, \n \n \n question_text_unsafe\n \n as \n \n question_text_unsafe\n \n, \n \n \n question_type\n \n as \n \n question_type\n \n, \n \n \n selector\n \n as \n \n selector\n \n, \n \n \n sub_selector\n \n as \n \n sub_selector\n \n, \n \n \n survey_id\n \n as \n \n survey_id\n \n, \n \n \n validation_setting_force_response\n \n as \n \n validation_setting_force_response\n \n, \n \n \n validation_setting_force_response_type\n \n as \n \n validation_setting_force_response_type\n \n, \n \n \n validation_setting_type\n \n as \n \n validation_setting_type\n \n\n\n\n\n \n\n\n, cast('' as TEXT) as source_relation\n\n\n\n \n from base\n),\n\nfinal as (\n \n select \n data_export_tag,\n data_visibility_hidden as is_data_hidden,\n data_visibility_private as is_data_private,\n id as question_id,\n next_answer_id,\n next_choice_id,\n question_description,\n question_description_option,\n question_text,\n question_text_unsafe,\n question_type,\n selector,\n sub_selector,\n survey_id,\n validation_setting_force_response,\n validation_setting_force_response_type,\n validation_setting_type,\n cast(_fivetran_deleted as boolean) as is_deleted,\n _fivetran_synced,\n source_relation\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, "primary_key": [], "time_spine": null}, "model.qualtrics.stg_qualtrics__block": {"database": "postgres", "schema": "public_qualtrics_dev", "name": "stg_qualtrics__block", "resource_type": "model", "package_name": "qualtrics", "path": "staging/stg_qualtrics__block.sql", "original_file_path": "models/staging/stg_qualtrics__block.sql", "unique_id": "model.qualtrics.stg_qualtrics__block", "fqn": ["qualtrics", "staging", "stg_qualtrics__block"], "alias": "stg_qualtrics__block", "checksum": {"name": "sha256", "checksum": "96d996228d433c60376c2935aae2a23cf6ac26f82cc96515fd67a8235f00fe84"}, "config": {"enabled": true, "alias": null, "schema": "qualtrics_dev", "database": null, "tags": ["qualtrics", "fivetran_package", "staging"], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "batch_size": null, "lookback": 1, "begin": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "event_time": null, "concurrent_batches": null, "access": "protected", "freshness": null}, "tags": ["qualtrics", "fivetran_package", "staging"], "description": "Groups of questions, used to organize longer surveys and conditionally display sets of questions.", "columns": {"is_deleted": {"name": "is_deleted", "description": "Boolean representing whether the record was soft-deleted in Qualtrics.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics._fivetran_deleted"]}, "_fivetran_synced": {"name": "_fivetran_synced", "description": "The time when a record was last updated by Fivetran.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics._fivetran_synced"]}, "is_locked": {"name": "is_locked", "description": "Boolean representing whether modification of the block and its contents is prevented.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.block_locking"]}, "block_visibility": {"name": "block_visibility", "description": "Whether the questions in the block are 'collapsed' or 'expanded' by default.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.block_visibility"]}, "description": {"name": "description", "description": "Description given to the block.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.block_description"]}, "block_id": {"name": "block_id", "description": "The ID of the survey block. Match pattern = ^BL_[a-zA-Z0-9]{11,15}$", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.block_id"]}, "randomize_questions": {"name": "randomize_questions", "description": "If/how the block questions are randomized. Can be - `false` (no randomization), `RandomWithXPerPage` (randomize all and place X questions in each block), `RandomWithOnlyX` (randomly present only X out of the total questions), or `Advanced` (custom configuration)", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.randomize_questions"]}, "survey_id": {"name": "survey_id", "description": "The unique identifier for this survey. Match pattern = ^SV_[a-zA-Z0-9]{11,15}$", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.survey_id"]}, "type": {"name": "type", "description": "Type of block. Can be `Trash`, `Default`, or `Standard`", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.block_type"]}, "source_relation": {"name": "source_relation", "description": "The schema or database this record came from if you are making use of the qualtrics_union_schemas or qualtrics_union_databases variables, respectively. Empty string if you are not using either of these variables to union together multiple Qualtrics connectors.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.source_relation"]}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "qualtrics://models/staging/stg_qualtrics.yml", "build_path": null, "unrendered_config": {"tags": ["staging"], "schema": "qualtrics_{{ var('directed_schema','dev') }}", "materialized": "table"}, "created_at": 1768514435.2506902, "relation_name": "\"postgres\".\"public_qualtrics_dev\".\"stg_qualtrics__block\"", "raw_code": "with base as (\n\n select * \n from {{ ref('stg_qualtrics__block_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_qualtrics__block_tmp')),\n staging_columns=get_block_columns()\n )\n }}\n\n {{ fivetran_utils.source_relation(\n union_schema_variable='qualtrics_union_schemas', \n union_database_variable='qualtrics_union_databases') \n }}\n\n from base\n),\n\nfinal as (\n \n select \n block_locking as is_locked,\n block_visibility,\n description,\n id as block_id,\n randomize_questions,\n survey_id,\n type,\n cast(_fivetran_deleted as {{ dbt.type_boolean() }}) as is_deleted,\n _fivetran_synced,\n source_relation\n\n from fields\n)\n\nselect *\nfrom final", "doc_blocks": [], "language": "sql", "refs": [{"name": "stg_qualtrics__block_tmp", "package": null, "version": null}, {"name": "stg_qualtrics__block_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "functions": [], "depends_on": {"macros": ["macro.qualtrics.get_block_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_boolean"], "nodes": ["model.qualtrics.stg_qualtrics__block_tmp"]}, "compiled_path": "target/compiled/qualtrics/models/staging/stg_qualtrics__block.sql", "compiled": true, "compiled_code": "with base as (\n\n select * \n from \"postgres\".\"public_qualtrics_dev\".\"stg_qualtrics__block_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 block_locking\n \n as \n \n block_locking\n \n, \n \n \n block_visibility\n \n as \n \n block_visibility\n \n, \n \n \n description\n \n as \n \n description\n \n, \n \n \n id\n \n as \n \n id\n \n, \n \n \n randomize_questions\n \n as \n \n randomize_questions\n \n, \n \n \n survey_id\n \n as \n \n survey_id\n \n, \n \n \n type\n \n as \n \n type\n \n\n\n\n\n \n\n\n, cast('' as TEXT) as source_relation\n\n\n\n\n from base\n),\n\nfinal as (\n \n select \n block_locking as is_locked,\n block_visibility,\n description,\n id as block_id,\n randomize_questions,\n survey_id,\n type,\n cast(_fivetran_deleted as boolean) as is_deleted,\n _fivetran_synced,\n source_relation\n\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, "primary_key": [], "time_spine": null}, "model.qualtrics.stg_qualtrics__directory": {"database": "postgres", "schema": "public_qualtrics_dev", "name": "stg_qualtrics__directory", "resource_type": "model", "package_name": "qualtrics", "path": "staging/stg_qualtrics__directory.sql", "original_file_path": "models/staging/stg_qualtrics__directory.sql", "unique_id": "model.qualtrics.stg_qualtrics__directory", "fqn": ["qualtrics", "staging", "stg_qualtrics__directory"], "alias": "stg_qualtrics__directory", "checksum": {"name": "sha256", "checksum": "c68fa6896aa7806922ec9c90378a6fcbe204a32a69b4804f202c5951a6abab2c"}, "config": {"enabled": true, "alias": null, "schema": "qualtrics_dev", "database": null, "tags": ["qualtrics", "fivetran_package", "staging"], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "batch_size": null, "lookback": 1, "begin": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "event_time": null, "concurrent_batches": null, "access": "protected", "freshness": null}, "tags": ["qualtrics", "fivetran_package", "staging"], "description": "A directory is an address book for the entire brand and contains all of the contacts that have been added by your users.", "columns": {"is_deleted": {"name": "is_deleted", "description": "Boolean representing whether the record was soft-deleted in Qualtrics.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics._fivetran_deleted"]}, "_fivetran_synced": {"name": "_fivetran_synced", "description": "The time when a record was last updated by Fivetran.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics._fivetran_synced"]}, "is_deduped_on_email": {"name": "is_deduped_on_email", "description": "Boolean representing if directory contacts are deduped based on email.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.deduplication_criteria_email"]}, "is_deduped_on_ext_ref": {"name": "is_deduped_on_ext_ref", "description": "Boolean representing if directory contacts are deduped based on an external data reference.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.deduplication_criteria_external_data_reference"]}, "is_deduped_on_first_name": {"name": "is_deduped_on_first_name", "description": "Boolean representing if directory contacts are deduped based on first name.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.deduplication_criteria_first_name"]}, "is_deduped_on_last_name": {"name": "is_deduped_on_last_name", "description": "Boolean representing if directory contacts are deduped based on last name.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.deduplication_criteria_last_name"]}, "is_deduped_on_phone": {"name": "is_deduped_on_phone", "description": "Boolean representing if directory contacts are deduped based on phone number.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.deduplication_criteria_phone"]}, "directory_id": {"name": "directory_id", "description": "The directory ID, also known as a pool ID. Example - POOL_012345678901234", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.directory_id"]}, "is_default": {"name": "is_default", "description": "Boolean representing if this directory is the default one for your brand. \n\nThe default directory will be the first directory listed in the dropdown menu in Qualtrics.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.is_default"]}, "name": {"name": "name", "description": "Name of the directory.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.directory_name"]}, "source_relation": {"name": "source_relation", "description": "The schema or database this record came from if you are making use of the qualtrics_union_schemas or qualtrics_union_databases variables, respectively. Empty string if you are not using either of these variables to union together multiple Qualtrics connectors.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.source_relation"]}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "qualtrics://models/staging/stg_qualtrics.yml", "build_path": null, "unrendered_config": {"tags": ["staging"], "schema": "qualtrics_{{ var('directed_schema','dev') }}", "materialized": "table"}, "created_at": 1768514435.2525475, "relation_name": "\"postgres\".\"public_qualtrics_dev\".\"stg_qualtrics__directory\"", "raw_code": "with base as (\n\n select * \n from {{ ref('stg_qualtrics__directory_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_qualtrics__directory_tmp')),\n staging_columns=get_directory_columns()\n )\n }}\n\n {{ fivetran_utils.source_relation(\n union_schema_variable='qualtrics_union_schemas', \n union_database_variable='qualtrics_union_databases') \n }}\n \n from base\n),\n\nfinal as (\n \n select \n deduplication_criteria_email as is_deduped_on_email,\n deduplication_criteria_external_data_reference as is_deduped_on_ext_ref,\n deduplication_criteria_first_name as is_deduped_on_first_name,\n deduplication_criteria_last_name as is_deduped_on_last_name,\n deduplication_criteria_phone as is_deduped_on_phone,\n id as directory_id,\n is_default,\n name,\n cast(_fivetran_deleted as {{ dbt.type_boolean() }}) as is_deleted,\n _fivetran_synced,\n source_relation\n\n {{ fivetran_utils.fill_pass_through_columns('qualtrics__directory_pass_through_columns') }}\n\n from fields\n)\n\nselect *\nfrom final", "doc_blocks": [], "language": "sql", "refs": [{"name": "stg_qualtrics__directory_tmp", "package": null, "version": null}, {"name": "stg_qualtrics__directory_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "functions": [], "depends_on": {"macros": ["macro.qualtrics.get_directory_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_boolean", "macro.fivetran_utils.fill_pass_through_columns"], "nodes": ["model.qualtrics.stg_qualtrics__directory_tmp"]}, "compiled_path": "target/compiled/qualtrics/models/staging/stg_qualtrics__directory.sql", "compiled": true, "compiled_code": "with base as (\n\n select * \n from \"postgres\".\"public_qualtrics_dev\".\"stg_qualtrics__directory_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 deduplication_criteria_email\n \n as \n \n deduplication_criteria_email\n \n, \n \n \n deduplication_criteria_external_data_reference\n \n as \n \n deduplication_criteria_external_data_reference\n \n, \n \n \n deduplication_criteria_first_name\n \n as \n \n deduplication_criteria_first_name\n \n, \n \n \n deduplication_criteria_last_name\n \n as \n \n deduplication_criteria_last_name\n \n, \n \n \n deduplication_criteria_phone\n \n as \n \n deduplication_criteria_phone\n \n, \n \n \n id\n \n as \n \n id\n \n, \n \n \n is_default\n \n as \n \n is_default\n \n, \n \n \n name\n \n as \n \n name\n \n\n\n\n\n \n\n\n, cast('' as TEXT) as source_relation\n\n\n\n \n from base\n),\n\nfinal as (\n \n select \n deduplication_criteria_email as is_deduped_on_email,\n deduplication_criteria_external_data_reference as is_deduped_on_ext_ref,\n deduplication_criteria_first_name as is_deduped_on_first_name,\n deduplication_criteria_last_name as is_deduped_on_last_name,\n deduplication_criteria_phone as is_deduped_on_phone,\n id as directory_id,\n is_default,\n name,\n cast(_fivetran_deleted as boolean) as is_deleted,\n _fivetran_synced,\n source_relation\n\n \n\n\n\n\n\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, "primary_key": [], "time_spine": null}, "model.qualtrics.stg_qualtrics__contact_mailing_list_membership": {"database": "postgres", "schema": "public_qualtrics_dev", "name": "stg_qualtrics__contact_mailing_list_membership", "resource_type": "model", "package_name": "qualtrics", "path": "staging/stg_qualtrics__contact_mailing_list_membership.sql", "original_file_path": "models/staging/stg_qualtrics__contact_mailing_list_membership.sql", "unique_id": "model.qualtrics.stg_qualtrics__contact_mailing_list_membership", "fqn": ["qualtrics", "staging", "stg_qualtrics__contact_mailing_list_membership"], "alias": "stg_qualtrics__contact_mailing_list_membership", "checksum": {"name": "sha256", "checksum": "171be500f0a051734772659c8c3752364a75cf1103491b49f26e454301a0071f"}, "config": {"enabled": true, "alias": null, "schema": "qualtrics_dev", "database": null, "tags": ["qualtrics", "fivetran_package", "staging"], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "batch_size": null, "lookback": 1, "begin": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "event_time": null, "concurrent_batches": null, "access": "protected", "freshness": null}, "tags": ["qualtrics", "fivetran_package", "staging"], "description": "Table relating contacts to mailing lists they are a part of.", "columns": {"_fivetran_synced": {"name": "_fivetran_synced", "description": "The time when a record was last updated by Fivetran.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics._fivetran_synced"]}, "contact_id": {"name": "contact_id", "description": "The ID for the contact. Example - CID_012345678901234", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.contact_id"]}, "contact_lookup_id": {"name": "contact_lookup_id", "description": "Optional contact lookup ID for individual distribution.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.contact_lookup_id"]}, "directory_id": {"name": "directory_id", "description": "The directory ID, also known as a pool ID. Example - POOL_012345678901234", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.directory_id"]}, "mailing_list_id": {"name": "mailing_list_id", "description": "The ID for the mailing list.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.mailing_list_id"]}, "name": {"name": "name", "description": "Name of the mailing list.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.mailing_list_name"]}, "owner_user_id": {"name": "owner_user_id", "description": "The unique identifier for a specific user who owns this.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.owner_id"]}, "unsubscribed_at": {"name": "unsubscribed_at", "description": "Date and time the user opted out of this mailing list.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.mailing_list_unsubscribe_date"]}, "is_unsubscribed": {"name": "is_unsubscribed", "description": "Boolean indicating whether the contact has opted out of receiving email through this mailing list.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.mailing_list_unsubscribed"]}, "source_relation": {"name": "source_relation", "description": "The schema or database this record came from if you are making use of the qualtrics_union_schemas or qualtrics_union_databases variables, respectively. Empty string if you are not using either of these variables to union together multiple Qualtrics connectors.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.source_relation"]}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "qualtrics://models/staging/stg_qualtrics.yml", "build_path": null, "unrendered_config": {"tags": ["staging"], "schema": "qualtrics_{{ var('directed_schema','dev') }}", "materialized": "table"}, "created_at": 1768514435.259088, "relation_name": "\"postgres\".\"public_qualtrics_dev\".\"stg_qualtrics__contact_mailing_list_membership\"", "raw_code": "with base as (\n\n select * \n from {{ ref('stg_qualtrics__contact_mailing_list_membership_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_qualtrics__contact_mailing_list_membership_tmp')),\n staging_columns=get_contact_mailing_list_membership_columns()\n )\n }}\n\n {{ fivetran_utils.source_relation(\n union_schema_variable='qualtrics_union_schemas', \n union_database_variable='qualtrics_union_databases') \n }}\n \n from base\n),\n\nfinal as (\n \n select \n contact_id,\n contact_lookup_id,\n directory_id,\n mailing_list_id,\n name,\n owner_id as owner_user_id,\n cast(unsubscribe_date as {{ dbt.type_timestamp() }}) as unsubscribed_at,\n cast(unsubscribed as {{ dbt.type_boolean() }}) as is_unsubscribed,\n _fivetran_synced,\n source_relation\n\n from fields\n)\n\nselect *\nfrom final", "doc_blocks": [], "language": "sql", "refs": [{"name": "stg_qualtrics__contact_mailing_list_membership_tmp", "package": null, "version": null}, {"name": "stg_qualtrics__contact_mailing_list_membership_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "functions": [], "depends_on": {"macros": ["macro.qualtrics.get_contact_mailing_list_membership_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_timestamp", "macro.dbt.type_boolean"], "nodes": ["model.qualtrics.stg_qualtrics__contact_mailing_list_membership_tmp"]}, "compiled_path": "target/compiled/qualtrics/models/staging/stg_qualtrics__contact_mailing_list_membership.sql", "compiled": true, "compiled_code": "with base as (\n\n select * \n from \"postgres\".\"public_qualtrics_dev\".\"stg_qualtrics__contact_mailing_list_membership_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 contact_id\n \n as \n \n contact_id\n \n, \n \n \n contact_lookup_id\n \n as \n \n contact_lookup_id\n \n, \n \n \n directory_id\n \n as \n \n directory_id\n \n, \n \n \n mailing_list_id\n \n as \n \n mailing_list_id\n \n, \n \n \n name\n \n as \n \n name\n \n, \n \n \n owner_id\n \n as \n \n owner_id\n \n, \n \n \n unsubscribe_date\n \n as \n \n unsubscribe_date\n \n, \n \n \n unsubscribed\n \n as \n \n unsubscribed\n \n\n\n\n\n \n\n\n, cast('' as TEXT) as source_relation\n\n\n\n \n from base\n),\n\nfinal as (\n \n select \n contact_id,\n contact_lookup_id,\n directory_id,\n mailing_list_id,\n name,\n owner_id as owner_user_id,\n cast(unsubscribe_date as timestamp) as unsubscribed_at,\n cast(unsubscribed as boolean) as is_unsubscribed,\n _fivetran_synced,\n source_relation\n\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, "primary_key": [], "time_spine": null}, "model.qualtrics.stg_qualtrics__block_question": {"database": "postgres", "schema": "public_qualtrics_dev", "name": "stg_qualtrics__block_question", "resource_type": "model", "package_name": "qualtrics", "path": "staging/stg_qualtrics__block_question.sql", "original_file_path": "models/staging/stg_qualtrics__block_question.sql", "unique_id": "model.qualtrics.stg_qualtrics__block_question", "fqn": ["qualtrics", "staging", "stg_qualtrics__block_question"], "alias": "stg_qualtrics__block_question", "checksum": {"name": "sha256", "checksum": "1f4fb899399ea23b4846113de18596c1ed669aa7992ea3bdd8969b4d38649c20"}, "config": {"enabled": true, "alias": null, "schema": "qualtrics_dev", "database": null, "tags": ["qualtrics", "fivetran_package", "staging"], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "batch_size": null, "lookback": 1, "begin": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "event_time": null, "concurrent_batches": null, "access": "protected", "freshness": null}, "tags": ["qualtrics", "fivetran_package", "staging"], "description": "Table relating questions and blocks together.", "columns": {"is_deleted": {"name": "is_deleted", "description": "Boolean representing whether the record was soft-deleted in Qualtrics.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics._fivetran_deleted"]}, "_fivetran_synced": {"name": "_fivetran_synced", "description": "The time when a record was last updated by Fivetran.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics._fivetran_synced"]}, "block_id": {"name": "block_id", "description": "The ID of the survey block. Match pattern = ^BL_[a-zA-Z0-9]{11,15}$", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.block_id"]}, "question_id": {"name": "question_id", "description": "The unique identifier for the question. Match pattern = ^QID[a-zA-Z0-9]+$", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.question_id"]}, "survey_id": {"name": "survey_id", "description": "The unique identifier for this survey. Match pattern = ^SV_[a-zA-Z0-9]{11,15}$", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.survey_id"]}, "source_relation": {"name": "source_relation", "description": "The schema or database this record came from if you are making use of the qualtrics_union_schemas or qualtrics_union_databases variables, respectively. Empty string if you are not using either of these variables to union together multiple Qualtrics connectors.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.source_relation"]}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "qualtrics://models/staging/stg_qualtrics.yml", "build_path": null, "unrendered_config": {"tags": ["staging"], "schema": "qualtrics_{{ var('directed_schema','dev') }}", "materialized": "table"}, "created_at": 1768514435.2514763, "relation_name": "\"postgres\".\"public_qualtrics_dev\".\"stg_qualtrics__block_question\"", "raw_code": "with base as (\n\n select * \n from {{ ref('stg_qualtrics__block_question_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_qualtrics__block_question_tmp')),\n staging_columns=get_block_question_columns()\n )\n }}\n\n {{ fivetran_utils.source_relation(\n union_schema_variable='qualtrics_union_schemas', \n union_database_variable='qualtrics_union_databases') \n }}\n\n from base\n),\n\nfinal as (\n \n select \n block_id,\n question_id,\n survey_id,\n cast(_fivetran_deleted as {{ dbt.type_boolean() }}) as is_deleted,\n _fivetran_synced,\n source_relation\n \n from fields\n)\n\nselect *\nfrom final", "doc_blocks": [], "language": "sql", "refs": [{"name": "stg_qualtrics__block_question_tmp", "package": null, "version": null}, {"name": "stg_qualtrics__block_question_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "functions": [], "depends_on": {"macros": ["macro.qualtrics.get_block_question_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_boolean"], "nodes": ["model.qualtrics.stg_qualtrics__block_question_tmp"]}, "compiled_path": "target/compiled/qualtrics/models/staging/stg_qualtrics__block_question.sql", "compiled": true, "compiled_code": "with base as (\n\n select * \n from \"postgres\".\"public_qualtrics_dev\".\"stg_qualtrics__block_question_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 block_id\n \n as \n \n block_id\n \n, \n \n \n question_id\n \n as \n \n question_id\n \n, \n \n \n survey_id\n \n as \n \n survey_id\n \n\n\n\n\n \n\n\n, cast('' as TEXT) as source_relation\n\n\n\n\n from base\n),\n\nfinal as (\n \n select \n block_id,\n question_id,\n survey_id,\n cast(_fivetran_deleted as boolean) as is_deleted,\n _fivetran_synced,\n source_relation\n \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, "primary_key": [], "time_spine": null}, "model.qualtrics.stg_qualtrics__survey_embedded_data": {"database": "postgres", "schema": "public_qualtrics_dev", "name": "stg_qualtrics__survey_embedded_data", "resource_type": "model", "package_name": "qualtrics", "path": "staging/stg_qualtrics__survey_embedded_data.sql", "original_file_path": "models/staging/stg_qualtrics__survey_embedded_data.sql", "unique_id": "model.qualtrics.stg_qualtrics__survey_embedded_data", "fqn": ["qualtrics", "staging", "stg_qualtrics__survey_embedded_data"], "alias": "stg_qualtrics__survey_embedded_data", "checksum": {"name": "sha256", "checksum": "f414470a3eeb52358ba7caf772f85b20b103f04e906d338f81985ec0892d14ac"}, "config": {"enabled": true, "alias": null, "schema": "qualtrics_dev", "database": null, "tags": ["qualtrics", "fivetran_package", "staging"], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "batch_size": null, "lookback": 1, "begin": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "event_time": null, "concurrent_batches": null, "access": "protected", "freshness": null}, "tags": ["qualtrics", "fivetran_package", "staging"], "description": "Any extra information you would like recorded in addition to the question responses.", "columns": {"_fivetran_synced": {"name": "_fivetran_synced", "description": "The time when a record was last updated by Fivetran.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics._fivetran_synced"]}, "import_id": {"name": "import_id", "description": "A unique identifier to recognize this import job of embedded survey data.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.import_id"]}, "key": {"name": "key", "description": "Key of the embedded survey data element.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.key"]}, "response_id": {"name": "response_id", "description": "The unique ID for the `SURVEY_RESPONSE`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.response_id"]}, "value": {"name": "value", "description": "Key of the embedded survey data element.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.value"]}, "source_relation": {"name": "source_relation", "description": "The schema or database this record came from if you are making use of the qualtrics_union_schemas or qualtrics_union_databases variables, respectively. Empty string if you are not using either of these variables to union together multiple Qualtrics connectors.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.source_relation"]}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "qualtrics://models/staging/stg_qualtrics.yml", "build_path": null, "unrendered_config": {"tags": ["staging"], "schema": "qualtrics_{{ var('directed_schema','dev') }}", "materialized": "table"}, "created_at": 1768514435.249322, "relation_name": "\"postgres\".\"public_qualtrics_dev\".\"stg_qualtrics__survey_embedded_data\"", "raw_code": "with base as (\n\n select * \n from {{ ref('stg_qualtrics__survey_embedded_data_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_qualtrics__survey_embedded_data_tmp')),\n staging_columns=get_survey_embedded_data_columns()\n )\n }}\n\n {{ fivetran_utils.source_relation(\n union_schema_variable='qualtrics_union_schemas', \n union_database_variable='qualtrics_union_databases') \n }}\n \n from base\n),\n\nfinal as (\n \n select \n import_id,\n key,\n response_id,\n value,\n _fivetran_synced,\n source_relation\n \n from fields\n)\n\nselect *\nfrom final", "doc_blocks": [], "language": "sql", "refs": [{"name": "stg_qualtrics__survey_embedded_data_tmp", "package": null, "version": null}, {"name": "stg_qualtrics__survey_embedded_data_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "functions": [], "depends_on": {"macros": ["macro.qualtrics.get_survey_embedded_data_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation"], "nodes": ["model.qualtrics.stg_qualtrics__survey_embedded_data_tmp"]}, "compiled_path": "target/compiled/qualtrics/models/staging/stg_qualtrics__survey_embedded_data.sql", "compiled": true, "compiled_code": "with base as (\n\n select * \n from \"postgres\".\"public_qualtrics_dev\".\"stg_qualtrics__survey_embedded_data_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 import_id\n \n as \n \n import_id\n \n, \n \n \n key\n \n as \n \n key\n \n, \n \n \n response_id\n \n as \n \n response_id\n \n, \n \n \n value\n \n as \n \n value\n \n\n\n\n\n \n\n\n, cast('' as TEXT) as source_relation\n\n\n\n \n from base\n),\n\nfinal as (\n \n select \n import_id,\n key,\n response_id,\n value,\n _fivetran_synced,\n source_relation\n \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, "primary_key": [], "time_spine": null}, "model.qualtrics.stg_qualtrics__survey_version": {"database": "postgres", "schema": "public_qualtrics_dev", "name": "stg_qualtrics__survey_version", "resource_type": "model", "package_name": "qualtrics", "path": "staging/stg_qualtrics__survey_version.sql", "original_file_path": "models/staging/stg_qualtrics__survey_version.sql", "unique_id": "model.qualtrics.stg_qualtrics__survey_version", "fqn": ["qualtrics", "staging", "stg_qualtrics__survey_version"], "alias": "stg_qualtrics__survey_version", "checksum": {"name": "sha256", "checksum": "ee6227eb49a5779db5c9f2644ec6db1024c3107266ad44b4c5dfb7888abaf1b7"}, "config": {"enabled": true, "alias": null, "schema": "qualtrics_dev", "database": null, "tags": ["qualtrics", "fivetran_package", "staging"], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "batch_size": null, "lookback": 1, "begin": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "event_time": null, "concurrent_batches": null, "access": "protected", "freshness": null}, "tags": ["qualtrics", "fivetran_package", "staging"], "description": "Published and un-published versions of surveys.", "columns": {"is_deleted": {"name": "is_deleted", "description": "Boolean representing whether the record was soft-deleted in Qualtrics.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics._fivetran_deleted"]}, "_fivetran_synced": {"name": "_fivetran_synced", "description": "The time when a record was last updated by Fivetran.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics._fivetran_synced"]}, "created_at": {"name": "created_at", "description": "The creation date and time of the record, expressed as an ISO 8601 value.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.creation_date"]}, "version_description": {"name": "version_description", "description": "A user-provided description of the survey version.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.survey_version_description"]}, "version_id": {"name": "version_id", "description": "The unique identifier for this survey version.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.version_id"]}, "is_published": {"name": "is_published", "description": "Boolean that, when true, publishes the version.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.published"]}, "survey_id": {"name": "survey_id", "description": "The unique identifier for this survey. Match pattern = ^SV_[a-zA-Z0-9]{11,15}$", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.survey_id"]}, "publisher_user_id": {"name": "publisher_user_id", "description": "ID of `USER` who published this survey version in your org.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.publisher_user_id"]}, "version_number": {"name": "version_number", "description": "The version number of this survey.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.version_number"]}, "was_published": {"name": "was_published", "description": "Boolean that is true if the survey version was published.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.was_published"]}, "source_relation": {"name": "source_relation", "description": "The schema or database this record came from if you are making use of the qualtrics_union_schemas or qualtrics_union_databases variables, respectively. Empty string if you are not using either of these variables to union together multiple Qualtrics connectors.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.source_relation"]}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "qualtrics://models/staging/stg_qualtrics.yml", "build_path": null, "unrendered_config": {"tags": ["staging"], "schema": "qualtrics_{{ var('directed_schema','dev') }}", "materialized": "table"}, "created_at": 1768514435.2485213, "relation_name": "\"postgres\".\"public_qualtrics_dev\".\"stg_qualtrics__survey_version\"", "raw_code": "with base as (\n\n select * \n from {{ ref('stg_qualtrics__survey_version_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_qualtrics__survey_version_tmp')),\n staging_columns=get_survey_version_columns()\n )\n }}\n\n {{ fivetran_utils.source_relation(\n union_schema_variable='qualtrics_union_schemas', \n union_database_variable='qualtrics_union_databases') \n }}\n \n from base\n),\n\nfinal as (\n \n select \n cast(creation_date as {{ dbt.type_timestamp() }}) as created_at,\n description as version_description,\n id as version_id,\n cast(published as {{ dbt.type_boolean() }}) as is_published,\n survey_id,\n user_id as publisher_user_id,\n version_number,\n cast(was_published as {{ dbt.type_boolean() }}) as was_published,\n cast(_fivetran_deleted as {{ dbt.type_boolean() }}) as is_deleted,\n _fivetran_synced,\n source_relation\n \n from fields\n)\n\nselect *\nfrom final", "doc_blocks": [], "language": "sql", "refs": [{"name": "stg_qualtrics__survey_version_tmp", "package": null, "version": null}, {"name": "stg_qualtrics__survey_version_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "functions": [], "depends_on": {"macros": ["macro.qualtrics.get_survey_version_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_timestamp", "macro.dbt.type_boolean"], "nodes": ["model.qualtrics.stg_qualtrics__survey_version_tmp"]}, "compiled_path": "target/compiled/qualtrics/models/staging/stg_qualtrics__survey_version.sql", "compiled": true, "compiled_code": "with base as (\n\n select * \n from \"postgres\".\"public_qualtrics_dev\".\"stg_qualtrics__survey_version_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 creation_date\n \n as \n \n creation_date\n \n, \n \n \n description\n \n as \n \n description\n \n, \n \n \n id\n \n as \n \n id\n \n, \n \n \n published\n \n as \n \n published\n \n, \n \n \n survey_id\n \n as \n \n survey_id\n \n, \n \n \n user_id\n \n as \n \n user_id\n \n, \n \n \n version_number\n \n as \n \n version_number\n \n, \n \n \n was_published\n \n as \n \n was_published\n \n\n\n\n\n \n\n\n, cast('' as TEXT) as source_relation\n\n\n\n \n from base\n),\n\nfinal as (\n \n select \n cast(creation_date as timestamp) as created_at,\n description as version_description,\n id as version_id,\n cast(published as boolean) as is_published,\n survey_id,\n user_id as publisher_user_id,\n version_number,\n cast(was_published as boolean) as was_published,\n cast(_fivetran_deleted as boolean) as is_deleted,\n _fivetran_synced,\n source_relation\n \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, "primary_key": [], "time_spine": null}, "model.qualtrics.stg_qualtrics__distribution_contact": {"database": "postgres", "schema": "public_qualtrics_dev", "name": "stg_qualtrics__distribution_contact", "resource_type": "model", "package_name": "qualtrics", "path": "staging/stg_qualtrics__distribution_contact.sql", "original_file_path": "models/staging/stg_qualtrics__distribution_contact.sql", "unique_id": "model.qualtrics.stg_qualtrics__distribution_contact", "fqn": ["qualtrics", "staging", "stg_qualtrics__distribution_contact"], "alias": "stg_qualtrics__distribution_contact", "checksum": {"name": "sha256", "checksum": "4f686edbd1142da3a32c04d5330cee06ac04d67113cb4332fa5c6a113c83419c"}, "config": {"enabled": true, "alias": null, "schema": "qualtrics_dev", "database": null, "tags": ["qualtrics", "fivetran_package", "staging"], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "batch_size": null, "lookback": 1, "begin": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "event_time": null, "concurrent_batches": null, "access": "protected", "freshness": null}, "tags": ["qualtrics", "fivetran_package", "staging"], "description": "Table relating contacts to distributions they've been a part of.", "columns": {"_fivetran_synced": {"name": "_fivetran_synced", "description": "The time when a record was last updated by Fivetran.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics._fivetran_synced"]}, "contact_frequency_rule_id": {"name": "contact_frequency_rule_id", "description": "The contact frequency Rule ID. Ex - FQ_AAB234234", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.contact_frequency_rule_id"]}, "contact_id": {"name": "contact_id", "description": "The ID for the contact. Example - CID_012345678901234", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.contact_id"]}, "contact_lookup_id": {"name": "contact_lookup_id", "description": "Optional contact lookup ID for individual distribution.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.contact_lookup_id"]}, "distribution_id": {"name": "distribution_id", "description": "The unique Distribution ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.distribution_id"]}, "opened_at": {"name": "opened_at", "description": "The time a survey was opened by the respondent, will be null if the survey has not been opened.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.opened_at"]}, "response_completed_at": {"name": "response_completed_at", "description": "The time a response was completed, will be null for uncompleted surveys.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.response_completed_at"]}, "response_id": {"name": "response_id", "description": "The ID of the survey response submitted by this contact. If no survey response has been submitted, this value will be null. If the survey was setup to anonymize responses, then this value will be `Anonymous`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.distribution_response_id"]}, "response_started_at": {"name": "response_started_at", "description": "The time a response was started by the respondent, will be null if survey has not been started.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.response_started_at"]}, "sent_at": {"name": "sent_at", "description": "The time a survey was sent to the respondent.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.sent_at"]}, "status": {"name": "status", "description": "One of ([full descriptions](https://api.qualtrics.com/fc8017650d0b9-distribution-status)):\n- `Pending`\n- `Success`\n- `Error`\n- `Opened`\n- `Complaint`\n- `Skipped`\n- `Blocked`\n- `Failure`\n- `Unknown`\n- `SoftBounce`\n- `HardBounce`\n- `SurveyStarted`\n- `SurveyPartiallyFinished`\n- `SurveyFinished`\n- `SurveyScreenedOut`\n- `SessionExpired`", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.distribution_status"]}, "survey_link": {"name": "survey_link", "description": "The survey link sent with the distribution. This is null when no link was sent.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.survey_link"]}, "survey_session_id": {"name": "survey_session_id", "description": "An identifier that represents the session in which the respondent interacted with the survey", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.survey_session_id"]}, "source_relation": {"name": "source_relation", "description": "The schema or database this record came from if you are making use of the qualtrics_union_schemas or qualtrics_union_databases variables, respectively. Empty string if you are not using either of these variables to union together multiple Qualtrics connectors.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.source_relation"]}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "qualtrics://models/staging/stg_qualtrics.yml", "build_path": null, "unrendered_config": {"tags": ["staging"], "schema": "qualtrics_{{ var('directed_schema','dev') }}", "materialized": "table"}, "created_at": 1768514435.256719, "relation_name": "\"postgres\".\"public_qualtrics_dev\".\"stg_qualtrics__distribution_contact\"", "raw_code": "with base as (\n\n select * \n from {{ ref('stg_qualtrics__distribution_contact_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_qualtrics__distribution_contact_tmp')),\n staging_columns=get_distribution_contact_columns()\n )\n }}\n\n {{ fivetran_utils.source_relation(\n union_schema_variable='qualtrics_union_schemas', \n union_database_variable='qualtrics_union_databases') \n }}\n \n from base\n),\n\nfinal as (\n \n select \n contact_frequency_rule_id,\n contact_id,\n contact_lookup_id,\n distribution_id,\n cast(opened_at as {{ dbt.type_timestamp() }}) as opened_at,\n cast(response_completed_at as {{ dbt.type_timestamp() }}) as response_completed_at,\n response_id,\n cast(response_started_at as {{ dbt.type_timestamp() }}) as response_started_at,\n cast(sent_at as {{ dbt.type_timestamp() }}) as sent_at,\n status,\n survey_link,\n survey_session_id,\n _fivetran_synced,\n source_relation\n\n from fields\n)\n\nselect *\nfrom final", "doc_blocks": [], "language": "sql", "refs": [{"name": "stg_qualtrics__distribution_contact_tmp", "package": null, "version": null}, {"name": "stg_qualtrics__distribution_contact_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "functions": [], "depends_on": {"macros": ["macro.qualtrics.get_distribution_contact_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_timestamp"], "nodes": ["model.qualtrics.stg_qualtrics__distribution_contact_tmp"]}, "compiled_path": "target/compiled/qualtrics/models/staging/stg_qualtrics__distribution_contact.sql", "compiled": true, "compiled_code": "with base as (\n\n select * \n from \"postgres\".\"public_qualtrics_dev\".\"stg_qualtrics__distribution_contact_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 contact_frequency_rule_id\n \n as \n \n contact_frequency_rule_id\n \n, \n \n \n contact_id\n \n as \n \n contact_id\n \n, \n \n \n contact_lookup_id\n \n as \n \n contact_lookup_id\n \n, \n \n \n distribution_id\n \n as \n \n distribution_id\n \n, \n \n \n opened_at\n \n as \n \n opened_at\n \n, \n \n \n response_completed_at\n \n as \n \n response_completed_at\n \n, \n \n \n response_id\n \n as \n \n response_id\n \n, \n \n \n response_started_at\n \n as \n \n response_started_at\n \n, \n \n \n sent_at\n \n as \n \n sent_at\n \n, \n \n \n status\n \n as \n \n status\n \n, \n \n \n survey_link\n \n as \n \n survey_link\n \n, \n \n \n survey_session_id\n \n as \n \n survey_session_id\n \n\n\n\n\n \n\n\n, cast('' as TEXT) as source_relation\n\n\n\n \n from base\n),\n\nfinal as (\n \n select \n contact_frequency_rule_id,\n contact_id,\n contact_lookup_id,\n distribution_id,\n cast(opened_at as timestamp) as opened_at,\n cast(response_completed_at as timestamp) as response_completed_at,\n response_id,\n cast(response_started_at as timestamp) as response_started_at,\n cast(sent_at as timestamp) as sent_at,\n status,\n survey_link,\n survey_session_id,\n _fivetran_synced,\n source_relation\n\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, "primary_key": [], "time_spine": null}, "model.qualtrics.stg_qualtrics__directory_contact_tmp": {"database": "postgres", "schema": "public_qualtrics_dev", "name": "stg_qualtrics__directory_contact_tmp", "resource_type": "model", "package_name": "qualtrics", "path": "staging/tmp/stg_qualtrics__directory_contact_tmp.sql", "original_file_path": "models/staging/tmp/stg_qualtrics__directory_contact_tmp.sql", "unique_id": "model.qualtrics.stg_qualtrics__directory_contact_tmp", "fqn": ["qualtrics", "staging", "tmp", "stg_qualtrics__directory_contact_tmp"], "alias": "stg_qualtrics__directory_contact_tmp", "checksum": {"name": "sha256", "checksum": "fa44077e3e665d6be2030778d078feedeba22928a30dc69bf491433729e05c33"}, "config": {"enabled": true, "alias": null, "schema": "qualtrics_dev", "database": null, "tags": ["qualtrics", "fivetran_package", "staging"], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "batch_size": null, "lookback": 1, "begin": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "event_time": null, "concurrent_batches": null, "access": "protected", "freshness": null}, "tags": ["qualtrics", "fivetran_package", "staging"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"tags": ["staging"], "schema": "qualtrics_{{ var('directed_schema','dev') }}", "materialized": "view"}, "created_at": 1768514434.5488734, "relation_name": "\"postgres\".\"public_qualtrics_dev\".\"stg_qualtrics__directory_contact_tmp\"", "raw_code": "{{\n qualtrics_union_data(\n table_identifier='directory_contact', \n database_variable='qualtrics_database', \n schema_variable='qualtrics_schema', \n default_database=target.database,\n default_schema='qualtrics',\n default_variable='directory_contact',\n union_schema_variable='qualtrics_union_schemas',\n union_database_variable='qualtrics_union_databases'\n )\n}}", "doc_blocks": [], "language": "sql", "refs": [], "sources": [["qualtrics", "directory_contact"], ["qualtrics", "directory_contact"]], "metrics": [], "functions": [], "depends_on": {"macros": ["macro.qualtrics.qualtrics_union_data"], "nodes": ["source.qualtrics.qualtrics.directory_contact"]}, "compiled_path": "target/compiled/qualtrics/models/staging/tmp/stg_qualtrics__directory_contact_tmp.sql", "compiled": true, "compiled_code": "\n \n \n \n \n \n select * \n from \"postgres\".\"public\".\"directory_contact\"", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null, "primary_key": [], "time_spine": null}, "model.qualtrics.stg_qualtrics__question_response_tmp": {"database": "postgres", "schema": "public_qualtrics_dev", "name": "stg_qualtrics__question_response_tmp", "resource_type": "model", "package_name": "qualtrics", "path": "staging/tmp/stg_qualtrics__question_response_tmp.sql", "original_file_path": "models/staging/tmp/stg_qualtrics__question_response_tmp.sql", "unique_id": "model.qualtrics.stg_qualtrics__question_response_tmp", "fqn": ["qualtrics", "staging", "tmp", "stg_qualtrics__question_response_tmp"], "alias": "stg_qualtrics__question_response_tmp", "checksum": {"name": "sha256", "checksum": "63ea0a9b189ed19d3b394dd9974b96aaacc3294ea3cf281cf26fb1d034e48aaa"}, "config": {"enabled": true, "alias": null, "schema": "qualtrics_dev", "database": null, "tags": ["qualtrics", "fivetran_package", "staging"], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "batch_size": null, "lookback": 1, "begin": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "event_time": null, "concurrent_batches": null, "access": "protected", "freshness": null}, "tags": ["qualtrics", "fivetran_package", "staging"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"tags": ["staging"], "schema": "qualtrics_{{ var('directed_schema','dev') }}", "materialized": "view"}, "created_at": 1768514434.5878747, "relation_name": "\"postgres\".\"public_qualtrics_dev\".\"stg_qualtrics__question_response_tmp\"", "raw_code": "{{\n qualtrics_union_data(\n table_identifier='question_response', \n database_variable='qualtrics_database', \n schema_variable='qualtrics_schema', \n default_database=target.database,\n default_schema='qualtrics',\n default_variable='question_response',\n union_schema_variable='qualtrics_union_schemas',\n union_database_variable='qualtrics_union_databases'\n )\n}}", "doc_blocks": [], "language": "sql", "refs": [], "sources": [["qualtrics", "question_response"], ["qualtrics", "question_response"]], "metrics": [], "functions": [], "depends_on": {"macros": ["macro.qualtrics.qualtrics_union_data"], "nodes": ["source.qualtrics.qualtrics.question_response"]}, "compiled_path": "target/compiled/qualtrics/models/staging/tmp/stg_qualtrics__question_response_tmp.sql", "compiled": true, "compiled_code": "\n \n \n \n \n \n select * \n from \"postgres\".\"public\".\"question_response\"", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null, "primary_key": [], "time_spine": null}, "model.qualtrics.stg_qualtrics__question_option_tmp": {"database": "postgres", "schema": "public_qualtrics_dev", "name": "stg_qualtrics__question_option_tmp", "resource_type": "model", "package_name": "qualtrics", "path": "staging/tmp/stg_qualtrics__question_option_tmp.sql", "original_file_path": "models/staging/tmp/stg_qualtrics__question_option_tmp.sql", "unique_id": "model.qualtrics.stg_qualtrics__question_option_tmp", "fqn": ["qualtrics", "staging", "tmp", "stg_qualtrics__question_option_tmp"], "alias": "stg_qualtrics__question_option_tmp", "checksum": {"name": "sha256", "checksum": "efad2a32d4e5da2cea44070bbeff53025c7c8ede2d48d4e0a94addbdba29721c"}, "config": {"enabled": true, "alias": null, "schema": "qualtrics_dev", "database": null, "tags": ["qualtrics", "fivetran_package", "staging"], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "batch_size": null, "lookback": 1, "begin": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "event_time": null, "concurrent_batches": null, "access": "protected", "freshness": null}, "tags": ["qualtrics", "fivetran_package", "staging"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"tags": ["staging"], "schema": "qualtrics_{{ var('directed_schema','dev') }}", "materialized": "view"}, "created_at": 1768514434.5966835, "relation_name": "\"postgres\".\"public_qualtrics_dev\".\"stg_qualtrics__question_option_tmp\"", "raw_code": "{{\n qualtrics_union_data(\n table_identifier='question_option', \n database_variable='qualtrics_database', \n schema_variable='qualtrics_schema', \n default_database=target.database,\n default_schema='qualtrics',\n default_variable='question_option',\n union_schema_variable='qualtrics_union_schemas',\n union_database_variable='qualtrics_union_databases'\n )\n}}", "doc_blocks": [], "language": "sql", "refs": [], "sources": [["qualtrics", "question_option"], ["qualtrics", "question_option"]], "metrics": [], "functions": [], "depends_on": {"macros": ["macro.qualtrics.qualtrics_union_data"], "nodes": ["source.qualtrics.qualtrics.question_option"]}, "compiled_path": "target/compiled/qualtrics/models/staging/tmp/stg_qualtrics__question_option_tmp.sql", "compiled": true, "compiled_code": "\n \n \n \n \n \n select * \n from \"postgres\".\"public\".\"question_option\"", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null, "primary_key": [], "time_spine": null}, "model.qualtrics.stg_qualtrics__contact_mailing_list_membership_tmp": {"database": "postgres", "schema": "public_qualtrics_dev", "name": "stg_qualtrics__contact_mailing_list_membership_tmp", "resource_type": "model", "package_name": "qualtrics", "path": "staging/tmp/stg_qualtrics__contact_mailing_list_membership_tmp.sql", "original_file_path": "models/staging/tmp/stg_qualtrics__contact_mailing_list_membership_tmp.sql", "unique_id": "model.qualtrics.stg_qualtrics__contact_mailing_list_membership_tmp", "fqn": ["qualtrics", "staging", "tmp", "stg_qualtrics__contact_mailing_list_membership_tmp"], "alias": "stg_qualtrics__contact_mailing_list_membership_tmp", "checksum": {"name": "sha256", "checksum": "7d622547b2dffe4112f52804b3c2dd2d5aa5d1c589f360149fda4664ae991100"}, "config": {"enabled": true, "alias": null, "schema": "qualtrics_dev", "database": null, "tags": ["qualtrics", "fivetran_package", "staging"], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "batch_size": null, "lookback": 1, "begin": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "event_time": null, "concurrent_batches": null, "access": "protected", "freshness": null}, "tags": ["qualtrics", "fivetran_package", "staging"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"tags": ["staging"], "schema": "qualtrics_{{ var('directed_schema','dev') }}", "materialized": "view"}, "created_at": 1768514434.6068075, "relation_name": "\"postgres\".\"public_qualtrics_dev\".\"stg_qualtrics__contact_mailing_list_membership_tmp\"", "raw_code": "{{\n qualtrics_union_data(\n table_identifier='contact_mailing_list_membership', \n database_variable='qualtrics_database', \n schema_variable='qualtrics_schema', \n default_database=target.database,\n default_schema='qualtrics',\n default_variable='contact_mailing_list_membership',\n union_schema_variable='qualtrics_union_schemas',\n union_database_variable='qualtrics_union_databases'\n )\n}}", "doc_blocks": [], "language": "sql", "refs": [], "sources": [["qualtrics", "contact_mailing_list_membership"], ["qualtrics", "contact_mailing_list_membership"]], "metrics": [], "functions": [], "depends_on": {"macros": ["macro.qualtrics.qualtrics_union_data"], "nodes": ["source.qualtrics.qualtrics.contact_mailing_list_membership"]}, "compiled_path": "target/compiled/qualtrics/models/staging/tmp/stg_qualtrics__contact_mailing_list_membership_tmp.sql", "compiled": true, "compiled_code": "\n \n \n \n \n \n select * \n from \"postgres\".\"public\".\"contact_mailing_list_membership\"", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null, "primary_key": [], "time_spine": null}, "model.qualtrics.stg_qualtrics__distribution_contact_tmp": {"database": "postgres", "schema": "public_qualtrics_dev", "name": "stg_qualtrics__distribution_contact_tmp", "resource_type": "model", "package_name": "qualtrics", "path": "staging/tmp/stg_qualtrics__distribution_contact_tmp.sql", "original_file_path": "models/staging/tmp/stg_qualtrics__distribution_contact_tmp.sql", "unique_id": "model.qualtrics.stg_qualtrics__distribution_contact_tmp", "fqn": ["qualtrics", "staging", "tmp", "stg_qualtrics__distribution_contact_tmp"], "alias": "stg_qualtrics__distribution_contact_tmp", "checksum": {"name": "sha256", "checksum": "ad8f3898bc3478a0b7d1001b77008be93947243da8dd943a932a06c9f1663199"}, "config": {"enabled": true, "alias": null, "schema": "qualtrics_dev", "database": null, "tags": ["qualtrics", "fivetran_package", "staging"], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "batch_size": null, "lookback": 1, "begin": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "event_time": null, "concurrent_batches": null, "access": "protected", "freshness": null}, "tags": ["qualtrics", "fivetran_package", "staging"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"tags": ["staging"], "schema": "qualtrics_{{ var('directed_schema','dev') }}", "materialized": "view"}, "created_at": 1768514434.6156127, "relation_name": "\"postgres\".\"public_qualtrics_dev\".\"stg_qualtrics__distribution_contact_tmp\"", "raw_code": "{{\n qualtrics_union_data(\n table_identifier='distribution_contact', \n database_variable='qualtrics_database', \n schema_variable='qualtrics_schema', \n default_database=target.database,\n default_schema='qualtrics',\n default_variable='distribution_contact',\n union_schema_variable='qualtrics_union_schemas',\n union_database_variable='qualtrics_union_databases'\n )\n}}", "doc_blocks": [], "language": "sql", "refs": [], "sources": [["qualtrics", "distribution_contact"], ["qualtrics", "distribution_contact"]], "metrics": [], "functions": [], "depends_on": {"macros": ["macro.qualtrics.qualtrics_union_data"], "nodes": ["source.qualtrics.qualtrics.distribution_contact"]}, "compiled_path": "target/compiled/qualtrics/models/staging/tmp/stg_qualtrics__distribution_contact_tmp.sql", "compiled": true, "compiled_code": "\n \n \n \n \n \n select * \n from \"postgres\".\"public\".\"distribution_contact\"", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null, "primary_key": [], "time_spine": null}, "model.qualtrics.stg_qualtrics__survey_embedded_data_tmp": {"database": "postgres", "schema": "public_qualtrics_dev", "name": "stg_qualtrics__survey_embedded_data_tmp", "resource_type": "model", "package_name": "qualtrics", "path": "staging/tmp/stg_qualtrics__survey_embedded_data_tmp.sql", "original_file_path": "models/staging/tmp/stg_qualtrics__survey_embedded_data_tmp.sql", "unique_id": "model.qualtrics.stg_qualtrics__survey_embedded_data_tmp", "fqn": ["qualtrics", "staging", "tmp", "stg_qualtrics__survey_embedded_data_tmp"], "alias": "stg_qualtrics__survey_embedded_data_tmp", "checksum": {"name": "sha256", "checksum": "ea2dab3f75ac05682880ffd6856111826e16be2c826e0b5aceb4f37cb83a50dc"}, "config": {"enabled": true, "alias": null, "schema": "qualtrics_dev", "database": null, "tags": ["qualtrics", "fivetran_package", "staging"], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "batch_size": null, "lookback": 1, "begin": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "event_time": null, "concurrent_batches": null, "access": "protected", "freshness": null}, "tags": ["qualtrics", "fivetran_package", "staging"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"tags": ["staging"], "schema": "qualtrics_{{ var('directed_schema','dev') }}", "materialized": "view"}, "created_at": 1768514434.6241677, "relation_name": "\"postgres\".\"public_qualtrics_dev\".\"stg_qualtrics__survey_embedded_data_tmp\"", "raw_code": "{{\n qualtrics_union_data(\n table_identifier='survey_embedded_data', \n database_variable='qualtrics_database', \n schema_variable='qualtrics_schema', \n default_database=target.database,\n default_schema='qualtrics',\n default_variable='survey_embedded_data',\n union_schema_variable='qualtrics_union_schemas',\n union_database_variable='qualtrics_union_databases'\n )\n}}", "doc_blocks": [], "language": "sql", "refs": [], "sources": [["qualtrics", "survey_embedded_data"], ["qualtrics", "survey_embedded_data"]], "metrics": [], "functions": [], "depends_on": {"macros": ["macro.qualtrics.qualtrics_union_data"], "nodes": ["source.qualtrics.qualtrics.survey_embedded_data"]}, "compiled_path": "target/compiled/qualtrics/models/staging/tmp/stg_qualtrics__survey_embedded_data_tmp.sql", "compiled": true, "compiled_code": "\n \n \n \n \n \n select * \n from \"postgres\".\"public\".\"survey_embedded_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, "primary_key": [], "time_spine": null}, "model.qualtrics.stg_qualtrics__survey_version_tmp": {"database": "postgres", "schema": "public_qualtrics_dev", "name": "stg_qualtrics__survey_version_tmp", "resource_type": "model", "package_name": "qualtrics", "path": "staging/tmp/stg_qualtrics__survey_version_tmp.sql", "original_file_path": "models/staging/tmp/stg_qualtrics__survey_version_tmp.sql", "unique_id": "model.qualtrics.stg_qualtrics__survey_version_tmp", "fqn": ["qualtrics", "staging", "tmp", "stg_qualtrics__survey_version_tmp"], "alias": "stg_qualtrics__survey_version_tmp", "checksum": {"name": "sha256", "checksum": "706bfb6486b14a38a37fa7bebdfe1a87654a2ce0bf525ff7ececaca4faa5c485"}, "config": {"enabled": true, "alias": null, "schema": "qualtrics_dev", "database": null, "tags": ["qualtrics", "fivetran_package", "staging"], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "batch_size": null, "lookback": 1, "begin": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "event_time": null, "concurrent_batches": null, "access": "protected", "freshness": null}, "tags": ["qualtrics", "fivetran_package", "staging"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"tags": ["staging"], "schema": "qualtrics_{{ var('directed_schema','dev') }}", "materialized": "view"}, "created_at": 1768514434.6328747, "relation_name": "\"postgres\".\"public_qualtrics_dev\".\"stg_qualtrics__survey_version_tmp\"", "raw_code": "{{\n qualtrics_union_data(\n table_identifier='survey_version', \n database_variable='qualtrics_database', \n schema_variable='qualtrics_schema', \n default_database=target.database,\n default_schema='qualtrics',\n default_variable='survey_version',\n union_schema_variable='qualtrics_union_schemas',\n union_database_variable='qualtrics_union_databases'\n )\n}}", "doc_blocks": [], "language": "sql", "refs": [], "sources": [["qualtrics", "survey_version"], ["qualtrics", "survey_version"]], "metrics": [], "functions": [], "depends_on": {"macros": ["macro.qualtrics.qualtrics_union_data"], "nodes": ["source.qualtrics.qualtrics.survey_version"]}, "compiled_path": "target/compiled/qualtrics/models/staging/tmp/stg_qualtrics__survey_version_tmp.sql", "compiled": true, "compiled_code": "\n \n \n \n \n \n select * \n from \"postgres\".\"public\".\"survey_version\"", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null, "primary_key": [], "time_spine": null}, "model.qualtrics.stg_qualtrics__sub_question_tmp": {"database": "postgres", "schema": "public_qualtrics_dev", "name": "stg_qualtrics__sub_question_tmp", "resource_type": "model", "package_name": "qualtrics", "path": "staging/tmp/stg_qualtrics__sub_question_tmp.sql", "original_file_path": "models/staging/tmp/stg_qualtrics__sub_question_tmp.sql", "unique_id": "model.qualtrics.stg_qualtrics__sub_question_tmp", "fqn": ["qualtrics", "staging", "tmp", "stg_qualtrics__sub_question_tmp"], "alias": "stg_qualtrics__sub_question_tmp", "checksum": {"name": "sha256", "checksum": "2d9a347c57707a7980c758930f5e751aab78accac54551980cbe7b995937a1b2"}, "config": {"enabled": true, "alias": null, "schema": "qualtrics_dev", "database": null, "tags": ["qualtrics", "fivetran_package", "staging"], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "batch_size": null, "lookback": 1, "begin": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "event_time": null, "concurrent_batches": null, "access": "protected", "freshness": null}, "tags": ["qualtrics", "fivetran_package", "staging"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"tags": ["staging"], "schema": "qualtrics_{{ var('directed_schema','dev') }}", "materialized": "view"}, "created_at": 1768514434.6434517, "relation_name": "\"postgres\".\"public_qualtrics_dev\".\"stg_qualtrics__sub_question_tmp\"", "raw_code": "{{\n qualtrics_union_data(\n table_identifier='sub_question', \n database_variable='qualtrics_database', \n schema_variable='qualtrics_schema', \n default_database=target.database,\n default_schema='qualtrics',\n default_variable='sub_question',\n union_schema_variable='qualtrics_union_schemas',\n union_database_variable='qualtrics_union_databases'\n )\n}}", "doc_blocks": [], "language": "sql", "refs": [], "sources": [["qualtrics", "sub_question"], ["qualtrics", "sub_question"]], "metrics": [], "functions": [], "depends_on": {"macros": ["macro.qualtrics.qualtrics_union_data"], "nodes": ["source.qualtrics.qualtrics.sub_question"]}, "compiled_path": "target/compiled/qualtrics/models/staging/tmp/stg_qualtrics__sub_question_tmp.sql", "compiled": true, "compiled_code": "\n \n \n \n \n \n select * \n from \"postgres\".\"public\".\"sub_question\"", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null, "primary_key": [], "time_spine": null}, "model.qualtrics.stg_qualtrics__directory_mailing_list_tmp": {"database": "postgres", "schema": "public_qualtrics_dev", "name": "stg_qualtrics__directory_mailing_list_tmp", "resource_type": "model", "package_name": "qualtrics", "path": "staging/tmp/stg_qualtrics__directory_mailing_list_tmp.sql", "original_file_path": "models/staging/tmp/stg_qualtrics__directory_mailing_list_tmp.sql", "unique_id": "model.qualtrics.stg_qualtrics__directory_mailing_list_tmp", "fqn": ["qualtrics", "staging", "tmp", "stg_qualtrics__directory_mailing_list_tmp"], "alias": "stg_qualtrics__directory_mailing_list_tmp", "checksum": {"name": "sha256", "checksum": "c09c8ef1743b473478c812a04096345c24e41503d4b53feb9399ef29709c3b4a"}, "config": {"enabled": true, "alias": null, "schema": "qualtrics_dev", "database": null, "tags": ["qualtrics", "fivetran_package", "staging"], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "batch_size": null, "lookback": 1, "begin": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "event_time": null, "concurrent_batches": null, "access": "protected", "freshness": null}, "tags": ["qualtrics", "fivetran_package", "staging"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"tags": ["staging"], "schema": "qualtrics_{{ var('directed_schema','dev') }}", "materialized": "view"}, "created_at": 1768514434.6519642, "relation_name": "\"postgres\".\"public_qualtrics_dev\".\"stg_qualtrics__directory_mailing_list_tmp\"", "raw_code": "{{\n qualtrics_union_data(\n table_identifier='directory_mailing_list', \n database_variable='qualtrics_database', \n schema_variable='qualtrics_schema', \n default_database=target.database,\n default_schema='qualtrics',\n default_variable='directory_mailing_list',\n union_schema_variable='qualtrics_union_schemas',\n union_database_variable='qualtrics_union_databases'\n )\n}}", "doc_blocks": [], "language": "sql", "refs": [], "sources": [["qualtrics", "directory_mailing_list"], ["qualtrics", "directory_mailing_list"]], "metrics": [], "functions": [], "depends_on": {"macros": ["macro.qualtrics.qualtrics_union_data"], "nodes": ["source.qualtrics.qualtrics.directory_mailing_list"]}, "compiled_path": "target/compiled/qualtrics/models/staging/tmp/stg_qualtrics__directory_mailing_list_tmp.sql", "compiled": true, "compiled_code": "\n \n \n \n \n \n select * \n from \"postgres\".\"public\".\"directory_mailing_list\"", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null, "primary_key": [], "time_spine": null}, "model.qualtrics.stg_qualtrics__directory_tmp": {"database": "postgres", "schema": "public_qualtrics_dev", "name": "stg_qualtrics__directory_tmp", "resource_type": "model", "package_name": "qualtrics", "path": "staging/tmp/stg_qualtrics__directory_tmp.sql", "original_file_path": "models/staging/tmp/stg_qualtrics__directory_tmp.sql", "unique_id": "model.qualtrics.stg_qualtrics__directory_tmp", "fqn": ["qualtrics", "staging", "tmp", "stg_qualtrics__directory_tmp"], "alias": "stg_qualtrics__directory_tmp", "checksum": {"name": "sha256", "checksum": "65ff4c5c22ef25f24589212efa4724eb2756c360b77b9407f05a2c3b5ee58761"}, "config": {"enabled": true, "alias": null, "schema": "qualtrics_dev", "database": null, "tags": ["qualtrics", "fivetran_package", "staging"], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "batch_size": null, "lookback": 1, "begin": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "event_time": null, "concurrent_batches": null, "access": "protected", "freshness": null}, "tags": ["qualtrics", "fivetran_package", "staging"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"tags": ["staging"], "schema": "qualtrics_{{ var('directed_schema','dev') }}", "materialized": "view"}, "created_at": 1768514434.6605291, "relation_name": "\"postgres\".\"public_qualtrics_dev\".\"stg_qualtrics__directory_tmp\"", "raw_code": "{{\n qualtrics_union_data(\n table_identifier='directory', \n database_variable='qualtrics_database', \n schema_variable='qualtrics_schema', \n default_database=target.database,\n default_schema='qualtrics',\n default_variable='directory',\n union_schema_variable='qualtrics_union_schemas',\n union_database_variable='qualtrics_union_databases'\n )\n}}", "doc_blocks": [], "language": "sql", "refs": [], "sources": [["qualtrics", "directory"], ["qualtrics", "directory"]], "metrics": [], "functions": [], "depends_on": {"macros": ["macro.qualtrics.qualtrics_union_data"], "nodes": ["source.qualtrics.qualtrics.directory"]}, "compiled_path": "target/compiled/qualtrics/models/staging/tmp/stg_qualtrics__directory_tmp.sql", "compiled": true, "compiled_code": "\n \n \n \n \n \n select * \n from \"postgres\".\"public\".\"directory\"", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null, "primary_key": [], "time_spine": null}, "model.qualtrics.stg_qualtrics__block_tmp": {"database": "postgres", "schema": "public_qualtrics_dev", "name": "stg_qualtrics__block_tmp", "resource_type": "model", "package_name": "qualtrics", "path": "staging/tmp/stg_qualtrics__block_tmp.sql", "original_file_path": "models/staging/tmp/stg_qualtrics__block_tmp.sql", "unique_id": "model.qualtrics.stg_qualtrics__block_tmp", "fqn": ["qualtrics", "staging", "tmp", "stg_qualtrics__block_tmp"], "alias": "stg_qualtrics__block_tmp", "checksum": {"name": "sha256", "checksum": "352da9fd072fbf9e4469daad0b27307aaa97c0afcba2a7f85d275e28f2a60999"}, "config": {"enabled": true, "alias": null, "schema": "qualtrics_dev", "database": null, "tags": ["qualtrics", "fivetran_package", "staging"], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "batch_size": null, "lookback": 1, "begin": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "event_time": null, "concurrent_batches": null, "access": "protected", "freshness": null}, "tags": ["qualtrics", "fivetran_package", "staging"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"tags": ["staging"], "schema": "qualtrics_{{ var('directed_schema','dev') }}", "materialized": "view"}, "created_at": 1768514434.669235, "relation_name": "\"postgres\".\"public_qualtrics_dev\".\"stg_qualtrics__block_tmp\"", "raw_code": "{{\n qualtrics_union_data(\n table_identifier='block', \n database_variable='qualtrics_database', \n schema_variable='qualtrics_schema', \n default_database=target.database,\n default_schema='qualtrics',\n default_variable='block',\n union_schema_variable='qualtrics_union_schemas',\n union_database_variable='qualtrics_union_databases'\n )\n}}", "doc_blocks": [], "language": "sql", "refs": [], "sources": [["qualtrics", "block"], ["qualtrics", "block"]], "metrics": [], "functions": [], "depends_on": {"macros": ["macro.qualtrics.qualtrics_union_data"], "nodes": ["source.qualtrics.qualtrics.block"]}, "compiled_path": "target/compiled/qualtrics/models/staging/tmp/stg_qualtrics__block_tmp.sql", "compiled": true, "compiled_code": "\n \n \n \n \n \n select * \n from \"postgres\".\"public\".\"block\"", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null, "primary_key": [], "time_spine": null}, "model.qualtrics.stg_qualtrics__survey_response_tmp": {"database": "postgres", "schema": "public_qualtrics_dev", "name": "stg_qualtrics__survey_response_tmp", "resource_type": "model", "package_name": "qualtrics", "path": "staging/tmp/stg_qualtrics__survey_response_tmp.sql", "original_file_path": "models/staging/tmp/stg_qualtrics__survey_response_tmp.sql", "unique_id": "model.qualtrics.stg_qualtrics__survey_response_tmp", "fqn": ["qualtrics", "staging", "tmp", "stg_qualtrics__survey_response_tmp"], "alias": "stg_qualtrics__survey_response_tmp", "checksum": {"name": "sha256", "checksum": "c2eceb217a37c878f6d38805ae7bd1f7919a236a8514e1df4886b468e1674bed"}, "config": {"enabled": true, "alias": null, "schema": "qualtrics_dev", "database": null, "tags": ["qualtrics", "fivetran_package", "staging"], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "batch_size": null, "lookback": 1, "begin": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "event_time": null, "concurrent_batches": null, "access": "protected", "freshness": null}, "tags": ["qualtrics", "fivetran_package", "staging"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"tags": ["staging"], "schema": "qualtrics_{{ var('directed_schema','dev') }}", "materialized": "view"}, "created_at": 1768514434.6783164, "relation_name": "\"postgres\".\"public_qualtrics_dev\".\"stg_qualtrics__survey_response_tmp\"", "raw_code": "{{\n qualtrics_union_data(\n table_identifier='survey_response', \n database_variable='qualtrics_database', \n schema_variable='qualtrics_schema', \n default_database=target.database,\n default_schema='qualtrics',\n default_variable='survey_response',\n union_schema_variable='qualtrics_union_schemas',\n union_database_variable='qualtrics_union_databases'\n )\n}}", "doc_blocks": [], "language": "sql", "refs": [], "sources": [["qualtrics", "survey_response"], ["qualtrics", "survey_response"]], "metrics": [], "functions": [], "depends_on": {"macros": ["macro.qualtrics.qualtrics_union_data"], "nodes": ["source.qualtrics.qualtrics.survey_response"]}, "compiled_path": "target/compiled/qualtrics/models/staging/tmp/stg_qualtrics__survey_response_tmp.sql", "compiled": true, "compiled_code": "\n \n \n \n \n \n select * \n from \"postgres\".\"public\".\"survey_response\"", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null, "primary_key": [], "time_spine": null}, "model.qualtrics.stg_qualtrics__survey_tmp": {"database": "postgres", "schema": "public_qualtrics_dev", "name": "stg_qualtrics__survey_tmp", "resource_type": "model", "package_name": "qualtrics", "path": "staging/tmp/stg_qualtrics__survey_tmp.sql", "original_file_path": "models/staging/tmp/stg_qualtrics__survey_tmp.sql", "unique_id": "model.qualtrics.stg_qualtrics__survey_tmp", "fqn": ["qualtrics", "staging", "tmp", "stg_qualtrics__survey_tmp"], "alias": "stg_qualtrics__survey_tmp", "checksum": {"name": "sha256", "checksum": "19576fce99c02ca0632940d96332db53d0739d97e703276d775625b6a3c06dc4"}, "config": {"enabled": true, "alias": null, "schema": "qualtrics_dev", "database": null, "tags": ["qualtrics", "fivetran_package", "staging"], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "batch_size": null, "lookback": 1, "begin": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "event_time": null, "concurrent_batches": null, "access": "protected", "freshness": null}, "tags": ["qualtrics", "fivetran_package", "staging"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"tags": ["staging"], "schema": "qualtrics_{{ var('directed_schema','dev') }}", "materialized": "view"}, "created_at": 1768514434.6893382, "relation_name": "\"postgres\".\"public_qualtrics_dev\".\"stg_qualtrics__survey_tmp\"", "raw_code": "{{\n qualtrics_union_data(\n table_identifier='survey', \n database_variable='qualtrics_database', \n schema_variable='qualtrics_schema', \n default_database=target.database,\n default_schema='qualtrics',\n default_variable='survey',\n union_schema_variable='qualtrics_union_schemas',\n union_database_variable='qualtrics_union_databases'\n )\n}}", "doc_blocks": [], "language": "sql", "refs": [], "sources": [["qualtrics", "survey"], ["qualtrics", "survey"]], "metrics": [], "functions": [], "depends_on": {"macros": ["macro.qualtrics.qualtrics_union_data"], "nodes": ["source.qualtrics.qualtrics.survey"]}, "compiled_path": "target/compiled/qualtrics/models/staging/tmp/stg_qualtrics__survey_tmp.sql", "compiled": true, "compiled_code": "\n \n \n \n \n \n select * \n from \"postgres\".\"public\".\"survey\"", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null, "primary_key": [], "time_spine": null}, "model.qualtrics.stg_qualtrics__core_mailing_list_tmp": {"database": "postgres", "schema": "public_qualtrics_dev", "name": "stg_qualtrics__core_mailing_list_tmp", "resource_type": "model", "package_name": "qualtrics", "path": "staging/tmp/stg_qualtrics__core_mailing_list_tmp.sql", "original_file_path": "models/staging/tmp/stg_qualtrics__core_mailing_list_tmp.sql", "unique_id": "model.qualtrics.stg_qualtrics__core_mailing_list_tmp", "fqn": ["qualtrics", "staging", "tmp", "stg_qualtrics__core_mailing_list_tmp"], "alias": "stg_qualtrics__core_mailing_list_tmp", "checksum": {"name": "sha256", "checksum": "5b7b95de776e592c5ca110af35bb1ebc92a246938240ba28da46e4ad19e55358"}, "config": {"enabled": true, "alias": null, "schema": "qualtrics_dev", "database": null, "tags": ["qualtrics", "fivetran_package", "staging"], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "batch_size": null, "lookback": 1, "begin": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "event_time": null, "concurrent_batches": null, "access": "protected", "freshness": null}, "tags": ["qualtrics", "fivetran_package", "staging"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"tags": ["staging"], "schema": "qualtrics_{{ var('directed_schema','dev') }}", "materialized": "view", "enabled": true}, "created_at": 1768514434.697888, "relation_name": "\"postgres\".\"public_qualtrics_dev\".\"stg_qualtrics__core_mailing_list_tmp\"", "raw_code": "{{ config(enabled=var('qualtrics__using_core_mailing_lists', false)) }}\n-- can disable\n{{\n qualtrics_union_data(\n table_identifier='core_mailing_list', \n database_variable='qualtrics_database', \n schema_variable='qualtrics_schema', \n default_database=target.database,\n default_schema='qualtrics',\n default_variable='core_mailing_list',\n union_schema_variable='qualtrics_union_schemas',\n union_database_variable='qualtrics_union_databases'\n )\n}}", "doc_blocks": [], "language": "sql", "refs": [], "sources": [["qualtrics", "core_mailing_list"], ["qualtrics", "core_mailing_list"]], "metrics": [], "functions": [], "depends_on": {"macros": ["macro.qualtrics.qualtrics_union_data"], "nodes": ["source.qualtrics.qualtrics.core_mailing_list"]}, "compiled_path": "target/compiled/qualtrics/models/staging/tmp/stg_qualtrics__core_mailing_list_tmp.sql", "compiled": true, "compiled_code": "\n-- can disable\n\n \n \n \n \n \n select * \n from \"postgres\".\"public\".\"core_mailing_list\"", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null, "primary_key": [], "time_spine": null}, "model.qualtrics.stg_qualtrics__core_contact_tmp": {"database": "postgres", "schema": "public_qualtrics_dev", "name": "stg_qualtrics__core_contact_tmp", "resource_type": "model", "package_name": "qualtrics", "path": "staging/tmp/stg_qualtrics__core_contact_tmp.sql", "original_file_path": "models/staging/tmp/stg_qualtrics__core_contact_tmp.sql", "unique_id": "model.qualtrics.stg_qualtrics__core_contact_tmp", "fqn": ["qualtrics", "staging", "tmp", "stg_qualtrics__core_contact_tmp"], "alias": "stg_qualtrics__core_contact_tmp", "checksum": {"name": "sha256", "checksum": "56fc236872a68faa96a8f7e3853f4696e9ba607d980ce5290b0b83def437d10a"}, "config": {"enabled": true, "alias": null, "schema": "qualtrics_dev", "database": null, "tags": ["qualtrics", "fivetran_package", "staging"], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "batch_size": null, "lookback": 1, "begin": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "event_time": null, "concurrent_batches": null, "access": "protected", "freshness": null}, "tags": ["qualtrics", "fivetran_package", "staging"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"tags": ["staging"], "schema": "qualtrics_{{ var('directed_schema','dev') }}", "materialized": "view", "enabled": true}, "created_at": 1768514434.7071247, "relation_name": "\"postgres\".\"public_qualtrics_dev\".\"stg_qualtrics__core_contact_tmp\"", "raw_code": "{{ config(enabled=var('qualtrics__using_core_contacts', false)) }}\n-- can disable \n{{\n qualtrics_union_data(\n table_identifier='core_contact', \n database_variable='qualtrics_database', \n schema_variable='qualtrics_schema', \n default_database=target.database,\n default_schema='qualtrics',\n default_variable='core_contact',\n union_schema_variable='qualtrics_union_schemas',\n union_database_variable='qualtrics_union_databases'\n )\n}}", "doc_blocks": [], "language": "sql", "refs": [], "sources": [["qualtrics", "core_contact"], ["qualtrics", "core_contact"]], "metrics": [], "functions": [], "depends_on": {"macros": ["macro.qualtrics.qualtrics_union_data"], "nodes": ["source.qualtrics.qualtrics.core_contact"]}, "compiled_path": "target/compiled/qualtrics/models/staging/tmp/stg_qualtrics__core_contact_tmp.sql", "compiled": true, "compiled_code": "\n-- can disable \n\n \n \n \n \n \n select * \n from \"postgres\".\"public\".\"core_contact\"", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null, "primary_key": [], "time_spine": null}, "model.qualtrics.stg_qualtrics__distribution_tmp": {"database": "postgres", "schema": "public_qualtrics_dev", "name": "stg_qualtrics__distribution_tmp", "resource_type": "model", "package_name": "qualtrics", "path": "staging/tmp/stg_qualtrics__distribution_tmp.sql", "original_file_path": "models/staging/tmp/stg_qualtrics__distribution_tmp.sql", "unique_id": "model.qualtrics.stg_qualtrics__distribution_tmp", "fqn": ["qualtrics", "staging", "tmp", "stg_qualtrics__distribution_tmp"], "alias": "stg_qualtrics__distribution_tmp", "checksum": {"name": "sha256", "checksum": "15e721965f3252ee7c8499fd9611e81ae68632a211bf7b5b56a4eff3701d485f"}, "config": {"enabled": true, "alias": null, "schema": "qualtrics_dev", "database": null, "tags": ["qualtrics", "fivetran_package", "staging"], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "batch_size": null, "lookback": 1, "begin": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "event_time": null, "concurrent_batches": null, "access": "protected", "freshness": null}, "tags": ["qualtrics", "fivetran_package", "staging"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"tags": ["staging"], "schema": "qualtrics_{{ var('directed_schema','dev') }}", "materialized": "view"}, "created_at": 1768514434.7163868, "relation_name": "\"postgres\".\"public_qualtrics_dev\".\"stg_qualtrics__distribution_tmp\"", "raw_code": "{{\n qualtrics_union_data(\n table_identifier='distribution', \n database_variable='qualtrics_database', \n schema_variable='qualtrics_schema', \n default_database=target.database,\n default_schema='qualtrics',\n default_variable='distribution',\n union_schema_variable='qualtrics_union_schemas',\n union_database_variable='qualtrics_union_databases'\n )\n}}", "doc_blocks": [], "language": "sql", "refs": [], "sources": [["qualtrics", "distribution"], ["qualtrics", "distribution"]], "metrics": [], "functions": [], "depends_on": {"macros": ["macro.qualtrics.qualtrics_union_data"], "nodes": ["source.qualtrics.qualtrics.distribution"]}, "compiled_path": "target/compiled/qualtrics/models/staging/tmp/stg_qualtrics__distribution_tmp.sql", "compiled": true, "compiled_code": "\n \n \n \n \n \n select * \n from \"postgres\".\"public\".\"distribution\"", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null, "primary_key": [], "time_spine": null}, "model.qualtrics.stg_qualtrics__block_question_tmp": {"database": "postgres", "schema": "public_qualtrics_dev", "name": "stg_qualtrics__block_question_tmp", "resource_type": "model", "package_name": "qualtrics", "path": "staging/tmp/stg_qualtrics__block_question_tmp.sql", "original_file_path": "models/staging/tmp/stg_qualtrics__block_question_tmp.sql", "unique_id": "model.qualtrics.stg_qualtrics__block_question_tmp", "fqn": ["qualtrics", "staging", "tmp", "stg_qualtrics__block_question_tmp"], "alias": "stg_qualtrics__block_question_tmp", "checksum": {"name": "sha256", "checksum": "21264d1cb4e871d519797da8f623539d5cf9b38eae999cac75e7f54251efd36d"}, "config": {"enabled": true, "alias": null, "schema": "qualtrics_dev", "database": null, "tags": ["qualtrics", "fivetran_package", "staging"], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "batch_size": null, "lookback": 1, "begin": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "event_time": null, "concurrent_batches": null, "access": "protected", "freshness": null}, "tags": ["qualtrics", "fivetran_package", "staging"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"tags": ["staging"], "schema": "qualtrics_{{ var('directed_schema','dev') }}", "materialized": "view"}, "created_at": 1768514434.72669, "relation_name": "\"postgres\".\"public_qualtrics_dev\".\"stg_qualtrics__block_question_tmp\"", "raw_code": "{{\n qualtrics_union_data(\n table_identifier='block_question', \n database_variable='qualtrics_database', \n schema_variable='qualtrics_schema', \n default_database=target.database,\n default_schema='qualtrics',\n default_variable='block_question',\n union_schema_variable='qualtrics_union_schemas',\n union_database_variable='qualtrics_union_databases'\n )\n}}", "doc_blocks": [], "language": "sql", "refs": [], "sources": [["qualtrics", "block_question"], ["qualtrics", "block_question"]], "metrics": [], "functions": [], "depends_on": {"macros": ["macro.qualtrics.qualtrics_union_data"], "nodes": ["source.qualtrics.qualtrics.block_question"]}, "compiled_path": "target/compiled/qualtrics/models/staging/tmp/stg_qualtrics__block_question_tmp.sql", "compiled": true, "compiled_code": "\n \n \n \n \n \n select * \n from \"postgres\".\"public\".\"block_question\"", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null, "primary_key": [], "time_spine": null}, "model.qualtrics.stg_qualtrics__user_tmp": {"database": "postgres", "schema": "public_qualtrics_dev", "name": "stg_qualtrics__user_tmp", "resource_type": "model", "package_name": "qualtrics", "path": "staging/tmp/stg_qualtrics__user_tmp.sql", "original_file_path": "models/staging/tmp/stg_qualtrics__user_tmp.sql", "unique_id": "model.qualtrics.stg_qualtrics__user_tmp", "fqn": ["qualtrics", "staging", "tmp", "stg_qualtrics__user_tmp"], "alias": "stg_qualtrics__user_tmp", "checksum": {"name": "sha256", "checksum": "e586490536ef59fdc520f1ccda26b5be476db17443b908885dd9074b96e0e36d"}, "config": {"enabled": true, "alias": null, "schema": "qualtrics_dev", "database": null, "tags": ["qualtrics", "fivetran_package", "staging"], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "batch_size": null, "lookback": 1, "begin": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "event_time": null, "concurrent_batches": null, "access": "protected", "freshness": null}, "tags": ["qualtrics", "fivetran_package", "staging"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"tags": ["staging"], "schema": "qualtrics_{{ var('directed_schema','dev') }}", "materialized": "view"}, "created_at": 1768514434.7351718, "relation_name": "\"postgres\".\"public_qualtrics_dev\".\"stg_qualtrics__user_tmp\"", "raw_code": "{{\n qualtrics_union_data(\n table_identifier='user', \n database_variable='qualtrics_database', \n schema_variable='qualtrics_schema', \n default_database=target.database,\n default_schema='qualtrics',\n default_variable='user',\n union_schema_variable='qualtrics_union_schemas',\n union_database_variable='qualtrics_union_databases'\n )\n}}", "doc_blocks": [], "language": "sql", "refs": [], "sources": [["qualtrics", "user"], ["qualtrics", "user"]], "metrics": [], "functions": [], "depends_on": {"macros": ["macro.qualtrics.qualtrics_union_data"], "nodes": ["source.qualtrics.qualtrics.user"]}, "compiled_path": "target/compiled/qualtrics/models/staging/tmp/stg_qualtrics__user_tmp.sql", "compiled": true, "compiled_code": "\n \n \n \n \n \n select * \n from \"postgres\".\"public\".\"user\"", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null, "primary_key": [], "time_spine": null}, "model.qualtrics.stg_qualtrics__question_tmp": {"database": "postgres", "schema": "public_qualtrics_dev", "name": "stg_qualtrics__question_tmp", "resource_type": "model", "package_name": "qualtrics", "path": "staging/tmp/stg_qualtrics__question_tmp.sql", "original_file_path": "models/staging/tmp/stg_qualtrics__question_tmp.sql", "unique_id": "model.qualtrics.stg_qualtrics__question_tmp", "fqn": ["qualtrics", "staging", "tmp", "stg_qualtrics__question_tmp"], "alias": "stg_qualtrics__question_tmp", "checksum": {"name": "sha256", "checksum": "3b485f1288281d5ac7a29944636b4f221155b65e5d281e13a95ec0c6021e93f2"}, "config": {"enabled": true, "alias": null, "schema": "qualtrics_dev", "database": null, "tags": ["qualtrics", "fivetran_package", "staging"], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "batch_size": null, "lookback": 1, "begin": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "event_time": null, "concurrent_batches": null, "access": "protected", "freshness": null}, "tags": ["qualtrics", "fivetran_package", "staging"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"tags": ["staging"], "schema": "qualtrics_{{ var('directed_schema','dev') }}", "materialized": "view"}, "created_at": 1768514434.743625, "relation_name": "\"postgres\".\"public_qualtrics_dev\".\"stg_qualtrics__question_tmp\"", "raw_code": "{{\n qualtrics_union_data(\n table_identifier='question', \n database_variable='qualtrics_database', \n schema_variable='qualtrics_schema', \n default_database=target.database,\n default_schema='qualtrics',\n default_variable='question',\n union_schema_variable='qualtrics_union_schemas',\n union_database_variable='qualtrics_union_databases'\n )\n}}", "doc_blocks": [], "language": "sql", "refs": [], "sources": [["qualtrics", "question"], ["qualtrics", "question"]], "metrics": [], "functions": [], "depends_on": {"macros": ["macro.qualtrics.qualtrics_union_data"], "nodes": ["source.qualtrics.qualtrics.question"]}, "compiled_path": "target/compiled/qualtrics/models/staging/tmp/stg_qualtrics__question_tmp.sql", "compiled": true, "compiled_code": "\n \n \n \n \n \n select * \n from \"postgres\".\"public\".\"question\"", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null, "primary_key": [], "time_spine": null}, "model.qualtrics.int_qualtrics__contacts": {"database": "postgres", "schema": "public_qualtrics_dev", "name": "int_qualtrics__contacts", "resource_type": "model", "package_name": "qualtrics", "path": "intermediate/int_qualtrics__contacts.sql", "original_file_path": "models/intermediate/int_qualtrics__contacts.sql", "unique_id": "model.qualtrics.int_qualtrics__contacts", "fqn": ["qualtrics", "intermediate", "int_qualtrics__contacts"], "alias": "int_qualtrics__contacts", "checksum": {"name": "sha256", "checksum": "25914944f3627fc2c19040b022221c5d3f979489b1d1e1c05c3111249046158c"}, "config": {"enabled": true, "alias": null, "schema": "qualtrics_dev", "database": null, "tags": ["qualtrics", "fivetran_package"], "meta": {}, "group": null, "materialized": "ephemeral", "incremental_strategy": null, "batch_size": null, "lookback": 1, "begin": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "event_time": null, "concurrent_batches": null, "access": "protected", "freshness": null}, "tags": ["qualtrics", "fivetran_package"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"tags": ["qualtrics", "fivetran_package"], "schema": "qualtrics_{{ var('directed_schema','dev') }}", "materialized": "ephemeral"}, "created_at": 1768514434.7518227, "relation_name": null, "raw_code": "{# \nThis model unions together contacts from the XM Directory and Research Core Contact endpoints.\nResearch Core contacts will be deprecated in 2023 by Qualtrics\n#}\nwith directory_contact as (\n\n select *\n from {{ ref('stg_qualtrics__directory_contact') }}\n),\n\ncontact_mailing_list_membership as (\n\n select * \n from {{ ref('stg_qualtrics__contact_mailing_list_membership') }}\n),\n\n-- in XM directory a contact can belong to multiple mailing lists within a directory\n-- need to split counts and string_aggs on redshift \ncount_mailing_lists as (\n\n select \n directory_id,\n contact_id,\n source_relation,\n count(distinct case when not is_unsubscribed then mailing_list_id else null end) as count_mailing_lists_subscribed_to,\n count(distinct case when is_unsubscribed then mailing_list_id else null end) as count_mailing_lists_unsubscribed_from\n\n from contact_mailing_list_membership\n group by 1,2,3\n),\n\n-- in XM directory a contact can belong to multiple mailing lists within a directory\n-- need to split counts and string_aggs on redshift \nagg_mailing_lists as (\n\n select \n directory_id,\n contact_id,\n source_relation,\n {{ fivetran_utils.string_agg('mailing_list_id', \"', '\") }} as mailing_list_ids\n\n from contact_mailing_list_membership\n group by 1,2,3\n),\n\ndirectory_contact_join as (\n\n select\n directory_contact.*,\n count_mailing_lists.count_mailing_lists_subscribed_to,\n count_mailing_lists.count_mailing_lists_unsubscribed_from,\n agg_mailing_lists.mailing_list_ids\n from directory_contact\n left join agg_mailing_lists\n on directory_contact.contact_id = agg_mailing_lists.contact_id\n and directory_contact.directory_id = agg_mailing_lists.directory_id \n and directory_contact.source_relation = agg_mailing_lists.source_relation\n left join count_mailing_lists\n on directory_contact.contact_id = count_mailing_lists.contact_id\n and directory_contact.directory_id = count_mailing_lists.directory_id \n and directory_contact.source_relation = count_mailing_lists.source_relation\n),\n\n{% if var('qualtrics__using_core_contacts', false) %}\ncore_contact as (\n\n select *\n from {{ ref('stg_qualtrics__core_contact') }}\n),\n\n-- Roll up mailing lists since contacts in the XM directory endpoint can belong to multiple (or none)\n-- need to split counts and string_aggs on redshift \ncount_core_mailing_lists as (\n\n select \n contact_id,\n source_relation,\n count(distinct case when not is_unsubscribed then mailing_list_id else null end) as count_mailing_lists_subscribed_to,\n count(distinct case when is_unsubscribed then mailing_list_id else null end) as count_mailing_lists_unsubscribed_from\n\n from core_contact\n group by 1,2\n),\n\n-- Roll up mailing lists since contacts in the XM directory endpoint can belong to multiple (or none)\n-- need to split counts and string_aggs on redshift \nagg_core_mailing_lists as (\n\n select \n contact_id,\n source_relation,\n {{ fivetran_utils.string_agg('mailing_list_id', \"', '\") }} as mailing_list_ids\n\n from core_contact\n group by 1,2\n),\n\ncore_contact_join as (\n\n select\n core_contact.*,\n count_core_mailing_lists.count_mailing_lists_subscribed_to,\n count_core_mailing_lists.count_mailing_lists_unsubscribed_from,\n agg_core_mailing_lists.mailing_list_ids\n from core_contact\n left join agg_core_mailing_lists\n on core_contact.contact_id = agg_core_mailing_lists.contact_id\n and core_contact.source_relation = agg_core_mailing_lists.source_relation\n left join count_core_mailing_lists\n on core_contact.contact_id = count_core_mailing_lists.contact_id\n and core_contact.source_relation = count_core_mailing_lists.source_relation\n),\n\nfinal as (\n\n select\n contact_id,\n false as is_xm_directory_contact,\n true as is_research_core_contact,\n null as directory_id,\n email,\n email_domain,\n first_name,\n last_name,\n external_data_reference,\n language,\n null as is_unsubscribed_from_directory,\n null as unsubscribed_from_directory_at,\n null as last_modified_at,\n mailing_list_ids,\n count_mailing_lists_subscribed_to,\n count_mailing_lists_unsubscribed_from,\n _fivetran_synced as created_at,\n source_relation\n\n {% if var('qualtrics__directory_contact_pass_through_columns', none) %}\n {% for field in var('qualtrics__directory_contact_pass_through_columns') %}\n , null as {{ field.alias if field.alias else field.name }}\n {% endfor %}\n {% endif %}\n\n {{ fivetran_utils.persist_pass_through_columns(pass_through_variable='qualtrics__core_contact_pass_through_columns', identifier='core_contact_join') }}\n\n\n from core_contact_join\n union all \n\n{% else %}\nfinal as (\n{% endif %}\n\n select\n contact_id,\n true as is_xm_directory_contact,\n false as is_research_core_contact,\n directory_id,\n email,\n email_domain,\n first_name,\n last_name,\n ext_ref as external_data_reference,\n language,\n is_unsubscribed_from_directory,\n unsubscribed_from_directory_at,\n last_modified_at,\n mailing_list_ids,\n count_mailing_lists_subscribed_to,\n count_mailing_lists_unsubscribed_from,\n created_at,\n source_relation\n {{ fivetran_utils.persist_pass_through_columns(pass_through_variable='qualtrics__directory_contact_pass_through_columns') }}\n\n {% if var('qualtrics__core_contact_pass_through_columns', none) %}\n {% for field in var('qualtrics__core_contact_pass_through_columns') %}\n , null as {{ field.alias if field.alias else field.name }}\n {% endfor %}\n {% endif %}\n\n from directory_contact_join\n)\n\nselect *\nfrom final", "doc_blocks": [], "language": "sql", "refs": [{"name": "stg_qualtrics__directory_contact", "package": null, "version": null}, {"name": "stg_qualtrics__contact_mailing_list_membership", "package": null, "version": null}, {"name": "stg_qualtrics__core_contact", "package": null, "version": null}], "sources": [], "metrics": [], "functions": [], "depends_on": {"macros": ["macro.fivetran_utils.string_agg", "macro.fivetran_utils.persist_pass_through_columns"], "nodes": ["model.qualtrics.stg_qualtrics__directory_contact", "model.qualtrics.stg_qualtrics__contact_mailing_list_membership", "model.qualtrics.stg_qualtrics__core_contact"]}, "compiled_path": "target/compiled/qualtrics/models/intermediate/int_qualtrics__contacts.sql", "compiled": true, "compiled_code": "\nwith directory_contact as (\n\n select *\n from \"postgres\".\"public_qualtrics_dev\".\"stg_qualtrics__directory_contact\"\n),\n\ncontact_mailing_list_membership as (\n\n select * \n from \"postgres\".\"public_qualtrics_dev\".\"stg_qualtrics__contact_mailing_list_membership\"\n),\n\n-- in XM directory a contact can belong to multiple mailing lists within a directory\n-- need to split counts and string_aggs on redshift \ncount_mailing_lists as (\n\n select \n directory_id,\n contact_id,\n source_relation,\n count(distinct case when not is_unsubscribed then mailing_list_id else null end) as count_mailing_lists_subscribed_to,\n count(distinct case when is_unsubscribed then mailing_list_id else null end) as count_mailing_lists_unsubscribed_from\n\n from contact_mailing_list_membership\n group by 1,2,3\n),\n\n-- in XM directory a contact can belong to multiple mailing lists within a directory\n-- need to split counts and string_aggs on redshift \nagg_mailing_lists as (\n\n select \n directory_id,\n contact_id,\n source_relation,\n \n string_agg(mailing_list_id, ', ')\n\n as mailing_list_ids\n\n from contact_mailing_list_membership\n group by 1,2,3\n),\n\ndirectory_contact_join as (\n\n select\n directory_contact.*,\n count_mailing_lists.count_mailing_lists_subscribed_to,\n count_mailing_lists.count_mailing_lists_unsubscribed_from,\n agg_mailing_lists.mailing_list_ids\n from directory_contact\n left join agg_mailing_lists\n on directory_contact.contact_id = agg_mailing_lists.contact_id\n and directory_contact.directory_id = agg_mailing_lists.directory_id \n and directory_contact.source_relation = agg_mailing_lists.source_relation\n left join count_mailing_lists\n on directory_contact.contact_id = count_mailing_lists.contact_id\n and directory_contact.directory_id = count_mailing_lists.directory_id \n and directory_contact.source_relation = count_mailing_lists.source_relation\n),\n\n\ncore_contact as (\n\n select *\n from \"postgres\".\"public_qualtrics_dev\".\"stg_qualtrics__core_contact\"\n),\n\n-- Roll up mailing lists since contacts in the XM directory endpoint can belong to multiple (or none)\n-- need to split counts and string_aggs on redshift \ncount_core_mailing_lists as (\n\n select \n contact_id,\n source_relation,\n count(distinct case when not is_unsubscribed then mailing_list_id else null end) as count_mailing_lists_subscribed_to,\n count(distinct case when is_unsubscribed then mailing_list_id else null end) as count_mailing_lists_unsubscribed_from\n\n from core_contact\n group by 1,2\n),\n\n-- Roll up mailing lists since contacts in the XM directory endpoint can belong to multiple (or none)\n-- need to split counts and string_aggs on redshift \nagg_core_mailing_lists as (\n\n select \n contact_id,\n source_relation,\n \n string_agg(mailing_list_id, ', ')\n\n as mailing_list_ids\n\n from core_contact\n group by 1,2\n),\n\ncore_contact_join as (\n\n select\n core_contact.*,\n count_core_mailing_lists.count_mailing_lists_subscribed_to,\n count_core_mailing_lists.count_mailing_lists_unsubscribed_from,\n agg_core_mailing_lists.mailing_list_ids\n from core_contact\n left join agg_core_mailing_lists\n on core_contact.contact_id = agg_core_mailing_lists.contact_id\n and core_contact.source_relation = agg_core_mailing_lists.source_relation\n left join count_core_mailing_lists\n on core_contact.contact_id = count_core_mailing_lists.contact_id\n and core_contact.source_relation = count_core_mailing_lists.source_relation\n),\n\nfinal as (\n\n select\n contact_id,\n false as is_xm_directory_contact,\n true as is_research_core_contact,\n null as directory_id,\n email,\n email_domain,\n first_name,\n last_name,\n external_data_reference,\n language,\n null as is_unsubscribed_from_directory,\n null as unsubscribed_from_directory_at,\n null as last_modified_at,\n mailing_list_ids,\n count_mailing_lists_subscribed_to,\n count_mailing_lists_unsubscribed_from,\n _fivetran_synced as created_at,\n source_relation\n\n \n\n \n\n\n\n\n\n\n from core_contact_join\n union all \n\n\n\n select\n contact_id,\n true as is_xm_directory_contact,\n false as is_research_core_contact,\n directory_id,\n email,\n email_domain,\n first_name,\n last_name,\n ext_ref as external_data_reference,\n language,\n is_unsubscribed_from_directory,\n unsubscribed_from_directory_at,\n last_modified_at,\n mailing_list_ids,\n count_mailing_lists_subscribed_to,\n count_mailing_lists_unsubscribed_from,\n created_at,\n source_relation\n \n\n\n\n\n\n \n\n from directory_contact_join\n)\n\nselect *\nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null, "primary_key": [], "time_spine": null}, "model.qualtrics.int_qualtrics__question": {"database": "postgres", "schema": "public_qualtrics_dev", "name": "int_qualtrics__question", "resource_type": "model", "package_name": "qualtrics", "path": "intermediate/int_qualtrics__question.sql", "original_file_path": "models/intermediate/int_qualtrics__question.sql", "unique_id": "model.qualtrics.int_qualtrics__question", "fqn": ["qualtrics", "intermediate", "int_qualtrics__question"], "alias": "int_qualtrics__question", "checksum": {"name": "sha256", "checksum": "de82d045b942cb06b01eefc0b37494e2eb73f0e5f676a97c0b0c0dc1a6deba26"}, "config": {"enabled": true, "alias": null, "schema": "qualtrics_dev", "database": null, "tags": ["qualtrics", "fivetran_package"], "meta": {}, "group": null, "materialized": "ephemeral", "incremental_strategy": null, "batch_size": null, "lookback": 1, "begin": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "event_time": null, "concurrent_batches": null, "access": "protected", "freshness": null}, "tags": ["qualtrics", "fivetran_package"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"tags": ["qualtrics", "fivetran_package"], "schema": "qualtrics_{{ var('directed_schema','dev') }}", "materialized": "ephemeral"}, "created_at": 1768514434.7724166, "relation_name": null, "raw_code": "with question as (\n\n select *\n from {{ ref('stg_qualtrics__question') }}\n),\n\nblock_question as (\n\n select *\n from {{ ref('stg_qualtrics__block_question') }}\n where not coalesce(is_deleted, false) -- lets get rid of deleted questions\n),\n\nblock as (\n\n select *\n from {{ ref('stg_qualtrics__block') }}\n),\n\nsub_question as (\n \n select *\n from {{ ref('stg_qualtrics__sub_question') }}\n),\n\nquestion_join as (\n\n select\n question.question_id,\n {{ dbt.split_part('question.question_id', \"'#'\", 1) }} as parent_question_id,\n question.question_text,\n question.survey_id,\n question.question_description,\n question.question_description_option,\n sub_question.key as sub_question_key,\n sub_question.text as sub_question_text,\n question.question_type,\n question.selector,\n question.sub_selector,\n question.is_data_hidden,\n question.is_data_private,\n question.is_deleted as is_question_deleted,\n question.validation_setting_force_response,\n question.validation_setting_force_response_type,\n question.validation_setting_type,\n question.data_export_tag,\n sub_question.choice_data_export_tag,\n block.block_id,\n block.description as block_description,\n block.randomize_questions as block_question_randomization,\n block.type as block_type,\n block.block_visibility,\n block.is_locked as is_block_locked,\n block.is_deleted as is_block_deleted,\n question.next_answer_id,\n question.next_choice_id,\n question.source_relation\n\n from question\n left join sub_question\n on question.question_id = sub_question.question_id {# this will fan out the grain from question_id to question_id+sub_question_key#}\n and question.survey_id = sub_question.survey_id\n and question.source_relation = sub_question.source_relation\n \n left join block_question\n on question.question_id = block_question.question_id\n and question.survey_id = block_question.survey_id\n and question.source_relation = block_question.source_relation\n\n left join block\n on block_question.block_id = block.block_id\n and block_question.survey_id = block.survey_id\n and block_question.source_relation = block.source_relation\n\n)\n\nselect *\nfrom question_join", "doc_blocks": [], "language": "sql", "refs": [{"name": "stg_qualtrics__question", "package": null, "version": null}, {"name": "stg_qualtrics__block_question", "package": null, "version": null}, {"name": "stg_qualtrics__block", "package": null, "version": null}, {"name": "stg_qualtrics__sub_question", "package": null, "version": null}], "sources": [], "metrics": [], "functions": [], "depends_on": {"macros": ["macro.dbt.split_part"], "nodes": ["model.qualtrics.stg_qualtrics__question", "model.qualtrics.stg_qualtrics__block_question", "model.qualtrics.stg_qualtrics__block", "model.qualtrics.stg_qualtrics__sub_question"]}, "compiled_path": "target/compiled/qualtrics/models/intermediate/int_qualtrics__question.sql", "compiled": true, "compiled_code": "with question as (\n\n select *\n from \"postgres\".\"public_qualtrics_dev\".\"stg_qualtrics__question\"\n),\n\nblock_question as (\n\n select *\n from \"postgres\".\"public_qualtrics_dev\".\"stg_qualtrics__block_question\"\n where not coalesce(is_deleted, false) -- lets get rid of deleted questions\n),\n\nblock as (\n\n select *\n from \"postgres\".\"public_qualtrics_dev\".\"stg_qualtrics__block\"\n),\n\nsub_question as (\n \n select *\n from \"postgres\".\"public_qualtrics_dev\".\"stg_qualtrics__sub_question\"\n),\n\nquestion_join as (\n\n select\n question.question_id,\n \n\n \n \n\n split_part(\n question.question_id,\n '#',\n 1\n )\n\n\n \n\n as parent_question_id,\n question.question_text,\n question.survey_id,\n question.question_description,\n question.question_description_option,\n sub_question.key as sub_question_key,\n sub_question.text as sub_question_text,\n question.question_type,\n question.selector,\n question.sub_selector,\n question.is_data_hidden,\n question.is_data_private,\n question.is_deleted as is_question_deleted,\n question.validation_setting_force_response,\n question.validation_setting_force_response_type,\n question.validation_setting_type,\n question.data_export_tag,\n sub_question.choice_data_export_tag,\n block.block_id,\n block.description as block_description,\n block.randomize_questions as block_question_randomization,\n block.type as block_type,\n block.block_visibility,\n block.is_locked as is_block_locked,\n block.is_deleted as is_block_deleted,\n question.next_answer_id,\n question.next_choice_id,\n question.source_relation\n\n from question\n left join sub_question\n on question.question_id = sub_question.question_id \n and question.survey_id = sub_question.survey_id\n and question.source_relation = sub_question.source_relation\n \n left join block_question\n on question.question_id = block_question.question_id\n and question.survey_id = block_question.survey_id\n and question.source_relation = block_question.source_relation\n\n left join block\n on block_question.block_id = block.block_id\n and block_question.survey_id = block.survey_id\n and block_question.source_relation = block.source_relation\n\n)\n\nselect *\nfrom question_join", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null, "primary_key": [], "time_spine": null}, "model.qualtrics.int_qualtrics__responses": {"database": "postgres", "schema": "public_qualtrics_dev", "name": "int_qualtrics__responses", "resource_type": "model", "package_name": "qualtrics", "path": "intermediate/int_qualtrics__responses.sql", "original_file_path": "models/intermediate/int_qualtrics__responses.sql", "unique_id": "model.qualtrics.int_qualtrics__responses", "fqn": ["qualtrics", "intermediate", "int_qualtrics__responses"], "alias": "int_qualtrics__responses", "checksum": {"name": "sha256", "checksum": "0612947f3edc34ba74e2520c3895cb7670750947d62869ea78005c06cf56ac17"}, "config": {"enabled": true, "alias": null, "schema": "qualtrics_dev", "database": null, "tags": ["qualtrics", "fivetran_package"], "meta": {}, "group": null, "materialized": "ephemeral", "incremental_strategy": null, "batch_size": null, "lookback": 1, "begin": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "event_time": null, "concurrent_batches": null, "access": "protected", "freshness": null}, "tags": ["qualtrics", "fivetran_package"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"tags": ["qualtrics", "fivetran_package"], "schema": "qualtrics_{{ var('directed_schema','dev') }}", "materialized": "ephemeral"}, "created_at": 1768514434.7808497, "relation_name": null, "raw_code": "with question_response as (\n\n select *\n from {{ ref('stg_qualtrics__question_response') }}\n),\n\nsurvey_response as (\n\n select *\n from {{ ref('stg_qualtrics__survey_response') }}\n),\n\nresponse_join as (\n\n select \n question_response._fivetran_id as question_response_id,\n question_response.response_id as survey_response_id,\n survey_response.survey_id,\n question_response.question_id,\n question_response.question as question_text,\n question_response.sub_question_key,\n question_response.sub_question_text,\n question_response.question_option_key,\n question_response.value,\n question_response.response_text,\n question_response.loop_id,\n survey_response.distribution_channel,\n survey_response.status as survey_response_status,\n survey_response.progress as survey_progress,\n survey_response.duration_in_seconds,\n survey_response.is_finished as is_finished_with_survey,\n survey_response.finished_at as survey_finished_at,\n survey_response.last_modified_at as survey_response_last_modified_at,\n survey_response.recorded_date as survey_response_recorded_at,\n survey_response.started_at as survey_response_started_at,\n survey_response.recipient_email,\n survey_response.recipient_first_name,\n survey_response.recipient_last_name,\n survey_response.user_language,\n survey_response.ip_address,\n survey_response.location_latitude,\n survey_response.location_longitude,\n question_response.source_relation\n \n from question_response \n inner join survey_response -- every question response will belong to an overall \"survey response\"\n on question_response.response_id = survey_response.response_id\n and question_response.source_relation = survey_response.source_relation\n \n)\n\nselect *\nfrom response_join", "doc_blocks": [], "language": "sql", "refs": [{"name": "stg_qualtrics__question_response", "package": null, "version": null}, {"name": "stg_qualtrics__survey_response", "package": null, "version": null}], "sources": [], "metrics": [], "functions": [], "depends_on": {"macros": [], "nodes": ["model.qualtrics.stg_qualtrics__question_response", "model.qualtrics.stg_qualtrics__survey_response"]}, "compiled_path": "target/compiled/qualtrics/models/intermediate/int_qualtrics__responses.sql", "compiled": true, "compiled_code": "with question_response as (\n\n select *\n from \"postgres\".\"public_qualtrics_dev\".\"stg_qualtrics__question_response\"\n),\n\nsurvey_response as (\n\n select *\n from \"postgres\".\"public_qualtrics_dev\".\"stg_qualtrics__survey_response\"\n),\n\nresponse_join as (\n\n select \n question_response._fivetran_id as question_response_id,\n question_response.response_id as survey_response_id,\n survey_response.survey_id,\n question_response.question_id,\n question_response.question as question_text,\n question_response.sub_question_key,\n question_response.sub_question_text,\n question_response.question_option_key,\n question_response.value,\n question_response.response_text,\n question_response.loop_id,\n survey_response.distribution_channel,\n survey_response.status as survey_response_status,\n survey_response.progress as survey_progress,\n survey_response.duration_in_seconds,\n survey_response.is_finished as is_finished_with_survey,\n survey_response.finished_at as survey_finished_at,\n survey_response.last_modified_at as survey_response_last_modified_at,\n survey_response.recorded_date as survey_response_recorded_at,\n survey_response.started_at as survey_response_started_at,\n survey_response.recipient_email,\n survey_response.recipient_first_name,\n survey_response.recipient_last_name,\n survey_response.user_language,\n survey_response.ip_address,\n survey_response.location_latitude,\n survey_response.location_longitude,\n question_response.source_relation\n \n from question_response \n inner join survey_response -- every question response will belong to an overall \"survey response\"\n on question_response.response_id = survey_response.response_id\n and question_response.source_relation = survey_response.source_relation\n \n)\n\nselect *\nfrom response_join", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null, "primary_key": [], "time_spine": null}, "model.qualtrics.int_qualtrics__survey_embedded_data": {"database": "postgres", "schema": "public_qualtrics_dev", "name": "int_qualtrics__survey_embedded_data", "resource_type": "model", "package_name": "qualtrics", "path": "intermediate/int_qualtrics__survey_embedded_data.sql", "original_file_path": "models/intermediate/int_qualtrics__survey_embedded_data.sql", "unique_id": "model.qualtrics.int_qualtrics__survey_embedded_data", "fqn": ["qualtrics", "intermediate", "int_qualtrics__survey_embedded_data"], "alias": "int_qualtrics__survey_embedded_data", "checksum": {"name": "sha256", "checksum": "0338bd3a5d0a42343d7278c56729d60eeee6b5ce975c4fa097044a5395966010"}, "config": {"enabled": true, "alias": null, "schema": "qualtrics_dev", "database": null, "tags": ["qualtrics", "fivetran_package"], "meta": {}, "group": null, "materialized": "ephemeral", "incremental_strategy": null, "batch_size": null, "lookback": 1, "begin": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "event_time": null, "concurrent_batches": null, "access": "protected", "freshness": null}, "tags": ["qualtrics", "fivetran_package"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"tags": ["qualtrics", "fivetran_package"], "schema": "qualtrics_{{ var('directed_schema','dev') }}", "materialized": "ephemeral"}, "created_at": 1768514434.785345, "relation_name": null, "raw_code": "with survey_embedded_data as (\n\n select *\n from {{ ref('stg_qualtrics__survey_embedded_data') }}\n),\n\njsonify as (\n\n select\n response_id, -- survey_response\n source_relation,\n '{' || {{ fivetran_utils.string_agg('key || ' ~ \"':'\" ~ ' || value', \"', '\") }} || '}' as embedded_data\n from survey_embedded_data\n group by 1,2\n)\n\nselect \n response_id,\n source_relation,\n embedded_data\nfrom jsonify \ngroup by 1,2,3", "doc_blocks": [], "language": "sql", "refs": [{"name": "stg_qualtrics__survey_embedded_data", "package": null, "version": null}], "sources": [], "metrics": [], "functions": [], "depends_on": {"macros": ["macro.fivetran_utils.string_agg"], "nodes": ["model.qualtrics.stg_qualtrics__survey_embedded_data"]}, "compiled_path": "target/compiled/qualtrics/models/intermediate/int_qualtrics__survey_embedded_data.sql", "compiled": true, "compiled_code": "with survey_embedded_data as (\n\n select *\n from \"postgres\".\"public_qualtrics_dev\".\"stg_qualtrics__survey_embedded_data\"\n),\n\njsonify as (\n\n select\n response_id, -- survey_response\n source_relation,\n '{' || \n string_agg(key || ':' || value, ', ')\n\n || '}' as embedded_data\n from survey_embedded_data\n group by 1,2\n)\n\nselect \n response_id,\n source_relation,\n embedded_data\nfrom jsonify \ngroup by 1,2,3", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null, "primary_key": [], "time_spine": null}, "model.qualtrics.int_qualtrics__survey": {"database": "postgres", "schema": "public_qualtrics_dev", "name": "int_qualtrics__survey", "resource_type": "model", "package_name": "qualtrics", "path": "intermediate/int_qualtrics__survey.sql", "original_file_path": "models/intermediate/int_qualtrics__survey.sql", "unique_id": "model.qualtrics.int_qualtrics__survey", "fqn": ["qualtrics", "intermediate", "int_qualtrics__survey"], "alias": "int_qualtrics__survey", "checksum": {"name": "sha256", "checksum": "e8246bab7fc02a8b9a21ffe02e1bff28212af9388de190090b689376b14f0021"}, "config": {"enabled": true, "alias": null, "schema": "qualtrics_dev", "database": null, "tags": ["qualtrics", "fivetran_package"], "meta": {}, "group": null, "materialized": "ephemeral", "incremental_strategy": null, "batch_size": null, "lookback": 1, "begin": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "event_time": null, "concurrent_batches": null, "access": "protected", "freshness": null}, "tags": ["qualtrics", "fivetran_package"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"tags": ["qualtrics", "fivetran_package"], "schema": "qualtrics_{{ var('directed_schema','dev') }}", "materialized": "ephemeral"}, "created_at": 1768514434.7931266, "relation_name": null, "raw_code": "with survey as (\n\n select *\n from {{ ref('stg_qualtrics__survey') }}\n),\n\nqualtrics_user as (\n\n select *\n from {{ ref('stg_qualtrics__user') }}\n),\n\nsurvey_version as (\n\n select *\n from {{ ref('stg_qualtrics__survey_version') }}\n),\n\nlatest_version as (\n\n select *\n from survey_version \n where is_published\n),\n\nagg_versions as (\n\n select \n survey_id,\n source_relation,\n count(distinct version_number) as count_published_versions\n from survey_version\n where was_published and not is_deleted\n group by 1,2\n),\n\nsurvey_join as (\n\n select\n\n survey.*,\n latest_version.version_id,\n latest_version.version_number,\n latest_version.version_description,\n latest_version.created_at as survey_version_created_at,\n agg_versions.count_published_versions,\n latest_version.publisher_user_id,\n version_publisher.email as publisher_email, \n creator.email as creator_email,\n owner.email as owner_email\n\n from survey\n left join latest_version\n on survey.survey_id = latest_version.survey_id\n and survey.source_relation = latest_version.source_relation\n left join qualtrics_user as version_publisher\n on latest_version.publisher_user_id = version_publisher.user_id\n and latest_version.source_relation = version_publisher.source_relation\n left join qualtrics_user as owner\n on survey.owner_user_id = owner.user_id\n and survey.source_relation = owner.source_relation\n left join qualtrics_user as creator\n on survey.creator_user_id = creator.user_id\n and survey.source_relation = creator.source_relation\n left join agg_versions \n on survey.survey_id = agg_versions.survey_id\n and survey.source_relation = agg_versions.source_relation\n)\n\nselect *\nfrom survey_join", "doc_blocks": [], "language": "sql", "refs": [{"name": "stg_qualtrics__survey", "package": null, "version": null}, {"name": "stg_qualtrics__user", "package": null, "version": null}, {"name": "stg_qualtrics__survey_version", "package": null, "version": null}], "sources": [], "metrics": [], "functions": [], "depends_on": {"macros": [], "nodes": ["model.qualtrics.stg_qualtrics__survey", "model.qualtrics.stg_qualtrics__user", "model.qualtrics.stg_qualtrics__survey_version"]}, "compiled_path": "target/compiled/qualtrics/models/intermediate/int_qualtrics__survey.sql", "compiled": true, "compiled_code": "with survey as (\n\n select *\n from \"postgres\".\"public_qualtrics_dev\".\"stg_qualtrics__survey\"\n),\n\nqualtrics_user as (\n\n select *\n from \"postgres\".\"public_qualtrics_dev\".\"stg_qualtrics__user\"\n),\n\nsurvey_version as (\n\n select *\n from \"postgres\".\"public_qualtrics_dev\".\"stg_qualtrics__survey_version\"\n),\n\nlatest_version as (\n\n select *\n from survey_version \n where is_published\n),\n\nagg_versions as (\n\n select \n survey_id,\n source_relation,\n count(distinct version_number) as count_published_versions\n from survey_version\n where was_published and not is_deleted\n group by 1,2\n),\n\nsurvey_join as (\n\n select\n\n survey.*,\n latest_version.version_id,\n latest_version.version_number,\n latest_version.version_description,\n latest_version.created_at as survey_version_created_at,\n agg_versions.count_published_versions,\n latest_version.publisher_user_id,\n version_publisher.email as publisher_email, \n creator.email as creator_email,\n owner.email as owner_email\n\n from survey\n left join latest_version\n on survey.survey_id = latest_version.survey_id\n and survey.source_relation = latest_version.source_relation\n left join qualtrics_user as version_publisher\n on latest_version.publisher_user_id = version_publisher.user_id\n and latest_version.source_relation = version_publisher.source_relation\n left join qualtrics_user as owner\n on survey.owner_user_id = owner.user_id\n and survey.source_relation = owner.source_relation\n left join qualtrics_user as creator\n on survey.creator_user_id = creator.user_id\n and survey.source_relation = creator.source_relation\n left join agg_versions \n on survey.survey_id = agg_versions.survey_id\n and survey.source_relation = agg_versions.source_relation\n)\n\nselect *\nfrom survey_join", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null, "primary_key": [], "time_spine": null}, "test.qualtrics.not_null_stg_qualtrics__user_user_id.816e912ff9": {"database": "postgres", "schema": "public_dbt_test__audit", "name": "not_null_stg_qualtrics__user_user_id", "resource_type": "test", "package_name": "qualtrics", "path": "not_null_stg_qualtrics__user_user_id.sql", "original_file_path": "models/staging/stg_qualtrics.yml", "unique_id": "test.qualtrics.not_null_stg_qualtrics__user_user_id.816e912ff9", "fqn": ["qualtrics", "staging", "not_null_stg_qualtrics__user_user_id"], "alias": "not_null_stg_qualtrics__user_user_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {}, "created_at": 1768514435.33389, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "doc_blocks": [], "language": "sql", "refs": [{"name": "stg_qualtrics__user", "package": null, "version": null}], "sources": [], "metrics": [], "functions": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.qualtrics.stg_qualtrics__user"]}, "compiled_path": "target/compiled/qualtrics/models/staging/stg_qualtrics.yml/not_null_stg_qualtrics__user_user_id.sql", "compiled": true, "compiled_code": "\n \n \n\n\n\nselect user_id\nfrom \"postgres\".\"public_qualtrics_dev\".\"stg_qualtrics__user\"\nwhere user_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "user_id", "file_key_name": "models.stg_qualtrics__user", "attached_node": "model.qualtrics.stg_qualtrics__user", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "user_id", "model": "{{ get_where_subquery(ref('stg_qualtrics__user')) }}"}, "namespace": null}}, "test.qualtrics.not_null_stg_qualtrics__survey_survey_id.2796651e04": {"database": "postgres", "schema": "public_dbt_test__audit", "name": "not_null_stg_qualtrics__survey_survey_id", "resource_type": "test", "package_name": "qualtrics", "path": "not_null_stg_qualtrics__survey_survey_id.sql", "original_file_path": "models/staging/stg_qualtrics.yml", "unique_id": "test.qualtrics.not_null_stg_qualtrics__survey_survey_id.2796651e04", "fqn": ["qualtrics", "staging", "not_null_stg_qualtrics__survey_survey_id"], "alias": "not_null_stg_qualtrics__survey_survey_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {}, "created_at": 1768514435.3369758, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "doc_blocks": [], "language": "sql", "refs": [{"name": "stg_qualtrics__survey", "package": null, "version": null}], "sources": [], "metrics": [], "functions": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.qualtrics.stg_qualtrics__survey"]}, "compiled_path": "target/compiled/qualtrics/models/staging/stg_qualtrics.yml/not_null_stg_qualtrics__survey_survey_id.sql", "compiled": true, "compiled_code": "\n \n \n\n\n\nselect survey_id\nfrom \"postgres\".\"public_qualtrics_dev\".\"stg_qualtrics__survey\"\nwhere survey_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "survey_id", "file_key_name": "models.stg_qualtrics__survey", "attached_node": "model.qualtrics.stg_qualtrics__survey", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "survey_id", "model": "{{ get_where_subquery(ref('stg_qualtrics__survey')) }}"}, "namespace": null}}, "test.qualtrics.not_null_stg_qualtrics__question_response__fivetran_id.6e47cc53d7": {"database": "postgres", "schema": "public_dbt_test__audit", "name": "not_null_stg_qualtrics__question_response__fivetran_id", "resource_type": "test", "package_name": "qualtrics", "path": "not_null_stg_qualtrics__question_response__fivetran_id.sql", "original_file_path": "models/staging/stg_qualtrics.yml", "unique_id": "test.qualtrics.not_null_stg_qualtrics__question_response__fivetran_id.6e47cc53d7", "fqn": ["qualtrics", "staging", "not_null_stg_qualtrics__question_response__fivetran_id"], "alias": "not_null_stg_qualtrics__question_response__fivetran_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {}, "created_at": 1768514435.3396518, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "doc_blocks": [], "language": "sql", "refs": [{"name": "stg_qualtrics__question_response", "package": null, "version": null}], "sources": [], "metrics": [], "functions": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.qualtrics.stg_qualtrics__question_response"]}, "compiled_path": "target/compiled/qualtrics/models/staging/stg_qualtrics.yml/not_null_stg_qualtrics__question_response__fivetran_id.sql", "compiled": true, "compiled_code": "\n \n \n\n\n\nselect _fivetran_id\nfrom \"postgres\".\"public_qualtrics_dev\".\"stg_qualtrics__question_response\"\nwhere _fivetran_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "_fivetran_id", "file_key_name": "models.stg_qualtrics__question_response", "attached_node": "model.qualtrics.stg_qualtrics__question_response", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "_fivetran_id", "model": "{{ get_where_subquery(ref('stg_qualtrics__question_response')) }}"}, "namespace": null}}, "test.qualtrics.not_null_stg_qualtrics__survey_response_response_id.864d3a83e3": {"database": "postgres", "schema": "public_dbt_test__audit", "name": "not_null_stg_qualtrics__survey_response_response_id", "resource_type": "test", "package_name": "qualtrics", "path": "not_null_stg_qualtrics__survey_response_response_id.sql", "original_file_path": "models/staging/stg_qualtrics.yml", "unique_id": "test.qualtrics.not_null_stg_qualtrics__survey_response_response_id.864d3a83e3", "fqn": ["qualtrics", "staging", "not_null_stg_qualtrics__survey_response_response_id"], "alias": "not_null_stg_qualtrics__survey_response_response_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {}, "created_at": 1768514435.3423193, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "doc_blocks": [], "language": "sql", "refs": [{"name": "stg_qualtrics__survey_response", "package": null, "version": null}], "sources": [], "metrics": [], "functions": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.qualtrics.stg_qualtrics__survey_response"]}, "compiled_path": "target/compiled/qualtrics/models/staging/stg_qualtrics.yml/not_null_stg_qualtrics__survey_response_response_id.sql", "compiled": true, "compiled_code": "\n \n \n\n\n\nselect response_id\nfrom \"postgres\".\"public_qualtrics_dev\".\"stg_qualtrics__survey_response\"\nwhere response_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "response_id", "file_key_name": "models.stg_qualtrics__survey_response", "attached_node": "model.qualtrics.stg_qualtrics__survey_response", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "response_id", "model": "{{ get_where_subquery(ref('stg_qualtrics__survey_response')) }}"}, "namespace": null}}, "test.qualtrics.not_null_stg_qualtrics__directory_directory_id.65413cdcf7": {"database": "postgres", "schema": "public_dbt_test__audit", "name": "not_null_stg_qualtrics__directory_directory_id", "resource_type": "test", "package_name": "qualtrics", "path": "not_null_stg_qualtrics__directory_directory_id.sql", "original_file_path": "models/staging/stg_qualtrics.yml", "unique_id": "test.qualtrics.not_null_stg_qualtrics__directory_directory_id.65413cdcf7", "fqn": ["qualtrics", "staging", "not_null_stg_qualtrics__directory_directory_id"], "alias": "not_null_stg_qualtrics__directory_directory_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {}, "created_at": 1768514435.3450494, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "doc_blocks": [], "language": "sql", "refs": [{"name": "stg_qualtrics__directory", "package": null, "version": null}], "sources": [], "metrics": [], "functions": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.qualtrics.stg_qualtrics__directory"]}, "compiled_path": "target/compiled/qualtrics/models/staging/stg_qualtrics.yml/not_null_stg_qualtrics__directory_directory_id.sql", "compiled": true, "compiled_code": "\n \n \n\n\n\nselect directory_id\nfrom \"postgres\".\"public_qualtrics_dev\".\"stg_qualtrics__directory\"\nwhere directory_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "directory_id", "file_key_name": "models.stg_qualtrics__directory", "attached_node": "model.qualtrics.stg_qualtrics__directory", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "directory_id", "model": "{{ get_where_subquery(ref('stg_qualtrics__directory')) }}"}, "namespace": null}}, "test.qualtrics.not_null_stg_qualtrics__distribution_distribution_id.6158e414ed": {"database": "postgres", "schema": "public_dbt_test__audit", "name": "not_null_stg_qualtrics__distribution_distribution_id", "resource_type": "test", "package_name": "qualtrics", "path": "not_null_stg_qualtrics__distribution_distribution_id.sql", "original_file_path": "models/staging/stg_qualtrics.yml", "unique_id": "test.qualtrics.not_null_stg_qualtrics__distribution_distribution_id.6158e414ed", "fqn": ["qualtrics", "staging", "not_null_stg_qualtrics__distribution_distribution_id"], "alias": "not_null_stg_qualtrics__distribution_distribution_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {}, "created_at": 1768514435.347821, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "doc_blocks": [], "language": "sql", "refs": [{"name": "stg_qualtrics__distribution", "package": null, "version": null}], "sources": [], "metrics": [], "functions": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.qualtrics.stg_qualtrics__distribution"]}, "compiled_path": "target/compiled/qualtrics/models/staging/stg_qualtrics.yml/not_null_stg_qualtrics__distribution_distribution_id.sql", "compiled": true, "compiled_code": "\n \n \n\n\n\nselect distribution_id\nfrom \"postgres\".\"public_qualtrics_dev\".\"stg_qualtrics__distribution\"\nwhere distribution_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "distribution_id", "file_key_name": "models.stg_qualtrics__distribution", "attached_node": "model.qualtrics.stg_qualtrics__distribution", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "distribution_id", "model": "{{ get_where_subquery(ref('stg_qualtrics__distribution')) }}"}, "namespace": null}}, "test.qualtrics.not_null_stg_qualtrics__contact_mailing_list_membership_contact_lookup_id.32d4d7bbf5": {"database": "postgres", "schema": "public_dbt_test__audit", "name": "not_null_stg_qualtrics__contact_mailing_list_membership_contact_lookup_id", "resource_type": "test", "package_name": "qualtrics", "path": "not_null_stg_qualtrics__contac_a9458d3b5d31ec47b1abf1449a7dba6d.sql", "original_file_path": "models/staging/stg_qualtrics.yml", "unique_id": "test.qualtrics.not_null_stg_qualtrics__contact_mailing_list_membership_contact_lookup_id.32d4d7bbf5", "fqn": ["qualtrics", "staging", "not_null_stg_qualtrics__contact_mailing_list_membership_contact_lookup_id"], "alias": "not_null_stg_qualtrics__contac_a9458d3b5d31ec47b1abf1449a7dba6d", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "not_null_stg_qualtrics__contac_a9458d3b5d31ec47b1abf1449a7dba6d", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"alias": "not_null_stg_qualtrics__contac_a9458d3b5d31ec47b1abf1449a7dba6d"}, "created_at": 1768514435.3504596, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}{{ config(alias=\"not_null_stg_qualtrics__contac_a9458d3b5d31ec47b1abf1449a7dba6d\") }}", "doc_blocks": [], "language": "sql", "refs": [{"name": "stg_qualtrics__contact_mailing_list_membership", "package": null, "version": null}], "sources": [], "metrics": [], "functions": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.qualtrics.stg_qualtrics__contact_mailing_list_membership"]}, "compiled_path": "target/compiled/qualtrics/models/staging/stg_qualtrics.yml/not_null_stg_qualtrics__contac_a9458d3b5d31ec47b1abf1449a7dba6d.sql", "compiled": true, "compiled_code": "\n \n \n\n\n\nselect contact_lookup_id\nfrom \"postgres\".\"public_qualtrics_dev\".\"stg_qualtrics__contact_mailing_list_membership\"\nwhere contact_lookup_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "contact_lookup_id", "file_key_name": "models.stg_qualtrics__contact_mailing_list_membership", "attached_node": "model.qualtrics.stg_qualtrics__contact_mailing_list_membership", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "contact_lookup_id", "model": "{{ get_where_subquery(ref('stg_qualtrics__contact_mailing_list_membership')) }}"}, "namespace": null}}, "test.qualtrics.not_null_stg_qualtrics__core_mailing_list_mailing_list_id.344fbdd6dc": {"database": "postgres", "schema": "public_dbt_test__audit", "name": "not_null_stg_qualtrics__core_mailing_list_mailing_list_id", "resource_type": "test", "package_name": "qualtrics", "path": "not_null_stg_qualtrics__core_mailing_list_mailing_list_id.sql", "original_file_path": "models/staging/stg_qualtrics.yml", "unique_id": "test.qualtrics.not_null_stg_qualtrics__core_mailing_list_mailing_list_id.344fbdd6dc", "fqn": ["qualtrics", "staging", "not_null_stg_qualtrics__core_mailing_list_mailing_list_id"], "alias": "not_null_stg_qualtrics__core_mailing_list_mailing_list_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {}, "created_at": 1768514435.3530157, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "doc_blocks": [], "language": "sql", "refs": [{"name": "stg_qualtrics__core_mailing_list", "package": null, "version": null}], "sources": [], "metrics": [], "functions": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.qualtrics.stg_qualtrics__core_mailing_list"]}, "compiled_path": "target/compiled/qualtrics/models/staging/stg_qualtrics.yml/not_null_stg_qualtrics__core_mailing_list_mailing_list_id.sql", "compiled": true, "compiled_code": "\n \n \n\n\n\nselect mailing_list_id\nfrom \"postgres\".\"public_qualtrics_dev\".\"stg_qualtrics__core_mailing_list\"\nwhere mailing_list_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "mailing_list_id", "file_key_name": "models.stg_qualtrics__core_mailing_list", "attached_node": "model.qualtrics.stg_qualtrics__core_mailing_list", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "mailing_list_id", "model": "{{ get_where_subquery(ref('stg_qualtrics__core_mailing_list')) }}"}, "namespace": null}}}, "sources": {"source.qualtrics.qualtrics.user": {"database": "postgres", "schema": "public", "name": "user", "resource_type": "source", "package_name": "qualtrics", "path": "models/staging/src_qualtrics.yml", "original_file_path": "models/staging/src_qualtrics.yml", "unique_id": "source.qualtrics.qualtrics.user", "fqn": ["qualtrics", "staging", "qualtrics", "user"], "source_name": "qualtrics", "source_description": "", "loader": "", "identifier": "user", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": null, "loaded_at_query": null, "freshness": {"warn_after": {"count": null, "period": null}, "error_after": {"count": null, "period": null}, "filter": null}, "external": null, "description": "These are the users in your organizations, not the contacts for whom you are building content like surveys and messages.", "columns": {"_fivetran_deleted": {"name": "_fivetran_deleted", "description": "Boolean representing whether the record was soft-deleted in Qualtrics.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics._fivetran_deleted"]}, "_fivetran_synced": {"name": "_fivetran_synced", "description": "The time when a record was last updated by Fivetran.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics._fivetran_synced"]}, "account_creation_date": {"name": "account_creation_date", "description": "The date and time that the account was created. Dates and times are expressed in ISO 8601 format.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.account_creation_date"]}, "account_expiration_date": {"name": "account_expiration_date", "description": "The date the account expires. Dates and times are expressed in ISO 8601 format.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.account_expiration_date"]}, "account_status": {"name": "account_status", "description": "Either `active`, `disabled`, or `notVerified`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.account_status"]}, "division_id": {"name": "division_id", "description": "The unique identifier for the Division ID. Match pattern = ^DV_[0-9a-zA-Z]{11,15}$", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.division_id"]}, "email": {"name": "email", "description": "The user's email address.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.email"]}, "first_name": {"name": "first_name", "description": "The user's first name or given name.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.user_first_name"]}, "id": {"name": "id", "description": "Unique ID of the user. Match pattern = ^((UR)|(URH))_[0-9a-zA-Z]{11,15}$", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.user_id"]}, "language": {"name": "language", "description": "The user's default language.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.language"]}, "last_login_date": {"name": "last_login_date", "description": "The date and time the user last logged into the user interface. Dates and times are expressed in ISO 8601 format.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.last_login_date"]}, "last_name": {"name": "last_name", "description": "User's surname.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.user_last_name"]}, "organization_id": {"name": "organization_id", "description": "ID of the organization/brand this record belongs to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.organization_id"]}, "password_expiration_date": {"name": "password_expiration_date", "description": "The date the account password expires. Dates and times are expressed in ISO 8601 format.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.password_expiration_date"]}, "password_last_changed_date": {"name": "password_last_changed_date", "description": "The date the account password was last changed. Dates and times are expressed in ISO 8601 format.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.password_last_changed_date"]}, "response_count_auditable": {"name": "response_count_auditable", "description": "The count of auditable responses.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.response_count_auditable"]}, "response_count_deleted": {"name": "response_count_deleted", "description": "The count of deleted responses.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.response_count_deleted"]}, "response_count_generated": {"name": "response_count_generated", "description": "The count of generated responses.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.response_count_generated"]}, "time_zone": {"name": "time_zone", "description": "The IANA time zone setting for the user.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.time_zone"]}, "unsubscribed": {"name": "unsubscribed", "description": "Boolean indicating if the user unsubscribed.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.unsubscribed"]}, "user_type": {"name": "user_type", "description": "ID of the user type. See mappings of user types to their type IDs [here](https://api.qualtrics.com/dc2be1c61af61-user-type).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.user_type"]}, "username": {"name": "username", "description": "UI-facing username for the account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.username"]}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true, "event_time": null, "freshness": {"warn_after": {"count": null, "period": null}, "error_after": {"count": null, "period": null}, "filter": null}, "loaded_at_field": null, "loaded_at_query": null, "meta": {}, "tags": []}, "patch_path": null, "unrendered_config": {"loaded_at_field": null, "loaded_at_query": null, "meta": {}, "tags": []}, "relation_name": "\"postgres\".\"public\".\"user\"", "created_at": 1768514435.387051, "unrendered_database": "{% if target.type != 'spark' %}{{ var('qualtrics_database', target.database) }}{% endif %}", "unrendered_schema": "{{ var('qualtrics_schema', 'qualtrics') }}", "doc_blocks": []}, "source.qualtrics.qualtrics.survey": {"database": "postgres", "schema": "public", "name": "survey", "resource_type": "source", "package_name": "qualtrics", "path": "models/staging/src_qualtrics.yml", "original_file_path": "models/staging/src_qualtrics.yml", "unique_id": "source.qualtrics.qualtrics.survey", "fqn": ["qualtrics", "staging", "qualtrics", "survey"], "source_name": "qualtrics", "source_description": "", "loader": "", "identifier": "survey", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": null, "loaded_at_query": null, "freshness": {"warn_after": {"count": null, "period": null}, "error_after": {"count": null, "period": null}, "filter": null}, "external": null, "description": "Qualtrics survey.", "columns": {"_fivetran_deleted": {"name": "_fivetran_deleted", "description": "Boolean representing whether the record was soft-deleted in Qualtrics.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics._fivetran_deleted"]}, "_fivetran_synced": {"name": "_fivetran_synced", "description": "The time when a record was last updated by Fivetran.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics._fivetran_synced"]}, "auto_scoring_category": {"name": "auto_scoring_category", "description": "The automated scoring category.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.auto_scoring_category"]}, "brand_base_url": {"name": "brand_base_url", "description": "Base url for the organization/brand.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.brand_base_url"]}, "brand_id": {"name": "brand_id", "description": "Unique ID of the organization/brand.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.brand_id"]}, "bundle_short_name": {"name": "bundle_short_name", "description": "Short name for the content bundle that the survey is from.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.bundle_short_name"]}, "composition_type": {"name": "composition_type", "description": "Survey composition type.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.composition_type"]}, "creator_id": {"name": "creator_id", "description": "The unique identifier for a specific `USER` who created the survey.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.creator_id"]}, "default_scoring_category": {"name": "default_scoring_category", "description": "The default scoring category.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.default_scoring_category"]}, "division_id": {"name": "division_id", "description": "The unique identifier for the Division ID. Match pattern = ^DV_[0-9a-zA-Z]{11,15}$", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.division_id"]}, "id": {"name": "id", "description": "The unique identifier for this survey. Match pattern = ^SV_[a-zA-Z0-9]{11,15}$", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.survey_id"]}, "is_active": {"name": "is_active", "description": "DEPRECATED. Use `survey_status = 'active'` instead.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.is_active"]}, "last_accessed": {"name": "last_accessed", "description": "The date the survey was last accessed.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.last_accessed"]}, "last_activated": {"name": "last_activated", "description": "The date the survey was last activated.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.last_activated"]}, "last_modified": {"name": "last_modified", "description": "The point in time when the record was last modified.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.last_modified_date"]}, "owner_id": {"name": "owner_id", "description": "The unique identifier for a specific user who owns this.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.owner_id"]}, "project_category": {"name": "project_category", "description": "Project category of the survey.\n\nAllowed values - `CORE`, `CX`, `EX`, `BX`, `PX`", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.project_category"]}, "project_type": {"name": "project_type", "description": "Type of [Qualtrics project](https://www.qualtrics.com/support/survey-platform/my-projects/my-projects-overview/#SelectingProjectType). Match pattern = ^[a-zA-Z]+$", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.project_type"]}, "registry_sha": {"name": "registry_sha", "description": "The survey registry SHA.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.registry_sha"]}, "registry_version": {"name": "registry_version", "description": "The survey registry version.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.registry_version"]}, "schema_version": {"name": "schema_version", "description": "Qualtrics schema version.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.schema_version"]}, "scoring_summary_after_questions": {"name": "scoring_summary_after_questions", "description": "Boolean representing whether the scoring summary is after questions.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.scoring_summary_after_questions"]}, "scoring_summary_after_survey": {"name": "scoring_summary_after_survey", "description": "Boolean representing whether the scoring summary is after the survey.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.scoring_summary_after_survey"]}, "scoring_summary_category": {"name": "scoring_summary_category", "description": "The unique identifier for the scoring.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.scoring_summary_category"]}, "survey_name": {"name": "survey_name", "description": "Name of the survey.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.survey_name"]}, "survey_status": {"name": "survey_status", "description": "The distribution status of the survey, or a flag indicating that it's a library block\n\nAllowed values - `Inactive`, `Active`, `Pending`, `LibBlock`, `Deactive`, `Temporary`", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.survey_status"]}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true, "event_time": null, "freshness": {"warn_after": {"count": null, "period": null}, "error_after": {"count": null, "period": null}, "filter": null}, "loaded_at_field": null, "loaded_at_query": null, "meta": {}, "tags": []}, "patch_path": null, "unrendered_config": {"loaded_at_field": null, "loaded_at_query": null, "meta": {}, "tags": []}, "relation_name": "\"postgres\".\"public\".\"survey\"", "created_at": 1768514435.3896677, "unrendered_database": "{% if target.type != 'spark' %}{{ var('qualtrics_database', target.database) }}{% endif %}", "unrendered_schema": "{{ var('qualtrics_schema', 'qualtrics') }}", "doc_blocks": []}, "source.qualtrics.qualtrics.question": {"database": "postgres", "schema": "public", "name": "question", "resource_type": "source", "package_name": "qualtrics", "path": "models/staging/src_qualtrics.yml", "original_file_path": "models/staging/src_qualtrics.yml", "unique_id": "source.qualtrics.qualtrics.question", "fqn": ["qualtrics", "staging", "qualtrics", "question"], "source_name": "qualtrics", "source_description": "", "loader": "", "identifier": "question", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": null, "loaded_at_query": null, "freshness": {"warn_after": {"count": null, "period": null}, "error_after": {"count": null, "period": null}, "filter": null}, "external": null, "description": "Questions within a survey.", "columns": {"_fivetran_deleted": {"name": "_fivetran_deleted", "description": "Boolean representing whether the record was soft-deleted in Qualtrics.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics._fivetran_deleted"]}, "_fivetran_synced": {"name": "_fivetran_synced", "description": "The time when a record was last updated by Fivetran.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics._fivetran_synced"]}, "data_export_tag": {"name": "data_export_tag", "description": "The tag to identify the question in exported data.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.data_export_tag"]}, "data_visibility_hidden": {"name": "data_visibility_hidden", "description": "Boolean that represents whether the embedded data is hidden.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.data_visibility_hidden"]}, "data_visibility_private": {"name": "data_visibility_private", "description": "Boolean that represents whether the embedded data is private.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.data_visibility_private"]}, "id": {"name": "id", "description": "The unique identifier for the question. Match pattern = ^QID[a-zA-Z0-9]+$", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.question_id"]}, "next_answer_id": {"name": "next_answer_id", "description": "For Matrix questions, the vertical options are denoted as \"Answers\" in the question's structure. \nID of the next answer for this question. ?", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.next_answer_id"]}, "next_choice_id": {"name": "next_choice_id", "description": "For Matrix questions, the horizontal options are denoted as \"Choices\" in the question's structure. \n\nID of the next choice for this question. ?", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.next_choice_id"]}, "question_description": {"name": "question_description", "description": "Label to identify the question.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.question_description"]}, "question_description_option": {"name": "question_description_option", "description": "An optional user-provided field for question descriptions. Accepted values = `UseText`, `SpecifyLabel`", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.question_description_option"]}, "question_text": {"name": "question_text", "description": "Text for the question.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.question_text"]}, "question_text_unsafe": {"name": "question_text_unsafe", "description": "Un-paresed version of the question text.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.question_text_unsafe"]}, "question_type": {"name": "question_type", "description": "The type of question. Can be -\n`MC`,`Matrix`,`Captcha`,`CS`,`DB`,`DD`,`Draw`,`DynamicMatrix`,`FileUpload`,`GAP`,`HeatMap`,`HL`,`HotSpot`,`Meta`,`PGR`,`RO`,`SBS`,`Slider`,`SS`,`TE`,`Timing`,`TreeSelect`", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.question_type"]}, "selector": {"name": "selector", "description": "How answers are selected such as single answer, multiple answer, etc. Accepted values - \n- `Bipolar`\n- `Browser`\n- `Captcha`\n- `CompactView`\n- `CS`\n- `D`\n- `DL`\n- `DND`\n- `DragAndDrop`\n- `ESTB`\n- `FORM`\n- `FileUpload`\n- `GRB`\n- `HBAR`\n- `HR`\n- `HSLIDER`\n- `I`\n- `Image`\n- `LikeDislike`\n- `Likert`\n- `MACOL`\n- `MAHR`\n- `MAVR`\n- `ML`\n- `MSB`\n- `MaxDiff`\n- `NPS`\n- `OH`\n- `OnOff`\n- `POS`\n- `PTB`\n- `PW`\n- `PageTimer`\n- `Profile`\n- `RB`\n- `RO`\n- `SACOL`\n- `SAHR`\n- `SAVR`\n- `SB`\n- `SBSMatrix`\n- `SL`\n- `STAR`\n- `ScreenCapture`\n- `SearchOnly`\n- `Signature`\n- `TA`\n- `TB`\n- `TBelow`\n- `TE`\n- `TL`\n- `TRight`\n- `Text`\n- `V1`\n- `V2`\n- `VR`\n- `VRTL`\n- `WTXB`", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.selector"]}, "sub_selector": {"name": "sub_selector", "description": "How subquestion answers are selected. Allowed values - SingleAnswer, DL, GR, DND, Long, Medium, MultipleAnswer, Columns, NoColumns, Short, TX, TXOT, WOTXB, WOTB, WTB, WTXB, WVTB.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.sub_selector"]}, "survey_id": {"name": "survey_id", "description": "The unique identifier for this survey. Match pattern = ^SV_[a-zA-Z0-9]{11,15}$", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.survey_id"]}, "validation_setting_force_response": {"name": "validation_setting_force_response", "description": "The response from forcing respondents to answer a question or request that they consider answering the question before leaving the page", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.validation_setting_force_response"]}, "validation_setting_force_response_type": {"name": "validation_setting_force_response_type", "description": "The type of response from forcing respondents to answer a question or request that they consider answering the question before leaving the page", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.validation_setting_force_response_type"]}, "validation_setting_type": {"name": "validation_setting_type", "description": "The type of forced response validation that is set.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.validation_setting_type"]}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true, "event_time": null, "freshness": {"warn_after": {"count": null, "period": null}, "error_after": {"count": null, "period": null}, "filter": null}, "loaded_at_field": null, "loaded_at_query": null, "meta": {}, "tags": []}, "patch_path": null, "unrendered_config": {"loaded_at_field": null, "loaded_at_query": null, "meta": {}, "tags": []}, "relation_name": "\"postgres\".\"public\".\"question\"", "created_at": 1768514435.3904653, "unrendered_database": "{% if target.type != 'spark' %}{{ var('qualtrics_database', target.database) }}{% endif %}", "unrendered_schema": "{{ var('qualtrics_schema', 'qualtrics') }}", "doc_blocks": []}, "source.qualtrics.qualtrics.question_response": {"database": "postgres", "schema": "public", "name": "question_response", "resource_type": "source", "package_name": "qualtrics", "path": "models/staging/src_qualtrics.yml", "original_file_path": "models/staging/src_qualtrics.yml", "unique_id": "source.qualtrics.qualtrics.question_response", "fqn": ["qualtrics", "staging", "qualtrics", "question_response"], "source_name": "qualtrics", "source_description": "", "loader": "", "identifier": "question_response", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": null, "loaded_at_query": null, "freshness": {"warn_after": {"count": null, "period": null}, "error_after": {"count": null, "period": null}, "filter": null}, "external": null, "description": "Responses to individual questions (and their sub-questions).", "columns": {"_fivetran_id": {"name": "_fivetran_id", "description": "Fivetran-generated unique key hashed on `response_id`, `question_id`, `sub_question_key`, `sub_question_text` , `question_option_key` , `loop_id` and `importId`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.question_response_fivetran_id"]}, "_fivetran_synced": {"name": "_fivetran_synced", "description": "The time when a record was last updated by Fivetran.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics._fivetran_synced"]}, "loop_id": {"name": "loop_id", "description": "ID of the [Loop and Merge](https://www.qualtrics.com/support/survey-platform/survey-module/block-options/loop-and-merge/) object this response is associated with.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.loop_id"]}, "question": {"name": "question", "description": "Question text.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.question"]}, "question_id": {"name": "question_id", "description": "The unique identifier for the question. Match pattern = ^QID[a-zA-Z0-9]+$", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.question_id"]}, "question_option_key": {"name": "question_option_key", "description": "The key of the `QUESTION_OPTION` that was chosen.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.question_option_key"]}, "response_id": {"name": "response_id", "description": "The unique ID for the `SURVEY_RESPONSE`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.response_id"]}, "sub_question_key": {"name": "sub_question_key", "description": "Key of the sub question.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.sub_question_key"]}, "sub_question_text": {"name": "sub_question_text", "description": "Sub question text.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.sub_question_text"]}, "text": {"name": "text", "description": "Text response provided by the respondent.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.response_text"]}, "value": {"name": "value", "description": "Value of the question response.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.response_value"]}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true, "event_time": null, "freshness": {"warn_after": {"count": null, "period": null}, "error_after": {"count": null, "period": null}, "filter": null}, "loaded_at_field": null, "loaded_at_query": null, "meta": {}, "tags": []}, "patch_path": null, "unrendered_config": {"loaded_at_field": null, "loaded_at_query": null, "meta": {}, "tags": []}, "relation_name": "\"postgres\".\"public\".\"question_response\"", "created_at": 1768514435.3911886, "unrendered_database": "{% if target.type != 'spark' %}{{ var('qualtrics_database', target.database) }}{% endif %}", "unrendered_schema": "{{ var('qualtrics_schema', 'qualtrics') }}", "doc_blocks": []}, "source.qualtrics.qualtrics.question_option": {"database": "postgres", "schema": "public", "name": "question_option", "resource_type": "source", "package_name": "qualtrics", "path": "models/staging/src_qualtrics.yml", "original_file_path": "models/staging/src_qualtrics.yml", "unique_id": "source.qualtrics.qualtrics.question_option", "fqn": ["qualtrics", "staging", "qualtrics", "question_option"], "source_name": "qualtrics", "source_description": "", "loader": "", "identifier": "question_option", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": null, "loaded_at_query": null, "freshness": {"warn_after": {"count": null, "period": null}, "error_after": {"count": null, "period": null}, "filter": null}, "external": null, "description": "Choice options for survey questions.", "columns": {"_fivetran_deleted": {"name": "_fivetran_deleted", "description": "Boolean representing whether the record was soft-deleted in Qualtrics.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics._fivetran_deleted"]}, "_fivetran_synced": {"name": "_fivetran_synced", "description": "The time when a record was last updated by Fivetran.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics._fivetran_synced"]}, "key": {"name": "key", "description": "The key of the `QUESTION_OPTION` that was chosen.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.question_option_key"]}, "question_id": {"name": "question_id", "description": "The unique identifier for the question. Match pattern = ^QID[a-zA-Z0-9]+$", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.question_id"]}, "recode_value": {"name": "recode_value", "description": "Recode/mapping value for the option.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.recode_value"]}, "survey_id": {"name": "survey_id", "description": "The unique identifier for this survey. Match pattern = ^SV_[a-zA-Z0-9]{11,15}$", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.survey_id"]}, "text": {"name": "text", "description": "Question option text.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.question_option_text"]}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true, "event_time": null, "freshness": {"warn_after": {"count": null, "period": null}, "error_after": {"count": null, "period": null}, "filter": null}, "loaded_at_field": null, "loaded_at_query": null, "meta": {}, "tags": []}, "patch_path": null, "unrendered_config": {"loaded_at_field": null, "loaded_at_query": null, "meta": {}, "tags": []}, "relation_name": "\"postgres\".\"public\".\"question_option\"", "created_at": 1768514435.3918684, "unrendered_database": "{% if target.type != 'spark' %}{{ var('qualtrics_database', target.database) }}{% endif %}", "unrendered_schema": "{{ var('qualtrics_schema', 'qualtrics') }}", "doc_blocks": []}, "source.qualtrics.qualtrics.survey_response": {"database": "postgres", "schema": "public", "name": "survey_response", "resource_type": "source", "package_name": "qualtrics", "path": "models/staging/src_qualtrics.yml", "original_file_path": "models/staging/src_qualtrics.yml", "unique_id": "source.qualtrics.qualtrics.survey_response", "fqn": ["qualtrics", "staging", "qualtrics", "survey_response"], "source_name": "qualtrics", "source_description": "", "loader": "", "identifier": "survey_response", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": null, "loaded_at_query": null, "freshness": {"warn_after": {"count": null, "period": null}, "error_after": {"count": null, "period": null}, "filter": null}, "external": null, "description": "Individual responses to surveys. A response becomes \"recorded\" when a respondent submits a survey, a survey is manually closed from the Responses in Progress page, or a survey session expires.\n", "columns": {"_fivetran_synced": {"name": "_fivetran_synced", "description": "The time when a record was last updated by Fivetran.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics._fivetran_synced"]}, "distribution_channel": {"name": "distribution_channel", "description": "The method by which the survey was distributed to respondents.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.distribution_channel"]}, "duration_in_seconds": {"name": "duration_in_seconds", "description": "How long it took for the respondent to finish the survey in seconds.", "meta": {}, "data_type": null, "constraints": 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Match pattern = ^SV_[a-zA-Z0-9]{11,15}$", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.survey_id"]}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true, "event_time": null, "freshness": {"warn_after": {"count": null, "period": null}, "error_after": {"count": null, "period": null}, "filter": null}, "loaded_at_field": null, "loaded_at_query": null, "meta": {}, "tags": []}, "patch_path": null, "unrendered_config": {"loaded_at_field": null, "loaded_at_query": null, "meta": {}, "tags": []}, "relation_name": "\"postgres\".\"public\".\"block_question\"", "created_at": 1768514435.3959851, "unrendered_database": "{% if target.type != 'spark' %}{{ var('qualtrics_database', target.database) }}{% endif %}", "unrendered_schema": "{{ var('qualtrics_schema', 'qualtrics') }}", "doc_blocks": []}, "source.qualtrics.qualtrics.directory": {"database": "postgres", "schema": "public", "name": "directory", "resource_type": "source", "package_name": "qualtrics", "path": "models/staging/src_qualtrics.yml", "original_file_path": "models/staging/src_qualtrics.yml", "unique_id": "source.qualtrics.qualtrics.directory", "fqn": ["qualtrics", "staging", "qualtrics", "directory"], "source_name": "qualtrics", "source_description": "", "loader": "", "identifier": "directory", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": null, "loaded_at_query": null, "freshness": {"warn_after": {"count": null, "period": null}, "error_after": {"count": null, "period": null}, "filter": null}, "external": null, "description": "A directory is an address book for the entire brand and contains all of the contacts that have been added by your users.", "columns": {"_fivetran_deleted": {"name": "_fivetran_deleted", "description": "Boolean representing whether the record was soft-deleted in Qualtrics.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics._fivetran_deleted"]}, "_fivetran_synced": {"name": "_fivetran_synced", "description": "The time when a record was last updated by Fivetran.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics._fivetran_synced"]}, "deduplication_criteria_email": {"name": "deduplication_criteria_email", "description": "Boolean representing if directory contacts are deduped based on email.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.deduplication_criteria_email"]}, "deduplication_criteria_external_data_reference": {"name": "deduplication_criteria_external_data_reference", "description": "Boolean representing if directory contacts are deduped based on an external data reference.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.deduplication_criteria_external_data_reference"]}, "deduplication_criteria_first_name": {"name": "deduplication_criteria_first_name", "description": "Boolean representing if directory contacts are deduped based on first name.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.deduplication_criteria_first_name"]}, "deduplication_criteria_last_name": {"name": "deduplication_criteria_last_name", "description": "Boolean representing if directory contacts are deduped based on last name.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.deduplication_criteria_last_name"]}, "deduplication_criteria_phone": {"name": "deduplication_criteria_phone", "description": "Boolean representing if directory contacts are deduped based on phone number.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.deduplication_criteria_phone"]}, "id": {"name": "id", "description": "The directory ID, also known as a pool ID. Example - POOL_012345678901234", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.directory_id"]}, "is_default": {"name": "is_default", "description": "Boolean representing if this directory is the default one for your brand. \n\nThe default directory will be the first directory listed in the dropdown menu in Qualtrics.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.is_default"]}, "name": {"name": "name", "description": "Name of the directory.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.directory_name"]}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true, "event_time": null, "freshness": {"warn_after": {"count": null, "period": null}, "error_after": {"count": null, "period": null}, "filter": null}, "loaded_at_field": null, "loaded_at_query": null, "meta": {}, "tags": []}, "patch_path": null, "unrendered_config": {"loaded_at_field": null, "loaded_at_query": null, "meta": {}, "tags": []}, "relation_name": "\"postgres\".\"public\".\"directory\"", "created_at": 1768514435.3966432, "unrendered_database": "{% if target.type != 'spark' %}{{ var('qualtrics_database', target.database) }}{% endif %}", "unrendered_schema": "{{ var('qualtrics_schema', 'qualtrics') }}", "doc_blocks": []}, "source.qualtrics.qualtrics.directory_contact": {"database": "postgres", "schema": "public", "name": "directory_contact", "resource_type": "source", "package_name": "qualtrics", "path": "models/staging/src_qualtrics.yml", "original_file_path": "models/staging/src_qualtrics.yml", "unique_id": "source.qualtrics.qualtrics.directory_contact", "fqn": ["qualtrics", "staging", "qualtrics", "directory_contact"], "source_name": "qualtrics", "source_description": "", "loader": "", "identifier": "directory_contact", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": null, "loaded_at_query": null, "freshness": {"warn_after": {"count": null, "period": null}, "error_after": {"count": null, "period": null}, "filter": null}, "external": null, "description": "Tablle relating contacts to the XM directories they are a part of.", "columns": {"_fivetran_synced": {"name": "_fivetran_synced", "description": "The time when a record was last updated by Fivetran.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics._fivetran_synced"]}, "creation_date": {"name": "creation_date", "description": "The creation date and time of the record, expressed as an ISO 8601 value.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.creation_date"]}, "directory_id": {"name": "directory_id", "description": "The directory ID, also known as a pool ID. Example - POOL_012345678901234", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.directory_id"]}, "directory_unsubscribe_date": {"name": "directory_unsubscribe_date", "description": "Date and time the user opted out of the directory.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.directory_unsubscribe_date"]}, "directory_unsubscribed": {"name": "directory_unsubscribed", "description": "Boolean indicating whether the contact unsubscribed from all contact from the Directory.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.directory_unsubscribed"]}, "email": {"name": "email", "description": "Contact's email address. Must be in proper email format.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.contact_email"]}, "email_domain": {"name": "email_domain", "description": "Domain of the contact's email address.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.email_domain"]}, "ext_ref": {"name": "ext_ref", "description": "The external reference for the contact.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.ext_ref"]}, "first_name": {"name": "first_name", "description": "Contact's first name.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.contact_first_name"]}, "id": {"name": "id", "description": "The ID for the contact. Example - CID_012345678901234", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.contact_id"]}, "language": {"name": "language", "description": "The user's default language.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.language"]}, "last_modified": {"name": "last_modified", "description": "The point in time when the record was last modified.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.last_modified_date"]}, "last_name": {"name": "last_name", "description": "Contact's surname.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.contact_last_name"]}, "phone": {"name": "phone", "description": "Contact's phone number.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.phone"]}, "write_blanks": {"name": "write_blanks", "description": "Boolean of whether to write blanks(?) or not.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.write_blanks"]}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true, "event_time": null, "freshness": {"warn_after": {"count": null, "period": null}, "error_after": {"count": null, "period": null}, "filter": null}, "loaded_at_field": null, "loaded_at_query": null, "meta": {}, "tags": []}, "patch_path": null, "unrendered_config": {"loaded_at_field": null, "loaded_at_query": null, "meta": {}, "tags": []}, "relation_name": "\"postgres\".\"public\".\"directory_contact\"", "created_at": 1768514435.3974037, "unrendered_database": "{% if target.type != 'spark' %}{{ var('qualtrics_database', target.database) }}{% endif %}", "unrendered_schema": "{{ var('qualtrics_schema', 'qualtrics') }}", "doc_blocks": []}, "source.qualtrics.qualtrics.distribution": {"database": "postgres", "schema": "public", "name": "distribution", "resource_type": "source", "package_name": "qualtrics", "path": "models/staging/src_qualtrics.yml", "original_file_path": "models/staging/src_qualtrics.yml", "unique_id": "source.qualtrics.qualtrics.distribution", "fqn": ["qualtrics", "staging", "qualtrics", "distribution"], "source_name": "qualtrics", "source_description": "", "loader": "", "identifier": "distribution", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": null, "loaded_at_query": null, "freshness": {"warn_after": {"count": null, "period": null}, "error_after": {"count": null, "period": null}, "filter": null}, "external": null, "description": "Use distributions to reach out to contacts in the XM Directory platform, with or without a survey attached.", "columns": {"_fivetran_deleted": {"name": "_fivetran_deleted", "description": "Boolean representing whether the record was soft-deleted in Qualtrics.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics._fivetran_deleted"]}, "_fivetran_synced": {"name": "_fivetran_synced", "description": "The time when a record was last updated by Fivetran.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics._fivetran_synced"]}, "created_date": {"name": "created_date", "description": "The creation date and time of the record, expressed as an ISO 8601 value.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.creation_date"]}, "header_from_email": {"name": "header_from_email", "description": "Email from address.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.header_from_email"]}, "header_from_name": {"name": "header_from_name", "description": "Email from name.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.header_from_name"]}, "header_reply_to_email": {"name": "header_reply_to_email", "description": "Email reply-to address.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.header_reply_to_email"]}, "header_subject": {"name": "header_subject", "description": "Email subject; text or message id (MS_).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.header_subject"]}, "id": {"name": "id", "description": "The unique Distribution ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.distribution_id"]}, "message_library_id": {"name": "message_library_id", "description": "Library ID of the message.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.message_library_id"]}, "message_message_id": {"name": "message_message_id", "description": "The ID for the desired library message.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.message_message_id"]}, "message_message_text": {"name": "message_message_text", "description": "Text of the message to send.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.message_message_text"]}, "modified_date": {"name": "modified_date", "description": "The point in time when the record was last modified.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.last_modified_date"]}, "organization_id": {"name": "organization_id", "description": "ID of the organization/brand this record belongs to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.organization_id"]}, "owner_id": {"name": "owner_id", "description": "The unique identifier for a specific user who owns this.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.owner_id"]}, "parent_distribution_id": {"name": "parent_distribution_id", "description": "The unique ID of the parent distribution.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.parent_distribution_id"]}, "recipient_contact_id": {"name": "recipient_contact_id", "description": "The contact ID of the recipient. Can point to `directory_contact` or `core_contact`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.recipient_contact_id"]}, "recipient_library_id": {"name": "recipient_library_id", "description": "Library ID of the message.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.recipient_library_id"]}, "recipient_mailing_list_id": {"name": "recipient_mailing_list_id", "description": "The mailing list or contact group associated with the distribution(s). Can point to `directory_mailing_list` or `core_mailing_list`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.recipient_mailing_list_id"]}, "recipient_sample_id": {"name": "recipient_sample_id", "description": "The ID for the desired sample. Can point to `directory_sample` or `core_sample` (not included in package).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.recipient_sample_id"]}, "request_status": {"name": "request_status", "description": "The distribution's status. States include `Pending` and `Done`. The Pending state is for email that is scheduled to be sent at a later time.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.request_status"]}, "request_type": {"name": "request_type", "description": "The distribution's type. Types include `Invite`, `Reminder`, and `ThankYou`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.request_type"]}, "send_date": {"name": "send_date", "description": "The date and time the request will be or was sent (in ISO 8601 format). Note that this date and time could be in the future if the email distribution is scheduled to send after a delay.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.send_date"]}, "survey_link_expiration_date": {"name": "survey_link_expiration_date", "description": "The expiration date for the link associated with the survey distribution. Null if `request_type` != `Invite`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.survey_link_expiration_date"]}, "survey_link_link_type": {"name": "survey_link_link_type", "description": "The link type (`Individual`, `Anonymous`, or `Multiple`) for the link associated with the survey distribution. Null if `request_type` != `Invite`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.survey_link_link_type"]}, "survey_link_survey_id": {"name": "survey_link_survey_id", "description": "The unique survey ID. Will be non-null even if `request_type` != `Invite`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.survey_link_survey_id"]}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true, "event_time": null, "freshness": {"warn_after": {"count": null, "period": null}, "error_after": {"count": null, "period": null}, "filter": null}, "loaded_at_field": null, "loaded_at_query": null, "meta": {}, "tags": []}, "patch_path": null, "unrendered_config": {"loaded_at_field": null, "loaded_at_query": null, "meta": {}, "tags": []}, "relation_name": "\"postgres\".\"public\".\"distribution\"", "created_at": 1768514435.3981555, "unrendered_database": "{% if target.type != 'spark' %}{{ var('qualtrics_database', target.database) }}{% endif %}", "unrendered_schema": "{{ var('qualtrics_schema', 'qualtrics') }}", "doc_blocks": []}, "source.qualtrics.qualtrics.distribution_contact": {"database": "postgres", "schema": "public", "name": "distribution_contact", "resource_type": "source", "package_name": "qualtrics", "path": "models/staging/src_qualtrics.yml", "original_file_path": "models/staging/src_qualtrics.yml", "unique_id": "source.qualtrics.qualtrics.distribution_contact", "fqn": ["qualtrics", "staging", "qualtrics", "distribution_contact"], "source_name": "qualtrics", "source_description": "", "loader": "", "identifier": "distribution_contact", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": null, "loaded_at_query": null, "freshness": {"warn_after": {"count": null, "period": null}, "error_after": {"count": null, "period": null}, "filter": null}, "external": null, "description": "Table relating contacts to distributiins they've been a part of.", "columns": {"_fivetran_synced": {"name": "_fivetran_synced", "description": "The time when a record was last updated by Fivetran.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics._fivetran_synced"]}, "contact_frequency_rule_id": {"name": "contact_frequency_rule_id", "description": "The contact frequency Rule ID. Ex - FQ_AAB234234", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.contact_frequency_rule_id"]}, "contact_id": {"name": "contact_id", "description": "The ID for the contact. Example - CID_012345678901234", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.contact_id"]}, "contact_lookup_id": {"name": "contact_lookup_id", "description": "Optional contact lookup ID for individual distribution.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.contact_lookup_id"]}, "distribution_id": {"name": "distribution_id", "description": "The unique Distribution ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.distribution_id"]}, "opened_at": {"name": "opened_at", "description": "The time a survey was opened by the respondent, will be null if the survey has not been opened.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.opened_at"]}, "response_completed_at": {"name": "response_completed_at", "description": "The time a response was completed, will be null for uncompleted surveys.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.response_completed_at"]}, "response_id": {"name": "response_id", "description": "The ID of the survey response submitted by this contact. If no survey response has been submitted, this value will be null. If the survey was setup to anonymize responses, then this value will be `Anonymous`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.distribution_response_id"]}, "response_started_at": {"name": "response_started_at", "description": "The time a response was started by the respondent, will be null if survey has not been started.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.response_started_at"]}, "sent_at": {"name": "sent_at", "description": "The time a survey was sent to the respondent.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.sent_at"]}, "status": {"name": "status", "description": "One of ([full descriptions](https://api.qualtrics.com/fc8017650d0b9-distribution-status)):\n- `Pending`\n- `Success`\n- `Error`\n- `Opened`\n- `Complaint`\n- `Skipped`\n- `Blocked`\n- `Failure`\n- `Unknown`\n- `SoftBounce`\n- `HardBounce`\n- `SurveyStarted`\n- `SurveyPartiallyFinished`\n- `SurveyFinished`\n- `SurveyScreenedOut`\n- `SessionExpired`", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.distribution_status"]}, "survey_link": {"name": "survey_link", "description": "The survey link sent with the distribution. This is null when no link was sent.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.survey_link"]}, "survey_session_id": {"name": "survey_session_id", "description": "An identifier that represents the session in which the respondent interacted with the survey", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.survey_session_id"]}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true, "event_time": null, "freshness": {"warn_after": {"count": null, "period": null}, "error_after": {"count": null, "period": null}, "filter": null}, "loaded_at_field": null, "loaded_at_query": null, "meta": {}, "tags": []}, "patch_path": null, "unrendered_config": {"loaded_at_field": null, "loaded_at_query": null, "meta": {}, "tags": []}, "relation_name": "\"postgres\".\"public\".\"distribution_contact\"", "created_at": 1768514435.398829, "unrendered_database": "{% if target.type != 'spark' %}{{ var('qualtrics_database', target.database) }}{% endif %}", "unrendered_schema": "{{ var('qualtrics_schema', 'qualtrics') }}", "doc_blocks": []}, "source.qualtrics.qualtrics.directory_mailing_list": {"database": "postgres", "schema": "public", "name": "directory_mailing_list", "resource_type": "source", "package_name": "qualtrics", "path": "models/staging/src_qualtrics.yml", "original_file_path": "models/staging/src_qualtrics.yml", "unique_id": "source.qualtrics.qualtrics.directory_mailing_list", "fqn": ["qualtrics", "staging", "qualtrics", "directory_mailing_list"], "source_name": "qualtrics", "source_description": "", "loader": "", "identifier": "directory_mailing_list", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": null, "loaded_at_query": null, "freshness": {"warn_after": {"count": null, "period": null}, "error_after": {"count": null, "period": null}, "filter": null}, "external": null, "description": "Mailing lists are lists of contacts that can receive emails and survey invitations. You can create mailing lists either through file upload or manually.", "columns": {"_fivetran_deleted": {"name": "_fivetran_deleted", "description": "Boolean representing whether the record was soft-deleted in Qualtrics.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics._fivetran_deleted"]}, "_fivetran_synced": {"name": "_fivetran_synced", "description": "The time when a record was last updated by Fivetran.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics._fivetran_synced"]}, "creation_date": {"name": "creation_date", "description": "The creation date and time of the record, expressed as an ISO 8601 value.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.creation_date"]}, "directory_id": {"name": "directory_id", "description": "The directory ID, also known as a pool ID. Example - POOL_012345678901234", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.directory_id"]}, "id": {"name": "id", "description": "The ID for the mailing list.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.mailing_list_id"]}, "last_modified_date": {"name": "last_modified_date", "description": "The point in time when the record was last modified.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.last_modified_date"]}, "name": {"name": "name", "description": "Name of the mailing list.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.mailing_list_name"]}, "owner_id": {"name": "owner_id", "description": "The unique identifier for a specific user who owns this.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.owner_id"]}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true, "event_time": null, "freshness": {"warn_after": {"count": null, "period": null}, "error_after": {"count": null, "period": null}, "filter": null}, "loaded_at_field": null, "loaded_at_query": null, "meta": {}, "tags": []}, "patch_path": null, "unrendered_config": {"loaded_at_field": null, "loaded_at_query": null, "meta": {}, "tags": []}, "relation_name": "\"postgres\".\"public\".\"directory_mailing_list\"", "created_at": 1768514435.399489, "unrendered_database": "{% if target.type != 'spark' %}{{ var('qualtrics_database', target.database) }}{% endif %}", "unrendered_schema": "{{ var('qualtrics_schema', 'qualtrics') }}", "doc_blocks": []}, "source.qualtrics.qualtrics.contact_mailing_list_membership": {"database": "postgres", "schema": "public", "name": "contact_mailing_list_membership", "resource_type": "source", "package_name": "qualtrics", "path": "models/staging/src_qualtrics.yml", "original_file_path": "models/staging/src_qualtrics.yml", "unique_id": "source.qualtrics.qualtrics.contact_mailing_list_membership", "fqn": ["qualtrics", "staging", "qualtrics", "contact_mailing_list_membership"], "source_name": "qualtrics", "source_description": "", "loader": "", "identifier": "contact_mailing_list_membership", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": null, "loaded_at_query": null, "freshness": {"warn_after": {"count": null, "period": null}, "error_after": {"count": null, "period": null}, "filter": null}, "external": null, "description": "Table relating contacts to mailing lists they are a part of.", "columns": {"_fivetran_synced": {"name": "_fivetran_synced", "description": "The time when a record was last updated by Fivetran.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics._fivetran_synced"]}, "contact_id": {"name": "contact_id", "description": "The ID for the contact. Example - CID_012345678901234", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.contact_id"]}, "contact_lookup_id": {"name": "contact_lookup_id", "description": "Optional contact lookup ID for individual distribution.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.contact_lookup_id"]}, "directory_id": {"name": "directory_id", "description": "The directory ID, also known as a pool ID. Example - POOL_012345678901234", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.directory_id"]}, "mailing_list_id": {"name": "mailing_list_id", "description": "The ID for the mailing list.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.mailing_list_id"]}, "name": {"name": "name", "description": "Name of the mailing list.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.mailing_list_name"]}, "owner_id": {"name": "owner_id", "description": "The unique identifier for a specific user who owns this.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.owner_id"]}, "unsubscribe_date": {"name": "unsubscribe_date", "description": "Date and time the user opted out of this mailing list.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.mailing_list_unsubscribe_date"]}, "unsubscribed": {"name": "unsubscribed", "description": "Boolean indicating whether the contact has opted out of receiving email through this mailing list.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.mailing_list_unsubscribed"]}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true, "event_time": null, "freshness": {"warn_after": {"count": null, "period": null}, "error_after": {"count": null, "period": null}, "filter": null}, "loaded_at_field": null, "loaded_at_query": null, "meta": {}, "tags": []}, "patch_path": null, "unrendered_config": {"loaded_at_field": null, "loaded_at_query": null, "meta": {}, "tags": []}, "relation_name": "\"postgres\".\"public\".\"contact_mailing_list_membership\"", "created_at": 1768514435.4001477, "unrendered_database": "{% if target.type != 'spark' %}{{ var('qualtrics_database', target.database) }}{% endif %}", "unrendered_schema": "{{ var('qualtrics_schema', 'qualtrics') }}", "doc_blocks": []}, "source.qualtrics.qualtrics.core_contact": {"database": "postgres", "schema": "public", "name": "core_contact", "resource_type": "source", "package_name": "qualtrics", "path": "models/staging/src_qualtrics.yml", "original_file_path": "models/staging/src_qualtrics.yml", "unique_id": "source.qualtrics.qualtrics.core_contact", "fqn": ["qualtrics", "staging", "qualtrics", "core_contact"], "source_name": "qualtrics", "source_description": "", "loader": "", "identifier": "core_contact", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": null, "loaded_at_query": null, "freshness": {"warn_after": {"count": null, "period": null}, "error_after": {"count": null, "period": null}, "filter": null}, "external": null, "description": "Research Core contacts (non-XM directory).", "columns": {"_fivetran_synced": {"name": "_fivetran_synced", "description": "The time when a record was last updated by Fivetran.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics._fivetran_synced"]}, "id": {"name": "id", "description": "Mailing List Contact ID (different from `contact_id`). ex: `MLRP_*`", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.mailing_list_contact_id"]}, "mailing_list_id": {"name": "mailing_list_id", "description": "The ID for the mailing list.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.mailing_list_id"]}, "first_name": {"name": "first_name", "description": "Contact's first name.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.contact_first_name"]}, "last_name": {"name": "last_name", "description": "Contact's surname.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.contact_last_name"]}, "email": {"name": "email", "description": "Contact's email address. Must be in proper email format.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.contact_email"]}, "external_data_reference": {"name": "external_data_reference", "description": "The external reference for the contact.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.ext_ref"]}, "language": {"name": "language", "description": "The user's default language.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.language"]}, "unsubscribed": {"name": "unsubscribed", "description": "Boolean indicating if the user unsubscribed.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.unsubscribed"]}, "_fivetran_deleted": {"name": "_fivetran_deleted", "description": "Boolean representing whether the record was soft-deleted in Qualtrics.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics._fivetran_deleted"]}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true, "event_time": null, "freshness": {"warn_after": {"count": null, "period": null}, "error_after": {"count": null, "period": null}, "filter": null}, "loaded_at_field": null, "loaded_at_query": null, "meta": {}, "tags": []}, "patch_path": null, "unrendered_config": {"enabled": true, "loaded_at_field": null, "loaded_at_query": null, "meta": {}, "tags": []}, "relation_name": "\"postgres\".\"public\".\"core_contact\"", "created_at": 1768514435.4008589, "unrendered_database": "{% if target.type != 'spark' %}{{ var('qualtrics_database', target.database) }}{% endif %}", "unrendered_schema": "{{ var('qualtrics_schema', 'qualtrics') }}", "doc_blocks": []}, "source.qualtrics.qualtrics.core_mailing_list": {"database": "postgres", "schema": "public", "name": "core_mailing_list", "resource_type": "source", "package_name": "qualtrics", "path": "models/staging/src_qualtrics.yml", "original_file_path": "models/staging/src_qualtrics.yml", "unique_id": "source.qualtrics.qualtrics.core_mailing_list", "fqn": ["qualtrics", "staging", "qualtrics", "core_mailing_list"], "source_name": "qualtrics", "source_description": "", "loader": "", "identifier": "core_mailing_list", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": null, "loaded_at_query": null, "freshness": {"warn_after": {"count": null, "period": null}, "error_after": {"count": null, "period": null}, "filter": null}, "external": null, "description": "Research Core mailing list (non xm-directory).", "columns": {"_fivetran_deleted": {"name": "_fivetran_deleted", "description": "Boolean representing whether the record was soft-deleted in Qualtrics.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics._fivetran_deleted"]}, "_fivetran_synced": {"name": "_fivetran_synced", "description": "The time when a record was last updated by Fivetran.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics._fivetran_synced"]}, "id": {"name": "id", "description": "The ID for the mailing list.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.mailing_list_id"]}, "library_id": {"name": "library_id", "description": "The library ID. Example: `UR_1234567890AbCdE`", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.library_id"]}, "name": {"name": "name", "description": "Name of the mailing list.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.mailing_list_name"]}, "category": {"name": "category", "description": "The library ID. Example: `UR_1234567890AbCdE`", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.mailing_list_category"]}, "folder": {"name": "folder", "description": "The folder this is placed in.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "config": {"meta": {}, "tags": []}, "tags": [], "granularity": null, "doc_blocks": ["doc.qualtrics.folder"]}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true, "event_time": null, "freshness": {"warn_after": {"count": null, "period": null}, "error_after": {"count": null, "period": null}, "filter": null}, "loaded_at_field": null, "loaded_at_query": null, "meta": {}, "tags": []}, "patch_path": null, "unrendered_config": {"enabled": true, "loaded_at_field": null, "loaded_at_query": null, "meta": {}, "tags": []}, "relation_name": "\"postgres\".\"public\".\"core_mailing_list\"", "created_at": 1768514435.4014945, "unrendered_database": "{% if target.type != 'spark' %}{{ var('qualtrics_database', target.database) }}{% endif %}", "unrendered_schema": "{{ var('qualtrics_schema', 'qualtrics') }}", "doc_blocks": []}}, "macros": {"macro.dbt_postgres.postgres__get_catalog_relations": {"name": "postgres__get_catalog_relations", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/catalog.sql", "original_file_path": "macros/catalog.sql", "unique_id": "macro.dbt_postgres.postgres__get_catalog_relations", "macro_sql": "{% macro postgres__get_catalog_relations(information_schema, relations) -%}\n {%- call statement('catalog', fetch_result=True) -%}\n\n {#\n If the user has multiple databases set and the first one is wrong, this will fail.\n But we won't fail in the case where there are multiple quoting-difference-only dbs, which is better.\n #}\n {% set database = information_schema.database %}\n {{ adapter.verify_database(database) }}\n\n select\n '{{ database }}' as table_database,\n sch.nspname as table_schema,\n tbl.relname as table_name,\n case tbl.relkind\n when 'v' then 'VIEW'\n when 'm' then 'MATERIALIZED VIEW'\n else 'BASE TABLE'\n end as table_type,\n tbl_desc.description as table_comment,\n col.attname as column_name,\n col.attnum as column_index,\n pg_catalog.format_type(col.atttypid, col.atttypmod) as column_type,\n col_desc.description as column_comment,\n pg_get_userbyid(tbl.relowner) as table_owner\n\n from pg_catalog.pg_namespace sch\n join pg_catalog.pg_class tbl on tbl.relnamespace = sch.oid\n join pg_catalog.pg_attribute col on col.attrelid = tbl.oid\n left outer join pg_catalog.pg_description tbl_desc on (tbl_desc.objoid = tbl.oid and tbl_desc.objsubid = 0)\n left outer join pg_catalog.pg_description col_desc on (col_desc.objoid = tbl.oid and col_desc.objsubid = col.attnum)\n where (\n {%- for relation in relations -%}\n {%- if relation.identifier -%}\n (upper(sch.nspname) = upper('{{ relation.schema }}') and\n upper(tbl.relname) = upper('{{ relation.identifier }}'))\n {%- else-%}\n upper(sch.nspname) = upper('{{ relation.schema }}')\n {%- endif -%}\n {%- if not loop.last %} or {% endif -%}\n {%- endfor -%}\n )\n and not pg_is_other_temp_schema(sch.oid) -- not a temporary schema belonging to another session\n and tbl.relpersistence in ('p', 'u') -- [p]ermanent table or [u]nlogged table. Exclude [t]emporary tables\n and tbl.relkind in ('r', 'v', 'f', 'p', 'm') -- o[r]dinary table, [v]iew, [f]oreign table, [p]artitioned table, [m]aterialized view. Other values are [i]ndex, [S]equence, [c]omposite type, [t]OAST table\n and col.attnum > 0 -- negative numbers are used for system columns such as oid\n and not col.attisdropped -- column as not been dropped\n\n order by\n sch.nspname,\n tbl.relname,\n col.attnum\n\n {%- endcall -%}\n\n {{ return(load_result('catalog').table) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1768514431.7241354, "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": 1768514431.7249255, "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": 1768514431.7293272, "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": 1768514431.7304242, "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": 1768514431.7310648, "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": 1768514431.7316804, "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": 1768514431.7326002, "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": 1768514431.733455, "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": 1768514431.733799, "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": 1768514431.7344854, "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": 1768514431.7352505, "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": 1768514431.7368784, "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": 1768514431.7372668, "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": 1768514431.737903, "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": 1768514431.7384355, "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": 1768514431.7392895, "supported_languages": null}, "macro.dbt_postgres.postgres__alter_relation_comment": {"name": "postgres__alter_relation_comment", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__alter_relation_comment", "macro_sql": "{% macro postgres__alter_relation_comment(relation, comment) %}\n {% set escaped_comment = postgres_escape_comment(comment) %}\n {% if relation.type == 'materialized_view' -%}\n {% set relation_type = \"materialized view\" %}\n {%- else -%}\n {%- set relation_type = relation.type -%}\n {%- endif -%}\n comment on {{ relation_type }} {{ relation }} is {{ escaped_comment }};\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres_escape_comment"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1768514431.7400417, "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": 1768514431.741191, "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": 1768514431.7415802, "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": 1768514431.7418108, "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": 1768514431.7421627, "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": 1768514431.742443, "supported_languages": null}, "macro.dbt_postgres.postgres__current_timestamp": {"name": "postgres__current_timestamp", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/timestamps.sql", "original_file_path": "macros/timestamps.sql", "unique_id": "macro.dbt_postgres.postgres__current_timestamp", "macro_sql": "{% macro postgres__current_timestamp() -%}\n now()\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1768514431.7428977, "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": 1768514431.7432585, "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": 1768514431.7434711, "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": 1768514431.7438133, "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": 1768514431.7440495, "supported_languages": null}, "macro.dbt_postgres.postgres__get_relations": {"name": "postgres__get_relations", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations.sql", "original_file_path": "macros/relations.sql", "unique_id": "macro.dbt_postgres.postgres__get_relations", "macro_sql": "{% macro postgres__get_relations() -%}\n\n {#\n -- in pg_depend, objid is the dependent, refobjid is the referenced object\n -- > a pg_depend entry indicates that the referenced object cannot be\n -- > dropped without also dropping the dependent object.\n #}\n\n {%- call statement('relations', fetch_result=True) -%}\n select distinct\n dependent_namespace.nspname as dependent_schema,\n dependent_class.relname as dependent_name,\n referenced_namespace.nspname as referenced_schema,\n referenced_class.relname as referenced_name\n\n -- Query for views: views are entries in pg_class with an entry in pg_rewrite, but we avoid\n -- a seq scan on pg_rewrite by leveraging the fact there is an \"internal\" row in pg_depend for\n -- the view...\n from pg_class as dependent_class\n join pg_namespace as dependent_namespace on dependent_namespace.oid = dependent_class.relnamespace\n join pg_depend as dependent_depend on dependent_depend.refobjid = dependent_class.oid\n and dependent_depend.classid = 'pg_rewrite'::regclass\n and dependent_depend.refclassid = 'pg_class'::regclass\n and dependent_depend.deptype = 'i'\n\n -- ... and via pg_depend (that has a row per column, hence the need for \"distinct\" above, and\n -- making sure to exclude the internal row to avoid a view appearing to depend on itself)...\n join pg_depend as joining_depend on joining_depend.objid = dependent_depend.objid\n and joining_depend.classid = 'pg_rewrite'::regclass\n and joining_depend.refclassid = 'pg_class'::regclass\n and joining_depend.refobjid != dependent_depend.refobjid\n\n -- ... we can find the tables they query from in pg_class, but excluding system tables. Note we\n -- don't need need to exclude _dependent_ system tables, because they only query from other\n -- system tables, and so are automatically excluded by excluding _referenced_ system tables\n join pg_class as referenced_class on referenced_class.oid = joining_depend.refobjid\n join pg_namespace as referenced_namespace on referenced_namespace.oid = referenced_class.relnamespace\n and referenced_namespace.nspname != 'information_schema'\n and referenced_namespace.nspname not like 'pg\\_%'\n\n order by\n dependent_schema, dependent_name, referenced_schema, referenced_name;\n\n {%- endcall -%}\n\n {{ return(load_result('relations').table) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1768514431.7450004, "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": 1768514431.7452593, "supported_languages": null}, "macro.dbt_postgres.postgres__snapshot_merge_sql": {"name": "postgres__snapshot_merge_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/materializations/snapshot_merge.sql", "original_file_path": "macros/materializations/snapshot_merge.sql", "unique_id": "macro.dbt_postgres.postgres__snapshot_merge_sql", "macro_sql": "{% macro postgres__snapshot_merge_sql(target, source, insert_cols) -%}\n {%- set insert_cols_csv = insert_cols | join(', ') -%}\n\n {%- set columns = config.get(\"snapshot_table_column_names\") or get_snapshot_table_column_names() -%}\n\n update {{ target }}\n set {{ columns.dbt_valid_to }} = DBT_INTERNAL_SOURCE.{{ columns.dbt_valid_to }}\n from {{ source }} as DBT_INTERNAL_SOURCE\n where DBT_INTERNAL_SOURCE.{{ columns.dbt_scd_id }}::text = {{ target }}.{{ columns.dbt_scd_id }}::text\n and DBT_INTERNAL_SOURCE.dbt_change_type::text in ('update'::text, 'delete'::text)\n {% if config.get(\"dbt_valid_to_current\") %}\n and ({{ target }}.{{ columns.dbt_valid_to }} = {{ config.get('dbt_valid_to_current') }} or {{ target }}.{{ columns.dbt_valid_to }} is null);\n {% else %}\n and {{ target }}.{{ columns.dbt_valid_to }} is null;\n {% endif %}\n\n\n insert into {{ target }} ({{ insert_cols_csv }})\n select {% for column in insert_cols -%}\n DBT_INTERNAL_SOURCE.{{ column }} {%- if not loop.last %}, {%- endif %}\n {%- endfor %}\n from {{ source }} as DBT_INTERNAL_SOURCE\n where DBT_INTERNAL_SOURCE.dbt_change_type::text = 'insert'::text;\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_snapshot_table_column_names"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1768514431.747445, "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": 1768514431.7483559, "supported_languages": null}, "macro.dbt_postgres.postgres__get_incremental_microbatch_sql": {"name": "postgres__get_incremental_microbatch_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/materializations/incremental_strategies.sql", "original_file_path": "macros/materializations/incremental_strategies.sql", "unique_id": "macro.dbt_postgres.postgres__get_incremental_microbatch_sql", "macro_sql": "{% macro postgres__get_incremental_microbatch_sql(arg_dict) %}\n\n {% if arg_dict[\"unique_key\"] %}\n {% do return(adapter.dispatch('get_incremental_merge_sql', 'dbt')(arg_dict)) %}\n {% else %}\n {{ exceptions.raise_compiler_error(\"dbt-postgres 'microbatch' requires a `unique_key` config\") }}\n {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_incremental_merge_sql", "macro.dbt.default__get_incremental_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1768514431.749029, "supported_languages": null}, "macro.dbt_postgres.postgres__formatted_scalar_function_args_sql": {"name": "postgres__formatted_scalar_function_args_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/materializations/functions/scalar.sql", "original_file_path": "macros/materializations/functions/scalar.sql", "unique_id": "macro.dbt_postgres.postgres__formatted_scalar_function_args_sql", "macro_sql": "{% macro postgres__formatted_scalar_function_args_sql() %}\n {% set args = [] %}\n {% for arg in model.arguments -%}\n {% set default_value = arg.get('default_value', none) %}\n {% if default_value != none %}\n {%- do args.append(arg.name ~ ' ' ~ arg.data_type ~ ' DEFAULT ' ~ default_value) -%}\n {% else %}\n {%- do args.append(arg.name ~ ' ' ~ arg.data_type) -%}\n {% endif %}\n {%- endfor %}\n {{ args | join(', ') }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1768514431.7503862, "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": 1768514431.751329, "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": 1768514431.752131, "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": 1768514431.7560852, "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": 1768514431.7565255, "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": 1768514431.7575302, "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": 1768514431.7578213, "supported_languages": null}, "macro.dbt_postgres.postgres__get_create_materialized_view_as_sql": {"name": "postgres__get_create_materialized_view_as_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations/materialized_view/create.sql", "original_file_path": "macros/relations/materialized_view/create.sql", "unique_id": "macro.dbt_postgres.postgres__get_create_materialized_view_as_sql", "macro_sql": "{% macro postgres__get_create_materialized_view_as_sql(relation, sql) %}\n create materialized view if not exists {{ relation }} as {{ sql }};\n\n {% for _index_dict in config.get('indexes', []) -%}\n {{- get_create_index_sql(relation, _index_dict) -}}{{ ';' if not loop.last else \"\" }}\n {%- endfor -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_create_index_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1768514431.7586522, "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": 1768514431.7590165, "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": 1768514431.7595809, "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": 1768514431.7606232, "supported_languages": null}, "macro.dbt_postgres.postgres__update_indexes_on_materialized_view": {"name": "postgres__update_indexes_on_materialized_view", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations/materialized_view/alter.sql", "original_file_path": "macros/relations/materialized_view/alter.sql", "unique_id": "macro.dbt_postgres.postgres__update_indexes_on_materialized_view", "macro_sql": "\n\n\n{%- macro postgres__update_indexes_on_materialized_view(relation, index_changes) -%}\n {{- log(\"Applying UPDATE INDEXES to: \" ~ relation) -}}\n\n {%- for _index_change in index_changes -%}\n {%- set _index = _index_change.context -%}\n\n {%- if _index_change.action == \"drop\" -%}\n\n {{ postgres__get_drop_index_sql(relation, _index.name) }}\n\n {%- elif _index_change.action == \"create\" -%}\n\n {{ postgres__get_create_index_sql(relation, _index.as_node_config) }}\n\n {%- endif -%}\n\t{{ ';' if not loop.last else \"\" }}\n\n {%- endfor -%}\n\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_drop_index_sql", "macro.dbt_postgres.postgres__get_create_index_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1768514431.7616656, "supported_languages": null}, "macro.dbt_postgres.postgres__get_materialized_view_configuration_changes": {"name": "postgres__get_materialized_view_configuration_changes", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations/materialized_view/alter.sql", "original_file_path": "macros/relations/materialized_view/alter.sql", "unique_id": "macro.dbt_postgres.postgres__get_materialized_view_configuration_changes", "macro_sql": "{% macro postgres__get_materialized_view_configuration_changes(existing_relation, new_config) %}\n {% set _existing_materialized_view = postgres__describe_materialized_view(existing_relation) %}\n {% set _configuration_changes = existing_relation.get_materialized_view_config_change_collection(_existing_materialized_view, new_config.model) %}\n {% do return(_configuration_changes) %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__describe_materialized_view"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1768514431.762253, "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": 1768514431.7625349, "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": 1768514431.7628062, "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": 1768514431.7638671, "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": 1768514431.7642188, "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": 1768514431.7644935, "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": 1768514431.7656746, "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": 1768514431.766034, "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": 1768514431.7663038, "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": 1768514431.7676194, "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": 1768514431.7680547, "supported_languages": null}, "macro.dbt.build_ref_function": {"name": "build_ref_function", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.build_ref_function", "macro_sql": "{% macro build_ref_function(model) %}\n\n {%- set ref_dict = {} -%}\n {%- for _ref in model.refs -%}\n {% set _ref_args = [_ref.get('package'), _ref['name']] if _ref.get('package') else [_ref['name'],] %}\n {%- set resolved = ref(*_ref_args, v=_ref.get('version')) -%}\n\n {#\n We want to get the string of the returned relation by calling .render() in order to skip sample/empty\n mode rendering logic. However, people override the default ref macro, and often return a string instead\n of a relation (like the ref macro does by default). Thus, to make sure we dont blow things up, we have\n to ensure the resolved relation has a .render() method.\n #}\n {%- if resolved.render is defined and resolved.render is callable -%}\n {%- set resolved = resolved.render() -%}\n {%- endif -%}\n\n {%- if _ref.get('version') -%}\n {% do _ref_args.extend([\"v\" ~ _ref['version']]) %}\n {%- endif -%}\n {%- do ref_dict.update({_ref_args | join('.'): resolve_model_name(resolved)}) -%}\n {%- endfor -%}\n\ndef ref(*args, **kwargs):\n refs = {{ ref_dict | tojson }}\n key = '.'.join(args)\n version = kwargs.get(\"v\") or kwargs.get(\"version\")\n if version:\n key += f\".v{version}\"\n dbt_load_df_function = kwargs.get(\"dbt_load_df_function\")\n return dbt_load_df_function(refs[key])\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.resolve_model_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1768514431.7699068, "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": 1768514431.7706923, "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": 1768514431.7718956, "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": 1768514431.7727888, "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": 1768514431.7729673, "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": 1768514431.7746408, "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": 1768514431.7750456, "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": 1768514431.775331, "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": 1768514431.7756116, "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": 1768514431.7759078, "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": 1768514431.7764633, "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": 1768514431.7770607, "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": 1768514431.7776396, "supported_languages": null}, "macro.dbt.materialization_table_default": {"name": "materialization_table_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/table.sql", "original_file_path": "macros/materializations/models/table.sql", "unique_id": "macro.dbt.materialization_table_default", "macro_sql": "{% materialization table, default %}\n\n {%- set existing_relation = load_cached_relation(this) -%}\n {%- set target_relation = this.incorporate(type='table') %}\n {%- set intermediate_relation = make_intermediate_relation(target_relation) -%}\n -- the intermediate_relation should not already exist in the database; get_relation\n -- will return None in that case. Otherwise, we get a relation that we can drop\n -- later, before we try to use this name for the current operation\n {%- set preexisting_intermediate_relation = load_cached_relation(intermediate_relation) -%}\n /*\n See ../view/view.sql for more information about this relation.\n */\n {%- set backup_relation_type = 'table' if existing_relation is none else existing_relation.type -%}\n {%- set backup_relation = make_backup_relation(target_relation, backup_relation_type) -%}\n -- as above, the backup_relation should not already exist\n {%- set preexisting_backup_relation = load_cached_relation(backup_relation) -%}\n -- grab current tables grants config for comparision later on\n {% set grant_config = config.get('grants') %}\n\n -- drop the temp relations if they exist already in the database\n {{ drop_relation_if_exists(preexisting_intermediate_relation) }}\n {{ drop_relation_if_exists(preexisting_backup_relation) }}\n\n {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n -- `BEGIN` happens here:\n {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n -- build model\n {% call statement('main') -%}\n {{ get_create_table_as_sql(False, intermediate_relation, sql) }}\n {%- endcall %}\n\n {% do create_indexes(intermediate_relation) %}\n\n -- cleanup\n {% if existing_relation is not none %}\n /* Do the equivalent of rename_if_exists. 'existing_relation' could have been dropped\n since the variable was first set. */\n {% set existing_relation = load_cached_relation(existing_relation) %}\n {% if existing_relation is not none %}\n {{ adapter.rename_relation(existing_relation, backup_relation) }}\n {% endif %}\n {% endif %}\n\n {{ adapter.rename_relation(intermediate_relation, target_relation) }}\n\n {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n {% set should_revoke = should_revoke(existing_relation, full_refresh_mode=True) %}\n {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n {% do persist_docs(target_relation, model) %}\n\n -- `COMMIT` happens here\n {{ adapter.commit() }}\n\n -- finally, drop the existing/backup relation after the commit\n {{ drop_relation_if_exists(backup_relation) }}\n\n {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n {{ return({'relations': [target_relation]}) }}\n{% endmaterialization %}", "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.make_intermediate_relation", "macro.dbt.make_backup_relation", "macro.dbt.drop_relation_if_exists", "macro.dbt.run_hooks", "macro.dbt.statement", "macro.dbt.get_create_table_as_sql", "macro.dbt.create_indexes", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1768514431.7818878, "supported_languages": ["sql"]}, "macro.dbt.materialization_view_default": {"name": "materialization_view_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/view.sql", "original_file_path": "macros/materializations/models/view.sql", "unique_id": "macro.dbt.materialization_view_default", "macro_sql": "{%- materialization view, default -%}\n\n {%- set existing_relation = load_cached_relation(this) -%}\n {%- set target_relation = this.incorporate(type='view') -%}\n {%- set intermediate_relation = make_intermediate_relation(target_relation) -%}\n\n -- the intermediate_relation should not already exist in the database; get_relation\n -- will return None in that case. Otherwise, we get a relation that we can drop\n -- later, before we try to use this name for the current operation\n {%- set preexisting_intermediate_relation = load_cached_relation(intermediate_relation) -%}\n /*\n This relation (probably) doesn't exist yet. If it does exist, it's a leftover from\n a previous run, and we're going to try to drop it immediately. At the end of this\n materialization, we're going to rename the \"existing_relation\" to this identifier,\n and then we're going to drop it. In order to make sure we run the correct one of:\n - drop view ...\n - drop table ...\n\n We need to set the type of this relation to be the type of the existing_relation, if it exists,\n or else \"view\" as a sane default if it does not. Note that if the existing_relation does not\n exist, then there is nothing to move out of the way and subsequentally drop. In that case,\n this relation will be effectively unused.\n */\n {%- set backup_relation_type = 'view' if existing_relation is none else existing_relation.type -%}\n {%- set backup_relation = make_backup_relation(target_relation, backup_relation_type) -%}\n -- as above, the backup_relation should not already exist\n {%- set preexisting_backup_relation = load_cached_relation(backup_relation) -%}\n -- grab current tables grants config for comparision later on\n {% set grant_config = config.get('grants') %}\n\n {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n -- drop the temp relations if they exist already in the database\n {{ drop_relation_if_exists(preexisting_intermediate_relation) }}\n {{ drop_relation_if_exists(preexisting_backup_relation) }}\n\n -- `BEGIN` happens here:\n {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n -- build model\n {% call statement('main') -%}\n {{ get_create_view_as_sql(intermediate_relation, sql) }}\n {%- endcall %}\n\n -- cleanup\n -- move the existing view out of the way\n {% if existing_relation is not none %}\n /* Do the equivalent of rename_if_exists. 'existing_relation' could have been dropped\n since the variable was first set. */\n {% set existing_relation = load_cached_relation(existing_relation) %}\n {% if existing_relation is not none %}\n {{ adapter.rename_relation(existing_relation, backup_relation) }}\n {% endif %}\n {% endif %}\n {{ adapter.rename_relation(intermediate_relation, target_relation) }}\n\n {% set should_revoke = should_revoke(existing_relation, full_refresh_mode=True) %}\n {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n {% do persist_docs(target_relation, model) %}\n\n {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n {{ adapter.commit() }}\n\n {{ drop_relation_if_exists(backup_relation) }}\n\n {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n {{ return({'relations': [target_relation]}) }}\n\n{%- endmaterialization -%}", "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.make_intermediate_relation", "macro.dbt.make_backup_relation", "macro.dbt.run_hooks", "macro.dbt.drop_relation_if_exists", "macro.dbt.statement", "macro.dbt.get_create_view_as_sql", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1768514431.785891, "supported_languages": ["sql"]}, "macro.dbt.materialization_materialized_view_default": {"name": "materialization_materialized_view_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/materialized_view.sql", "original_file_path": "macros/materializations/models/materialized_view.sql", "unique_id": "macro.dbt.materialization_materialized_view_default", "macro_sql": "{% materialization materialized_view, default %}\n {% set existing_relation = load_cached_relation(this) %}\n {% set target_relation = this.incorporate(type=this.MaterializedView) %}\n {% set intermediate_relation = make_intermediate_relation(target_relation) %}\n {% set backup_relation_type = target_relation.MaterializedView if existing_relation is none else existing_relation.type %}\n {% set backup_relation = make_backup_relation(target_relation, backup_relation_type) %}\n\n {{ materialized_view_setup(backup_relation, intermediate_relation, pre_hooks) }}\n\n {% set build_sql = materialized_view_get_build_sql(existing_relation, target_relation, backup_relation, intermediate_relation) %}\n\n {% if build_sql == '' %}\n {{ materialized_view_execute_no_op(target_relation) }}\n {% else %}\n {{ materialized_view_execute_build_sql(build_sql, existing_relation, target_relation, post_hooks) }}\n {% endif %}\n\n {{ materialized_view_teardown(backup_relation, intermediate_relation, post_hooks) }}\n\n {{ return({'relations': [target_relation]}) }}\n\n{% endmaterialization %}", "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.make_intermediate_relation", "macro.dbt.make_backup_relation", "macro.dbt.materialized_view_setup", "macro.dbt.materialized_view_get_build_sql", "macro.dbt.materialized_view_execute_no_op", "macro.dbt.materialized_view_execute_build_sql", "macro.dbt.materialized_view_teardown"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1768514431.7888772, "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": 1768514431.7896261, "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": 1768514431.790136, "supported_languages": null}, "macro.dbt.materialized_view_get_build_sql": {"name": "materialized_view_get_build_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/materialized_view.sql", "original_file_path": "macros/materializations/models/materialized_view.sql", "unique_id": "macro.dbt.materialized_view_get_build_sql", "macro_sql": "{% macro materialized_view_get_build_sql(existing_relation, target_relation, backup_relation, intermediate_relation) %}\n\n {% set full_refresh_mode = should_full_refresh() %}\n\n -- determine the scenario we're in: create, full_refresh, alter, refresh data\n {% if existing_relation is none %}\n {% set build_sql = get_create_materialized_view_as_sql(target_relation, sql) %}\n {% elif full_refresh_mode or not existing_relation.is_materialized_view %}\n {% set build_sql = get_replace_sql(existing_relation, target_relation, sql) %}\n {% else %}\n\n -- get config options\n {% set on_configuration_change = config.get('on_configuration_change') %}\n {% set configuration_changes = get_materialized_view_configuration_changes(existing_relation, config) %}\n\n {% if configuration_changes is none %}\n {% set build_sql = refresh_materialized_view(target_relation) %}\n\n {% elif on_configuration_change == 'apply' %}\n {% set build_sql = get_alter_materialized_view_as_sql(target_relation, configuration_changes, sql, existing_relation, backup_relation, intermediate_relation) %}\n {% elif on_configuration_change == 'continue' %}\n {% set build_sql = '' %}\n {{ exceptions.warn(\"Configuration changes were identified and `on_configuration_change` was set to `continue` for `\" ~ target_relation.render() ~ \"`\") }}\n {% elif on_configuration_change == 'fail' %}\n {{ exceptions.raise_fail_fast_error(\"Configuration changes were identified and `on_configuration_change` was set to `fail` for `\" ~ target_relation.render() ~ \"`\") }}\n\n {% else %}\n -- this only happens if the user provides a value other than `apply`, 'skip', 'fail'\n {{ exceptions.raise_compiler_error(\"Unexpected configuration scenario\") }}\n\n {% endif %}\n\n {% endif %}\n\n {% do return(build_sql) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.should_full_refresh", "macro.dbt.get_create_materialized_view_as_sql", "macro.dbt.get_replace_sql", "macro.dbt.get_materialized_view_configuration_changes", "macro.dbt.refresh_materialized_view", "macro.dbt.get_alter_materialized_view_as_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1768514431.792685, "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": 1768514431.7931502, "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": 1768514431.7944276, "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": 1768514431.7955537, "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": 1768514431.7978005, "supported_languages": null}, "macro.dbt.default__get_merge_sql": {"name": "default__get_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "unique_id": "macro.dbt.default__get_merge_sql", "macro_sql": "{% macro default__get_merge_sql(target, source, unique_key, dest_columns, incremental_predicates=none) -%}\n {%- set predicates = [] if incremental_predicates is none else [] + incremental_predicates -%}\n {%- set dest_cols_csv = get_quoted_csv(dest_columns | map(attribute=\"name\")) -%}\n {%- set merge_update_columns = config.get('merge_update_columns') -%}\n {%- set merge_exclude_columns = config.get('merge_exclude_columns') -%}\n {%- set update_columns = get_merge_update_columns(merge_update_columns, merge_exclude_columns, dest_columns) -%}\n {%- set sql_header = config.get('sql_header', none) -%}\n\n {% if unique_key %}\n {% if unique_key is sequence and unique_key is not mapping and unique_key is not string %}\n {% for key in unique_key %}\n {% set this_key_match %}\n DBT_INTERNAL_SOURCE.{{ key }} = DBT_INTERNAL_DEST.{{ key }}\n {% endset %}\n {% do predicates.append(this_key_match) %}\n {% endfor %}\n {% else %}\n {% set source_unique_key = (\"DBT_INTERNAL_SOURCE.\" ~ unique_key) | trim %}\n\t {% set target_unique_key = (\"DBT_INTERNAL_DEST.\" ~ unique_key) | trim %}\n\t {% set unique_key_match = equals(source_unique_key, target_unique_key) | trim %}\n {% do predicates.append(unique_key_match) %}\n {% endif %}\n {% else %}\n {% do predicates.append('FALSE') %}\n {% endif %}\n\n {{ sql_header if sql_header is not none }}\n\n merge into {{ target }} as DBT_INTERNAL_DEST\n using {{ source }} as DBT_INTERNAL_SOURCE\n on {{\"(\" ~ predicates | join(\") and (\") ~ \")\"}}\n\n {% if unique_key %}\n when matched then update set\n {% for column_name in update_columns -%}\n {{ column_name }} = DBT_INTERNAL_SOURCE.{{ column_name }}\n {%- if not loop.last %}, {%- endif %}\n {%- endfor %}\n {% endif %}\n\n when not matched then insert\n ({{ dest_cols_csv }})\n values\n ({{ dest_cols_csv }})\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_quoted_csv", "macro.dbt.get_merge_update_columns", "macro.dbt.equals"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1768514431.8012989, "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": 1768514431.8018088, "supported_languages": null}, "macro.dbt.default__get_delete_insert_merge_sql": {"name": "default__get_delete_insert_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "unique_id": "macro.dbt.default__get_delete_insert_merge_sql", "macro_sql": "{% macro default__get_delete_insert_merge_sql(target, source, unique_key, dest_columns, incremental_predicates) -%}\n\n {%- set dest_cols_csv = get_quoted_csv(dest_columns | map(attribute=\"name\")) -%}\n\n {% if unique_key %}\n {% if unique_key is string %}\n {% set unique_key = [unique_key] %}\n {% endif %}\n\n {%- set unique_key_str = unique_key|join(', ') -%}\n\n delete from {{ target }} as DBT_INTERNAL_DEST\n where ({{ unique_key_str }}) in (\n select distinct {{ unique_key_str }}\n from {{ source }} as DBT_INTERNAL_SOURCE\n )\n {%- if incremental_predicates %}\n {% for predicate in incremental_predicates %}\n and {{ predicate }}\n {% endfor %}\n {%- endif -%};\n\n {% endif %}\n\n insert into {{ target }} ({{ dest_cols_csv }})\n (\n select {{ dest_cols_csv }}\n from {{ source }}\n )\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.get_quoted_csv"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1768514431.8032308, "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": 1768514431.8037398, "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": 1768514431.8049955, "supported_languages": null}, "macro.dbt.get_quoted_csv": {"name": "get_quoted_csv", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/column_helpers.sql", "original_file_path": "macros/materializations/models/incremental/column_helpers.sql", "unique_id": "macro.dbt.get_quoted_csv", "macro_sql": "{% macro get_quoted_csv(column_names) %}\n\n {% set quoted = [] %}\n {% for col in column_names -%}\n {%- do quoted.append(adapter.quote(col)) -%}\n {%- endfor %}\n\n {%- set dest_cols_csv = quoted | join(', ') -%}\n {{ return(dest_cols_csv) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1768514431.8065815, "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": 1768514431.8076327, "supported_languages": null}, "macro.dbt.diff_column_data_types": {"name": "diff_column_data_types", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/column_helpers.sql", "original_file_path": "macros/materializations/models/incremental/column_helpers.sql", "unique_id": "macro.dbt.diff_column_data_types", "macro_sql": "{% macro diff_column_data_types(source_columns, target_columns) %}\n {{ return(adapter.dispatch('diff_column_data_types', 'dbt')(source_columns, target_columns)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__diff_column_data_types"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1768514431.80806, "supported_languages": null}, "macro.dbt.default__diff_column_data_types": {"name": "default__diff_column_data_types", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/column_helpers.sql", "original_file_path": "macros/materializations/models/incremental/column_helpers.sql", "unique_id": "macro.dbt.default__diff_column_data_types", "macro_sql": "{% macro default__diff_column_data_types(source_columns, target_columns) %}\n {% set result = [] %}\n {% for sc in source_columns %}\n {% set tc = target_columns | selectattr(\"name\", \"equalto\", sc.name) | list | first %}\n {% if tc %}\n {% if sc.expanded_data_type != tc.expanded_data_type and not sc.can_expand_to(other_column=tc) %}\n {{ result.append( { 'column_name': tc.name, 'new_type': sc.expanded_data_type } ) }}\n {% endif %}\n {% endif %}\n {% endfor %}\n\n {{ return(result) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1768514431.809311, "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": 1768514431.8097563, "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": 1768514431.8111548, "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": 1768514431.8123903, "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": 1768514431.8128595, "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": 1768514431.8132222, "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": 1768514431.8137755, "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": 1768514431.8141446, "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": 1768514431.8146966, "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": 1768514431.815067, "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": 1768514431.815575, "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": 1768514431.8159454, "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": 1768514431.8162365, "supported_languages": null}, "macro.dbt.get_incremental_microbatch_sql": {"name": "get_incremental_microbatch_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.get_incremental_microbatch_sql", "macro_sql": "{% macro get_incremental_microbatch_sql(arg_dict) %}\n\n {{ return(adapter.dispatch('get_incremental_microbatch_sql', 'dbt')(arg_dict)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_incremental_microbatch_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1768514431.8167107, "supported_languages": null}, "macro.dbt.default__get_incremental_microbatch_sql": {"name": "default__get_incremental_microbatch_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.default__get_incremental_microbatch_sql", "macro_sql": "{% macro default__get_incremental_microbatch_sql(arg_dict) %}\n\n {{ exceptions.raise_not_implemented('microbatch materialization strategy not implemented for adapter ' + adapter.type()) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1768514431.8170412, "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": 1768514431.81757, "supported_languages": null}, "macro.dbt.incremental_validate_on_schema_change": {"name": "incremental_validate_on_schema_change", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/on_schema_change.sql", "original_file_path": "macros/materializations/models/incremental/on_schema_change.sql", "unique_id": "macro.dbt.incremental_validate_on_schema_change", "macro_sql": "{% macro incremental_validate_on_schema_change(on_schema_change, default='ignore') %}\n\n {% if on_schema_change not in ['sync_all_columns', 'append_new_columns', 'fail', 'ignore'] %}\n\n {% set log_message = 'Invalid value for on_schema_change (%s) specified. Setting default value of %s.' % (on_schema_change, default) %}\n {% do log(log_message) %}\n\n {{ return(default) }}\n\n {% else %}\n\n {{ return(on_schema_change) }}\n\n {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1768514431.8199513, "supported_languages": null}, "macro.dbt.check_for_schema_changes": {"name": "check_for_schema_changes", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/on_schema_change.sql", "original_file_path": "macros/materializations/models/incremental/on_schema_change.sql", "unique_id": "macro.dbt.check_for_schema_changes", "macro_sql": "{% macro check_for_schema_changes(source_relation, target_relation) %}\n {{ return(adapter.dispatch('check_for_schema_changes', 'dbt')(source_relation, target_relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__check_for_schema_changes"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1768514431.8203635, "supported_languages": null}, "macro.dbt.default__check_for_schema_changes": {"name": "default__check_for_schema_changes", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/on_schema_change.sql", "original_file_path": "macros/materializations/models/incremental/on_schema_change.sql", "unique_id": "macro.dbt.default__check_for_schema_changes", "macro_sql": "{% macro default__check_for_schema_changes(source_relation, target_relation) %}\n\n {% set schema_changed = False %}\n\n {%- set source_columns = adapter.get_columns_in_relation(source_relation) -%}\n {%- set target_columns = adapter.get_columns_in_relation(target_relation) -%}\n {%- set source_not_in_target = diff_columns(source_columns, target_columns) -%}\n {%- set target_not_in_source = diff_columns(target_columns, source_columns) -%}\n\n {% set new_target_types = diff_column_data_types(source_columns, target_columns) %}\n\n {% if source_not_in_target != [] %}\n {% set schema_changed = True %}\n {% elif target_not_in_source != [] or new_target_types != [] %}\n {% set schema_changed = True %}\n {% elif new_target_types != [] %}\n {% set schema_changed = True %}\n {% endif %}\n\n {% set changes_dict = {\n 'schema_changed': schema_changed,\n 'source_not_in_target': source_not_in_target,\n 'target_not_in_source': target_not_in_source,\n 'source_columns': source_columns,\n 'target_columns': target_columns,\n 'new_target_types': new_target_types\n } %}\n\n {% set msg %}\n In {{ target_relation }}:\n Schema changed: {{ schema_changed }}\n Source columns not in target: {{ source_not_in_target }}\n Target columns not in source: {{ target_not_in_source }}\n New column types: {{ new_target_types }}\n {% endset %}\n\n {% do log(msg) %}\n\n {{ return(changes_dict) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.diff_columns", "macro.dbt.diff_column_data_types"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1768514431.8226905, "supported_languages": null}, "macro.dbt.sync_column_schemas": {"name": "sync_column_schemas", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/on_schema_change.sql", "original_file_path": "macros/materializations/models/incremental/on_schema_change.sql", "unique_id": "macro.dbt.sync_column_schemas", "macro_sql": "{% macro sync_column_schemas(on_schema_change, target_relation, schema_changes_dict) %}\n {{ return(adapter.dispatch('sync_column_schemas', 'dbt')(on_schema_change, target_relation, schema_changes_dict)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__sync_column_schemas"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1768514431.823162, "supported_languages": null}, "macro.dbt.default__sync_column_schemas": {"name": "default__sync_column_schemas", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/on_schema_change.sql", "original_file_path": "macros/materializations/models/incremental/on_schema_change.sql", "unique_id": "macro.dbt.default__sync_column_schemas", "macro_sql": "{% macro default__sync_column_schemas(on_schema_change, target_relation, schema_changes_dict) %}\n\n {%- set add_to_target_arr = schema_changes_dict['source_not_in_target'] -%}\n {%- set remove_from_target_arr = schema_changes_dict['target_not_in_source'] -%}\n {%- set new_target_types = schema_changes_dict['new_target_types'] -%}\n\n {%- if on_schema_change == 'append_new_columns'-%}\n {%- if add_to_target_arr | length > 0 -%}\n {%- do alter_relation_add_remove_columns(target_relation, add_to_target_arr, none) -%}\n {%- endif -%}\n\n {% elif on_schema_change == 'sync_all_columns' %}\n\n {% if add_to_target_arr | length > 0 or remove_from_target_arr | length > 0 %}\n {%- do alter_relation_add_remove_columns(target_relation, add_to_target_arr, remove_from_target_arr) -%}\n {% endif %}\n\n {% if new_target_types != [] %}\n {% for ntt in new_target_types %}\n {% set column_name = ntt['column_name'] %}\n {% set new_type = ntt['new_type'] %}\n {% do alter_column_type(target_relation, column_name, new_type) %}\n {% endfor %}\n {% endif %}\n\n {% endif %}\n\n {% set schema_change_message %}\n In {{ target_relation }}:\n Schema change approach: {{ on_schema_change }}\n Columns added: {{ add_to_target_arr }}\n Columns removed: {{ remove_from_target_arr }}\n Data types changed: {{ new_target_types }}\n {% endset %}\n\n {% do log(schema_change_message) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.alter_relation_add_remove_columns", "macro.dbt.alter_column_type"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1768514431.8254516, "supported_languages": null}, "macro.dbt.process_schema_changes": {"name": "process_schema_changes", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/on_schema_change.sql", "original_file_path": "macros/materializations/models/incremental/on_schema_change.sql", "unique_id": "macro.dbt.process_schema_changes", "macro_sql": "{% macro process_schema_changes(on_schema_change, source_relation, target_relation) %}\n {{ return(adapter.dispatch('process_schema_changes', 'dbt')(on_schema_change, source_relation, target_relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__process_schema_changes"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1768514431.8259172, "supported_languages": null}, "macro.dbt.default__process_schema_changes": {"name": "default__process_schema_changes", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/on_schema_change.sql", "original_file_path": "macros/materializations/models/incremental/on_schema_change.sql", "unique_id": "macro.dbt.default__process_schema_changes", "macro_sql": "{% macro default__process_schema_changes(on_schema_change, source_relation, target_relation) %}\n\n {% if on_schema_change == 'ignore' %}\n\n {{ return({}) }}\n\n {% else %}\n\n {% set schema_changes_dict = check_for_schema_changes(source_relation, target_relation) %}\n\n {% if schema_changes_dict['schema_changed'] %}\n\n {% if on_schema_change == 'fail' %}\n\n {% set fail_msg %}\n The source and target schemas on this incremental model are out of sync!\n They can be reconciled in several ways:\n - set the `on_schema_change` config to either append_new_columns or sync_all_columns, depending on your situation.\n - Re-run the incremental model with `full_refresh: True` to update the target schema.\n - update the schema manually and re-run the process.\n\n Additional troubleshooting context:\n Source columns not in target: {{ schema_changes_dict['source_not_in_target'] }}\n Target columns not in source: {{ schema_changes_dict['target_not_in_source'] }}\n New column types: {{ schema_changes_dict['new_target_types'] }}\n {% endset %}\n\n {% do exceptions.raise_compiler_error(fail_msg) %}\n\n {# -- unless we ignore, run the sync operation per the config #}\n {% else %}\n\n {% do sync_column_schemas(on_schema_change, target_relation, schema_changes_dict) %}\n\n {% endif %}\n\n {% endif %}\n\n {{ return(schema_changes_dict['source_columns']) }}\n\n {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.check_for_schema_changes", "macro.dbt.sync_column_schemas"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1768514431.8275144, "supported_languages": null}, "macro.dbt.materialization_incremental_default": {"name": "materialization_incremental_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/incremental.sql", "original_file_path": "macros/materializations/models/incremental/incremental.sql", "unique_id": "macro.dbt.materialization_incremental_default", "macro_sql": "{% materialization incremental, default -%}\n\n -- relations\n {%- set existing_relation = load_cached_relation(this) -%}\n {%- set target_relation = this.incorporate(type='table') -%}\n {%- set temp_relation = make_temp_relation(target_relation)-%}\n {%- set intermediate_relation = make_intermediate_relation(target_relation)-%}\n {%- set backup_relation_type = 'table' if existing_relation is none else existing_relation.type -%}\n {%- set backup_relation = make_backup_relation(target_relation, backup_relation_type) -%}\n\n -- configs\n {%- set unique_key = config.get('unique_key') -%}\n {%- set full_refresh_mode = (should_full_refresh() or existing_relation.is_view) -%}\n {%- set on_schema_change = incremental_validate_on_schema_change(config.get('on_schema_change'), default='ignore') -%}\n\n -- the temp_ and backup_ relations should not already exist in the database; get_relation\n -- will return None in that case. Otherwise, we get a relation that we can drop\n -- later, before we try to use this name for the current operation. This has to happen before\n -- BEGIN, in a separate transaction\n {%- set preexisting_intermediate_relation = load_cached_relation(intermediate_relation)-%}\n {%- set preexisting_backup_relation = load_cached_relation(backup_relation) -%}\n -- grab current tables grants config for comparision later on\n {% set grant_config = config.get('grants') %}\n {{ drop_relation_if_exists(preexisting_intermediate_relation) }}\n {{ drop_relation_if_exists(preexisting_backup_relation) }}\n\n {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n -- `BEGIN` happens here:\n {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n {% set to_drop = [] %}\n\n {% set incremental_strategy = config.get('incremental_strategy') or 'default' %}\n {% set strategy_sql_macro_func = adapter.get_incremental_strategy_macro(context, incremental_strategy) %}\n\n {% if existing_relation is none %}\n {% set build_sql = get_create_table_as_sql(False, target_relation, sql) %}\n {% set relation_for_indexes = target_relation %}\n {% elif full_refresh_mode %}\n {% set build_sql = get_create_table_as_sql(False, intermediate_relation, sql) %}\n {% set relation_for_indexes = intermediate_relation %}\n {% set need_swap = true %}\n {% else %}\n {% do run_query(get_create_table_as_sql(True, temp_relation, sql)) %}\n {% set relation_for_indexes = temp_relation %}\n {% set contract_config = config.get('contract') %}\n {% if not contract_config or not contract_config.enforced %}\n {% do adapter.expand_target_column_types(\n from_relation=temp_relation,\n to_relation=target_relation) %}\n {% endif %}\n {#-- Process schema changes. Returns dict of changes if successful. Use source columns for upserting/merging --#}\n {% set dest_columns = process_schema_changes(on_schema_change, temp_relation, existing_relation) %}\n {% if not dest_columns %}\n {% set dest_columns = adapter.get_columns_in_relation(existing_relation) %}\n {% endif %}\n\n {#-- Get the incremental_strategy, the macro to use for the strategy, and build the sql --#}\n {% set incremental_predicates = config.get('predicates', none) or config.get('incremental_predicates', none) %}\n {% set strategy_arg_dict = ({'target_relation': target_relation, 'temp_relation': temp_relation, 'unique_key': unique_key, 'dest_columns': dest_columns, 'incremental_predicates': incremental_predicates }) %}\n {% set build_sql = strategy_sql_macro_func(strategy_arg_dict) %}\n\n {% endif %}\n\n {% call statement(\"main\") %}\n {{ build_sql }}\n {% endcall %}\n\n {% if existing_relation is none or existing_relation.is_view or should_full_refresh() %}\n {% do create_indexes(relation_for_indexes) %}\n {% endif %}\n\n {% if need_swap %}\n {% do adapter.rename_relation(target_relation, backup_relation) %}\n {% do adapter.rename_relation(intermediate_relation, target_relation) %}\n {% do to_drop.append(backup_relation) %}\n {% endif %}\n\n {% set should_revoke = should_revoke(existing_relation, full_refresh_mode) %}\n {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n {% do persist_docs(target_relation, model) %}\n\n {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n -- `COMMIT` happens here\n {% do adapter.commit() %}\n\n {% for rel in to_drop %}\n {% do adapter.drop_relation(rel) %}\n {% endfor %}\n\n {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n {{ return({'relations': [target_relation]}) }}\n\n{%- endmaterialization %}", "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.make_temp_relation", "macro.dbt.make_intermediate_relation", "macro.dbt.make_backup_relation", "macro.dbt.should_full_refresh", "macro.dbt.incremental_validate_on_schema_change", "macro.dbt.drop_relation_if_exists", "macro.dbt.run_hooks", "macro.dbt.get_create_table_as_sql", "macro.dbt.run_query", "macro.dbt.process_schema_changes", "macro.dbt.statement", "macro.dbt.create_indexes", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1768514431.8357658, "supported_languages": ["sql"]}, "macro.dbt.create_or_replace_clone": {"name": "create_or_replace_clone", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/clone/create_or_replace_clone.sql", "original_file_path": "macros/materializations/models/clone/create_or_replace_clone.sql", "unique_id": "macro.dbt.create_or_replace_clone", "macro_sql": "{% macro create_or_replace_clone(this_relation, defer_relation) %}\n {{ return(adapter.dispatch('create_or_replace_clone', 'dbt')(this_relation, defer_relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__create_or_replace_clone"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1768514431.8363843, "supported_languages": null}, "macro.dbt.default__create_or_replace_clone": {"name": "default__create_or_replace_clone", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/clone/create_or_replace_clone.sql", "original_file_path": "macros/materializations/models/clone/create_or_replace_clone.sql", "unique_id": "macro.dbt.default__create_or_replace_clone", "macro_sql": "{% macro default__create_or_replace_clone(this_relation, defer_relation) %}\n create or replace table {{ this_relation.render() }} clone {{ defer_relation.render() }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1768514431.836714, "supported_languages": null}, "macro.dbt.materialization_clone_default": {"name": "materialization_clone_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/clone/clone.sql", "original_file_path": "macros/materializations/models/clone/clone.sql", "unique_id": "macro.dbt.materialization_clone_default", "macro_sql": "{%- materialization clone, default -%}\n\n {%- set relations = {'relations': []} -%}\n\n {%- if not defer_relation -%}\n -- nothing to do\n {{ log(\"No relation found in state manifest for \" ~ model.unique_id, info=True) }}\n {{ return(relations) }}\n {%- endif -%}\n\n {%- set existing_relation = load_cached_relation(this) -%}\n\n {%- if existing_relation and not flags.FULL_REFRESH -%}\n -- noop!\n {{ log(\"Relation \" ~ existing_relation ~ \" already exists\", info=True) }}\n {{ return(relations) }}\n {%- endif -%}\n\n {%- set other_existing_relation = load_cached_relation(defer_relation) -%}\n\n -- If this is a database that can do zero-copy cloning of tables, and the other relation is a table, then this will be a table\n -- Otherwise, this will be a view\n\n {% set can_clone_table = can_clone_table() %}\n\n {%- if other_existing_relation and other_existing_relation.type == 'table' and can_clone_table -%}\n\n {%- set target_relation = this.incorporate(type='table') -%}\n {% if existing_relation is not none and not existing_relation.is_table %}\n {{ log(\"Dropping relation \" ~ existing_relation.render() ~ \" because it is of type \" ~ existing_relation.type) }}\n {{ drop_relation_if_exists(existing_relation) }}\n {% endif %}\n\n -- as a general rule, data platforms that can clone tables can also do atomic 'create or replace'\n {% if target_relation.database == defer_relation.database and\n target_relation.schema == defer_relation.schema and\n target_relation.identifier == defer_relation.identifier %}\n {{ log(\"Target relation and defer relation are the same, skipping clone for relation: \" ~ target_relation.render()) }}\n {% else %}\n {% call statement('main') %}\n {{ create_or_replace_clone(target_relation, defer_relation) }}\n {% endcall %}\n {% endif %}\n {% set should_revoke = should_revoke(existing_relation, full_refresh_mode=True) %}\n {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n {% do persist_docs(target_relation, model) %}\n\n {{ return({'relations': [target_relation]}) }}\n\n {%- else -%}\n\n {%- set target_relation = this.incorporate(type='view') -%}\n\n -- reuse the view materialization\n -- TODO: support actual dispatch for materialization macros\n -- Tracking ticket: https://github.com/dbt-labs/dbt-core/issues/7799\n {% set search_name = \"materialization_view_\" ~ adapter.type() %}\n {% if not search_name in context %}\n {% set search_name = \"materialization_view_default\" %}\n {% endif %}\n {% set materialization_macro = context[search_name] %}\n {% set relations = materialization_macro() %}\n {{ return(relations) }}\n\n {%- endif -%}\n\n{%- endmaterialization -%}", "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.can_clone_table", "macro.dbt.drop_relation_if_exists", "macro.dbt.statement", "macro.dbt.create_or_replace_clone", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1768514431.8414743, "supported_languages": ["sql"]}, "macro.dbt.can_clone_table": {"name": "can_clone_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/clone/can_clone_table.sql", "original_file_path": "macros/materializations/models/clone/can_clone_table.sql", "unique_id": "macro.dbt.can_clone_table", "macro_sql": "{% macro can_clone_table() %}\n {{ return(adapter.dispatch('can_clone_table', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__can_clone_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1768514431.8419766, "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": 1768514431.842211, "supported_languages": null}, "macro.dbt.create_csv_table": {"name": "create_csv_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.create_csv_table", "macro_sql": "{% macro create_csv_table(model, agate_table) -%}\n {{ adapter.dispatch('create_csv_table', 'dbt')(model, agate_table) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__create_csv_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1768514431.8439574, "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": 1768514431.8457034, "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": 1768514431.8462474, "supported_languages": null}, "macro.dbt.default__reset_csv_table": {"name": "default__reset_csv_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.default__reset_csv_table", "macro_sql": "{% macro default__reset_csv_table(model, full_refresh, old_relation, agate_table) %}\n {% set sql = \"\" %}\n {% if full_refresh %}\n {{ adapter.drop_relation(old_relation) }}\n {% set sql = create_csv_table(model, agate_table) %}\n {% else %}\n {{ adapter.truncate_relation(old_relation) }}\n {% set sql = \"truncate table \" ~ old_relation.render() %}\n {% endif %}\n\n {{ return(sql) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.create_csv_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1768514431.847228, "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": 1768514431.847593, "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": 1768514431.8478727, "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": 1768514431.8481493, "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": 1768514431.8483787, "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": 1768514431.84869, "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": 1768514431.8489387, "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": 1768514431.8498557, "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": 1768514431.8503227, "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": 1768514431.8527021, "supported_languages": null}, "macro.dbt.materialization_seed_default": {"name": "materialization_seed_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/seed.sql", "original_file_path": "macros/materializations/seeds/seed.sql", "unique_id": "macro.dbt.materialization_seed_default", "macro_sql": "{% materialization seed, default %}\n\n {%- set identifier = model['alias'] -%}\n {%- set full_refresh_mode = (should_full_refresh()) -%}\n\n {%- set old_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) -%}\n\n {%- set exists_as_table = (old_relation is not none and old_relation.is_table) -%}\n {%- set exists_as_view = (old_relation is not none and old_relation.is_view) -%}\n\n {%- set grant_config = config.get('grants') -%}\n {%- set agate_table = load_agate_table() -%}\n -- grab current tables grants config for comparison later on\n\n {%- do store_result('agate_table', response='OK', agate_table=agate_table) -%}\n\n {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n -- `BEGIN` happens here:\n {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n -- build model\n {% set create_table_sql = \"\" %}\n {% if exists_as_view %}\n {{ exceptions.raise_compiler_error(\"Cannot seed to '{}', it is a view\".format(old_relation.render())) }}\n {% elif exists_as_table %}\n {% set create_table_sql = reset_csv_table(model, full_refresh_mode, old_relation, agate_table) %}\n {% else %}\n {% set create_table_sql = create_csv_table(model, agate_table) %}\n {% endif %}\n\n {% set code = 'CREATE' if full_refresh_mode else 'INSERT' %}\n {% set rows_affected = (agate_table.rows | length) %}\n {% set sql = load_csv_rows(model, agate_table) %}\n\n {% call noop_statement('main', code ~ ' ' ~ rows_affected, code, rows_affected) %}\n {{ get_csv_sql(create_table_sql, sql) }};\n {% endcall %}\n\n {% set target_relation = this.incorporate(type='table') %}\n\n {% set should_revoke = should_revoke(old_relation, full_refresh_mode) %}\n {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n {% do persist_docs(target_relation, model) %}\n\n {% if full_refresh_mode or not exists_as_table %}\n {% do create_indexes(target_relation) %}\n {% endif %}\n\n {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n -- `COMMIT` happens here\n {{ adapter.commit() }}\n\n {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n {{ return({'relations': [target_relation]}) }}\n\n{% endmaterialization %}", "depends_on": {"macros": ["macro.dbt.should_full_refresh", "macro.dbt.run_hooks", "macro.dbt.reset_csv_table", "macro.dbt.create_csv_table", "macro.dbt.load_csv_rows", "macro.dbt.noop_statement", "macro.dbt.get_csv_sql", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs", "macro.dbt.create_indexes"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1768514431.8575592, "supported_languages": ["sql"]}, "macro.dbt.materialization_snapshot_default": {"name": "materialization_snapshot_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/snapshot.sql", "original_file_path": "macros/materializations/snapshots/snapshot.sql", "unique_id": "macro.dbt.materialization_snapshot_default", "macro_sql": "{% materialization snapshot, default %}\n\n {%- set target_table = model.get('alias', model.get('name')) -%}\n\n {%- set strategy_name = config.get('strategy') -%}\n {%- set unique_key = config.get('unique_key') %}\n -- grab current tables grants config for comparision later on\n {%- set grant_config = config.get('grants') -%}\n\n {% set target_relation_exists, target_relation = get_or_create_relation(\n database=model.database,\n schema=model.schema,\n identifier=target_table,\n type='table') -%}\n\n {%- if not target_relation.is_table -%}\n {% do exceptions.relation_wrong_type(target_relation, 'table') %}\n {%- endif -%}\n\n\n {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n {% set strategy_macro = strategy_dispatch(strategy_name) %}\n {# The model['config'] parameter below is no longer used, but passing anyway for compatibility #}\n {# It was a dictionary of config, instead of the config object from the context #}\n {% set strategy = strategy_macro(model, \"snapshotted_data\", \"source_data\", model['config'], target_relation_exists) %}\n\n {% if not target_relation_exists %}\n\n {% set build_sql = build_snapshot_table(strategy, model['compiled_code']) %}\n {% set build_or_select_sql = build_sql %}\n {% set final_sql = create_table_as(False, target_relation, build_sql) %}\n\n {% else %}\n\n {% set columns = config.get(\"snapshot_table_column_names\") or get_snapshot_table_column_names() %}\n\n {{ adapter.assert_valid_snapshot_target_given_strategy(target_relation, columns, strategy) }}\n\n {% set build_or_select_sql = snapshot_staging_table(strategy, sql, target_relation) %}\n {% set staging_table = build_snapshot_staging_table(strategy, sql, target_relation) %}\n\n -- this may no-op if the database does not require column expansion\n {% do adapter.expand_target_column_types(from_relation=staging_table,\n to_relation=target_relation) %}\n\n {% set remove_columns = ['dbt_change_type', 'DBT_CHANGE_TYPE', 'dbt_unique_key', 'DBT_UNIQUE_KEY'] %}\n {% if unique_key | is_list %}\n {% for key in strategy.unique_key %}\n {{ remove_columns.append('dbt_unique_key_' + loop.index|string) }}\n {{ remove_columns.append('DBT_UNIQUE_KEY_' + loop.index|string) }}\n {% endfor %}\n {% endif %}\n\n {% set missing_columns = adapter.get_missing_columns(staging_table, target_relation)\n | rejectattr('name', 'in', remove_columns)\n | list %}\n\n {% do create_columns(target_relation, missing_columns) %}\n\n {% set source_columns = adapter.get_columns_in_relation(staging_table)\n | rejectattr('name', 'in', remove_columns)\n | list %}\n\n {% set quoted_source_columns = [] %}\n {% for column in source_columns %}\n {% do quoted_source_columns.append(adapter.quote(column.name)) %}\n {% endfor %}\n\n {% set final_sql = snapshot_merge_sql(\n target = target_relation,\n source = staging_table,\n insert_cols = quoted_source_columns\n )\n %}\n\n {% endif %}\n\n\n {{ check_time_data_types(build_or_select_sql) }}\n\n {% call statement('main') %}\n {{ final_sql }}\n {% endcall %}\n\n {% set should_revoke = should_revoke(target_relation_exists, full_refresh_mode=False) %}\n {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n {% do persist_docs(target_relation, model) %}\n\n {% if not target_relation_exists %}\n {% do create_indexes(target_relation) %}\n {% endif %}\n\n {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n {{ adapter.commit() }}\n\n {% if staging_table is defined %}\n {% do post_snapshot(staging_table) %}\n {% endif %}\n\n {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n {{ return({'relations': [target_relation]}) }}\n\n{% endmaterialization %}", "depends_on": {"macros": ["macro.dbt.get_or_create_relation", "macro.dbt.run_hooks", "macro.dbt.strategy_dispatch", "macro.dbt.build_snapshot_table", "macro.dbt.create_table_as", "macro.dbt.get_snapshot_table_column_names", "macro.dbt.snapshot_staging_table", "macro.dbt.build_snapshot_staging_table", "macro.dbt.create_columns", "macro.dbt.snapshot_merge_sql", "macro.dbt.check_time_data_types", "macro.dbt.statement", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs", "macro.dbt.create_indexes", "macro.dbt.post_snapshot"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1768514431.8657238, "supported_languages": ["sql"]}, "macro.dbt.create_columns": {"name": "create_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.create_columns", "macro_sql": "{% macro create_columns(relation, columns) %}\n {{ adapter.dispatch('create_columns', 'dbt')(relation, columns) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__create_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1768514431.8697617, "supported_languages": null}, "macro.dbt.default__create_columns": {"name": "default__create_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.default__create_columns", "macro_sql": "{% macro default__create_columns(relation, columns) %}\n {% for column in columns %}\n {% call statement() %}\n alter table {{ relation.render() }} add column {{ adapter.quote(column.name) }} {{ column.expanded_data_type }};\n {% endcall %}\n {% endfor %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1768514431.8704185, "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": 1768514431.8707466, "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": 1768514431.8709512, "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": 1768514431.871244, "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": 1768514431.8714793, "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": 1768514431.8719056, "supported_languages": null}, "macro.dbt.get_snapshot_table_column_names": {"name": "get_snapshot_table_column_names", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.get_snapshot_table_column_names", "macro_sql": "{% macro get_snapshot_table_column_names() %}\n {{ return({'dbt_valid_to': 'dbt_valid_to', 'dbt_valid_from': 'dbt_valid_from', 'dbt_scd_id': 'dbt_scd_id', 'dbt_updated_at': 'dbt_updated_at', 'dbt_is_deleted': 'dbt_is_deleted'}) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1768514431.872383, "supported_languages": null}, "macro.dbt.default__snapshot_staging_table": {"name": "default__snapshot_staging_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.default__snapshot_staging_table", "macro_sql": "{% macro default__snapshot_staging_table(strategy, source_sql, target_relation) -%}\n {% set columns = config.get('snapshot_table_column_names') or get_snapshot_table_column_names() %}\n {% if strategy.hard_deletes == 'new_record' %}\n {% set new_scd_id = snapshot_hash_arguments([columns.dbt_scd_id, snapshot_get_time()]) %}\n {% endif %}\n with snapshot_query as (\n\n {{ source_sql }}\n\n ),\n\n snapshotted_data as (\n\n select *, {{ unique_key_fields(strategy.unique_key) }}\n from {{ target_relation }}\n where\n {% if config.get('dbt_valid_to_current') %}\n\t\t{% set source_unique_key = columns.dbt_valid_to | trim %}\n\t\t{% set target_unique_key = config.get('dbt_valid_to_current') | trim %}\n\n\t\t{# The exact equals semantics between NULL values depends on the current behavior flag set. Also, update records if the source field is null #}\n ( {{ equals(source_unique_key, target_unique_key) }} or {{ source_unique_key }} is null )\n {% else %}\n {{ columns.dbt_valid_to }} is null\n {% endif %}\n\n ),\n\n insertions_source_data as (\n\n select *, {{ unique_key_fields(strategy.unique_key) }},\n {{ strategy.updated_at }} as {{ columns.dbt_updated_at }},\n {{ strategy.updated_at }} as {{ columns.dbt_valid_from }},\n {{ get_dbt_valid_to_current(strategy, columns) }},\n {{ strategy.scd_id }} as {{ columns.dbt_scd_id }}\n\n from snapshot_query\n ),\n\n updates_source_data as (\n\n select *, {{ unique_key_fields(strategy.unique_key) }},\n {{ strategy.updated_at }} as {{ columns.dbt_updated_at }},\n {{ strategy.updated_at }} as {{ columns.dbt_valid_from }},\n {{ strategy.updated_at }} as {{ columns.dbt_valid_to }}\n\n from snapshot_query\n ),\n\n {%- if strategy.hard_deletes == 'invalidate' or strategy.hard_deletes == 'new_record' %}\n\n deletes_source_data as (\n\n select *, {{ unique_key_fields(strategy.unique_key) }}\n from snapshot_query\n ),\n {% endif %}\n\n insertions as (\n\n select\n 'insert' as dbt_change_type,\n source_data.*\n {%- if strategy.hard_deletes == 'new_record' -%}\n ,'False' as {{ columns.dbt_is_deleted }}\n {%- endif %}\n\n from insertions_source_data as source_data\n left outer join snapshotted_data\n on {{ unique_key_join_on(strategy.unique_key, \"snapshotted_data\", \"source_data\") }}\n where {{ unique_key_is_null(strategy.unique_key, \"snapshotted_data\") }}\n or ({{ unique_key_is_not_null(strategy.unique_key, \"snapshotted_data\") }} and (\n {{ strategy.row_changed }} {%- if strategy.hard_deletes == 'new_record' -%} or snapshotted_data.{{ columns.dbt_is_deleted }} = 'True' {% endif %}\n )\n\n )\n\n ),\n\n updates as (\n\n select\n 'update' as dbt_change_type,\n source_data.*,\n snapshotted_data.{{ columns.dbt_scd_id }}\n {%- if strategy.hard_deletes == 'new_record' -%}\n , snapshotted_data.{{ columns.dbt_is_deleted }}\n {%- endif %}\n\n from updates_source_data as source_data\n join snapshotted_data\n on {{ unique_key_join_on(strategy.unique_key, \"snapshotted_data\", \"source_data\") }}\n where (\n {{ strategy.row_changed }} {%- if strategy.hard_deletes == 'new_record' -%} or snapshotted_data.{{ columns.dbt_is_deleted }} = 'True' {% endif %}\n )\n )\n\n {%- if strategy.hard_deletes == 'invalidate' or strategy.hard_deletes == 'new_record' %}\n ,\n deletes as (\n\n select\n 'delete' as dbt_change_type,\n source_data.*,\n {{ snapshot_get_time() }} as {{ columns.dbt_valid_from }},\n {{ snapshot_get_time() }} as {{ columns.dbt_updated_at }},\n {{ snapshot_get_time() }} as {{ columns.dbt_valid_to }},\n snapshotted_data.{{ columns.dbt_scd_id }}\n {%- if strategy.hard_deletes == 'new_record' -%}\n , snapshotted_data.{{ columns.dbt_is_deleted }}\n {%- endif %}\n from snapshotted_data\n left join deletes_source_data as source_data\n on {{ unique_key_join_on(strategy.unique_key, \"snapshotted_data\", \"source_data\") }}\n where {{ unique_key_is_null(strategy.unique_key, \"source_data\") }}\n\n {%- if strategy.hard_deletes == 'new_record' %}\n and not (\n --avoid updating the record's valid_to if the latest entry is marked as deleted\n snapshotted_data.{{ columns.dbt_is_deleted }} = 'True'\n and\n {% if config.get('dbt_valid_to_current') -%}\n snapshotted_data.{{ columns.dbt_valid_to }} = {{ config.get('dbt_valid_to_current') }}\n {%- else -%}\n snapshotted_data.{{ columns.dbt_valid_to }} is null\n {%- endif %}\n )\n {%- endif %}\n )\n {%- endif %}\n\n {%- if strategy.hard_deletes == 'new_record' %}\n {% set snapshotted_cols = get_list_of_column_names(get_columns_in_relation(target_relation)) %}\n {% set source_sql_cols = get_column_schema_from_query(source_sql) %}\n ,\n deletion_records as (\n\n select\n 'insert' as dbt_change_type,\n {#/*\n If a column has been added to the source it won't yet exist in the\n snapshotted table so we insert a null value as a placeholder for the column.\n */#}\n {%- for col in source_sql_cols -%}\n {%- if col.name in snapshotted_cols -%}\n snapshotted_data.{{ adapter.quote(col.column) }},\n {%- else -%}\n NULL as {{ adapter.quote(col.column) }},\n {%- endif -%}\n {% endfor -%}\n {%- if strategy.unique_key | is_list -%}\n {%- for key in strategy.unique_key -%}\n snapshotted_data.{{ key }} as dbt_unique_key_{{ loop.index }},\n {% endfor -%}\n {%- else -%}\n snapshotted_data.dbt_unique_key as dbt_unique_key,\n {% endif -%}\n {{ snapshot_get_time() }} as {{ columns.dbt_valid_from }},\n {{ snapshot_get_time() }} as {{ columns.dbt_updated_at }},\n snapshotted_data.{{ columns.dbt_valid_to }} as {{ columns.dbt_valid_to }},\n {{ new_scd_id }} as {{ columns.dbt_scd_id }},\n 'True' as {{ columns.dbt_is_deleted }}\n from snapshotted_data\n left join deletes_source_data as source_data\n on {{ unique_key_join_on(strategy.unique_key, \"snapshotted_data\", \"source_data\") }}\n where {{ unique_key_is_null(strategy.unique_key, \"source_data\") }}\n and not (\n --avoid inserting a new record if the latest one is marked as deleted\n snapshotted_data.{{ columns.dbt_is_deleted }} = 'True'\n and\n {% if config.get('dbt_valid_to_current') -%}\n snapshotted_data.{{ columns.dbt_valid_to }} = {{ config.get('dbt_valid_to_current') }}\n {%- else -%}\n snapshotted_data.{{ columns.dbt_valid_to }} is null\n {%- endif %}\n )\n\n )\n {%- endif %}\n\n select * from insertions\n union all\n select * from updates\n {%- if strategy.hard_deletes == 'invalidate' or strategy.hard_deletes == 'new_record' %}\n union all\n select * from deletes\n {%- endif %}\n {%- if strategy.hard_deletes == 'new_record' %}\n union all\n select * from deletion_records\n {%- endif %}\n\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.get_snapshot_table_column_names", "macro.dbt.snapshot_hash_arguments", "macro.dbt.snapshot_get_time", "macro.dbt.unique_key_fields", "macro.dbt.equals", "macro.dbt.get_dbt_valid_to_current", "macro.dbt.unique_key_join_on", "macro.dbt.unique_key_is_null", "macro.dbt.unique_key_is_not_null", "macro.dbt.get_list_of_column_names", "macro.dbt.get_columns_in_relation", "macro.dbt.get_column_schema_from_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1768514431.8810706, "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": 1768514431.8815022, "supported_languages": null}, "macro.dbt.default__build_snapshot_table": {"name": "default__build_snapshot_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.default__build_snapshot_table", "macro_sql": "{% macro default__build_snapshot_table(strategy, sql) %}\n {% set columns = config.get('snapshot_table_column_names') or get_snapshot_table_column_names() %}\n\n select *,\n {{ strategy.scd_id }} as {{ columns.dbt_scd_id }},\n {{ strategy.updated_at }} as {{ columns.dbt_updated_at }},\n {{ strategy.updated_at }} as {{ columns.dbt_valid_from }},\n {{ get_dbt_valid_to_current(strategy, columns) }}\n {%- if strategy.hard_deletes == 'new_record' -%}\n , 'False' as {{ columns.dbt_is_deleted }}\n {% endif -%}\n from (\n {{ sql }}\n ) sbq\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_snapshot_table_column_names", "macro.dbt.get_dbt_valid_to_current"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1768514431.8825002, "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": 1768514431.8833485, "supported_languages": null}, "macro.dbt.get_updated_at_column_data_type": {"name": "get_updated_at_column_data_type", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.get_updated_at_column_data_type", "macro_sql": "{% macro get_updated_at_column_data_type(snapshot_sql) %}\n {% set snapshot_sql_column_schema = get_column_schema_from_query(snapshot_sql) %}\n {% set dbt_updated_at_data_type = null %}\n {% set ns = namespace() -%} {#-- handle for-loop scoping with a namespace --#}\n {% set ns.dbt_updated_at_data_type = null -%}\n {% for column in snapshot_sql_column_schema %}\n {% if ((column.column == 'dbt_updated_at') or (column.column == 'DBT_UPDATED_AT')) %}\n {% set ns.dbt_updated_at_data_type = column.dtype %}\n {% endif %}\n {% endfor %}\n {{ return(ns.dbt_updated_at_data_type or none) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_column_schema_from_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1768514431.884519, "supported_languages": null}, "macro.dbt.check_time_data_types": {"name": "check_time_data_types", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.check_time_data_types", "macro_sql": "{% macro check_time_data_types(sql) %}\n {% set dbt_updated_at_data_type = get_updated_at_column_data_type(sql) %}\n {% set snapshot_get_time_data_type = get_snapshot_get_time_data_type() %}\n {% if snapshot_get_time_data_type is not none and dbt_updated_at_data_type is not none and snapshot_get_time_data_type != dbt_updated_at_data_type %}\n {% if exceptions.warn_snapshot_timestamp_data_types %}\n {{ exceptions.warn_snapshot_timestamp_data_types(snapshot_get_time_data_type, dbt_updated_at_data_type) }}\n {% endif %}\n {% endif %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_updated_at_column_data_type", "macro.dbt.get_snapshot_get_time_data_type"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1768514431.8853638, "supported_languages": null}, "macro.dbt.get_dbt_valid_to_current": {"name": "get_dbt_valid_to_current", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.get_dbt_valid_to_current", "macro_sql": "{% macro get_dbt_valid_to_current(strategy, columns) %}\n {% set dbt_valid_to_current = config.get('dbt_valid_to_current') or \"null\" %}\n coalesce(nullif({{ strategy.updated_at }}, {{ strategy.updated_at }}), {{dbt_valid_to_current}})\n as {{ columns.dbt_valid_to }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1768514431.8859208, "supported_languages": null}, "macro.dbt.unique_key_fields": {"name": "unique_key_fields", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.unique_key_fields", "macro_sql": "{% macro unique_key_fields(unique_key) %}\n {% if unique_key | is_list %}\n {% for key in unique_key %}\n {{ key }} as dbt_unique_key_{{ loop.index }}\n {%- if not loop.last %} , {%- endif %}\n {% endfor %}\n {% else %}\n {{ unique_key }} as dbt_unique_key\n {% endif %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1768514431.8866186, "supported_languages": null}, "macro.dbt.unique_key_join_on": {"name": "unique_key_join_on", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.unique_key_join_on", "macro_sql": "{% macro unique_key_join_on(unique_key, identifier, from_identifier) %}\n {% if unique_key | is_list %}\n {% for key in unique_key %}\n\t {% set source_unique_key = (identifier ~ \".dbt_unique_key_\" ~ loop.index) | trim %}\n\t {% set target_unique_key = (from_identifier ~ \".dbt_unique_key_\" ~ loop.index) | trim %}\n\t {{ equals(source_unique_key, target_unique_key) }}\n {%- if not loop.last %} and {%- endif %}\n {% endfor %}\n {% else %}\n {{ identifier }}.dbt_unique_key = {{ from_identifier }}.dbt_unique_key\n {% endif %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.equals"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1768514431.8878562, "supported_languages": null}, "macro.dbt.unique_key_is_null": {"name": "unique_key_is_null", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.unique_key_is_null", "macro_sql": "{% macro unique_key_is_null(unique_key, identifier) %}\n {% if unique_key | is_list %}\n {{ identifier }}.dbt_unique_key_1 is null\n {% else %}\n {{ identifier }}.dbt_unique_key is null\n {% endif %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1768514431.8884501, "supported_languages": null}, "macro.dbt.unique_key_is_not_null": {"name": "unique_key_is_not_null", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.unique_key_is_not_null", "macro_sql": "{% macro unique_key_is_not_null(unique_key, identifier) %}\n {% if unique_key | is_list %}\n {{ identifier }}.dbt_unique_key_1 is not null\n {% else %}\n {{ identifier }}.dbt_unique_key is not null\n {% endif %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1768514431.8889124, "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": 1768514431.8929634, "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": 1768514431.8933427, "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": 1768514431.8937936, "supported_languages": null}, "macro.dbt.snapshot_timestamp_strategy": {"name": "snapshot_timestamp_strategy", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.snapshot_timestamp_strategy", "macro_sql": "{% macro snapshot_timestamp_strategy(node, snapshotted_rel, current_rel, model_config, target_exists) %}\n {# The model_config parameter is no longer used, but is passed in anyway for compatibility. #}\n {% set primary_key = config.get('unique_key') %}\n {% set updated_at = config.get('updated_at') %}\n {% set hard_deletes = adapter.get_hard_deletes_behavior(config) %}\n {% set invalidate_hard_deletes = hard_deletes == 'invalidate' %}\n {% set columns = config.get(\"snapshot_table_column_names\") or get_snapshot_table_column_names() %}\n\n {#/*\n The snapshot relation might not have an {{ updated_at }} value if the\n snapshot strategy is changed from `check` to `timestamp`. We\n should use a dbt-created column for the comparison in the snapshot\n table instead of assuming that the user-supplied {{ updated_at }}\n will be present in the historical data.\n\n See https://github.com/dbt-labs/dbt-core/issues/2350\n */ #}\n {% set row_changed_expr -%}\n ({{ snapshotted_rel }}.{{ columns.dbt_valid_from }} < {{ current_rel }}.{{ updated_at }})\n {%- endset %}\n\n {% set scd_args = api.Relation.scd_args(primary_key, updated_at) %}\n {% set scd_id_expr = snapshot_hash_arguments(scd_args) %}\n\n {% do return({\n \"unique_key\": primary_key,\n \"updated_at\": updated_at,\n \"row_changed\": row_changed_expr,\n \"scd_id\": scd_id_expr,\n \"invalidate_hard_deletes\": invalidate_hard_deletes,\n \"hard_deletes\": hard_deletes\n }) %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_snapshot_table_column_names", "macro.dbt.snapshot_hash_arguments"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1768514431.895709, "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": 1768514431.8960607, "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": 1768514431.8963947, "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": 1768514431.8992803, "supported_languages": null}, "macro.dbt.snapshot_check_strategy": {"name": "snapshot_check_strategy", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.snapshot_check_strategy", "macro_sql": "{% macro snapshot_check_strategy(node, snapshotted_rel, current_rel, model_config, target_exists) %}\n {# The model_config parameter is no longer used, but is passed in anyway for compatibility. #}\n {% set check_cols_config = config.get('check_cols') %}\n {% set primary_key = config.get('unique_key') %}\n {% set hard_deletes = adapter.get_hard_deletes_behavior(config) %}\n {% set invalidate_hard_deletes = hard_deletes == 'invalidate' %}\n {% set updated_at = config.get('updated_at') or snapshot_get_time() %}\n\n {% set column_added = false %}\n\n {% set column_added, check_cols = snapshot_check_all_get_existing_columns(node, target_exists, check_cols_config) %}\n\n {%- set row_changed_expr -%}\n (\n {%- if column_added -%}\n {{ get_true_sql() }}\n {%- else -%}\n {%- for col in check_cols -%}\n {{ snapshotted_rel }}.{{ col }} != {{ current_rel }}.{{ col }}\n or\n (\n (({{ snapshotted_rel }}.{{ col }} is null) and not ({{ current_rel }}.{{ col }} is null))\n or\n ((not {{ snapshotted_rel }}.{{ col }} is null) and ({{ current_rel }}.{{ col }} is null))\n )\n {%- if not loop.last %} or {% endif -%}\n {%- endfor -%}\n {%- endif -%}\n )\n {%- endset %}\n\n {% set scd_args = api.Relation.scd_args(primary_key, updated_at) %}\n {% set scd_id_expr = snapshot_hash_arguments(scd_args) %}\n\n {% do return({\n \"unique_key\": primary_key,\n \"updated_at\": updated_at,\n \"row_changed\": row_changed_expr,\n \"scd_id\": scd_id_expr,\n \"invalidate_hard_deletes\": invalidate_hard_deletes,\n \"hard_deletes\": hard_deletes\n }) %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.snapshot_get_time", "macro.dbt.snapshot_check_all_get_existing_columns", "macro.dbt.get_true_sql", "macro.dbt.snapshot_hash_arguments"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1768514431.90212, "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": 1768514431.9029691, "supported_languages": null}, "macro.dbt.default__snapshot_merge_sql": {"name": "default__snapshot_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/snapshot_merge.sql", "original_file_path": "macros/materializations/snapshots/snapshot_merge.sql", "unique_id": "macro.dbt.default__snapshot_merge_sql", "macro_sql": "{% macro default__snapshot_merge_sql(target, source, insert_cols) -%}\n {%- set insert_cols_csv = insert_cols | join(', ') -%}\n\n {%- set columns = config.get(\"snapshot_table_column_names\") or get_snapshot_table_column_names() -%}\n\n merge into {{ target.render() }} as DBT_INTERNAL_DEST\n using {{ source }} as DBT_INTERNAL_SOURCE\n on DBT_INTERNAL_SOURCE.{{ columns.dbt_scd_id }} = DBT_INTERNAL_DEST.{{ columns.dbt_scd_id }}\n\n when matched\n {% if config.get(\"dbt_valid_to_current\") %}\n\t{% set source_unique_key = (\"DBT_INTERNAL_DEST.\" ~ columns.dbt_valid_to) | trim %}\n\t{% set target_unique_key = config.get('dbt_valid_to_current') | trim %}\n\tand ({{ equals(source_unique_key, target_unique_key) }} or {{ source_unique_key }} is null)\n\n {% else %}\n and DBT_INTERNAL_DEST.{{ columns.dbt_valid_to }} is null\n {% endif %}\n and DBT_INTERNAL_SOURCE.dbt_change_type in ('update', 'delete')\n then update\n set {{ columns.dbt_valid_to }} = DBT_INTERNAL_SOURCE.{{ columns.dbt_valid_to }}\n\n when not matched\n and DBT_INTERNAL_SOURCE.dbt_change_type = 'insert'\n then insert ({{ insert_cols_csv }})\n values ({{ insert_cols_csv }})\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_snapshot_table_column_names", "macro.dbt.equals"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1768514431.9045637, "supported_languages": null}, "macro.dbt.materialization_unit_default": {"name": "materialization_unit_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/tests/unit.sql", "original_file_path": "macros/materializations/tests/unit.sql", "unique_id": "macro.dbt.materialization_unit_default", "macro_sql": "{%- materialization unit, default -%}\n\n {% set relations = [] %}\n\n {% set expected_rows = config.get('expected_rows') %}\n {% set expected_sql = config.get('expected_sql') %}\n {% set tested_expected_column_names = expected_rows[0].keys() if (expected_rows | length ) > 0 else get_columns_in_query(sql) %}\n\n {%- set target_relation = this.incorporate(type='table') -%}\n {%- set temp_relation = make_temp_relation(target_relation)-%}\n {% do run_query(get_create_table_as_sql(True, temp_relation, get_empty_subquery_sql(sql))) %}\n {%- set columns_in_relation = adapter.get_columns_in_relation(temp_relation) -%}\n {%- set column_name_to_data_types = {} -%}\n {%- set column_name_to_quoted = {} -%}\n {%- for column in columns_in_relation -%}\n {%- do column_name_to_data_types.update({column.name|lower: column.data_type}) -%}\n {%- do column_name_to_quoted.update({column.name|lower: column.quoted}) -%}\n {%- endfor -%}\n\n {%- set expected_column_names_quoted = [] -%}\n {%- for column_name in tested_expected_column_names -%}\n {%- do expected_column_names_quoted.append(column_name_to_quoted[column_name|lower]) -%}\n {%- endfor -%}\n\n {% if not expected_sql %}\n {% set expected_sql = get_expected_sql(expected_rows, column_name_to_data_types, column_name_to_quoted) %}\n {% endif %}\n {% set unit_test_sql = get_unit_test_sql(sql, expected_sql, expected_column_names_quoted) %}\n\n {% call statement('main', fetch_result=True) -%}\n\n {{ unit_test_sql }}\n\n {%- endcall %}\n\n {% do adapter.drop_relation(temp_relation) %}\n\n {{ return({'relations': relations}) }}\n\n{%- endmaterialization -%}", "depends_on": {"macros": ["macro.dbt.get_columns_in_query", "macro.dbt.make_temp_relation", "macro.dbt.run_query", "macro.dbt.get_create_table_as_sql", "macro.dbt.get_empty_subquery_sql", "macro.dbt.get_expected_sql", "macro.dbt.get_unit_test_sql", "macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1768514431.9081836, "supported_languages": ["sql"]}, "macro.dbt.materialization_test_default": {"name": "materialization_test_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/tests/test.sql", "original_file_path": "macros/materializations/tests/test.sql", "unique_id": "macro.dbt.materialization_test_default", "macro_sql": "{%- materialization test, default -%}\n\n {% set relations = [] %}\n {% set limit = config.get('limit') %}\n\n {% set sql_with_limit %}\n {{ get_limit_subquery_sql(sql, limit) }}\n {% endset %}\n\n {% if should_store_failures() %}\n\n {% set identifier = model['alias'] %}\n {% set old_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) %}\n\n {% set store_failures_as = config.get('store_failures_as') %}\n -- if `--store-failures` is invoked via command line and `store_failures_as` is not set,\n -- config.get('store_failures_as', 'table') returns None, not 'table'\n {% if store_failures_as == none %}{% set store_failures_as = 'table' %}{% endif %}\n {% if store_failures_as not in ['table', 'view'] %}\n {{ exceptions.raise_compiler_error(\n \"'\" ~ store_failures_as ~ \"' is not a valid value for `store_failures_as`. \"\n \"Accepted values are: ['ephemeral', 'table', 'view']\"\n ) }}\n {% endif %}\n\n {% set target_relation = api.Relation.create(\n identifier=identifier, schema=schema, database=database, type=store_failures_as) -%} %}\n\n {% if old_relation %}\n {% do adapter.drop_relation(old_relation) %}\n {% endif %}\n\n {% call statement(auto_begin=True) %}\n {{ get_create_sql(target_relation, sql_with_limit) }}\n {% endcall %}\n\n {% do relations.append(target_relation) %}\n\n {# Since the test failures have already been saved to the database, reuse that result rather than querying again #}\n {% set main_sql %}\n select *\n from {{ target_relation }}\n {% endset %}\n\n {{ adapter.commit() }}\n\n {% else %}\n\n {% set main_sql = sql_with_limit %}\n\n {% endif %}\n\n {% set fail_calc = config.get('fail_calc') %}\n {% set warn_if = config.get('warn_if') %}\n {% set error_if = config.get('error_if') %}\n\n {% call statement('main', fetch_result=True) -%}\n\n {# The limit has already been included above, and we do not want to duplicate it again. We also want to be safe for macro overrides treating `limit` as a required parameter. #}\n {{ get_test_sql(main_sql, fail_calc, warn_if, error_if, limit=none)}}\n\n {%- endcall %}\n\n {{ return({'relations': relations}) }}\n\n{%- endmaterialization -%}", "depends_on": {"macros": ["macro.dbt.get_limit_subquery_sql", "macro.dbt.should_store_failures", "macro.dbt.statement", "macro.dbt.get_create_sql", "macro.dbt.get_test_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1768514431.9125834, "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": 1768514431.913618, "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": 1768514431.914231, "supported_languages": null}, "macro.dbt.get_unit_test_sql": {"name": "get_unit_test_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/tests/helpers.sql", "original_file_path": "macros/materializations/tests/helpers.sql", "unique_id": "macro.dbt.get_unit_test_sql", "macro_sql": "{% macro get_unit_test_sql(main_sql, expected_fixture_sql, expected_column_names) -%}\n {{ adapter.dispatch('get_unit_test_sql', 'dbt')(main_sql, expected_fixture_sql, expected_column_names) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_unit_test_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1768514431.9146297, "supported_languages": null}, "macro.dbt.default__get_unit_test_sql": {"name": "default__get_unit_test_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/tests/helpers.sql", "original_file_path": "macros/materializations/tests/helpers.sql", "unique_id": "macro.dbt.default__get_unit_test_sql", "macro_sql": "{% macro default__get_unit_test_sql(main_sql, expected_fixture_sql, expected_column_names) -%}\n-- Build actual result given inputs\nwith dbt_internal_unit_test_actual as (\n select\n {% for expected_column_name in expected_column_names %}{{expected_column_name}}{% if not loop.last -%},{% endif %}{%- endfor -%}, {{ dbt.string_literal(\"actual\") }} as {{ adapter.quote(\"actual_or_expected\") }}\n from (\n {{ main_sql }}\n ) _dbt_internal_unit_test_actual\n),\n-- Build expected result\ndbt_internal_unit_test_expected as (\n select\n {% for expected_column_name in expected_column_names %}{{expected_column_name}}{% if not loop.last -%}, {% endif %}{%- endfor -%}, {{ dbt.string_literal(\"expected\") }} as {{ adapter.quote(\"actual_or_expected\") }}\n from (\n {{ expected_fixture_sql }}\n ) _dbt_internal_unit_test_expected\n)\n-- Union actual and expected results\nselect * from dbt_internal_unit_test_actual\nunion all\nselect * from dbt_internal_unit_test_expected\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.string_literal"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1768514431.915812, "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": 1768514431.9164276, "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": 1768514431.9171822, "supported_languages": null}, "macro.dbt.materialization_function_default": {"name": "materialization_function_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/functions/function.sql", "original_file_path": "macros/materializations/functions/function.sql", "unique_id": "macro.dbt.materialization_function_default", "macro_sql": "{% materialization function, default, supported_languages=['sql', 'python'] %}\n {% set existing_relation = load_cached_relation(this) %}\n {% set target_relation = this.incorporate(type=this.Function) %}\n\n {{ run_hooks(pre_hooks) }}\n\n {% set function_config = this.get_function_config(model) %}\n {% set macro_name = this.get_function_macro_name(function_config) %}\n\n {# Doing this aliasing of adapter.dispatch is a hacky way to disable the static analysis of actually calling adapter.dispatch #}\n {# This is necessary because the static analysis breaks being able to dynamically pass a macro_name #}\n {% set _dispatch = adapter.dispatch %}\n\n {% set build_sql = _dispatch(macro_name, 'dbt')(target_relation) %}\n {{ function_execute_build_sql(build_sql, existing_relation, target_relation) }}\n {{ run_hooks(post_hooks) }}\n\n {{ return({'relations': [target_relation]}) }}\n\n{% endmaterialization %}", "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.run_hooks", "macro.dbt.function_execute_build_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1768514431.918971, "supported_languages": ["sql", "python"]}, "macro.dbt.function_execute_build_sql": {"name": "function_execute_build_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/functions/helpers.sql", "original_file_path": "macros/materializations/functions/helpers.sql", "unique_id": "macro.dbt.function_execute_build_sql", "macro_sql": "{% macro function_execute_build_sql(build_sql, existing_relation, target_relation) %}\n {{ return(adapter.dispatch('function_execute_build_sql', 'dbt')(build_sql, existing_relation, target_relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__function_execute_build_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1768514431.9196656, "supported_languages": null}, "macro.dbt.default__function_execute_build_sql": {"name": "default__function_execute_build_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/functions/helpers.sql", "original_file_path": "macros/materializations/functions/helpers.sql", "unique_id": "macro.dbt.default__function_execute_build_sql", "macro_sql": "{% macro default__function_execute_build_sql(build_sql, existing_relation, target_relation) %}\n\n {% set grant_config = config.get('grants') %}\n\n {% call statement(name=\"main\") %}\n {{ build_sql }}\n {% endcall %}\n\n {% set should_revoke = should_revoke(existing_relation, full_refresh_mode=True) %}\n {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n {% do persist_docs(target_relation, model) %}\n\n {{ adapter.commit() }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1768514431.9206924, "supported_languages": null}, "macro.dbt.scalar_function_sql": {"name": "scalar_function_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/functions/scalar.sql", "original_file_path": "macros/materializations/functions/scalar.sql", "unique_id": "macro.dbt.scalar_function_sql", "macro_sql": "{% macro scalar_function_sql(target_relation) %}\n {{ return(adapter.dispatch('scalar_function_sql', 'dbt')(target_relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__scalar_function_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1768514431.9219806, "supported_languages": null}, "macro.dbt.default__scalar_function_sql": {"name": "default__scalar_function_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/functions/scalar.sql", "original_file_path": "macros/materializations/functions/scalar.sql", "unique_id": "macro.dbt.default__scalar_function_sql", "macro_sql": "{% macro default__scalar_function_sql(target_relation) %}\n {{ scalar_function_create_replace_signature_sql(target_relation) }}\n {{ scalar_function_body_sql() }};\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.scalar_function_create_replace_signature_sql", "macro.dbt.scalar_function_body_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1768514431.9222934, "supported_languages": null}, "macro.dbt.scalar_function_create_replace_signature_sql": {"name": "scalar_function_create_replace_signature_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/functions/scalar.sql", "original_file_path": "macros/materializations/functions/scalar.sql", "unique_id": "macro.dbt.scalar_function_create_replace_signature_sql", "macro_sql": "{% macro scalar_function_create_replace_signature_sql(target_relation) %}\n {{ return(adapter.dispatch('scalar_function_create_replace_signature_sql', 'dbt')(target_relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__scalar_function_create_replace_signature_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1768514431.922654, "supported_languages": null}, "macro.dbt.default__scalar_function_create_replace_signature_sql": {"name": "default__scalar_function_create_replace_signature_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/functions/scalar.sql", "original_file_path": "macros/materializations/functions/scalar.sql", "unique_id": "macro.dbt.default__scalar_function_create_replace_signature_sql", "macro_sql": "{% macro default__scalar_function_create_replace_signature_sql(target_relation) %}\n CREATE OR REPLACE FUNCTION {{ target_relation.render() }} ({{ formatted_scalar_function_args_sql()}})\n RETURNS {{ model.returns.data_type }}\n {{ scalar_function_volatility_sql() }}\n AS\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.formatted_scalar_function_args_sql", "macro.dbt.scalar_function_volatility_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1768514431.9232278, "supported_languages": null}, "macro.dbt.formatted_scalar_function_args_sql": {"name": "formatted_scalar_function_args_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/functions/scalar.sql", "original_file_path": "macros/materializations/functions/scalar.sql", "unique_id": "macro.dbt.formatted_scalar_function_args_sql", "macro_sql": "{% macro formatted_scalar_function_args_sql() %}\n {{ return(adapter.dispatch('formatted_scalar_function_args_sql', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__formatted_scalar_function_args_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1768514431.923558, "supported_languages": null}, "macro.dbt.default__formatted_scalar_function_args_sql": {"name": "default__formatted_scalar_function_args_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/functions/scalar.sql", "original_file_path": "macros/materializations/functions/scalar.sql", "unique_id": "macro.dbt.default__formatted_scalar_function_args_sql", "macro_sql": "{% macro default__formatted_scalar_function_args_sql() %}\n {% set args = [] %}\n {% for arg in model.arguments -%}\n {%- do args.append(arg.name ~ ' ' ~ arg.data_type) -%}\n {%- endfor %}\n {{ args | join(', ') }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1768514431.924203, "supported_languages": null}, "macro.dbt.scalar_function_body_sql": {"name": "scalar_function_body_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/functions/scalar.sql", "original_file_path": "macros/materializations/functions/scalar.sql", "unique_id": "macro.dbt.scalar_function_body_sql", "macro_sql": "{% macro scalar_function_body_sql() %}\n {{ return(adapter.dispatch('scalar_function_body_sql', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__scalar_function_body_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1768514431.9245315, "supported_languages": null}, "macro.dbt.default__scalar_function_body_sql": {"name": "default__scalar_function_body_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/functions/scalar.sql", "original_file_path": "macros/materializations/functions/scalar.sql", "unique_id": "macro.dbt.default__scalar_function_body_sql", "macro_sql": "{% macro default__scalar_function_body_sql() %}\n $$\n {{ model.compiled_code }}\n $$ LANGUAGE SQL\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1768514431.92474, "supported_languages": null}, "macro.dbt.scalar_function_volatility_sql": {"name": "scalar_function_volatility_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/functions/scalar.sql", "original_file_path": "macros/materializations/functions/scalar.sql", "unique_id": "macro.dbt.scalar_function_volatility_sql", "macro_sql": "{% macro scalar_function_volatility_sql() %}\n {{ return(adapter.dispatch('scalar_function_volatility_sql', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__scalar_function_volatility_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1768514431.9250803, "supported_languages": null}, "macro.dbt.default__scalar_function_volatility_sql": {"name": "default__scalar_function_volatility_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/functions/scalar.sql", "original_file_path": "macros/materializations/functions/scalar.sql", "unique_id": "macro.dbt.default__scalar_function_volatility_sql", "macro_sql": "{% macro default__scalar_function_volatility_sql() %}\n {% set volatility = model.config.get('volatility') %}\n {% if volatility == 'deterministic' %}\n IMMUTABLE\n {% elif volatility == 'stable' %}\n STABLE\n {% elif volatility == 'non-deterministic' %}\n VOLATILE\n {% elif volatility != none %}\n {# This shouldn't happen unless a new volatility is invented #}\n {% do unsupported_volatility_warning(volatility) %}\n {% endif %}\n {# If no volatility is set, don't add anything and let the data warehouse default it #}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.unsupported_volatility_warning"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1768514431.9258761, "supported_languages": null}, "macro.dbt.unsupported_volatility_warning": {"name": "unsupported_volatility_warning", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/functions/scalar.sql", "original_file_path": "macros/materializations/functions/scalar.sql", "unique_id": "macro.dbt.unsupported_volatility_warning", "macro_sql": "{% macro unsupported_volatility_warning(volatility) %}\n {{ return(adapter.dispatch('unsupported_volatility_warning', 'dbt')(volatility)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__unsupported_volatility_warning"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1768514431.9262326, "supported_languages": null}, "macro.dbt.default__unsupported_volatility_warning": {"name": "default__unsupported_volatility_warning", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/functions/scalar.sql", "original_file_path": "macros/materializations/functions/scalar.sql", "unique_id": "macro.dbt.default__unsupported_volatility_warning", "macro_sql": "{% macro default__unsupported_volatility_warning(volatility) %}\n {% set msg = \"Found `\" ~ volatility ~ \"` volatility specified on function `\" ~ model.name ~ \"`. This volatility is not supported by \" ~ adapter.type() ~ \", and will be ignored\" %}\n {% do exceptions.warn(msg) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1768514431.9267337, "supported_languages": null}, "macro.dbt.get_aggregate_function_create_replace_signature": {"name": "get_aggregate_function_create_replace_signature", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/functions/aggregate.sql", "original_file_path": "macros/materializations/functions/aggregate.sql", "unique_id": "macro.dbt.get_aggregate_function_create_replace_signature", "macro_sql": "{% macro get_aggregate_function_create_replace_signature(target_relation) %}\n {{ return(adapter.dispatch('get_aggregate_function_create_replace_signature', 'dbt')(target_relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_aggregate_function_create_replace_signature"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1768514431.9278712, "supported_languages": null}, "macro.dbt.default__get_aggregate_function_create_replace_signature": {"name": "default__get_aggregate_function_create_replace_signature", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/functions/aggregate.sql", "original_file_path": "macros/materializations/functions/aggregate.sql", "unique_id": "macro.dbt.default__get_aggregate_function_create_replace_signature", "macro_sql": "{% macro default__get_aggregate_function_create_replace_signature(target_relation) %}\n CREATE OR REPLACE AGGREGATE FUNCTION {{ target_relation.render() }} ({{ get_formatted_aggregate_function_args()}})\n RETURNS {{ model.returns.data_type }}\n {{ get_function_language_specifier() }}\n {{ get_aggregate_function_volatility_specifier() }}\n {% if model.get('language') == 'python' %}\n {{ get_function_python_options() }}\n {% endif %}\n AS\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_formatted_aggregate_function_args", "macro.dbt.get_function_language_specifier", "macro.dbt.get_aggregate_function_volatility_specifier", "macro.dbt.get_function_python_options"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1768514431.9285755, "supported_languages": null}, "macro.dbt.get_formatted_aggregate_function_args": {"name": "get_formatted_aggregate_function_args", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/functions/aggregate.sql", "original_file_path": "macros/materializations/functions/aggregate.sql", "unique_id": "macro.dbt.get_formatted_aggregate_function_args", "macro_sql": "{% macro get_formatted_aggregate_function_args() %}\n {{ return(adapter.dispatch('get_formatted_aggregate_function_args', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_formatted_aggregate_function_args"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1768514431.9289176, "supported_languages": null}, "macro.dbt.default__get_formatted_aggregate_function_args": {"name": "default__get_formatted_aggregate_function_args", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/functions/aggregate.sql", "original_file_path": "macros/materializations/functions/aggregate.sql", "unique_id": "macro.dbt.default__get_formatted_aggregate_function_args", "macro_sql": "{% macro default__get_formatted_aggregate_function_args() %}\n {# conveniently we can reuse the sql scalar function args #}\n {{ formatted_scalar_function_args_sql() }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.formatted_scalar_function_args_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1768514431.9291475, "supported_languages": null}, "macro.dbt.get_function_language_specifier": {"name": "get_function_language_specifier", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/functions/aggregate.sql", "original_file_path": "macros/materializations/functions/aggregate.sql", "unique_id": "macro.dbt.get_function_language_specifier", "macro_sql": "{% macro get_function_language_specifier() %}\n {{ return(adapter.dispatch('get_function_language_specifier', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_function_language_specifier"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1768514431.9294636, "supported_languages": null}, "macro.dbt.default__get_function_language_specifier": {"name": "default__get_function_language_specifier", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/functions/aggregate.sql", "original_file_path": "macros/materializations/functions/aggregate.sql", "unique_id": "macro.dbt.default__get_function_language_specifier", "macro_sql": "{% macro default__get_function_language_specifier() %}\n {% set language = model.get('language') %}\n {% if language == 'sql' %}\n {# generally you dont need to specify the language for sql functions #}\n {% elif language == 'python' %}\n LANGUAGE PYTHON\n {% else %}\n {{ 'LANGUAGE ' ~ language.upper() }}\n {% endif %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1768514431.9301138, "supported_languages": null}, "macro.dbt.get_aggregate_function_volatility_specifier": {"name": "get_aggregate_function_volatility_specifier", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/functions/aggregate.sql", "original_file_path": "macros/materializations/functions/aggregate.sql", "unique_id": "macro.dbt.get_aggregate_function_volatility_specifier", "macro_sql": "{% macro get_aggregate_function_volatility_specifier() %}\n {{ return(adapter.dispatch('get_aggregate_function_volatility_specifier', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_aggregate_function_volatility_specifier"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1768514431.930438, "supported_languages": null}, "macro.dbt.default__get_aggregate_function_volatility_specifier": {"name": "default__get_aggregate_function_volatility_specifier", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/functions/aggregate.sql", "original_file_path": "macros/materializations/functions/aggregate.sql", "unique_id": "macro.dbt.default__get_aggregate_function_volatility_specifier", "macro_sql": "{% macro default__get_aggregate_function_volatility_specifier() %}\n {{ scalar_function_volatility_sql() }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.scalar_function_volatility_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1768514431.9306483, "supported_languages": null}, "macro.dbt.get_function_python_options": {"name": "get_function_python_options", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/functions/aggregate.sql", "original_file_path": "macros/materializations/functions/aggregate.sql", "unique_id": "macro.dbt.get_function_python_options", "macro_sql": "{% macro get_function_python_options() %}\n {{ return(adapter.dispatch('get_function_python_options', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_function_python_options"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1768514431.9309816, "supported_languages": null}, "macro.dbt.default__get_function_python_options": {"name": "default__get_function_python_options", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/functions/aggregate.sql", "original_file_path": "macros/materializations/functions/aggregate.sql", "unique_id": "macro.dbt.default__get_function_python_options", "macro_sql": "{% macro default__get_function_python_options() %}\n RUNTIME_VERSION = '{{ model.config.get('runtime_version') }}'\n HANDLER = '{{ model.config.get('entry_point') }}'\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1768514431.9313436, "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": 1768514431.9318185, "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": 1768514431.9320877, "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": 1768514431.9326391, "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": 1768514431.9327962, "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": 1768514431.9333937, "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": 1768514431.933911, "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": 1768514431.9342012, "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": 1768514431.934778, "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": 1768514431.9351218, "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": 1768514431.9355958, "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": 1768514431.9358063, "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": 1768514431.936301, "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": 1768514431.936609, "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": 1768514431.9371543, "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": 1768514431.9374175, "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": 1768514431.938332, "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": 1768514431.939478, "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": 1768514431.9399352, "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": 1768514431.9406183, "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": 1768514431.9411502, "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": 1768514431.9414127, "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": 1768514431.9422374, "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": 1768514431.9427063, "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": 1768514431.943239, "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": 1768514431.9435177, "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": 1768514431.9447722, "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": 1768514431.9450917, "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": 1768514431.9454072, "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": 1768514431.9457018, "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": 1768514431.9460335, "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": 1768514431.946328, "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": 1768514431.9466343, "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": 1768514431.9469922, "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": 1768514431.9473019, "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": 1768514431.9475892, "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": 1768514431.9479125, "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": 1768514431.9482143, "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": 1768514431.948533, "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": 1768514431.9488242, "supported_languages": null}, "macro.dbt.date": {"name": "date", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/date.sql", "original_file_path": "macros/utils/date.sql", "unique_id": "macro.dbt.date", "macro_sql": "{% macro date(year, month, day) %}\n {{ return(adapter.dispatch('date', 'dbt') (year, month, day)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__date"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1768514431.9494514, "supported_languages": null}, "macro.dbt.default__date": {"name": "default__date", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/date.sql", "original_file_path": "macros/utils/date.sql", "unique_id": "macro.dbt.default__date", "macro_sql": "{% macro default__date(year, month, day) -%}\n {%- set dt = modules.datetime.date(year, month, day) -%}\n {%- set iso_8601_formatted_date = dt.strftime('%Y-%m-%d') -%}\n to_date('{{ iso_8601_formatted_date }}', 'YYYY-MM-DD')\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1768514431.9501505, "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": 1768514431.9506826, "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": 1768514431.9509704, "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": 1768514431.9515612, "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": 1768514431.9518242, "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": 1768514431.9525113, "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": 1768514431.9528303, "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": 1768514431.9532788, "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": 1768514431.9537966, "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": 1768514431.954102, "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": 1768514431.9546788, "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": 1768514431.9550295, "supported_languages": null}, "macro.dbt.equals": {"name": "equals", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/equals.sql", "original_file_path": "macros/utils/equals.sql", "unique_id": "macro.dbt.equals", "macro_sql": "{% macro equals(expr1, expr2) %}\n {{ return(adapter.dispatch('equals', 'dbt') (expr1, expr2)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__equals"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1768514431.9556277, "supported_languages": null}, "macro.dbt.default__equals": {"name": "default__equals", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/equals.sql", "original_file_path": "macros/utils/equals.sql", "unique_id": "macro.dbt.default__equals", "macro_sql": "{% macro default__equals(expr1, expr2) -%}\n{%- if adapter.behavior.enable_truthy_nulls_equals_macro.no_warn %}\n case when (({{ expr1 }} = {{ expr2 }}) or ({{ expr1 }} is null and {{ expr2 }} is null))\n then 0\n else 1\n end = 0\n{%- else -%}\n ({{ expr1 }} = {{ expr2 }})\n{%- endif %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1768514431.9562123, "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": 1768514431.9566722, "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": 1768514431.9570003, "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": 1768514431.9575338, "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": 1768514431.9578092, "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": 1768514431.95841, "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": 1768514431.9588685, "supported_languages": null}, "macro.dbt.cast": {"name": "cast", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/cast.sql", "original_file_path": "macros/utils/cast.sql", "unique_id": "macro.dbt.cast", "macro_sql": "{% macro cast(field, type) %}\n {{ return(adapter.dispatch('cast', 'dbt') (field, type)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__cast"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1768514431.9593966, "supported_languages": null}, "macro.dbt.default__cast": {"name": "default__cast", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/cast.sql", "original_file_path": "macros/utils/cast.sql", "unique_id": "macro.dbt.default__cast", "macro_sql": "{% macro default__cast(field, type) %}\n cast({{field}} as {{type}})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1768514431.9596553, "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": 1768514431.9600933, "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": 1768514431.9602468, "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": 1768514431.9607017, "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": 1768514431.960924, "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": 1768514431.9617457, "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": 1768514431.9625368, "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": 1768514431.9630244, "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": 1768514431.963233, "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": 1768514431.9640462, "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": 1768514431.9648957, "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": 1768514431.96528, "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": 1768514431.966318, "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": 1768514431.9668121, "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": 1768514431.9670665, "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": 1768514431.9677794, "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": 1768514431.9688084, "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": 1768514431.9694145, "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": 1768514431.9699466, "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": 1768514431.970972, "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": 1768514431.9732902, "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": 1768514431.9741814, "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": 1768514431.9750288, "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": 1768514431.9754243, "supported_languages": null}, "macro.dbt.default__rename_relation": {"name": "default__rename_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/rename.sql", "original_file_path": "macros/relations/rename.sql", "unique_id": "macro.dbt.default__rename_relation", "macro_sql": "{% macro default__rename_relation(from_relation, to_relation) -%}\n {% set target_name = adapter.quote_as_configured(to_relation.identifier, 'identifier') %}\n {% call statement('rename_relation') -%}\n alter table {{ from_relation.render() }} rename to {{ target_name }}\n {%- endcall %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1768514431.9760194, "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": 1768514431.9766517, "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": 1768514431.9771526, "supported_languages": null}, "macro.dbt.drop_schema_named": {"name": "drop_schema_named", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/schema.sql", "original_file_path": "macros/relations/schema.sql", "unique_id": "macro.dbt.drop_schema_named", "macro_sql": "{% macro drop_schema_named(schema_name) %}\n {{ return(adapter.dispatch('drop_schema_named', 'dbt') (schema_name)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__drop_schema_named"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1768514431.9776478, "supported_languages": null}, "macro.dbt.default__drop_schema_named": {"name": "default__drop_schema_named", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/schema.sql", "original_file_path": "macros/relations/schema.sql", "unique_id": "macro.dbt.default__drop_schema_named", "macro_sql": "{% macro default__drop_schema_named(schema_name) %}\n {% set schema_relation = api.Relation.create(schema=schema_name) %}\n {{ adapter.drop_schema(schema_relation) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1768514431.9780855, "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": 1768514431.9789746, "supported_languages": null}, "macro.dbt.default__get_drop_sql": {"name": "default__get_drop_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/drop.sql", "original_file_path": "macros/relations/drop.sql", "unique_id": "macro.dbt.default__get_drop_sql", "macro_sql": "{%- macro default__get_drop_sql(relation) -%}\n\n {%- if relation.is_view -%}\n {{ drop_view(relation) }}\n\n {%- elif relation.is_table -%}\n {{ drop_table(relation) }}\n\n {%- elif relation.is_materialized_view -%}\n {{ drop_materialized_view(relation) }}\n\n {%- else -%}\n drop {{ relation.type }} if exists {{ relation.render() }} cascade\n\n {%- endif -%}\n\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.drop_view", "macro.dbt.drop_table", "macro.dbt.drop_materialized_view"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1768514431.9797468, "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": 1768514431.9801238, "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": 1768514431.9805174, "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": 1768514431.9810493, "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": 1768514431.9816248, "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": 1768514431.9820447, "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": 1768514431.982612, "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": 1768514431.9830294, "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": 1768514431.983528, "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": 1768514431.9838107, "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": 1768514431.9843218, "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": 1768514431.9846098, "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": 1768514431.9851282, "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": 1768514431.9854145, "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": 1768514431.9863973, "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": 1768514431.98676, "supported_languages": null}, "macro.dbt.get_materialized_view_configuration_changes": {"name": "get_materialized_view_configuration_changes", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/alter.sql", "original_file_path": "macros/relations/materialized_view/alter.sql", "unique_id": "macro.dbt.get_materialized_view_configuration_changes", "macro_sql": "{% macro get_materialized_view_configuration_changes(existing_relation, new_config) %}\n /* {#\n It's recommended that configuration changes be formatted as follows:\n {\"\": [{\"action\": \"\", \"context\": ...}]}\n\n For example:\n {\n \"indexes\": [\n {\"action\": \"drop\", \"context\": \"index_abc\"},\n {\"action\": \"create\", \"context\": {\"columns\": [\"column_1\", \"column_2\"], \"type\": \"hash\", \"unique\": True}},\n ],\n }\n\n Either way, `get_materialized_view_configuration_changes` needs to align with `get_alter_materialized_view_as_sql`.\n #} */\n {{- log('Determining configuration changes on: ' ~ existing_relation) -}}\n {%- do return(adapter.dispatch('get_materialized_view_configuration_changes', 'dbt')(existing_relation, new_config)) -%}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_materialized_view_configuration_changes"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1768514431.9873316, "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": 1768514431.98762, "supported_languages": null}, "macro.dbt.drop_materialized_view": {"name": "drop_materialized_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/drop.sql", "original_file_path": "macros/relations/materialized_view/drop.sql", "unique_id": "macro.dbt.drop_materialized_view", "macro_sql": "{% macro drop_materialized_view(relation) -%}\n {{- adapter.dispatch('drop_materialized_view', 'dbt')(relation) -}}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__drop_materialized_view"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1768514431.9880967, "supported_languages": null}, "macro.dbt.default__drop_materialized_view": {"name": "default__drop_materialized_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/drop.sql", "original_file_path": "macros/relations/materialized_view/drop.sql", "unique_id": "macro.dbt.default__drop_materialized_view", "macro_sql": "{% macro default__drop_materialized_view(relation) -%}\n drop materialized view if exists {{ relation.render() }} cascade\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1768514431.98834, "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": 1768514431.9889097, "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": 1768514431.989173, "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": 1768514431.9906347, "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": 1768514431.990893, "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": 1768514431.9919257, "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": 1768514431.9922485, "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": 1768514431.992512, "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": 1768514431.994994, "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": 1768514431.9957223, "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": 1768514431.996381, "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": 1768514431.9970775, "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": 1768514431.9973893, "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": 1768514431.997733, "supported_languages": null}, "macro.dbt.default__create_view_as": {"name": "default__create_view_as", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/create.sql", "original_file_path": "macros/relations/view/create.sql", "unique_id": "macro.dbt.default__create_view_as", "macro_sql": "{% macro default__create_view_as(relation, sql) -%}\n {%- set sql_header = config.get('sql_header', none) -%}\n\n {{ sql_header if sql_header is not none }}\n create view {{ relation.render() }}\n {% set contract_config = config.get('contract') %}\n {% if contract_config.enforced %}\n {{ get_assert_columns_equivalent(sql) }}\n {%- endif %}\n as (\n {{ sql }}\n );\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.get_assert_columns_equivalent"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1768514431.9985785, "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": 1768514431.9995244, "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": 1768514431.999808, "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": 1768514432.002368, "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": 1768514432.0027404, "supported_languages": null}, "macro.dbt.default__handle_existing_table": {"name": "default__handle_existing_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/replace.sql", "original_file_path": "macros/relations/view/replace.sql", "unique_id": "macro.dbt.default__handle_existing_table", "macro_sql": "{% macro default__handle_existing_table(full_refresh, old_relation) %}\n {{ log(\"Dropping relation \" ~ old_relation.render() ~ \" because it is of type \" ~ old_relation.type) }}\n {{ adapter.drop_relation(old_relation) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1768514432.003201, "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": 1768514432.0036922, "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": 1768514432.0039866, "supported_languages": null}, "macro.dbt.drop_view": {"name": "drop_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/drop.sql", "original_file_path": "macros/relations/view/drop.sql", "unique_id": "macro.dbt.drop_view", "macro_sql": "{% macro drop_view(relation) -%}\n {{- adapter.dispatch('drop_view', 'dbt')(relation) -}}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__drop_view"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1768514432.0044277, "supported_languages": null}, "macro.dbt.default__drop_view": {"name": "default__drop_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/drop.sql", "original_file_path": "macros/relations/view/drop.sql", "unique_id": "macro.dbt.default__drop_view", "macro_sql": "{% macro default__drop_view(relation) -%}\n drop view if exists {{ relation.render() }} cascade\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1768514432.0046613, "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": 1768514432.0057678, "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": 1768514432.0061338, "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": 1768514432.0069563, "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": 1768514432.0082533, "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": 1768514432.0091548, "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": 1768514432.0095108, "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": 1768514432.009875, "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": 1768514432.0103776, "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": 1768514432.010666, "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": 1768514432.0111744, "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": 1768514432.01146, "supported_languages": null}, "macro.dbt.drop_table": {"name": "drop_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/drop.sql", "original_file_path": "macros/relations/table/drop.sql", "unique_id": "macro.dbt.drop_table", "macro_sql": "{% macro drop_table(relation) -%}\n {{- adapter.dispatch('drop_table', 'dbt')(relation) -}}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__drop_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1768514432.0119338, "supported_languages": null}, "macro.dbt.default__drop_table": {"name": "default__drop_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/drop.sql", "original_file_path": "macros/relations/table/drop.sql", "unique_id": "macro.dbt.default__drop_table", "macro_sql": "{% macro default__drop_table(relation) -%}\n drop table if exists {{ relation.render() }} cascade\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1768514432.0121756, "supported_languages": null}, "macro.dbt.get_fixture_sql": {"name": "get_fixture_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/unit_test_sql/get_fixture_sql.sql", "original_file_path": "macros/unit_test_sql/get_fixture_sql.sql", "unique_id": "macro.dbt.get_fixture_sql", "macro_sql": "{% macro get_fixture_sql(rows, column_name_to_data_types) %}\n-- Fixture for {{ model.name }}\n{% set default_row = {} %}\n\n{%- if not column_name_to_data_types -%}\n{#-- Use defer_relation IFF it is available in the manifest and 'this' is missing from the database --#}\n{%- set this_or_defer_relation = defer_relation if (defer_relation and not load_relation(this)) else this -%}\n{%- set columns_in_relation = adapter.get_columns_in_relation(this_or_defer_relation) -%}\n\n{%- set column_name_to_data_types = {} -%}\n{%- set column_name_to_quoted = {} -%}\n{%- for column in columns_in_relation -%}\n\n{#-- This needs to be a case-insensitive comparison --#}\n{%- do column_name_to_data_types.update({column.name|lower: column.data_type}) -%}\n{%- do column_name_to_quoted.update({column.name|lower: column.quoted}) -%}\n{%- endfor -%}\n{%- endif -%}\n\n{%- if not column_name_to_data_types -%}\n {{ exceptions.raise_compiler_error(\"Not able to get columns for unit test '\" ~ model.name ~ \"' from relation \" ~ this ~ \" because the relation doesn't exist\") }}\n{%- endif -%}\n\n{%- for column_name, column_type in column_name_to_data_types.items() -%}\n {%- do default_row.update({column_name: (safe_cast(\"null\", column_type) | trim )}) -%}\n{%- endfor -%}\n\n{{ validate_fixture_rows(rows, row_number) }}\n\n{%- for row in rows -%}\n{%- set formatted_row = format_row(row, column_name_to_data_types) -%}\n{%- set default_row_copy = default_row.copy() -%}\n{%- do default_row_copy.update(formatted_row) -%}\nselect\n{%- for column_name, column_value in default_row_copy.items() %} {{ column_value }} as {{ column_name_to_quoted[column_name] }}{% if not loop.last -%}, {%- endif %}\n{%- endfor %}\n{%- if not loop.last %}\nunion all\n{% endif %}\n{%- endfor -%}\n\n{%- if (rows | length) == 0 -%}\n select\n {%- for column_name, column_value in default_row.items() %} {{ column_value }} as {{ column_name_to_quoted[column_name] }}{% if not loop.last -%},{%- endif %}\n {%- endfor %}\n limit 0\n{%- endif -%}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.load_relation", "macro.dbt.safe_cast", "macro.dbt.validate_fixture_rows", "macro.dbt.format_row"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1768514432.0172448, "supported_languages": null}, "macro.dbt.get_expected_sql": {"name": "get_expected_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/unit_test_sql/get_fixture_sql.sql", "original_file_path": "macros/unit_test_sql/get_fixture_sql.sql", "unique_id": "macro.dbt.get_expected_sql", "macro_sql": "{% macro get_expected_sql(rows, column_name_to_data_types, column_name_to_quoted) %}\n\n{%- if (rows | length) == 0 -%}\n select * from dbt_internal_unit_test_actual\n limit 0\n{%- else -%}\n{%- for row in rows -%}\n{%- set formatted_row = format_row(row, column_name_to_data_types) -%}\nselect\n{%- for column_name, column_value in formatted_row.items() %} {{ column_value }} as {{ column_name_to_quoted[column_name] }}{% if not loop.last -%}, {%- endif %}\n{%- endfor %}\n{%- if not loop.last %}\nunion all\n{% endif %}\n{%- endfor -%}\n{%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.format_row"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1768514432.0183718, "supported_languages": null}, "macro.dbt.format_row": {"name": "format_row", "resource_type": "macro", "package_name": "dbt", "path": "macros/unit_test_sql/get_fixture_sql.sql", "original_file_path": "macros/unit_test_sql/get_fixture_sql.sql", "unique_id": "macro.dbt.format_row", "macro_sql": "\n\n{%- macro format_row(row, column_name_to_data_types) -%}\n {#-- generate case-insensitive formatted row --#}\n {% set formatted_row = {} %}\n {%- for column_name, column_value in row.items() -%}\n {% set column_name = column_name|lower %}\n\n {%- if column_name not in column_name_to_data_types %}\n {#-- if user-provided row contains column name that relation does not contain, raise an error --#}\n {% set fixture_name = \"expected output\" if model.resource_type == 'unit_test' else (\"'\" ~ model.name ~ \"'\") %}\n {{ exceptions.raise_compiler_error(\n \"Invalid column name: '\" ~ column_name ~ \"' in unit test fixture for \" ~ fixture_name ~ \".\"\n \"\\nAccepted columns for \" ~ fixture_name ~ \" are: \" ~ (column_name_to_data_types.keys()|list)\n ) }}\n {%- endif -%}\n\n {%- set column_type = column_name_to_data_types[column_name] %}\n\n {#-- sanitize column_value: wrap yaml strings in quotes, apply cast --#}\n {%- set column_value_clean = column_value -%}\n {%- if column_value is string -%}\n {%- set column_value_clean = dbt.string_literal(dbt.escape_single_quotes(column_value)) -%}\n {%- elif column_value is none -%}\n {%- set column_value_clean = 'null' -%}\n {%- endif -%}\n\n {%- set row_update = {column_name: safe_cast(column_value_clean, column_type) } -%}\n {%- do formatted_row.update(row_update) -%}\n {%- endfor -%}\n {{ return(formatted_row) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.string_literal", "macro.dbt.escape_single_quotes", "macro.dbt.safe_cast"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1768514432.0205407, "supported_languages": null}, "macro.dbt.validate_fixture_rows": {"name": "validate_fixture_rows", "resource_type": "macro", "package_name": "dbt", "path": "macros/unit_test_sql/get_fixture_sql.sql", "original_file_path": "macros/unit_test_sql/get_fixture_sql.sql", "unique_id": "macro.dbt.validate_fixture_rows", "macro_sql": "{%- macro validate_fixture_rows(rows, row_number) -%}\n {{ return(adapter.dispatch('validate_fixture_rows', 'dbt')(rows, row_number)) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__validate_fixture_rows"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1768514432.020972, "supported_languages": null}, "macro.dbt.default__validate_fixture_rows": {"name": "default__validate_fixture_rows", "resource_type": "macro", "package_name": "dbt", "path": "macros/unit_test_sql/get_fixture_sql.sql", "original_file_path": "macros/unit_test_sql/get_fixture_sql.sql", "unique_id": "macro.dbt.default__validate_fixture_rows", "macro_sql": "{%- macro default__validate_fixture_rows(rows, row_number) -%}\n {# This is an abstract method for adapter overrides as needed #}\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1768514432.0211627, "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": 1768514432.0221589, "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": 1768514432.0227222, "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": 1768514432.0231798, "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": 1768514432.0237153, "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": 1768514432.02441, "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": 1768514432.0251417, "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": 1768514432.0257974, "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": 1768514432.0263226, "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": 1768514432.027145, "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": 1768514432.0276537, "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": 1768514432.0282233, "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": 1768514432.030643, "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": 1768514432.0319312, "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": 1768514432.0324972, "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": 1768514432.0338788, "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": 1768514432.0360842, "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": 1768514432.0374813, "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": 1768514432.0379245, "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": 1768514432.039191, "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": 1768514432.0395062, "supported_languages": null}, "macro.dbt.make_temp_relation": {"name": "make_temp_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.make_temp_relation", "macro_sql": "{% macro make_temp_relation(base_relation, suffix='__dbt_tmp') %}\n {#-- This ensures microbatch batches get unique temp relations to avoid clobbering --#}\n {% if suffix == '__dbt_tmp' and model.batch %}\n {% set suffix = suffix ~ '_' ~ model.batch.id %}\n {% endif %}\n\n {{ return(adapter.dispatch('make_temp_relation', 'dbt')(base_relation, suffix)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__make_temp_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1768514432.040229, "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": 1768514432.0407689, "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": 1768514432.0412369, "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": 1768514432.0418353, "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": 1768514432.0421968, "supported_languages": null}, "macro.dbt.default__truncate_relation": {"name": "default__truncate_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.default__truncate_relation", "macro_sql": "{% macro default__truncate_relation(relation) -%}\n {% call statement('truncate_relation') -%}\n truncate table {{ relation.render() }}\n {%- endcall %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1768514432.0425463, "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": 1768514432.0430272, "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": 1768514432.0440545, "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": 1768514432.0444741, "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": 1768514432.044745, "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": 1768514432.0462637, "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": 1768514432.0468822, "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": 1768514432.0472682, "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": 1768514432.0477533, "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": 1768514432.0481157, "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": 1768514432.0484278, "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": 1768514432.0487638, "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": 1768514432.0492394, "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": 1768514432.049618, "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": 1768514432.0501983, "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": 1768514432.050545, "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": 1768514432.0508611, "supported_languages": null}, "macro.dbt.get_catalog_for_single_relation": {"name": "get_catalog_for_single_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.get_catalog_for_single_relation", "macro_sql": "{% macro get_catalog_for_single_relation(relation) %}\n {{ return(adapter.dispatch('get_catalog_for_single_relation', 'dbt')(relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_catalog_for_single_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1768514432.0512054, "supported_languages": null}, "macro.dbt.default__get_catalog_for_single_relation": {"name": "default__get_catalog_for_single_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__get_catalog_for_single_relation", "macro_sql": "{% macro default__get_catalog_for_single_relation(relation) %}\n {{ exceptions.raise_not_implemented(\n 'get_catalog_for_single_relation macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1768514432.0515087, "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": 1768514432.051819, "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": 1768514432.0521543, "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": 1768514432.0525427, "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": 1768514432.0528908, "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": 1768514432.0537405, "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": 1768514432.054052, "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": 1768514432.054337, "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": 1768514432.0545497, "supported_languages": null}, "macro.dbt.get_snapshot_get_time_data_type": {"name": "get_snapshot_get_time_data_type", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.get_snapshot_get_time_data_type", "macro_sql": "{% macro get_snapshot_get_time_data_type() %}\n {% set snapshot_time = adapter.dispatch('snapshot_get_time', 'dbt')() %}\n {% set time_data_type_sql = 'select ' ~ snapshot_time ~ ' as dbt_snapshot_time' %}\n {% set snapshot_time_column_schema = get_column_schema_from_query(time_data_type_sql) %}\n {% set time_data_type = snapshot_time_column_schema[0].dtype %}\n {{ return(time_data_type or none) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.snapshot_get_time", "macro.dbt_postgres.postgres__snapshot_get_time", "macro.dbt.get_column_schema_from_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1768514432.0554738, "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": 1768514432.0557983, "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": 1768514432.0559692, "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": 1768514432.0562801, "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": 1768514432.056591, "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": 1768514432.0571897, "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": 1768514432.0575387, "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": 1768514432.0578623, "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": 1768514432.058215, "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": 1768514432.0590599, "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": 1768514432.0598266, "supported_languages": null}, "macro.dbt.collect_freshness_custom_sql": {"name": "collect_freshness_custom_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/freshness.sql", "original_file_path": "macros/adapters/freshness.sql", "unique_id": "macro.dbt.collect_freshness_custom_sql", "macro_sql": "{% macro collect_freshness_custom_sql(source, loaded_at_query) %}\n {{ return(adapter.dispatch('collect_freshness_custom_sql', 'dbt')(source, loaded_at_query))}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__collect_freshness_custom_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1768514432.0602357, "supported_languages": null}, "macro.dbt.default__collect_freshness_custom_sql": {"name": "default__collect_freshness_custom_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/freshness.sql", "original_file_path": "macros/adapters/freshness.sql", "unique_id": "macro.dbt.default__collect_freshness_custom_sql", "macro_sql": "{% macro default__collect_freshness_custom_sql(source, loaded_at_query) %}\n {% call statement('collect_freshness_custom_sql', fetch_result=True, auto_begin=False) -%}\n with source_query as (\n {{ loaded_at_query }}\n )\n select\n (select * from source_query) as max_loaded_at,\n {{ current_timestamp() }} as snapshotted_at\n {% endcall %}\n {{ return(load_result('collect_freshness_custom_sql')) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.current_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1768514432.0608344, "supported_languages": null}, "macro.dbt.get_show_sql": {"name": "get_show_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/show.sql", "original_file_path": "macros/adapters/show.sql", "unique_id": "macro.dbt.get_show_sql", "macro_sql": "{% macro get_show_sql(compiled_code, sql_header, limit) -%}\n {%- if sql_header is not none -%}\n {{ sql_header }}\n {%- endif %}\n {{ get_limit_subquery_sql(compiled_code, limit) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_limit_subquery_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1768514432.0615602, "supported_languages": null}, "macro.dbt.get_limit_subquery_sql": {"name": "get_limit_subquery_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/show.sql", "original_file_path": "macros/adapters/show.sql", "unique_id": "macro.dbt.get_limit_subquery_sql", "macro_sql": "\n{%- macro get_limit_subquery_sql(sql, limit) -%}\n {{ adapter.dispatch('get_limit_sql', 'dbt')(sql, limit) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__get_limit_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1768514432.0619338, "supported_languages": null}, "macro.dbt.default__get_limit_sql": {"name": "default__get_limit_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/show.sql", "original_file_path": "macros/adapters/show.sql", "unique_id": "macro.dbt.default__get_limit_sql", "macro_sql": "{% macro default__get_limit_sql(sql, limit) %}\n {{ sql }}\n {% if limit is not none %}\n limit {{ limit }}\n {%- endif -%}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1768514432.0623083, "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": 1768514432.062859, "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": 1768514432.0632966, "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": 1768514432.0641801, "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": 1768514432.064451, "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": 1768514432.064905, "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": 1768514432.0656626, "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": 1768514432.0660322, "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": 1768514432.0662992, "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": 1768514432.0665977, "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": 1768514432.0668578, "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": 1768514432.0688896, "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": 1768514432.069131, "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": 1768514432.0694504, "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": 1768514432.0696683, "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": 1768514432.0703242, "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": 1768514432.070672, "supported_languages": null}, "macro.dbt.default__get_show_grant_sql": {"name": "default__get_show_grant_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__get_show_grant_sql", "macro_sql": "{% macro default__get_show_grant_sql(relation) %}\n show grants on {{ relation.render() }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1768514432.070925, "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": 1768514432.0713525, "supported_languages": null}, "macro.dbt.default__get_grant_sql": {"name": "default__get_grant_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__get_grant_sql", "macro_sql": "\n\n{%- macro default__get_grant_sql(relation, privilege, grantees) -%}\n grant {{ privilege }} on {{ relation.render() }} to {{ grantees | join(', ') }}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1768514432.071748, "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": 1768514432.0721927, "supported_languages": null}, "macro.dbt.default__get_revoke_sql": {"name": "default__get_revoke_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__get_revoke_sql", "macro_sql": "\n\n{%- macro default__get_revoke_sql(relation, privilege, grantees) -%}\n revoke {{ privilege }} on {{ relation.render() }} from {{ grantees | join(', ') }}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1768514432.072587, "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": 1768514432.0730395, "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": 1768514432.0744286, "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": 1768514432.074783, "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": 1768514432.0752733, "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": 1768514432.0756989, "supported_languages": null}, "macro.dbt.default__apply_grants": {"name": "default__apply_grants", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__apply_grants", "macro_sql": "{% macro default__apply_grants(relation, grant_config, should_revoke=True) %}\n {#-- If grant_config is {} or None, this is a no-op --#}\n {% if grant_config %}\n {% if should_revoke %}\n {#-- We think previous grants may have carried over --#}\n {#-- Show current grants and calculate diffs --#}\n {% set current_grants_table = run_query(get_show_grant_sql(relation)) %}\n {% set current_grants_dict = adapter.standardize_grants_dict(current_grants_table) %}\n {% set needs_granting = diff_of_two_dicts(grant_config, current_grants_dict) %}\n {% set needs_revoking = diff_of_two_dicts(current_grants_dict, grant_config) %}\n {% if not (needs_granting or needs_revoking) %}\n {{ log('On ' ~ relation.render() ~': All grants are in place, no revocation or granting needed.')}}\n {% endif %}\n {% else %}\n {#-- We don't think there's any chance of previous grants having carried over. --#}\n {#-- Jump straight to granting what the user has configured. --#}\n {% set needs_revoking = {} %}\n {% set needs_granting = grant_config %}\n {% endif %}\n {% if needs_granting or needs_revoking %}\n {% set revoke_statement_list = get_dcl_statement_list(relation, needs_revoking, get_revoke_sql) %}\n {% set grant_statement_list = get_dcl_statement_list(relation, needs_granting, get_grant_sql) %}\n {% set dcl_statement_list = revoke_statement_list + grant_statement_list %}\n {% if dcl_statement_list %}\n {{ call_dcl_statements(dcl_statement_list) }}\n {% endif %}\n {% endif %}\n {% endif %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_query", "macro.dbt.get_show_grant_sql", "macro.dbt.get_dcl_statement_list", "macro.dbt.call_dcl_statements"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1768514432.0778546, "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": 1768514432.079973, "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": 1768514432.0802798, "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": 1768514432.0808694, "supported_languages": null}, "macro.dbt.get_list_of_column_names": {"name": "get_list_of_column_names", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.get_list_of_column_names", "macro_sql": "\n\n{%- macro get_list_of_column_names(columns) -%}\n {% set col_names = [] %}\n {% for col in columns %}\n {% do col_names.append(col.name) %}\n {% endfor %}\n {{ return(col_names) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1768514432.0814056, "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": 1768514432.081808, "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": 1768514432.0822165, "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": 1768514432.0825598, "supported_languages": null}, "macro.dbt.default__get_empty_schema_sql": {"name": "default__get_empty_schema_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.default__get_empty_schema_sql", "macro_sql": "{% macro default__get_empty_schema_sql(columns) %}\n {%- set col_err = [] -%}\n {%- set col_naked_numeric = [] -%}\n select\n {% for i in columns %}\n {%- set col = columns[i] -%}\n {%- if col['data_type'] is not defined -%}\n {%- do col_err.append(col['name']) -%}\n {#-- If this column's type is just 'numeric' then it is missing precision/scale, raise a warning --#}\n {%- elif col['data_type'].strip().lower() in ('numeric', 'decimal', 'number') -%}\n {%- do col_naked_numeric.append(col['name']) -%}\n {%- endif -%}\n {% set col_name = adapter.quote(col['name']) if col.get('quote') else col['name'] %}\n {{ cast('null', col['data_type']) }} as {{ col_name }}{{ \", \" if not loop.last }}\n {%- endfor -%}\n {%- if (col_err | length) > 0 -%}\n {{ exceptions.column_type_missing(column_names=col_err) }}\n {%- elif (col_naked_numeric | length) > 0 -%}\n {{ exceptions.warn(\"Detected columns with numeric type and unspecified precision/scale, this can lead to unintended rounding: \" ~ col_naked_numeric ~ \"`\") }}\n {%- endif -%}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.cast"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1768514432.0847874, "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": 1768514432.0854785, "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": 1768514432.0858266, "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": 1768514432.086493, "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": 1768514432.0869372, "supported_languages": null}, "macro.dbt.default__alter_column_type": {"name": "default__alter_column_type", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.default__alter_column_type", "macro_sql": "{% macro default__alter_column_type(relation, column_name, new_column_type) -%}\n {#\n 1. Create a new column (w/ temp name and correct type)\n 2. Copy data over to it\n 3. Drop the existing column (cascade!)\n 4. Rename the new column to existing column\n #}\n {%- set tmp_column = column_name + \"__dbt_alter\" -%}\n\n {% call statement('alter_column_type') %}\n alter table {{ relation.render() }} add column {{ adapter.quote(tmp_column) }} {{ new_column_type }};\n update {{ relation.render() }} set {{ adapter.quote(tmp_column) }} = {{ adapter.quote(column_name) }};\n alter table {{ relation.render() }} drop column {{ adapter.quote(column_name) }} cascade;\n alter table {{ relation.render() }} rename column {{ adapter.quote(tmp_column) }} to {{ adapter.quote(column_name) }}\n {% endcall %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1768514432.0883164, "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": 1768514432.0887923, "supported_languages": null}, "macro.dbt.default__alter_relation_add_remove_columns": {"name": "default__alter_relation_add_remove_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.default__alter_relation_add_remove_columns", "macro_sql": "{% macro default__alter_relation_add_remove_columns(relation, add_columns, remove_columns) %}\n\n {% if add_columns is none %}\n {% set add_columns = [] %}\n {% endif %}\n {% if remove_columns is none %}\n {% set remove_columns = [] %}\n {% endif %}\n\n {% set sql -%}\n\n alter {{ relation.type }} {{ relation.render() }}\n\n {% for column in add_columns %}\n add column {{ column.quoted }} {{ column.expanded_data_type }}{{ ',' if not loop.last }}\n {% endfor %}{{ ',' if add_columns and remove_columns }}\n\n {% for column in remove_columns %}\n drop column {{ column.quoted }}{{ ',' if not loop.last }}\n {% endfor %}\n\n {%- endset -%}\n\n {% do run_query(sql) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1768514432.0903022, "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": 1768514432.091128, "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": 1768514432.091451, "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": 1768514432.0918326, "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": 1768514432.092169, "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": 1768514432.092667, "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": 1768514432.0935621, "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": 1768514432.0943851, "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": 1768514432.09487, "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": 1768514432.0954504, "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": 1768514432.0960188, "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": 1768514432.0993721, "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": 1768514432.1007915, "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": 1768514432.1024425, "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": 1768514432.103802, "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": 1768514432.1051621, "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": 1768514432.1068127, "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": 1768514432.1071837, "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": 1768514432.1081104, "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": 1768514432.108337, "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": 1768514432.1150508, "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": 1768514432.1153321, "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": 1768514432.1154866, "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": 1768514432.119129, "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": 1768514432.121367, "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": 1768514432.1220179, "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": 1768514432.1225395, "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": 1768514432.1230736, "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": 1768514432.1236284, "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": 1768514432.1240346, "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": 1768514432.1244254, "supported_languages": null}, "macro.qualtrics.get_block_question_columns": {"name": "get_block_question_columns", "resource_type": "macro", "package_name": "qualtrics", "path": "macros/staging/get_block_question_columns.sql", "original_file_path": "macros/staging/get_block_question_columns.sql", "unique_id": "macro.qualtrics.get_block_question_columns", "macro_sql": "{% macro get_block_question_columns() %}\n\n{% set columns = [\n {\"name\": \"_fivetran_deleted\", \"datatype\": \"boolean\"},\n {\"name\": \"_fivetran_synced\", \"datatype\": dbt.type_timestamp()},\n {\"name\": \"block_id\", \"datatype\": dbt.type_string()},\n {\"name\": \"question_id\", \"datatype\": dbt.type_string()},\n {\"name\": \"survey_id\", \"datatype\": dbt.type_string()}\n] %}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_timestamp", "macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1768514432.1256669, "supported_languages": null}, "macro.qualtrics.qualtrics_union_data": {"name": "qualtrics_union_data", "resource_type": "macro", "package_name": "qualtrics", "path": "macros/staging/qualtrics_union_data.sql", "original_file_path": "macros/staging/qualtrics_union_data.sql", "unique_id": "macro.qualtrics.qualtrics_union_data", "macro_sql": "{%- macro qualtrics_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('qualtrics_union_data', 'qualtrics') (\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.qualtrics.default__qualtrics_union_data"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1768514432.1279109, "supported_languages": null}, "macro.qualtrics.default__qualtrics_union_data": {"name": "default__qualtrics_union_data", "resource_type": "macro", "package_name": "qualtrics", "path": "macros/staging/qualtrics_union_data.sql", "original_file_path": "macros/staging/qualtrics_union_data.sql", "unique_id": "macro.qualtrics.default__qualtrics_union_data", "macro_sql": "{%- macro default__qualtrics_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' if target.type != 'redshift' else '1' }}\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' if target.type != 'redshift' else '1' }}\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' if target.type != 'redshift' else '1' }}\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": 1768514432.1370494, "supported_languages": null}, "macro.qualtrics.get_distribution_contact_columns": {"name": "get_distribution_contact_columns", "resource_type": "macro", "package_name": "qualtrics", "path": "macros/staging/get_distribution_contact_columns.sql", "original_file_path": "macros/staging/get_distribution_contact_columns.sql", "unique_id": "macro.qualtrics.get_distribution_contact_columns", "macro_sql": "{% macro get_distribution_contact_columns() %}\n\n{% set columns = [\n {\"name\": \"_fivetran_synced\", \"datatype\": dbt.type_timestamp()},\n {\"name\": \"contact_frequency_rule_id\", \"datatype\": dbt.type_string()},\n {\"name\": \"contact_id\", \"datatype\": dbt.type_string()},\n {\"name\": \"contact_lookup_id\", \"datatype\": dbt.type_string()},\n {\"name\": \"distribution_id\", \"datatype\": dbt.type_string()},\n {\"name\": \"opened_at\", \"datatype\": dbt.type_timestamp()},\n {\"name\": \"response_completed_at\", \"datatype\": dbt.type_timestamp()},\n {\"name\": \"response_id\", \"datatype\": dbt.type_string()},\n {\"name\": \"response_started_at\", \"datatype\": dbt.type_timestamp()},\n {\"name\": \"sent_at\", \"datatype\": dbt.type_timestamp()},\n {\"name\": \"status\", \"datatype\": dbt.type_string()},\n {\"name\": \"survey_link\", \"datatype\": dbt.type_string()},\n {\"name\": \"survey_session_id\", \"datatype\": dbt.type_string()}\n] %}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_timestamp", "macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1768514432.1397347, "supported_languages": null}, "macro.qualtrics.get_directory_mailing_list_columns": {"name": "get_directory_mailing_list_columns", "resource_type": "macro", "package_name": "qualtrics", "path": "macros/staging/get_directory_mailing_list_columns.sql", "original_file_path": "macros/staging/get_directory_mailing_list_columns.sql", "unique_id": "macro.qualtrics.get_directory_mailing_list_columns", "macro_sql": "{% macro get_directory_mailing_list_columns() %}\n\n{% set columns = [\n {\"name\": \"_fivetran_deleted\", \"datatype\": \"boolean\"},\n {\"name\": \"_fivetran_synced\", \"datatype\": dbt.type_timestamp()},\n {\"name\": \"creation_date\", \"datatype\": dbt.type_timestamp()},\n {\"name\": \"directory_id\", \"datatype\": dbt.type_string()},\n {\"name\": \"id\", \"datatype\": dbt.type_string()},\n {\"name\": \"last_modified_date\", \"datatype\": dbt.type_timestamp()},\n {\"name\": \"name\", \"datatype\": dbt.type_string()},\n {\"name\": \"owner_id\", \"datatype\": dbt.type_string()}\n] %}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_timestamp", "macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1768514432.1415, "supported_languages": null}, "macro.qualtrics.get_directory_contact_columns": {"name": "get_directory_contact_columns", "resource_type": "macro", "package_name": "qualtrics", "path": "macros/staging/get_directory_contact_columns.sql", "original_file_path": "macros/staging/get_directory_contact_columns.sql", "unique_id": "macro.qualtrics.get_directory_contact_columns", "macro_sql": "{% macro get_directory_contact_columns() %}\n\n{% set columns = [\n {\"name\": \"_fivetran_synced\", \"datatype\": dbt.type_timestamp()},\n {\"name\": \"creation_date\", \"datatype\": dbt.type_timestamp()},\n {\"name\": \"directory_id\", \"datatype\": dbt.type_string()},\n {\"name\": \"directory_unsubscribe_date\", \"datatype\": dbt.type_timestamp()},\n {\"name\": \"directory_unsubscribed\", \"datatype\": \"boolean\"},\n {\"name\": \"email\", \"datatype\": dbt.type_string()},\n {\"name\": \"email_domain\", \"datatype\": dbt.type_string()},\n {\"name\": \"ext_ref\", \"datatype\": dbt.type_string()},\n {\"name\": \"first_name\", \"datatype\": dbt.type_string()},\n {\"name\": \"id\", \"datatype\": dbt.type_string()},\n {\"name\": \"language\", \"datatype\": dbt.type_string()},\n {\"name\": \"last_modified\", \"datatype\": dbt.type_timestamp()},\n {\"name\": \"last_name\", \"datatype\": dbt.type_string()},\n {\"name\": \"phone\", \"datatype\": dbt.type_string()}\n] %}\n\n{{ fivetran_utils.add_pass_through_columns(columns, var('qualtrics__directory_contact_pass_through_columns')) }}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_timestamp", "macro.dbt.type_string", "macro.fivetran_utils.add_pass_through_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1768514432.144453, "supported_languages": null}, "macro.qualtrics.get_core_contact_columns": {"name": "get_core_contact_columns", "resource_type": "macro", "package_name": "qualtrics", "path": "macros/staging/get_core_contact_columns.sql", "original_file_path": "macros/staging/get_core_contact_columns.sql", "unique_id": "macro.qualtrics.get_core_contact_columns", "macro_sql": "{% macro get_core_contact_columns() %}\n\n{% set columns = [\n {\"name\": \"_fivetran_synced\", \"datatype\": dbt.type_timestamp()},\n {\"name\": \"id\", \"datatype\": dbt.type_string()},\n {\"name\": \"mailing_list_id\", \"datatype\": dbt.type_string()},\n {\"name\": \"first_name\", \"datatype\": dbt.type_string()},\n {\"name\": \"last_name\", \"datatype\": dbt.type_string()},\n {\"name\": \"email\", \"datatype\": dbt.type_string()},\n {\"name\": \"external_data_reference\", \"datatype\": dbt.type_string()},\n {\"name\": \"language\", \"datatype\": dbt.type_string()},\n {\"name\": \"unsubscribed\", \"datatype\": \"boolean\"},\n {\"name\": \"_fivetran_deleted\", \"datatype\": \"boolean\"}\n] %}\n\n{{ fivetran_utils.add_pass_through_columns(columns, var('qualtrics__core_contact_pass_through_columns')) }}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_timestamp", "macro.dbt.type_string", "macro.fivetran_utils.add_pass_through_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1768514432.1466873, "supported_languages": null}, "macro.qualtrics.get_core_mailing_list_columns": {"name": "get_core_mailing_list_columns", "resource_type": "macro", "package_name": "qualtrics", "path": "macros/staging/get_core_mailing_list_columns.sql", "original_file_path": "macros/staging/get_core_mailing_list_columns.sql", "unique_id": "macro.qualtrics.get_core_mailing_list_columns", "macro_sql": "{% macro get_core_mailing_list_columns() %}\n\n{% set columns = [\n {\"name\": \"_fivetran_deleted\", \"datatype\": \"boolean\"},\n {\"name\": \"_fivetran_synced\", \"datatype\": dbt.type_timestamp()},\n {\"name\": \"id\", \"datatype\": dbt.type_string()},\n {\"name\": \"library_id\", \"datatype\": dbt.type_string()},\n {\"name\": \"name\", \"datatype\": dbt.type_string()},\n {\"name\": \"category\", \"datatype\": dbt.type_string()},\n {\"name\": \"folder\", \"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": 1768514432.1482875, "supported_languages": null}, "macro.qualtrics.get_survey_embedded_data_columns": {"name": "get_survey_embedded_data_columns", "resource_type": "macro", "package_name": "qualtrics", "path": "macros/staging/get_survey_embedded_data_columns.sql", "original_file_path": "macros/staging/get_survey_embedded_data_columns.sql", "unique_id": "macro.qualtrics.get_survey_embedded_data_columns", "macro_sql": "{% macro get_survey_embedded_data_columns() %}\n\n{% set columns = [\n {\"name\": \"_fivetran_synced\", \"datatype\": dbt.type_timestamp()},\n {\"name\": \"import_id\", \"datatype\": dbt.type_string()},\n {\"name\": \"key\", \"datatype\": dbt.type_string()},\n {\"name\": \"response_id\", \"datatype\": dbt.type_string()},\n {\"name\": \"value\", \"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": 1768514432.1495452, "supported_languages": null}, "macro.qualtrics.get_question_columns": {"name": "get_question_columns", "resource_type": "macro", "package_name": "qualtrics", "path": "macros/staging/get_question_columns.sql", "original_file_path": "macros/staging/get_question_columns.sql", "unique_id": "macro.qualtrics.get_question_columns", "macro_sql": "{% macro get_question_columns() %}\n\n{% set columns = [\n {\"name\": \"_fivetran_deleted\", \"datatype\": \"boolean\"},\n {\"name\": \"_fivetran_synced\", \"datatype\": dbt.type_timestamp()},\n {\"name\": \"data_export_tag\", \"datatype\": dbt.type_string()},\n {\"name\": \"data_visibility_hidden\", \"datatype\": \"boolean\"},\n {\"name\": \"data_visibility_private\", \"datatype\": \"boolean\"},\n {\"name\": \"id\", \"datatype\": dbt.type_string()},\n {\"name\": \"next_answer_id\", \"datatype\": dbt.type_int()},\n {\"name\": \"next_choice_id\", \"datatype\": dbt.type_int()},\n {\"name\": \"question_description\", \"datatype\": dbt.type_string()},\n {\"name\": \"question_description_option\", \"datatype\": dbt.type_string()},\n {\"name\": \"question_text\", \"datatype\": dbt.type_string()},\n {\"name\": \"question_text_unsafe\", \"datatype\": dbt.type_string()},\n {\"name\": \"question_type\", \"datatype\": dbt.type_string()},\n {\"name\": \"selector\", \"datatype\": dbt.type_string()},\n {\"name\": \"sub_selector\", \"datatype\": dbt.type_string()},\n {\"name\": \"survey_id\", \"datatype\": dbt.type_string()},\n {\"name\": \"validation_setting_force_response\", \"datatype\": dbt.type_string()},\n {\"name\": \"validation_setting_force_response_type\", \"datatype\": dbt.type_string()},\n {\"name\": \"validation_setting_type\", \"datatype\": dbt.type_string()}\n] %}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_timestamp", "macro.dbt.type_string", "macro.dbt.type_int"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1768514432.1530986, "supported_languages": null}, "macro.qualtrics.get_question_option_columns": {"name": "get_question_option_columns", "resource_type": "macro", "package_name": "qualtrics", "path": "macros/staging/get_question_option_columns.sql", "original_file_path": "macros/staging/get_question_option_columns.sql", "unique_id": "macro.qualtrics.get_question_option_columns", "macro_sql": "{% macro get_question_option_columns() %}\n\n{% set columns = [\n {\"name\": \"_fivetran_deleted\", \"datatype\": \"boolean\"},\n {\"name\": \"_fivetran_synced\", \"datatype\": dbt.type_timestamp()},\n {\"name\": \"key\", \"datatype\": dbt.type_string()},\n {\"name\": \"question_id\", \"datatype\": dbt.type_string()},\n {\"name\": \"recode_value\", \"datatype\": dbt.type_string()},\n {\"name\": \"survey_id\", \"datatype\": dbt.type_string()},\n {\"name\": \"text\", \"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": 1768514432.154929, "supported_languages": null}, "macro.qualtrics.get_block_columns": {"name": "get_block_columns", "resource_type": "macro", "package_name": "qualtrics", "path": "macros/staging/get_block_columns.sql", "original_file_path": "macros/staging/get_block_columns.sql", "unique_id": "macro.qualtrics.get_block_columns", "macro_sql": "{% macro get_block_columns() %}\n\n{% set columns = [\n {\"name\": \"_fivetran_deleted\", \"datatype\": \"boolean\"},\n {\"name\": \"_fivetran_synced\", \"datatype\": dbt.type_timestamp()},\n {\"name\": \"block_locking\", \"datatype\": dbt.type_string()},\n {\"name\": \"block_visibility\", \"datatype\": dbt.type_string()},\n {\"name\": \"description\", \"datatype\": dbt.type_string()},\n {\"name\": \"id\", \"datatype\": dbt.type_string()},\n {\"name\": \"randomize_questions\", \"datatype\": dbt.type_string()},\n {\"name\": \"survey_id\", \"datatype\": dbt.type_string()},\n {\"name\": \"type\", \"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": 1768514432.156859, "supported_languages": null}, "macro.qualtrics.get_question_response_columns": {"name": "get_question_response_columns", "resource_type": "macro", "package_name": "qualtrics", "path": "macros/staging/get_question_response_columns.sql", "original_file_path": "macros/staging/get_question_response_columns.sql", "unique_id": "macro.qualtrics.get_question_response_columns", "macro_sql": "{% macro get_question_response_columns() %}\n\n{% set columns = [\n {\"name\": \"_fivetran_id\", \"datatype\": dbt.type_string()},\n {\"name\": \"_fivetran_synced\", \"datatype\": dbt.type_timestamp()},\n {\"name\": \"loop_id\", \"datatype\": dbt.type_string()},\n {\"name\": \"question\", \"datatype\": dbt.type_string()},\n {\"name\": \"question_id\", \"datatype\": dbt.type_string()},\n {\"name\": \"question_option_key\", \"datatype\": dbt.type_string()},\n {\"name\": \"response_id\", \"datatype\": dbt.type_string()},\n {\"name\": \"sub_question_key\", \"datatype\": dbt.type_string()},\n {\"name\": \"sub_question_text\", \"datatype\": dbt.type_string()},\n {\"name\": \"text\", \"datatype\": dbt.type_string()},\n {\"name\": \"value\", \"datatype\": dbt.type_string()}\n] %}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_string", "macro.dbt.type_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1768514432.1591153, "supported_languages": null}, "macro.qualtrics.get_contact_mailing_list_membership_columns": {"name": "get_contact_mailing_list_membership_columns", "resource_type": "macro", "package_name": "qualtrics", "path": "macros/staging/get_contact_mailing_list_membership_columns.sql", "original_file_path": "macros/staging/get_contact_mailing_list_membership_columns.sql", "unique_id": "macro.qualtrics.get_contact_mailing_list_membership_columns", "macro_sql": "{% macro get_contact_mailing_list_membership_columns() %}\n\n{% set columns = [\n {\"name\": \"_fivetran_synced\", \"datatype\": dbt.type_timestamp()},\n {\"name\": \"contact_id\", \"datatype\": dbt.type_string()},\n {\"name\": \"contact_lookup_id\", \"datatype\": dbt.type_string()},\n {\"name\": \"directory_id\", \"datatype\": dbt.type_string()},\n {\"name\": \"mailing_list_id\", \"datatype\": dbt.type_string()},\n {\"name\": \"name\", \"datatype\": dbt.type_string()},\n {\"name\": \"owner_id\", \"datatype\": dbt.type_string()},\n {\"name\": \"unsubscribe_date\", \"datatype\": dbt.type_timestamp()},\n {\"name\": \"unsubscribed\", \"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": 1768514432.161024, "supported_languages": null}, "macro.qualtrics.get_user_columns": {"name": "get_user_columns", "resource_type": "macro", "package_name": "qualtrics", "path": "macros/staging/get_user_columns.sql", "original_file_path": "macros/staging/get_user_columns.sql", "unique_id": "macro.qualtrics.get_user_columns", "macro_sql": "{% macro get_user_columns() %}\n\n{% set columns = [\n {\"name\": \"_fivetran_deleted\", \"datatype\": \"boolean\"},\n {\"name\": \"_fivetran_synced\", \"datatype\": dbt.type_timestamp()},\n {\"name\": \"account_creation_date\", \"datatype\": dbt.type_timestamp()},\n {\"name\": \"account_expiration_date\", \"datatype\": dbt.type_timestamp()},\n {\"name\": \"account_status\", \"datatype\": dbt.type_string()},\n {\"name\": \"division_id\", \"datatype\": dbt.type_string()},\n {\"name\": \"email\", \"datatype\": dbt.type_string()},\n {\"name\": \"first_name\", \"datatype\": dbt.type_string()},\n {\"name\": \"id\", \"datatype\": dbt.type_string()},\n {\"name\": \"language\", \"datatype\": dbt.type_string()},\n {\"name\": \"last_login_date\", \"datatype\": dbt.type_timestamp()},\n {\"name\": \"last_name\", \"datatype\": dbt.type_string()},\n {\"name\": \"organization_id\", \"datatype\": dbt.type_string()},\n {\"name\": \"password_expiration_date\", \"datatype\": dbt.type_timestamp()},\n {\"name\": \"password_last_changed_date\", \"datatype\": dbt.type_timestamp()},\n {\"name\": \"response_count_auditable\", \"datatype\": dbt.type_int()},\n {\"name\": \"response_count_deleted\", \"datatype\": dbt.type_int()},\n {\"name\": \"response_count_generated\", \"datatype\": dbt.type_int()},\n {\"name\": \"time_zone\", \"datatype\": dbt.type_string()},\n {\"name\": \"unsubscribed\", \"datatype\": \"boolean\"},\n {\"name\": \"user_type\", \"datatype\": dbt.type_string()},\n {\"name\": \"username\", \"datatype\": dbt.type_string()}\n] %}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_timestamp", "macro.dbt.type_string", "macro.dbt.type_int"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1768514432.1655378, "supported_languages": null}, "macro.qualtrics.get_survey_columns": {"name": "get_survey_columns", "resource_type": "macro", "package_name": "qualtrics", "path": "macros/staging/get_survey_columns.sql", "original_file_path": "macros/staging/get_survey_columns.sql", "unique_id": "macro.qualtrics.get_survey_columns", "macro_sql": "{% macro get_survey_columns() %}\n\n{% set columns = [\n {\"name\": \"_fivetran_deleted\", \"datatype\": \"boolean\"},\n {\"name\": \"_fivetran_synced\", \"datatype\": dbt.type_timestamp()},\n {\"name\": \"auto_scoring_category\", \"datatype\": dbt.type_string()},\n {\"name\": \"brand_base_url\", \"datatype\": dbt.type_string()},\n {\"name\": \"brand_id\", \"datatype\": dbt.type_string()},\n {\"name\": \"bundle_short_name\", \"datatype\": dbt.type_string()},\n {\"name\": \"composition_type\", \"datatype\": dbt.type_string()},\n {\"name\": \"creator_id\", \"datatype\": dbt.type_string()},\n {\"name\": \"default_scoring_category\", \"datatype\": dbt.type_string()},\n {\"name\": \"division_id\", \"datatype\": dbt.type_string()},\n {\"name\": \"id\", \"datatype\": dbt.type_string()},\n {\"name\": \"last_accessed\", \"datatype\": dbt.type_timestamp()},\n {\"name\": \"last_activated\", \"datatype\": dbt.type_timestamp()},\n {\"name\": \"last_modified\", \"datatype\": dbt.type_timestamp()},\n {\"name\": \"owner_id\", \"datatype\": dbt.type_string()},\n {\"name\": \"project_category\", \"datatype\": dbt.type_string()},\n {\"name\": \"project_type\", \"datatype\": dbt.type_string()},\n {\"name\": \"registry_sha\", \"datatype\": dbt.type_string()},\n {\"name\": \"registry_version\", \"datatype\": dbt.type_string()},\n {\"name\": \"schema_version\", \"datatype\": dbt.type_string()},\n {\"name\": \"scoring_summary_after_questions\", \"datatype\": \"boolean\"},\n {\"name\": \"scoring_summary_after_survey\", \"datatype\": \"boolean\"},\n {\"name\": \"scoring_summary_category\", \"datatype\": dbt.type_string()},\n {\"name\": \"survey_name\", \"datatype\": dbt.type_string()},\n {\"name\": \"survey_status\", \"datatype\": dbt.type_string()}\n] %}\n\n{{ fivetran_utils.add_pass_through_columns(columns, var('qualtrics__survey_pass_through_columns')) }}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_timestamp", "macro.dbt.type_string", "macro.fivetran_utils.add_pass_through_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1768514432.1702504, "supported_languages": null}, "macro.qualtrics.get_distribution_columns": {"name": "get_distribution_columns", "resource_type": "macro", "package_name": "qualtrics", "path": "macros/staging/get_distribution_columns.sql", "original_file_path": "macros/staging/get_distribution_columns.sql", "unique_id": "macro.qualtrics.get_distribution_columns", "macro_sql": "{% macro get_distribution_columns() %}\n\n{% set columns = [\n {\"name\": \"_fivetran_deleted\", \"datatype\": \"boolean\"},\n {\"name\": \"_fivetran_synced\", \"datatype\": dbt.type_timestamp()},\n {\"name\": \"created_date\", \"datatype\": dbt.type_timestamp()},\n {\"name\": \"header_from_email\", \"datatype\": dbt.type_string()},\n {\"name\": \"header_from_name\", \"datatype\": dbt.type_string()},\n {\"name\": \"header_reply_to_email\", \"datatype\": dbt.type_string()},\n {\"name\": \"header_subject\", \"datatype\": dbt.type_string()},\n {\"name\": \"id\", \"datatype\": dbt.type_string()},\n {\"name\": \"message_library_id\", \"datatype\": dbt.type_string()},\n {\"name\": \"message_message_id\", \"datatype\": dbt.type_string()},\n {\"name\": \"message_message_text\", \"datatype\": dbt.type_string()},\n {\"name\": \"modified_date\", \"datatype\": dbt.type_timestamp()},\n {\"name\": \"organization_id\", \"datatype\": dbt.type_string()},\n {\"name\": \"owner_id\", \"datatype\": dbt.type_string()},\n {\"name\": \"parent_distribution_id\", \"datatype\": dbt.type_string()},\n {\"name\": \"recipient_contact_id\", \"datatype\": dbt.type_string()},\n {\"name\": \"recipient_library_id\", \"datatype\": dbt.type_string()},\n {\"name\": \"recipient_mailing_list_id\", \"datatype\": dbt.type_string()},\n {\"name\": \"recipient_sample_id\", \"datatype\": dbt.type_string()},\n {\"name\": \"request_status\", \"datatype\": dbt.type_string()},\n {\"name\": \"request_type\", \"datatype\": dbt.type_string()},\n {\"name\": \"send_date\", \"datatype\": dbt.type_timestamp()},\n {\"name\": \"survey_link_expiration_date\", \"datatype\": dbt.type_timestamp()},\n {\"name\": \"survey_link_link_type\", \"datatype\": dbt.type_string()},\n {\"name\": \"survey_link_survey_id\", \"datatype\": dbt.type_string()}\n] %}\n\n{{ fivetran_utils.add_pass_through_columns(columns, var('qualtrics__distribution_pass_through_columns')) }}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_timestamp", "macro.dbt.type_string", "macro.fivetran_utils.add_pass_through_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1768514432.174958, "supported_languages": null}, "macro.qualtrics.get_directory_columns": {"name": "get_directory_columns", "resource_type": "macro", "package_name": "qualtrics", "path": "macros/staging/get_directory_columns.sql", "original_file_path": "macros/staging/get_directory_columns.sql", "unique_id": "macro.qualtrics.get_directory_columns", "macro_sql": "{% macro get_directory_columns() %}\n\n{% set columns = [\n {\"name\": \"_fivetran_deleted\", \"datatype\": \"boolean\"},\n {\"name\": \"_fivetran_synced\", \"datatype\": dbt.type_timestamp()},\n {\"name\": \"deduplication_criteria_email\", \"datatype\": \"boolean\"},\n {\"name\": \"deduplication_criteria_external_data_reference\", \"datatype\": \"boolean\"},\n {\"name\": \"deduplication_criteria_first_name\", \"datatype\": \"boolean\"},\n {\"name\": \"deduplication_criteria_last_name\", \"datatype\": \"boolean\"},\n {\"name\": \"deduplication_criteria_phone\", \"datatype\": \"boolean\"},\n {\"name\": \"id\", \"datatype\": dbt.type_string()},\n {\"name\": \"is_default\", \"datatype\": \"boolean\"},\n {\"name\": \"name\", \"datatype\": dbt.type_string()}\n] %}\n\n{{ fivetran_utils.add_pass_through_columns(columns, var('qualtrics__directory_pass_through_columns')) }}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_timestamp", "macro.dbt.type_string", "macro.fivetran_utils.add_pass_through_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1768514432.1770654, "supported_languages": null}, "macro.qualtrics.get_sub_question_columns": {"name": "get_sub_question_columns", "resource_type": "macro", "package_name": "qualtrics", "path": "macros/staging/get_sub_question_columns.sql", "original_file_path": "macros/staging/get_sub_question_columns.sql", "unique_id": "macro.qualtrics.get_sub_question_columns", "macro_sql": "{% macro get_sub_question_columns() %}\n\n{% set columns = [\n {\"name\": \"_fivetran_deleted\", \"datatype\": \"boolean\"},\n {\"name\": \"_fivetran_synced\", \"datatype\": dbt.type_timestamp()},\n {\"name\": \"choice_data_export_tag\", \"datatype\": dbt.type_string()},\n {\"name\": \"key\", \"datatype\": dbt.type_string()},\n {\"name\": \"question_id\", \"datatype\": dbt.type_string()},\n {\"name\": \"survey_id\", \"datatype\": dbt.type_string()},\n {\"name\": \"text\", \"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": 1768514432.178622, "supported_languages": null}, "macro.qualtrics.get_survey_version_columns": {"name": "get_survey_version_columns", "resource_type": "macro", "package_name": "qualtrics", "path": "macros/staging/get_survey_version_columns.sql", "original_file_path": "macros/staging/get_survey_version_columns.sql", "unique_id": "macro.qualtrics.get_survey_version_columns", "macro_sql": "{% macro get_survey_version_columns() %}\n\n{% set columns = [\n {\"name\": \"_fivetran_deleted\", \"datatype\": \"boolean\"},\n {\"name\": \"_fivetran_synced\", \"datatype\": dbt.type_timestamp()},\n {\"name\": \"creation_date\", \"datatype\": dbt.type_timestamp()},\n {\"name\": \"description\", \"datatype\": dbt.type_string()},\n {\"name\": \"id\", \"datatype\": dbt.type_string()},\n {\"name\": \"published\", \"datatype\": \"boolean\"},\n {\"name\": \"survey_id\", \"datatype\": dbt.type_string()},\n {\"name\": \"user_id\", \"datatype\": dbt.type_string()},\n {\"name\": \"version_number\", \"datatype\": dbt.type_int()},\n {\"name\": \"was_published\", \"datatype\": \"boolean\"}\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": 1768514432.1806333, "supported_languages": null}, "macro.qualtrics.get_survey_response_columns": {"name": "get_survey_response_columns", "resource_type": "macro", "package_name": "qualtrics", "path": "macros/staging/get_survey_response_columns.sql", "original_file_path": "macros/staging/get_survey_response_columns.sql", "unique_id": "macro.qualtrics.get_survey_response_columns", "macro_sql": "{% macro get_survey_response_columns() %}\n\n{% set columns = [\n {\"name\": \"_fivetran_synced\", \"datatype\": dbt.type_timestamp()},\n {\"name\": \"distribution_channel\", \"datatype\": dbt.type_string()},\n {\"name\": \"duration_in_seconds\", \"datatype\": dbt.type_int()},\n {\"name\": \"end_date\", \"datatype\": dbt.type_timestamp()},\n {\"name\": \"finished\", \"datatype\": dbt.type_int()},\n {\"name\": \"id\", \"datatype\": dbt.type_string()},\n {\"name\": \"ip_address\", \"datatype\": dbt.type_string()},\n {\"name\": \"last_modified_date\", \"datatype\": dbt.type_timestamp()},\n {\"name\": \"location_latitude\", \"datatype\": dbt.type_float()},\n {\"name\": \"location_longitude\", \"datatype\": dbt.type_float()},\n {\"name\": \"progress\", \"datatype\": dbt.type_int()},\n {\"name\": \"recipient_email\", \"datatype\": dbt.type_string()},\n {\"name\": \"recipient_first_name\", \"datatype\": dbt.type_string()},\n {\"name\": \"recipient_last_name\", \"datatype\": dbt.type_string()},\n {\"name\": \"recorded_date\", \"datatype\": dbt.type_timestamp()},\n {\"name\": \"start_date\", \"datatype\": dbt.type_timestamp()},\n {\"name\": \"status\", \"datatype\": dbt.type_int()},\n {\"name\": \"survey_id\", \"datatype\": dbt.type_string()},\n {\"name\": \"user_language\", \"datatype\": dbt.type_string()}\n] %}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_timestamp", "macro.dbt.type_string", "macro.dbt.type_int", "macro.dbt.type_float"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1768514432.1842167, "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": 1768514432.1850147, "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": 1768514432.1857705, "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": 1768514432.1864707, "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": 1768514432.1872778, "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": 1768514432.1882956, "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": 1768514432.1899061, "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": 1768514432.190785, "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": 1768514432.1916869, "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": 1768514432.1925757, "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": 1768514432.1932685, "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": 1768514432.1941035, "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": 1768514432.1959324, "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": 1768514432.19673, "supported_languages": null}, "macro.dbt_utils.default__test_unique_combination_of_columns": {"name": "default__test_unique_combination_of_columns", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/unique_combination_of_columns.sql", "original_file_path": "macros/generic_tests/unique_combination_of_columns.sql", "unique_id": "macro.dbt_utils.default__test_unique_combination_of_columns", "macro_sql": "{% macro default__test_unique_combination_of_columns(model, combination_of_columns, quote_columns=false) %}\n\n{% if not quote_columns %}\n {%- set column_list=combination_of_columns %}\n{% elif quote_columns %}\n {%- set column_list=[] %}\n {% for column in combination_of_columns -%}\n {% do column_list.append( adapter.quote(column) ) %}\n {%- endfor %}\n{% else %}\n {{ exceptions.raise_compiler_error(\n \"`quote_columns` argument for unique_combination_of_columns test must be one of [True, False] Got: '\" ~ quote ~\"'.'\"\n ) }}\n{% endif %}\n\n{%- set columns_csv=column_list | join(', ') %}\n\n\nwith validation_errors as (\n\n select\n {{ columns_csv }}\n from {{ model }}\n group by {{ columns_csv }}\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1768514432.1979575, "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": 1768514432.1986513, "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": 1768514432.1992407, "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": 1768514432.2002378, "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": 1768514432.2019644, "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": 1768514432.2027087, "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": 1768514432.203583, "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": 1768514432.205146, "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": 1768514432.208147, "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": 1768514432.208892, "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": 1768514432.2095397, "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": 1768514432.2105818, "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": 1768514432.2125213, "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": 1768514432.2146342, "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": 1768514432.2220907, "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": 1768514432.223035, "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": 1768514432.224688, "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": 1768514432.2257717, "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": 1768514432.2278504, "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": 1768514432.2284925, "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": 1768514432.2297263, "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": 1768514432.2303133, "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": 1768514432.2309437, "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": 1768514432.2314956, "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": 1768514432.2323835, "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": 1768514432.2338724, "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": 1768514432.2355745, "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": 1768514432.2369134, "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": 1768514432.2398274, "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": 1768514432.2409298, "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": 1768514432.2413461, "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": 1768514432.2416732, "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": 1768514432.2420657, "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": 1768514432.242391, "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": 1768514432.2427137, "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": 1768514432.2430634, "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": 1768514432.243802, "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": 1768514432.2452142, "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": 1768514432.246044, "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": 1768514432.246928, "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": 1768514432.2473118, "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": 1768514432.248749, "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": 1768514432.2523942, "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": 1768514432.2530713, "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": 1768514432.25352, "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": 1768514432.2541735, "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": 1768514432.2553065, "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": 1768514432.255904, "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": 1768514432.256554, "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": 1768514432.257094, "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": 1768514432.2573617, "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": 1768514432.2582564, "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": 1768514432.2593925, "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": 1768514432.2598295, "supported_languages": null}, "macro.dbt_utils.default__date_spine": {"name": "default__date_spine", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/date_spine.sql", "original_file_path": "macros/sql/date_spine.sql", "unique_id": "macro.dbt_utils.default__date_spine", "macro_sql": "{% macro default__date_spine(datepart, start_date, end_date) %}\n\n\n{# call as follows:\n\ndate_spine(\n \"day\",\n \"to_date('01/01/2016', 'mm/dd/yyyy')\",\n \"dbt.dateadd(week, 1, current_date)\"\n) #}\n\n\nwith rawdata as (\n\n {{dbt_utils.generate_series(\n dbt_utils.get_intervals_between(start_date, end_date, datepart)\n )}}\n\n),\n\nall_periods as (\n\n select (\n {{\n dbt.dateadd(\n datepart,\n \"row_number() over (order by generated_number) - 1\",\n start_date\n )\n }}\n ) as date_{{datepart}}\n from rawdata\n\n),\n\nfiltered as (\n\n select *\n from all_periods\n where date_{{datepart}} <= {{ end_date }}\n\n)\n\nselect * from filtered\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.generate_series", "macro.dbt_utils.get_intervals_between", "macro.dbt.dateadd"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1768514432.2605186, "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": 1768514432.2614133, "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": 1768514432.2630534, "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": 1768514432.2645276, "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": 1768514432.265235, "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": 1768514432.2666419, "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": 1768514432.2679996, "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": 1768514432.2689967, "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": 1768514432.2696097, "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": 1768514432.2706633, "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": 1768514432.2715468, "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": 1768514432.2731354, "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": 1768514432.2751417, "supported_languages": null}, "macro.dbt_utils.default__union_relations": {"name": "default__union_relations", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/union.sql", "original_file_path": "macros/sql/union.sql", "unique_id": "macro.dbt_utils.default__union_relations", "macro_sql": "\n\n{%- macro default__union_relations(relations, column_override=none, include=[], exclude=[], source_column_name='_dbt_source_relation', where=none) -%}\n\n {%- if exclude and include -%}\n {{ exceptions.raise_compiler_error(\"Both an exclude and include list were provided to the `union` macro. Only one is allowed\") }}\n {%- endif -%}\n\n {#-- Prevent querying of db in parsing mode. This works because this macro does not create any new refs. -#}\n {%- if not execute %}\n {{ return('') }}\n {% endif -%}\n\n {%- set column_override = column_override if column_override is not none else {} -%}\n\n {%- set relation_columns = {} -%}\n {%- set column_superset = {} -%}\n {%- set all_excludes = [] -%}\n {%- set all_includes = [] -%}\n\n {%- if exclude -%}\n {%- for exc in exclude -%}\n {%- do all_excludes.append(exc | lower) -%}\n {%- endfor -%}\n {%- endif -%}\n\n {%- if include -%}\n {%- for inc in include -%}\n {%- do all_includes.append(inc | lower) -%}\n {%- endfor -%}\n {%- endif -%}\n\n {%- for relation in relations -%}\n\n {%- do relation_columns.update({relation: []}) -%}\n\n {%- do dbt_utils._is_relation(relation, 'union_relations') -%}\n {%- do dbt_utils._is_ephemeral(relation, 'union_relations') -%}\n {%- set cols = adapter.get_columns_in_relation(relation) -%}\n {%- for col in cols -%}\n\n {#- If an exclude list was provided and the column is in the list, do nothing -#}\n {%- if exclude and col.column | lower in all_excludes -%}\n\n {#- If an include list was provided and the column is not in the list, do nothing -#}\n {%- elif include and col.column | lower not in all_includes -%}\n\n {#- Otherwise add the column to the column superset -#}\n {%- else -%}\n\n {#- update the list of columns in this relation -#}\n {%- do relation_columns[relation].append(col.column) -%}\n\n {%- if col.column in column_superset -%}\n\n {%- set stored = column_superset[col.column] -%}\n {%- if col.is_string() and stored.is_string() and col.string_size() > stored.string_size() -%}\n\n {%- do column_superset.update({col.column: col}) -%}\n\n {%- endif %}\n\n {%- else -%}\n\n {%- do column_superset.update({col.column: col}) -%}\n\n {%- endif -%}\n\n {%- endif -%}\n\n {%- endfor -%}\n {%- endfor -%}\n\n {%- set ordered_column_names = column_superset.keys() -%}\n {%- set dbt_command = flags.WHICH -%}\n\n\n {% if dbt_command in ['run', 'build'] %}\n {% if (include | length > 0 or exclude | length > 0) and not column_superset.keys() %}\n {%- set relations_string -%}\n {%- for relation in relations -%}\n {{ relation.name }}\n {%- if not loop.last %}, {% endif -%}\n {%- endfor -%}\n {%- endset -%}\n\n {%- set error_message -%}\n There were no columns found to union for relations {{ relations_string }}\n {%- endset -%}\n\n {{ exceptions.raise_compiler_error(error_message) }}\n {%- endif -%}\n {%- endif -%}\n\n {%- for relation in relations %}\n\n (\n select\n\n {%- if source_column_name is not none %}\n cast({{ dbt.string_literal(relation.render()) }} as {{ dbt.type_string() }}) as {{ source_column_name }},\n {%- endif %}\n\n /* No columns from any of the relations.\n This star is only output during dbt compile, and exists to keep SQLFluff happy. */\n {% if dbt_command == 'compile' and ordered_column_names|length == 0 %}\n *\n {% endif %}\n\n {% for col_name in ordered_column_names -%}\n\n {%- set col = column_superset[col_name] %}\n {%- set col_type = column_override.get(col.column, col.data_type) %}\n {%- set col_name = adapter.quote(col_name) if col_name in relation_columns[relation] else 'null' %}\n cast({{ col_name }} as {{ col_type }}) as {{ col.quoted }} {% if not loop.last %},{% endif -%}\n\n {%- endfor %}\n\n from {{ relation }}\n\n {% if where -%}\n where {{ where }}\n {%- endif %}\n )\n\n {% if not loop.last -%}\n union all\n {% endif -%}\n\n {%- endfor -%}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt_utils._is_relation", "macro.dbt_utils._is_ephemeral", "macro.dbt.string_literal", "macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1768514432.2820735, "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": 1768514432.2829537, "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": 1768514432.2834885, "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": 1768514432.2845612, "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": 1768514432.286135, "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": 1768514432.2866964, "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": 1768514432.2873802, "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": 1768514432.2887406, "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": 1768514432.2914422, "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": 1768514432.2921538, "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": 1768514432.2933815, "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": 1768514432.2941523, "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": 1768514432.2955492, "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": 1768514432.2961988, "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": 1768514432.296471, "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": 1768514432.2967334, "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": 1768514432.2970212, "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": 1768514432.2975278, "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": 1768514432.298147, "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": 1768514432.2988772, "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": 1768514432.2994432, "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": 1768514432.300269, "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": 1768514432.3010612, "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": 1768514432.3014183, "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": 1768514432.3024125, "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": 1768514432.303065, "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": 1768514432.3041103, "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": 1768514432.3046021, "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": 1768514432.3049414, "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": 1768514432.306342, "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": 1768514432.307189, "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": 1768514432.3077025, "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": 1768514432.3080883, "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": 1768514432.3085597, "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": 1768514432.308909, "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": 1768514432.3103852, "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": 1768514432.3112218, "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": 1768514432.3131313, "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": 1768514432.3139272, "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": 1768514432.3142567, "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": 1768514432.3145735, "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": 1768514432.3149085, "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": 1768514432.315225, "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": 1768514432.3155632, "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": 1768514432.3166482, "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": 1768514432.3173885, "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": 1768514432.318298, "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": 1768514432.3188744, "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": 1768514432.3190956, "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": 1768514432.319304, "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": 1768514432.319515, "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": 1768514432.3205774, "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": 1768514432.3211865, "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": 1768514432.3217595, "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": 1768514432.322166, "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": 1768514432.3225825, "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": 1768514432.3229244, "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": 1768514432.3243163, "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": 1768514432.324652, "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": 1768514432.3250225, "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": 1768514432.3254128, "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": 1768514432.3287687, "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": 1768514432.3298953, "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": 1768514432.3314805, "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": 1768514432.3322978, "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": 1768514432.3328876, "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": 1768514432.3335516, "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": 1768514432.3342533, "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": 1768514432.334836, "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": 1768514432.3353984, "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": 1768514432.3358893, "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": 1768514432.3382528, "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": 1768514432.339385, "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": 1768514432.3450732, "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": 1768514432.3458054, "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": 1768514432.346435, "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": 1768514432.346737, "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": 1768514432.3472192, "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": 1768514432.347703, "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": 1768514432.347936, "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": 1768514432.348146, "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": 1768514432.3507957, "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": 1768514432.3517294, "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": 1768514432.3546526, "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": 1768514432.3554547, "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": 1768514432.3564138, "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": 1768514432.3567083, "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": 1768514432.357255, "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": 1768514432.3578088, "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": 1768514432.3580866, "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": 1768514432.3583424, "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": 1768514432.3585982, "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": 1768514432.3588803, "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": 1768514432.3595984, "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": 1768514432.359942, "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": 1768514432.3602147, "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": 1768514432.3604734, "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": 1768514432.3607452, "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": 1768514432.3621488, "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": 1768514432.3635793, "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": 1768514432.364925, "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": 1768514432.3669097, "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": 1768514432.367527, "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": 1768514432.3677506, "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": 1768514432.3680139, "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": 1768514432.3682473, "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": 1768514432.3684723, "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": 1768514432.3692365, "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": 1768514432.3696396, "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": 1768514432.370131, "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": 1768514432.3706067, "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": 1768514432.3708293, "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": 1768514432.3710556, "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": 1768514432.3732083, "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": 1768514432.3821685, "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": 1768514432.3830187, "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": 1768514432.384037, "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": 1768514432.3843849, "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": 1768514432.3859577, "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": 1768514432.3871253, "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": 1768514432.387869, "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": 1768514432.3885698, "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": 1768514432.389679, "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": 1768514432.3904917, "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": 1768514432.39082, "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": 1768514432.3911614, "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": 1768514432.391481, "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": 1768514432.3917675, "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": 1768514432.3921034, "supported_languages": null}}, "docs": {"doc.dbt.__overview__": {"name": "__overview__", "resource_type": "doc", "package_name": "dbt", "path": "overview.md", "original_file_path": "docs/overview.md", "unique_id": "doc.dbt.__overview__", "block_contents": "### Welcome!\n\nWelcome to the auto-generated documentation for your dbt project!\n\n### Navigation\n\nYou can use the `Project` and `Database` navigation tabs on the left side of the window to explore the models\nin your project.\n\n#### Project Tab\nThe `Project` tab mirrors the directory structure of your dbt project. In this tab, you can see all of the\nmodels defined in your dbt project, as well as models imported from dbt packages.\n\n#### Database Tab\nThe `Database` tab also exposes your models, but in a format that looks more like a database explorer. This view\nshows relations (tables and views) grouped into database schemas. Note that ephemeral models are _not_ shown\nin this interface, as they do not exist in the database.\n\n### Graph Exploration\nYou can click the blue icon on the bottom-right corner of the page to view the lineage graph of your models.\n\nOn model pages, you'll see the immediate parents and children of the model you're exploring. By clicking the `Expand`\nbutton at the top-right of this lineage pane, you'll be able to see all of the models that are used to build,\nor are built from, the model you're exploring.\n\nOnce expanded, you'll be able to use the `--select` and `--exclude` model selection syntax to filter the\nmodels in the graph. For more information on model selection, check out the [dbt docs](https://docs.getdbt.com/docs/model-selection-syntax).\n\nNote that you can also right-click on models to interactively filter and explore the graph.\n\n---\n\n### More information\n\n- [What is dbt](https://docs.getdbt.com/docs/introduction)?\n- Read the [dbt viewpoint](https://docs.getdbt.com/docs/viewpoint)\n- [Installation](https://docs.getdbt.com/docs/installation)\n- Join the [dbt Community](https://www.getdbt.com/community/) for questions and discussion"}, "doc.qualtrics.embedded_data": {"name": "embedded_data", "resource_type": "doc", "package_name": "qualtrics", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.qualtrics.embedded_data", "block_contents": "JSON of Any extra information you would like recorded in addition to the question responses (from the `survey_embedded_data` source table)."}, "doc.qualtrics.count_published_versions": {"name": "count_published_versions", "resource_type": "doc", "package_name": "qualtrics", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.qualtrics.count_published_versions", "block_contents": "Number of versions that have been published for this survey."}, "doc.qualtrics.count_questions": {"name": "count_questions", "resource_type": "doc", "package_name": "qualtrics", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.qualtrics.count_questions", "block_contents": "Total number of questions (does not include deleted ones) in the survey."}, "doc.qualtrics.avg_response_duration_in_seconds": {"name": "avg_response_duration_in_seconds", "resource_type": "doc", "package_name": "qualtrics", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.qualtrics.avg_response_duration_in_seconds", "block_contents": "On average, how long it took a respondent to finish a survey in seconds."}, "doc.qualtrics.avg_survey_progress_pct": {"name": "avg_survey_progress_pct", "resource_type": "doc", "package_name": "qualtrics", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.qualtrics.avg_survey_progress_pct", "block_contents": "On average, how far a respondent has progressed through a survey as a percentage out of 100."}, "doc.qualtrics.median_response_duration_in_seconds": {"name": "median_response_duration_in_seconds", "resource_type": "doc", "package_name": "qualtrics", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.qualtrics.median_response_duration_in_seconds", "block_contents": "The median of how long it took a respondent to finish a survey in seconds."}, "doc.qualtrics.median_survey_progress_pct": {"name": "median_survey_progress_pct", "resource_type": "doc", "package_name": "qualtrics", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.qualtrics.median_survey_progress_pct", "block_contents": "The median of how far a respondent has progressed through a survey as a percentage out of 100."}, "doc.qualtrics.count_survey_responses": {"name": "count_survey_responses", "resource_type": "doc", "package_name": "qualtrics", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.qualtrics.count_survey_responses", "block_contents": "Total number of survey responses."}, "doc.qualtrics.count_completed_survey_responses": {"name": "count_completed_survey_responses", "resource_type": "doc", "package_name": "qualtrics", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.qualtrics.count_completed_survey_responses", "block_contents": "Total number of _completed_ survey responses (ie `is_finished=true`)."}, "doc.qualtrics.count_survey_responses_30d": {"name": "count_survey_responses_30d", "resource_type": "doc", "package_name": "qualtrics", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.qualtrics.count_survey_responses_30d", "block_contents": "Number of survey responses recorded in the past 30 days."}, "doc.qualtrics.count_completed_survey_responses_30d": {"name": "count_completed_survey_responses_30d", "resource_type": "doc", "package_name": "qualtrics", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.qualtrics.count_completed_survey_responses_30d", "block_contents": "Number of _completed_ survey responses recorded in the past 30 days."}, "doc.qualtrics.count_anonymous_survey_responses": {"name": "count_anonymous_survey_responses", "resource_type": "doc", "package_name": "qualtrics", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.qualtrics.count_anonymous_survey_responses", "block_contents": "Number of recorded survey responses distributed anonymously."}, "doc.qualtrics.count_anonymous_completed_survey_responses": {"name": "count_anonymous_completed_survey_responses", "resource_type": "doc", "package_name": "qualtrics", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.qualtrics.count_anonymous_completed_survey_responses", "block_contents": "Number of _completed_ recorded survey responses distributed anonymously."}, "doc.qualtrics.count_social_media_survey_responses": {"name": "count_social_media_survey_responses", "resource_type": "doc", "package_name": "qualtrics", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.qualtrics.count_social_media_survey_responses", "block_contents": "Number of recorded survey responses distributed via [social media](https://www.qualtrics.com/support/survey-platform/distributions-module/social-media-distribution/)."}, "doc.qualtrics.count_social_media_completed_survey_responses": {"name": "count_social_media_completed_survey_responses", "resource_type": "doc", "package_name": "qualtrics", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.qualtrics.count_social_media_completed_survey_responses", "block_contents": "Number of _completed_ survey responses distributed via [social media](https://www.qualtrics.com/support/survey-platform/distributions-module/social-media-distribution/)."}, "doc.qualtrics.count_personal_link_survey_responses": {"name": "count_personal_link_survey_responses", "resource_type": "doc", "package_name": "qualtrics", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.qualtrics.count_personal_link_survey_responses", "block_contents": "Number of recorded survey responses distributed via [personal links](https://www.qualtrics.com/support/survey-platform/distributions-module/email-distribution/personal-links/)."}, "doc.qualtrics.count_personal_link_completed_survey_responses": {"name": "count_personal_link_completed_survey_responses", "resource_type": "doc", "package_name": "qualtrics", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.qualtrics.count_personal_link_completed_survey_responses", "block_contents": "Number of _completed_ survey responses distributed via [personal links](https://www.qualtrics.com/support/survey-platform/distributions-module/email-distribution/personal-links/)."}, "doc.qualtrics.count_qr_code_survey_responses": {"name": "count_qr_code_survey_responses", "resource_type": "doc", "package_name": "qualtrics", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.qualtrics.count_qr_code_survey_responses", "block_contents": "Number of recorded survey responses distributed via [QR codes](https://www.qualtrics.com/support/survey-platform/distributions-module/web-distribution/qr-code/)."}, "doc.qualtrics.count_qr_code_completed_survey_responses": {"name": "count_qr_code_completed_survey_responses", "resource_type": "doc", "package_name": "qualtrics", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.qualtrics.count_qr_code_completed_survey_responses", "block_contents": "Number of _completed_ survey responses distributed via [QR codes](https://www.qualtrics.com/support/survey-platform/distributions-module/web-distribution/qr-code/)."}, "doc.qualtrics.count_email_survey_responses": {"name": "count_email_survey_responses", "resource_type": "doc", "package_name": "qualtrics", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.qualtrics.count_email_survey_responses", "block_contents": "Number of recorded survey responses distributed via [email](https://www.qualtrics.com/support/survey-platform/distributions-module/email-distribution/emails-overview/)."}, "doc.qualtrics.count_email_completed_survey_responses": {"name": "count_email_completed_survey_responses", "resource_type": "doc", "package_name": "qualtrics", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.qualtrics.count_email_completed_survey_responses", "block_contents": "Number of _completed_ survey responses distributed via [email](https://www.qualtrics.com/support/survey-platform/distributions-module/email-distribution/emails-overview/)."}, "doc.qualtrics.count_sms_survey_responses": {"name": "count_sms_survey_responses", "resource_type": "doc", "package_name": "qualtrics", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.qualtrics.count_sms_survey_responses", "block_contents": "Number of recorded survey responses distributed via [SMS invite](https://www.qualtrics.com/support/survey-platform/distributions-module/mobile-distributions/sms-surveys/)."}, "doc.qualtrics.count_sms_completed_survey_responses": {"name": "count_sms_completed_survey_responses", "resource_type": "doc", "package_name": "qualtrics", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.qualtrics.count_sms_completed_survey_responses", "block_contents": "Number of _completed_ survey responses distributed via [SMS invite](https://www.qualtrics.com/support/survey-platform/distributions-module/mobile-distributions/sms-surveys/)."}, "doc.qualtrics.count_uncategorized_survey_responses": {"name": "count_uncategorized_survey_responses", "resource_type": "doc", "package_name": "qualtrics", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.qualtrics.count_uncategorized_survey_responses", "block_contents": "Number of recorded survey responses not distributed via the default channels."}, "doc.qualtrics.count_uncategorized_completed_survey_responses": {"name": "count_uncategorized_completed_survey_responses", "resource_type": "doc", "package_name": "qualtrics", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.qualtrics.count_uncategorized_completed_survey_responses", "block_contents": "Number of _completed_ survey responses not distributed via the default channels."}, "doc.qualtrics.publisher_email": {"name": "publisher_email", "resource_type": "doc", "package_name": "qualtrics", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.qualtrics.publisher_email", "block_contents": "Email of the `USER` who published the latest survey version."}, "doc.qualtrics.creator_email": {"name": "creator_email", "resource_type": "doc", "package_name": "qualtrics", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.qualtrics.creator_email", "block_contents": "Email of the `USER` who created the object."}, "doc.qualtrics.owner_email": {"name": "owner_email", "resource_type": "doc", "package_name": "qualtrics", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.qualtrics.owner_email", "block_contents": "Email of the `USER` who owns the object."}, "doc.qualtrics.is_xm_directory_contact": {"name": "is_xm_directory_contact", "resource_type": "doc", "package_name": "qualtrics", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.qualtrics.is_xm_directory_contact", "block_contents": "Boolean representing whether the contact came from the XM Directory API endpoint (ie stored in the `directory_contact` table)."}, "doc.qualtrics.is_research_core_contact": {"name": "is_research_core_contact", "resource_type": "doc", "package_name": "qualtrics", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.qualtrics.is_research_core_contact", "block_contents": "Boolean representing whether the contact came from the (to-be-deprecated) Research Core API endpoint (ie stored in the `core_contact` table)."}, "doc.qualtrics.mailing_list_ids": {"name": "mailing_list_ids", "resource_type": "doc", "package_name": "qualtrics", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.qualtrics.mailing_list_ids", "block_contents": "Comma-separated list of mailing list IDs the record is associated with."}, "doc.qualtrics.count_surveys_sent_email": {"name": "count_surveys_sent_email", "resource_type": "doc", "package_name": "qualtrics", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.qualtrics.count_surveys_sent_email", "block_contents": "Distinct surveys sent to the contact via email invite."}, "doc.qualtrics.count_surveys_sent_sms": {"name": "count_surveys_sent_sms", "resource_type": "doc", "package_name": "qualtrics", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.qualtrics.count_surveys_sent_sms", "block_contents": "Distinct surveys sent to the contact via SMS invite."}, "doc.qualtrics.count_surveys_opened_email": {"name": "count_surveys_opened_email", "resource_type": "doc", "package_name": "qualtrics", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.qualtrics.count_surveys_opened_email", "block_contents": "Distinct surveys opened by the contact via email invite."}, "doc.qualtrics.count_surveys_opened_sms": {"name": "count_surveys_opened_sms", "resource_type": "doc", "package_name": "qualtrics", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.qualtrics.count_surveys_opened_sms", "block_contents": "Distinct surveys opened by the contact via SMS invite."}, "doc.qualtrics.count_surveys_started_email": {"name": "count_surveys_started_email", "resource_type": "doc", "package_name": "qualtrics", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.qualtrics.count_surveys_started_email", "block_contents": "Distinct surveys started by the contact via email invite."}, "doc.qualtrics.count_surveys_started_sms": {"name": "count_surveys_started_sms", "resource_type": "doc", "package_name": "qualtrics", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.qualtrics.count_surveys_started_sms", "block_contents": "Distinct surveys started by the contact via SMS invite."}, "doc.qualtrics.count_surveys_completed_email": {"name": "count_surveys_completed_email", "resource_type": "doc", "package_name": "qualtrics", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.qualtrics.count_surveys_completed_email", "block_contents": "Distinct surveys completed by the contact via email invite."}, "doc.qualtrics.count_surveys_completed_sms": {"name": "count_surveys_completed_sms", "resource_type": "doc", "package_name": "qualtrics", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.qualtrics.count_surveys_completed_sms", "block_contents": "Distinct surveys completed by the contact via SMS invite."}, "doc.qualtrics.total_count_surveys": {"name": "total_count_surveys", "resource_type": "doc", "package_name": "qualtrics", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.qualtrics.total_count_surveys", "block_contents": "Total distinct surveys distributed."}, "doc.qualtrics.total_count_completed_surveys": {"name": "total_count_completed_surveys", "resource_type": "doc", "package_name": "qualtrics", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.qualtrics.total_count_completed_surveys", "block_contents": "Total distinct surveys completed."}, "doc.qualtrics.last_survey_response_recorded_at": {"name": "last_survey_response_recorded_at", "resource_type": "doc", "package_name": "qualtrics", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.qualtrics.last_survey_response_recorded_at", "block_contents": "The most recent point in time when a survey response was recorded."}, "doc.qualtrics.first_survey_response_recorded_at": {"name": "first_survey_response_recorded_at", "resource_type": "doc", "package_name": "qualtrics", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.qualtrics.first_survey_response_recorded_at", "block_contents": "The earliest point in time when a survey response was recorded."}, "doc.qualtrics.count_mailing_lists_subscribed_to": {"name": "count_mailing_lists_subscribed_to", "resource_type": "doc", "package_name": "qualtrics", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.qualtrics.count_mailing_lists_subscribed_to", "block_contents": "Count of distinct mailing lists the contact is a member of and has not opted out of."}, "doc.qualtrics.count_mailing_lists_unsubscribed_from": {"name": "count_mailing_lists_unsubscribed_from", "resource_type": "doc", "package_name": "qualtrics", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.qualtrics.count_mailing_lists_unsubscribed_from", "block_contents": "Count of distinct mailing lists that the contact has opted out of receiving emails through."}, "doc.qualtrics.count_distinct_emails": {"name": "count_distinct_emails", "resource_type": "doc", "package_name": "qualtrics", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.qualtrics.count_distinct_emails", "block_contents": "Count of distinct email addresses in the directory."}, "doc.qualtrics.count_distinct_phones": {"name": "count_distinct_phones", "resource_type": "doc", "package_name": "qualtrics", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.qualtrics.count_distinct_phones", "block_contents": "Count of distinct phone numbers (stripped of any non-numeric characters) in the directory."}, "doc.qualtrics.total_count_contacts": {"name": "total_count_contacts", "resource_type": "doc", "package_name": "qualtrics", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.qualtrics.total_count_contacts", "block_contents": "Total number of contacts."}, "doc.qualtrics.total_count_unsubscribed_contacts": {"name": "total_count_unsubscribed_contacts", "resource_type": "doc", "package_name": "qualtrics", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.qualtrics.total_count_unsubscribed_contacts", "block_contents": "Total number of contacts who have unsubscribed from the directory."}, "doc.qualtrics.count_contacts_created_30d": {"name": "count_contacts_created_30d", "resource_type": "doc", "package_name": "qualtrics", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.qualtrics.count_contacts_created_30d", "block_contents": "Number of contacts created in the last 30 days (inclusive) in this directory."}, "doc.qualtrics.count_contacts_unsubscribed_30d": {"name": "count_contacts_unsubscribed_30d", "resource_type": "doc", "package_name": "qualtrics", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.qualtrics.count_contacts_unsubscribed_30d", "block_contents": "Number of contacts who have opted out of receiving communications through this directory in the last 30 days (inclusive)."}, "doc.qualtrics.count_contacts_sent_survey_30d": {"name": "count_contacts_sent_survey_30d", "resource_type": "doc", "package_name": "qualtrics", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.qualtrics.count_contacts_sent_survey_30d", "block_contents": "Number of contacts in this directory who have been sent a survey in the past 30 days (inclusive)."}, "doc.qualtrics.count_contacts_opened_survey_30d": {"name": "count_contacts_opened_survey_30d", "resource_type": "doc", "package_name": "qualtrics", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.qualtrics.count_contacts_opened_survey_30d", "block_contents": "Number of contacts in this directory who have been sent a survey in the past 30 days (inclusive) and opened it."}, "doc.qualtrics.count_contacts_started_survey_30d": {"name": "count_contacts_started_survey_30d", "resource_type": "doc", "package_name": "qualtrics", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.qualtrics.count_contacts_started_survey_30d", "block_contents": "Number of contacts in this directory who have been sent a survey in the past 30 days (inclusive)and started it."}, "doc.qualtrics.count_contacts_completed_survey_30d": {"name": "count_contacts_completed_survey_30d", "resource_type": "doc", "package_name": "qualtrics", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.qualtrics.count_contacts_completed_survey_30d", "block_contents": "Number of contacts in this directory who have been sent a survey in the past 30 days (inclusive) and completed it."}, "doc.qualtrics.count_surveys_sent_30d": {"name": "count_surveys_sent_30d", "resource_type": "doc", "package_name": "qualtrics", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.qualtrics.count_surveys_sent_30d", "block_contents": "Number of _distinct_ surveys sent to contacts in the past 30 days (inclusive)."}, "doc.qualtrics.count_mailing_lists": {"name": "count_mailing_lists", "resource_type": "doc", "package_name": "qualtrics", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.qualtrics.count_mailing_lists", "block_contents": "Number of mailing lists the exist within the directory."}, "doc.qualtrics.parent_distribution_header_subject": {"name": "parent_distribution_header_subject", "resource_type": "doc", "package_name": "qualtrics", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.qualtrics.parent_distribution_header_subject", "block_contents": "Email subject; text or message id (MS_) of the parent distribution."}, "doc.qualtrics.recipient_mailing_list_name": {"name": "recipient_mailing_list_name", "resource_type": "doc", "package_name": "qualtrics", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.qualtrics.recipient_mailing_list_name", "block_contents": "Name of the mailing list associated with the distribution(s)."}, "doc.qualtrics.owner_first_name": {"name": "owner_first_name", "resource_type": "doc", "package_name": "qualtrics", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.qualtrics.owner_first_name", "block_contents": "First name of the `user` who owns the object."}, "doc.qualtrics.owner_last_name": {"name": "owner_last_name", "resource_type": "doc", "package_name": "qualtrics", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.qualtrics.owner_last_name", "block_contents": "Surname of the `user` who owns the object."}, "doc.qualtrics.count_contacts_sent_surveys": {"name": "count_contacts_sent_surveys", "resource_type": "doc", "package_name": "qualtrics", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.qualtrics.count_contacts_sent_surveys", "block_contents": "Count of unique contacts who have been sent surveys via the distribution."}, "doc.qualtrics.count_contacts_opened_surveys": {"name": "count_contacts_opened_surveys", "resource_type": "doc", "package_name": "qualtrics", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.qualtrics.count_contacts_opened_surveys", "block_contents": "Count of unique contacts who have opened surveys via the distribution."}, "doc.qualtrics.count_contacts_started_surveys": {"name": "count_contacts_started_surveys", "resource_type": "doc", "package_name": "qualtrics", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.qualtrics.count_contacts_started_surveys", "block_contents": "Count of unique contacts who have started surveys via the distribution."}, "doc.qualtrics.count_contacts_completed_surveys": {"name": "count_contacts_completed_surveys", "resource_type": "doc", "package_name": "qualtrics", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.qualtrics.count_contacts_completed_surveys", "block_contents": "Count of unique contacts who have completed surveys via the distribution."}, "doc.qualtrics.first_survey_sent_at": {"name": "first_survey_sent_at", "resource_type": "doc", "package_name": "qualtrics", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.qualtrics.first_survey_sent_at", "block_contents": "Timestamp of when the first survey was sent via this distribution."}, "doc.qualtrics.last_survey_sent_at": {"name": "last_survey_sent_at", "resource_type": "doc", "package_name": "qualtrics", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.qualtrics.last_survey_sent_at", "block_contents": "Timestamp of when a survey was most recently sent out via this distribution."}, "doc.qualtrics.first_survey_opened_at": {"name": "first_survey_opened_at", "resource_type": "doc", "package_name": "qualtrics", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.qualtrics.first_survey_opened_at", "block_contents": "Timestamp of when the first survey was opened via this distribution."}, "doc.qualtrics.last_survey_opened_at": {"name": "last_survey_opened_at", "resource_type": "doc", "package_name": "qualtrics", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.qualtrics.last_survey_opened_at", "block_contents": "Timestamp of when a survey was most recently opened via this distribution."}, "doc.qualtrics.first_response_completed_at": {"name": "first_response_completed_at", "resource_type": "doc", "package_name": "qualtrics", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.qualtrics.first_response_completed_at", "block_contents": "Timestamp of when the first survey was completed via this distribution."}, "doc.qualtrics.last_response_completed_at": {"name": "last_response_completed_at", "resource_type": "doc", "package_name": "qualtrics", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.qualtrics.last_response_completed_at", "block_contents": "Timestamp of when a survey was most recently completed via this distribution."}, "doc.qualtrics.avg_time_to_open_in_seconds": {"name": "avg_time_to_open_in_seconds", "resource_type": "doc", "package_name": "qualtrics", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.qualtrics.avg_time_to_open_in_seconds", "block_contents": "Average time difference between when a survey was sent and when it was opened."}, "doc.qualtrics.avg_time_to_start_in_seconds": {"name": "avg_time_to_start_in_seconds", "resource_type": "doc", "package_name": "qualtrics", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.qualtrics.avg_time_to_start_in_seconds", "block_contents": "Average time difference between when a survey was **sent** and when it was started."}, "doc.qualtrics.avg_time_to_complete_in_seconds": {"name": "avg_time_to_complete_in_seconds", "resource_type": "doc", "package_name": "qualtrics", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.qualtrics.avg_time_to_complete_in_seconds", "block_contents": "Average time difference between when a survey was **sent** and when it was completed."}, "doc.qualtrics.median_time_to_open_in_seconds": {"name": "median_time_to_open_in_seconds", "resource_type": "doc", "package_name": "qualtrics", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.qualtrics.median_time_to_open_in_seconds", "block_contents": "Median time difference between when a survey was sent and when it was opened."}, "doc.qualtrics.median_time_to_start_in_seconds": {"name": "median_time_to_start_in_seconds", "resource_type": "doc", "package_name": "qualtrics", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.qualtrics.median_time_to_start_in_seconds", "block_contents": "Median time difference between when a survey was **sent** and when it was started."}, "doc.qualtrics.median_time_to_complete_in_seconds": {"name": "median_time_to_complete_in_seconds", "resource_type": "doc", "package_name": "qualtrics", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.qualtrics.median_time_to_complete_in_seconds", "block_contents": "Median time difference between when a survey was **sent** and when it was completed."}, "doc.qualtrics.current_count_surveys_pending": {"name": "current_count_surveys_pending", "resource_type": "doc", "package_name": "qualtrics", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.qualtrics.current_count_surveys_pending", "block_contents": "Count of distributed surveys currently pending (the distribution is scheduled but has yet to be sent)."}, "doc.qualtrics.current_count_surveys_success": {"name": "current_count_surveys_success", "resource_type": "doc", "package_name": "qualtrics", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.qualtrics.current_count_surveys_success", "block_contents": "Count of distributed surveys currently with a status of `success` (the distribution was successfully delivered to the contact)."}, "doc.qualtrics.current_count_surveys_error": {"name": "current_count_surveys_error", "resource_type": "doc", "package_name": "qualtrics", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.qualtrics.current_count_surveys_error", "block_contents": "Count of distributed surveys currently with a status of `error` (an error occurred while attempting to send the distribution)."}, "doc.qualtrics.current_count_surveys_opened": {"name": "current_count_surveys_opened", "resource_type": "doc", "package_name": "qualtrics", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.qualtrics.current_count_surveys_opened", "block_contents": "Count of distributed surveys currently with a status of `opened` (the distribution was opened by the contact)."}, "doc.qualtrics.current_count_surveys_complaint": {"name": "current_count_surveys_complaint", "resource_type": "doc", "package_name": "qualtrics", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.qualtrics.current_count_surveys_complaint", "block_contents": "Count of distributed surveys currently with a status of `complaint` (the contact complained that the distribution was spam)."}, "doc.qualtrics.current_count_surveys_skipped": {"name": "current_count_surveys_skipped", "resource_type": "doc", "package_name": "qualtrics", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.qualtrics.current_count_surveys_skipped", "block_contents": "Count of distributed surveys currently with a status of `skipped` (the contact was skipped due to contact frequency rules or blacklisted contact information)."}, "doc.qualtrics.current_count_surveys_blocked": {"name": "current_count_surveys_blocked", "resource_type": "doc", "package_name": "qualtrics", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.qualtrics.current_count_surveys_blocked", "block_contents": "Count of distributed surveys currently with a status of `blocked` (the distribution failed to send, because the contact blocked it or the email was caught by the spam circuit breaker)."}, "doc.qualtrics.current_count_surveys_failure": {"name": "current_count_surveys_failure", "resource_type": "doc", "package_name": "qualtrics", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.qualtrics.current_count_surveys_failure", "block_contents": "Count of distributed surveys currently with a status of `failed` (the distribution failed to be delivered)."}, "doc.qualtrics.current_count_surveys_unknown": {"name": "current_count_surveys_unknown", "resource_type": "doc", "package_name": "qualtrics", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.qualtrics.current_count_surveys_unknown", "block_contents": "Count of distributed surveys currently with a status of `unknown` (the distribution failed for an unknown reason)."}, "doc.qualtrics.current_count_surveys_softbounce": {"name": "current_count_surveys_softbounce", "resource_type": "doc", "package_name": "qualtrics", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.qualtrics.current_count_surveys_softbounce", "block_contents": "Count of distributed surveys currently with a status of `softbounce` (the distribution bounced but can be retried)."}, "doc.qualtrics.current_count_surveys_hardbounce": {"name": "current_count_surveys_hardbounce", "resource_type": "doc", "package_name": "qualtrics", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.qualtrics.current_count_surveys_hardbounce", "block_contents": "Count of distributed surveys currently with a status of `hardbounce` (the distribution bounced and should not be retried)."}, "doc.qualtrics.current_count_surveys_surveystarted": {"name": "current_count_surveys_surveystarted", "resource_type": "doc", "package_name": "qualtrics", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.qualtrics.current_count_surveys_surveystarted", "block_contents": "Count of distributed surveys currently with a status of `surveystarted` (the contact started the survey distributed)."}, "doc.qualtrics.current_count_surveys_surveyfinished": {"name": "current_count_surveys_surveyfinished", "resource_type": "doc", "package_name": "qualtrics", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.qualtrics.current_count_surveys_surveyfinished", "block_contents": "Count of distributed surveys currently with a status of `surveyfinished` (the contact submitted a completed survey response)."}, "doc.qualtrics.current_count_surveys_surveyscreenedout": {"name": "current_count_surveys_surveyscreenedout", "resource_type": "doc", "package_name": "qualtrics", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.qualtrics.current_count_surveys_surveyscreenedout", "block_contents": "Count of distributed surveys currently with a status of `surveyscreenedout` (the contact screened out while taking the survey)."}, "doc.qualtrics.current_count_surveys_sessionexpired": {"name": "current_count_surveys_sessionexpired", "resource_type": "doc", "package_name": "qualtrics", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.qualtrics.current_count_surveys_sessionexpired", "block_contents": "Count of distributed surveys currently with a status of `sessionexpired` (the contact's survey session has expired)."}, "doc.qualtrics.current_count_surveys_surveypartiallyfinished": {"name": "current_count_surveys_surveypartiallyfinished", "resource_type": "doc", "package_name": "qualtrics", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.qualtrics.current_count_surveys_surveypartiallyfinished", "block_contents": "Count of distributed surveys currently with a status of `surveypartiallyfinished` (the contact submitted a partially completed survey response)."}, "doc.qualtrics.date_day": {"name": "date_day", "resource_type": "doc", "package_name": "qualtrics", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.qualtrics.date_day", "block_contents": "Day of activity in your Qualtrics instance."}, "doc.qualtrics.count_contacts_created": {"name": "count_contacts_created", "resource_type": "doc", "package_name": "qualtrics", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.qualtrics.count_contacts_created", "block_contents": "New contacts created on this day."}, "doc.qualtrics.count_contacts_unsubscribed_from_directory": {"name": "count_contacts_unsubscribed_from_directory", "resource_type": "doc", "package_name": "qualtrics", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.qualtrics.count_contacts_unsubscribed_from_directory", "block_contents": "Count of contacts that unsubscribed from a directory."}, "doc.qualtrics.count_contacts_unsubscribed_from_mailing_list": {"name": "count_contacts_unsubscribed_from_mailing_list", "resource_type": "doc", "package_name": "qualtrics", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.qualtrics.count_contacts_unsubscribed_from_mailing_list", "block_contents": "Count of contacts that unsubscribed from a mailing list."}, "doc.qualtrics.count_distinct_surveys_responded_to": {"name": "count_distinct_surveys_responded_to", "resource_type": "doc", "package_name": "qualtrics", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.qualtrics.count_distinct_surveys_responded_to", "block_contents": "Count of distinct survey templates (ie `survey_id`) that contacts responded to on this day."}, "doc.qualtrics.total_count_survey_responses": {"name": "total_count_survey_responses", "resource_type": "doc", "package_name": "qualtrics", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.qualtrics.total_count_survey_responses", "block_contents": "Count of distinct survey responses recorded on this day."}, "doc.qualtrics.total_count_completed_survey_responses": {"name": "total_count_completed_survey_responses", "resource_type": "doc", "package_name": "qualtrics", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.qualtrics.total_count_completed_survey_responses", "block_contents": "Count of distinct complete survey responses recorded on this day."}, "doc.qualtrics.count_contacts_opened_sent_surveys": {"name": "count_contacts_opened_sent_surveys", "resource_type": "doc", "package_name": "qualtrics", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.qualtrics.count_contacts_opened_sent_surveys", "block_contents": "Count of contacts who opened a survey that was sent on this day."}, "doc.qualtrics.count_contacts_started_sent_surveys": {"name": "count_contacts_started_sent_surveys", "resource_type": "doc", "package_name": "qualtrics", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.qualtrics.count_contacts_started_sent_surveys", "block_contents": "Count of contacts who started a survey that was sent on this day."}, "doc.qualtrics.count_contacts_completed_sent_surveys": {"name": "count_contacts_completed_sent_surveys", "resource_type": "doc", "package_name": "qualtrics", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.qualtrics.count_contacts_completed_sent_surveys", "block_contents": "Count of contacts who completed a survey that was sent on this day."}, "doc.qualtrics._fivetran_synced": {"name": "_fivetran_synced", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics._fivetran_synced", "block_contents": "The time when a record was last updated by Fivetran."}, "doc.qualtrics.source_relation": {"name": "source_relation", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.source_relation", "block_contents": "The schema or database this record came from if you are making use of the qualtrics_union_schemas or qualtrics_union_databases variables, respectively. Empty string if you are not using either of these variables to union together multiple Qualtrics connectors."}, "doc.qualtrics._fivetran_deleted": {"name": "_fivetran_deleted", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics._fivetran_deleted", "block_contents": "Boolean representing whether the record was soft-deleted in Qualtrics."}, "doc.qualtrics.block_locking": {"name": "block_locking", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.block_locking", "block_contents": "Boolean representing whether modification of the block and its contents is prevented."}, "doc.qualtrics.block_visibility": {"name": "block_visibility", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.block_visibility", "block_contents": "Whether the questions in the block are 'collapsed' or 'expanded' by default."}, "doc.qualtrics.block_description": {"name": "block_description", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.block_description", "block_contents": "Description given to the block."}, "doc.qualtrics.block_id": {"name": "block_id", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.block_id", "block_contents": "The ID of the survey block. Match pattern = ^BL_[a-zA-Z0-9]{11,15}$"}, "doc.qualtrics.randomize_questions": {"name": "randomize_questions", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.randomize_questions", "block_contents": "If/how the block questions are randomized. Can be - `false` (no randomization), `RandomWithXPerPage` (randomize all and place X questions in each block), `RandomWithOnlyX` (randomly present only X out of the total questions), or `Advanced` (custom configuration)"}, "doc.qualtrics.survey_id": {"name": "survey_id", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.survey_id", "block_contents": "The unique identifier for this survey. Match pattern = ^SV_[a-zA-Z0-9]{11,15}$"}, "doc.qualtrics.block_type": {"name": "block_type", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.block_type", "block_contents": "Type of block. Can be `Trash`, `Default`, or `Standard`"}, "doc.qualtrics.user_id": {"name": "user_id", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.user_id", "block_contents": "Unique ID of the user. Match pattern = ^((UR)|(URH))_[0-9a-zA-Z]{11,15}$"}, "doc.qualtrics.division_id": {"name": "division_id", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.division_id", "block_contents": "The unique identifier for the Division ID. Match pattern = ^DV_[0-9a-zA-Z]{11,15}$"}, "doc.qualtrics.username": {"name": "username", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.username", "block_contents": "UI-facing username for the account."}, "doc.qualtrics.user_first_name": {"name": "user_first_name", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.user_first_name", "block_contents": "The user's first name or given name."}, "doc.qualtrics.user_last_name": {"name": "user_last_name", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.user_last_name", "block_contents": "User's surname."}, "doc.qualtrics.user_type": {"name": "user_type", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.user_type", "block_contents": "ID of the user type. See mappings of user types to their type IDs [here](https://api.qualtrics.com/dc2be1c61af61-user-type)."}, "doc.qualtrics.organization_id": {"name": "organization_id", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.organization_id", "block_contents": "ID of the organization/brand this record belongs to."}, "doc.qualtrics.language": {"name": "language", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.language", "block_contents": "The user's default language."}, "doc.qualtrics.unsubscribed": {"name": "unsubscribed", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.unsubscribed", "block_contents": "Boolean indicating if the user unsubscribed."}, "doc.qualtrics.account_creation_date": {"name": "account_creation_date", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.account_creation_date", "block_contents": "The date and time that the account was created. Dates and times are expressed in ISO 8601 format."}, "doc.qualtrics.account_expiration_date": {"name": "account_expiration_date", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.account_expiration_date", "block_contents": "The date the account expires. Dates and times are expressed in ISO 8601 format."}, "doc.qualtrics.account_status": {"name": "account_status", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.account_status", "block_contents": "Either `active`, `disabled`, or `notVerified`."}, "doc.qualtrics.email": {"name": "email", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.email", "block_contents": "The user's email address."}, "doc.qualtrics.last_login_date": {"name": "last_login_date", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.last_login_date", "block_contents": "The date and time the user last logged into the user interface. Dates and times are expressed in ISO 8601 format."}, "doc.qualtrics.password_expiration_date": {"name": "password_expiration_date", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.password_expiration_date", "block_contents": "The date the account password expires. Dates and times are expressed in ISO 8601 format."}, "doc.qualtrics.password_last_changed_date": {"name": "password_last_changed_date", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.password_last_changed_date", "block_contents": "The date the account password was last changed. Dates and times are expressed in ISO 8601 format."}, "doc.qualtrics.response_count_auditable": {"name": "response_count_auditable", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.response_count_auditable", "block_contents": "The count of auditable responses."}, "doc.qualtrics.response_count_deleted": {"name": "response_count_deleted", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.response_count_deleted", "block_contents": "The count of deleted responses."}, "doc.qualtrics.response_count_generated": {"name": "response_count_generated", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.response_count_generated", "block_contents": "The count of generated responses."}, "doc.qualtrics.time_zone": {"name": "time_zone", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.time_zone", "block_contents": "The IANA time zone setting for the user."}, "doc.qualtrics.auto_scoring_category": {"name": "auto_scoring_category", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.auto_scoring_category", "block_contents": "The automated scoring category."}, "doc.qualtrics.brand_base_url": {"name": "brand_base_url", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.brand_base_url", "block_contents": "Base url for the organization/brand."}, "doc.qualtrics.brand_id": {"name": "brand_id", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.brand_id", "block_contents": "Unique ID of the organization/brand."}, "doc.qualtrics.bundle_short_name": {"name": "bundle_short_name", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.bundle_short_name", "block_contents": "Short name for the content bundle that the survey is from."}, "doc.qualtrics.composition_type": {"name": "composition_type", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.composition_type", "block_contents": "Survey composition type."}, "doc.qualtrics.creator_id": {"name": "creator_id", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.creator_id", "block_contents": "The unique identifier for a specific `USER` who created the survey."}, "doc.qualtrics.default_scoring_category": {"name": "default_scoring_category", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.default_scoring_category", "block_contents": "The default scoring category."}, "doc.qualtrics.is_active": {"name": "is_active", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.is_active", "block_contents": "DEPRECATED. Use `survey_status = 'active'` instead."}, "doc.qualtrics.last_accessed": {"name": "last_accessed", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.last_accessed", "block_contents": "The date the survey was last accessed."}, "doc.qualtrics.last_activated": {"name": "last_activated", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.last_activated", "block_contents": "The date the survey was last activated."}, "doc.qualtrics.owner_id": {"name": "owner_id", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.owner_id", "block_contents": "The unique identifier for a specific user who owns this."}, "doc.qualtrics.project_category": {"name": "project_category", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.project_category", "block_contents": "Project category of the survey.\n\nAllowed values - `CORE`, `CX`, `EX`, `BX`, `PX`"}, "doc.qualtrics.project_type": {"name": "project_type", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.project_type", "block_contents": "Type of [Qualtrics project](https://www.qualtrics.com/support/survey-platform/my-projects/my-projects-overview/#SelectingProjectType). Match pattern = ^[a-zA-Z]+$"}, "doc.qualtrics.registry_sha": {"name": "registry_sha", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.registry_sha", "block_contents": "The survey registry SHA."}, "doc.qualtrics.registry_version": {"name": "registry_version", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.registry_version", "block_contents": "The survey registry version."}, "doc.qualtrics.schema_version": {"name": "schema_version", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.schema_version", "block_contents": "Qualtrics schema version."}, "doc.qualtrics.scoring_summary_after_questions": {"name": "scoring_summary_after_questions", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.scoring_summary_after_questions", "block_contents": "Boolean representing whether the scoring summary is after questions."}, "doc.qualtrics.scoring_summary_after_survey": {"name": "scoring_summary_after_survey", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.scoring_summary_after_survey", "block_contents": "Boolean representing whether the scoring summary is after the survey."}, "doc.qualtrics.scoring_summary_category": {"name": "scoring_summary_category", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.scoring_summary_category", "block_contents": "The unique identifier for the scoring."}, "doc.qualtrics.survey_name": {"name": "survey_name", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.survey_name", "block_contents": "Name of the survey."}, "doc.qualtrics.survey_status": {"name": "survey_status", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.survey_status", "block_contents": "The distribution status of the survey, or a flag indicating that it's a library block\n\nAllowed values - `Inactive`, `Active`, `Pending`, `LibBlock`, `Deactive`, `Temporary`"}, "doc.qualtrics.data_export_tag": {"name": "data_export_tag", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.data_export_tag", "block_contents": "The tag to identify the question in exported data."}, "doc.qualtrics.choice_data_export_tag": {"name": "choice_data_export_tag", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.choice_data_export_tag", "block_contents": "The tag to identify the question choice in exported data."}, "doc.qualtrics.data_visibility_hidden": {"name": "data_visibility_hidden", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.data_visibility_hidden", "block_contents": "Boolean that represents whether the embedded data is hidden."}, "doc.qualtrics.data_visibility_private": {"name": "data_visibility_private", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.data_visibility_private", "block_contents": "Boolean that represents whether the embedded data is private."}, "doc.qualtrics.question_id": {"name": "question_id", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.question_id", "block_contents": "The unique identifier for the question. Match pattern = ^QID[a-zA-Z0-9]+$"}, "doc.qualtrics.next_answer_id": {"name": "next_answer_id", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.next_answer_id", "block_contents": "For Matrix questions, the vertical options are denoted as \"Answers\" in the question's structure. \nID of the next answer for this question. ?"}, "doc.qualtrics.next_choice_id": {"name": "next_choice_id", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.next_choice_id", "block_contents": "For Matrix questions, the horizontal options are denoted as \"Choices\" in the question's structure. \n\nID of the next choice for this question. ?"}, "doc.qualtrics.question_description": {"name": "question_description", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.question_description", "block_contents": "Label to identify the question."}, "doc.qualtrics.question_description_option": {"name": "question_description_option", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.question_description_option", "block_contents": "An optional user-provided field for question descriptions. Accepted values = `UseText`, `SpecifyLabel`"}, "doc.qualtrics.question_text": {"name": "question_text", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.question_text", "block_contents": "Text for the question."}, "doc.qualtrics.question_text_unsafe": {"name": "question_text_unsafe", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.question_text_unsafe", "block_contents": "Un-paresed version of the question text."}, "doc.qualtrics.question_type": {"name": "question_type", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.question_type", "block_contents": "The type of question. Can be -\n`MC`,`Matrix`,`Captcha`,`CS`,`DB`,`DD`,`Draw`,`DynamicMatrix`,`FileUpload`,`GAP`,`HeatMap`,`HL`,`HotSpot`,`Meta`,`PGR`,`RO`,`SBS`,`Slider`,`SS`,`TE`,`Timing`,`TreeSelect`"}, "doc.qualtrics.selector": {"name": "selector", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.selector", "block_contents": "How answers are selected such as single answer, multiple answer, etc. Accepted values - \n- `Bipolar`\n- `Browser`\n- `Captcha`\n- `CompactView`\n- `CS`\n- `D`\n- `DL`\n- `DND`\n- `DragAndDrop`\n- `ESTB`\n- `FORM`\n- `FileUpload`\n- `GRB`\n- `HBAR`\n- `HR`\n- `HSLIDER`\n- `I`\n- `Image`\n- `LikeDislike`\n- `Likert`\n- `MACOL`\n- `MAHR`\n- `MAVR`\n- `ML`\n- `MSB`\n- `MaxDiff`\n- `NPS`\n- `OH`\n- `OnOff`\n- `POS`\n- `PTB`\n- `PW`\n- `PageTimer`\n- `Profile`\n- `RB`\n- `RO`\n- `SACOL`\n- `SAHR`\n- `SAVR`\n- `SB`\n- `SBSMatrix`\n- `SL`\n- `STAR`\n- `ScreenCapture`\n- `SearchOnly`\n- `Signature`\n- `TA`\n- `TB`\n- `TBelow`\n- `TE`\n- `TL`\n- `TRight`\n- `Text`\n- `V1`\n- `V2`\n- `VR`\n- `VRTL`\n- `WTXB`"}, "doc.qualtrics.sub_selector": {"name": "sub_selector", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.sub_selector", "block_contents": "How subquestion answers are selected. Allowed values - SingleAnswer, DL, GR, DND, Long, Medium, MultipleAnswer, Columns, NoColumns, Short, TX, TXOT, WOTXB, WOTB, WTB, WTXB, WVTB."}, "doc.qualtrics.validation_setting_force_response": {"name": "validation_setting_force_response", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.validation_setting_force_response", "block_contents": "The response from forcing respondents to answer a question or request that they consider answering the question before leaving the page"}, "doc.qualtrics.validation_setting_force_response_type": {"name": "validation_setting_force_response_type", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.validation_setting_force_response_type", "block_contents": "The type of response from forcing respondents to answer a question or request that they consider answering the question before leaving the page"}, "doc.qualtrics.validation_setting_type": {"name": "validation_setting_type", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.validation_setting_type", "block_contents": "The type of forced response validation that is set."}, "doc.qualtrics.question_response_fivetran_id": {"name": "question_response_fivetran_id", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.question_response_fivetran_id", "block_contents": "Fivetran-generated unique key hashed on `response_id`, `question_id`, `sub_question_key`, `sub_question_text` , `question_option_key` , `loop_id` and `importId`."}, "doc.qualtrics.loop_id": {"name": "loop_id", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.loop_id", "block_contents": "ID of the [Loop and Merge](https://www.qualtrics.com/support/survey-platform/survey-module/block-options/loop-and-merge/) object this response is associated with."}, "doc.qualtrics.question": {"name": "question", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.question", "block_contents": "Question text."}, "doc.qualtrics.question_option_key": {"name": "question_option_key", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.question_option_key", "block_contents": "The key of the `QUESTION_OPTION` that was chosen."}, "doc.qualtrics.sub_question_option_key": {"name": "sub_question_option_key", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.sub_question_option_key", "block_contents": "The key of the `QUESTION_OPTION` that was chosen for the sub-question."}, "doc.qualtrics.sub_question_text": {"name": "sub_question_text", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.sub_question_text", "block_contents": "Sub question text."}, "doc.qualtrics.response_text": {"name": "response_text", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.response_text", "block_contents": "Text response provided by the respondent."}, "doc.qualtrics.response_value": {"name": "response_value", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.response_value", "block_contents": "Value of the question response."}, "doc.qualtrics.recode_value": {"name": "recode_value", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.recode_value", "block_contents": "Recode/mapping value for the option."}, "doc.qualtrics.question_option_text": {"name": "question_option_text", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.question_option_text", "block_contents": "Question option text."}, "doc.qualtrics.distribution_channel": {"name": "distribution_channel", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.distribution_channel", "block_contents": "The method by which the survey was distributed to respondents."}, "doc.qualtrics.duration_in_seconds": {"name": "duration_in_seconds", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.duration_in_seconds", "block_contents": "How long it took for the respondent to finish the survey in seconds."}, "doc.qualtrics.end_date": {"name": "end_date", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.end_date", "block_contents": "The point in time when the survey response was finished."}, "doc.qualtrics.finished": {"name": "finished", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.finished", "block_contents": "Boolean (stored as int) indicating if the respondent finished and submitted the survey, the value will be 1, otherwise it will be 0."}, "doc.qualtrics.response_id": {"name": "response_id", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.response_id", "block_contents": "The unique ID for the `SURVEY_RESPONSE`."}, "doc.qualtrics.ip_address": {"name": "ip_address", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.ip_address", "block_contents": "IP address of the recipient."}, "doc.qualtrics.last_modified_date": {"name": "last_modified_date", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.last_modified_date", "block_contents": "The point in time when the record was last modified."}, "doc.qualtrics.location_latitude": {"name": "location_latitude", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.location_latitude", "block_contents": "The approximate location of the respondent at the time the survey was taken."}, "doc.qualtrics.location_longitude": {"name": "location_longitude", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.location_longitude", "block_contents": "The approximate location of the respondent at the time the survey was taken."}, "doc.qualtrics.progress": {"name": "progress", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.progress", "block_contents": "How far the respondent has progressed through the survey as a percentage out of 100."}, "doc.qualtrics.recipient_email": {"name": "recipient_email", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.recipient_email", "block_contents": "Email of the [recipient](https://api.qualtrics.com/ZG9jOjg3NzY2OQ-getting-information-about-distributions#the-recipients-object) if they are a single recipient (not a mailing list or sample)."}, "doc.qualtrics.recipient_first_name": {"name": "recipient_first_name", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.recipient_first_name", "block_contents": "First name of the [recipient](https://api.qualtrics.com/ZG9jOjg3NzY2OQ-getting-information-about-distributions#the-recipients-object) if they are a single recipient (not a mailing list or sample)."}, "doc.qualtrics.recipient_last_name": {"name": "recipient_last_name", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.recipient_last_name", "block_contents": "Last name of the [recipient](https://api.qualtrics.com/ZG9jOjg3NzY2OQ-getting-information-about-distributions#the-recipients-object) if they are a single recipient (not a mailing list or sample)."}, "doc.qualtrics.recorded_date": {"name": "recorded_date", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.recorded_date", "block_contents": "The point in time when the survey response was recorded."}, "doc.qualtrics.start_date": {"name": "start_date", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.start_date", "block_contents": "The point in time when the survey response was recorded."}, "doc.qualtrics.status": {"name": "status", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.status", "block_contents": "The type of response."}, "doc.qualtrics.user_language": {"name": "user_language", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.user_language", "block_contents": "The language of the respondent."}, "doc.qualtrics.sub_question_key": {"name": "sub_question_key", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.sub_question_key", "block_contents": "Key of the sub question."}, "doc.qualtrics.creation_date": {"name": "creation_date", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.creation_date", "block_contents": "The creation date and time of the record, expressed as an ISO 8601 value."}, "doc.qualtrics.survey_version_description": {"name": "survey_version_description", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.survey_version_description", "block_contents": "A user-provided description of the survey version."}, "doc.qualtrics.version_id": {"name": "version_id", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.version_id", "block_contents": "The unique identifier for this survey version."}, "doc.qualtrics.published": {"name": "published", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.published", "block_contents": "Boolean that, when true, publishes the version."}, "doc.qualtrics.publisher_user_id": {"name": "publisher_user_id", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.publisher_user_id", "block_contents": "ID of `USER` who published this survey version in your org."}, "doc.qualtrics.version_number": {"name": "version_number", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.version_number", "block_contents": "The version number of this survey."}, "doc.qualtrics.was_published": {"name": "was_published", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.was_published", "block_contents": "Boolean that is true if the survey version was published."}, "doc.qualtrics.import_id": {"name": "import_id", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.import_id", "block_contents": "A unique identifier to recognize this import job of embedded survey data."}, "doc.qualtrics.key": {"name": "key", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.key", "block_contents": "Key of the embedded survey data element."}, "doc.qualtrics.value": {"name": "value", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.value", "block_contents": "Key of the embedded survey data element."}, "doc.qualtrics.deduplication_criteria_email": {"name": "deduplication_criteria_email", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.deduplication_criteria_email", "block_contents": "Boolean representing if directory contacts are deduped based on email."}, "doc.qualtrics.deduplication_criteria_external_data_reference": {"name": "deduplication_criteria_external_data_reference", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.deduplication_criteria_external_data_reference", "block_contents": "Boolean representing if directory contacts are deduped based on an external data reference."}, "doc.qualtrics.deduplication_criteria_first_name": {"name": "deduplication_criteria_first_name", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.deduplication_criteria_first_name", "block_contents": "Boolean representing if directory contacts are deduped based on first name."}, "doc.qualtrics.deduplication_criteria_last_name": {"name": "deduplication_criteria_last_name", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.deduplication_criteria_last_name", "block_contents": "Boolean representing if directory contacts are deduped based on last name."}, "doc.qualtrics.deduplication_criteria_phone": {"name": "deduplication_criteria_phone", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.deduplication_criteria_phone", "block_contents": "Boolean representing if directory contacts are deduped based on phone number."}, "doc.qualtrics.directory_id": {"name": "directory_id", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.directory_id", "block_contents": "The directory ID, also known as a pool ID. Example - POOL_012345678901234"}, "doc.qualtrics.is_default": {"name": "is_default", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.is_default", "block_contents": "Boolean representing if this directory is the default one for your brand. \n\nThe default directory will be the first directory listed in the dropdown menu in Qualtrics."}, "doc.qualtrics.directory_name": {"name": "directory_name", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.directory_name", "block_contents": "Name of the directory."}, "doc.qualtrics.directory_unsubscribe_date": {"name": "directory_unsubscribe_date", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.directory_unsubscribe_date", "block_contents": "Date and time the user opted out of the directory."}, "doc.qualtrics.directory_unsubscribed": {"name": "directory_unsubscribed", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.directory_unsubscribed", "block_contents": "Boolean indicating whether the contact unsubscribed from all contact from the Directory."}, "doc.qualtrics.contact_email": {"name": "contact_email", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.contact_email", "block_contents": "Contact's email address. Must be in proper email format."}, "doc.qualtrics.email_domain": {"name": "email_domain", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.email_domain", "block_contents": "Domain of the contact's email address."}, "doc.qualtrics.ext_ref": {"name": "ext_ref", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.ext_ref", "block_contents": "The external reference for the contact."}, "doc.qualtrics.contact_first_name": {"name": "contact_first_name", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.contact_first_name", "block_contents": "Contact's first name."}, "doc.qualtrics.contact_id": {"name": "contact_id", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.contact_id", "block_contents": "The ID for the contact. Example - CID_012345678901234"}, "doc.qualtrics.contact_last_name": {"name": "contact_last_name", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.contact_last_name", "block_contents": "Contact's surname."}, "doc.qualtrics.phone": {"name": "phone", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.phone", "block_contents": "Contact's phone number."}, "doc.qualtrics.write_blanks": {"name": "write_blanks", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.write_blanks", "block_contents": "Boolean of whether to write blanks(?) or not."}, "doc.qualtrics.header_from_email": {"name": "header_from_email", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.header_from_email", "block_contents": "Email from address."}, "doc.qualtrics.header_from_name": {"name": "header_from_name", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.header_from_name", "block_contents": "Email from name."}, "doc.qualtrics.header_reply_to_email": {"name": "header_reply_to_email", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.header_reply_to_email", "block_contents": "Email reply-to address."}, "doc.qualtrics.header_subject": {"name": "header_subject", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.header_subject", "block_contents": "Email subject; text or message id (MS_)."}, "doc.qualtrics.distribution_id": {"name": "distribution_id", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.distribution_id", "block_contents": "The unique Distribution ID."}, "doc.qualtrics.message_library_id": {"name": "message_library_id", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.message_library_id", "block_contents": "Library ID of the message."}, "doc.qualtrics.message_message_id": {"name": "message_message_id", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.message_message_id", "block_contents": "The ID for the desired library message."}, "doc.qualtrics.message_message_text": {"name": "message_message_text", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.message_message_text", "block_contents": "Text of the message to send."}, "doc.qualtrics.parent_distribution_id": {"name": "parent_distribution_id", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.parent_distribution_id", "block_contents": "The unique ID of the parent distribution."}, "doc.qualtrics.recipient_contact_id": {"name": "recipient_contact_id", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.recipient_contact_id", "block_contents": "The contact ID of the recipient. Can point to `directory_contact` or `core_contact`."}, "doc.qualtrics.recipient_library_id": {"name": "recipient_library_id", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.recipient_library_id", "block_contents": "Library ID of the message."}, "doc.qualtrics.recipient_mailing_list_id": {"name": "recipient_mailing_list_id", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.recipient_mailing_list_id", "block_contents": "The mailing list or contact group associated with the distribution(s). Can point to `directory_mailing_list` or `core_mailing_list`."}, "doc.qualtrics.recipient_sample_id": {"name": "recipient_sample_id", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.recipient_sample_id", "block_contents": "The ID for the desired sample. Can point to `directory_sample` or `core_sample` (not included in package)."}, "doc.qualtrics.request_status": {"name": "request_status", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.request_status", "block_contents": "The distribution's status. States include `Pending` and `Done`. The Pending state is for email that is scheduled to be sent at a later time."}, "doc.qualtrics.request_type": {"name": "request_type", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.request_type", "block_contents": "The distribution's type. Types include `Invite`, `Reminder`, and `ThankYou`."}, "doc.qualtrics.send_date": {"name": "send_date", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.send_date", "block_contents": "The date and time the request will be or was sent (in ISO 8601 format). Note that this date and time could be in the future if the email distribution is scheduled to send after a delay."}, "doc.qualtrics.survey_link_expiration_date": {"name": "survey_link_expiration_date", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.survey_link_expiration_date", "block_contents": "The expiration date for the link associated with the survey distribution. Null if `request_type` != `Invite`."}, "doc.qualtrics.survey_link_link_type": {"name": "survey_link_link_type", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.survey_link_link_type", "block_contents": "The link type (`Individual`, `Anonymous`, or `Multiple`) for the link associated with the survey distribution. Null if `request_type` != `Invite`."}, "doc.qualtrics.survey_link_survey_id": {"name": "survey_link_survey_id", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.survey_link_survey_id", "block_contents": "The unique survey ID. Will be non-null even if `request_type` != `Invite`."}, "doc.qualtrics.contact_frequency_rule_id": {"name": "contact_frequency_rule_id", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.contact_frequency_rule_id", "block_contents": "The contact frequency Rule ID. Ex - FQ_AAB234234"}, "doc.qualtrics.contact_lookup_id": {"name": "contact_lookup_id", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.contact_lookup_id", "block_contents": "Optional contact lookup ID for individual distribution."}, "doc.qualtrics.opened_at": {"name": "opened_at", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.opened_at", "block_contents": "The time a survey was opened by the respondent, will be null if the survey has not been opened."}, "doc.qualtrics.response_completed_at": {"name": "response_completed_at", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.response_completed_at", "block_contents": "The time a response was completed, will be null for uncompleted surveys."}, "doc.qualtrics.distribution_response_id": {"name": "distribution_response_id", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.distribution_response_id", "block_contents": "The ID of the survey response submitted by this contact. If no survey response has been submitted, this value will be null. If the survey was setup to anonymize responses, then this value will be `Anonymous`."}, "doc.qualtrics.response_started_at": {"name": "response_started_at", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.response_started_at", "block_contents": "The time a response was started by the respondent, will be null if survey has not been started."}, "doc.qualtrics.sent_at": {"name": "sent_at", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.sent_at", "block_contents": "The time a survey was sent to the respondent."}, "doc.qualtrics.distribution_status": {"name": "distribution_status", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.distribution_status", "block_contents": "One of ([full descriptions](https://api.qualtrics.com/fc8017650d0b9-distribution-status)):\n- `Pending`\n- `Success`\n- `Error`\n- `Opened`\n- `Complaint`\n- `Skipped`\n- `Blocked`\n- `Failure`\n- `Unknown`\n- `SoftBounce`\n- `HardBounce`\n- `SurveyStarted`\n- `SurveyPartiallyFinished`\n- `SurveyFinished`\n- `SurveyScreenedOut`\n- `SessionExpired`"}, "doc.qualtrics.survey_link": {"name": "survey_link", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.survey_link", "block_contents": "The survey link sent with the distribution. This is null when no link was sent."}, "doc.qualtrics.survey_session_id": {"name": "survey_session_id", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.survey_session_id", "block_contents": "An identifier that represents the session in which the respondent interacted with the survey"}, "doc.qualtrics.mailing_list_id": {"name": "mailing_list_id", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.mailing_list_id", "block_contents": "The ID for the mailing list."}, "doc.qualtrics.mailing_list_name": {"name": "mailing_list_name", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.mailing_list_name", "block_contents": "Name of the mailing list."}, "doc.qualtrics.mailing_list_unsubscribed": {"name": "mailing_list_unsubscribed", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.mailing_list_unsubscribed", "block_contents": "Boolean indicating whether the contact has opted out of receiving email through this mailing list."}, "doc.qualtrics.mailing_list_unsubscribe_date": {"name": "mailing_list_unsubscribe_date", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.mailing_list_unsubscribe_date", "block_contents": "Date and time the user opted out of this mailing list."}, "doc.qualtrics.mailing_list_contact_id": {"name": "mailing_list_contact_id", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.mailing_list_contact_id", "block_contents": "Mailing List Contact ID (different from `contact_id`). ex: `MLRP_*`"}, "doc.qualtrics.library_id": {"name": "library_id", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.library_id", "block_contents": "The library ID. Example: `UR_1234567890AbCdE`"}, "doc.qualtrics.mailing_list_category": {"name": "mailing_list_category", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.mailing_list_category", "block_contents": "The library ID. Example: `UR_1234567890AbCdE`"}, "doc.qualtrics.folder": {"name": "folder", "resource_type": "doc", "package_name": "qualtrics", "path": "staging/docs.md", "original_file_path": "models/staging/docs.md", "unique_id": "doc.qualtrics.folder", "block_contents": "The folder this is placed in."}}, "exposures": {}, "metrics": {}, "groups": {}, "selectors": {}, "disabled": {"test.qualtrics_integration_tests.consistency_qualtrics__contact": [{"database": "postgres", "schema": "public_dbt_test__audit", "name": "consistency_qualtrics__contact", "resource_type": "test", "package_name": "qualtrics_integration_tests", "path": "consistency/consistency_qualtrics__contact.sql", "original_file_path": "tests/consistency/consistency_qualtrics__contact.sql", "unique_id": "test.qualtrics_integration_tests.consistency_qualtrics__contact", "fqn": ["qualtrics_integration_tests", "consistency", "consistency_qualtrics__contact"], "alias": "consistency_qualtrics__contact", "checksum": {"name": "sha256", "checksum": "dc49dbe73fea83d59935c394bd009cdcaee6d5a7b2da5d4a9a0c5909d6a6f53d"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"tags": "fivetran_validations", "enabled": false}, "created_at": 1768514433.2462878, "relation_name": null, "raw_code": "{{ config(\n tags=\"fivetran_validations\",\n enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\nwith prod as (\n select\n {{ dbt_utils.star(from=ref('qualtrics__contact'), except=[\"avg_survey_duration_in_seconds\"]) }},\n round(avg_survey_duration_in_seconds, 2) as avg_survey_duration_in_seconds\n from {{ target.schema }}_qualtrics_prod.qualtrics__contact\n),\n\ndev as (\n select\n {{ dbt_utils.star(from=ref('qualtrics__contact'), except=[\"avg_survey_duration_in_seconds\"]) }},\n round(avg_survey_duration_in_seconds, 2) as avg_survey_duration_in_seconds\n from {{ target.schema }}_qualtrics_dev.qualtrics__contact\n \n),\n\nprod_not_in_dev as (\n -- rows from prod not found in dev\n select * from prod\n except distinct\n select * from dev\n),\n\ndev_not_in_prod as (\n -- rows from dev not found in prod\n select * from dev\n except distinct\n select * from prod\n),\n\nfinal as (\n select\n *,\n 'from prod' as source\n from prod_not_in_dev\n\n union all -- union since we only care if rows are produced\n\n select\n *,\n 'from dev' as source\n from dev_not_in_prod\n)\n\nselect *\nfrom final", "doc_blocks": [], "language": "sql", "refs": [{"name": "qualtrics__contact", "package": null, "version": null}, {"name": "qualtrics__contact", "package": null, "version": null}], "sources": [], "metrics": [], "functions": [], "depends_on": {"macros": ["macro.dbt_utils.star"], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.qualtrics_integration_tests.consistency_qualtrics__survey": [{"database": "postgres", "schema": "public_dbt_test__audit", "name": "consistency_qualtrics__survey", "resource_type": "test", "package_name": "qualtrics_integration_tests", "path": "consistency/consistency_qualtrics__survey.sql", "original_file_path": "tests/consistency/consistency_qualtrics__survey.sql", "unique_id": "test.qualtrics_integration_tests.consistency_qualtrics__survey", "fqn": ["qualtrics_integration_tests", "consistency", "consistency_qualtrics__survey"], "alias": "consistency_qualtrics__survey", "checksum": {"name": "sha256", "checksum": "3f2c181c8c95aeff7bc52d7ccca6f7b89575aa300d46dad3d8cbecc62e06331b"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"tags": "fivetran_validations", "enabled": false}, "created_at": 1768514433.30093, "relation_name": null, "raw_code": "{{ config(\n tags=\"fivetran_validations\",\n enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\nwith prod as (\n select\n {{ dbt_utils.star(from=ref('qualtrics__survey'), except=['avg_response_duration_in_seconds', 'avg_survey_progress_pct']) }},\n round(avg_response_duration_in_seconds, 0) as avg_response_duration_in_seconds,\n round(avg_survey_progress_pct, 0) as avg_survey_progress_pct\n from {{ target.schema }}_qualtrics_prod.qualtrics__survey\n),\n\ndev as (\n select\n {{ dbt_utils.star(from=ref('qualtrics__survey'), except=['avg_response_duration_in_seconds', 'avg_survey_progress_pct']) }},\n round(avg_response_duration_in_seconds, 0) as avg_response_duration_in_seconds,\n round(avg_survey_progress_pct, 0) as avg_survey_progress_pct\n from {{ target.schema }}_qualtrics_dev.qualtrics__survey\n \n),\n\nprod_not_in_dev as (\n -- rows from prod not found in dev\n select * from prod\n except distinct\n select * from dev\n),\n\ndev_not_in_prod as (\n -- rows from dev not found in prod\n select * from dev\n except distinct\n select * from prod\n),\n\nfinal as (\n select\n *,\n 'from prod' as source\n from prod_not_in_dev\n\n union all -- union since we only care if rows are produced\n\n select\n *,\n 'from dev' as source\n from dev_not_in_prod\n)\n\nselect *\nfrom final", "doc_blocks": [], "language": "sql", "refs": [{"name": "qualtrics__survey", "package": null, "version": null}, {"name": "qualtrics__survey", "package": null, "version": null}], "sources": [], "metrics": [], "functions": [], "depends_on": {"macros": ["macro.dbt_utils.star"], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.qualtrics_integration_tests.consistency_qualtrics__response": [{"database": "postgres", "schema": "public_dbt_test__audit", "name": "consistency_qualtrics__response", "resource_type": "test", "package_name": "qualtrics_integration_tests", "path": "consistency/consistency_qualtrics__response.sql", "original_file_path": "tests/consistency/consistency_qualtrics__response.sql", "unique_id": "test.qualtrics_integration_tests.consistency_qualtrics__response", "fqn": ["qualtrics_integration_tests", "consistency", "consistency_qualtrics__response"], "alias": "consistency_qualtrics__response", "checksum": {"name": "sha256", "checksum": "48256f0f7aa2ae84578f81ccaf689ddbe160a35c02db4663378dfe5b0f7a911d"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"tags": "fivetran_validations", "enabled": false}, "created_at": 1768514433.3121748, "relation_name": null, "raw_code": "{{ config(\n tags=\"fivetran_validations\",\n enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\nwith prod as (\n select\n {{ dbt_utils.star(from=ref('qualtrics__response')) }}\n from {{ target.schema }}_qualtrics_prod.qualtrics__response\n),\n\ndev as (\n select\n {{ dbt_utils.star(from=ref('qualtrics__response')) }}\n from {{ target.schema }}_qualtrics_dev.qualtrics__response\n \n),\n\nprod_not_in_dev as (\n -- rows from prod not found in dev\n select * from prod\n except distinct\n select * from dev\n),\n\ndev_not_in_prod as (\n -- rows from dev not found in prod\n select * from dev\n except distinct\n select * from prod\n),\n\nfinal as (\n select\n *,\n 'from prod' as source\n from prod_not_in_dev\n\n union all -- union since we only care if rows are produced\n\n select\n *,\n 'from dev' as source\n from dev_not_in_prod\n)\n\nselect *\nfrom final", "doc_blocks": [], "language": "sql", "refs": [{"name": "qualtrics__response", "package": null, "version": null}, {"name": "qualtrics__response", "package": null, "version": null}], "sources": [], "metrics": [], "functions": [], "depends_on": {"macros": ["macro.dbt_utils.star"], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.qualtrics_integration_tests.consistency_qualtrics__daily_breakdown": [{"database": "postgres", "schema": "public_dbt_test__audit", "name": "consistency_qualtrics__daily_breakdown", "resource_type": "test", "package_name": "qualtrics_integration_tests", "path": "consistency/consistency_qualtrics__daily_breakdown.sql", "original_file_path": "tests/consistency/consistency_qualtrics__daily_breakdown.sql", "unique_id": "test.qualtrics_integration_tests.consistency_qualtrics__daily_breakdown", "fqn": ["qualtrics_integration_tests", "consistency", "consistency_qualtrics__daily_breakdown"], "alias": "consistency_qualtrics__daily_breakdown", "checksum": {"name": "sha256", "checksum": "4f7f4d665803c424f68b16fa235fe760b60c503c784540387d05bb6c32eff280"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"tags": "fivetran_validations", "enabled": false}, "created_at": 1768514433.3197694, "relation_name": null, "raw_code": "{{ config(\n tags=\"fivetran_validations\",\n enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\nwith prod as (\n select\n {{ dbt_utils.star(from=ref('qualtrics__daily_breakdown')) }}\n from {{ target.schema }}_qualtrics_prod.qualtrics__daily_breakdown\n),\n\ndev as (\n select\n {{ dbt_utils.star(from=ref('qualtrics__daily_breakdown')) }}\n from {{ target.schema }}_qualtrics_dev.qualtrics__daily_breakdown\n \n),\n\nprod_not_in_dev as (\n -- rows from prod not found in dev\n select * from prod\n except distinct\n select * from dev\n),\n\ndev_not_in_prod as (\n -- rows from dev not found in prod\n select * from dev\n except distinct\n select * from prod\n),\n\nfinal as (\n select\n *,\n 'from prod' as source\n from prod_not_in_dev\n\n union all -- union since we only care if rows are produced\n\n select\n *,\n 'from dev' as source\n from dev_not_in_prod\n)\n\nselect *\nfrom final", "doc_blocks": [], "language": "sql", "refs": [{"name": "qualtrics__daily_breakdown", "package": null, "version": null}, {"name": "qualtrics__daily_breakdown", "package": null, "version": null}], "sources": [], "metrics": [], "functions": [], "depends_on": {"macros": ["macro.dbt_utils.star"], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.qualtrics_integration_tests.consistency_qualtrics__distribution": [{"database": "postgres", "schema": "public_dbt_test__audit", "name": "consistency_qualtrics__distribution", "resource_type": "test", "package_name": "qualtrics_integration_tests", "path": "consistency/consistency_qualtrics__distribution.sql", "original_file_path": "tests/consistency/consistency_qualtrics__distribution.sql", "unique_id": "test.qualtrics_integration_tests.consistency_qualtrics__distribution", "fqn": ["qualtrics_integration_tests", "consistency", "consistency_qualtrics__distribution"], "alias": "consistency_qualtrics__distribution", "checksum": {"name": "sha256", "checksum": "56155f2aa5a1ca9b533fe7e7421ecfecb163b68bee0d63b189edb5a401239abd"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"tags": "fivetran_validations", "enabled": false}, "created_at": 1768514433.327244, "relation_name": null, "raw_code": "{{ config(\n tags=\"fivetran_validations\",\n enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\nwith prod as (\n select\n {{ dbt_utils.star(from=ref('qualtrics__distribution')) }}\n from {{ target.schema }}_qualtrics_prod.qualtrics__distribution\n),\n\ndev as (\n select\n {{ dbt_utils.star(from=ref('qualtrics__distribution')) }}\n from {{ target.schema }}_qualtrics_dev.qualtrics__distribution\n \n),\n\nprod_not_in_dev as (\n -- rows from prod not found in dev\n select * from prod\n except distinct\n select * from dev\n),\n\ndev_not_in_prod as (\n -- rows from dev not found in prod\n select * from dev\n except distinct\n select * from prod\n),\n\nfinal as (\n select\n *,\n 'from prod' as source\n from prod_not_in_dev\n\n union all -- union since we only care if rows are produced\n\n select\n *,\n 'from dev' as source\n from dev_not_in_prod\n)\n\nselect *\nfrom final", "doc_blocks": [], "language": "sql", "refs": [{"name": "qualtrics__distribution", "package": null, "version": null}, {"name": "qualtrics__distribution", "package": null, "version": null}], "sources": [], "metrics": [], "functions": [], "depends_on": {"macros": ["macro.dbt_utils.star"], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.qualtrics_integration_tests.consistency_qualtrics__directory": [{"database": "postgres", "schema": "public_dbt_test__audit", "name": "consistency_qualtrics__directory", "resource_type": "test", "package_name": "qualtrics_integration_tests", "path": "consistency/consistency_qualtrics__directory.sql", "original_file_path": "tests/consistency/consistency_qualtrics__directory.sql", "unique_id": "test.qualtrics_integration_tests.consistency_qualtrics__directory", "fqn": ["qualtrics_integration_tests", "consistency", "consistency_qualtrics__directory"], "alias": "consistency_qualtrics__directory", "checksum": {"name": "sha256", "checksum": "e8430f57aaeaaaa09cc4cb61d918b3a0cf3954d3ea8d1d5d5e62dd05338f37ce"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"tags": "fivetran_validations", "enabled": false}, "created_at": 1768514433.3349948, "relation_name": null, "raw_code": "{{ config(\n tags=\"fivetran_validations\",\n enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\nwith prod as (\n select\n {{ dbt_utils.star(from=ref('qualtrics__directory')) }}\n from {{ target.schema }}_qualtrics_prod.qualtrics__directory\n),\n\ndev as (\n select\n {{ dbt_utils.star(from=ref('qualtrics__directory')) }}\n from {{ target.schema }}_qualtrics_dev.qualtrics__directory\n \n),\n\nprod_not_in_dev as (\n -- rows from prod not found in dev\n select * from prod\n except distinct\n select * from dev\n),\n\ndev_not_in_prod as (\n -- rows from dev not found in prod\n select * from dev\n except distinct\n select * from prod\n),\n\nfinal as (\n select\n *,\n 'from prod' as source\n from prod_not_in_dev\n\n union all -- union since we only care if rows are produced\n\n select\n *,\n 'from dev' as source\n from dev_not_in_prod\n)\n\nselect *\nfrom final", "doc_blocks": [], "language": "sql", "refs": [{"name": "qualtrics__directory", "package": null, "version": null}, {"name": "qualtrics__directory", "package": null, "version": null}], "sources": [], "metrics": [], "functions": [], "depends_on": {"macros": ["macro.dbt_utils.star"], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.qualtrics_integration_tests.row_count_qualtrics__directory": [{"database": "postgres", "schema": "public_dbt_test__audit", "name": "row_count_qualtrics__directory", "resource_type": "test", "package_name": "qualtrics_integration_tests", "path": "integrity/row_count_qualtrics__directory.sql", "original_file_path": "tests/integrity/row_count_qualtrics__directory.sql", "unique_id": "test.qualtrics_integration_tests.row_count_qualtrics__directory", "fqn": ["qualtrics_integration_tests", "integrity", "row_count_qualtrics__directory"], "alias": "row_count_qualtrics__directory", "checksum": {"name": "sha256", "checksum": "413e37cc1bbce3ad581904ccee5ae32ba67cdc4373c5e6753aa95a3a11565b00"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"tags": "fivetran_validations", "enabled": false}, "created_at": 1768514433.3436558, "relation_name": null, "raw_code": "{{ config(\n tags=\"fivetran_validations\",\n enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\nwith source as (\n select \n count(*) as row_count,\n count(distinct id) as directory_ids \n from {{ source('qualtrics', 'directory') }}\n),\n\nmodel as (\n\n select\n count(*) as row_count,\n count(distinct directory_id) as directory_ids \n from {{ ref('qualtrics__directory') }}\n),\n\ncomparison as (\n select\n source.row_count as source_row_count,\n source.directory_ids as source_directory_ids,\n model.row_count as model_row_count,\n model.directory_ids as model_directory_ids\n from source\n cross join model\n)\n\nselect *\nfrom comparison\nwhere \n source_row_count != model_row_count\n or source_directory_ids != model_directory_ids", "doc_blocks": [], "language": "sql", "refs": [{"name": "qualtrics__directory", "package": null, "version": null}], "sources": [["qualtrics", "directory"]], "metrics": [], "functions": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.qualtrics_integration_tests.row_count_qualtrics__response": [{"database": "postgres", "schema": "public_dbt_test__audit", "name": "row_count_qualtrics__response", "resource_type": "test", "package_name": "qualtrics_integration_tests", "path": "integrity/row_count_qualtrics__response.sql", "original_file_path": "tests/integrity/row_count_qualtrics__response.sql", "unique_id": "test.qualtrics_integration_tests.row_count_qualtrics__response", "fqn": ["qualtrics_integration_tests", "integrity", "row_count_qualtrics__response"], "alias": "row_count_qualtrics__response", "checksum": {"name": "sha256", "checksum": "c7c61684d45079eff6fa96fa1c771cbc813f463a0195b7a310bc9e7ecce49293"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"tags": "fivetran_validations", "enabled": false}, "created_at": 1768514433.3515086, "relation_name": null, "raw_code": "{{ config(\n tags=\"fivetran_validations\",\n enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\nwith source as (\n select \n count(*) as row_count,\n count(distinct _fivetran_id) as response_ids \n from {{ source('qualtrics', 'question_response') }}\n),\n\nmodel as (\n\n select\n count(*) as row_count,\n count(distinct question_response_id) as response_ids \n from {{ ref('qualtrics__response') }}\n),\n\ncomparison as (\n select\n source.row_count as source_row_count,\n source.response_ids as source_response_ids,\n model.row_count as model_row_count,\n model.response_ids as model_response_ids\n from source\n cross join model\n)\n\nselect *\nfrom comparison\nwhere \n source_row_count != model_row_count\n or source_response_ids != model_response_ids", "doc_blocks": [], "language": "sql", "refs": [{"name": "qualtrics__response", "package": null, "version": null}], "sources": [["qualtrics", "question_response"]], "metrics": [], "functions": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.qualtrics_integration_tests.row_count_qualtrics__contact": [{"database": "postgres", "schema": "public_dbt_test__audit", "name": "row_count_qualtrics__contact", "resource_type": "test", "package_name": "qualtrics_integration_tests", "path": "integrity/row_count_qualtrics__contact.sql", "original_file_path": "tests/integrity/row_count_qualtrics__contact.sql", "unique_id": "test.qualtrics_integration_tests.row_count_qualtrics__contact", "fqn": ["qualtrics_integration_tests", "integrity", "row_count_qualtrics__contact"], "alias": "row_count_qualtrics__contact", "checksum": {"name": "sha256", "checksum": "9512230c6ef122eb1a210684bc1875c51314c105433249ab8294daceb8a7ec90"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"tags": "fivetran_validations", "enabled": false}, "created_at": 1768514433.3588312, "relation_name": null, "raw_code": "{{ config(\n tags=\"fivetran_validations\",\n enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\nwith source as (\n select \n count(*) as row_count,\n count(distinct id) as contact_ids \n from {{ source('qualtrics', 'contact') }}\n),\n\nmodel as (\n\n select\n count(*) as row_count,\n count(distinct contact_id) as contact_ids \n from {{ ref('qualtrics__contact') }}\n),\n\ncomparison as (\n select\n source.row_count as source_row_count,\n source.contact_ids as source_contact_ids,\n model.row_count as model_row_count,\n model.contact_ids as model_contact_ids\n from source\n cross join model\n)\n\nselect *\nfrom comparison\nwhere \n source_row_count != model_row_count\n or source_contact_ids != model_contact_ids", "doc_blocks": [], "language": "sql", "refs": [{"name": "qualtrics__contact", "package": null, "version": null}], "sources": [["qualtrics", "contact"]], "metrics": [], "functions": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.qualtrics_integration_tests.row_count_qualtrics__survey": [{"database": "postgres", "schema": "public_dbt_test__audit", "name": "row_count_qualtrics__survey", "resource_type": "test", "package_name": "qualtrics_integration_tests", "path": "integrity/row_count_qualtrics__survey.sql", "original_file_path": "tests/integrity/row_count_qualtrics__survey.sql", "unique_id": "test.qualtrics_integration_tests.row_count_qualtrics__survey", "fqn": ["qualtrics_integration_tests", "integrity", "row_count_qualtrics__survey"], "alias": "row_count_qualtrics__survey", "checksum": {"name": "sha256", "checksum": "913b38db830b8835805f3084d96617b7ff73e7c942813a5b16a187fdf063b18f"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"tags": "fivetran_validations", "enabled": false}, "created_at": 1768514433.3659387, "relation_name": null, "raw_code": "{{ config(\n tags=\"fivetran_validations\",\n enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\nwith source as (\n select \n count(*) as row_count,\n count(distinct id) as survey_ids \n from {{ source('qualtrics', 'survey') }}\n),\n\nmodel as (\n\n select\n count(*) as row_count,\n count(distinct survey_id) as survey_ids \n from {{ ref('qualtrics__survey') }}\n),\n\ncomparison as (\n select\n source.row_count as source_row_count,\n source.survey_ids as source_survey_ids,\n model.row_count as model_row_count,\n model.survey_ids as model_survey_ids\n from source\n cross join model\n)\n\nselect *\nfrom comparison\nwhere \n source_row_count != model_row_count\n or source_survey_ids != model_survey_ids", "doc_blocks": [], "language": "sql", "refs": [{"name": "qualtrics__survey", "package": null, "version": null}], "sources": [["qualtrics", "survey"]], "metrics": [], "functions": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.qualtrics_integration_tests.row_count_qualtrics__distribution": [{"database": "postgres", "schema": "public_dbt_test__audit", "name": "row_count_qualtrics__distribution", "resource_type": "test", "package_name": "qualtrics_integration_tests", "path": "integrity/row_count_qualtrics__distribution.sql", "original_file_path": "tests/integrity/row_count_qualtrics__distribution.sql", "unique_id": "test.qualtrics_integration_tests.row_count_qualtrics__distribution", "fqn": ["qualtrics_integration_tests", "integrity", "row_count_qualtrics__distribution"], "alias": "row_count_qualtrics__distribution", "checksum": {"name": "sha256", "checksum": "e6a26685bb55dbdc393f6d5f04224db2c763f075324ee35b979de674d265c9c3"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"tags": "fivetran_validations", "enabled": false}, "created_at": 1768514433.373936, "relation_name": null, "raw_code": "{{ config(\n tags=\"fivetran_validations\",\n enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\nwith source as (\n select \n count(*) as row_count,\n count(distinct id) as distribution_ids \n from {{ source('qualtrics', 'distribution') }}\n),\n\nmodel as (\n\n select\n count(*) as row_count,\n count(distinct distribution_id) as distribution_ids \n from {{ ref('qualtrics__distribution') }}\n),\n\ncomparison as (\n select\n source.row_count as source_row_count,\n source.distribution_ids as source_distribution_ids,\n model.row_count as model_row_count,\n model.distribution_ids as model_distribution_ids\n from source\n cross join model\n)\n\nselect *\nfrom comparison\nwhere \n source_row_count != model_row_count\n or source_distribution_ids != model_distribution_ids", "doc_blocks": [], "language": "sql", "refs": [{"name": "qualtrics__distribution", "package": null, "version": null}], "sources": [["qualtrics", "distribution"]], "metrics": [], "functions": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}]}, "parent_map": {"seed.qualtrics_integration_tests.question": [], "seed.qualtrics_integration_tests.distribution_contact": [], "seed.qualtrics_integration_tests.directory_mailing_list": [], "seed.qualtrics_integration_tests.block": [], "seed.qualtrics_integration_tests.sub_question": [], "seed.qualtrics_integration_tests.survey": [], "seed.qualtrics_integration_tests.survey_version": [], "seed.qualtrics_integration_tests.distribution": [], "seed.qualtrics_integration_tests.survey_embedded_data": [], "seed.qualtrics_integration_tests.user": [], "seed.qualtrics_integration_tests.directory": [], "seed.qualtrics_integration_tests.directory_contact": [], "seed.qualtrics_integration_tests.core_contact": [], "seed.qualtrics_integration_tests.core_mailing_list": [], "seed.qualtrics_integration_tests.question_response": [], "seed.qualtrics_integration_tests.survey_response": [], "seed.qualtrics_integration_tests.question_option": [], "seed.qualtrics_integration_tests.block_question": [], "seed.qualtrics_integration_tests.contact_mailing_list_membership": [], "model.qualtrics.qualtrics__distribution": ["model.qualtrics.stg_qualtrics__core_mailing_list", "model.qualtrics.stg_qualtrics__directory_mailing_list", "model.qualtrics.stg_qualtrics__distribution", "model.qualtrics.stg_qualtrics__distribution_contact", "model.qualtrics.stg_qualtrics__user"], "model.qualtrics.qualtrics__directory": ["model.qualtrics.stg_qualtrics__directory", "model.qualtrics.stg_qualtrics__directory_contact", "model.qualtrics.stg_qualtrics__directory_mailing_list", "model.qualtrics.stg_qualtrics__distribution", "model.qualtrics.stg_qualtrics__distribution_contact"], "model.qualtrics.qualtrics__daily_breakdown": ["model.qualtrics.qualtrics__contact", "model.qualtrics.qualtrics__response", "model.qualtrics.stg_qualtrics__contact_mailing_list_membership", "model.qualtrics.stg_qualtrics__distribution_contact"], "model.qualtrics.qualtrics__contact": ["model.qualtrics.int_qualtrics__contacts", "model.qualtrics.stg_qualtrics__directory", "model.qualtrics.stg_qualtrics__distribution", "model.qualtrics.stg_qualtrics__distribution_contact", "model.qualtrics.stg_qualtrics__survey_response"], "model.qualtrics.qualtrics__response": ["model.qualtrics.int_qualtrics__contacts", "model.qualtrics.int_qualtrics__question", "model.qualtrics.int_qualtrics__responses", "model.qualtrics.int_qualtrics__survey_embedded_data", "model.qualtrics.stg_qualtrics__question_option", "model.qualtrics.stg_qualtrics__survey"], "model.qualtrics.qualtrics__survey": ["model.qualtrics.int_qualtrics__survey", "model.qualtrics.stg_qualtrics__question", "model.qualtrics.stg_qualtrics__survey_response"], "model.qualtrics.stg_qualtrics__directory_contact": ["model.qualtrics.stg_qualtrics__directory_contact_tmp"], "model.qualtrics.stg_qualtrics__core_contact": ["model.qualtrics.stg_qualtrics__core_contact_tmp"], "model.qualtrics.stg_qualtrics__survey": ["model.qualtrics.stg_qualtrics__survey_tmp"], "model.qualtrics.stg_qualtrics__distribution": ["model.qualtrics.stg_qualtrics__distribution_tmp"], "model.qualtrics.stg_qualtrics__directory_mailing_list": ["model.qualtrics.stg_qualtrics__directory_mailing_list_tmp"], "model.qualtrics.stg_qualtrics__core_mailing_list": ["model.qualtrics.stg_qualtrics__core_mailing_list_tmp"], "model.qualtrics.stg_qualtrics__sub_question": ["model.qualtrics.stg_qualtrics__sub_question_tmp"], "model.qualtrics.stg_qualtrics__question_option": ["model.qualtrics.stg_qualtrics__question_option_tmp"], "model.qualtrics.stg_qualtrics__survey_response": ["model.qualtrics.stg_qualtrics__survey_response_tmp"], "model.qualtrics.stg_qualtrics__user": ["model.qualtrics.stg_qualtrics__user_tmp"], "model.qualtrics.stg_qualtrics__question_response": ["model.qualtrics.stg_qualtrics__question_response_tmp"], "model.qualtrics.stg_qualtrics__question": ["model.qualtrics.stg_qualtrics__question_tmp"], "model.qualtrics.stg_qualtrics__block": ["model.qualtrics.stg_qualtrics__block_tmp"], "model.qualtrics.stg_qualtrics__directory": ["model.qualtrics.stg_qualtrics__directory_tmp"], "model.qualtrics.stg_qualtrics__contact_mailing_list_membership": ["model.qualtrics.stg_qualtrics__contact_mailing_list_membership_tmp"], "model.qualtrics.stg_qualtrics__block_question": ["model.qualtrics.stg_qualtrics__block_question_tmp"], "model.qualtrics.stg_qualtrics__survey_embedded_data": ["model.qualtrics.stg_qualtrics__survey_embedded_data_tmp"], "model.qualtrics.stg_qualtrics__survey_version": ["model.qualtrics.stg_qualtrics__survey_version_tmp"], "model.qualtrics.stg_qualtrics__distribution_contact": ["model.qualtrics.stg_qualtrics__distribution_contact_tmp"], "model.qualtrics.stg_qualtrics__directory_contact_tmp": ["source.qualtrics.qualtrics.directory_contact"], "model.qualtrics.stg_qualtrics__question_response_tmp": ["source.qualtrics.qualtrics.question_response"], "model.qualtrics.stg_qualtrics__question_option_tmp": ["source.qualtrics.qualtrics.question_option"], "model.qualtrics.stg_qualtrics__contact_mailing_list_membership_tmp": ["source.qualtrics.qualtrics.contact_mailing_list_membership"], "model.qualtrics.stg_qualtrics__distribution_contact_tmp": ["source.qualtrics.qualtrics.distribution_contact"], "model.qualtrics.stg_qualtrics__survey_embedded_data_tmp": ["source.qualtrics.qualtrics.survey_embedded_data"], "model.qualtrics.stg_qualtrics__survey_version_tmp": ["source.qualtrics.qualtrics.survey_version"], "model.qualtrics.stg_qualtrics__sub_question_tmp": ["source.qualtrics.qualtrics.sub_question"], "model.qualtrics.stg_qualtrics__directory_mailing_list_tmp": ["source.qualtrics.qualtrics.directory_mailing_list"], "model.qualtrics.stg_qualtrics__directory_tmp": ["source.qualtrics.qualtrics.directory"], "model.qualtrics.stg_qualtrics__block_tmp": ["source.qualtrics.qualtrics.block"], "model.qualtrics.stg_qualtrics__survey_response_tmp": ["source.qualtrics.qualtrics.survey_response"], "model.qualtrics.stg_qualtrics__survey_tmp": ["source.qualtrics.qualtrics.survey"], "model.qualtrics.stg_qualtrics__core_mailing_list_tmp": ["source.qualtrics.qualtrics.core_mailing_list"], "model.qualtrics.stg_qualtrics__core_contact_tmp": ["source.qualtrics.qualtrics.core_contact"], "model.qualtrics.stg_qualtrics__distribution_tmp": ["source.qualtrics.qualtrics.distribution"], "model.qualtrics.stg_qualtrics__block_question_tmp": ["source.qualtrics.qualtrics.block_question"], "model.qualtrics.stg_qualtrics__user_tmp": ["source.qualtrics.qualtrics.user"], "model.qualtrics.stg_qualtrics__question_tmp": ["source.qualtrics.qualtrics.question"], "model.qualtrics.int_qualtrics__contacts": ["model.qualtrics.stg_qualtrics__contact_mailing_list_membership", "model.qualtrics.stg_qualtrics__core_contact", "model.qualtrics.stg_qualtrics__directory_contact"], "model.qualtrics.int_qualtrics__question": ["model.qualtrics.stg_qualtrics__block", "model.qualtrics.stg_qualtrics__block_question", "model.qualtrics.stg_qualtrics__question", "model.qualtrics.stg_qualtrics__sub_question"], "model.qualtrics.int_qualtrics__responses": ["model.qualtrics.stg_qualtrics__question_response", "model.qualtrics.stg_qualtrics__survey_response"], "model.qualtrics.int_qualtrics__survey_embedded_data": ["model.qualtrics.stg_qualtrics__survey_embedded_data"], "model.qualtrics.int_qualtrics__survey": ["model.qualtrics.stg_qualtrics__survey", "model.qualtrics.stg_qualtrics__survey_version", "model.qualtrics.stg_qualtrics__user"], "test.qualtrics.not_null_stg_qualtrics__user_user_id.816e912ff9": ["model.qualtrics.stg_qualtrics__user"], "test.qualtrics.not_null_stg_qualtrics__survey_survey_id.2796651e04": ["model.qualtrics.stg_qualtrics__survey"], "test.qualtrics.not_null_stg_qualtrics__question_response__fivetran_id.6e47cc53d7": ["model.qualtrics.stg_qualtrics__question_response"], "test.qualtrics.not_null_stg_qualtrics__survey_response_response_id.864d3a83e3": ["model.qualtrics.stg_qualtrics__survey_response"], "test.qualtrics.not_null_stg_qualtrics__directory_directory_id.65413cdcf7": ["model.qualtrics.stg_qualtrics__directory"], "test.qualtrics.not_null_stg_qualtrics__distribution_distribution_id.6158e414ed": ["model.qualtrics.stg_qualtrics__distribution"], "test.qualtrics.not_null_stg_qualtrics__contact_mailing_list_membership_contact_lookup_id.32d4d7bbf5": ["model.qualtrics.stg_qualtrics__contact_mailing_list_membership"], "test.qualtrics.not_null_stg_qualtrics__core_mailing_list_mailing_list_id.344fbdd6dc": ["model.qualtrics.stg_qualtrics__core_mailing_list"], "source.qualtrics.qualtrics.user": [], "source.qualtrics.qualtrics.survey": [], "source.qualtrics.qualtrics.question": [], "source.qualtrics.qualtrics.question_response": [], "source.qualtrics.qualtrics.question_option": [], "source.qualtrics.qualtrics.survey_response": [], "source.qualtrics.qualtrics.sub_question": [], "source.qualtrics.qualtrics.survey_version": [], "source.qualtrics.qualtrics.survey_embedded_data": [], "source.qualtrics.qualtrics.block": [], "source.qualtrics.qualtrics.block_question": [], "source.qualtrics.qualtrics.directory": [], "source.qualtrics.qualtrics.directory_contact": [], "source.qualtrics.qualtrics.distribution": [], "source.qualtrics.qualtrics.distribution_contact": [], "source.qualtrics.qualtrics.directory_mailing_list": [], "source.qualtrics.qualtrics.contact_mailing_list_membership": [], "source.qualtrics.qualtrics.core_contact": [], "source.qualtrics.qualtrics.core_mailing_list": []}, "child_map": {"seed.qualtrics_integration_tests.question": [], "seed.qualtrics_integration_tests.distribution_contact": [], "seed.qualtrics_integration_tests.directory_mailing_list": [], "seed.qualtrics_integration_tests.block": [], "seed.qualtrics_integration_tests.sub_question": [], "seed.qualtrics_integration_tests.survey": [], "seed.qualtrics_integration_tests.survey_version": [], "seed.qualtrics_integration_tests.distribution": [], "seed.qualtrics_integration_tests.survey_embedded_data": [], "seed.qualtrics_integration_tests.user": [], "seed.qualtrics_integration_tests.directory": [], "seed.qualtrics_integration_tests.directory_contact": [], "seed.qualtrics_integration_tests.core_contact": [], "seed.qualtrics_integration_tests.core_mailing_list": [], "seed.qualtrics_integration_tests.question_response": [], "seed.qualtrics_integration_tests.survey_response": [], 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