Add `operator_args` `full_refresh` as a templated field #623

joppevos · 2023-10-24T09:44:39Z

Description

This allows you to full-refresh a model from the console.
Full-refresh/backfill is a common task. Using Airflow parameters makes this easy. Without this, you'd have to trigger a full deployment. In our setup, company analysts manage their models without needing to modify the DAG code. This empowers such users.

Example of usage:

with DAG(
        dag_id="jaffle",
        params={"full_refresh": Param(default=False, type="boolean")},
        render_template_as_native_obj=True
):
    task = DbtTaskGroup(
        operator_args={"full_refresh": "{{ params.get('full_refresh') }}", "install_deps": True},
    )

Related Issue(s)

Closes: #151

Breaking Change?

Checklist

I have made corresponding changes to the documentation (if required)
I have added tests that prove my fix is effective or that my feature works

netlify · 2023-10-24T09:44:44Z

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cosmos/operators/local.py

tatiana

Thanks for the change, @joppevos !
In addition to the comment inline, it would be great to add a test to confirm the value of template_fields for these operators.

joppevos · 2023-10-26T06:51:44Z

@tatiana thanks, I will follow up on the weekend

codecov · 2023-11-01T12:40:02Z

Codecov Report

All modified and coverable lines are covered by tests ✅

Comparison is base (188fe56) 92.66% compared to head (1fcca03) 92.67%.

Additional details and impacted files

@@           Coverage Diff           @@
##             main     #623   +/-   ##
=======================================
  Coverage   92.66%   92.67%           
=======================================
  Files          54       54           
  Lines        2210     2212    +2     
=======================================
+ Hits         2048     2050    +2     
  Misses        162      162

Files	Coverage Δ
cosmos/operators/local.py	`91.64% <100.00%> (+0.05%)`	⬆️

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📢 Have feedback on the report? Share it here.

tatiana

This looks great, @joppevos ! Thank you very much!

Remove print

tatiana · 2023-11-08T14:28:21Z

@joppevos, when you have a chance, please rebase the branch - and we'll get it merged.

This allows you to fully refresh a model from the console. Full-refresh/backfill is a common task. Using Airflow parameters makes this easy. Without this, you'd have to trigger an entire deployment. In our setup, company analysts manage their models without modifying the DAG code. This empowers such users. Example of usage: ```python with DAG( dag_id="jaffle", params={"full_refresh": Param(default=False, type="boolean")}, render_template_as_native_obj=True ): task = DbtTaskGroup( operator_args={"full_refresh": "{{ params.get('full_refresh') }}", "install_deps": True}, ) ``` Closes: #151

Update `DbtLocalBaseOperator` code to store `compiled_sql` prior to exception handling so that when a task fails, the `compiled_sql` can still be reviewed. In the process found and fixed a related bug where `compiled_sql` was being dropped on some operations due to the way that the `full_refresh` field was being added to the `template_fields`. Closes #369 Fixes bug introduced in #623 where compiled_sql was being lost in `DbtSeedLocalOperator` and `DbtRunLocalOperator` Co-authored-by: Andrew Greenburg <[email protected]>

Update `DbtLocalBaseOperator` code to store `compiled_sql` prior to exception handling so that when a task fails, the `compiled_sql` can still be reviewed. In the process found and fixed a related bug where `compiled_sql` was being dropped on some operations due to the way that the `full_refresh` field was being added to the `template_fields`. Closes #369 Fixes bug introduced in #623 where compiled_sql was being lost in `DbtSeedLocalOperator` and `DbtRunLocalOperator` Co-authored-by: Andrew Greenburg <[email protected]> (cherry picked from commit ee91ece)

@perttus

Features * Add ProfileMapping for Vertica by @perttus in #540 and #688 * Add support for Snowflake encrypted private key environment variable by @DanMawdsleyBA in #649 * Add support to select using (some) graph operators when using LoadMode.CUSTOM and LoadMode.DBT_MANIFEST by @tatiana in #728 * Add cosmos/propagate_logs Airflow config support for disabling log pr… by @agreenburg in #648 * Add operator_args full_refresh as a templated field by @joppevos in #623 * Expose environment variables and dbt variables in ProjectConfig by @jbandoro in #735 Enhancements * Make Pydantic an optional dependency by @pixie79 in #736 * Create a symbolic link to dbt_packages when dbt_deps is False when using LoadMode.DBT_LS by @DanMawdsleyBA in #730 * Support no profile_config for ExecutionMode.KUBERNETES and ExecutionMode.DOCKER by @MrBones757 and @tatiana in #681 and #731 * Add aws_session_token for Athena mapping by @benjamin-awd in #663 Others * Replace flake8 for Ruff by @joppevos in #743 * Reduce code complexity to 8 by @joppevos in #738 * Update conflict matrix between Airflow and dbt versions by @tatiana in #731 * Speed up integration tests by @jbandoro in #732

@perttus

Features * Add ProfileMapping for Vertica by @perttus in #540 and #688 * Add support for Snowflake encrypted private key environment variable by @DanMawdsleyBA in #649 * Add support to select using (some) graph operators when using LoadMode.CUSTOM and LoadMode.DBT_MANIFEST by @tatiana in #728 * Add cosmos/propagate_logs Airflow config support for disabling log pr… by @agreenburg in #648 * Add operator_args full_refresh as a templated field by @joppevos in #623 * Expose environment variables and dbt variables in ProjectConfig by @jbandoro in #735 Enhancements * Make Pydantic an optional dependency by @pixie79 in #736 * Create a symbolic link to dbt_packages when dbt_deps is False when using LoadMode.DBT_LS by @DanMawdsleyBA in #730 * Support no profile_config for ExecutionMode.KUBERNETES and ExecutionMode.DOCKER by @MrBones757 and @tatiana in #681 and #731 * Add aws_session_token for Athena mapping by @benjamin-awd in #663 Others * Replace flake8 for Ruff by @joppevos in #743 * Reduce code complexity to 8 by @joppevos in #738 * Update conflict matrix between Airflow and dbt versions by @tatiana in #731 * Speed up integration tests by @jbandoro in #732

@ivanstillfront

**Features** * Add `ProfileMapping` for Snowflake encrypted private key path by @ivanstillfront in #608 * Add support for Snowflake encrypted private key environment variable by @DanMawdsleyBA in #649 * Add `DbtDocsGCSOperator` for uploading dbt docs to GCS by @jbandoro in #616 * Add support to select using (some) graph operators when using `LoadMode.CUSTOM` and `LoadMode.DBT_MANIFEST` by @tatiana in #728 * Add cosmos/propagate_logs Airflow config support for disabling log propagation by @agreenburg in #648 * Add operator_args ``full_refresh`` as a templated field by @joppevos in #623 * Expose environment variables and dbt variables in ``ProjectConfig`` by @jbandoro in #735 **Enhancements** * Make Pydantic an optional dependency by @pixie79 in #736 * Create a symbolic link to `dbt_packages` when `dbt_deps` is False when using `LoadMode.DBT_LS` by @DanMawdsleyBA in #730 * Support no `profile_config` for `ExecutionMode.KUBERNETES` and `ExecutionMode.DOCKER` by @MrBones757 and @tatiana in #681 and #731 * Add `aws_session_token` for Athena mapping by @benjamin-awd in #663 **Others** * Replace flake8 for Ruff by @joppevos in #743 * Reduce code complexity to 8 by @joppevos in #738 * Update conflict matrix between Airflow and dbt versions by @tatiana in #731 * Speed up integration tests by @jbandoro in #732

@woogakoki

**Features** * Add new parsing method ``LoadMode.DBT_LS_FILE`` by @woogakoki in #733 ([documentation](https://astronomer.github.io/astronomer-cosmos/configuration/parsing-methods.html#dbt-ls-file)). * Add support to select using (some) graph operators when using ``LoadMode.CUSTOM`` and ``LoadMode.DBT_MANIFEST`` by @tatiana in #728 ([documentation](https://astronomer.github.io/astronomer-cosmos/configuration/selecting-excluding.html#using-select-and-exclude)) * Add support for dbt ``selector`` arg for DAG parsing by @jbandoro in #755, ([documentation](https://astronomer.github.io/astronomer-cosmos/configuration/render-config.html#render-config)). * Add ``ProfileMapping`` for Vertica by @perttus in #540, #688 and #741, as ([documentation](https://astronomer.github.io/astronomer-cosmos/profiles/VerticaUserPassword.html)). * Add ``ProfileMapping`` for Snowflake encrypted private key path by @ivanstillfront in #608, as ([documentation]( https://astronomer.github.io/astronomer-cosmos/profiles/SnowflakeEncryptedPrivateKeyFilePem.html)). * Add support for Snowflake encrypted private key environment variable by @DanMawdsleyBA in #649 * Add ``DbtDocsGCSOperator`` for uploading dbt docs to GCS by @jbandoro in #616, ([documentation](https://astronomer.github.io/astronomer-cosmos/configuration/generating-docs.html#upload-to-gcs)). * Add cosmos/propagate_logs Airflow config support for disabling log propagation by @agreenburg in #648, ([documentation](https://astronomer.github.io/astronomer-cosmos/configuration/logging.html)). * Add operator_args ``full_refresh`` as a templated field by @joppevos in #623 * Expose environment variables and dbt variables in ``ProjectConfig`` by @jbandoro in #735 ([documentation](https://astronomer.github.io/astronomer-cosmos/configuration/project-config.html#project-config-example)). * Support disabling event tracking when using Cosmos profile mapping by @jbandoro in #768, ([documentation](https://astronomer.github.io/astronomer-cosmos/profiles/index.html#disabling-dbt-event-tracking)). **Enhancements** * Make Pydantic an optional dependency by @pixie79 in #736 * Create a symbolic link to ``dbt_packages`` when ``dbt_deps`` is False when using ``LoadMode.DBT_LS`` by @DanMawdsleyBA in #730 * Add ``aws_session_token`` for Athena mapping by @benjamin-awd in #663 * Retrieve temporary credentials from ``conn_id`` for Athena by @octiva in #758 * Extend ``DbtDocsLocalOperator`` with static flag by @joppevos in #759 **Bug fixes** * Remove Pydantic upper version restriction so Cosmos can be used with Airflow 2.8 by @jlaneve in #772 **Others** * Replace flake8 for Ruff by @joppevos in #743 * Reduce code complexity to 8 by @joppevos in #738 * Speed up integration tests by @jbandoro in #732 * Fix README quickstart link in by @RNHTTR in #776 * Add package location to work with hatchling 1.19.0 by @jbandoro in #761 * Fix type check error in ``DbtKubernetesBaseOperator.build_env_args`` by @jbandoro in #766 * Improve ``DBT_MANIFEST`` documentation by @dwreeves in #757 * Update conflict matrix between Airflow and dbt versions by @tatiana in #731 and #779 * pre-commit updates in #775, #770, #762

@woogakoki

**Features** * Add new parsing method ``LoadMode.DBT_LS_FILE`` by @woogakoki in astronomer#733 ([documentation](https://astronomer.github.io/astronomer-cosmos/configuration/parsing-methods.html#dbt-ls-file)). * Add support to select using (some) graph operators when using ``LoadMode.CUSTOM`` and ``LoadMode.DBT_MANIFEST`` by @tatiana in astronomer#728 ([documentation](https://astronomer.github.io/astronomer-cosmos/configuration/selecting-excluding.html#using-select-and-exclude)) * Add support for dbt ``selector`` arg for DAG parsing by @jbandoro in astronomer#755, ([documentation](https://astronomer.github.io/astronomer-cosmos/configuration/render-config.html#render-config)). * Add ``ProfileMapping`` for Vertica by @perttus in astronomer#540, astronomer#688 and astronomer#741, as ([documentation](https://astronomer.github.io/astronomer-cosmos/profiles/VerticaUserPassword.html)). * Add ``ProfileMapping`` for Snowflake encrypted private key path by @ivanstillfront in astronomer#608, as ([documentation]( https://astronomer.github.io/astronomer-cosmos/profiles/SnowflakeEncryptedPrivateKeyFilePem.html)). * Add support for Snowflake encrypted private key environment variable by @DanMawdsleyBA in astronomer#649 * Add ``DbtDocsGCSOperator`` for uploading dbt docs to GCS by @jbandoro in astronomer#616, ([documentation](https://astronomer.github.io/astronomer-cosmos/configuration/generating-docs.html#upload-to-gcs)). * Add cosmos/propagate_logs Airflow config support for disabling log propagation by @agreenburg in astronomer#648, ([documentation](https://astronomer.github.io/astronomer-cosmos/configuration/logging.html)). * Add operator_args ``full_refresh`` as a templated field by @joppevos in astronomer#623 * Expose environment variables and dbt variables in ``ProjectConfig`` by @jbandoro in astronomer#735 ([documentation](https://astronomer.github.io/astronomer-cosmos/configuration/project-config.html#project-config-example)). * Support disabling event tracking when using Cosmos profile mapping by @jbandoro in astronomer#768, ([documentation](https://astronomer.github.io/astronomer-cosmos/profiles/index.html#disabling-dbt-event-tracking)). **Enhancements** * Make Pydantic an optional dependency by @pixie79 in astronomer#736 * Create a symbolic link to ``dbt_packages`` when ``dbt_deps`` is False when using ``LoadMode.DBT_LS`` by @DanMawdsleyBA in astronomer#730 * Add ``aws_session_token`` for Athena mapping by @benjamin-awd in astronomer#663 * Retrieve temporary credentials from ``conn_id`` for Athena by @octiva in astronomer#758 * Extend ``DbtDocsLocalOperator`` with static flag by @joppevos in astronomer#759 **Bug fixes** * Remove Pydantic upper version restriction so Cosmos can be used with Airflow 2.8 by @jlaneve in astronomer#772 **Others** * Replace flake8 for Ruff by @joppevos in astronomer#743 * Reduce code complexity to 8 by @joppevos in astronomer#738 * Speed up integration tests by @jbandoro in astronomer#732 * Fix README quickstart link in by @RNHTTR in astronomer#776 * Add package location to work with hatchling 1.19.0 by @jbandoro in astronomer#761 * Fix type check error in ``DbtKubernetesBaseOperator.build_env_args`` by @jbandoro in astronomer#766 * Improve ``DBT_MANIFEST`` documentation by @dwreeves in astronomer#757 * Update conflict matrix between Airflow and dbt versions by @tatiana in astronomer#731 and astronomer#779 * pre-commit updates in astronomer#775, astronomer#770, astronomer#762

This allows you to fully refresh a model from the console. Full-refresh/backfill is a common task. Using Airflow parameters makes this easy. Without this, you'd have to trigger an entire deployment. In our setup, company analysts manage their models without modifying the DAG code. This empowers such users. Example of usage: ```python with DAG( dag_id="jaffle", params={"full_refresh": Param(default=False, type="boolean")}, render_template_as_native_obj=True ): task = DbtTaskGroup( operator_args={"full_refresh": "{{ params.get('full_refresh') }}", "install_deps": True}, ) ``` Closes: astronomer#151

…stronomer#671) Update `DbtLocalBaseOperator` code to store `compiled_sql` prior to exception handling so that when a task fails, the `compiled_sql` can still be reviewed. In the process found and fixed a related bug where `compiled_sql` was being dropped on some operations due to the way that the `full_refresh` field was being added to the `template_fields`. Closes astronomer#369 Fixes bug introduced in astronomer#623 where compiled_sql was being lost in `DbtSeedLocalOperator` and `DbtRunLocalOperator` Co-authored-by: Andrew Greenburg <[email protected]>

@ivanstillfront

**Features** * Add `ProfileMapping` for Snowflake encrypted private key path by @ivanstillfront in astronomer#608 * Add support for Snowflake encrypted private key environment variable by @DanMawdsleyBA in astronomer#649 * Add `DbtDocsGCSOperator` for uploading dbt docs to GCS by @jbandoro in astronomer#616 * Add support to select using (some) graph operators when using `LoadMode.CUSTOM` and `LoadMode.DBT_MANIFEST` by @tatiana in astronomer#728 * Add cosmos/propagate_logs Airflow config support for disabling log propagation by @agreenburg in astronomer#648 * Add operator_args ``full_refresh`` as a templated field by @joppevos in astronomer#623 * Expose environment variables and dbt variables in ``ProjectConfig`` by @jbandoro in astronomer#735 **Enhancements** * Make Pydantic an optional dependency by @pixie79 in astronomer#736 * Create a symbolic link to `dbt_packages` when `dbt_deps` is False when using `LoadMode.DBT_LS` by @DanMawdsleyBA in astronomer#730 * Support no `profile_config` for `ExecutionMode.KUBERNETES` and `ExecutionMode.DOCKER` by @MrBones757 and @tatiana in astronomer#681 and astronomer#731 * Add `aws_session_token` for Athena mapping by @benjamin-awd in astronomer#663 **Others** * Replace flake8 for Ruff by @joppevos in astronomer#743 * Reduce code complexity to 8 by @joppevos in astronomer#738 * Update conflict matrix between Airflow and dbt versions by @tatiana in astronomer#731 * Speed up integration tests by @jbandoro in astronomer#732

@woogakoki

**Features** * Add new parsing method ``LoadMode.DBT_LS_FILE`` by @woogakoki in astronomer#733 ([documentation](https://astronomer.github.io/astronomer-cosmos/configuration/parsing-methods.html#dbt-ls-file)). * Add support to select using (some) graph operators when using ``LoadMode.CUSTOM`` and ``LoadMode.DBT_MANIFEST`` by @tatiana in astronomer#728 ([documentation](https://astronomer.github.io/astronomer-cosmos/configuration/selecting-excluding.html#using-select-and-exclude)) * Add support for dbt ``selector`` arg for DAG parsing by @jbandoro in astronomer#755, ([documentation](https://astronomer.github.io/astronomer-cosmos/configuration/render-config.html#render-config)). * Add ``ProfileMapping`` for Vertica by @perttus in astronomer#540, astronomer#688 and astronomer#741, as ([documentation](https://astronomer.github.io/astronomer-cosmos/profiles/VerticaUserPassword.html)). * Add ``ProfileMapping`` for Snowflake encrypted private key path by @ivanstillfront in astronomer#608, as ([documentation]( https://astronomer.github.io/astronomer-cosmos/profiles/SnowflakeEncryptedPrivateKeyFilePem.html)). * Add support for Snowflake encrypted private key environment variable by @DanMawdsleyBA in astronomer#649 * Add ``DbtDocsGCSOperator`` for uploading dbt docs to GCS by @jbandoro in astronomer#616, ([documentation](https://astronomer.github.io/astronomer-cosmos/configuration/generating-docs.html#upload-to-gcs)). * Add cosmos/propagate_logs Airflow config support for disabling log propagation by @agreenburg in astronomer#648, ([documentation](https://astronomer.github.io/astronomer-cosmos/configuration/logging.html)). * Add operator_args ``full_refresh`` as a templated field by @joppevos in astronomer#623 * Expose environment variables and dbt variables in ``ProjectConfig`` by @jbandoro in astronomer#735 ([documentation](https://astronomer.github.io/astronomer-cosmos/configuration/project-config.html#project-config-example)). * Support disabling event tracking when using Cosmos profile mapping by @jbandoro in astronomer#768, ([documentation](https://astronomer.github.io/astronomer-cosmos/profiles/index.html#disabling-dbt-event-tracking)). **Enhancements** * Make Pydantic an optional dependency by @pixie79 in astronomer#736 * Create a symbolic link to ``dbt_packages`` when ``dbt_deps`` is False when using ``LoadMode.DBT_LS`` by @DanMawdsleyBA in astronomer#730 * Add ``aws_session_token`` for Athena mapping by @benjamin-awd in astronomer#663 * Retrieve temporary credentials from ``conn_id`` for Athena by @octiva in astronomer#758 * Extend ``DbtDocsLocalOperator`` with static flag by @joppevos in astronomer#759 **Bug fixes** * Remove Pydantic upper version restriction so Cosmos can be used with Airflow 2.8 by @jlaneve in astronomer#772 **Others** * Replace flake8 for Ruff by @joppevos in astronomer#743 * Reduce code complexity to 8 by @joppevos in astronomer#738 * Speed up integration tests by @jbandoro in astronomer#732 * Fix README quickstart link in by @RNHTTR in astronomer#776 * Add package location to work with hatchling 1.19.0 by @jbandoro in astronomer#761 * Fix type check error in ``DbtKubernetesBaseOperator.build_env_args`` by @jbandoro in astronomer#766 * Improve ``DBT_MANIFEST`` documentation by @dwreeves in astronomer#757 * Update conflict matrix between Airflow and dbt versions by @tatiana in astronomer#731 and astronomer#779 * pre-commit updates in astronomer#775, astronomer#770, astronomer#762

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joppevos changed the title ~~Add template fields~~ Make full_fresh templated field Oct 25, 2023

tatiana reviewed Oct 25, 2023

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tatiana added this to the 1.3.0 milestone Oct 31, 2023

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joppevos added 3 commits November 8, 2023 15:23

Add template fields for full_refresh

00f1f18

Remove print

Inherit templates from parent class

20f6a23

Remove full_refresh from testOperator

057f3b4

joppevos and others added 2 commits November 8, 2023 15:28

Create unittest to check expectations

1ae5adb

🎨 [pre-commit.ci] Auto format from pre-commit.com hooks

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joppevos force-pushed the add-templating-for-profiles_args branch from e719253 to 2a7d2c3 Compare November 8, 2023 14:30

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tatiana changed the title ~~Make full_fresh templated field~~ Add operator_args full_refresh as a templated field Nov 8, 2023

tatiana merged commit 9cd46d2 into astronomer:main Nov 8, 2023
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agreenburg mentioned this pull request Nov 14, 2023

Store compiled_sql even when task fails (fixes issue #369) #671

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2 tasks

tatiana mentioned this pull request Dec 7, 2023

Release 1.3.0a3 #753

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dwreeves mentioned this pull request Dec 8, 2023

Support individual model runs (2 possible implementations) #754

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tatiana mentioned this pull request Jan 4, 2024

Release 1.3.0 #781

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joppevos deleted the add-templating-for-profiles_args branch January 29, 2024 11:11

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Add `operator_args` `full_refresh` as a templated field #623

Add `operator_args` `full_refresh` as a templated field #623

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Add operator_args full_refresh as a templated field #623

Add operator_args full_refresh as a templated field #623

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tatiana commented Nov 8, 2023

Add `operator_args` `full_refresh` as a templated field #623

Add `operator_args` `full_refresh` as a templated field #623

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