Orchestrate your dbt projects in Airflow

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  • License: Apache Software License
  • Author: Astronomer
  • Tags airflow, apache-airflow, astronomer, dags, dbt
  • Requires: Python >=3.8
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Project description

https://raw.githubusercontent.com/astronomer/astronomer-cosmos/main/docs/_static/cosmos-logo.svg

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Run your dbt Core projects as Apache Airflow DAGs and Task Groups with a few lines of code. Benefits include:

  • Run dbt projects against Airflow connections instead of dbt profiles

  • Native support for installing and running dbt in a virtual environment to avoid dependency conflicts with Airflow

  • Run tests immediately after a model is done to catch issues early

  • Utilize Airflow’s data-aware scheduling to run models immediately after upstream ingestion

  • Turn each dbt model into a task/task group complete with retries, alerting, etc.

Quickstart

Check out the Getting Started guide on our docs. See more examples at /dev/dags and at the cosmos-demo repo.

Example Usage

You can render a Cosmos Airflow DAG using the DbtDag class. Here’s an example with the jaffle_shop project:

https://github.com/astronomer/astronomer-cosmos/blob/24aa38e528e299ef51ca6baf32f5a6185887d432/dev/dags/basic_cosmos_dag.py#L1-L42

This will generate an Airflow DAG that looks like this:

/docs/_static/jaffle_shop_dag.png

Community

  • Join us on the Airflow Slack at #airflow-dbt

Changelog

We follow Semantic Versioning for releases. Check CHANGELOG.rst for the latest changes.

Contributing Guide

All contributions, bug reports, bug fixes, documentation improvements, enhancements are welcome.

A detailed overview an how to contribute can be found in the Contributing Guide.

As contributors and maintainers to this project, you are expected to abide by the Contributor Code of Conduct.

License

Apache License 2.0

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Avatar for iancmoritz from gravatar.com iancmoritz Avatar for jlaneve from gravatar.com jlaneve Avatar for tati_alchueyr from gravatar.com tati_alchueyr

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  • License: Apache Software License
  • Author: Astronomer
  • Tags airflow, apache-airflow, astronomer, dags, dbt
  • Requires: Python >=3.8
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Release history Release notifications | RSS feed

1.7.1

1.7.1a3 pre-release

1.7.1a2 pre-release

1.7.1a1 pre-release

1.7.0

1.7.0a1 pre-release

1.6.1a1 pre-release

1.6.0

1.6.0a8 pre-release

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1.5.1

1.5.1a3 pre-release

1.5.1a2 pre-release

1.5.1a1 pre-release

1.5.0

1.5.0rc2 pre-release

This version

1.5.0rc1 pre-release

1.5.0a9 pre-release

1.5.0a8 pre-release

1.5.0a7 pre-release

1.5.0a6 pre-release

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1.4.2

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1.4.0

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1.0.5

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1.0.1

1.0.0

0.7.5

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0.7.1

0.7.0 yanked

Reason this release was yanked:

broken google cloud connection, use 0.7.1 instead

0.7.0rc2 pre-release

0.7.0rc1 pre-release

0.6.8 yanked

Reason this release was yanked:

not working, need to investigate

0.6.8a1 pre-release

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0.6.6

0.6.5

0.6.4

0.6.2

0.6.1

0.6.0

0.6.0.dev0 pre-release

0.5.2

0.5.1

0.5.1.dev0 pre-release

0.5.0 yanked

Reason this release was yanked:

Temporarily yanked as we work through concurrent runs

0.4.2

0.4.1

0.4.0

0.3.2

0.3.1

0.3.0

0.2.1

0.2.0

0.1.2

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0.0.6.dev2 pre-release

0.0.5

0.0.4 yanked

Reason this release was yanked:

Pre-alpha test release

0.0.3 yanked

Reason this release was yanked:

Pre-alpha test release

0.0.2 yanked

Reason this release was yanked:

Pre-alpha test release

0.0.1 yanked

Reason this release was yanked:

Pre-alpha test release

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