ML with the Astro Cloud IDE
Use tutorials and guides to make the most out of Airflow and Astronomer.
Customize Extra Links
Learn how to add operator extra links using the AirflowExtraLinkPlugin.
Custom XCom backends
Use this tutorial to learn how to set up a custom XCom backend in AWS, GCP, Azure or MinIO.
Use SQL check operators
Learn how to use the QLColumnCheckOperator, SQLTableCheckOperator and SQLCheckOperator.
Use the Astro Python SDK
Write an ETL pipeline for Amazon S3 and Snowflake with the Astro SDK.
Use the ExternalPythonOperator
Learn how to run a Snowpark query in a virtual Python environment using the ExternalPythonOperator in Airflow.
Write DAG documentation
Use Apache Airflow's built-in documentation features to generate documentation for your DAGs in the Airflow UI.
Develop with PyCharm
Integrate the Astro CLI with PyCharm for local development.
Develop with VS Code
Integrate the Astro CLI with VS Code for local Airflow development.
Microsoft Teams Notifications
Configure notifications in Microsoft teams for DAG runs and tasks using Airflow callbacks.