Orchestrate data quality checks for reliable data pipelines with Airflow.

About Airflow

Apache Airflow is the standard in open-source orchestration platforms which enable users to programmatically author, schedule, and monitor workflows. Data engineering teams use Airflow to create and orchestrate complex data pipelines as code in a highly-extensible and infinitely-scalable way.

How Soda integrates with Airflow

Orchestrate and run data quality checks at any time in your Airflow environment or data pipeline. Use checks to detect issues early, gain visibility into and across your pipelines, quarantine bad data and prevent it from contaminating your data pipelines and frustrating downstream consumers.

Integrate Apache Airflow with Soda to:

  • Orchestrate data quality checks directly from your DAGs
  • Write and automate custom quality checks using a SodaCL or SQL
  • Validate data with a CLI command using BashOperator or PythonOperator
integration information coming soon!
Soda x Airflow Integration Architecture
Access docs to learn how this integration works with Soda and follow a step-by-step technical guide to get started.

Run Soda Core checks with Airflow

Run Soda Core checks with Airflow

Read through the Astronomer documentation and learn how to orchestrate Soda Core data quality checks with your Airflow DAGs.
Check the DocsCheck the Docs

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