airflow
https://github.com/apache/airflow
Python
Apache Airflow - A platform to programmatically author, schedule, and monitor workflows
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- Issues
- Consistent approach for sensitive value masking in CLIs
- Implement access control for Execution API (variables, connections, XComs)
- AF3 TriggerDagRunOperator / DagRunTriggerException should support run_after
- Links broken in `Templates` doc
- Add REST API to Refresh / Reload DAG Bundle Without Restart
- Add more automation for breaking provider changes
- Airflow stops scheduling dagruns for other dags if stale dags are not deactivated
- Add an option to stop backfill automatically if one dag has failed
- Run lowest deps checks that include lowest version of cross-provider deps as well
- Cross-communication between Airflow components differs in Airflow2 and Airflow3
- Docs
- Python not yet supported