airflow
https://github.com/apache/airflow
Python
Apache Airflow - A platform to programmatically author, schedule, and monitor workflows
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- Issues
- Decouple Cadwyn (FastAPI/Starlette) hard dependencies from the Airflow Task SDK installation
- Helm Chart: dag_bundle_config_list changes roll every Airflow component, even though only the dag-processor consumes the value
- Clear task state for all TI if `clear_on_success` set when dag run is cleared
- [Airflow 3 / Task SDK] Heartbeat 404 "Task Instance not found" after ~12h run; supervisor SERVER_TERMINATED (SIGKILL); retry sees 409 while TI still running
- Improve error messages for Snowflake operators to include query and context
- Java-based task and dag level callbacks
- Google provider: support universe_domain via connection extras
- edit items in Admin
- Expose queued_dttm on RuntimeTaskInstance for listener hooks
- Fix None-valued OTel span attributes in triggerer
- Docs
- Python not yet supported