airflow
https://github.com/apache/airflow
Python
Apache Airflow - A platform to programmatically author, schedule, and monitor workflows
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- Issues
- Scheduler crashes with DetachedInstanceError in `adopt_or_reset_orphaned_tasks` — `repr(ti)` lazy-loads `state` on a detached TaskInstance
- Secrets masker: non-string values are not redacted when the key name is sensitive
- Pre-populate a suggested Partition Key when manually triggering temporal partitioned DAGs
- Enable Presets to pre-load parameters for the same DAG
- Deferred sensors with soft_fail=True lack parity skip on non-timeout failures
- Multi-Team: list endpoints return resources from all teams regardless of user's team
- Speed up clearing downstream tasks on large Dags
- Store executor callback DagRun references in the database
- Add cluster-wide config to override per-pool include_deferred filed
- A way to switch create_cron_data_interval=true back to 2.x run_id logic
- Docs
- Python not yet supported