airflow
https://github.com/apache/airflow
Python
Apache Airflow - A platform to programmatically author, schedule, and monitor workflows
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- Issues
- Not all zombies are caused by missed heartbeat
- default_args feature incompatible with Dynamic Task Mapping
- Enable implicit dependencies for declared setup/teardown tasks
- Ensure setup and teardown at both DAG and TG scope run in the right order
- Ensure no tasks are run until setup completes
- Ensure teardown doesn't run until all other tasks complete
- Ensure teardown does run even when a task fails
- Ensure no scoped tasks including teardown are run if setup fails
- Ensure tasks in DAG scope can run after setup even when a dependent TG has an unfinished setup
- AIP-44 Migrate TaskInstance._run_raw_task to Internal API
- Docs
- Python not yet supported