prefect
https://github.com/prefecthq/prefect
Python
Prefect is a workflow orchestration framework for building resilient data pipelines in Python.
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- Issues
- Unable to dynamically create a prefect deployment using flow_from_source from within a fastapi endpoint function
- Prefect UI can not see tasks when using DaskRunner
- PrefectDbtRunner not working when running in parallel tasks
- Tasks stuck in "Running" state with task.submit() pattern
- Flow Run Crashing Intermittently After Adding New Flow in Docker + UV + GCS Setup
- Flow run completed and tasks in "Running" state
- Prefect assigning too much cpu to flows
- kubernetes worker leaves flow runs in "pending" state
- concurrency lease duration of 1 day is an extremely limiting factor
- Tasks randomly stuck in running state even though completed.
- Docs
- Python not yet supported