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
- 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
- Add ability to limit number of flow runs "created" at one time - (e.g. similar to ThreadPoolExecutor max_workers)
- Tasks randomly stuck in running state even though completed.
- prefect-bitbucket docs need a yaml example
- "uq_task_run__flow_run_id_task_key_dynamic_key" contraint violation with multiple background workers
- Concurrency lease renewal always fails for flows in AwaitingRetry
- ModuleNotFoundError with Kubernetes Dask task runner
- Docs
- Python not yet supported