luigi
https://github.com/spotify/luigi
Python
Luigi is a Python module that helps you build complex pipelines of batch jobs. It handles dependency resolution, workflow management, visualization etc. It also comes with Hadoop support built in.
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- Issues
- signal only works in main thread of the main interpreter
- SVG visualisation breaks on dependencies between tasks with the same name
- "Object of type ... is not JSON serializable" when ListParameters of Task instances
- See task workflow for indefinite time
- int values to FloatParameter crashes worker
- UnconsumedParameterWarning: 'no_configure_logging'
- task collection scheme seems to invalidate `batch_method=sum`
- Race Condition possibility
- The 'defaults' parameter in python logging configure does not support in luigi.
- SQLAlchemy 2.0 not supported when task history enabled
- Docs
- Python not yet supported