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Awesome List
The definitive list that answers "I want to do X in Python, which tool should I use?"
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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.
Task scheduling library for Python