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For a very different approach, check out make-booster:

https://github.com/david-a-wheeler/make-booster

Make-booster provides utility routines intended to greatly simplify data processing (particularly a data pipeline) using GNU make. It includes some mechanisms specifically to help Python, as well as general-purpose mechanisms that can be useful in any system. In particular, it helps reliably reproduce results, and it automatically determines what needs to run and runs only that (producing a significant speedup in most cases). Released as open source software.



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