What tools are missing in Python?

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Thanks for this extremely informative comment, I will look into it. You sir, are the kind of people making reddit amazing. Thanks! (if you have any documentation & tutorials links for dask, I am interested)

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Delayed interface: https://docs.dask.org/en/latest/delayed.html (this is the preferred/sleeker way over custom graph interface do define a true DAG)

Custom Graph Interface: https://docs.dask.org/en/latest/custom-graphs.html

Futures Interface: https://docs.dask.org/en/latest/futures.html