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Following #3003 and #3006, and the now long-forgotten promises I made, here is the parallel_map function making it into utils! This way we can now very easily apply transforms to the library in a parallel way (in Py3) while remaining compatible with Py2.
This also converts
absubmit
to use the new util. Expect updates to #3006 as well!