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It can be implemented via sample family of functions from StatsBase. Example implementation with sklearn-like interface is here. If it's okay I can make a PR; what holds me from it is that I'm a newcomer and may have just missed an already existing and obvious way to do it.
EDIT: also a nice addition would be to support several arrays simultaneously -- I'll work on this if it's accepted to be useful.