In general the approximate distribution may not be known in advance, though
for the problem I'm currently working on it is.

If it is known in advance, I can just create binning in a custom
partitioner, right?

I was looking at the TotalOrderPartitioner and sampling documentation, but I
wasn't sure how to take samples from the f(value) values.

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