It appears that when a custom partitioner is applied in a groupBy
operation, it is not propagated through subsequent non-shuffle operations.
Is this intentional? Is there any way to carry custom partitioning through
maps?

I've uploaded a gist that exhibits the behavior.
https://gist.github.com/BrianLondon/c3c3355d1971971f3ec6

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