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In its current state this may have helped partially but hit a new case I have previously not seen:
The more common version prior to the changes here was:
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The custom processing caused
ReduceSchedulingErrorinstances which seemed to be more frequent with more complex workloads. Switch todask.distributed.as_completedinstead, which does not run into these issues based on my testing.