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Please keep the discussion on the mailing list rather than commenting on the wiki (wiki discussions get unwieldy fast).
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This would have the advantage that users can keep on using the current APIs. On the other hand, state would likely need to be deserialized completely on the JobManager and then split or merged via the user-specified function, then serialized again, and send to the tasks. This would mean that the JobManager would not be able continue treating user state as black boxes.