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[CHORE] Implement dispatcher for intermediate ops and streaming sink #3238

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@colin-ho colin-ho commented Nov 6, 2024

In the streaming physical writes PR, we introduced a dispatcher trait, which allows a blocking sink to define how to distribute work across workers: #2992, i.e. partitioned by hash, round robin, etc.

This PR enables intermediate ops and streaming sinks to use dispatcher as well. In the future, we can add a unordered dispatcher which allows workers to accept input on demand instead of round robin.

Stacked on #3235

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