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Add the ability to pin a stage to a worker #3149

@jtfmumm

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@jtfmumm

Sometimes users might want to be able to control where a stage of the pipeline is executed. For example, if they are using a local_key_by to create local aggregations and want the final aggregation to take place on a particular machine.

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