As I tested in local mode,with or without partitionBy, the throughputs are quit 
different, I saw partitionBy dramatically low down the throughput. That 
surprised me, as I thought partitionBy may cause  higher latency but should do 
nothing with throughput. Is that normal or I should check my test?

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