Github user WangTaoTheTonic commented on the pull request: https://github.com/apache/spark/pull/1106#issuecomment-54928936 @markhamstra Thanks for pointing out the shuffle problem. I tested and the result proved that you are right on this. As for the keeping not alive workers question, I thought the filter will create a copy of workers so decided to filter in iteration. It is a time-space tradeoff. Now since the worker HashSet should be transfered to Seq before shuffle, we could put filter before shuffle as you said.
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