Github user navis commented on the pull request:

    https://github.com/apache/spark/pull/6696#issuecomment-111772515
  
    The memory leakage caused the test fail was a existing bug in master 
branch. Currently, unsafe-based hash is released on 'next' call but if input is 
empty, it would not be called ever. 
    Now returns an empty iterator if input is empty.


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