Github user colorant commented on the pull request:

    https://github.com/apache/spark/pull/1499#issuecomment-50296194
  
    I observe that a groupby case is much slower ( several times? )  with this 
manager than the hash based one. not sure is there anything need to tune, but 
the data set I run is pretty small so should not have much thing to tune. 


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