Github user chenghao-intel commented on the pull request:

    https://github.com/apache/spark/pull/6790#issuecomment-150103961
  
    Actually @marmbrus and I have a discussion on this long time ago, the 
conclusion was we'd better to consider the worst case, to avoid the OOM, the 
default `0.2` probably is too aggressive, though it works perfect for most of 
the cases.
    See https://github.com/apache/spark/pull/4199 
    
    And for now, I think we probably will have better solution for the 
cost-based optimization in https://issues.apache.org/jira/browse/SPARK-9850 
finished.
    
    So I suggest to close this PR.



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