Github user wesm commented on the issue:

    https://github.com/apache/spark/pull/15821
  
    Related to this we'll also want to be able to precisely instrument and 
benchmark the Dataset <-> Arrow conversion -- @icexelloss suggested might be 
able to push down the conversion into the executors instead of doing all the 
work in the driver, but I'm not sure how feasible that is


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