Github user jkbradley commented on the pull request:

    https://github.com/apache/spark/pull/2868#issuecomment-61173555
  
    I agree it probably only used 2 executors since there were only 2 
partitions for the data.  (I think reduceByKey uses the same partitioner by 
default.)
    
    I think it'd be good to include now, to be used more in the future with 
other optimizations & for dumping trees to disk, as you point out.
    
    Thanks for running more tests!  Please let me know when it's ready for a 
final pass.


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