Github user jkbradley commented on the issue:

    https://github.com/apache/spark/pull/18281
  
    @holdenk Some of those improvements on handling parallelism sounds useful, 
but I'd prefer we merge this and then add more improvements.  This PR should be 
a strict improvement there (moving from no parallelism to some potential for 
parallelism).
    
    Do people have more comments before this is merged?


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