Github user maropu commented on the issue:

    https://github.com/apache/spark/pull/21288
  
    Thanks for the check! btw, `DataSourceReadBenchmark` has the same issue 
(`spark.master` setup), so is it ok to fix this as follow-up? 
    
https://github.com/apache/spark/compare/master...maropu:FixDataSourceReadBenchmark
    Also, I update the bench on `r3.xlarge`.


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