Github user henrify commented on the issue:

    https://github.com/apache/spark/pull/19943
  
    @dongjoon-hyun Thank you for testing the split methods. If anything the 
benchmark results look couple of percent slower now? Oh well, at least it is 
good to know that your code is as fast as it can be!
    
    I have no further ideas how performance could possibly be improved. Just 
many thanks to you and all reviewers for your hard work on this PR!


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