Github user yucai commented on the issue:

    https://github.com/apache/spark/pull/22847
  
    @cloud-fan @gatorsmile How about merging this PR first? And then we can 
dissuss those performance issue in other PR?
    1. One PR to improve WideTableBenchmark #22823 WIP.
    2. One PR to add more tests in WideTableBenchmark.
    3. If we can figure out good split threshold based on 2, another PR to 
update that value.


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