Github user JoshRosen commented on the issue:

    https://github.com/apache/spark/pull/13456
  
    LGTM. I'm going to merge this in for now so that we can divide-and-conquer 
on perf. improvement work. Let's deal with any additional feedback in followups.
    
    I'm also going to merge this into `branch-2.0` so that PRs which update the 
benchmark results don't merge conflict as easily when cherry-picking them for 
2.0.


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