Github user bavardage commented on the issue:

    https://github.com/apache/spark/pull/21794
  
    yep fair - the intent I think was clarity rather than necessarily perf: 
it's misleading to have a method named 'nan safe' which has no special handling 
of nans. I'll look at opening a different PR which could increase clarity/may 
have minor perf benefit.


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