Github user HyukjinKwon commented on the issue:

    https://github.com/apache/spark/pull/18945
  
    Hey @logannc, let's don't make it complicated for now and go with their 
ways first - https://github.com/apache/spark/pull/18945#discussion_r134033952 
and https://github.com/apache/spark/pull/18945#discussion_r134925269.
    
    Maybe we can make a followup later with some small benchmark results for 
the performance one and precision concern (I guess this one is not a regression 
BTW?). I think we should first match it with when 
`spark.sql.execution.arrow.enable` is enabled.


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