srowen commented on pull request #30392:
URL: https://github.com/apache/spark/pull/30392#issuecomment-729039906


   I suppose the potential overhead of treeReduce is that it may proceed in 
several phases, whereas reduce does it in one pass. If the executor-side reduce 
is unnecessary because there's one element, by the same token, does it take any 
time? I'd think it just returns the single element.


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