Github user cloud-fan commented on the issue:

    https://github.com/apache/spark/pull/13906
  
    Some more thoughts about it: Currently we only execute `Project` locally if 
the underlying relation is `LocalRelation`. Is it possible that we can also 
execute `Aggregate` locally?  If it's too hard I'm ok to handle empty relation 
first.


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