Github user WeichenXu123 commented on the issue:

    https://github.com/apache/spark/pull/20806
  
    @viirya ok. but there're already a class in ML use 
`TypedImperativeAggregator`, see `Summarizer`.
    
    And do you benchmark and compare this PR and `df.rdd.treeAggregate`?
    Seems they're almost the same. Is there some difference which can make 
remarkable performance improvement ?


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