Github user AnthonyTruchet commented on the issue:

    https://github.com/apache/spark/pull/16038
  
    Maybe we could have a live talk/chat this evening Paris time / Morning West 
Coast time?
    
    If I'm not mistaken both  #16037 and this change fix the issue at two 
different levels.
    * #16037 consider the the is specific to ML and that we can & should work 
around it in MLlib
    * This change consider the root cause is an inefficiency of treeAggregate 
in core whose fix would enable a better fix in MLlib. I updated this PR to 
reflect this.
    
    I might have misunderstood your comment 
    https://github.com/apache/spark/pull/15905#pullrequestreview-8844854


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