Github user MLnick commented on the issue:

    https://github.com/apache/spark/pull/19715
  
    @huaxingao for posterity and recording purposes, could you post the 
performance comparison between the approach used here (of merging together all 
the probabilities into one array for `approxQuantile` vs computing separately) 
- you can post it on the JIRA.


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