Github user gatorsmile commented on the issue:

    https://github.com/apache/spark/pull/20428
  
    Had an offline discussion with @sameeragarwal and @cloud-fan . To be 
consistent with the other APIs, we would propose to make the above changes. 
    
    The major question is about the current name of `Pandas UDAF` when we 
supporting partial aggregate. 
    
    Also cc @rxin @ueshin  @HyukjinKwon @icexelloss @BryanCutler 


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