Github user icexelloss commented on the issue:

    https://github.com/apache/spark/pull/19872
  
    @ueshin and @HyukjinKwon Thanks much for the review. I have addressed the 
latest comment.
    
    @ueshin I think UDAF that supports partial aggregation can be build on top 
of this. The questions you asked about UDAF interfaces are very good. I haven't 
thought them through. I think it will probably end up to be another API for 
define pandas UDF (has `update` `merge` `finalize` methods, for instance) and 
another physical plan. I think we can leave that for the future. Is there 
anything specific issue with regard to UDAF that supports partial aggregation 
that you want to address here?


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