Github user HyukjinKwon commented on the issue:

    https://github.com/apache/spark/pull/20900
  
    The issue itself here (SPARK-23645) describes kwargs arguments support in 
both UDF and Pandas UDF on calling side. Seems not working but the fix looks 
going to be quite invasive and big. So, I suggested to fix the documentation 
for now. Maybe, we should revisit in the future. Let's monitor mailing list and 
JIRAs.
    
    https://github.com/apache/spark/pull/20900#issuecomment-376356469 with 
https://github.com/apache/spark/pull/20900#issuecomment-376357750 is a separate 
issue about partial functions and callable objects in Pandas UDF, I found 
during review.



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