HyukjinKwon commented on pull request #31735:
URL: https://github.com/apache/spark/pull/31735#issuecomment-791156444


   I am sorry I wasn't clear. I meant to compare how it works in regular Python 
UDF and the pandas UDFs. I would be great if we can use a similar approach for 
both. Furthermore, we will probably have to do it for `toPandas` and 
`createDataFrame` with Arrow optimization on. It should be best to think about 
these cases as well.


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