mengxr commented on issue #24643: [SPARK-26412][PySpark][SQL] Allow Pandas UDF 
to take an iterator of pd.Series or an iterator of tuple of pd.Series
URL: https://github.com/apache/spark/pull/24643#issuecomment-501900960
 
 
   @icexelloss I'm not sure if we should claim "execute once per partition" 
semantic even it is currently implemented this way. UDFs are on the logical 
side while per-partition execution is on the physical side. It should be the 
same result if we split the partition into two can call the new UDF twice. I'm 
assuming the map function is deterministic here.

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