Github user HyukjinKwon commented on a diff in the pull request:

    https://github.com/apache/spark/pull/19872#discussion_r161503314
  
    --- Diff: python/pyspark/sql/udf.py ---
    @@ -111,6 +111,10 @@ def returnType(self):
                     and not isinstance(self._returnType_placeholder, 
StructType):
                 raise ValueError("Invalid returnType: returnType must be a 
StructType for "
                                  "pandas_udf with function type GROUP_MAP")
    +        elif self.evalType == PythonEvalType.SQL_PANDAS_GROUP_AGG_UDF \
    +                and isinstance(self._returnType_placeholder, (StructType, 
ArrayType)):
    --- End diff --
    
    Hm .. i think we don't support `MapType` too?


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