HyukjinKwon commented on code in PR #48770:
URL: https://github.com/apache/spark/pull/48770#discussion_r1835636736


##########
sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/expressions/PythonUDF.scala:
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@@ -169,6 +148,23 @@ case class PythonUDAF(
 
   override protected def withNewChildrenInternal(newChildren: 
IndexedSeq[Expression]): PythonUDAF =
     copy(children = newChildren)
+
+  override def checkInputDataTypes(): TypeCheckResult = {

Review Comment:
   ```python
   import pandas as pd
   
   from pyspark.sql.functions import pandas_udf
   
   df = spark.createDataFrame(
       [(1, 1.0), (1, 2.0), (2, 3.0), (2, 5.0), (2, 10.0)],
       ("id", "v"))
   
   # Declare the function and create the UDF
   @pandas_udf("double")
   def mean_udf(v: pd.Series) -> float:
       return v.mean()
   
   df.select(mean_udf(df['v'])).show()
   ```



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