HyukjinKwon commented on a change in pull request #22807: 
[SPARK-25811][PySpark] Raise a proper error when unsafe cast is detected by 
PyArrow
URL: https://github.com/apache/spark/pull/22807#discussion_r249626135
 
 

 ##########
 File path: python/pyspark/sql/tests/test_pandas_udf.py
 ##########
 @@ -197,6 +197,64 @@ def foofoo(x, y):
             ).collect
         )
 
+    def test_pandas_udf_detect_unsafe_type_conversion(self):
+        from distutils.version import LooseVersion
+        import pandas as pd
+        import numpy as np
+        import pyarrow as pa
+
+        values = [1.0] * 3
+        pdf = pd.DataFrame({'A': values})
+        df = self.spark.createDataFrame(pdf).repartition(1)
 
 Review comment:
   sorry if I missed something. Why should we repartition?

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