HyukjinKwon commented on a change in pull request #33876:
URL: https://github.com/apache/spark/pull/33876#discussion_r699814247



##########
File path: python/pyspark/sql/pandas/conversion.py
##########
@@ -336,10 +338,12 @@ def createDataFrame(self, data, schema=None, 
samplingRatio=None, verifySchema=Tr
                         "has been set to false.\n  %s" % str(e))
                     warnings.warn(msg)
                     raise
-        data = self._convert_from_pandas(data, schema, timezone)
+
+        should_localize = not self._is_timestamp_ntz_preferred()

Review comment:
       I think I called it here to make `_convert_from_pandas` indenependent 
from `SparkSession`. `_convert_from_pandas` doesn't have any reference of 
`self` ... but looks like I overthought too much ... let me call it there.




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