devin-petersohn commented on code in PR #54516:
URL: https://github.com/apache/spark/pull/54516#discussion_r2872719147


##########
python/pyspark/pandas/frame.py:
##########
@@ -4827,15 +4827,14 @@ def shift(self, periods: int = 1, fill_value: 
Optional[Any] = None) -> "DataFram
             lambda psser: psser._shift(periods, fill_value), 
should_resolve=True
         )
 
-    # TODO(SPARK-46161): axis should support 1 or 'columns' either at this 
moment
     def diff(self, periods: int = 1, axis: Axis = 0) -> "DataFrame":
         """
         First discrete difference of element.
 
         Calculates the difference of a DataFrame element compared with another 
element in the
         DataFrame (default is the element in the same column of the previous 
row).
 
-        .. note:: the current implementation of diff uses Spark's Window 
without
+        .. note:: When ``axis=0``, the current implementation of diff uses 
Spark's Window without

Review Comment:
   Filed here: https://issues.apache.org/jira/browse/SPARK-55792



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