anew commented on code in PR #57412:
URL: https://github.com/apache/spark/pull/57412#discussion_r3633620869


##########
python/pyspark/pipelines/api.py:
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@@ -536,7 +536,9 @@ def create_auto_cdc_flow(
     apply_as_deletes: Optional[Union[str, Column]] = None,
     column_list: Optional[Union[List[str], List[Column]]] = None,
     except_column_list: Optional[Union[List[str], List[Column]]] = None,
-    stored_as_scd_type: Optional[Literal[1, "1"]] = None,
+    stored_as_scd_type: Optional[Literal[1, 2, "1", "2"]] = None,
+    track_history_column_list: Optional[Union[List[str], List[Column]]] = None,

Review Comment:
   The new track_history_* parameters are inserted before the
       existing name parameter in a public function that accepts positional 
arguments. Existing calls that
       pass name positionally now bind that string to 
track_history_column_list, then fail validation as
       “expected list[str] or list[Column]”. To preserve compatibility, keep 
name in its old positional slot
       and add the new parameters after it, ideally keyword-only:
   ```
       name: Optional[str] = None,
       *,
       track_history_column_list: Optional[...] = None,
       track_history_except_column_list: Optional[...] = None,
   ```
   



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