Yikun commented on a change in pull request #32431:
URL: https://github.com/apache/spark/pull/32431#discussion_r800587645



##########
File path: python/pyspark/sql/dataframe.py
##########
@@ -2911,6 +2911,37 @@ def freqItems(
             support = 0.01
         return DataFrame(self._jdf.stat().freqItems(_to_seq(self._sc, cols), 
support), self.sql_ctx)
 
+    def withColumns(self, colsMap: Dict[str, Column]) -> "DataFrame":

Review comment:
       Yep, that means for now, we only allow:
   ```python
   withColumns({"col1": col1, "col2": col2})
   ```
   in future, we can also enable kwargs to allow:
   ```python
   # With args and kwargs
   withColumns({"col1": col1, "col2": col2}, col3=col3)
   # With only kwargs
   withColumns(col4=col4)
   ```
   
   If no objection, I will update to *colsMap in this PR.




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