Yikun commented on a change in pull request #35706:
URL: https://github.com/apache/spark/pull/35706#discussion_r818303909



##########
File path: python/pyspark/pandas/series.py
##########
@@ -992,8 +993,10 @@ def map(self, arg: Union[Dict, Callable]) -> "Series":
 
         Parameters
         ----------
-        arg : function or dict
+        arg : function, dict, or pd.Series

Review comment:
       ```suggestion
           arg : function, dict or pd.Series
   ```

##########
File path: python/pyspark/pandas/series.py
##########
@@ -976,9 +976,10 @@ def cov(self, other: "Series", min_periods: Optional[int] 
= None) -> float:
         else:
             return sdf.select(F.covar_samp(*sdf.columns)).head(1)[0][0]
 
-    # TODO: arg should support Series
     # TODO: NaN and None

Review comment:
       I guess this `TODO` can also be removed

##########
File path: python/pyspark/pandas/series.py
##########
@@ -992,8 +993,10 @@ def map(self, arg: Union[Dict, Callable]) -> "Series":
 
         Parameters
         ----------
-        arg : function or dict
+        arg : function, dict, or pd.Series
             Mapping correspondence.
+        na_action :
+            If ‘ignore’, propagate NA values, without passing them to the 
mapping correspondence.

Review comment:
       ```suggestion
               If `ignore`, propagate NA values, without passing them to the 
mapping correspondence.
   ```
   
   super nits: Looks it's c-p from pandas, but I think "`" it more better.




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