zero323 commented on a change in pull request #35296:
URL: https://github.com/apache/spark/pull/35296#discussion_r790685881



##########
File path: python/pyspark/pandas/generic.py
##########
@@ -904,6 +904,8 @@ def to_json(
 
         .. note:: output JSON format is different from pandas'. It always use 
`orient='records'`
             for its output. This behaviour might have to change in the near 
future.
+        
+        .. note:: If column have only NaN or Null values. The column well be 
deleted.

Review comment:
       So if I understand your correctly, it means either adding a keyword only 
argument
   
   ```python
       def to_json(
           self,
           ...,
           *,
           ignoreNullFields: bool = False,
           **options: Any,
       ) -> Optional[str]:
          ...
          options["ignoreNullFields"] = ignoreNullFields
   ```
   
   or patching the `options`
   
   ```python
       def to_json(
           self,
           ...,
           **options: Any,
       ) -> Optional[str]:
          ...
          if "ignoreNullFields" not in options:
              options["ignoreNullFields"] = False
   
   ```
   to ensure that output is consistent independent of `path`. 




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