HyukjinKwon commented on a change in pull request #35296:
URL: https://github.com/apache/spark/pull/35296#discussion_r790700066



##########
File path: python/pyspark/pandas/generic.py
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@@ -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:
       We could add a note like you can omit NaN or Null in JSON output by 
`ignoreNullFields` set to `True` which is a default behaivour of PySpark's JSON 
writer.




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