HyukjinKwon commented on a change in pull request #35296:
URL: https://github.com/apache/spark/pull/35296#discussion_r790349225



##########
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:
       There's `ignoreNullFields` option to control this behaviour. If pandas 
writes both in JSON, we will have to set this as `False` by default, and 
document this.




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