Github user HyukjinKwon commented on the issue:

    https://github.com/apache/spark/pull/14102
  
    @yhuai the commits I pushed include the changes below:
    
    - Reverts the changes in `JSONOptions` about `columnNameOfCorruptRecord` 
https://github.com/apache/spark/pull/14102#discussion_r71095725.
    - Changes  `skipFieldNameIfExists` to `convertField` with documentations 
https://github.com/apache/spark/pull/14102#discussion_r71096761.
    - Adds `convertValue` for `null` checking so, the weird dirty comparison 
https://github.com/apache/spark/pull/14102#discussion_r71097210 was removed.
    - Adds a example for 
https://github.com/apache/spark/pull/14102#discussion_r71096571
    - Corrects style nits.


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