Github user dongjoon-hyun commented on the issue:

    https://github.com/apache/spark/pull/19726
  
    @HyukjinKwon . For upgrading `sphinx` version, we can upgrade the minimal 
version from 
[1.2](https://github.com/apache/spark/blob/master/python/docs/conf.py#L26) to 
1.6.6. We had better upgrade in another issue because we may need to consider 
Jenkins worker environments. Or, is it safe if I do that here?


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