Github user HyukjinKwon commented on the issue:

    https://github.com/apache/spark/pull/21659
  
    @mengxr, thanks for reporting it. This will probably related with 
`functools.wraps`'s behaviour between Python 2 and 3. Python 3 copies its 
signature and Python 2 doesn't. Let me make a progress here if we don't get a 
response for a quite long time.
    
    FWIW, I believe the API documentation fixes in spark-website can be 
orthogonally progressed.


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