Github user rxin commented on the pull request:

    https://github.com/apache/spark/pull/6003#issuecomment-101064287
  
    Thanks. I finally had time to review this in detail. A few things we need:
    
    1. There are lot of branches for testing various input types. We should 
test those as well in tests.py. (Not in docstring tests).
    
    2. We should support the case where to_replace is just a dict, like Pandas 
does.
    
    3. Ideally, we should also support the case where to_replace is a tuple, 
and value is just a single value. The semantics is that for all values in 
to_replace, just replace it with value.
    



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