GitHub user zero323 opened a pull request:

    https://github.com/apache/spark/pull/16792

    [SPARK-19453][PYTHON][SQL][DOC] Correct and extend DataFrame.replace 
docstring

    ## What changes were proposed in this pull request?
    
    - Provides correct description of the semantics of a `dict` argument passed 
as `to_replace`.
    - Describes type requirements for collection arguments.
    - Describes behavior with `to_replace: List[T]` and `value: T`
    
    ## How was this patch tested?
    
    Manual testing, documentation build.

You can merge this pull request into a Git repository by running:

    $ git pull https://github.com/zero323/spark SPARK-19453

Alternatively you can review and apply these changes as the patch at:

    https://github.com/apache/spark/pull/16792.patch

To close this pull request, make a commit to your master/trunk branch
with (at least) the following in the commit message:

    This closes #16792
    
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commit 132b165d312b263827c9a47527ce9bf00ac68c68
Author: zero323 <[email protected]>
Date:   2017-02-01T23:51:05Z

    Clarify DataFrame.replace behavior with dict as to_replace

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