GitHub user Krimit opened a pull request:

    https://github.com/apache/spark/pull/16811

    [SPARK-17629][ML] methods to return synonyms directly

    ## What changes were proposed in this pull request?
    provide methods to return synonyms directly, without wrapping them in a 
dataframe
    
    In performance sensitive applications (such as user facing apis) the 
roundtrip to and from dataframes is costly and unnecessary
    
    The name for these methods is tricky. If anyone has a better suggestion 
than ``findSynonymsLocal``, I'm happy to hear it
    ## How was this patch tested?
    
    existing word2vec tests 


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

    $ git pull https://github.com/Krimit/spark w2vFindSynonymsLocal

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

    https://github.com/apache/spark/pull/16811.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 #16811
    
----
commit 51c260dbf9b0f85d24f8a313dd692763e1cdfb09
Author: Asher Krim <[email protected]>
Date:   2017-02-05T20:05:32Z

    provide methods to return synonyms directly, without wrapping them in a 
dataframe
    
    In performance sensitive applications (such as user facing apis) the 
roundtrip to and from dataframes is costly and unnecessary

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