GitHub user hhbyyh opened a pull request:

    https://github.com/apache/spark/pull/12106

    [SPARK-14322] [MLlib] Use treeReduce instead of reduce in OnlineLDAOptimizer

    ## What changes were proposed in this pull request?
    
    OnlineLDAOptimizer uses RDD.reduce in two places where it could use 
treeReduce. This can cause scalability issues. This should be an easy fix.
    
    ## How was this patch tested?
    unit tests
    


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

    $ git pull https://github.com/hhbyyh/spark ldaTreeReduce

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

    https://github.com/apache/spark/pull/12106.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 #12106
    
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commit 38cf0f3cc90d09435f12ad86021469eff32985db
Author: Yuhao Yang <[email protected]>
Date:   2016-04-01T03:17:43Z

    change reduce to treeReduce for lda

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