GitHub user wangmiao1981 opened a pull request:

    https://github.com/apache/spark/pull/16464

    [SPARK-19066][SparkR]:SparkR LDA doesn't set optimizer correctly

    ## What changes were proposed in this pull request?
    
    spark.lda passes the optimizer "em" or "online" as a string to the backend. 
However, LDAWrapper doesn't set optimizer based on the value from R. Therefore, 
for optimizer "em", the `isDistributed` field is FALSE, which should be TRUE 
based on scala code.
    
    In addition, the `summary` method should bring back the results related to 
`DistributedLDAModel`.
    
    ## How was this patch tested?
    Manual tests by comparing with scala example.
    Modified the current unit test: fix the incorrect unit test and add 
necessary tests for `summary` method.

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

    $ git pull https://github.com/wangmiao1981/spark new

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

    https://github.com/apache/spark/pull/16464.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 #16464
    
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commit 277763614934aef2625274e2e55e7efe6eb4c2df
Author: wm...@hotmail.com <wm...@hotmail.com>
Date:   2017-01-03T23:26:28Z

    fix the optimizer bug

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