GitHub user srowen opened a pull request:

    https://github.com/apache/spark/pull/9736

    [SPARK-11530] [MLLIB] Return eigenvalues with PCA model

    Add `computePrincipalComponentsAndVariance` to also compute PCA's explained 
variance.
    
    CC @mengxr 

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

    $ git pull https://github.com/srowen/spark SPARK-11530

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

    https://github.com/apache/spark/pull/9736.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 #9736
    
----
commit e0b26c4adcfc09135c5bac99d56952d419656e96
Author: Sean Owen <[email protected]>
Date:   2015-11-16T13:10:48Z

    Add computePrincipalComponentsAndVariance to also compute PCA's explained 
variance

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