GitHub user sethah opened a pull request:

    https://github.com/apache/spark/pull/10231

    [SPARK-12182][ML] Distributed binning for trees in spark.ml

    This PR changes the `findSplits` method in spark.ml to perform split 
calculations on the workers. This PR is meant to copy 
[PR-8246](https://github.com/apache/spark/pull/8246) which added the same 
feature for MLlib. 

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

    $ git pull https://github.com/sethah/spark SPARK-12182

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

    https://github.com/apache/spark/pull/10231.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 #10231
    
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commit 16d936eafa3a93ea6d22fdee60441eabb86a3c65
Author: sethah <[email protected]>
Date:   2015-12-08T23:08:32Z

    distributed findsplits for spark ml

commit 2a4383332ff4670500a9ce55c79e88c0c9d067ec
Author: sethah <[email protected]>
Date:   2015-12-09T00:17:34Z

    removing helper function

commit 8f06b3415553b78bf3d73259750439e9319d5fdb
Author: sethah <[email protected]>
Date:   2015-12-09T22:18:15Z

    type ascription for splits

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