GitHub user yinxusen opened a pull request:

    https://github.com/apache/spark/pull/11266

    [SPARK-13038][SPARK-13388][PySpark] Add load/save to pipeline and change it 
to use the Scala implementation

    ## What changes were proposed in this pull request?
    
    JIRA issues:
    
    - https://issues.apache.org/jira/browse/SPARK-13038
    - https://issues.apache.org/jira/browse/SPARK-13388
    
    
    ## How was the patch tested?
    
    The patch is tested with Python doctest. I remove the original unit test 
for Pipeline and PipelineModel since the `MockEstimator` and `MockTransformer` 
are not suitable to use in Pipeline now because they have no Java Object.


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

    $ git pull https://github.com/yinxusen/spark SPARK-13038

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

    https://github.com/apache/spark/pull/11266.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 #11266
    
----
commit 9c3bf463d975b3175d4edaf5c09dd3691f2348b6
Author: Xusen Yin <[email protected]>
Date:   2016-02-16T22:31:15Z

    split pipeline with base classes

commit f9198233169ee7f35af18161195914f0f7733c4f
Author: Xusen Yin <[email protected]>
Date:   2016-02-19T06:53:16Z

    add save load for Pipeline and change it to depend on Spark side

commit b55bc606531ac55529c857314a5e8db9ab2fe24b
Author: Xusen Yin <[email protected]>
Date:   2016-02-19T07:52:49Z

    add PipelineModel save load

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