GitHub user yinxusen opened a pull request:

    https://github.com/apache/spark/pull/11203

    [SPARK-13036][SPARK-13318][SPARK-13319] Add save/load for feature.py

    Add save/load for feature.py. Meanwhile, add save/load for 
`ElementwiseProduct` in Scala side and fix a bug of missing `setDefault` in 
`VectorSlicer`.
    
    In this PR I ignore the `RFormula` and `RFormulaModel` because its Scala 
implementation is pending in https://github.com/apache/spark/pull/9884. I'll 
add them in this PR if https://github.com/apache/spark/pull/9884 gets merged 
first. Or add a follow-up JIRA for `RFormula`.

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

    $ git pull https://github.com/yinxusen/spark SPARK-13036

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

    https://github.com/apache/spark/pull/11203.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 #11203
    
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commit f7b9f6ce59ed6ff6bdce1c64fd2412ebcdf8bbc3
Author: Xusen Yin <[email protected]>
Date:   2016-02-14T06:18:50Z

    add ElementwiseProduct save/load

commit 38eb277e5ade3fb595ff8fd1ffdcc68453f35f9b
Author: Xusen Yin <[email protected]>
Date:   2016-02-14T08:39:39Z

    push first part

commit 9aba28381c3ec8b2df361aefe9a4e291df1e257c
Author: Xusen Yin <[email protected]>
Date:   2016-02-15T00:19:24Z

    save/load for feature part2

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