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[SPARK-1406] Mllib pmml model export #3062

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[SPARK-1406] Mllib pmml model export #3062

wants to merge 48 commits into from

Commits on Oct 12, 2014

  1. export and pmml export traits 

    kmeans test implementation
    @selvinsource
    selvinsource committed Oct 12, 2014
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Commits on Oct 18, 2014

  1. added javadoc and export model type in case there is a need to support 

    other types of export (not just PMML)
    @selvinsource
    selvinsource committed Oct 18, 2014
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Commits on Oct 26, 2014

  1. added scala suite tests 

    added saveLocalFile to ModelExport trait
    @selvinsource
    selvinsource committed Oct 26, 2014
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Commits on Oct 27, 2014

  1. kmeans pmml export implementation

    @selvinsource
    selvinsource committed Oct 27, 2014
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Commits on Oct 29, 2014

  1. complete suite tests

    @selvinsource
    selvinsource committed Oct 29, 2014
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  2. adjust scala style in order to compile

    @selvinsource
    selvinsource committed Oct 29, 2014
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  3. Update LICENSE 

    added https://github.com/jpmml/jpmml-model library under BSD-style licenses
the library is used to export the mining model to the PMML format
    @selvinsource
    selvinsource committed Oct 29, 2014
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  4. Merge remote-tracking branch 'origin/master' into mllib_pmml_model_ex… 

    …port_SPARK-1406
    @selvinsource
    selvinsource committed Oct 29, 2014
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  5. fixed scala style to run tests

    @selvinsource
    selvinsource committed Oct 29, 2014
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Commits on Oct 30, 2014

  1. fixed cluster export

    @selvinsource
    selvinsource committed Oct 30, 2014
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Commits on Nov 5, 2014

  1. removed serialization part, this will be part of the ModelExporter 

    helper object
    @selvinsource
    selvinsource committed Nov 5, 2014
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  2. set it to private

    @selvinsource
    selvinsource committed Nov 5, 2014
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  3. set it to private

    @selvinsource
    selvinsource committed Nov 5, 2014
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  4. new helper object to serialize the models to pmml format

    @selvinsource
    selvinsource committed Nov 5, 2014
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  5. reordered the import accordingly to the guidelines

    @selvinsource
    selvinsource committed Nov 5, 2014
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  6. updated imports

    @selvinsource
    selvinsource committed Nov 5, 2014
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  7. added pmml version to pmml model 

    changed the copyright to spark
    @selvinsource
    selvinsource committed Nov 5, 2014
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  8. updated some commented tests to use the new ModelExporter object 

    reordered the imports
    @selvinsource
    selvinsource committed Nov 5, 2014
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  9. removed version, by default is set to 4.2 (latest from jpmml) 

    removed copyright
    @selvinsource
    selvinsource committed Nov 5, 2014
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Commits on Nov 28, 2014

  1. [SPARK-1406] added pmml export for LinearRegressionModel, 

    RidgeRegressionModel and LassoModel
    @selvinsource
    selvinsource committed Nov 28, 2014
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Commits on Nov 29, 2014

  1. Merge remote-tracking branch 'upstream/master' into mllib_pmml_model_… 

    …export_SPARK-1406
    @selvinsource
    selvinsource committed Nov 29, 2014
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  2. [SPARK-1406] Adjusted imported order according to the guidelines

    @selvinsource
    selvinsource committed Nov 29, 2014
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  3. [SPARK-1406] Added target field to the regression model for completeness 

    Adjusted unit test to deal with this change
    @selvinsource
    selvinsource committed Nov 29, 2014
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  4. [SPARK-1406] Fixed scala style

    @selvinsource
    selvinsource committed Nov 29, 2014
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Commits on Dec 7, 2014

  1. Merge remote-tracking branch 'upstream/master' into mllib_pmml_model_… 

    …export_SPARK-1406
    @selvinsource
    selvinsource committed Dec 7, 2014
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Commits on Dec 8, 2014

  1. [SPARK-1406] added linear SVM PMML export

    @selvinsource
    selvinsource committed Dec 8, 2014
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Commits on Dec 9, 2014

  1. added logistic regression

    @selvinsource
    selvinsource committed Dec 9, 2014
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Commits on Dec 13, 2014

  1. [SPARK-1406] Adjusted logistic regression export description and target 

    categories
    @selvinsource
    selvinsource committed Dec 13, 2014
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Commits on Feb 8, 2015

  1. Merge remote-tracking branch 'upstream/master' into mllib_pmml_model_… 

    …export_SPARK-1406
    @selvinsource
    selvinsource committed Feb 8, 2015
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  2. [SPARK-1406] Added a PMMLExportable interface 

    Restructured code in a new package mllib.pmml
Supported models implements the new PMMLExportable interface:
LogisticRegression, SVM, KMeansModel, LinearRegression, RidgeRegression,
Lasso
    @selvinsource
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  3. [SPARK-1406] Added PMMLExportable to supported models

    @selvinsource
    selvinsource committed Feb 8, 2015
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  4. [SPARK-1406] Fixed scala style

    @selvinsource
    selvinsource committed Feb 8, 2015
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Commits on Mar 1, 2015

  1. [SPARK-1406] Added export of pmml to distributed file system using the 

    spark context
    @selvinsource
    selvinsource committed Mar 1, 2015
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Commits on Apr 19, 2015

  1. Merge remote-tracking branch 'upstream/master' into 

    mllib_pmml_model_export_SPARK-1406

Conflicts:
	mllib/src/main/scala/org/apache/spark/mllib/clustering/KMeansModel.scala
    @selvinsource
    selvinsource committed Apr 19, 2015
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  2. fixed scala style

    @selvinsource
    selvinsource committed Apr 19, 2015
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  3. fixed scala issue

    @selvinsource
    selvinsource committed Apr 19, 2015
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Commits on Apr 20, 2015

  1. fix code style

    @mengxr
    mengxr committed Apr 20, 2015
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Commits on Apr 21, 2015

  1. Merge pull request #1 from mengxr/SPARK-1406 

    Update code style
    @selvinsource
    selvinsource committed Apr 21, 2015
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  2. more code style

    @mengxr
    mengxr committed Apr 21, 2015
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  3. Merge pull request #2 from mengxr/SPARK-1406 

    more code style
    @selvinsource
    selvinsource committed Apr 21, 2015
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  4. [SPARK-1406] Updated pmml model lib to 1.1.15, latest Java 6 compatible

    @selvinsource
    selvinsource committed Apr 21, 2015
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  5. [SPARK-1406] Exclude transitive dependency for pmml model

    @selvinsource
    selvinsource committed Apr 21, 2015
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  6. [SPARK-1406] Update code to latest pmml model

    @selvinsource
    selvinsource committed Apr 21, 2015
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Commits on Apr 25, 2015

  1. [SPARK-1406] Throw IllegalArgumentException when exporting a multinomial 

    logistic regression
    @selvinsource
    selvinsource committed Apr 25, 2015
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Commits on Apr 28, 2015

  1. [SPARK-1406] Binary classification for SVM and Logistic Regression

    @selvinsource
    selvinsource committed Apr 28, 2015
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  2. [SPARK-1406] Fixed extreme cases for logit

    @selvinsource
    selvinsource committed Apr 28, 2015
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Commits on Apr 29, 2015

  1. [SPARK-1406] Added Double Min and Max 

    Fixed scala style
    @selvinsource
    selvinsource committed Apr 29, 2015
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  2. [SPARK-1406] Update JPMML version to 1.1.15 in LICENSE file

    @selvinsource
    selvinsource committed Apr 29, 2015
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