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Posted to reviews@spark.apache.org by holdenk <gi...@git.apache.org> on 2018/04/26 19:09:53 UTC
[GitHub] spark pull request #21172: [SPARK-23120][PYSPARK][ML][WIP] Add basic PMML ex...
GitHub user holdenk opened a pull request:
https://github.com/apache/spark/pull/21172
[SPARK-23120][PYSPARK][ML][WIP] Add basic PMML export support to PySpark
## What changes were proposed in this pull request?
Adds basic PMML export support for Spark ML stages to PySpark as was previously done in Scala. Includes LinearRegressionModel as the first stage to implement.
## How was this patch tested?
Doctest, the main testing work for this is on the Scala side. (TODO holden add the unittest once I finish locally).
You can merge this pull request into a Git repository by running:
$ git pull https://github.com/holdenk/spark SPARK-23120-add-pmml-export-support-to-pyspark
Alternatively you can review and apply these changes as the patch at:
https://github.com/apache/spark/pull/21172.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 #21172
----
commit 8cbef82f64f4a8774cd796c487f4d2efb1492f12
Author: Holden Karau <ho...@...>
Date: 2018-04-26T19:02:33Z
Add basic PMML export support to PySpark ML pipeline elements with LinearRegressionModel as the first implementation
----
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[GitHub] spark issue #21172: [SPARK-23120][PYSPARK][ML][WIP] Add basic PMML export su...
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[GitHub] spark issue #21172: [SPARK-23120][PYSPARK][ML][WIP] Add basic PMML export su...
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[GitHub] spark issue #21172: [SPARK-23120][PYSPARK][ML] Add basic PMML export support...
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Here's a pointer to another PySpark-to-PMML conversion tool: https://github.com/jpmml/pyspark2pmml
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* This patch passes all tests.
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* `class LinearRegressionModel(JavaModel, JavaPredictionModel, GeneralJavaMLWritable, JavaMLReadable):`
* `class GeneralMLWriter(MLWriter):`
* `class GeneralJavaMLWriter(JavaMLWriter):`
* `class GeneralJavaMLWritable(JavaMLWritable):`
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