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Posted to reviews@spark.apache.org by selvinsource <gi...@git.apache.org> on 2015/11/01 17:25:13 UTC
[GitHub] spark pull request: [SPARK-7272] [MLLIB] PMML export for Logistic ...
GitHub user selvinsource opened a pull request:
https://github.com/apache/spark/pull/9397
[SPARK-7272] [MLLIB] PMML export for Logistic Regression Multiclass Classification
You can merge this pull request into a Git repository by running:
$ git pull https://github.com/selvinsource/spark mllib_pmml_model_export_SPARK-11401
Alternatively you can review and apply these changes as the patch at:
https://github.com/apache/spark/pull/9397.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 #9397
----
commit 615d70ba2d87b0f795efda2928522073c188e1c4
Author: Vincenzo Selvaggio <vs...@hotmail.it>
Date: 2015-11-01T11:23:53Z
[SPARK-11401] [MLLIB] added support for multiclass logistic regression,
generalized classification pmml model export to support both multiclass
and binary classification
commit 6079cf8f80674390699d9774559479bfc25c54e8
Author: Vincenzo Selvaggio <vs...@hotmail.it>
Date: 2015-11-01T12:44:28Z
[SPARK-11401] [MLLIB] Fixed scala style
commit 14a4c8dc19d3e523e6f96a4afe7569de9341af43
Author: Vincenzo Selvaggio <vs...@hotmail.it>
Date: 2015-11-01T12:53:26Z
[SPARK-11401] [MLLIB] More scala style fixes
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[GitHub] spark pull request: [SPARK-11401] [MLLIB] PMML export for Logistic...
Posted by SparkQA <gi...@git.apache.org>.
Github user SparkQA commented on the pull request:
https://github.com/apache/spark/pull/9397#issuecomment-152946421
**[Test build #44801 has started](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/44801/consoleFull)** for PR 9397 at commit [`14a4c8d`](https://github.com/apache/spark/commit/14a4c8dc19d3e523e6f96a4afe7569de9341af43).
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[GitHub] spark pull request: [SPARK-11401] [MLLIB] PMML export for Logistic...
Posted by AmplabJenkins <gi...@git.apache.org>.
Github user AmplabJenkins commented on the pull request:
https://github.com/apache/spark/pull/9397#issuecomment-156550578
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[GitHub] spark pull request: [SPARK-11401] [MLLIB] PMML export for Logistic...
Posted by AmplabJenkins <gi...@git.apache.org>.
Github user AmplabJenkins commented on the pull request:
https://github.com/apache/spark/pull/9397#issuecomment-154217813
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[GitHub] spark pull request: [SPARK-11401] [MLLIB] PMML export for Logistic...
Posted by selvinsource <gi...@git.apache.org>.
Github user selvinsource commented on the pull request:
https://github.com/apache/spark/pull/9397#issuecomment-155203822
@dbtsai I don't think the issue with failed Spark test is to do with my code.
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[GitHub] spark pull request: [SPARK-11401] [MLLIB] PMML export for Logistic...
Posted by SparkQA <gi...@git.apache.org>.
Github user SparkQA commented on the pull request:
https://github.com/apache/spark/pull/9397#issuecomment-154872634
**[Test build #45306 has finished](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/45306/consoleFull)** for PR 9397 at commit [`7db2168`](https://github.com/apache/spark/commit/7db21687d2c39fa1bc85cf121481369489f7ed89).
* This patch **fails Spark unit tests**.
* This patch merges cleanly.
* This patch adds no public classes.
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[GitHub] spark pull request: [SPARK-11401] [MLLIB] PMML export for Logistic...
Posted by AmplabJenkins <gi...@git.apache.org>.
Github user AmplabJenkins commented on the pull request:
https://github.com/apache/spark/pull/9397#issuecomment-154872781
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[GitHub] spark pull request: [SPARK-11401] [MLLIB] PMML export for Logistic...
Posted by AmplabJenkins <gi...@git.apache.org>.
Github user AmplabJenkins commented on the pull request:
https://github.com/apache/spark/pull/9397#issuecomment-152945864
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[GitHub] spark pull request: [SPARK-11401] [MLLIB] PMML export for Logistic...
Posted by SparkQA <gi...@git.apache.org>.
Github user SparkQA commented on the pull request:
https://github.com/apache/spark/pull/9397#issuecomment-154858994
**[Test build #45306 has started](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/45306/consoleFull)** for PR 9397 at commit [`7db2168`](https://github.com/apache/spark/commit/7db21687d2c39fa1bc85cf121481369489f7ed89).
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[GitHub] spark pull request: [SPARK-11401] [MLLIB] PMML export for Logistic...
Posted by dbtsai <gi...@git.apache.org>.
Github user dbtsai commented on the pull request:
https://github.com/apache/spark/pull/9397#issuecomment-152945726
Jenkins, ok to test
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[GitHub] spark pull request: [SPARK-11401] [MLLIB] PMML export for Logistic...
Posted by SparkQA <gi...@git.apache.org>.
Github user SparkQA commented on the pull request:
https://github.com/apache/spark/pull/9397#issuecomment-154219713
**[Test build #45152 has started](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/45152/consoleFull)** for PR 9397 at commit [`63945b5`](https://github.com/apache/spark/commit/63945b5969708e1c76602a7b5752c96a5d5e2914).
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[GitHub] spark pull request: [SPARK-11401] [MLLIB] PMML export for Logistic...
Posted by SparkQA <gi...@git.apache.org>.
Github user SparkQA commented on the pull request:
https://github.com/apache/spark/pull/9397#issuecomment-156525635
**[Test build #45877 has started](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/45877/consoleFull)** for PR 9397 at commit [`96a19d6`](https://github.com/apache/spark/commit/96a19d660707d36c703e3f6559face4997f8c290).
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[GitHub] spark pull request: [SPARK-11401] [MLLIB] PMML export for Logistic...
Posted by SparkQA <gi...@git.apache.org>.
Github user SparkQA commented on the pull request:
https://github.com/apache/spark/pull/9397#issuecomment-154220124
**[Test build #45152 has finished](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/45152/consoleFull)** for PR 9397 at commit [`63945b5`](https://github.com/apache/spark/commit/63945b5969708e1c76602a7b5752c96a5d5e2914).
* This patch **fails Scala style tests**.
* This patch merges cleanly.
* This patch adds no public classes.
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[GitHub] spark pull request: [SPARK-11401] [MLLIB] PMML export for Logistic...
Posted by AmplabJenkins <gi...@git.apache.org>.
Github user AmplabJenkins commented on the pull request:
https://github.com/apache/spark/pull/9397#issuecomment-152948657
Test FAILed.
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[GitHub] spark pull request: [SPARK-11401] [MLLIB] PMML export for Logistic...
Posted by AmplabJenkins <gi...@git.apache.org>.
Github user AmplabJenkins commented on the pull request:
https://github.com/apache/spark/pull/9397#issuecomment-152948656
Merged build finished. Test FAILed.
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[GitHub] spark pull request: [SPARK-11401] [MLLIB] PMML export for Logistic...
Posted by selvinsource <gi...@git.apache.org>.
Github user selvinsource commented on the pull request:
https://github.com/apache/spark/pull/9397#issuecomment-153474883
Here the diff between the two files (BinaryClass vs Class):
http://www.mergely.com/w7ufbahQ/
Practically the difference between the Binary and the Class version is that instead of building two fixed regression tables (YES/NO), I create a Category Zero table (the one without the predictors) and as many regression tables as the number of the categories (numClasses-1).
The code, in case of numClasses = 2, does exactly what it was doing before in the BinaryClassificationPMMLModelExport class that I originally wrote.
My spark validator project confirms both Binary and Multiclass pmml export works fine:
https://github.com/selvinsource/spark-pmml-exporter-validator/tree/logistic_regression_multi_class
See sections:
Logistic Regression (Binary Classification)
Logistic Regression (Multiclass Classification)
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[GitHub] spark pull request: [SPARK-11401] [MLLIB] PMML export for Logistic...
Posted by dbtsai <gi...@git.apache.org>.
Github user dbtsai commented on the pull request:
https://github.com/apache/spark/pull/9397#issuecomment-153476162
okay. please fix fails MiMa tests. thanks.
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[GitHub] spark pull request: [SPARK-11401] [MLLIB] PMML export for Logistic...
Posted by AmplabJenkins <gi...@git.apache.org>.
Github user AmplabJenkins commented on the pull request:
https://github.com/apache/spark/pull/9397#issuecomment-154858791
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[GitHub] spark pull request: [SPARK-11401] [MLLIB] PMML export for Logistic...
Posted by SparkQA <gi...@git.apache.org>.
Github user SparkQA commented on the pull request:
https://github.com/apache/spark/pull/9397#issuecomment-152948609
**[Test build #44801 has finished](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/44801/consoleFull)** for PR 9397 at commit [`14a4c8d`](https://github.com/apache/spark/commit/14a4c8dc19d3e523e6f96a4afe7569de9341af43).
* This patch **fails MiMa tests**.
* This patch merges cleanly.
* This patch adds no public classes.
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[GitHub] spark issue #9397: [SPARK-11401] [MLLIB] PMML export for Logistic Regression...
Posted by rxin <gi...@git.apache.org>.
Github user rxin commented on the issue:
https://github.com/apache/spark/pull/9397
Thanks for the pull request. I'm going through a list of pull requests to cut them down since the sheer number is breaking some of the tooling we have. Due to lack of activity on this pull request, I'm going to push a commit to close it. Feel free to reopen it or create a new one.
@dbtsai there are a few pull requests that were waiting on your review. Can you revisit them even if they are closed?
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[GitHub] spark pull request: [SPARK-11401] [MLLIB] PMML export for Logistic...
Posted by AmplabJenkins <gi...@git.apache.org>.
Github user AmplabJenkins commented on the pull request:
https://github.com/apache/spark/pull/9397#issuecomment-154858799
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[GitHub] spark pull request: [SPARK-11401] [MLLIB] PMML export for Logistic...
Posted by AmplabJenkins <gi...@git.apache.org>.
Github user AmplabJenkins commented on the pull request:
https://github.com/apache/spark/pull/9397#issuecomment-154217836
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[GitHub] spark pull request: [SPARK-11401] [MLLIB] PMML export for Logistic...
Posted by AmplabJenkins <gi...@git.apache.org>.
Github user AmplabJenkins commented on the pull request:
https://github.com/apache/spark/pull/9397#issuecomment-154220133
Merged build finished. Test FAILed.
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[GitHub] spark pull request: [SPARK-11401] [MLLIB] PMML export for Logistic...
Posted by dbtsai <gi...@git.apache.org>.
Github user dbtsai commented on the pull request:
https://github.com/apache/spark/pull/9397#issuecomment-152946124
It's hard to see the changes with moving the file from `BinaryClassificationPMMLModelExport.scala` to `ClassificationPMMLModelExport.scala` Can you create an separate sub-task for moving the class name?
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[GitHub] spark pull request: [SPARK-11401] [MLLIB] PMML export for Logistic...
Posted by dbtsai <gi...@git.apache.org>.
Github user dbtsai commented on the pull request:
https://github.com/apache/spark/pull/9397#issuecomment-153905694
You need to add `ProblemFilters.exclude[MissingClassProblem]("org.apache.spark.mllib.pmml.export.BinaryClassificationPMMLModelExport")` into Mima in `project/` folder.
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[GitHub] spark pull request #9397: [SPARK-11401] [MLLIB] PMML export for Logistic Reg...
Posted by asfgit <gi...@git.apache.org>.
Github user asfgit closed the pull request at:
https://github.com/apache/spark/pull/9397
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[GitHub] spark pull request: [SPARK-11401] [MLLIB] PMML export for Logistic...
Posted by SparkQA <gi...@git.apache.org>.
Github user SparkQA commented on the pull request:
https://github.com/apache/spark/pull/9397#issuecomment-156550501
**[Test build #45877 has finished](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/45877/consoleFull)** for PR 9397 at commit [`96a19d6`](https://github.com/apache/spark/commit/96a19d660707d36c703e3f6559face4997f8c290).
* This patch **fails Spark unit tests**.
* This patch merges cleanly.
* This patch adds no public classes.
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[GitHub] spark pull request: [SPARK-11401] [MLLIB] PMML export for Logistic...
Posted by selvinsource <gi...@git.apache.org>.
Github user selvinsource commented on the pull request:
https://github.com/apache/spark/pull/9397#issuecomment-153905098
@dbtsai
how do I fix the following?
```
[info] spark-mllib: found 1 potential binary incompatibilities (filtered 51)
[error] * class org.apache.spark.mllib.pmml.export.BinaryClassificationPMMLModelExport does not have a correspondent in new version
[error] filter with: ProblemFilters.exclude[MissingClassProblem]("org.apache.spark.mllib.pmml.export.BinaryClassificationPMMLModelExport")
```
Not familiar with Mima.
Thanks.
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[GitHub] spark pull request: [SPARK-11401] [MLLIB] PMML export for Logistic...
Posted by AmplabJenkins <gi...@git.apache.org>.
Github user AmplabJenkins commented on the pull request:
https://github.com/apache/spark/pull/9397#issuecomment-156550579
Test FAILed.
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[GitHub] spark pull request: [SPARK-11401] [MLLIB] PMML export for Logistic...
Posted by AmplabJenkins <gi...@git.apache.org>.
Github user AmplabJenkins commented on the pull request:
https://github.com/apache/spark/pull/9397#issuecomment-154220140
Test FAILed.
Refer to this link for build results (access rights to CI server needed):
https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/45152/
Test FAILed.
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[GitHub] spark pull request: [SPARK-11401] [MLLIB] PMML export for Logistic...
Posted by AmplabJenkins <gi...@git.apache.org>.
Github user AmplabJenkins commented on the pull request:
https://github.com/apache/spark/pull/9397#issuecomment-152945851
Merged build triggered.
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[GitHub] spark pull request: [SPARK-11401] [MLLIB] PMML export for Logistic...
Posted by AmplabJenkins <gi...@git.apache.org>.
Github user AmplabJenkins commented on the pull request:
https://github.com/apache/spark/pull/9397#issuecomment-152841751
Can one of the admins verify this patch?
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