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Posted to reviews@spark.apache.org by yanboliang <gi...@git.apache.org> on 2015/09/23 12:02:10 UTC
[GitHub] spark pull request: [WIP] [SPARK-10413] [ML] Model should support ...
GitHub user yanboliang opened a pull request:
https://github.com/apache/spark/pull/8883
[WIP] [SPARK-10413] [ML] Model should support prediction on single instance
This is the initial commit to support prediction on single instance.
Just use to illustrate the thought of this PR and collect comments from the community to check whether the changes are appropriate.
You can merge this pull request into a Git repository by running:
$ git pull https://github.com/yanboliang/spark spark-10413
Alternatively you can review and apply these changes as the patch at:
https://github.com/apache/spark/pull/8883.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 #8883
----
commit d66575ea13f93c1d25e3e67ef1eb3b241e724e95
Author: Yanbo Liang <yb...@gmail.com>
Date: 2015-09-23T09:54:33Z
initial commit of supporting prediction on single instance
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[GitHub] spark pull request: [SPARK-10884] [ML] Support prediction on singl...
Posted by AmplabJenkins <gi...@git.apache.org>.
Github user AmplabJenkins commented on the pull request:
https://github.com/apache/spark/pull/8883#issuecomment-163703666
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[GitHub] spark pull request: [WIP] [SPARK-10413] [ML] Model should support ...
Posted by yanboliang <gi...@git.apache.org>.
Github user yanboliang commented on the pull request:
https://github.com/apache/spark/pull/8883#issuecomment-142592107
Jenkins, test this please.
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[GitHub] spark pull request: [WIP] [SPARK-10413] [ML] Model should support ...
Posted by AmplabJenkins <gi...@git.apache.org>.
Github user AmplabJenkins commented on the pull request:
https://github.com/apache/spark/pull/8883#issuecomment-142593509
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[GitHub] spark pull request #8883: [SPARK-10884] [ML] Support prediction on single in...
Posted by yanboliang <gi...@git.apache.org>.
Github user yanboliang closed the pull request at:
https://github.com/apache/spark/pull/8883
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[GitHub] spark issue #8883: [SPARK-10884] [ML] Support prediction on single instance ...
Posted by WeichenXu123 <gi...@git.apache.org>.
Github user WeichenXu123 commented on the issue:
https://github.com/apache/spark/pull/8883
I take this over in #19381
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[GitHub] spark pull request: [WIP] [SPARK-10413] [ML] Model should support ...
Posted by SparkQA <gi...@git.apache.org>.
Github user SparkQA commented on the pull request:
https://github.com/apache/spark/pull/8883#issuecomment-142594292
[Test build #42906 has started](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/42906/consoleFull) for PR 8883 at commit [`d66575e`](https://github.com/apache/spark/commit/d66575ea13f93c1d25e3e67ef1eb3b241e724e95).
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[GitHub] spark pull request: [WIP] [SPARK-10413] [ML] Model should support ...
Posted by AmplabJenkins <gi...@git.apache.org>.
Github user AmplabJenkins commented on the pull request:
https://github.com/apache/spark/pull/8883#issuecomment-142564737
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[GitHub] spark pull request: [SPARK-10884] [ML] Support prediction on singl...
Posted by sethah <gi...@git.apache.org>.
Github user sethah commented on the pull request:
https://github.com/apache/spark/pull/8883#issuecomment-215559305
ping @yanboliang Is this still on anyone's radar? I think it would be really useful. I can help review if needed. Maybe start by fixing merge conflicts? :D
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[GitHub] spark pull request: [WIP] [SPARK-10413] [ML] Model should support ...
Posted by AmplabJenkins <gi...@git.apache.org>.
Github user AmplabJenkins commented on the pull request:
https://github.com/apache/spark/pull/8883#issuecomment-142606860
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[GitHub] spark pull request: [WIP] [SPARK-10413] [ML] Model should support ...
Posted by AmplabJenkins <gi...@git.apache.org>.
Github user AmplabJenkins commented on the pull request:
https://github.com/apache/spark/pull/8883#issuecomment-142553796
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[GitHub] spark pull request: [WIP] [SPARK-10413] [ML] Model should support ...
Posted by SparkQA <gi...@git.apache.org>.
Github user SparkQA commented on the pull request:
https://github.com/apache/spark/pull/8883#issuecomment-144366685
[Test build #43129 has finished](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/43129/console) for PR 8883 at commit [`bc88c96`](https://github.com/apache/spark/commit/bc88c96d251fd11411fbf3ec870ab82eca7e1109).
* This patch **passes all tests**.
* This patch merges cleanly.
* This patch adds no public classes.
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[GitHub] spark pull request: [SPARK-10884] [ML] Support prediction on singl...
Posted by AmplabJenkins <gi...@git.apache.org>.
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[GitHub] spark pull request: [SPARK-10884] [ML] Support prediction on singl...
Posted by SparkQA <gi...@git.apache.org>.
Github user SparkQA commented on the pull request:
https://github.com/apache/spark/pull/8883#issuecomment-163703431
[Test build #47504 has finished](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/47504/console) for PR 8883 at commit [`bc88c96`](https://github.com/apache/spark/commit/bc88c96d251fd11411fbf3ec870ab82eca7e1109).
* This patch **passes all tests**.
* This patch **does not merge cleanly**.
* This patch adds no public classes.
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[GitHub] spark pull request: [WIP] [SPARK-10413] [ML] Model should support ...
Posted by AmplabJenkins <gi...@git.apache.org>.
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https://github.com/apache/spark/pull/8883#issuecomment-144366780
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[GitHub] spark pull request: [WIP] [SPARK-10413] [ML] Model should support ...
Posted by AmplabJenkins <gi...@git.apache.org>.
Github user AmplabJenkins commented on the pull request:
https://github.com/apache/spark/pull/8883#issuecomment-142606858
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[GitHub] spark pull request: [WIP] [SPARK-10413] [ML] Model should support ...
Posted by AmplabJenkins <gi...@git.apache.org>.
Github user AmplabJenkins commented on the pull request:
https://github.com/apache/spark/pull/8883#issuecomment-142593482
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[GitHub] spark pull request: [WIP] [SPARK-10413] [ML] Model should support ...
Posted by AmplabJenkins <gi...@git.apache.org>.
Github user AmplabJenkins commented on the pull request:
https://github.com/apache/spark/pull/8883#issuecomment-142564735
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[GitHub] spark pull request: [SPARK-10884] [ML] Support prediction on singl...
Posted by yanboliang <gi...@git.apache.org>.
Github user yanboliang commented on the pull request:
https://github.com/apache/spark/pull/8883#issuecomment-148037408
@mengxr @jkbradley Could you review this patch?
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[GitHub] spark pull request: [WIP] [SPARK-10413] [ML] Model should support ...
Posted by sethah <gi...@git.apache.org>.
Github user sethah commented on a diff in the pull request:
https://github.com/apache/spark/pull/8883#discussion_r40399684
--- Diff: mllib/src/main/scala/org/apache/spark/ml/classification/Classifier.scala ---
@@ -129,12 +129,12 @@ abstract class ClassificationModel[FeaturesType, M <: ClassificationModel[Featur
/**
* Predict label for the given features.
- * This internal method is used to implement [[transform()]] and output [[predictionCol]].
+ * This method can used to implement [[transform()]] and output [[predictionCol]].
--- End diff --
nit: "This method can __be__ used..."
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[GitHub] spark pull request: [WIP] [SPARK-10413] [ML] Model should support ...
Posted by SparkQA <gi...@git.apache.org>.
Github user SparkQA commented on the pull request:
https://github.com/apache/spark/pull/8883#issuecomment-142555983
[Test build #42903 has started](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/42903/consoleFull) for PR 8883 at commit [`d66575e`](https://github.com/apache/spark/commit/d66575ea13f93c1d25e3e67ef1eb3b241e724e95).
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[GitHub] spark pull request: [WIP] [SPARK-10413] [ML] Model should support ...
Posted by AmplabJenkins <gi...@git.apache.org>.
Github user AmplabJenkins commented on the pull request:
https://github.com/apache/spark/pull/8883#issuecomment-142553824
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[GitHub] spark issue #8883: [SPARK-10884] [ML] Support prediction on single instance ...
Posted by holdenk <gi...@git.apache.org>.
Github user holdenk commented on the issue:
https://github.com/apache/spark/pull/8883
As we expose a new way to predict, maybe it would be good to also add a note that transform can be more efficient by broadcasting the model in certain cases or performing other optimizations, so as to encourage users to use the transform API when its the best path forward?
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[GitHub] spark pull request: [WIP] [SPARK-10413] [ML] Model should support ...
Posted by AmplabJenkins <gi...@git.apache.org>.
Github user AmplabJenkins commented on the pull request:
https://github.com/apache/spark/pull/8883#issuecomment-144355710
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[GitHub] spark issue #8883: [SPARK-10884] [ML] Support prediction on single instance ...
Posted by fabiangebert <gi...@git.apache.org>.
Github user fabiangebert commented on the issue:
https://github.com/apache/spark/pull/8883
do you know yet when this will be released?
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[GitHub] spark pull request: [SPARK-10884] [ML] Support prediction on singl...
Posted by SparkQA <gi...@git.apache.org>.
Github user SparkQA commented on the pull request:
https://github.com/apache/spark/pull/8883#issuecomment-163646231
[Test build #47504 has started](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/47504/consoleFull) for PR 8883 at commit [`bc88c96`](https://github.com/apache/spark/commit/bc88c96d251fd11411fbf3ec870ab82eca7e1109).
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[GitHub] spark pull request: [WIP] [SPARK-10413] [ML] Model should support ...
Posted by SparkQA <gi...@git.apache.org>.
Github user SparkQA commented on the pull request:
https://github.com/apache/spark/pull/8883#issuecomment-142606697
[Test build #42906 has finished](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/42906/console) for PR 8883 at commit [`d66575e`](https://github.com/apache/spark/commit/d66575ea13f93c1d25e3e67ef1eb3b241e724e95).
* This patch **passes all tests**.
* This patch merges cleanly.
* This patch adds no public classes.
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[GitHub] spark pull request: [WIP] [SPARK-10413] [ML] Model should support ...
Posted by AmplabJenkins <gi...@git.apache.org>.
Github user AmplabJenkins commented on the pull request:
https://github.com/apache/spark/pull/8883#issuecomment-144355643
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[GitHub] spark pull request: [WIP] [SPARK-10413] [ML] Model should support ...
Posted by AmplabJenkins <gi...@git.apache.org>.
Github user AmplabJenkins commented on the pull request:
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[GitHub] spark pull request: [WIP] [SPARK-10413] [ML] Model should support ...
Posted by SparkQA <gi...@git.apache.org>.
Github user SparkQA commented on the pull request:
https://github.com/apache/spark/pull/8883#issuecomment-142564696
[Test build #42903 has finished](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/42903/console) for PR 8883 at commit [`d66575e`](https://github.com/apache/spark/commit/d66575ea13f93c1d25e3e67ef1eb3b241e724e95).
* This patch **fails Spark unit tests**.
* This patch merges cleanly.
* This patch adds no public classes.
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[GitHub] spark pull request: [WIP] [SPARK-10413] [ML] Model should support ...
Posted by SparkQA <gi...@git.apache.org>.
Github user SparkQA commented on the pull request:
https://github.com/apache/spark/pull/8883#issuecomment-144358013
[Test build #43129 has started](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/43129/consoleFull) for PR 8883 at commit [`bc88c96`](https://github.com/apache/spark/commit/bc88c96d251fd11411fbf3ec870ab82eca7e1109).
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