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Posted to reviews@spark.apache.org by zhengruifeng <gi...@git.apache.org> on 2017/02/01 08:39:21 UTC
[GitHub] spark pull request #16763: [SPARK-19422][ML] Cache input data in algorithms
GitHub user zhengruifeng opened a pull request:
https://github.com/apache/spark/pull/16763
[SPARK-19422][ML] Cache input data in algorithms
## What changes were proposed in this pull request?
cache the input data in `DecisionTreeClassifier`, `GBTClassifier`, `RandomForestClassifier`, `LinearSVC`, `BisectingKMeans`, `GaussianMixture`, `LDA`, `DecisionTreeRegressor`, `GBTRegressor`, `GeneralizedLinearRegression` with IRLS solver, `RandomForestRegressor`
## How was this patch tested?
existing tests
You can merge this pull request into a Git repository by running:
$ git pull https://github.com/zhengruifeng/spark glm_handlePersistence
Alternatively you can review and apply these changes as the patch at:
https://github.com/apache/spark/pull/16763.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 #16763
----
commit 408f19d3e78d7535a8d0bd69ba181114508951fe
Author: Zheng RuiFeng <ru...@foxmail.com>
Date: 2017-02-01T08:12:58Z
create pr
commit b8b309430efcdd43b7eb5f8104d0f7371b7fef43
Author: Zheng RuiFeng <ru...@foxmail.com>
Date: 2017-02-01T08:24:18Z
revert MLPC
----
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[GitHub] spark issue #16763: [SPARK-19422][ML][WIP] Cache input data in algorithms
Posted by AmplabJenkins <gi...@git.apache.org>.
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[GitHub] spark issue #16763: [SPARK-19422][ML] Cache input data in algorithms
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[GitHub] spark issue #16763: [SPARK-19422][ML][WIP] Cache input data in algorithms
Posted by SparkQA <gi...@git.apache.org>.
Github user SparkQA commented on the issue:
https://github.com/apache/spark/pull/16763
**[Test build #80678 has finished](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/80678/testReport)** for PR 16763 at commit [`49e2a99`](https://github.com/apache/spark/commit/49e2a990f4a6b8b32691d5092b63db1a477e3c50).
* This patch **fails Spark unit tests**.
* This patch merges cleanly.
* This patch adds no public classes.
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[GitHub] spark issue #16763: [SPARK-19422][ML][WIP] Cache input data in algorithms
Posted by AmplabJenkins <gi...@git.apache.org>.
Github user AmplabJenkins commented on the issue:
https://github.com/apache/spark/pull/16763
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[GitHub] spark issue #16763: [SPARK-19422][ML][WIP] Cache input data in algorithms
Posted by SparkQA <gi...@git.apache.org>.
Github user SparkQA commented on the issue:
https://github.com/apache/spark/pull/16763
**[Test build #80730 has finished](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/80730/testReport)** for PR 16763 at commit [`f93f9ec`](https://github.com/apache/spark/commit/f93f9ec516d39ed44514fec895e3e14b4df47d46).
* This patch **fails Spark unit tests**.
* This patch merges cleanly.
* This patch adds no public classes.
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[GitHub] spark issue #16763: [SPARK-19422][ML][WIP] Cache input data in algorithms
Posted by SparkQA <gi...@git.apache.org>.
Github user SparkQA commented on the issue:
https://github.com/apache/spark/pull/16763
**[Test build #80730 has started](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/80730/testReport)** for PR 16763 at commit [`f93f9ec`](https://github.com/apache/spark/commit/f93f9ec516d39ed44514fec895e3e14b4df47d46).
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[GitHub] spark issue #16763: [SPARK-19422][ML] Cache input data in algorithms
Posted by zhengruifeng <gi...@git.apache.org>.
Github user zhengruifeng commented on the issue:
https://github.com/apache/spark/pull/16763
@hhbyyh Thanks a lot for pointing this out!
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[GitHub] spark issue #16763: [SPARK-19422][ML][WIP] Cache input data in algorithms
Posted by AmplabJenkins <gi...@git.apache.org>.
Github user AmplabJenkins commented on the issue:
https://github.com/apache/spark/pull/16763
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[GitHub] spark issue #16763: [SPARK-19422][ML][WIP] Cache input data in algorithms
Posted by AmplabJenkins <gi...@git.apache.org>.
Github user AmplabJenkins commented on the issue:
https://github.com/apache/spark/pull/16763
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[GitHub] spark issue #16763: [SPARK-19422][ML] Cache input data in algorithms
Posted by SparkQA <gi...@git.apache.org>.
Github user SparkQA commented on the issue:
https://github.com/apache/spark/pull/16763
**[Test build #72246 has finished](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/72246/testReport)** for PR 16763 at commit [`b8b3094`](https://github.com/apache/spark/commit/b8b309430efcdd43b7eb5f8104d0f7371b7fef43).
* This patch **fails Spark unit tests**.
* This patch merges cleanly.
* This patch adds no public classes.
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[GitHub] spark issue #16763: [SPARK-19422][ML][WIP] Cache input data in algorithms
Posted by SparkQA <gi...@git.apache.org>.
Github user SparkQA commented on the issue:
https://github.com/apache/spark/pull/16763
**[Test build #80732 has started](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/80732/testReport)** for PR 16763 at commit [`377cf46`](https://github.com/apache/spark/commit/377cf464ddc7134e475ecd5c7be69abfcea42a76).
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[GitHub] spark issue #16763: [SPARK-19422][ML] Cache input data in algorithms
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[GitHub] spark issue #16763: [SPARK-19422][ML] Cache input data in algorithms
Posted by SparkQA <gi...@git.apache.org>.
Github user SparkQA commented on the issue:
https://github.com/apache/spark/pull/16763
**[Test build #72239 has finished](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/72239/testReport)** for PR 16763 at commit [`b8b3094`](https://github.com/apache/spark/commit/b8b309430efcdd43b7eb5f8104d0f7371b7fef43).
* This patch **fails Spark unit tests**.
* This patch merges cleanly.
* This patch adds no public classes.
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[GitHub] spark issue #16763: [SPARK-19422][ML] Cache input data in algorithms
Posted by SparkQA <gi...@git.apache.org>.
Github user SparkQA commented on the issue:
https://github.com/apache/spark/pull/16763
**[Test build #72246 has started](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/72246/testReport)** for PR 16763 at commit [`b8b3094`](https://github.com/apache/spark/commit/b8b309430efcdd43b7eb5f8104d0f7371b7fef43).
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[GitHub] spark issue #16763: [SPARK-19422][ML][WIP] Cache input data in algorithms
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[GitHub] spark issue #16763: [SPARK-19422][ML][WIP] Cache input data in algorithms
Posted by zhengruifeng <gi...@git.apache.org>.
Github user zhengruifeng commented on the issue:
https://github.com/apache/spark/pull/16763
This pr is out of date. I will close it.
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[GitHub] spark issue #16763: [SPARK-19422][ML] Cache input data in algorithms
Posted by SparkQA <gi...@git.apache.org>.
Github user SparkQA commented on the issue:
https://github.com/apache/spark/pull/16763
**[Test build #72239 has started](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/72239/testReport)** for PR 16763 at commit [`b8b3094`](https://github.com/apache/spark/commit/b8b309430efcdd43b7eb5f8104d0f7371b7fef43).
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[GitHub] spark issue #16763: [SPARK-19422][ML] Cache input data in algorithms
Posted by hhbyyh <gi...@git.apache.org>.
Github user hhbyyh commented on the issue:
https://github.com/apache/spark/pull/16763
Hi @zhengruifeng https://issues.apache.org/jira/browse/SPARK-18608
There's some ongoing discussion about the issue.
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[GitHub] spark issue #16763: [SPARK-19422][ML][WIP] Cache input data in algorithms
Posted by SparkQA <gi...@git.apache.org>.
Github user SparkQA commented on the issue:
https://github.com/apache/spark/pull/16763
**[Test build #80732 has finished](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/80732/testReport)** for PR 16763 at commit [`377cf46`](https://github.com/apache/spark/commit/377cf464ddc7134e475ecd5c7be69abfcea42a76).
* This patch **fails Spark unit tests**.
* This patch merges cleanly.
* This patch adds no public classes.
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[GitHub] spark issue #16763: [SPARK-19422][ML][WIP] Cache input data in algorithms
Posted by SparkQA <gi...@git.apache.org>.
Github user SparkQA commented on the issue:
https://github.com/apache/spark/pull/16763
**[Test build #80679 has finished](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/80679/testReport)** for PR 16763 at commit [`1742c15`](https://github.com/apache/spark/commit/1742c15275b16f732adf5c55b89fb445a09886e7).
* This patch **fails Spark unit tests**.
* This patch merges cleanly.
* This patch adds no public classes.
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[GitHub] spark issue #16763: [SPARK-19422][ML][WIP] Cache input data in algorithms
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[GitHub] spark issue #16763: [SPARK-19422][ML] Cache input data in algorithms
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[GitHub] spark issue #16763: [SPARK-19422][ML][WIP] Cache input data in algorithms
Posted by SparkQA <gi...@git.apache.org>.
Github user SparkQA commented on the issue:
https://github.com/apache/spark/pull/16763
**[Test build #80709 has finished](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/80709/testReport)** for PR 16763 at commit [`1742c15`](https://github.com/apache/spark/commit/1742c15275b16f732adf5c55b89fb445a09886e7).
* This patch **fails Spark unit tests**.
* This patch merges cleanly.
* This patch adds no public classes.
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[GitHub] spark issue #16763: [SPARK-19422][ML][WIP] Cache input data in algorithms
Posted by SparkQA <gi...@git.apache.org>.
Github user SparkQA commented on the issue:
https://github.com/apache/spark/pull/16763
**[Test build #80709 has started](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/80709/testReport)** for PR 16763 at commit [`1742c15`](https://github.com/apache/spark/commit/1742c15275b16f732adf5c55b89fb445a09886e7).
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[GitHub] spark issue #16763: [SPARK-19422][ML] Cache input data in algorithms
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[GitHub] spark pull request #16763: [SPARK-19422][ML][WIP] Cache input data in algori...
Posted by zhengruifeng <gi...@git.apache.org>.
Github user zhengruifeng closed the pull request at:
https://github.com/apache/spark/pull/16763
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[GitHub] spark issue #16763: [SPARK-19422][ML][WIP] Cache input data in algorithms
Posted by AmplabJenkins <gi...@git.apache.org>.
Github user AmplabJenkins commented on the issue:
https://github.com/apache/spark/pull/16763
Test FAILed.
Refer to this link for build results (access rights to CI server needed):
https://amplab.cs.berkeley.edu/jenkins//job/SparkPullRequestBuilder/80709/
Test FAILed.
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[GitHub] spark issue #16763: [SPARK-19422][ML] Cache input data in algorithms
Posted by zhengruifeng <gi...@git.apache.org>.
Github user zhengruifeng commented on the issue:
https://github.com/apache/spark/pull/16763
Jenkins, retest it please
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[GitHub] spark issue #16763: [SPARK-19422][ML][WIP] Cache input data in algorithms
Posted by SparkQA <gi...@git.apache.org>.
Github user SparkQA commented on the issue:
https://github.com/apache/spark/pull/16763
**[Test build #80679 has started](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/80679/testReport)** for PR 16763 at commit [`1742c15`](https://github.com/apache/spark/commit/1742c15275b16f732adf5c55b89fb445a09886e7).
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[GitHub] spark issue #16763: [SPARK-19422][ML][WIP] Cache input data in algorithms
Posted by zhengruifeng <gi...@git.apache.org>.
Github user zhengruifeng commented on the issue:
https://github.com/apache/spark/pull/16763
Jenkins, retest this please
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[GitHub] spark issue #16763: [SPARK-19422][ML][WIP] Cache input data in algorithms
Posted by SparkQA <gi...@git.apache.org>.
Github user SparkQA commented on the issue:
https://github.com/apache/spark/pull/16763
**[Test build #80678 has started](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/80678/testReport)** for PR 16763 at commit [`49e2a99`](https://github.com/apache/spark/commit/49e2a990f4a6b8b32691d5092b63db1a477e3c50).
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