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Posted to reviews@spark.apache.org by wangmiao1981 <gi...@git.apache.org> on 2016/06/13 19:53:19 UTC
[GitHub] spark pull request #13647: [SPARK-15784][ML][WIP]:Add Power Iteration Cluste...
GitHub user wangmiao1981 opened a pull request:
https://github.com/apache/spark/pull/13647
[SPARK-15784][ML][WIP]:Add Power Iteration Clustering to spark.ml
## What changes were proposed in this pull request?
This PR is to add Power Iteration Clustering to spark.ml. It is work-in-progress stage now. I added framework of Power Iteration Clustering, which is similar to kmeans.
Items that I am still working on:
fit
predict
load
write
summary
Unit tests
## How was this patch tested?
(Please explain how this patch was tested. E.g. unit tests, integration tests, manual tests)
To be done once unit tests are added.
You can merge this pull request into a Git repository by running:
$ git pull https://github.com/wangmiao1981/spark pic
Alternatively you can review and apply these changes as the patch at:
https://github.com/apache/spark/pull/13647.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 #13647
----
commit 430b9332a9fb31231bd52fb5e988c58e8ed12e30
Author: wm624@hotmail.com <wm...@hotmail.com>
Date: 2016-06-13T19:47:42Z
add pic framework (model, class etc)
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[GitHub] spark pull request #13647: [SPARK-15784][ML]:Add Power Iteration Clustering ...
Posted by wangmiao1981 <gi...@git.apache.org>.
Github user wangmiao1981 closed the pull request at:
https://github.com/apache/spark/pull/13647
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[GitHub] spark issue #13647: [SPARK-15784][ML][WIP]:Add Power Iteration Clustering to...
Posted by SparkQA <gi...@git.apache.org>.
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https://github.com/apache/spark/pull/13647
**[Test build #60876 has finished](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/60876/consoleFull)** for PR 13647 at commit [`d77b5a9`](https://github.com/apache/spark/commit/d77b5a9dcde564db2eb926abfef00f4f2dca0e79).
* This patch passes all tests.
* This patch merges cleanly.
* This patch adds no public classes.
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[GitHub] spark issue #13647: [SPARK-15784][ML]:Add Power Iteration Clustering to spar...
Posted by wangmiao1981 <gi...@git.apache.org>.
Github user wangmiao1981 commented on the issue:
https://github.com/apache/spark/pull/13647
ping @mengxr @jkbradley @yanboliang Can you give me some comments on this PR? I can start improving it for 2.1+.
Thanks!
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* This patch **fails Scala style tests**.
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* This patch **fails Scala style tests**.
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[GitHub] spark issue #13647: [SPARK-15784][ML][WIP]:Add Power Iteration Clustering to...
Posted by SparkQA <gi...@git.apache.org>.
Github user SparkQA commented on the issue:
https://github.com/apache/spark/pull/13647
**[Test build #60717 has started](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/60717/consoleFull)** for PR 13647 at commit [`875448b`](https://github.com/apache/spark/commit/875448bd0fe5e06055693d20ffcecdfec8df93cc).
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[GitHub] spark issue #13647: [SPARK-15784][ML][WIP]:Add Power Iteration Clustering to...
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Github user SparkQA commented on the issue:
https://github.com/apache/spark/pull/13647
**[Test build #60717 has finished](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/60717/consoleFull)** for PR 13647 at commit [`875448b`](https://github.com/apache/spark/commit/875448bd0fe5e06055693d20ffcecdfec8df93cc).
* This patch passes all tests.
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[GitHub] spark issue #13647: [SPARK-15784][ML][WIP]:Add Power Iteration Clustering to...
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https://github.com/apache/spark/pull/13647
**[Test build #60868 has finished](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/60868/consoleFull)** for PR 13647 at commit [`cf5966b`](https://github.com/apache/spark/commit/cf5966b616fa963e64dee68a81583c3a84069cdf).
* This patch **fails Scala style tests**.
* This patch merges cleanly.
* This patch adds no public classes.
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[GitHub] spark issue #13647: [SPARK-15784][ML][WIP]:Add Power Iteration Clustering to...
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* This patch **fails Scala style tests**.
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* This patch adds no public classes.
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[GitHub] spark issue #13647: [SPARK-15784][ML][WIP]:Add Power Iteration Clustering to...
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**[Test build #60876 has started](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/60876/consoleFull)** for PR 13647 at commit [`d77b5a9`](https://github.com/apache/spark/commit/d77b5a9dcde564db2eb926abfef00f4f2dca0e79).
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[GitHub] spark issue #13647: [SPARK-15784][ML][WIP]:Add Power Iteration Clustering to...
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https://github.com/apache/spark/pull/13647
**[Test build #60854 has started](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/60854/consoleFull)** for PR 13647 at commit [`2b09e99`](https://github.com/apache/spark/commit/2b09e9958888dca5a0f1e9092295124e05778e83).
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[GitHub] spark issue #13647: [SPARK-15784][ML][WIP]:Add Power Iteration Clustering to...
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https://github.com/apache/spark/pull/13647
**[Test build #60868 has started](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/60868/consoleFull)** for PR 13647 at commit [`cf5966b`](https://github.com/apache/spark/commit/cf5966b616fa963e64dee68a81583c3a84069cdf).
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[GitHub] spark issue #13647: [SPARK-15784][ML]:Add Power Iteration Clustering to spar...
Posted by SparkQA <gi...@git.apache.org>.
Github user SparkQA commented on the issue:
https://github.com/apache/spark/pull/13647
**[Test build #67532 has finished](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/67532/consoleFull)** for PR 13647 at commit [`6168c0b`](https://github.com/apache/spark/commit/6168c0bc9531a24e3df205d6719c76c7996ec721).
* This patch passes all tests.
* This patch merges cleanly.
* This patch adds no public classes.
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[GitHub] spark issue #13647: [SPARK-15784][ML]:Add Power Iteration Clustering to spar...
Posted by wangmiao1981 <gi...@git.apache.org>.
Github user wangmiao1981 commented on the issue:
https://github.com/apache/spark/pull/13647
@jkbradley Thanks for your reply! I just want to initiate the work. I close it now and we can continue the design on JIRA.
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[GitHub] spark issue #13647: [SPARK-15784][ML][WIP]:Add Power Iteration Clustering to...
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https://github.com/apache/spark/pull/13647
Merged build finished. Test PASSed.
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[GitHub] spark issue #13647: [SPARK-15784][ML]:Add Power Iteration Clustering to spar...
Posted by SparkQA <gi...@git.apache.org>.
Github user SparkQA commented on the issue:
https://github.com/apache/spark/pull/13647
**[Test build #67533 has finished](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/67533/consoleFull)** for PR 13647 at commit [`5189ba0`](https://github.com/apache/spark/commit/5189ba0ddc5effce3ea2ce10179cf611d26e0007).
* This patch passes all tests.
* This patch merges cleanly.
* This patch adds the following public classes _(experimental)_:
* `class PowerIterationClustering @Since(\"2.1.0\") (`
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[GitHub] spark issue #13647: [SPARK-15784][ML][WIP]:Add Power Iteration Clustering to...
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https://github.com/apache/spark/pull/13647
**[Test build #60744 has started](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/60744/consoleFull)** for PR 13647 at commit [`282f9d9`](https://github.com/apache/spark/commit/282f9d9bcf972ddc761e3c722759c7b3ff10fe5c).
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[GitHub] spark issue #13647: [SPARK-15784][ML]:Add Power Iteration Clustering to spar...
Posted by jkbradley <gi...@git.apache.org>.
Github user jkbradley commented on the issue:
https://github.com/apache/spark/pull/13647
@wangmiao1981 Sorry for the slow response here! I do want us to add PIC to spark.ml, but we should discuss the design before the PR. Could you please close this PR for now but save the branch to re-open after discussion on the JIRA? I just commented on the JIRA
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[GitHub] spark issue #13647: [SPARK-15784][ML][WIP]:Add Power Iteration Clustering to...
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Github user SparkQA commented on the issue:
https://github.com/apache/spark/pull/13647
**[Test build #60954 has finished](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/60954/consoleFull)** for PR 13647 at commit [`6cd862b`](https://github.com/apache/spark/commit/6cd862bc90b238b4f4c0eaa59917e2422d272421).
* This patch passes all tests.
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* This patch adds no public classes.
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[GitHub] spark issue #13647: [SPARK-15784][ML][WIP]:Add Power Iteration Clustering to...
Posted by SparkQA <gi...@git.apache.org>.
Github user SparkQA commented on the issue:
https://github.com/apache/spark/pull/13647
**[Test build #60744 has finished](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/60744/consoleFull)** for PR 13647 at commit [`282f9d9`](https://github.com/apache/spark/commit/282f9d9bcf972ddc761e3c722759c7b3ff10fe5c).
* This patch **fails Scala style tests**.
* This patch merges cleanly.
* This patch adds no public classes.
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[GitHub] spark issue #13647: [SPARK-15784][ML][WIP]:Add Power Iteration Clustering to...
Posted by SparkQA <gi...@git.apache.org>.
Github user SparkQA commented on the issue:
https://github.com/apache/spark/pull/13647
**[Test build #60965 has finished](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/60965/consoleFull)** for PR 13647 at commit [`8f27990`](https://github.com/apache/spark/commit/8f279902b251ad6b8c4dbbcfbaa466050ff44ec6).
* This patch passes all tests.
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* This patch adds no public classes.
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[GitHub] spark issue #13647: [SPARK-15784][ML]:Add Power Iteration Clustering to spar...
Posted by wangmiao1981 <gi...@git.apache.org>.
Github user wangmiao1981 commented on the issue:
https://github.com/apache/spark/pull/13647
@yanboliang As we discussed offline, I made the implementation. You might want to take a pass on the implementation. cc @mengxr @josephkb
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