{"action":"created","issue":{"url":"https://api.github.com/repos/apache/spark/issues/7617","labels_url":"https://api.github.com/repos/apache/spark/issues/7617/labels{/name}","comments_url":"https://api.github.com/repos/apache/spark/issues/7617/comments","events_url":"https://api.github.com/repos/apache/spark/issues/7617/events","html_url":"https://github.com/apache/spark/pull/7617","id":96783987,"number":7617,"title":"[SPARK-7105] [PySpark] [MLlib] Support model save/load in GMM","user":{"login":"MechCoder","id":1867024,"avatar_url":"https://avatars.githubusercontent.com/u/1867024?v=3","gravatar_id":"","url":"https://api.github.com/users/MechCoder","html_url":"https://github.com/MechCoder","followers_url":"https://api.github.com/users/MechCoder/followers","following_url":"https://api.github.com/users/MechCoder/following{/other_user}","gists_url":"https://api.github.com/users/MechCoder/gists{/gist_id}","starred_url":"https://api.github.com/users/MechCoder/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/MechCoder/subscriptions","organizations_url":"https://api.github.com/users/MechCoder/orgs","repos_url":"https://api.github.com/users/MechCoder/repos","events_url":"https://api.github.com/users/MechCoder/events{/privacy}","received_events_url":"https://api.github.com/users/MechCoder/received_events","type":"User","site_admin":false},"labels":[],"state":"open","locked":false,"assignee":null,"milestone":null,"comments":9,"created_at":"2015-07-23T10:42:59Z","updated_at":"2015-07-23T13:16:33Z","closed_at":null,"pull_request":{"url":"https://api.github.com/repos/apache/spark/pulls/7617","html_url":"https://github.com/apache/spark/pull/7617","diff_url":"https://github.com/apache/spark/pull/7617.diff","patch_url":"https://github.com/apache/spark/pull/7617.patch"},"body":"This PR introduces save / load for GMM's in python API.\r\n\r\nAlso I refactored `GaussianMixtureModel` and inherited it from `JavaModelWrapper` with model being `GaussianMixtureModelWrapper`, a wrapper which provides convenience methods to `GaussianMixtureModel` (due to serialization and deserialization issues) and I moved the creation of gaussians to the scala backend."},"comment":{"url":"https://api.github.com/repos/apache/spark/issues/comments/124093964","html_url":"https://github.com/apache/spark/pull/7617#issuecomment-124093964","issue_url":"https://api.github.com/repos/apache/spark/issues/7617","id":124093964,"user":{"login":"SparkQA","id":8108735,"avatar_url":"https://avatars.githubusercontent.com/u/8108735?v=3","gravatar_id":"","url":"https://api.github.com/users/SparkQA","html_url":"https://github.com/SparkQA","followers_url":"https://api.github.com/users/SparkQA/followers","following_url":"https://api.github.com/users/SparkQA/following{/other_user}","gists_url":"https://api.github.com/users/SparkQA/gists{/gist_id}","starred_url":"https://api.github.com/users/SparkQA/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/SparkQA/subscriptions","organizations_url":"https://api.github.com/users/SparkQA/orgs","repos_url":"https://api.github.com/users/SparkQA/repos","events_url":"https://api.github.com/users/SparkQA/events{/privacy}","received_events_url":"https://api.github.com/users/SparkQA/received_events","type":"User","site_admin":false},"created_at":"2015-07-23T13:16:33Z","updated_at":"2015-07-23T13:16:33Z","body":"  [Test build #38220 has finished](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/38220/console) for   PR 7617 at commit [`9c305aa`](https://github.com/apache/spark/commit/9c305aa4822ab35ae4a3f21b1ecca864e2600805).\n * This patch **passes all tests**.\n * This patch merges cleanly.\n * This patch adds the following public classes _(experimental)_:\n  * `class GaussianMixtureModel(JavaModelWrapper, JavaSaveable, JavaLoader):`\n"}}