{"action":"created","issue":{"url":"https://api.github.com/repos/Hydrospheredata/mist/issues/105","repository_url":"https://api.github.com/repos/Hydrospheredata/mist","labels_url":"https://api.github.com/repos/Hydrospheredata/mist/issues/105/labels{/name}","comments_url":"https://api.github.com/repos/Hydrospheredata/mist/issues/105/comments","events_url":"https://api.github.com/repos/Hydrospheredata/mist/issues/105/events","html_url":"https://github.com/Hydrospheredata/mist/issues/105","id":194784670,"number":105,"title":"fast model evaluation","user":{"login":"geoHeil","id":1694964,"avatar_url":"https://avatars.githubusercontent.com/u/1694964?v=3","gravatar_id":"","url":"https://api.github.com/users/geoHeil","html_url":"https://github.com/geoHeil","followers_url":"https://api.github.com/users/geoHeil/followers","following_url":"https://api.github.com/users/geoHeil/following{/other_user}","gists_url":"https://api.github.com/users/geoHeil/gists{/gist_id}","starred_url":"https://api.github.com/users/geoHeil/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/geoHeil/subscriptions","organizations_url":"https://api.github.com/users/geoHeil/orgs","repos_url":"https://api.github.com/users/geoHeil/repos","events_url":"https://api.github.com/users/geoHeil/events{/privacy}","received_events_url":"https://api.github.com/users/geoHeil/received_events","type":"User","site_admin":false},"labels":[],"state":"open","locked":false,"assignee":null,"assignees":[],"milestone":null,"comments":3,"created_at":"2016-12-10T18:19:42Z","updated_at":"2016-12-12T03:52:40Z","closed_at":null,"body":"You mentioned that you are working on a high throughput API for mist.\r\nMaybe https://github.com/combust-ml/mleap is helpful.\r\n\r\n> Synchronous real-time API for high throughput - we are working on adding a model serving support for online queries with low latency."},"comment":{"url":"https://api.github.com/repos/Hydrospheredata/mist/issues/comments/266337692","html_url":"https://github.com/Hydrospheredata/mist/issues/105#issuecomment-266337692","issue_url":"https://api.github.com/repos/Hydrospheredata/mist/issues/105","id":266337692,"user":{"login":"spushkarev","id":858053,"avatar_url":"https://avatars.githubusercontent.com/u/858053?v=3","gravatar_id":"","url":"https://api.github.com/users/spushkarev","html_url":"https://github.com/spushkarev","followers_url":"https://api.github.com/users/spushkarev/followers","following_url":"https://api.github.com/users/spushkarev/following{/other_user}","gists_url":"https://api.github.com/users/spushkarev/gists{/gist_id}","starred_url":"https://api.github.com/users/spushkarev/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/spushkarev/subscriptions","organizations_url":"https://api.github.com/users/spushkarev/orgs","repos_url":"https://api.github.com/users/spushkarev/repos","events_url":"https://api.github.com/users/spushkarev/events{/privacy}","received_events_url":"https://api.github.com/users/spushkarev/received_events","type":"User","site_admin":false},"created_at":"2016-12-12T03:52:40Z","updated_at":"2016-12-12T03:52:40Z","body":"Thanks @geoHeil \r\nWe were looking at mleap but we do not feel comfortable to invent yet another model serialization format and re-writing mllib local. \r\nThere is a parallel activity in Spark community for separating and re-writing mllib local https://issues.apache.org/jira/browse/SPARK-13944 . So, our current solution should be aligned with these changes."}}
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