{"action":"created","issue":{"url":"https://api.github.com/repos/data-8/datascience/issues/237","repository_url":"https://api.github.com/repos/data-8/datascience","labels_url":"https://api.github.com/repos/data-8/datascience/issues/237/labels{/name}","comments_url":"https://api.github.com/repos/data-8/datascience/issues/237/comments","events_url":"https://api.github.com/repos/data-8/datascience/issues/237/events","html_url":"https://github.com/data-8/datascience/pull/237","id":176276025,"number":237,"title":"Under-the-hood changes for table.values","user":{"login":"choldgraf","id":1839645,"avatar_url":"https://avatars.githubusercontent.com/u/1839645?v=3","gravatar_id":"","url":"https://api.github.com/users/choldgraf","html_url":"https://github.com/choldgraf","followers_url":"https://api.github.com/users/choldgraf/followers","following_url":"https://api.github.com/users/choldgraf/following{/other_user}","gists_url":"https://api.github.com/users/choldgraf/gists{/gist_id}","starred_url":"https://api.github.com/users/choldgraf/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/choldgraf/subscriptions","organizations_url":"https://api.github.com/users/choldgraf/orgs","repos_url":"https://api.github.com/users/choldgraf/repos","events_url":"https://api.github.com/users/choldgraf/events{/privacy}","received_events_url":"https://api.github.com/users/choldgraf/received_events","type":"User","site_admin":false},"labels":[],"state":"open","locked":false,"assignee":null,"assignees":[],"milestone":null,"comments":4,"created_at":"2016-09-12T00:58:21Z","updated_at":"2016-09-12T01:20:23Z","closed_at":null,"pull_request":{"url":"https://api.github.com/repos/data-8/datascience/pulls/237","html_url":"https://github.com/data-8/datascience/pull/237","diff_url":"https://github.com/data-8/datascience/pull/237.diff","patch_url":"https://github.com/data-8/datascience/pull/237.patch"},"body":"[ ] Wrote test for feature\r\n[ ] Added note about PR in CHANGELOG.md\r\n\r\n**Changes proposed:**\r\nThis is a backend change to the Table.values property. Somewhere recently the behavior of `table.rows` changed to return a `Rows` object instead of a list of arrays (which is what `table.columns` does). This was taking a looong time when passed to `np.array`, so I'm changing it to use `table.columns` instead. We should think of a different solution if the plan is to change the output of `table.columns` as well."},"comment":{"url":"https://api.github.com/repos/data-8/datascience/issues/comments/246218696","html_url":"https://github.com/data-8/datascience/pull/237#issuecomment-246218696","issue_url":"https://api.github.com/repos/data-8/datascience/issues/237","id":246218696,"user":{"login":"choldgraf","id":1839645,"avatar_url":"https://avatars.githubusercontent.com/u/1839645?v=3","gravatar_id":"","url":"https://api.github.com/users/choldgraf","html_url":"https://github.com/choldgraf","followers_url":"https://api.github.com/users/choldgraf/followers","following_url":"https://api.github.com/users/choldgraf/following{/other_user}","gists_url":"https://api.github.com/users/choldgraf/gists{/gist_id}","starred_url":"https://api.github.com/users/choldgraf/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/choldgraf/subscriptions","organizations_url":"https://api.github.com/users/choldgraf/orgs","repos_url":"https://api.github.com/users/choldgraf/repos","events_url":"https://api.github.com/users/choldgraf/events{/privacy}","received_events_url":"https://api.github.com/users/choldgraf/received_events","type":"User","site_admin":false},"created_at":"2016-09-12T01:20:23Z","updated_at":"2016-09-12T01:20:23Z","body":"so after some digging it seems like not all `Table` creation methods were created equally...if I use `with_columns` then the kernel dies (I think because of memory). If I convert the data to a DataFrame first, then use `from_df` then it works. Is there a guide for recommended ways to create `table` instances?"}}
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