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If the dict references the same object twice, we try to transform it twice, which leads to errors due to most transforms operating in-place.\n\n~~This diff updates `ObservationFeatures.from_arm` to avoid referencing the same `parameters` dict in multiple `ObservationFeatures` objects.~~ This diff adds a test checking that `ObservationFeatures.from_arm` does not result in objects referencing the same parameters dict.\n- `ObservationFeature.from_arm` is used to append the newly generated arms as pending observations in `GS._gen_multiple -> extend_pending_observations`.\n- Both`get_pending_observation_features_based_on_trial_status` and `get_pending_observation_features` also use `ObservationFeature.from_arm`.\n\nHere's a dummy example that mimics what the transform layer does to `pending_observations` (if they were to reference the same object):\n{F1657963796}\n\nReviewed By: Balandat\n\nDifferential Revision: D57933199\n\nfbshipit-source-id: 4b13355c75189394a617e56d4531ba2796e97c9e","shortMessageHtmlLink":"Test that we're not referencing same parameter dict in ObservationFea…"}},{"before":"858ca9b52a3d30229d0350fa3a5831bba587326a","after":"fad06b00feb54f26adbf68ecacf1e1a0c8bb5cd9","ref":"refs/heads/gh-pages","pushedAt":"2024-05-29T07:20:10.000Z","pushType":"force_push","commitsCount":0,"pusher":{"login":"docusaurus-bot","name":"Docusaurus-Bot","path":"/docusaurus-bot","primaryAvatarUrl":"https://avatars.githubusercontent.com/u/33666575?s=80&v=4"},"commit":{"message":"Update latest version of site","shortMessageHtmlLink":"Update latest version of site"}},{"before":"f963bc758110318f9951b98d517713b3ef62d91c","after":"858ca9b52a3d30229d0350fa3a5831bba587326a","ref":"refs/heads/gh-pages","pushedAt":"2024-05-28T07:14:05.000Z","pushType":"force_push","commitsCount":0,"pusher":{"login":"docusaurus-bot","name":"Docusaurus-Bot","path":"/docusaurus-bot","primaryAvatarUrl":"https://avatars.githubusercontent.com/u/33666575?s=80&v=4"},"commit":{"message":"Update latest version of site","shortMessageHtmlLink":"Update latest version of site"}},{"before":"91f58a37986cce50d53357a6e80656ba24204405","after":"f963bc758110318f9951b98d517713b3ef62d91c","ref":"refs/heads/gh-pages","pushedAt":"2024-05-27T07:25:27.000Z","pushType":"force_push","commitsCount":0,"pusher":{"login":"docusaurus-bot","name":"Docusaurus-Bot","path":"/docusaurus-bot","primaryAvatarUrl":"https://avatars.githubusercontent.com/u/33666575?s=80&v=4"},"commit":{"message":"Update latest version of site","shortMessageHtmlLink":"Update latest version of site"}},{"before":"9752207eab83b12667f5844d76e5504cecee18ff","after":"91f58a37986cce50d53357a6e80656ba24204405","ref":"refs/heads/gh-pages","pushedAt":"2024-05-26T07:19:29.000Z","pushType":"force_push","commitsCount":0,"pusher":{"login":"docusaurus-bot","name":"Docusaurus-Bot","path":"/docusaurus-bot","primaryAvatarUrl":"https://avatars.githubusercontent.com/u/33666575?s=80&v=4"},"commit":{"message":"Update latest version of site","shortMessageHtmlLink":"Update latest version of site"}}],"hasNextPage":true,"hasPreviousPage":false,"activityType":"all","actor":null,"timePeriod":"all","sort":"DESC","perPage":30,"cursor":"djE6ks8AAAAEYNHyXAA","startCursor":null,"endCursor":null}},"title":"Activity · facebook/Ax"}