{"payload":{"feedbackUrl":"https://github.com/orgs/community/discussions/53140","repo":{"id":110621895,"defaultBranch":"master","name":"sagemaker-python-sdk","ownerLogin":"aws","currentUserCanPush":false,"isFork":false,"isEmpty":false,"createdAt":"2017-11-14T01:03:33.000Z","ownerAvatar":"https://avatars.githubusercontent.com/u/2232217?v=4","public":true,"private":false,"isOrgOwned":true},"refInfo":{"name":"","listCacheKey":"v0:1720066863.0","currentOid":""},"activityList":{"items":[{"before":"502b0603d78b964b4c06fe865c910a3e3e5eda87","after":"0971c550ecaffdacb9284108bc9d0ffcf5a7f5cf","ref":"refs/heads/master","pushedAt":"2024-07-09T23:08:18.000Z","pushType":"pr_merge","commitsCount":1,"pusher":{"login":"Aditi2424","name":"Aditi Sharma","path":"/Aditi2424","primaryAvatarUrl":"https://avatars.githubusercontent.com/u/165942273?s=80&v=4"},"commit":{"message":"feature: model optimization (#4775)\n\n* feat: Benchmark feature initial commit (#1463)\r\n\r\n* Sync Master benchmark feature (#1461)\r\n\r\n* feat: support config_name in all JumpStart interfaces (#4583) (#4607)\r\n\r\n* add-config-name\r\n\r\n* address comments\r\n\r\n* updates for set config\r\n\r\n* docstyle\r\n\r\n* updates\r\n\r\n* fix\r\n\r\n* format\r\n\r\n* format\r\n\r\n* remove tests\r\n\r\n* Add ReadOnly APIs (#4606)\r\n\r\n* Add ReadOnly APIs\r\n\r\n* Resolving PR review comments\r\n\r\n* Resolve PR review comments\r\n\r\n* Refactoring\r\n\r\n* Refactoring\r\n\r\n* Add Caching\r\n\r\n* Refactore\r\n\r\n* Resolving conflicts\r\n\r\n* Add Unit Tests\r\n\r\n* Fix Unit Tests\r\n\r\n* Fix unit tests\r\n\r\n* Fix UT\r\n\r\n* Refactoring\r\n\r\n* Fix Integ tests\r\n\r\n* refactoring after Notebook testing\r\n\r\n* Fix code styles\r\n\r\n---------\r\n\r\nCo-authored-by: Jonathan Makunga \r\n\r\n* feat: tag JumpStart resource with config names (#4608)\r\n\r\n* tag config name\r\n\r\n* format\r\n\r\n* resolving comments\r\n\r\n* format\r\n\r\n* format\r\n\r\n* update\r\n\r\n* fix\r\n\r\n* format\r\n\r\n* updates inference component config name\r\n\r\n* fix: tests\r\n\r\n* ModelBuilder: Add functionalities to get and set deployment config. (#4614)\r\n\r\n* Add funtionalities to get and set deployment config\r\n\r\n* Resolve PR comments\r\n\r\n* ModelBuilder-JS\r\n\r\n* Add Unit tests\r\n\r\n* Refactoring\r\n\r\n* Testing with Notebook\r\n\r\n* Test backward compatibility\r\n\r\n* Remove Accelerated column if all not enabled\r\n\r\n* Fix docstring\r\n\r\n* Resolved PR Review comments\r\n\r\n* Docstring\r\n\r\n* increase code coverage\r\n\r\n---------\r\n\r\nCo-authored-by: Jonathan Makunga \r\n\r\n* Benchmark feature v2 (#4618)\r\n\r\n* Add funtionalities to get and set deployment config\r\n\r\n* Resolve PR comments\r\n\r\n* ModelBuilder-JS\r\n\r\n* Add Unit tests\r\n\r\n* Refactoring\r\n\r\n* Testing with Notebook\r\n\r\n* Test backward compatibility\r\n\r\n* Remove Accelerated column if all not enabled\r\n\r\n* Fix docstring\r\n\r\n* Resolved PR Review comments\r\n\r\n* Docstring\r\n\r\n* increase code coverage\r\n\r\n* Testing fix with Notebook\r\n\r\n* Only fetch instance rate metrics if not present\r\n\r\n* Increase code coverage\r\n\r\n---------\r\n\r\nCo-authored-by: Jonathan Makunga \r\n\r\n* fix: populate default config name to model (#4617)\r\n\r\n* fix: populate default config name to model\r\n\r\n* update condition\r\n\r\n* fix\r\n\r\n* format\r\n\r\n* flake8\r\n\r\n* fix tests\r\n\r\n* fix coverage\r\n\r\n* temporarily skip integ test vulnerbility\r\n\r\n* fix tolerate attach method\r\n\r\n* format\r\n\r\n* fix predictor\r\n\r\n* format\r\n\r\n* Fix fetch instance rate bug (#4624)\r\n\r\nCo-authored-by: Jonathan Makunga \r\n\r\n* chore: require config name and instance type in set_deployment_config (#4625)\r\n\r\n* require config_name and instance_type in set config\r\n\r\n* docstring\r\n\r\n* add supported instance types check\r\n\r\n* add more tests\r\n\r\n* format\r\n\r\n* fix tests\r\n\r\n* Deployment Configs - Follow-ups (#4626)\r\n\r\n* Init Deployment configs outside Model init.\r\n\r\n* Testing with NB\r\n\r\n* Testing with NB-V2\r\n\r\n* Refactoring, NB testing\r\n\r\n* NB Testing and Refactoring\r\n\r\n* Testing\r\n\r\n* Refactoring\r\n\r\n* Testing with NB\r\n\r\n* Debug\r\n\r\n* Debug display API\r\n\r\n* Debug with NB\r\n\r\n* Testing with NB\r\n\r\n* Refactoring\r\n\r\n* Refactoring\r\n\r\n* Refactoring and NB testing\r\n\r\n* Testing with NB\r\n\r\n* Refactoring\r\n\r\n* Prefix instance type with ml\r\n\r\n* Fix unit tests\r\n\r\n---------\r\n\r\nCo-authored-by: Jonathan Makunga \r\n\r\n* fix: use different separator to flatten dict (#4629)\r\n\r\n* Use separate tags for inference and training configs (#4635)\r\n\r\n* Use separate tags for inference and training\r\n\r\n* format\r\n\r\n* format\r\n\r\n* format\r\n\r\n* format\r\n\r\n* Add supported inference and incremental training configs (#4637)\r\n\r\n* supported inference configs\r\n\r\n* add tests\r\n\r\n* format\r\n\r\n* tests\r\n\r\n* tests\r\n\r\n* address comments\r\n\r\n* format and address comments\r\n\r\n* updates\r\n\r\n* formt\r\n\r\n* format\r\n\r\n* Benchmark feature fixes (#4632)\r\n\r\n* Filter down Benchmark Metrics\r\n\r\n* Filter down Benchmark Metrics\r\n\r\n* Testing NB\r\n\r\n* Testing MB\r\n\r\n* Testing\r\n\r\n* Refactoring\r\n\r\n* Unit tests\r\n\r\n* Display instance type first, and instance rate last\r\n\r\n* Display unbalanced metrics\r\n\r\n* Testing with NB\r\n\r\n* Testing with NB\r\n\r\n* Debug\r\n\r\n* Debug\r\n\r\n* Testing with NB\r\n\r\n* Testing with NB\r\n\r\n* Testing with NB\r\n\r\n* Refactoring\r\n\r\n* Refactoring\r\n\r\n* Refactoring\r\n\r\n* Unit tests\r\n\r\n* Custom lru\r\n\r\n* Custom lru\r\n\r\n* Custom lru\r\n\r\n* Custom lru\r\n\r\n* Custom lru\r\n\r\n* Custom lru\r\n\r\n* Custom lru\r\n\r\n* Custom lru\r\n\r\n* Custom lru\r\n\r\n* Custom lru\r\n\r\n* Refactoring\r\n\r\n* Debug\r\n\r\n* Config ranking\r\n\r\n* Debug\r\n\r\n* Debug\r\n\r\n* Debug\r\n\r\n* Debug\r\n\r\n* Debug\r\n\r\n* Ranking\r\n\r\n* Ranking-Debug\r\n\r\n* Ranking-Debug\r\n\r\n* Ranking-Debug\r\n\r\n* Ranking-Debug\r\n\r\n* Ranking-Debug\r\n\r\n* Ranking-Debug\r\n\r\n* Debug\r\n\r\n* Debug\r\n\r\n* Debug\r\n\r\n* Debug\r\n\r\n* Refactoring\r\n\r\n* Contact JumpStart team to fix flaky test. test_list_jumpstart_models_script_filter\r\n\r\n---------\r\n\r\nCo-authored-by: Jonathan Makunga \r\n\r\n* fix: typo and merge with master branch (#4649)\r\n\r\n* Merge master into benchmark feature (#4652)\r\n\r\n* Merge master into master-benchmark-feature (#4656)\r\n\r\n* Master benchmark feature (#4658)\r\n\r\n* Master benchmark feature merge master (#4661)\r\n\r\n* Master benchmark feature (#4672)\r\n\r\n* fix: mainline alt config parsing (#4602)\r\n\r\n* fix: parsing\r\n\r\n* fix: commit tests\r\n\r\n* fix: types\r\n\r\n* updated\r\n\r\n* fix\r\n\r\n* Add Triton v24.03 URI (#4605)\r\n\r\nCo-authored-by: Nikhil Kulkarni \r\n\r\n* feature: support session tag chaining for training job (#4596)\r\n\r\n* feature: support session tag chaining for training job\r\n\r\n* fix: resolve typo\r\n\r\n* fix: resolve typo and build failure\r\n\r\n* fix: resolve typo and unit test failure\r\n\r\n---------\r\n\r\nCo-authored-by: Jessica Zhu \r\n\r\n* prepare release v2.217.0\r\n\r\n* update development version to v2.217.1.dev0\r\n\r\n* fix: properly close files in lineage queries and tests (#4587)\r\n\r\nCloses #4458\r\n\r\n* feature: set default allow_pickle param to False (#4557)\r\n\r\n* breaking: set default allow_pickle param to False\r\n\r\n* breaking: fix unit tests and linting\r\n\r\nNumpyDeserializer will not allow deserialization\r\nunless allow_pickle flag is set to True explicitly\r\n\r\n* fix: black-check\r\n\r\n---------\r\n\r\nCo-authored-by: Ashwin Krishna \r\n\r\n* Fix:invalid component error with new metadata (#4634)\r\n\r\n* fix: invalid component name\r\n\r\n* tests\r\n\r\n* format\r\n\r\n* fix vulnerable model integ tests llama 2\r\n\r\n* updated\r\n\r\n* fix: training dataset location\r\n\r\n* prepare release v2.218.0\r\n\r\n* update development version to v2.218.1.dev0\r\n\r\n* chore: update skipped flaky tests (#4644)\r\n\r\n* Update skipped flaky tests\r\n\r\n* flake8\r\n\r\n* format\r\n\r\n* format\r\n\r\n* chore: release tgi 2.0.1 (#4642)\r\n\r\n* chore: release tgi 2.0.1\r\n\r\n* minor fix\r\n\r\n---------\r\n\r\nCo-authored-by: Zhaoqi <52220743+zhaoqizqwang@users.noreply.github.com>\r\n\r\n* fix: Fix UserAgent logging in Python SDK (#4647)\r\n\r\n* prepare release v2.218.1\r\n\r\n* update development version to v2.218.2.dev0\r\n\r\n* feature: allow choosing js payload by alias in private method\r\n\r\n* Updates for SMP v2.3.1 (#4660)\r\n\r\nCo-authored-by: Suhit Kodgule \r\n\r\n* chore(deps): bump jinja2 from 3.1.3 to 3.1.4 in /doc (#4655)\r\n\r\nBumps [jinja2](https://github.com/pallets/jinja) from 3.1.3 to 3.1.4.\r\n- [Release notes](https://github.com/pallets/jinja/releases)\r\n- [Changelog](https://github.com/pallets/jinja/blob/main/CHANGES.rst)\r\n- [Commits](https://github.com/pallets/jinja/compare/3.1.3...3.1.4)\r\n\r\n---\r\nupdated-dependencies:\r\n- dependency-name: jinja2\r\n dependency-type: direct:production\r\n...\r\n\r\nSigned-off-by: dependabot[bot] \r\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>\r\n\r\n* chore(deps): bump tqdm from 4.66.2 to 4.66.3 in /tests/data/serve_resources/mlflow/pytorch (#4650)\r\n\r\nBumps [tqdm](https://github.com/tqdm/tqdm) from 4.66.2 to 4.66.3.\r\n- [Release notes](https://github.com/tqdm/tqdm/releases)\r\n- [Commits](https://github.com/tqdm/tqdm/compare/v4.66.2...v4.66.3)\r\n\r\n---\r\nupdated-dependencies:\r\n- dependency-name: tqdm\r\n dependency-type: direct:production\r\n...\r\n\r\nSigned-off-by: dependabot[bot] \r\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>\r\n\r\n* chore(deps): bump jinja2 from 3.1.3 to 3.1.4 in /requirements/extras (#4654)\r\n\r\nBumps [jinja2](https://github.com/pallets/jinja) from 3.1.3 to 3.1.4.\r\n- [Release notes](https://github.com/pallets/jinja/releases)\r\n- [Changelog](https://github.com/pallets/jinja/blob/main/CHANGES.rst)\r\n- [Commits](https://github.com/pallets/jinja/compare/3.1.3...3.1.4)\r\n\r\n---\r\nupdated-dependencies:\r\n- dependency-name: jinja2\r\n dependency-type: direct:production\r\n...\r\n\r\nSigned-off-by: dependabot[bot] \r\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>\r\n\r\n* prepare release v2.219.0\r\n\r\n* update development version to v2.219.1.dev0\r\n\r\n* fix: skip flakey tests pending investigation (#4667)\r\n\r\n* change: update image_uri_configs 05-09-2024 07:17:41 PST\r\n\r\n* Add tensorflow_serving support for mlflow models and enable lineage tracking for mlflow models (#4662)\r\n\r\n* Initial commit for tensorflow_serving support of MLflow\r\n\r\n* Add integ tests for mlflow tf_serving\r\n\r\n* fix style issues\r\n\r\n* remove unused attributes from tf builder\r\n\r\n* Add deep ping for tf_serving local mode\r\n\r\n* Initial commit for lineage impl\r\n\r\n* Initial commit for tensorflow_serving support of MLflow\r\n\r\n* Add integ tests for mlflow tf_serving\r\n\r\n* fix style issues\r\n\r\n* remove unused attributes from tf builder\r\n\r\n* Add deep ping for tf_serving local mode\r\n\r\n* Add integ tests and uts\r\n\r\n* fix local mode for tf_serving\r\n\r\n* Allow lineage tracking only in sagemaker endpoint mode\r\n\r\n* fix regex pattern\r\n\r\n* fix style issues\r\n\r\n* fix regex pattern and hard coded py version in ut\r\n\r\n* fix missing session\r\n\r\n* Resolve pr comments and fix regex for mlflow registry and ids\r\n\r\n* fix: model builder race condition on sagemaker session (#4673)\r\n\r\nCo-authored-by: Jonathan Makunga \r\n\r\n* feat: Add telemetry support for mlflow models (#4674)\r\n\r\n* Initial commit for telemetry support\r\n\r\n* Fix style issues and add more logger messages\r\n\r\n* fix value error messages in ut\r\n\r\n* feat: add new images for HF TGI release (#4677)\r\n\r\n* chore: add new images for HF TGI release\r\n\r\n* test\r\n\r\n* feature: AutoGluon 1.1.0 image_uris update (#4679)\r\n\r\nCo-authored-by: Ubuntu \r\n\r\n* change: add debug logs to workflow container dist creation (#4682)\r\n\r\n* prepare release v2.220.0\r\n\r\n* update development version to v2.220.1.dev0\r\n\r\n* fix: Image URI should take precedence for HF models (#4684)\r\n\r\n* Fix: Image URI should take precedence for HF models\r\n\r\n* Fix formatting\r\n\r\n* Fix formatting\r\n\r\n* Fix formatting\r\n\r\n* Increase coverage - UT pass\r\n\r\n* feat: support config_name in all JumpStart interfaces (#4583) (#4607)\r\n\r\n* add-config-name\r\n\r\n* address comments\r\n\r\n* updates for set config\r\n\r\n* docstyle\r\n\r\n* updates\r\n\r\n* fix\r\n\r\n* format\r\n\r\n* format\r\n\r\n* remove tests\r\n\r\n* Add ReadOnly APIs (#4606)\r\n\r\n* Add ReadOnly APIs\r\n\r\n* Resolving PR review comments\r\n\r\n* Resolve PR review comments\r\n\r\n* Refactoring\r\n\r\n* Refactoring\r\n\r\n* Add Caching\r\n\r\n* Refactore\r\n\r\n* Resolving conflicts\r\n\r\n* Add Unit Tests\r\n\r\n* Fix Unit Tests\r\n\r\n* Fix unit tests\r\n\r\n* Fix UT\r\n\r\n* Refactoring\r\n\r\n* Fix Integ tests\r\n\r\n* refactoring after Notebook testing\r\n\r\n* Fix code styles\r\n\r\n---------\r\n\r\nCo-authored-by: Jonathan Makunga \r\n\r\n* feat: tag JumpStart resource with config names (#4608)\r\n\r\n* tag config name\r\n\r\n* format\r\n\r\n* resolving comments\r\n\r\n* format\r\n\r\n* format\r\n\r\n* update\r\n\r\n* fix\r\n\r\n* format\r\n\r\n* updates inference component config name\r\n\r\n* fix: tests\r\n\r\n* ModelBuilder: Add functionalities to get and set deployment config. (#4614)\r\n\r\n* Add funtionalities to get and set deployment config\r\n\r\n* Resolve PR comments\r\n\r\n* ModelBuilder-JS\r\n\r\n* Add Unit tests\r\n\r\n* Refactoring\r\n\r\n* Testing with Notebook\r\n\r\n* Test backward compatibility\r\n\r\n* Remove Accelerated column if all not enabled\r\n\r\n* Fix docstring\r\n\r\n* Resolved PR Review comments\r\n\r\n* Docstring\r\n\r\n* increase code coverage\r\n\r\n---------\r\n\r\nCo-authored-by: Jonathan Makunga \r\n\r\n* Benchmark feature v2 (#4618)\r\n\r\n* Add funtionalities to get and set deployment config\r\n\r\n* Resolve PR comments\r\n\r\n* ModelBuilder-JS\r\n\r\n* Add Unit tests\r\n\r\n* Refactoring\r\n\r\n* Testing with Notebook\r\n\r\n* Test backward compatibility\r\n\r\n* Remove Accelerated column if all not enabled\r\n\r\n* Fix docstring\r\n\r\n* Resolved PR Review comments\r\n\r\n* Docstring\r\n\r\n* increase code coverage\r\n\r\n* Testing fix with Notebook\r\n\r\n* Only fetch instance rate metrics if not present\r\n\r\n* Increase code coverage\r\n\r\n---------\r\n\r\nCo-authored-by: Jonathan Makunga \r\n\r\n* fix: populate default config name to model (#4617)\r\n\r\n* fix: populate default config name to model\r\n\r\n* update condition\r\n\r\n* fix\r\n\r\n* format\r\n\r\n* flake8\r\n\r\n* fix tests\r\n\r\n* fix coverage\r\n\r\n* temporarily skip integ test vulnerbility\r\n\r\n* fix tolerate attach method\r\n\r\n* format\r\n\r\n* fix predictor\r\n\r\n* format\r\n\r\n* Fix fetch instance rate bug (#4624)\r\n\r\nCo-authored-by: Jonathan Makunga \r\n\r\n* chore: require config name and instance type in set_deployment_config (#4625)\r\n\r\n* require config_name and instance_type in set config\r\n\r\n* docstring\r\n\r\n* add supported instance types check\r\n\r\n* add more tests\r\n\r\n* format\r\n\r\n* fix tests\r\n\r\n* Deployment Configs - Follow-ups (#4626)\r\n\r\n* Init Deployment configs outside Model init.\r\n\r\n* Testing with NB\r\n\r\n* Testing with NB-V2\r\n\r\n* Refactoring, NB testing\r\n\r\n* NB Testing and Refactoring\r\n\r\n* Testing\r\n\r\n* Refactoring\r\n\r\n* Testing with NB\r\n\r\n* Debug\r\n\r\n* Debug display API\r\n\r\n* Debug with NB\r\n\r\n* Testing with NB\r\n\r\n* Refactoring\r\n\r\n* Refactoring\r\n\r\n* Refactoring and NB testing\r\n\r\n* Testing with NB\r\n\r\n* Refactoring\r\n\r\n* Prefix instance type with ml\r\n\r\n* Fix unit tests\r\n\r\n---------\r\n\r\nCo-authored-by: Jonathan Makunga \r\n\r\n* fix: use different separator to flatten dict (#4629)\r\n\r\n* Use separate tags for inference and training configs (#4635)\r\n\r\n* Use separate tags for inference and training\r\n\r\n* format\r\n\r\n* format\r\n\r\n* format\r\n\r\n* format\r\n\r\n* Add supported inference and incremental training configs (#4637)\r\n\r\n* supported inference configs\r\n\r\n* add tests\r\n\r\n* format\r\n\r\n* tests\r\n\r\n* tests\r\n\r\n* address comments\r\n\r\n* format and address comments\r\n\r\n* updates\r\n\r\n* formt\r\n\r\n* format\r\n\r\n* Benchmark feature fixes (#4632)\r\n\r\n* Filter down Benchmark Metrics\r\n\r\n* Filter down Benchmark Metrics\r\n\r\n* Testing NB\r\n\r\n* Testing MB\r\n\r\n* Testing\r\n\r\n* Refactoring\r\n\r\n* Unit tests\r\n\r\n* Display instance type first, and instance rate last\r\n\r\n* Display unbalanced metrics\r\n\r\n* Testing with NB\r\n\r\n* Testing with NB\r\n\r\n* Debug\r\n\r\n* Debug\r\n\r\n* Testing with NB\r\n\r\n* Testing with NB\r\n\r\n* Testing with NB\r\n\r\n* Refactoring\r\n\r\n* Refactoring\r\n\r\n* Refactoring\r\n\r\n* Unit tests\r\n\r\n* Custom lru\r\n\r\n* Custom lru\r\n\r\n* Custom lru\r\n\r\n* Custom lru\r\n\r\n* Custom lru\r\n\r\n* Custom lru\r\n\r\n* Custom lru\r\n\r\n* Custom lru\r\n\r\n* Custom lru\r\n\r\n* Custom lru\r\n\r\n* Refactoring\r\n\r\n* Debug\r\n\r\n* Config ranking\r\n\r\n* Debug\r\n\r\n* Debug\r\n\r\n* Debug\r\n\r\n* Debug\r\n\r\n* Debug\r\n\r\n* Ranking\r\n\r\n* Ranking-Debug\r\n\r\n* Ranking-Debug\r\n\r\n* Ranking-Debug\r\n\r\n* Ranking-Debug\r\n\r\n* Ranking-Debug\r\n\r\n* Ranking-Debug\r\n\r\n* Debug\r\n\r\n* Debug\r\n\r\n* Debug\r\n\r\n* Debug\r\n\r\n* Refactoring\r\n\r\n* Contact JumpStart team to fix flaky test. test_list_jumpstart_models_script_filter\r\n\r\n---------\r\n\r\nCo-authored-by: Jonathan Makunga \r\n\r\n* fix: typo and merge with master branch (#4649)\r\n\r\n* Merge master into benchmark feature (#4652)\r\n\r\n* Merge master into master-benchmark-feature (#4656)\r\n\r\n* Master benchmark feature (#4658)\r\n\r\n* Remove duplicate line in types.py\r\n\r\n* Remove duplicate lines\r\n\r\n* Remove duplicate lines\r\n\r\n* Remove duplicate lines\r\n\r\n* Remove duplicate lines\r\n\r\n* fix unit test\r\n\r\n---------\r\n\r\nSigned-off-by: dependabot[bot] \r\nCo-authored-by: Haotian An <33510317+Captainia@users.noreply.github.com>\r\nCo-authored-by: Nikhil Kulkarni \r\nCo-authored-by: Nikhil Kulkarni \r\nCo-authored-by: jessicazhu3 <106775307+jessicazhu3@users.noreply.github.com>\r\nCo-authored-by: Jessica Zhu \r\nCo-authored-by: ci \r\nCo-authored-by: Justin \r\nCo-authored-by: ASHWIN KRISHNA <38850354+akrishna1995@users.noreply.github.com>\r\nCo-authored-by: Ashwin Krishna \r\nCo-authored-by: Haixin Wang <98612668+haixiw@users.noreply.github.com>\r\nCo-authored-by: Zhaoqi <52220743+zhaoqizqwang@users.noreply.github.com>\r\nCo-authored-by: Kalyani Nikure <110067132+knikure@users.noreply.github.com>\r\nCo-authored-by: Keerthan Vasist \r\nCo-authored-by: SuhitK \r\nCo-authored-by: Suhit Kodgule \r\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>\r\nCo-authored-by: sagemaker-bot \r\nCo-authored-by: jiapinw <95885824+jiapinw@users.noreply.github.com>\r\nCo-authored-by: Jonathan Makunga <54963715+makungaj1@users.noreply.github.com>\r\nCo-authored-by: Jonathan Makunga \r\nCo-authored-by: Prateek M Desai \r\nCo-authored-by: Ubuntu \r\nCo-authored-by: Mufaddal Rohawala <89424143+mufaddal-rohawala@users.noreply.github.com>\r\nCo-authored-by: Samrudhi Sharma <154457034+samruds@users.noreply.github.com>\r\nCo-authored-by: evakravi <69981223+evakravi@users.noreply.github.com>\r\n\r\n* fix benchmark feature read-only apis (#4675)\r\n\r\n* Rearrange benchmark metric table\r\n\r\n* Refactoring\r\n\r\n* Refactoring\r\n\r\n* Refactoring\r\n\r\n* Refactoring\r\n\r\n* Debug\r\n\r\n* Debug\r\n\r\n* Debug\r\n\r\n* Debug\r\n\r\n* Debug\r\n\r\n* Debug\r\n\r\n* Debug\r\n\r\n* Debug\r\n\r\n* Debug\r\n\r\n* Debug\r\n\r\n* Debug\r\n\r\n* Debug\r\n\r\n* Debug\r\n\r\n* Debug\r\n\r\n* Debug\r\n\r\n* Debug\r\n\r\n* Debug\r\n\r\n* Refactoring\r\n\r\n* Refactoring\r\n\r\n* Refactoring\r\n\r\n* Refactoring\r\n\r\n* Refactoring\r\n\r\n* Add Unit tests\r\n\r\n* Refactoring\r\n\r\n* Refactoring\r\n\r\n* hide index from DataFrame\r\n\r\n---------\r\n\r\nCo-authored-by: Jonathan Makunga \r\n\r\n* feat: update alt config to work with model packages (#4706)\r\n\r\n* feat: update alt config to work with model packages\r\n\r\n* format\r\n\r\n* remove env vars for model package\r\n\r\n* fix tests\r\n\r\n* Update: ReadOnly APIs (#4707)\r\n\r\n* Model data arn\r\n\r\n* Refactoring\r\n\r\n* Refactoring\r\n\r\n* acceleration_configs\r\n\r\n* Refactoring\r\n\r\n* UT\r\n\r\n* Add Filter\r\n\r\n* UT\r\n\r\n* Revert \"UT\"\r\n\r\n* UT\r\n\r\n* UT\r\n\r\n---------\r\n\r\nCo-authored-by: Jonathan Makunga \r\n\r\n* ModelBuilder to support display with filter. (#4712)\r\n\r\nCo-authored-by: Jonathan Makunga \r\n\r\n* Sync branch (#4718)\r\n\r\n* fix: mainline alt config parsing (#4602)\r\n\r\n* fix: parsing\r\n\r\n* fix: commit tests\r\n\r\n* fix: types\r\n\r\n* updated\r\n\r\n* fix\r\n\r\n* Add Triton v24.03 URI (#4605)\r\n\r\nCo-authored-by: Nikhil Kulkarni \r\n\r\n* feature: support session tag chaining for training job (#4596)\r\n\r\n* feature: support session tag chaining for training job\r\n\r\n* fix: resolve typo\r\n\r\n* fix: resolve typo and build failure\r\n\r\n* fix: resolve typo and unit test failure\r\n\r\n---------\r\n\r\nCo-authored-by: Jessica Zhu \r\n\r\n* prepare release v2.217.0\r\n\r\n* update development version to v2.217.1.dev0\r\n\r\n* fix: properly close files in lineage queries and tests (#4587)\r\n\r\nCloses #4458\r\n\r\n* feature: set default allow_pickle param to False (#4557)\r\n\r\n* breaking: set default allow_pickle param to False\r\n\r\n* breaking: fix unit tests and linting\r\n\r\nNumpyDeserializer will not allow deserialization\r\nunless allow_pickle flag is set to True explicitly\r\n\r\n* fix: black-check\r\n\r\n---------\r\n\r\nCo-authored-by: Ashwin Krishna \r\n\r\n* Fix:invalid component error with new metadata (#4634)\r\n\r\n* fix: invalid component name\r\n\r\n* tests\r\n\r\n* format\r\n\r\n* fix vulnerable model integ tests llama 2\r\n\r\n* updated\r\n\r\n* fix: training dataset location\r\n\r\n* prepare release v2.218.0\r\n\r\n* update development version to v2.218.1.dev0\r\n\r\n* chore: update skipped flaky tests (#4644)\r\n\r\n* Update skipped flaky tests\r\n\r\n* flake8\r\n\r\n* format\r\n\r\n* format\r\n\r\n* chore: release tgi 2.0.1 (#4642)\r\n\r\n* chore: release tgi 2.0.1\r\n\r\n* minor fix\r\n\r\n---------\r\n\r\nCo-authored-by: Zhaoqi <52220743+zhaoqizqwang@users.noreply.github.com>\r\n\r\n* fix: Fix UserAgent logging in Python SDK (#4647)\r\n\r\n* prepare release v2.218.1\r\n\r\n* update development version to v2.218.2.dev0\r\n\r\n* feature: allow choosing js payload by alias in private method\r\n\r\n* Updates for SMP v2.3.1 (#4660)\r\n\r\nCo-authored-by: Suhit Kodgule \r\n\r\n* chore(deps): bump jinja2 from 3.1.3 to 3.1.4 in /doc (#4655)\r\n\r\nBumps [jinja2](https://github.com/pallets/jinja) from 3.1.3 to 3.1.4.\r\n- [Release notes](https://github.com/pallets/jinja/releases)\r\n- [Changelog](https://github.com/pallets/jinja/blob/main/CHANGES.rst)\r\n- [Commits](https://github.com/pallets/jinja/compare/3.1.3...3.1.4)\r\n\r\n---\r\nupdated-dependencies:\r\n- dependency-name: jinja2\r\n dependency-type: direct:production\r\n...\r\n\r\nSigned-off-by: dependabot[bot] \r\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>\r\n\r\n* chore(deps): bump tqdm from 4.66.2 to 4.66.3 in /tests/data/serve_resources/mlflow/pytorch (#4650)\r\n\r\nBumps [tqdm](https://github.com/tqdm/tqdm) from 4.66.2 to 4.66.3.\r\n- [Release notes](https://github.com/tqdm/tqdm/releases)\r\n- [Commits](https://github.com/tqdm/tqdm/compare/v4.66.2...v4.66.3)\r\n\r\n---\r\nupdated-dependencies:\r\n- dependency-name: tqdm\r\n dependency-type: direct:production\r\n...\r\n\r\nSigned-off-by: dependabot[bot] \r\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>\r\n\r\n* chore(deps): bump jinja2 from 3.1.3 to 3.1.4 in /requirements/extras (#4654)\r\n\r\nBumps [jinja2](https://github.com/pallets/jinja) from 3.1.3 to 3.1.4.\r\n- [Release notes](https://github.com/pallets/jinja/releases)\r\n- [Changelog](https://github.com/pallets/jinja/blob/main/CHANGES.rst)\r\n- [Commits](https://github.com/pallets/jinja/compare/3.1.3...3.1.4)\r\n\r\n---\r\nupdated-dependencies:\r\n- dependency-name: jinja2\r\n dependency-type: direct:production\r\n...\r\n\r\nSigned-off-by: dependabot[bot] \r\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>\r\n\r\n* prepare release v2.219.0\r\n\r\n* update development version to v2.219.1.dev0\r\n\r\n* fix: skip flakey tests pending investigation (#4667)\r\n\r\n* change: update image_uri_configs 05-09-2024 07:17:41 PST\r\n\r\n* Add tensorflow_serving support for mlflow models and enable lineage tracking for mlflow models (#4662)\r\n\r\n* Initial commit for tensorflow_serving support of MLflow\r\n\r\n* Add integ tests for mlflow tf_serving\r\n\r\n* fix style issues\r\n\r\n* remove unused attributes from tf builder\r\n\r\n* Add deep ping for tf_serving local mode\r\n\r\n* Initial commit for lineage impl\r\n\r\n* Initial commit for tensorflow_serving support of MLflow\r\n\r\n* Add integ tests for mlflow tf_serving\r\n\r\n* fix style issues\r\n\r\n* remove unused attributes from tf builder\r\n\r\n* Add deep ping for tf_serving local mode\r\n\r\n* Add integ tests and uts\r\n\r\n* fix local mode for tf_serving\r\n\r\n* Allow lineage tracking only in sagemaker endpoint mode\r\n\r\n* fix regex pattern\r\n\r\n* fix style issues\r\n\r\n* fix regex pattern and hard coded py version in ut\r\n\r\n* fix missing session\r\n\r\n* Resolve pr comments and fix regex for mlflow registry and ids\r\n\r\n* fix: model builder race condition on sagemaker session (#4673)\r\n\r\nCo-authored-by: Jonathan Makunga \r\n\r\n* feat: Add telemetry support for mlflow models (#4674)\r\n\r\n* Initial commit for telemetry support\r\n\r\n* Fix style issues and add more logger messages\r\n\r\n* fix value error messages in ut\r\n\r\n* feat: add new images for HF TGI release (#4677)\r\n\r\n* chore: add new images for HF TGI release\r\n\r\n* test\r\n\r\n* feature: AutoGluon 1.1.0 image_uris update (#4679)\r\n\r\nCo-authored-by: Ubuntu \r\n\r\n* change: add debug logs to workflow container dist creation (#4682)\r\n\r\n* prepare release v2.220.0\r\n\r\n* update development version to v2.220.1.dev0\r\n\r\n* fix: Image URI should take precedence for HF models (#4684)\r\n\r\n* Fix: Image URI should take precedence for HF models\r\n\r\n* Fix formatting\r\n\r\n* Fix formatting\r\n\r\n* Fix formatting\r\n\r\n* Increase coverage - UT pass\r\n\r\n* feat: onboard tei image config to pysdk (#4681)\r\n\r\n* feat: onboard tei image config to pysdk\r\n\r\n* fix formatting issue\r\n\r\n* minor fix func name\r\n\r\n* fix unit tests\r\n\r\n---------\r\n\r\nCo-authored-by: Mufaddal Rohawala <89424143+mufaddal-rohawala@users.noreply.github.com>\r\n\r\n* fix: model builder limited container support for endpoint mode. (#4683)\r\n\r\n* Allow ModelBuilder's endpoint mode for Jumpstart models packaged with containers other than TGI and DJL\r\n\r\n* increase coverage\r\n\r\n* Add JS Support for MMS Serving\r\n\r\n* Add JS Support for MMS Serving\r\n\r\n* Unit tests\r\n\r\n* Refactoring\r\n\r\n* Refactoring\r\n\r\n* Refactoring\r\n\r\n---------\r\n\r\nCo-authored-by: Jonathan Makunga \r\n\r\n* change: Add more debuging (#4687)\r\n\r\n* change: cover tei with image_uris.retrieve API (#4689)\r\n\r\n* fix: JS Model with non-TGI/non-DJL deployment failure (#4688)\r\n\r\n* Debug\r\n\r\n* Debug\r\n\r\n* Debug\r\n\r\n* Debug\r\n\r\n* Debug\r\n\r\n* Debug\r\n\r\n* fix docstyle\r\n\r\n* Refactoring\r\n\r\n* Add Integ tests\r\n\r\n---------\r\n\r\nCo-authored-by: Jonathan Makunga \r\n\r\n* Feat: Pull latest tei container for sentence similiarity models on HuggingFace hub (#4686)\r\n\r\n* Update: Pull latest tei container for sentence similiarity models\r\n\r\n* Fix formatting\r\n\r\n* Address PR comments\r\n\r\n* Fix formatting\r\n\r\n* Fix check\r\n\r\n* Switch sentence similarity to be deployed on tgi\r\n\r\n* Fix formatting\r\n\r\n* Fix formatting\r\n\r\n* Fix formatting\r\n\r\n* Fix formatting\r\n\r\n* Introduce TEI builder with TGI server\r\n\r\n* Fix formmatting\r\n\r\n* Add integ test\r\n\r\n* Fix formatting\r\n\r\n* Add integ test\r\n\r\n* Add integ test\r\n\r\n* Add integ test\r\n\r\n* Add integ test\r\n\r\n* Add integ test\r\n\r\n* Fix formatting\r\n\r\n* Move to G5 for integ test\r\n\r\n* Fix formatting\r\n\r\n* Integ test updates\r\n\r\n* Integ test updates\r\n\r\n* Integ test updates\r\n\r\n* Fix formatting\r\n\r\n* Integ test updates\r\n\r\n* Move back to generate for ping\r\n\r\n* Integ test updates\r\n\r\n* Integ test updates\r\n\r\n* Fix: Add Image URI overrides for transformers models (#4693)\r\n\r\n* Fix: Add Image URI overrides for transformers models\r\n\r\n* Increase coverage\r\n\r\n* Fix formatting\r\n\r\n* prepare release v2.221.0\r\n\r\n* update development version to v2.221.1.dev0\r\n\r\n* Add tei cpu image (#4695)\r\n\r\n* Add tei cpu image\r\n\r\n* fix format issue\r\n\r\n* fix unit tests\r\n\r\n* fix typo\r\n\r\n* fix typo\r\n\r\n* Feat: Add TEI support for ModelBuilder (#4694)\r\n\r\n* Add TEI Serving\r\n\r\n* Add TEI Serving\r\n\r\n* Add TEI Serving\r\n\r\n* Add TEI Serving\r\n\r\n* Add TEI Serving\r\n\r\n* Add TEI Serving\r\n\r\n* Notebook testing\r\n\r\n* Notebook testing\r\n\r\n* Notebook testing\r\n\r\n* Refactoring\r\n\r\n* Refactoring\r\n\r\n* UT\r\n\r\n* UT\r\n\r\n* Refactoring\r\n\r\n* Test coverage\r\n\r\n* Refactoring\r\n\r\n* Refactoring\r\n\r\n---------\r\n\r\nCo-authored-by: Jonathan Makunga \r\n\r\n* Convert pytorchddp distribution to smdistributed distribution (#4698)\r\n\r\n* rewrite pytorchddp to smdistributed\r\n\r\n* remove instance type check\r\n\r\n* Update estimator.py\r\n\r\n* remove validate_pytorch_distribution\r\n\r\n* fix\r\n\r\n* fix unit tests\r\n\r\n* fix formatting\r\n\r\n* check instance type not None\r\n\r\n* prepare release v2.221.1\r\n\r\n* update development version to v2.221.2.dev0\r\n\r\n* Update: SM Endpoint Routing Strategy Support. (#4702)\r\n\r\n* RoutingConfig\r\n\r\n* Refactoring\r\n\r\n* Docstring\r\n\r\n* UT\r\n\r\n* Refactoring\r\n\r\n* Refactoring\r\n\r\n---------\r\n\r\nCo-authored-by: Jonathan Makunga \r\n\r\n* change: update image_uri_configs 05-29-2024 07:17:35 PST\r\n\r\n* Making project name in workflow files dynamic (#4708)\r\n\r\n* fix: Fix ci unit-tests (#4713)\r\n\r\n* chore(deps): bump requests from 2.31.0 to 2.32.2 in /tests/data/serve_resources/mlflow/pytorch (#4709)\r\n\r\nBumps [requests](https://github.com/psf/requests) from 2.31.0 to 2.32.2.\r\n- [Release notes](https://github.com/psf/requests/releases)\r\n- [Changelog](https://github.com/psf/requests/blob/main/HISTORY.md)\r\n- [Commits](https://github.com/psf/requests/compare/v2.31.0...v2.32.2)\r\n\r\n---\r\nupdated-dependencies:\r\n- dependency-name: requests\r\n dependency-type: direct:production\r\n...\r\n\r\nSigned-off-by: dependabot[bot] \r\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>\r\n\r\n* chore(deps): bump apache-airflow from 2.9.0 to 2.9.1 in /requirements/extras (#4703)\r\n\r\n* chore(deps): bump apache-airflow in /requirements/extras\r\n\r\nBumps [apache-airflow](https://github.com/apache/airflow) from 2.9.0 to 2.9.1.\r\n- [Release notes](https://github.com/apache/airflow/releases)\r\n- [Changelog](https://github.com/apache/airflow/blob/main/RELEASE_NOTES.rst)\r\n- [Commits](https://github.com/apache/airflow/compare/2.9.0...2.9.1)\r\n\r\n---\r\nupdated-dependencies:\r\n- dependency-name: apache-airflow\r\n dependency-type: direct:production\r\n...\r\n\r\nSigned-off-by: dependabot[bot] \r\n\r\n* Update tox.ini to bump apache-airflow\r\n\r\n---------\r\n\r\nSigned-off-by: dependabot[bot] \r\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>\r\nCo-authored-by: Kalyani Nikure <110067132+knikure@users.noreply.github.com>\r\n\r\n* chore(deps): bump mlflow from 2.10.2 to 2.12.1 in /tests/data/serve_resources/mlflow/pytorch (#4690)\r\n\r\nBumps [mlflow](https://github.com/mlflow/mlflow) from 2.10.2 to 2.12.1.\r\n- [Release notes](https://github.com/mlflow/mlflow/releases)\r\n- [Changelog](https://github.com/mlflow/mlflow/blob/master/CHANGELOG.md)\r\n- [Commits](https://github.com/mlflow/mlflow/compare/v2.10.2...v2.12.1)\r\n\r\n---\r\nupdated-dependencies:\r\n- dependency-name: mlflow\r\n dependency-type: direct:production\r\n...\r\n\r\nSigned-off-by: dependabot[bot] \r\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>\r\n\r\n* chore(deps): bump mlflow from 2.11.1 to 2.12.1 in /tests/data/serve_resources/mlflow/xgboost (#4692)\r\n\r\nBumps [mlflow](https://github.com/mlflow/mlflow) from 2.11.1 to 2.12.1.\r\n- [Release notes](https://github.com/mlflow/mlflow/releases)\r\n- [Changelog](https://github.com/mlflow/mlflow/blob/master/CHANGELOG.md)\r\n- [Commits](https://github.com/mlflow/mlflow/compare/v2.11.1...v2.12.1)\r\n\r\n---\r\nupdated-dependencies:\r\n- dependency-name: mlflow\r\n dependency-type: direct:production\r\n...\r\n\r\nSigned-off-by: dependabot[bot] \r\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>\r\n\r\n* chore(deps): bump mlflow from 2.11.1 to 2.12.1 in /tests/data/serve_resources/mlflow/tensorflow (#4691)\r\n\r\nBumps [mlflow](https://github.com/mlflow/mlflow) from 2.11.1 to 2.12.1.\r\n- [Release notes](https://github.com/mlflow/mlflow/releases)\r\n- [Changelog](https://github.com/mlflow/mlflow/blob/master/CHANGELOG.md)\r\n- [Commits](https://github.com/mlflow/mlflow/compare/v2.11.1...v2.12.1)\r\n\r\n---\r\nupdated-dependencies:\r\n- dependency-name: mlflow\r\n dependency-type: direct:production\r\n...\r\n\r\nSigned-off-by: dependabot[bot] \r\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>\r\n\r\n* change: Updates for DJL 0.28.0 release (#4701)\r\n\r\n* Sync Branch\r\n\r\n---------\r\n\r\nSigned-off-by: dependabot[bot] \r\nCo-authored-by: Haotian An <33510317+Captainia@users.noreply.github.com>\r\nCo-authored-by: Nikhil Kulkarni \r\nCo-authored-by: Nikhil Kulkarni \r\nCo-authored-by: jessicazhu3 <106775307+jessicazhu3@users.noreply.github.com>\r\nCo-authored-by: Jessica Zhu \r\nCo-authored-by: ci \r\nCo-authored-by: Justin \r\nCo-authored-by: ASHWIN KRISHNA <38850354+akrishna1995@users.noreply.github.com>\r\nCo-authored-by: Ashwin Krishna \r\nCo-authored-by: Haixin Wang <98612668+haixiw@users.noreply.github.com>\r\nCo-authored-by: Zhaoqi <52220743+zhaoqizqwang@users.noreply.github.com>\r\nCo-authored-by: Kalyani Nikure <110067132+knikure@users.noreply.github.com>\r\nCo-authored-by: Keerthan Vasist \r\nCo-authored-by: SuhitK \r\nCo-authored-by: Suhit Kodgule \r\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>\r\nCo-authored-by: sagemaker-bot \r\nCo-authored-by: jiapinw <95885824+jiapinw@users.noreply.github.com>\r\nCo-authored-by: Jonathan Makunga \r\nCo-authored-by: Prateek M Desai \r\nCo-authored-by: Ubuntu \r\nCo-authored-by: Mufaddal Rohawala <89424143+mufaddal-rohawala@users.noreply.github.com>\r\nCo-authored-by: Samrudhi Sharma <154457034+samruds@users.noreply.github.com>\r\nCo-authored-by: Tom Bousso \r\nCo-authored-by: Zhaoqi \r\nCo-authored-by: Tyler Osterberg \r\n\r\n* Merge\r\n\r\n---------\r\n\r\nSigned-off-by: dependabot[bot] \r\nCo-authored-by: Haotian An <33510317+Captainia@users.noreply.github.com>\r\nCo-authored-by: Jonathan Makunga \r\nCo-authored-by: evakravi <69981223+evakravi@users.noreply.github.com>\r\nCo-authored-by: Erick Benitez-Ramos <141277478+benieric@users.noreply.github.com>\r\nCo-authored-by: Nikhil Kulkarni \r\nCo-authored-by: Nikhil Kulkarni \r\nCo-authored-by: jessicazhu3 <106775307+jessicazhu3@users.noreply.github.com>\r\nCo-authored-by: Jessica Zhu \r\nCo-authored-by: Justin \r\nCo-authored-by: ASHWIN KRISHNA <38850354+akrishna1995@users.noreply.github.com>\r\nCo-authored-by: Ashwin Krishna \r\nCo-authored-by: Haixin Wang <98612668+haixiw@users.noreply.github.com>\r\nCo-authored-by: Zhaoqi <52220743+zhaoqizqwang@users.noreply.github.com>\r\nCo-authored-by: Kalyani Nikure <110067132+knikure@users.noreply.github.com>\r\nCo-authored-by: Keerthan Vasist \r\nCo-authored-by: SuhitK \r\nCo-authored-by: Suhit Kodgule \r\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>\r\nCo-authored-by: sagemaker-bot \r\nCo-authored-by: jiapinw <95885824+jiapinw@users.noreply.github.com>\r\nCo-authored-by: Prateek M Desai \r\nCo-authored-by: Ubuntu \r\nCo-authored-by: Mufaddal Rohawala <89424143+mufaddal-rohawala@users.noreply.github.com>\r\nCo-authored-by: Samrudhi Sharma <154457034+samruds@users.noreply.github.com>\r\nCo-authored-by: Tom Bousso \r\nCo-authored-by: Zhaoqi \r\nCo-authored-by: Tyler Osterberg \r\n\r\n* Fix UT (#1465)\r\n\r\nCo-authored-by: Jonathan Makunga \r\n\r\n---------\r\n\r\nSigned-off-by: dependabot[bot] \r\nCo-authored-by: Jonathan Makunga <54963715+makungaj1@users.noreply.github.com>\r\nCo-authored-by: Haotian An <33510317+Captainia@users.noreply.github.com>\r\nCo-authored-by: Jonathan Makunga \r\nCo-authored-by: evakravi <69981223+evakravi@users.noreply.github.com>\r\nCo-authored-by: Erick Benitez-Ramos <141277478+benieric@users.noreply.github.com>\r\nCo-authored-by: Nikhil Kulkarni \r\nCo-authored-by: Nikhil Kulkarni \r\nCo-authored-by: jessicazhu3 <106775307+jessicazhu3@users.noreply.github.com>\r\nCo-authored-by: Jessica Zhu \r\nCo-authored-by: Justin \r\nCo-authored-by: ASHWIN KRISHNA <38850354+akrishna1995@users.noreply.github.com>\r\nCo-authored-by: Ashwin Krishna \r\nCo-authored-by: Haixin Wang <98612668+haixiw@users.noreply.github.com>\r\nCo-authored-by: Zhaoqi <52220743+zhaoqizqwang@users.noreply.github.com>\r\nCo-authored-by: Keerthan Vasist \r\nCo-authored-by: SuhitK \r\nCo-authored-by: Suhit Kodgule \r\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>\r\nCo-authored-by: sagemaker-bot \r\nCo-authored-by: jiapinw <95885824+jiapinw@users.noreply.github.com>\r\nCo-authored-by: Prateek M Desai \r\nCo-authored-by: Ubuntu \r\nCo-authored-by: Mufaddal Rohawala <89424143+mufaddal-rohawala@users.noreply.github.com>\r\nCo-authored-by: Samrudhi Sharma <154457034+samruds@users.noreply.github.com>\r\nCo-authored-by: Tom Bousso \r\nCo-authored-by: Zhaoqi \r\nCo-authored-by: Tyler Osterberg \r\n\r\n* feat: Model class to support AdditionalModelDataSources (#1469)\r\n\r\n* Add support for AdditionalModelDataSources\r\n\r\n* Resolve PR comments\r\n\r\n* Resolve PR comments\r\n\r\n* Resolve PR comments\r\n\r\n* fix unit tests\r\n\r\n* Resolve PR comments\r\n\r\n---------\r\n\r\nCo-authored-by: Jonathan Makunga \r\n\r\n* feat: additional hosting model data source parsing (#1467)\r\n\r\n* feat: Additional Model Data source parsing\r\n\r\n* address comments\r\n\r\n* address comments\r\n\r\n* format\r\n\r\n* Add optimize to ModelBuilder (#1468)\r\n\r\n* Add optimize to ModelBuilder\r\n\r\n* Add polling for job completion\r\n\r\n* fix UTs\r\n\r\n---------\r\n\r\nCo-authored-by: Jacky Lee \r\n\r\n* feat: Added utils for extracting JS data sources (#1471)\r\n\r\n* added utils for accessing hosting data sources\r\n\r\n* added utils for accessing hosting data sources\r\n\r\n* removed other changes\r\n\r\n* fixed formatting issues\r\n\r\n* remove .keys()\r\n\r\n* updated JumpStartModelDataSource\r\n\r\n* fix slots\r\n\r\n* remove print\r\n\r\n* fix tests\r\n\r\n* update tests\r\n\r\n* fix: update passing additional model data sources to API (#1472)\r\n\r\n* feat: Added utils for extracting JS data sources (#1471)\r\n\r\n* added utils for accessing hosting data sources\r\n\r\n* added utils for accessing hosting data sources\r\n\r\n* removed other changes\r\n\r\n* fixed formatting issues\r\n\r\n* remove .keys()\r\n\r\n* updated JumpStartModelDataSource\r\n\r\n* fix slots\r\n\r\n* remove print\r\n\r\n* fix tests\r\n\r\n* update tests\r\n\r\n* fix: update passing additional model data sources to API\r\n\r\n* format\r\n\r\n* format\r\n\r\n* format\r\n\r\n* format and address comments\r\n\r\n* format\r\n\r\n* format\r\n\r\n* format\r\n\r\n---------\r\n\r\nCo-authored-by: Adam Kozdrowicz \r\n\r\n* fix: overriding instance specific fields in config components (#1478)\r\n\r\n* fix: instance specific variables override\r\n\r\n* format\r\n\r\n* Feat: Add optimize to ModelBuilder JS (#1474)\r\n\r\n* QS JS vanilla model\r\n\r\n* Use Alt config for Optimization\r\n\r\n* JS Optimize\r\n\r\n* Resolve config\r\n\r\n* inject additional tags\r\n\r\n* Inject tags\r\n\r\n* Refactoring\r\n\r\n* Refactoring\r\n\r\n* Filter Deployment config\r\n\r\n* Refactoring\r\n\r\n* Refactoring\r\n\r\n* Refactoring\r\n\r\n* Refactoring\r\n\r\n---------\r\n\r\nCo-authored-by: Jonathan Makunga \r\n\r\n* feat: use Neo bucket in speculative decoding data source (#1479)\r\n\r\n* Use Neo bucket in speculative decoding data source\r\n\r\n* address comments\r\n\r\n* format\r\n\r\n* address comments\r\n\r\n* add buckets to regional config\r\n\r\n* remove opt-in regions for neo buckets\r\n\r\n* feat: add build/deploy support for fine-tuned JS models (#1473)\r\n\r\n* feat: add support for fine-tuned JS models\r\n\r\n* Refactor\r\n\r\n* Refactor\r\n\r\n* Refactor\r\n\r\n* Refactor\r\n\r\n* pylint\r\n\r\n* pylint\r\n\r\n---------\r\n\r\nCo-authored-by: Jacky Lee \r\n\r\n* update: Add optimize to ModelBuilder JS (#1480)\r\n\r\n* Testing with Notebook\r\n\r\n* Refactoring\r\n\r\n* _poll_optimization_job refactoring\r\n\r\n* Resolve PR Comments\r\n\r\n* Refactoring\r\n\r\n* Refactoring\r\n\r\n* refactoring\r\n\r\n* Fix conflicts\r\n\r\n* Notebook testing\r\n\r\n* Refactoring\r\n\r\n* Refactoring\r\n\r\n---------\r\n\r\nCo-authored-by: Jonathan Makunga \r\n\r\n* update: Add optimize to ModelBuilder JS (#1485)\r\n\r\n* MB JS Optimize\r\n\r\n* UT\r\n\r\n* Refactore\r\n\r\n* UT\r\n\r\n* UT\r\n\r\n* refactore\r\n\r\n* refactore\r\n\r\n---------\r\n\r\nCo-authored-by: Jonathan Makunga \r\n\r\n* feat: add quicksilver telemetry (#1482)\r\n\r\n* feat: add quicksilver telemetry fields\r\n\r\n* pylint\r\n\r\n* add UTs\r\n\r\n* pylint\r\n\r\n* Refactor\r\n\r\n* add gated and fine-tuned to telemetry\r\n\r\n* fix: typo\r\n\r\n* fix: jumpstart var\r\n\r\n* refactor model_hub\r\n\r\n* pylint\r\n\r\n* update TEI/TGI to remove jumpstart field\r\n\r\n* reorder telemetry schema\r\n\r\n* refactor\r\n\r\n---------\r\n\r\nCo-authored-by: Jacky Lee \r\n\r\n* unit: tests for fine tuned JS model support (#1481)\r\n\r\n* UTs\r\n\r\n* flake8\r\n\r\n---------\r\n\r\nCo-authored-by: Jacky Lee \r\n\r\n* fix: use current session and role when setting config (#1493)\r\n\r\n* fix: use current session and role when setting config\r\n\r\n* format\r\n\r\n* fix: training arn support (#1494)\r\n\r\n* fix: training job ARN\r\n\r\n* pylint\r\n\r\n---------\r\n\r\nCo-authored-by: Jacky Lee \r\n\r\n* Bug bash fixes (#1492)\r\n\r\n* HF Optimized\r\n\r\n* Revert \"HF Optimized\"\r\n\r\n* MB HF Optimize support\r\n\r\n* Refactoring\r\n\r\n* HF only s3 upload if optimize\r\n\r\n* reuse role if provided in MB\r\n\r\n* Refactoring\r\n\r\n* New requirements\r\n\r\n* Draft\r\n\r\n* Refactoring\r\n\r\n* Refactoring\r\n\r\n* Bug Bash fixes\r\n\r\n* UT\r\n\r\n* UT\r\n\r\n* Fix for parsing optimization output\r\n\r\n* Tag fix\r\n\r\n* UT\r\n\r\n* UT\r\n\r\n---------\r\n\r\nCo-authored-by: Jonathan Makunga \r\n\r\n* Bug fixes (#1496)\r\n\r\n* Bug fixes\r\n\r\n* refcatore\r\n\r\n* ENV update\r\n\r\n* Remove code duplication\r\n\r\n* Fix Integ tests\r\n\r\n* Fix MB EULA bug\r\n\r\n---------\r\n\r\nCo-authored-by: Jonathan Makunga \r\n\r\n* JS Optimize api ref\r\n\r\n* Refactoring\r\n\r\n* Refactoring\r\n\r\n* Fix issues\r\n\r\n* Channel name\r\n\r\n* Channel name\r\n\r\n* Optimization output\r\n\r\n* neuron model env\r\n\r\n* Merge master into master-benchmark-feature (#1502)\r\n\r\n* prepare release v2.222.0\r\n\r\n* update development version to v2.222.1.dev0\r\n\r\n* fix: estimator.deploy not respecting instance type (#4724)\r\n\r\n* fix: estimator.deploy not respecting instance type\r\n\r\n* chore: add inline comment about using user supplied instance type\r\n\r\n* First changes (#4723)\r\n\r\nCo-authored-by: Bryannah Hernandez \r\n\r\n* prepare release v2.222.1\r\n\r\n* update development version to v2.222.2.dev0\r\n\r\n* change: update image_uri_configs 06-12-2024 07:17:03 PST\r\n\r\n* fix: Fix ci unit-tests (#4728)\r\n\r\n* Implement custom telemetry logging in SDK (#4721)\r\n\r\n* Fix Sniping bug fix (#4730)\r\n\r\n* Python SDK bucket sniping fix bug\r\n\r\n* Python SDK bucket sniping fix bug\r\n\r\n* Minor fixes to default bucket function and fixing unit tests\r\n\r\n* fix - Fixes from Pylint failures\r\n\r\n* fix - Fixes from Flake8 failures\r\n\r\n* fix - More Flake8 fixes\r\n\r\n* fix - Remove Whitespace from blankline\r\n\r\n* fix - Fix black recommendations\r\n\r\n* fix - Adjust tabbing\r\n\r\n---------\r\n\r\nCo-authored-by: Jiao Liu \r\nCo-authored-by: liujiaor <128006184+liujiaorr@users.noreply.github.com>\r\n\r\n* feature: add 'ModelCard' property to Register step (#4726)\r\n\r\n* feature: add 'ModelCard' property to RegisterModel step\r\n\r\n* Updated ModelCard content type\r\n\r\n* fix: ModelCard Object integ Test fix\r\n\r\n---------\r\n\r\nCo-authored-by: Gokul A <166456257+nargokul@users.noreply.github.com>\r\n\r\n* prepare release v2.223.0\r\n\r\n* update development version to v2.223.1.dev0\r\n\r\n* Fix Dependabot Issues - MLFlow Version (#4731)\r\n\r\n* fix - Address Dependapot issues\r\n\r\n* fix -Update MLFLOW Version\r\n\r\n* Fix: AttributeError: 'NoneType' object has no attribute 'len' error in session.py (#4735)\r\n\r\n* fix - Address Dependapot issues\r\n\r\n* fix -Update MLFLOW Version\r\n\r\n* fix - Update fetching Length for NoneType Error\r\n\r\n* change: Enable telemetry logging for Remote function (#4729)\r\n\r\n* change: Enhance telemetry logging module and feature coverage\r\n\r\n* Fix default session issue\r\n\r\n* fix unit-tests\r\n\r\n* chore: use ml.g5.2xlarge for integ test (#4741)\r\n\r\n* feat: JumpStartModel attach (#4680)\r\n\r\n* feat: JumpStartModel attach\r\n\r\n* fix: unit tests\r\n\r\n* chore: change order of kwargs to pass unit tests\r\n\r\n* chore: update docstrings, add tests\r\n\r\n* fix: docstring\r\n\r\n* fix: integ tests\r\n\r\n* chore: address PR comments\r\n\r\n---------\r\n\r\nCo-authored-by: Erick Benitez-Ramos <141277478+benieric@users.noreply.github.com>\r\n\r\n* Upgrading to PT 2.3 for release (#4732)\r\n\r\n* upgrading to PT 2.3 for release\r\n\r\n* reverting mistake in modifying dataparallel\r\n\r\n---------\r\n\r\nCo-authored-by: Andrew Tian \r\nCo-authored-by: Erick Benitez-Ramos <141277478+benieric@users.noreply.github.com>\r\n\r\n* feat(sagemaker-mlflow): New features for SageMaker MLflow (#4744)\r\n\r\n* feat: add support for mlflow inputs (#1441)\r\n\r\n* feat: add support for mlflow inputs\r\n\r\n* fix: typo\r\n\r\n* fix: doc\r\n\r\n* fix: S3 regex\r\n\r\n* fix: refactor\r\n\r\n* fix: refactor typo\r\n\r\n* fix: pylint\r\n\r\n* fix: pylint\r\n\r\n* fix: black and pylint\r\n\r\n---------\r\n\r\nCo-authored-by: Jacky Lee \r\n\r\n* fix: lineage tracking bug (#1447)\r\n\r\n* fix: lineage bug\r\n\r\n* fix: lineage\r\n\r\n* fix: add validation for tracking ARN input with MLflow input type\r\n\r\n* fix: bug\r\n\r\n* fix: unit tests\r\n\r\n* fix: mock\r\n\r\n* fix: args\r\n\r\n---------\r\n\r\nCo-authored-by: Jacky Lee \r\n\r\n* [Fix] regex for RunId to handle empty artifact path and change mlflow plugin name (#1455)\r\n\r\n* [Fix] run id regex pattern such that empty artifact path is handled\r\n\r\n* Change mlflow plugin name as per legal team requirement\r\n\r\n* Update describe_mlflow_tracking_server call to align with api changes (#1466)\r\n\r\n* feat: (sagemaker-mlflow) Adding Presigned Url function to SDK (#1462) (#1477)\r\n\r\n* mlflow presigned url changes\r\n\r\n* addressing design feedback\r\n\r\n* test changes\r\n\r\n* change: mlflow plugin name (#1489)\r\n\r\nCo-authored-by: Jacky Lee \r\n\r\n---------\r\n\r\nCo-authored-by: Jacky Lee \r\nCo-authored-by: Jacky Lee \r\nCo-authored-by: jiapinw <95885824+jiapinw@users.noreply.github.com>\r\nCo-authored-by: Erick Benitez-Ramos <141277478+benieric@users.noreply.github.com>\r\n\r\n* prepare release v2.224.0\r\n\r\n* update development version to v2.224.1.dev0\r\n\r\n* fix: Model server override logic (#4733)\r\n\r\n* fix: Model server override logic\r\n\r\n* Fix formatting\r\n\r\n---------\r\n\r\nCo-authored-by: Erick Benitez-Ramos <141277478+benieric@users.noreply.github.com>\r\n\r\n* chore(deps): bump apache-airflow from 2.9.1 to 2.9.2 in /requirements/extras (#4740)\r\n\r\nBumps [apache-airflow](https://github.com/apache/airflow) from 2.9.1 to 2.9.2.\r\n- [Release notes](https://github.com/apache/airflow/releases)\r\n- [Changelog](https://github.com/apache/airflow/blob/main/RELEASE_NOTES.rst)\r\n- [Commits](https://github.com/apache/airflow/compare/2.9.1...2.9.2)\r\n\r\n---\r\nupdated-dependencies:\r\n- dependency-name: apache-airflow\r\n dependency-type: direct:production\r\n...\r\n\r\nSigned-off-by: dependabot[bot] \r\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>\r\nCo-authored-by: Erick Benitez-Ramos <141277478+benieric@users.noreply.github.com>\r\n\r\n* fix: Update tox.ini (#4747)\r\n\r\n* change: Update README.rst to show conda-forge version of SageMaker SDK (#4749)\r\n\r\n* JumpStart CuratedHub Launch (#4748)\r\n\r\n* Implement CuratedHub APIs (#1449)\r\n\r\n* Implement CuratedHub Admin APIs\r\n\r\n* making some parameters optional in create_hub_content_reference as per the API design\r\n\r\n* add describe_hub and list_hubs APIs\r\n\r\n* implement delete_hub API\r\n\r\n* Implement list_hub_contents API\r\n\r\n* create CuratedHub class and supported utils\r\n\r\n* implement list_models and address comments\r\n\r\n* Add unit tests\r\n\r\n* add describe_model function\r\n\r\n* cache retrieval for describeHubContent changes\r\n\r\n* fix curated hub class unit tests\r\n\r\n* add utils needed for curatedHub\r\n\r\n* Cache retrieval\r\n\r\n* implement get_hub_model_reference()\r\n\r\n* cleanup HUB type datatype\r\n\r\n* cleanup constants\r\n\r\n* rename list_public_models to list_jumpstart_service_hub_models\r\n\r\n* implement describe_model_reference\r\n\r\n* Rename CuratedHub to Hub\r\n\r\n* address nit\r\n\r\n* address nits and fix failing tests\r\n\r\n---------\r\n\r\nCo-authored-by: Malav Shastri \r\n\r\n* feat: implement list_jumpstart_service_hub_models function to fetch JumpStart public hub models (#1456)\r\n\r\n* Implement CuratedHub Admin APIs\r\n\r\n* making some parameters optional in create_hub_content_reference as per the API design\r\n\r\n* add describe_hub and list_hubs APIs\r\n\r\n* implement delete_hub API\r\n\r\n* 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