Sagemaker

Features

* JumpStart Gated Model Support in ModelBuilder Local Modes
* Changes to support remote schema retrieval for task types (question-answering, fill-mask) and added e2e tests for both local and remote hf schema logic.
* Upgrade smp to version 2.3.0

Bug Fixes and Other Changes

* disable modelbuilder mlflow local integ tests
* add integ-tests to codebuild-ci.yml
* [Feat] Support MLflow Model Format Through ModelBuilder
* Test SM PySDK Variations
* typo in jumpstart manifest and refine tests
* add kix to launched regions
* Remove space specific business logic from Python SDK function to fetch execution role
* Remove notebook tests from CI health check and the script

Bug Fixes and Other Changes

* [Fix] Switch to subprocess in ModelBuilder when capturing dependencies
* chore: skip flaky test

Bug Fixes and Other Changes

* Skip JS Tune integration test
* bump apache-airflow version to 2.8.3
* bump onnx version to >=1.15.0
* Updates for DJL 0.27.0 release
* Tune (local mode) support for Jumpstart Models
* attach jumpstart estimator for gated model

Bug Fixes and Other Changes

* Update schema dependency version
* remove failing deprecated tests from suite
* update readme, trigger p311 tests
* JumpStart list models flaky tests
* fix badge in README

Features

* add support to ``clarify.py`` for time series explainability jobs

Bug Fixes and Other Changes

* remove pytorch test for deprecated function
* skip test_experiment_analytics to unblock release
* Create workflow module scoped sagemaker_session to resolve test race condition
* Simplify how we process test dependencies, which are supposed to include all extras.
* skip failing feature store search integ test
* skip failing pt test
* list jumpstart models with invalid version strings
* urge customers to install latest version

Features

* Add support for Streaming Inference
* tgi optimum 0.0.19, 0.0.20 releases
* support JumpStart proprietary models
* Add ModelDataSource and SourceUri support for model package and while registering
* Accept user-defined env variables for the entry-point
* Add overriding logic in ModelBuilder when task is provided

Bug Fixes and Other Changes

* Improvement of the tuner documentation
* Skip of tests which are long running and causing the ResourceLimitInUse exception
* Add AutoML -> AutoMLV2 mapper
* add ci-health checks
* split coverage out from testenv in tox.ini
* add PT 2.2 support for smdistributed, pytorchddp, and torch_distributed distributions
* sagemaker session region not being used
* chore: emit warning when no instance specific gated training env var is available, and raise exception when accept_eula flag is not supplied
* enable github actions for PRs
* Move sagemaker pysdk version check after bootstrap in remote job
* make unit tests compatible with pytest-xdist
* Update tblib constraint