Sagemaker

Features

* Update SM Python SDK for PT 2.2.0 SM DLC

Bug Fixes and Other Changes

* Create custom tarfile extractall util to fix backward compatibility issue
* Upgrade smp to version 2.2
* Enhance model builder selection logic to include model size

Features

* pin dll version to support python3.11 to the sdk
* instance specific jumpstart host requirements
* Add TensorFlow 2.14 image configs
* Add AutoMLV2 support
* Support selective pipeline execution between function step and regular step
* Add new Triton DLC URIs

Bug Fixes and Other Changes

* Skip No Canvas regions for test_deploy_best_candidate
* make sure gpus are found in local_gpu run
* Bump Apache Airflow version to 2.8.2
* properly close sagemaker config file after loading config
* remove enable_network_isolation from the python doc

Documentation Changes

* Add doc for new feature processor APIs and classes

Features

* Prepend SageMaker Studio App Type to boto3 User Agent string
* TGI optimum 0.0.18 (general+llm)
* TGI 1.4.2

Bug Fixes and Other Changes

* tolerate vulnerable old model for integ test and temporarily skip test_list_jumpstart_models_script_filter
* add missing regions to pytorch config
* Add validation for sagemaker version on remote job
* fixed implementation of fail_on_violation for transform with monitoring

Features

* ModelBuilder to fetch local schema when no SchemaBuilder present.
* AutoGluon 1.0.0 image_uris update

Bug Fixes and Other Changes

* skip pytorch training compiler integ test
* add fixes for tarfile extractall functionality PEP-721
* Fix telemetry image uri option logic for ModelBuilder
* Add telemetry metrics on usage of default images for ModelBuilder
* Fix error message typo
* Add "distribution" parameter into record_set

Features

* Telemetry metrics
* TGI 1.4.0
* Support collection type and target store for feature store ingestion.

Bug Fixes and Other Changes

* bump jinja2 to 3.1.3 in doc/requirments.txt
* chore(deps): bump jinja2 from 3.0.3 to 3.1.3 in /requirements/extras
* Fix dependabot alert in transformers package
* Bump Apache Airflow version to 2.8.0
* skip failing mxnet tests

Documentation Changes

* change order of pipelines topics
* Explain the ClarifyCheckStep and QualityCheckStep parameters
* fix the ClarifyCheckStep documentation to mention PDP

Bug Fixes and Other Changes

* Add PT 2.1 as a supported framework for the smdistributed distribution
* Enable private docker registry support for ModelBuilder
* HF PT 2.1 Image Configs

Documentation Changes

* add setup commands for documentation generation