Sagemaker

Bug Fixes and Other Changes

* update image_uri_configs 12-22-2023 06:17:35 PST
* update model path in local mode
* Using logging instead of prints

Documentation Changes

* update issue template.

Features

* support remote debug for sagemaker training job

Bug Fixes and Other Changes

* update image_uri_configs 12-21-2023 08:32:41 PST
* Update tblib constraint

Features

* Use specific images for SMP v2 jobs
* Added update for model package

Bug Fixes and Other Changes

* Add write permission to job output dirs for remote and step decorator running on non-root job user
* Move func and args serialization of function step to step level

Documentation Changes

* SMP v2 doc updates (1423)
* fix ModelBuilder sample notebook links

Bug Fixes and Other Changes

* Merge branch 'master-rba' into local_merge
* Fix user agent tag issue
* update image_uri_configs 12-13-2023 14:04:54 PST
* update image_uri_configs 12-13-2023 12:23:06 PST

Deprecations and Removals

* remove explicit `partitions` key requirement on pysdk side.

Features

* add non-repeating config logger
* Add SageMaker Geospatial verison 1.x images
* TGI 1.2.0 Image Uri
* support model.register() with triton model
* Enable retrieving function step results for local mode

Bug Fixes and Other Changes

* TGI 1.3.1
* excessive jumpstart instance type logging
* Support local mode for remote function
* `Session.download_data` can not download nested objects
* Fix writing into non-closed file with git clone command
* mitigation of xgboost container incompatibility with new version
* update image and hardware validation with inf and graviton
* remove two setuptools deprecations
* minor jumpstart dev ex improvements
* save utils fix
* Correct DJL neuronx regions
* delete unused file inference-experience-dev-tester.sh
* Fix Experiment Run integ test w.r.t unexpected boto3 version
* Bump test dependencies versions
* fast follow on js uncompressed support - ModelBuilder
* Modify Region List for Neuron Images (HF neuron/neuronx, PT Neuron)

Documentation Changes

* Mention for custom Docker Image

Features

* Update boto3 version to 1.33.3
* Goldfinch InferenceComponent integration
* Add Pipeline step decorator, NotebookJobStep, and scheduler
* ModelBuilder for simplified model testing and deployment

Bug Fixes and Other Changes

* Skip failing integ tests
* chore: add jumpstart gated model integration tests
* disable integration tests for Inference Component based endpoint for non supported regions
* remove unnecessary whl file - Galactus
* refactor endpoint type enums, comments, docstrings, method names…
* Address SA feedback regarding deployment straight to Endpoint Mode - Galactus
* fix HuggingFace GEN2 model deployment arguments
* when customer role does not have permission to read logs from CW, default to standard logging - Galactus
* Add pagination for ListInferenceComponent API responses, address non-blocking comments
* Create CSVSerializerWrapper - Galactus
* Model builder Final Fixes
* remote function include_local_workdir default value
* use copy instead of move in bootstrap script
* WaiterError on failed pipeline execution. results()
* Add a unit test for consistency between step and remote decorator
* merge WorkdirConfig and custom_filter_filter parameters
* Add back mixed step type integ test
* do not delete temp folder generated by sdist
* make collect_parameters decorator as private
* HMAC signing for ModelBuilder Triton python backend

Documentation Changes

* update docstring for Generation two endpoint and validation message
* galactus doc updates
* CustomFileFilter doc updates
* NotebookJobSteps class parameter severity update