Releases: aws/sagemaker-python-sdk
Releases · aws/sagemaker-python-sdk
v2.200.0
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
v2.199.0
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
v2.198.0
Features
- re:Invent 2023 keynote1
v2.197.0
Features
- PT2.1 SM Training/Inference DLC Release
Bug Fixes and Other Changes
- Release HuggingFace PT Neuronx training image 1.13.1
- HuggingFace PT Neuronx release in SDK
v2.196.0
Features
- inference instance type conditioned on training instance type
Bug Fixes and Other Changes
- improved jumpstart tagging
v2.195.1
Bug Fixes and Other Changes
- Allow either instance_type or instance_group to be defined in…
- enhance image_uris unit tests
v2.195.0
Features
- jumpstart gated model artifacts
- jumpstart extract generated text from response
- jumpstart contruct payload utility
Bug Fixes and Other Changes
- relax upper bound on urllib in local mode requirements
- bump urllib3 version
- allow smdistributed to be enabled with torch_distributed.
- fix URL links
Documentation Changes
- remove python 2 reference
- update framework version links
v2.194.0
Features
- Added register step in Jumpstart model
- jumpstart instance specific metric definitions
Bug Fixes and Other Changes
- Updates for DJL 0.24.0 Release
- use getter for resource-metadata dict
- add method to Model class to check if repack is needed
v2.193.0
Features
- jumpstart model artifact instance type variants
- jumpstart instance specific hyperparameters
- Feature Processor event based triggers (#1132)
- Support job checkpoint in remote function
- jumpstart model package arn instance type variants
Bug Fixes and Other Changes
- Fix hyperlinks in feature_processor.scheduler parameter descriptions
- add image_uris_unit_test pytest mark
- bump apache-airflow to
v2.7.2
- clone distribution in validate_distribution
- fix flaky Inference Recommender integration tests
Documentation Changes
- Update PipelineModel.register documentation
- specify that input_shape in no longer required for torch 2.0 mod…
v2.192.1
Bug Fixes and Other Changes
- update local mode schema
- import error in unsupported js regions
- Update Ec2 instance type to g5.4xlarge in test_huggingface_torch_distributed.py