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Releases: aws/sagemaker-python-sdk

v2.200.0

13 Dec 18:40
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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

30 Nov 02:10
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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

27 Nov 09:49
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Features

  • re:Invent 2023 keynote1

v2.197.0

07 Nov 06:46
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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

27 Oct 01:26
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Features

  • inference instance type conditioned on training instance type

Bug Fixes and Other Changes

  • improved jumpstart tagging

v2.195.1

26 Oct 03:34
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Bug Fixes and Other Changes

  • Allow either instance_type or instance_group to be defined in…
  • enhance image_uris unit tests

v2.195.0

25 Oct 05:21
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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

19 Oct 20:38
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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

18 Oct 17:09
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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

13 Oct 18:20
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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