v2.73.0

Features

• Add EMRStep support in Sagemaker pipeline
• Adds Lineage queries in artifact, context and trial components
• Add support for SageMaker lineage queries in action
• Adds support for Serverless inference
• support checkpoint to be passed from estimator
• support JsonGet/Join parameterization in tuning step Hyperparameters
• Support model pipelines in CreateModelStep
• enable python 3.9
• Add models_v2 under lineage context

Bug Fixes and Other Changes

• allow kms_key to be passed for processing step
• Remove duplicate vertex/edge in query lineage
• update pricing link
• Update CHANGELOG.md
• fixes unnecessary session call while generating pipeline definition for lambda step

Documentation Changes

• Enhance smddp 1.2.2 doc
• Document the available ExecutionVariables

v2.72.3

Bug Fixes and Other Changes

• update master from dev

v2.72.2

Bug Fixes and Other Changes

• Update CHANGELOG.md
• Increment static lineage pipeline
• fix kmeans test deletion sequence, increment lineage statics
• Re-deploy static integ test endpoint if it is not found
• Add ContentType in test_auto_ml_describe
• Model Registration with BYO scripts

Documentation Changes

• SageMaker model parallel library 1.6.0 API doc

v2.72.1

Bug Fixes and Other Changes

• typos and broken link
• S3Input - add support for instance attributes
• Prevent repack_model script from referencing nonexistent directories
• Set ProcessingStep upload locations deterministically to avoid c…

v2.72.0

Features

• allow conditional parellel builds

Bug Fixes and Other Changes

• local mode - support relative file structure
• fix endpoint bug

v2.71.0

Features

• Add support for TF 2.6
• Adding PT 17/18 Repo
• Add profile_name support for Feature Store ingestion

Bug Fixes and Other Changes

• Fix non-existent variable name
• Add TF 2.6.2 on training
• Recreate static lineage test data

v2.70.0

Features

• update boto3 minor version >= 1.20.18
• Add support for SageMaker lineage queries
• add CV shap explainability for SageMaker Clarify
• add NLP support for SageMaker Clarify
• Add support for ModelMonitor/Clarify integration in model building pipelines
• adding support for transformers 4.11 for SM Training Compiler
• SM Training Compiler with an UI to enable/disable compilation for HuggingFace DLCs to speedup training

Bug Fixes and Other Changes

• pin coveragepy
• Add support for PyTorch 1.9.1
• Update s3 path of scheduling analysis config on ClarifyCheckStep
• documentation/logging to indicate correct place for DEBUG artifacts from SM trcomp
• validate requested transformers version and use the best available version
• Install custom pkgs

v2.69.0

Features

• Hugging Face Transformers 4.12 for Pt1.9/TF2.5

v2.68.0

Features

• CompilationStep support for Sagemaker Pipelines

v2.67.0

Deprecations and Removals

• deprecate Serverless Lambda model-predictor

Features

• add joinsource to DataConfig
• Add support for Partial Dependence Plots(PDP) in SageMaker Clarify

Bug Fixes and Other Changes

• localmode subprocess parent process not sending SIGTERM to child
• remove buildspec from repo