v2.135.0

Features

• Add DLC accounts for MEL Region
• allow use of short lived creds for local container

Bug Fixes and Other Changes

• update lambda function when function arn is provided

v2.134.1

Bug Fixes and Other Changes

• local mode deletion of temp files on job end
• Cron expression resetting on update monitor
• added support to update arguments in create_monitoring_schedule

v2.134.0

Features

• Add python 3.9 and spark 3.2 support for spark processor
• Adding support for Multi Worker Mirrored Strategy in TF estimator

Bug Fixes and Other Changes

• tag permission issue - remove describe before create

v2.133.0

Features

• feature store with_feature_group functionality changes
• Adding support for SageMaker Training Compiler PyTorch 1.13
• support of the intelligent stopping in the tuner
• AutoGluon 0.6.2 image_uris update
• Support for flexible instance types in the HPO
• Add business details and hyper parameters fields and update test_model_card.py

Bug Fixes and Other Changes

• disable the tuner test
• Skip test_run_from_transform_job integ test to unblock python-sdk code pipeline
• Revert "feature: feature store with_feature_group functionality changes"
• advanced inference recommendation jobs parameters check
• make model_config optional when predicted labels are provided for bias detection

v2.132.0

Features

• support cluster lifecycle management for Sagemaker EMR step
• Inference recommendation id deployment support

v2.131.1

Bug Fixes and Other Changes

• test dub gpu integs with p3
• fix(experiments/run.py): Stop duplication of RUN_TC_TAG on Consecutive Experiment Runs
• Enable load_run without name args in Transform env
• Remove confusing log line emitted during feature group ingestion
• Enable Experiment integ test on beta clients
• Make test_processor_with_role_as_pipeline_parameter more concrete

Documentation Changes

• add security note for the estimator hyperparameter arg
• SageMaker distributed - model parallism library release note
• Add a deprecation note for DetailedProfileConfig

v2.131.0

Features

• Display file diff on black-check
• Support for environment variables in the HPO
• Support role as PipelineParameter in Processor class
• Add TrainingImageConfig support for SageMaker training jobs

Bug Fixes and Other Changes

• use FeatureGroup's Session in nonconcurrency ingestion
• Update feature_group.py ingest() description
• Do not use print function. User logger instead
• Add batch_get_record and search API for FeatureStore
• hashing problem for framework processors with identical source dirs

v2.130.0

Features

• Add PyTorch 1.13.1 to SDK
• Adding image_uri config for DJL containers
• Support specifying env-vars when creating model from model package
• local download dir for Model and Estimator classes

Bug Fixes and Other Changes

• increase creation time slack minutes
• Enable load_run auto pass in experiment config
• Add us-isob-east-1 accounts and configs
• Clean up Pipeline unit tests

v2.129.0

Features

• add p2 deprecation for PT>=1.13
• TF2.11 Update to PySDK

Bug Fixes and Other Changes

• Improve Pipeline integ tests and fix resource leak
• Update TF version to 2.8.4

v2.128.0

Features

• right_size() for inference recommender

Bug Fixes and Other Changes

• tf 2.9.3 release images
• Retry ValueError for airflow tests