sagemaker-python-sdk

Features

• jumpstart notebook utils -- list model ids, scripts, tasks, frameworks

Bug Fixes and Other Changes

• local mode printing of credentials during docker login closes #2180
• disable endpoint context test

Documentation Changes

• sm model parallel 1.8.0 release notes

Features

• Add Jumpstart example notebooks
• add Tensorflow and Pytorch version for SM Training Compiler and expand to regular regions

Bug Fixes and Other Changes

• integs for training compiler in non-PDX regions
• TrainingStep cache misses due to timestamp based job name
• retry context delete
• Add more logging when unexpected number of artifacts found

Bug Fixes and Other Changes

• #using uuid to randomize, otherwise system timestamp is used

Bug Fixes and Other Changes

• xgboost, sklearn network isolation for jumpstart

Documentation Changes

• fix minor typo

Features

• Adds Spark Processing Notebook to Notebook Tests

Features

• update lambda code on pipeline create/update/upsert for Lamb…
• jumpstart model url
• add serverless inference image_uri retrieve support

Bug Fixes and Other Changes

• Add back the Fix for Pipeline variables related customer issues
• Support file URIs in ProcessingStep's code parameter

Features

• dependabot integ - move all deps to requirements.txt
• add xgboost framework version 1.5-1

Features

• Hugging Face Transformers 4.17 for TF 2.6

Bug Fixes and Other Changes

• IOC image version select issue

Bug Fixes and Other Changes

• Revert "fix: Fix Pipeline variables related customer issues (#2959)"
• Refactor repack_model script injection, fixes tar.gz error

Bug Fixes and Other Changes

• Update Inferentia Image URI Config
• Fix Pipeline variables related customer issues
• more logging info for static pipeline test data setup

Features

• pluggable instance fallback mechanism, add CapacityError
• support passing Env Vars to local mode training

Bug Fixes and Other Changes

• Update black-check version, add support for Spark 3.1 Processing

Features

• Retrieve data configuration
• enable EnableInterContainerTrafficEncryption for model monitoring
• Hugging Face Transformers 4.17 for PT 1.10

Bug Fixes and Other Changes

• remove new from serverless
• temporarily skip tests impacted by data inconsistency
• Implement override solution for pipeline variables

Documentation Changes

• add documentation for image_uri serverless use case
• minor fixes for smddp 1.4.0 doc

Features

• Add support for TF2.7
• Add support for TF 2.8
• TF242 ioc support
• Add support for TF 2.6.3
• Support for remote docker host
• AutoGluon 0.3.2 and 0.4.0 image_uris

Bug Fixes and Other Changes

• Align max_wait definitions in EstimaorBase and Estimator
• Add JumpStart model table build notification
• gpu integs CapacityError - fallback to available compute
• gpu integs CapacityError - fallback to available compute
• jumpstart docs network isolation

Documentation Changes

• sagemaker distributed model parallel 1.7.0 doc

Features

• Inferentia Neuron support for HuggingFace
• custom base job name for jumpstart models/estimators
• Python 3.9 for readthedocs

Bug Fixes and Other Changes

• container env generation for S3 URI and add test for the same

Documentation Changes

• the SageMaker distributed data parallel v1.4.0 release
• update sagemaker training compiler docstring
• smddp doc update

Features

• TensorFlow 2.4 for Neo
• Data Serializer

Bug Fixes and Other Changes

• Style update in DataSerializer
• Remove sagemaker_job_name from hyperparameters in TrainingStep
• reorganize test files for workflow
• update code to get commit_id in codepipeline

Bug Fixes and Other Changes

• jumpstart model table

Features

• override jumpstart content bucket
• jumpstart model id suggestions
• adding customer metadata support to registermodel step

Bug Fixes and Other Changes

• Improve Pipeline workflow unit test branch coverage
• update lineage_trial_compoment get pipeline execution arn
• Add lineage doc
• Support primitive types for left value of ConditionSteps

Features

• Add FailStep Support for Sagemaker Pipeline

Bug Fixes and Other Changes

• use recommended inference image uri from Neo API
• pin test dependencies
• Add exception in test_action
• Update Static Endpoint
• Add CMH to the non-P3 list

Documentation Changes

• Support for generation of Jumpstart model table on build

Bug Fixes and Other Changes

• Add CMH to the non-P3 list