Sagemaker

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

Features

* default repack encryption
* support large pipeline
* add support for pytorch 1.10.0

Documentation Changes

* SageMaker model parallel library 1.6.0 API doc

Bug Fixes and Other Changes

* Model Registration with BYO scripts
* Add ContentType in test_auto_ml_describe
* Re-deploy static integ test endpoint if it is not found
* fix kmeans test deletion sequence, increment lineage statics
* Increment static lineage pipeline
* Fix lineage query integ tests
* Add label_headers option for Clarify ModelExplainabilityMonitor
* Add action type to lineage object
* Collapse cross-account artifacts in query lineage response
* Update CHANGELOG.md to remove defaulting dot characters

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

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 cache

Features

* allow conditional parellel builds

Bug Fixes and Other Changes

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

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