Sagemaker

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

Features

* JumpStart Integration
* Adds support for async inference
* Update instance types for integ test

Bug Fixes and Other Changes

* Revert "feature: CompilationStep support for Sagemaker Pipelines
* gpu use p3/p2 per avail for region
* jumpstart typo
* pin pytest-xdist to avoid release failures
* set sagemaker_connection and image_uri in register method
* update to incorporate black v22, pin tox versions
* Add deprecation warning in Clarify DataConfig

Documentation Changes

* Jumpstart doc strings and added new sections
* Add Jumpstart support documentation

Features

* Add support for SageMaker lineage queries context

Bug Fixes and Other Changes

* support specifying a facet by its column index

Documentation Changes

* more documentation for serverless inference

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