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‎.gitignore

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.docker/
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env/
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.vscode/
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**/tmp
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.python-version

‎CHANGELOG.md

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# Changelog
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## v2.77.0 (2022-02-22)
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### Features
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* override jumpstart content bucket
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* jumpstart model id suggestions
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* adding customer metadata support to registermodel step
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### Bug Fixes and Other Changes
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* Improve Pipeline workflow unit test branch coverage
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* update lineage_trial_compoment get pipeline execution arn
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* Add lineage doc
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* Support primitive types for left value of ConditionSteps
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## v2.76.0 (2022-02-17)
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### Features
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* Add FailStep Support for Sagemaker Pipeline
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### Bug Fixes and Other Changes
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* use recommended inference image uri from Neo API
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* pin test dependencies
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* Add exception in test_action
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* Update Static Endpoint
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* Add CMH to the non-P3 list
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### Documentation Changes
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* Support for generation of Jumpstart model table on build
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## v2.75.1 (2022-02-08)
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### Bug Fixes and Other Changes
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* Add CMH to the non-P3 list
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## v2.75.0 (2022-02-05)
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### Features
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* JumpStart Integration
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* Adds support for async inference
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* Update instance types for integ test
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### Bug Fixes and Other Changes
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* Revert "feature: CompilationStep support for Sagemaker Pipelines
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* gpu use p3/p2 per avail for region
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* jumpstart typo
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* pin pytest-xdist to avoid release failures
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* set sagemaker_connection and image_uri in register method
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* update to incorporate black v22, pin tox versions
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* Add deprecation warning in Clarify DataConfig
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### Documentation Changes
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* Jumpstart doc strings and added new sections
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* Add Jumpstart support documentation
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## v2.74.0 (2022-01-26)
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### Features
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* Add support for SageMaker lineage queries context
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### Bug Fixes and Other Changes
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* support specifying a facet by its column index
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### Documentation Changes
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* more documentation for serverless inference
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## v2.73.0 (2022-01-19)
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### Features
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* Add EMRStep support in Sagemaker pipeline
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* Adds Lineage queries in artifact, context and trial components
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* Add support for SageMaker lineage queries in action
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* Adds support for Serverless inference
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* support checkpoint to be passed from estimator
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* support JsonGet/Join parameterization in tuning step Hyperparameters
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* Support model pipelines in CreateModelStep
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* enable python 3.9
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* Add models_v2 under lineage context
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### Bug Fixes and Other Changes
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* allow kms_key to be passed for processing step
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* Remove duplicate vertex/edge in query lineage
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* update pricing link
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* Update CHANGELOG.md
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* fixes unnecessary session call while generating pipeline definition for lambda step
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### Documentation Changes
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* Enhance smddp 1.2.2 doc
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* Document the available ExecutionVariables
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## v2.72.3 (2022-01-10)
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### Features
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* default repack encryption
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* support large pipeline
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* add support for pytorch 1.10.0
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### Documentation Changes
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* SageMaker model parallel library 1.6.0 API doc
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### Bug Fixes and Other Changes
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* update master from dev
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* Model Registration with BYO scripts
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* Add ContentType in test_auto_ml_describe
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* Re-deploy static integ test endpoint if it is not found
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* fix kmeans test deletion sequence, increment lineage statics
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* Increment static lineage pipeline
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* Fix lineage query integ tests
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* Add label_headers option for Clarify ModelExplainabilityMonitor
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* Add action type to lineage object
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* Collapse cross-account artifacts in query lineage response
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* Update CHANGELOG.md to remove defaulting dot characters
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## v2.72.2 (2022-01-06)
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‎README.rst

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- Python 3.6
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- Python 3.7
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- Python 3.8
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- Python 3.9
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AWS Permissions
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~~~~~~~~~~~~~~~

‎VERSION

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2.72.4.dev0
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2.77.1.dev0

‎doc/Makefile

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# You can set these variables from the command line.
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SPHINXOPTS = -W
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SPHINXBUILD = python -msphinx
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SPHINXBUILD = python -msphinx
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SPHINXPROJ = sagemaker
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SOURCEDIR = .
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BUILDDIR = _build

‎doc/api/inference/async_inference.rst

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Async Inference
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-----------------
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This module contains classes related to Amazon Sagemaker Async Inference
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.. automodule:: sagemaker.async_inference.async_inference_config
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:members:
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:undoc-members:
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:show-inheritance:
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.. automodule:: sagemaker.async_inference.async_inference_response
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:members:
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:undoc-members:
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:show-inheritance:
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.. automodule:: sagemaker.async_inference.waiter_config
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:members:
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:undoc-members:
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:show-inheritance:

‎doc/api/inference/predictor_async.rst

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AsyncPredictor
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--------------------
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Make async predictions against SageMaker endpoints with Python objects
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.. autoclass:: sagemaker.predictor_async.AsyncPredictor
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:members:
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:undoc-members:
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:show-inheritance:

‎doc/api/inference/serverless.rst

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Serverless Inference
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---------------------
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This module contains classes related to Amazon Sagemaker Serverless Inference
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.. automodule:: sagemaker.serverless.serverless_inference_config
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:members:
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:undoc-members:
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:show-inheritance:

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