Merge branch 'dev' of https://github.com/aws/sagemaker-python-sdk into dev

Author: mchoi8739

.gitignore

@@ -28,4 +28,5 @@ venv/
 .docker/
 env/
 .vscode/
+**/tmp
 .python-version

CHANGELOG.md

@@ -1,5 +1,69 @@
 # Changelog
 
+## v2.75.0 (2022-02-05)
+
+### 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
+
+## v2.74.0 (2022-01-26)
+
+### 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
+
+## v2.73.0 (2022-01-19)
+
+### 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
+
 ## v2.72.3 (2022-01-10)
 
 ### Features

README.rst

@@ -90,6 +90,7 @@ SageMaker Python SDK is tested on:
 - Python 3.6
 - Python 3.7
 - Python 3.8
+- Python 3.9
 
 AWS Permissions
 ~~~~~~~~~~~~~~~

VERSION

@@ -1 +1 @@
-2.72.4.dev0
+2.75.1.dev0

doc/Makefile

@@ -3,7 +3,7 @@
 
 # You can set these variables from the command line.
 SPHINXOPTS    = -W
-SPHINXBUILD   = python -msphinx 
+SPHINXBUILD   = python -msphinx
 SPHINXPROJ    = sagemaker
 SOURCEDIR     = .
 BUILDDIR      = _build

doc/api/inference/async_inference.rst

@@ -0,0 +1,19 @@
+Async Inference
+-----------------
+
+This module contains classes related to Amazon Sagemaker Async Inference
+
+.. automodule:: sagemaker.async_inference.async_inference_config
+    :members:
+    :undoc-members:
+    :show-inheritance:
+
+.. automodule:: sagemaker.async_inference.async_inference_response
+    :members:
+    :undoc-members:
+    :show-inheritance:
+
+.. automodule:: sagemaker.async_inference.waiter_config
+    :members:
+    :undoc-members:
+    :show-inheritance:

doc/api/inference/predictor_async.rst

@@ -0,0 +1,9 @@
+AsyncPredictor
+--------------------
+
+Make async predictions against SageMaker endpoints with Python objects
+
+.. autoclass:: sagemaker.predictor_async.AsyncPredictor
+    :members:
+    :undoc-members:
+    :show-inheritance:

doc/api/inference/serverless.rst

@@ -0,0 +1,9 @@
+Serverless Inference
+---------------------
+
+This module contains classes related to Amazon Sagemaker Serverless Inference
+
+.. automodule:: sagemaker.serverless.serverless_inference_config
+    :members:
+    :undoc-members:
+    :show-inheritance: