Merge branch 'aws:master' into model-registry-sip

Author: sreedes

CHANGELOG.md

@@ -1,5 +1,12 @@
 # Changelog
 
+## v2.48.2 (2021-07-12)
+
+### Bug Fixes and Other Changes
+
+ * default time for compilation jobs
+ * skip hf inference test
+
 ## v2.48.1 (2021-07-08)
 
 ### Bug Fixes and Other Changes

VERSION

@@ -1 +1 @@
-2.48.2.dev0
+2.48.3.dev0

doc/api/inference/model_monitor.rst

@@ -26,3 +26,8 @@ Model Monitor
     :members:
     :undoc-members:
     :show-inheritance:
+
+.. automodule:: sagemaker.model_monitor.clarify_model_monitoring
+    :members:
+    :undoc-members:
+    :show-inheritance:

doc/frameworks/huggingface/index.rst

@@ -9,4 +9,5 @@ For general information about using the SageMaker Python SDK, see :ref:`overview
     :maxdepth: 2
 
     sagemaker.huggingface
-    Use Hugging Face with the SageMaker Python SDK <https://huggingface.co/transformers/sagemaker.html>
+    Train Hugging Face models on Amazon SageMaker with the SageMaker Python SDK <https://huggingface.co/docs/sagemaker/train>
+    Deploy Hugging Face models to Amazon SageMaker with the SageMaker Python SDK <https://huggingface.co/docs/sagemaker/inference>

doc/workflows/pipelines/sagemaker.workflow.pipelines.rst

@@ -109,13 +109,17 @@ Steps
 
 .. autoclass:: sagemaker.workflow.steps.TrainingStep
 
-.. autoclass:: sagemaker.workflow.steps.CreateModelStep
+.. autoclass:: sagemaker.workflow.steps.TuningStep
+
+.. autofunction:: sagemaker.workflow.steps.TuningStep.get_top_model_s3_uri
 
 .. autoclass:: sagemaker.workflow.steps.TransformStep
 
 .. autoclass:: sagemaker.workflow.steps.ProcessingStep
 
-.. autoclass:: sagemaker.workflow.steps.TuningStep
+.. autoclass:: sagemaker.workflow.steps.CreateModelStep
+
+.. autoclass:: sagemaker.workflow.callback_step.CallbackStep
 
 Utilities
 ---------

src/sagemaker/model_monitor/clarify_model_monitoring.py

@@ -1248,6 +1248,7 @@ def suggested_constraints(self, file_name=None, kms_key=None):
         """Returns a sagemaker.model_monitor.
 
         Constraints object representing the constraints JSON file generated by this baselining job.
+
         Args:
             file_name (str): Keep this parameter to align with method signature in super class,
                 but it will be ignored.