Merge branch 'master' into fix/kms_key_does_not_propagate_in_register_model

Author: icywang86rui

CHANGELOG.md

@@ -1,5 +1,18 @@
 # Changelog
 
+## v2.46.1 (2021-06-22)
+
+### Bug Fixes and Other Changes
+
+ * Register model step tags
+
+### Documentation Changes
+
+ * update to include new batch_get_record api call
+ * Correct type annotation for TrainingStep inputs
+ * introduce input mode FastFile
+ * update hf transformer version
+
 ## v2.46.0 (2021-06-15)
 
 ### Features

VERSION

@@ -1 +1 @@
-2.46.1.dev0
+2.46.2.dev0

doc/amazon_sagemaker_featurestore.rst

@@ -291,6 +291,13 @@ example identifier to retrieve the record.
    record_identifier_value = str(2990130)
    featurestore_runtime.get_record(FeatureGroupName=transaction_feature_group_name, RecordIdentifierValueAsString=record_identifier_value)
 
+You can use the ``batch_get_record`` function to retrieve multiple records simultaneously from your feature store. The following example uses this API to retrieve a batch of records.
+
+.. code:: python
+
+   record_identifier_values = ["573291", "109382", "828400", "124013"]
+   featurestore_runtime.batch_get_record(Identifiers=[{"FeatureGroupName": transaction_feature_group_name, "RecordIdentifiersValueAsString": record_identifier_values}])
+
 An example response from the fraud detection example:
 
 .. code:: python