In this release, you can now chose between soft delete and hard delete when calling the DeleteRecord API, so you have more flexibility when it comes to managing online store data.

Author: aws-sdk-dotnet-automation

generator/ServiceModels/sagemaker-featurestore-runtime/sagemaker-featurestore-runtime-2020-07-01.api.json

@@ -185,14 +185,26 @@
           "shape":"TargetStores",
           "location":"querystring",
           "locationName":"TargetStores"
+        },
+        "DeletionMode":{
+          "shape":"DeletionMode",
+          "location":"querystring",
+          "locationName":"DeletionMode"
         }
       }
     },
+    "DeletionMode":{
+      "type":"string",
+      "enum":[
+        "SoftDelete",
+        "HardDelete"
+      ]
+    },
     "FeatureGroupName":{
       "type":"string",
       "max":64,
       "min":1,
-      "pattern":"^[a-zA-Z0-9](-*[a-zA-Z0-9]){0,63}"
+      "pattern":"^[a-zA-Z0-9]([-_]*[a-zA-Z0-9]){0,63}"
     },
     "FeatureName":{
       "type":"string",

generator/ServiceModels/sagemaker-featurestore-runtime/sagemaker-featurestore-runtime-2020-07-01.docs.json

@@ -3,7 +3,7 @@
   "service": "<p>Contains all data plane API operations and data types for the Amazon SageMaker Feature Store. Use this API to put, delete, and retrieve (get) features from a feature store.</p> <p>Use the following operations to configure your <code>OnlineStore</code> and <code>OfflineStore</code> features, and to create and manage feature groups:</p> <ul> <li> <p> <a href=\"https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_CreateFeatureGroup.html\">CreateFeatureGroup</a> </p> </li> <li> <p> <a href=\"https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_DeleteFeatureGroup.html\">DeleteFeatureGroup</a> </p> </li> <li> <p> <a href=\"https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_DescribeFeatureGroup.html\">DescribeFeatureGroup</a> </p> </li> <li> <p> <a href=\"https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_ListFeatureGroups.html\">ListFeatureGroups</a> </p> </li> </ul>",
   "operations": {
     "BatchGetRecord": "<p>Retrieves a batch of <code>Records</code> from a <code>FeatureGroup</code>.</p>",
-    "DeleteRecord": "<p>Deletes a <code>Record</code> from a <code>FeatureGroup</code>. When the <code>DeleteRecord</code> API is called a new record will be added to the <code>OfflineStore</code> and the <code>Record</code> will be removed from the <code>OnlineStore</code>. This record will have a value of <code>True</code> in the <code>is_deleted</code> column.</p>",
+    "DeleteRecord": "<p>Deletes a <code>Record</code> from a <code>FeatureGroup</code> in the <code>OnlineStore</code>. Feature Store supports both <code>SOFT_DELETE</code> and <code>HARD_DELETE</code>. For <code>SOFT_DELETE</code> (default), feature columns are set to <code>null</code> and the record is no longer retrievable by <code>GetRecord</code> or <code>BatchGetRecord</code>. For<code> HARD_DELETE</code>, the complete <code>Record</code> is removed from the <code>OnlineStore</code>. In both cases, Feature Store appends the deleted record marker to the <code>OfflineStore</code> with feature values set to <code>null</code>, <code>is_deleted</code> value set to <code>True</code>, and <code>EventTime</code> set to the delete input <code>EventTime</code>.</p> <p>Note that the <code>EventTime</code> specified in <code>DeleteRecord</code> should be set later than the <code>EventTime</code> of the existing record in the <code>OnlineStore</code> for that <code>RecordIdentifer</code>. If it is not, the deletion does not occur:</p> <ul> <li> <p>For <code>SOFT_DELETE</code>, the existing (undeleted) record remains in the <code>OnlineStore</code>, though the delete record marker is still written to the <code>OfflineStore</code>.</p> </li> <li> <p> <code>HARD_DELETE</code> returns <code>EventTime</code>: <code>400 ValidationException</code> to indicate that the delete operation failed. No delete record marker is written to the <code>OfflineStore</code>.</p> </li> </ul>",
     "GetRecord": "<p>Use for <code>OnlineStore</code> serving from a <code>FeatureStore</code>. Only the latest records stored in the <code>OnlineStore</code> can be retrieved. If no Record with <code>RecordIdentifierValue</code> is found, then an empty result is returned. </p>",
     "PutRecord": "<p>Used for data ingestion into the <code>FeatureStore</code>. The <code>PutRecord</code> API writes to both the <code>OnlineStore</code> and <code>OfflineStore</code>. If the record is the latest record for the <code>recordIdentifier</code>, the record is written to both the <code>OnlineStore</code> and <code>OfflineStore</code>. If the record is a historic record, it is written only to the <code>OfflineStore</code>.</p>"
   },
@@ -65,6 +65,12 @@
       "refs": {
       }
     },
+    "DeletionMode": {
+      "base": null,
+      "refs": {
+        "DeleteRecordRequest$DeletionMode": "<p>The name of the deletion mode for deleting the record. By default, the deletion mode is set to <code>SoftDelete</code>.</p>"
+      }
+    },
     "FeatureGroupName": {
       "base": null,
       "refs": {
@@ -113,7 +119,7 @@
       "base": null,
       "refs": {
         "AccessForbidden$Message": null,
-        "BatchGetRecordError$ErrorMessage": "<p>The error message of an error that has occured when attempting to retrieve a record in the batch.</p>",
+        "BatchGetRecordError$ErrorMessage": "<p>The error message of an error that has occurred when attempting to retrieve a record in the batch.</p>",
         "InternalFailure$Message": null,
         "ResourceNotFound$Message": null,
         "ServiceUnavailable$Message": null,
@@ -178,9 +184,9 @@
       "refs": {
         "BatchGetRecordError$FeatureGroupName": "<p>The name of the feature group that the record belongs to.</p>",
         "BatchGetRecordError$RecordIdentifierValueAsString": "<p>The value for the <code>RecordIdentifier</code> in string format of a Record from a <code>FeatureGroup</code> that is causing an error when attempting to be retrieved.</p>",
-        "BatchGetRecordError$ErrorCode": "<p>The error code of an error that has occured when attempting to retrieve a batch of Records. For more information on errors, see <a href=\"https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_feature_store_GetRecord.html#API_feature_store_GetRecord_Errors\">Errors</a>.</p>",
+        "BatchGetRecordError$ErrorCode": "<p>The error code of an error that has occurred when attempting to retrieve a batch of Records. For more information on errors, see <a href=\"https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_feature_store_GetRecord.html#API_feature_store_GetRecord_Errors\">Errors</a>.</p>",
         "BatchGetRecordResultDetail$FeatureGroupName": "<p>The <code>FeatureGroupName</code> containing Records you retrieved in a batch.</p>",
-        "BatchGetRecordResultDetail$RecordIdentifierValueAsString": "<p>The value of the record identifer in string format.</p>",
+        "BatchGetRecordResultDetail$RecordIdentifierValueAsString": "<p>The value of the record identifier in string format.</p>",
         "DeleteRecordRequest$RecordIdentifierValueAsString": "<p>The value for the <code>RecordIdentifier</code> that uniquely identifies the record, in string format. </p>",
         "DeleteRecordRequest$EventTime": "<p>Timestamp indicating when the deletion event occurred. <code>EventTime</code> can be used to query data at a certain point in time.</p>",
         "FeatureValue$ValueAsString": "<p>The value associated with a feature, in string format. Note that features types can be String, Integral, or Fractional. This value represents all three types as a string.</p>",