This release introduces support for incremental training and distributed training for custom models in AWS Clean Rooms ML.

Author: aws-sdk-dotnet-automation

generator/ServiceModels/cleanroomsml/cleanroomsml-2023-09-06.api.json

@@ -78,6 +78,12 @@
       "limit_key": "maxResults",
       "result_key": "trainedModelInferenceJobs"
     },
+    "ListTrainedModelVersions": {
+      "input_token": "nextToken",
+      "output_token": "nextToken",
+      "limit_key": "maxResults",
+      "result_key": "trainedModels"
+    },
     "ListTrainedModels": {
       "input_token": "nextToken",
       "output_token": "nextToken",

generator/ServiceModels/cleanroomsml/cleanroomsml-2023-09-06.docs.json

@@ -37,6 +37,7 @@ public partial class CancelTrainedModelRequest : AmazonCleanRoomsMLRequest
     {
         private string _membershipIdentifier;
         private string _trainedModelArn;
+        private string _versionIdentifier;
 
         /// <summary>
         /// Gets and sets the property MembershipIdentifier. 
@@ -76,5 +77,30 @@ internal bool IsSetTrainedModelArn()
             return this._trainedModelArn != null;
         }
 
+        /// <summary>
+        /// Gets and sets the property VersionIdentifier. 
+        /// <para>
+        /// The version identifier of the trained model to cancel. This parameter allows you to
+        /// specify which version of the trained model you want to cancel when multiple versions
+        /// exist.
+        /// </para>
+        ///  
+        /// <para>
+        /// If <c>versionIdentifier</c> is not specified, the base model will be cancelled.
+        /// </para>
+        /// </summary>
+        [AWSProperty(Min=36, Max=36)]
+        public string VersionIdentifier
+        {
+            get { return this._versionIdentifier; }
+            set { this._versionIdentifier = value; }
+        }
+
+        // Check to see if VersionIdentifier property is set
+        internal bool IsSetVersionIdentifier()
+        {
+            return this._versionIdentifier != null;
+        }
+
     }
 }

generator/ServiceModels/cleanroomsml/cleanroomsml-2023-09-06.normal.json

@@ -44,6 +44,7 @@ public partial class CollaborationTrainedModelExportJobSummary
         private TrainedModelExportJobStatus _status;
         private StatusDetails _statusDetails;
         private string _trainedModelArn;
+        private string _trainedModelVersionIdentifier;
         private DateTime? _updateTime;
 
         /// <summary>
@@ -229,6 +230,25 @@ internal bool IsSetTrainedModelArn()
             return this._trainedModelArn != null;
         }
 
+        /// <summary>
+        /// Gets and sets the property TrainedModelVersionIdentifier. 
+        /// <para>
+        /// The version identifier of the trained model that was exported in this job.
+        /// </para>
+        /// </summary>
+        [AWSProperty(Min=36, Max=36)]
+        public string TrainedModelVersionIdentifier
+        {
+            get { return this._trainedModelVersionIdentifier; }
+            set { this._trainedModelVersionIdentifier = value; }
+        }
+
+        // Check to see if TrainedModelVersionIdentifier property is set
+        internal bool IsSetTrainedModelVersionIdentifier()
+        {
+            return this._trainedModelVersionIdentifier != null;
+        }
+
         /// <summary>
         /// Gets and sets the property UpdateTime. 
         /// <para>

generator/ServiceModels/cleanroomsml/cleanroomsml-2023-09-06.paginators.json

@@ -49,6 +49,7 @@ public partial class CollaborationTrainedModelInferenceJobSummary
         private TrainedModelInferenceJobStatus _status;
         private string _trainedModelArn;
         private string _trainedModelInferenceJobArn;
+        private string _trainedModelVersionIdentifier;
         private DateTime? _updateTime;
 
         /// <summary>
@@ -335,6 +336,25 @@ internal bool IsSetTrainedModelInferenceJobArn()
             return this._trainedModelInferenceJobArn != null;
         }
 
+        /// <summary>
+        /// Gets and sets the property TrainedModelVersionIdentifier. 
+        /// <para>
+        /// The version identifier of the trained model that was used for inference in this job.
+        /// </para>
+        /// </summary>
+        [AWSProperty(Min=36, Max=36)]
+        public string TrainedModelVersionIdentifier
+        {
+            get { return this._trainedModelVersionIdentifier; }
+            set { this._trainedModelVersionIdentifier = value; }
+        }
+
+        // Check to see if TrainedModelVersionIdentifier property is set
+        internal bool IsSetTrainedModelVersionIdentifier()
+        {
+            return this._trainedModelVersionIdentifier != null;
+        }
+
         /// <summary>
         /// Gets and sets the property UpdateTime. 
         /// <para>

sdk/code-analysis/ServiceAnalysis/CleanRoomsML/Generated/PropertyValueRules.xml

@@ -39,11 +39,13 @@ public partial class CollaborationTrainedModelSummary
         private DateTime? _createTime;
         private string _creatorAccountId;
         private string _description;
+        private List<IncrementalTrainingDataChannelOutput> _incrementalTrainingDataChannels = AWSConfigs.InitializeCollections ? new List<IncrementalTrainingDataChannelOutput>() : null;
         private string _membershipIdentifier;
         private string _name;
         private TrainedModelStatus _status;
         private string _trainedModelArn;
         private DateTime? _updateTime;
+        private string _versionIdentifier;
 
         /// <summary>
         /// Gets and sets the property CollaborationIdentifier. 
@@ -141,6 +143,31 @@ internal bool IsSetDescription()
             return this._description != null;
         }
 
+        /// <summary>
+        /// Gets and sets the property IncrementalTrainingDataChannels. 
+        /// <para>
+        /// Information about the incremental training data channels used to create this version
+        /// of the trained model.
+        /// </para>
+        /// <para />
+        /// Starting with version 4 of the SDK this property will default to null. If no data for this property is returned
+        /// from the service the property will also be null. This was changed to improve performance and allow the SDK and caller
+        /// to distinguish between a property not set or a property being empty to clear out a value. To retain the previous
+        /// SDK behavior set the AWSConfigs.InitializeCollections static property to true.
+        /// </summary>
+        [AWSProperty(Min=1, Max=1)]
+        public List<IncrementalTrainingDataChannelOutput> IncrementalTrainingDataChannels
+        {
+            get { return this._incrementalTrainingDataChannels; }
+            set { this._incrementalTrainingDataChannels = value; }
+        }
+
+        // Check to see if IncrementalTrainingDataChannels property is set
+        internal bool IsSetIncrementalTrainingDataChannels()
+        {
+            return this._incrementalTrainingDataChannels != null && (this._incrementalTrainingDataChannels.Count > 0 || !AWSConfigs.InitializeCollections); 
+        }
+
         /// <summary>
         /// Gets and sets the property MembershipIdentifier. 
         /// <para>
@@ -236,5 +263,24 @@ internal bool IsSetUpdateTime()
             return this._updateTime.HasValue; 
         }
 
+        /// <summary>
+        /// Gets and sets the property VersionIdentifier. 
+        /// <para>
+        /// The version identifier of this trained model version.
+        /// </para>
+        /// </summary>
+        [AWSProperty(Min=36, Max=36)]
+        public string VersionIdentifier
+        {
+            get { return this._versionIdentifier; }
+            set { this._versionIdentifier = value; }
+        }
+
+        // Check to see if VersionIdentifier property is set
+        internal bool IsSetVersionIdentifier()
+        {
+            return this._versionIdentifier != null;
+        }
+
     }
 }

sdk/src/Services/CleanRoomsML/Generated/Model/CancelTrainedModelRequest.cs

@@ -99,9 +99,8 @@ internal bool IsSetEntrypoint()
         /// Gets and sets the property ImageUri. 
         /// <para>
         /// The registry path of the docker image that contains the algorithm. Clean Rooms ML
-        /// supports both <c>registry/repository[:tag]</c> and <c>registry/repositry[@digest]</c>
-        /// image path formats. For more information about using images in Clean Rooms ML, see
-        /// the <a href="https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_AlgorithmSpecification.html#sagemaker-Type-AlgorithmSpecification-TrainingImage">Sagemaker
+        /// currently only supports the <c>registry/repository[:tag]</c> image path format. For
+        /// more information about using images in Clean Rooms ML, see the <a href="https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_AlgorithmSpecification.html#sagemaker-Type-AlgorithmSpecification-TrainingImage">Sagemaker
         /// API reference</a>.
         /// </para>
         /// </summary>