feat(client-lookoutvision): This release introduces support for the automatic scaling of inference units used by Amazon Lookout for Vision models.

Author: awstools

clients/client-lookoutvision/src/LookoutVision.ts

@@ -620,7 +620,8 @@ export class LookoutVision extends LookoutVisionClient {
   }
 
   /**
-   * <p>Lists the Amazon Lookout for Vision projects in your AWS account.</p>
+   * <p>Lists the Amazon Lookout for Vision projects in your AWS account that are in the AWS Region in
+   *       which you call <code>ListProjects</code>.</p>
    *          <p>The <code>ListProjects</code> operation is eventually consistent.
    *          Recent calls to <code>CreateProject</code> and <code>DeleteProject</code> might
    *          take a while to appear in the response from <code>ListProjects</code>.</p>

clients/client-lookoutvision/src/commands/ListProjectsCommand.ts

@@ -28,7 +28,8 @@ export interface ListProjectsCommandInput extends ListProjectsRequest {}
 export interface ListProjectsCommandOutput extends ListProjectsResponse, __MetadataBearer {}
 
 /**
- * <p>Lists the Amazon Lookout for Vision projects in your AWS account.</p>
+ * <p>Lists the Amazon Lookout for Vision projects in your AWS account that are in the AWS Region in
+ *       which you call <code>ListProjects</code>.</p>
  *          <p>The <code>ListProjects</code> operation is eventually consistent.
  *          Recent calls to <code>CreateProject</code> and <code>DeleteProject</code> might
  *          take a while to appear in the response from <code>ListProjects</code>.</p>

clients/client-lookoutvision/src/models/models_0.ts

@@ -846,6 +846,19 @@ export interface ModelDescription {
    *          during training.</p>
    */
   KmsKeyId?: string;
+
+  /**
+   * <p>The minimum number of inference units used by the model. For more information,
+   *          see <a>StartModel</a>
+   *          </p>
+   */
+  MinInferenceUnits?: number;
+
+  /**
+   * <p>The maximum number of inference units Amazon Lookout for Vision uses to auto-scale the model.
+   *          For more information, see <a>StartModel</a>.</p>
+   */
+  MaxInferenceUnits?: number;
 }
 
 export interface DescribeModelResponse {
@@ -1533,6 +1546,12 @@ export interface StartModelRequest {
    *       </p>
    */
   ClientToken?: string;
+
+  /**
+   * <p>The maximum number of inference units to use for auto-scaling the model. If you don't
+   *          specify a value, Amazon Lookout for Vision doesn't auto-scale the model.</p>
+   */
+  MaxInferenceUnits?: number;
 }
 
 export enum ModelHostingStatus {

clients/client-lookoutvision/src/protocols/Aws_restJson1.ts

@@ -707,6 +707,7 @@ export const serializeAws_restJson1StartModelCommand = async (
   }
   let body: any;
   body = JSON.stringify({
+    ...(input.MaxInferenceUnits != null && { MaxInferenceUnits: input.MaxInferenceUnits }),
     ...(input.MinInferenceUnits != null && { MinInferenceUnits: input.MinInferenceUnits }),
   });
   return new __HttpRequest({
@@ -2627,6 +2628,8 @@ const deserializeAws_restJson1ModelDescription = (output: any, context: __SerdeC
         ? deserializeAws_restJson1OutputS3Object(output.EvaluationResult, context)
         : undefined,
     KmsKeyId: __expectString(output.KmsKeyId),
+    MaxInferenceUnits: __expectInt32(output.MaxInferenceUnits),
+    MinInferenceUnits: __expectInt32(output.MinInferenceUnits),
     ModelArn: __expectString(output.ModelArn),
     ModelVersion: __expectString(output.ModelVersion),
     OutputConfig:

codegen/sdk-codegen/aws-models/lookoutvision.json

@@ -1468,6 +1468,7 @@
         "smithy.api#paginated": {
           "inputToken": "NextToken",
           "outputToken": "NextToken",
+          "items": "DatasetEntries",
           "pageSize": "MaxResults"
         }
       }
@@ -1594,6 +1595,7 @@
         "smithy.api#paginated": {
           "inputToken": "NextToken",
           "outputToken": "NextToken",
+          "items": "ModelPackagingJobs",
           "pageSize": "MaxResults"
         }
       }
@@ -1680,6 +1682,7 @@
         "smithy.api#paginated": {
           "inputToken": "NextToken",
           "outputToken": "NextToken",
+          "items": "Models",
           "pageSize": "MaxResults"
         }
       }
@@ -1757,7 +1760,7 @@
         }
       ],
       "traits": {
-        "smithy.api#documentation": "<p>Lists the Amazon Lookout for Vision projects in your AWS account.</p>\n         <p>The <code>ListProjects</code> operation is eventually consistent.  \n         Recent calls to <code>CreateProject</code> and <code>DeleteProject</code> might\n         take a while to appear in the response from <code>ListProjects</code>.</p>\n         <p>This operation requires permissions to perform the\n         <code>lookoutvision:ListProjects</code> operation.</p>",
+        "smithy.api#documentation": "<p>Lists the Amazon Lookout for Vision projects in your AWS account that are in the AWS Region in \n      which you call <code>ListProjects</code>.</p>\n         <p>The <code>ListProjects</code> operation is eventually consistent.  \n         Recent calls to <code>CreateProject</code> and <code>DeleteProject</code> might\n         take a while to appear in the response from <code>ListProjects</code>.</p>\n         <p>This operation requires permissions to perform the\n         <code>lookoutvision:ListProjects</code> operation.</p>",
         "smithy.api#http": {
           "method": "GET",
           "uri": "/2020-11-20/projects",
@@ -1766,6 +1769,7 @@
         "smithy.api#paginated": {
           "inputToken": "NextToken",
           "outputToken": "NextToken",
+          "items": "Projects",
           "pageSize": "MaxResults"
         }
       }
@@ -2031,6 +2035,18 @@
           "traits": {
             "smithy.api#documentation": "<p>The identifer for the AWS Key Management Service (AWS KMS) key that was used to encrypt the model\n         during training.</p>"
           }
+        },
+        "MinInferenceUnits": {
+          "target": "com.amazonaws.lookoutvision#InferenceUnits",
+          "traits": {
+            "smithy.api#documentation": "<p>The minimum number of inference units used by the model. For more information,\n         see <a>StartModel</a>\n         </p>"
+          }
+        },
+        "MaxInferenceUnits": {
+          "target": "com.amazonaws.lookoutvision#InferenceUnits",
+          "traits": {
+            "smithy.api#documentation": "<p>The maximum number of inference units Amazon Lookout for Vision uses to auto-scale the model.\n         For more information, see <a>StartModel</a>.</p>"
+          }
         }
       },
       "traits": {
@@ -2927,6 +2943,12 @@
             "smithy.api#httpHeader": "X-Amzn-Client-Token",
             "smithy.api#idempotencyToken": {}
           }
+        },
+        "MaxInferenceUnits": {
+          "target": "com.amazonaws.lookoutvision#InferenceUnits",
+          "traits": {
+            "smithy.api#documentation": "<p>The maximum number of inference units to use for auto-scaling the model. If you don't\n         specify a value, Amazon Lookout for Vision doesn't auto-scale the model.</p>"
+          }
         }
       }
     },