feat(client-sagemaker): Add Stairs TrafficPattern and FlatInvocations…

… to RecommendationJobStoppingConditions

clients/client-sagemaker/src/commands/CreateInferenceRecommendationsJobCommand.ts

@@ -60,14 +60,19 @@ export interface CreateInferenceRecommendationsJobCommandOutput
  *     ModelPackageVersionArn: "STRING_VALUE",
  *     JobDurationInSeconds: Number("int"),
  *     TrafficPattern: { // TrafficPattern
- *       TrafficType: "PHASES",
+ *       TrafficType: "PHASES" || "STAIRS",
  *       Phases: [ // Phases
  *         { // Phase
  *           InitialNumberOfUsers: Number("int"),
  *           SpawnRate: Number("int"),
  *           DurationInSeconds: Number("int"),
  *         },
  *       ],
+ *       Stairs: { // Stairs
+ *         DurationInSeconds: Number("int"),
+ *         NumberOfSteps: Number("int"),
+ *         UsersPerStep: Number("int"),
+ *       },
  *     },
  *     ResourceLimit: { // RecommendationJobResourceLimit
  *       MaxNumberOfTests: Number("int"),
@@ -137,6 +142,7 @@ export interface CreateInferenceRecommendationsJobCommandOutput
  *         ValueInMilliseconds: Number("int"),
  *       },
  *     ],
+ *     FlatInvocations: "Continue" || "Stop",
  *   },
  *   OutputConfig: { // RecommendationJobOutputConfig
  *     KmsKeyId: "STRING_VALUE",

clients/client-sagemaker/src/commands/DeleteHubCommand.ts

@@ -13,7 +13,7 @@ import {
   SerdeContext as __SerdeContext,
 } from "@smithy/types";
 
-import { DeleteHubRequest } from "../models/models_1";
+import { DeleteHubRequest } from "../models/models_2";
 import { de_DeleteHubCommand, se_DeleteHubCommand } from "../protocols/Aws_json1_1";
 import { SageMakerClientResolvedConfig, ServiceInputTypes, ServiceOutputTypes } from "../SageMakerClient";
 

clients/client-sagemaker/src/commands/DescribeInferenceRecommendationsJobCommand.ts

@@ -72,14 +72,19 @@ export interface DescribeInferenceRecommendationsJobCommandOutput
  * //     ModelPackageVersionArn: "STRING_VALUE",
  * //     JobDurationInSeconds: Number("int"),
  * //     TrafficPattern: { // TrafficPattern
- * //       TrafficType: "PHASES",
+ * //       TrafficType: "PHASES" || "STAIRS",
  * //       Phases: [ // Phases
  * //         { // Phase
  * //           InitialNumberOfUsers: Number("int"),
  * //           SpawnRate: Number("int"),
  * //           DurationInSeconds: Number("int"),
  * //         },
  * //       ],
+ * //       Stairs: { // Stairs
+ * //         DurationInSeconds: Number("int"),
+ * //         NumberOfSteps: Number("int"),
+ * //         UsersPerStep: Number("int"),
+ * //       },
  * //     },
  * //     ResourceLimit: { // RecommendationJobResourceLimit
  * //       MaxNumberOfTests: Number("int"),
@@ -148,6 +153,7 @@ export interface DescribeInferenceRecommendationsJobCommandOutput
  * //         ValueInMilliseconds: Number("int"),
  * //       },
  * //     ],
+ * //     FlatInvocations: "Continue" || "Stop",
  * //   },
  * //   InferenceRecommendations: [ // InferenceRecommendations
  * //     { // InferenceRecommendation

clients/client-sagemaker/src/commands/GetSagemakerServicecatalogPortfolioStatusCommand.ts

@@ -13,8 +13,10 @@ import {
   SerdeContext as __SerdeContext,
 } from "@smithy/types";
 
-import { GetSagemakerServicecatalogPortfolioStatusInput } from "../models/models_2";
-import { GetSagemakerServicecatalogPortfolioStatusOutput } from "../models/models_3";
+import {
+  GetSagemakerServicecatalogPortfolioStatusInput,
+  GetSagemakerServicecatalogPortfolioStatusOutput,
+} from "../models/models_3";
 import {
   de_GetSagemakerServicecatalogPortfolioStatusCommand,
   se_GetSagemakerServicecatalogPortfolioStatusCommand,

clients/client-sagemaker/src/commands/RenderUiTemplateCommand.ts

@@ -13,7 +13,8 @@ import {
   SerdeContext as __SerdeContext,
 } from "@smithy/types";
 
-import { RenderUiTemplateRequest, RenderUiTemplateResponse } from "../models/models_3";
+import { RenderUiTemplateRequest } from "../models/models_3";
+import { RenderUiTemplateResponse } from "../models/models_4";
 import { de_RenderUiTemplateCommand, se_RenderUiTemplateCommand } from "../protocols/Aws_json1_1";
 import { SageMakerClientResolvedConfig, ServiceInputTypes, ServiceOutputTypes } from "../SageMakerClient";
 

clients/client-sagemaker/src/endpoint/ruleset.ts

@@ -29,5 +29,5 @@ p={"url":"https://api-fips.sagemaker.{Region}.amazonaws.com","properties":{},"he
 q=[j],
 r=[k],
 s=[{[w]:"Region"}];
-const _data={version:"1.0",parameters:{Region:g,UseDualStack:h,UseFIPS:h,Endpoint:g},rules:[{conditions:[{[u]:a,[v]:[i]}],type:b,rules:[{conditions:q,error:"Invalid Configuration: FIPS and custom endpoint are not supported",type:c},{type:b,rules:[{conditions:r,error:"Invalid Configuration: Dualstack and custom endpoint are not supported",type:c},{endpoint:{url:i,properties:l,headers:l},type:d}]}]},{type:b,rules:[{conditions:[{[u]:a,[v]:s}],type:b,rules:[{conditions:[{[u]:"aws.partition",[v]:s,assign:e}],type:b,rules:[{conditions:[j,k],type:b,rules:[{conditions:[m,n],type:b,rules:[{type:b,rules:[{endpoint:{url:"https://api.sagemaker-fips.{Region}.{PartitionResult#dualStackDnsSuffix}",properties:l,headers:l},type:d}]}]},{error:"FIPS and DualStack are enabled, but this partition does not support one or both",type:c}]},{conditions:q,type:b,rules:[{conditions:[m],type:b,rules:[{type:b,rules:[{conditions:[{[u]:f,[v]:["aws",o]}],endpoint:p,type:d},{conditions:[{[u]:f,[v]:["aws-us-gov",o]}],endpoint:p,type:d},{endpoint:{url:"https://api.sagemaker-fips.{Region}.{PartitionResult#dnsSuffix}",properties:l,headers:l},type:d}]}]},{error:"FIPS is enabled but this partition does not support FIPS",type:c}]},{conditions:r,type:b,rules:[{conditions:[n],type:b,rules:[{type:b,rules:[{endpoint:{url:"https://api.sagemaker.{Region}.{PartitionResult#dualStackDnsSuffix}",properties:l,headers:l},type:d}]}]},{error:"DualStack is enabled but this partition does not support DualStack",type:c}]},{type:b,rules:[{endpoint:{url:"https://api.sagemaker.{Region}.{PartitionResult#dnsSuffix}",properties:l,headers:l},type:d}]}]}]},{error:"Invalid Configuration: Missing Region",type:c}]}]};
+const _data={version:"1.0",parameters:{Region:g,UseDualStack:h,UseFIPS:h,Endpoint:g},rules:[{conditions:[{[u]:a,[v]:[i]}],type:b,rules:[{conditions:q,error:"Invalid Configuration: FIPS and custom endpoint are not supported",type:c},{conditions:r,error:"Invalid Configuration: Dualstack and custom endpoint are not supported",type:c},{endpoint:{url:i,properties:l,headers:l},type:d}]},{conditions:[{[u]:a,[v]:s}],type:b,rules:[{conditions:[{[u]:"aws.partition",[v]:s,assign:e}],type:b,rules:[{conditions:[j,k],type:b,rules:[{conditions:[m,n],type:b,rules:[{endpoint:{url:"https://api.sagemaker-fips.{Region}.{PartitionResult#dualStackDnsSuffix}",properties:l,headers:l},type:d}]},{error:"FIPS and DualStack are enabled, but this partition does not support one or both",type:c}]},{conditions:q,type:b,rules:[{conditions:[m],type:b,rules:[{conditions:[{[u]:f,[v]:["aws",o]}],endpoint:p,type:d},{conditions:[{[u]:f,[v]:["aws-us-gov",o]}],endpoint:p,type:d},{endpoint:{url:"https://api.sagemaker-fips.{Region}.{PartitionResult#dnsSuffix}",properties:l,headers:l},type:d}]},{error:"FIPS is enabled but this partition does not support FIPS",type:c}]},{conditions:r,type:b,rules:[{conditions:[n],type:b,rules:[{endpoint:{url:"https://api.sagemaker.{Region}.{PartitionResult#dualStackDnsSuffix}",properties:l,headers:l},type:d}]},{error:"DualStack is enabled but this partition does not support DualStack",type:c}]},{endpoint:{url:"https://api.sagemaker.{Region}.{PartitionResult#dnsSuffix}",properties:l,headers:l},type:d}]}]},{error:"Invalid Configuration: Missing Region",type:c}]};
 export const ruleSet: RuleSetObject = _data;

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

@@ -6864,7 +6864,7 @@ export interface BatchTransformInput {
 
   /**
    * @public
-   * <p>If specified, monitoring jobs substract this time from the end time. For information
+   * <p>If specified, monitoring jobs subtract this time from the end time. For information
    *             about using offsets for scheduling monitoring jobs, see <a href="https://docs.aws.amazon.com/sagemaker/latest/dg/model-monitor-model-quality-schedule.html">Schedule Model
    *                 Quality Monitoring Jobs</a>.</p>
    */

clients/client-sagemaker/src/models/models_1.ts

@@ -4476,7 +4476,7 @@ export interface RecommendationJobResourceLimit {
 export interface Phase {
   /**
    * @public
-   * <p>Specifies how many concurrent users to start with.</p>
+   * <p>Specifies how many concurrent users to start with. The value should be between 1 and 3.</p>
    */
   InitialNumberOfUsers?: number;
 
@@ -4488,17 +4488,45 @@ export interface Phase {
 
   /**
    * @public
-   * <p>Specifies how long traffic phase should be.</p>
+   * <p>Specifies how long a traffic phase should be. For custom load tests, the value should be between 120 and 3600.
+   *       This value should not exceed <code>JobDurationInSeconds</code>.</p>
    */
   DurationInSeconds?: number;
 }
 
+/**
+ * @public
+ * <p>Defines the stairs traffic pattern for an Inference Recommender load test. This pattern
+ *          type consists of multiple steps where the number of users increases at each step.</p>
+ *          <p>Specify either the stairs or phases traffic pattern.</p>
+ */
+export interface Stairs {
+  /**
+   * @public
+   * <p>Defines how long each traffic step should be.</p>
+   */
+  DurationInSeconds?: number;
+
+  /**
+   * @public
+   * <p>Specifies how many steps to perform during traffic.</p>
+   */
+  NumberOfSteps?: number;
+
+  /**
+   * @public
+   * <p>Specifies how many new users to spawn in each step.</p>
+   */
+  UsersPerStep?: number;
+}
+
 /**
  * @public
  * @enum
  */
 export const TrafficType = {
   PHASES: "PHASES",
+  STAIRS: "STAIRS",
 } as const;
 
 /**
@@ -4513,7 +4541,7 @@ export type TrafficType = (typeof TrafficType)[keyof typeof TrafficType];
 export interface TrafficPattern {
   /**
    * @public
-   * <p>Defines the traffic patterns.</p>
+   * <p>Defines the traffic patterns. Choose either <code>PHASES</code> or <code>STAIRS</code>.</p>
    */
   TrafficType?: TrafficType | string;
 
@@ -4522,6 +4550,12 @@ export interface TrafficPattern {
    * <p>Defines the phases traffic specification.</p>
    */
   Phases?: Phase[];
+
+  /**
+   * @public
+   * <p>Defines the stairs traffic pattern.</p>
+   */
+  Stairs?: Stairs;
 }
 
 /**
@@ -4556,7 +4590,7 @@ export interface RecommendationJobInputConfig {
 
   /**
    * @public
-   * <p>Specifies the maximum duration of the job, in seconds.></p>
+   * <p>Specifies the maximum duration of the job, in seconds. The maximum value is 7200.</p>
    */
   JobDurationInSeconds?: number;
 
@@ -4725,14 +4759,28 @@ export interface RecommendationJobOutputConfig {
   CompiledOutputConfig?: RecommendationJobCompiledOutputConfig;
 }
 
+/**
+ * @public
+ * @enum
+ */
+export const FlatInvocations = {
+  CONTINUE: "Continue",
+  STOP: "Stop",
+} as const;
+
+/**
+ * @public
+ */
+export type FlatInvocations = (typeof FlatInvocations)[keyof typeof FlatInvocations];
+
 /**
  * @public
  * <p>The model latency threshold.</p>
  */
 export interface ModelLatencyThreshold {
   /**
    * @public
-   * <p>The model latency percentile threshold.</p>
+   * <p>The model latency percentile threshold. For custom load tests, specify the value as <code>P95</code>.</p>
    */
   Percentile?: string;
 
@@ -4763,6 +4811,14 @@ export interface RecommendationJobStoppingConditions {
    *           complete the inference in the container.</p>
    */
   ModelLatencyThresholds?: ModelLatencyThreshold[];
+
+  /**
+   * @public
+   * <p>Stops a load test when the number of invocations (TPS) peaks and flattens,
+   *          which means that the instance has reached capacity. The default value is <code>Stop</code>.
+   *       If you want the load test to continue after invocations have flattened, set the value to <code>Continue</code>.</p>
+   */
+  FlatInvocations?: FlatInvocations | string;
 }
 
 /**
@@ -11645,31 +11701,6 @@ export interface DeleteFlowDefinitionRequest {
  */
 export interface DeleteFlowDefinitionResponse {}
 
-/**
- * @public
- */
-export interface DeleteHubRequest {
-  /**
-   * @public
-   * <p>The name of the hub to delete.</p>
-   */
-  HubName: string | undefined;
-}
-
-/**
- * @public
- * @enum
- */
-export const HubContentType = {
-  MODEL: "Model",
-  NOTEBOOK: "Notebook",
-} as const;
-
-/**
- * @public
- */
-export type HubContentType = (typeof HubContentType)[keyof typeof HubContentType];
-
 /**
  * @internal
  */

clients/client-sagemaker/src/models/models_2.ts

@@ -102,7 +102,6 @@ import {
   FeatureDefinition,
   FeatureType,
   FlowDefinitionOutputConfig,
-  HubContentType,
   HubS3StorageConfig,
   HumanLoopActivationConfig,
   HumanLoopConfig,
@@ -177,6 +176,31 @@ import {
   VendorGuidance,
 } from "./models_1";
 
+/**
+ * @public
+ */
+export interface DeleteHubRequest {
+  /**
+   * @public
+   * <p>The name of the hub to delete.</p>
+   */
+  HubName: string | undefined;
+}
+
+/**
+ * @public
+ * @enum
+ */
+export const HubContentType = {
+  MODEL: "Model",
+  NOTEBOOK: "Notebook",
+} as const;
+
+/**
+ * @public
+ */
+export type HubContentType = (typeof HubContentType)[keyof typeof HubContentType];
+
 /**
  * @public
  */
@@ -2956,6 +2980,13 @@ export interface DescribeEndpointOutput {
    *                     the <code>FailureReason</code> value returned by <a href="https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_DescribeEndpoint.html">DescribeEndpoint</a> for information about the failure. <a href="https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_DeleteEndpoint.html">DeleteEndpoint</a> is the only operation that can be performed on a
    *                     failed endpoint.</p>
    *             </li>
+   *             <li>
+   *                <p>
+   *                   <code>UpdateRollbackFailed</code>: Both the rolling deployment and auto-rollback failed. Your endpoint
+   *                 is in service with a mix of the old and new endpoint configurations. For information about how to remedy
+   *                 this issue and restore the endpoint's status to <code>InService</code>, see
+   *                     <a href="https://docs.aws.amazon.com/sagemaker/latest/dg/deployment-guardrails-rolling.html">Rolling Deployments</a>.</p>
+   *             </li>
    *          </ul>
    */
   EndpointStatus: EndpointStatus | string | undefined;
@@ -11340,26 +11371,6 @@ export interface GetModelPackageGroupPolicyOutput {
   ResourcePolicy: string | undefined;
 }
 
-/**
- * @public
- */
-export interface GetSagemakerServicecatalogPortfolioStatusInput {}
-
-/**
- * @public
- * @enum
- */
-export const SagemakerServicecatalogStatus = {
-  DISABLED: "Disabled",
-  ENABLED: "Enabled",
-} as const;
-
-/**
- * @public
- */
-export type SagemakerServicecatalogStatus =
-  (typeof SagemakerServicecatalogStatus)[keyof typeof SagemakerServicecatalogStatus];
-
 /**
  * @internal
  */