feat(client-sagemaker): This release adds support for C7g, C6g, C6gd, C6gn, M6g, M6gd, R6g, and R6gn Graviton instance types in Amazon SageMaker Inference.

Author: awstools

clients/client-sagemaker/package.json

@@ -26,6 +26,7 @@
     "@aws-sdk/hash-node": "*",
     "@aws-sdk/invalid-dependency": "*",
     "@aws-sdk/middleware-content-length": "*",
+    "@aws-sdk/middleware-endpoint": "*",
     "@aws-sdk/middleware-host-header": "*",
     "@aws-sdk/middleware-logger": "*",
     "@aws-sdk/middleware-recursion-detection": "*",

clients/client-sagemaker/src/SageMaker.ts

@@ -2303,6 +2303,16 @@ export class SageMaker extends SageMakerClient {
    *             and values for hyperparameters within ranges that you specify. It then chooses the
    *             hyperparameter values that result in a model that performs the best, as measured by an
    *             objective metric that you choose.</p>
+   *         <p>A hyperparameter tuning job automatically creates Amazon SageMaker experiments, trials, and
+   *             trial components for each training job that it runs. You can view these entities in
+   *             Amazon SageMaker Studio. For more information, see <a href="https://docs.aws.amazon.com/sagemaker/latest/dg/experiments-view-compare.html#experiments-view">View
+   *                 Experiments, Trials, and Trial Components</a>.</p>
+   *         <important>
+   *             <p>Do not include any security-sensitive information including account access
+   *                 IDs, secrets or tokens in any hyperparameter field. If the use of
+   *                 security-sensitive credentials are detected, SageMaker will reject your training
+   *                 job request and return an exception error.</p>
+   *         </important>
    */
   public createHyperParameterTuningJob(
     args: CreateHyperParameterTuningJobCommandInput,
@@ -3120,11 +3130,10 @@ export class SageMaker extends SageMakerClient {
    *                     be tuned to optimize this learning process. For a list of hyperparameters for
    *                     each training algorithm provided by SageMaker, see <a href="https://docs.aws.amazon.com/sagemaker/latest/dg/algos.html">Algorithms</a>. </p>
    *                 <important>
-   *                     <p>You must not include any security-sensitive information, such as account
-   *                         access IDs, secrets, and tokens, in the dictionary for configuring
-   *                         hyperparameters. SageMaker rejects the training job request and returns an
-   *                         exception error for detected credentials, if such user input is
-   *                         found.</p>
+   *                     <p>Do not include any security-sensitive information including account access
+   *                         IDs, secrets or tokens in any hyperparameter field. If the use of
+   *                         security-sensitive credentials are detected, SageMaker will reject your training
+   *                         job request and return an exception error.</p>
    *                 </important>
    *             </li>
    *             <li>
@@ -10233,7 +10242,8 @@ export class SageMaker extends SageMakerClient {
   }
 
   /**
-   * <p>Update a model training job to request a new Debugger profiling configuration or to change warm pool retention length.</p>
+   * <p>Update a model training job to request a new Debugger profiling configuration or to
+   *             change warm pool retention length.</p>
    */
   public updateTrainingJob(
     args: UpdateTrainingJobCommandInput,

clients/client-sagemaker/src/SageMakerClient.ts

@@ -1,13 +1,7 @@
 // smithy-typescript generated code
-import {
-  EndpointsInputConfig,
-  EndpointsResolvedConfig,
-  RegionInputConfig,
-  RegionResolvedConfig,
-  resolveEndpointsConfig,
-  resolveRegionConfig,
-} from "@aws-sdk/config-resolver";
+import { RegionInputConfig, RegionResolvedConfig, resolveRegionConfig } from "@aws-sdk/config-resolver";
 import { getContentLengthPlugin } from "@aws-sdk/middleware-content-length";
+import { EndpointInputConfig, EndpointResolvedConfig, resolveEndpointConfig } from "@aws-sdk/middleware-endpoint";
 import {
   getHostHeaderPlugin,
   HostHeaderInputConfig,
@@ -41,13 +35,13 @@ import {
   Credentials as __Credentials,
   Decoder as __Decoder,
   Encoder as __Encoder,
+  EndpointV2 as __EndpointV2,
   Hash as __Hash,
   HashConstructor as __HashConstructor,
   HttpHandlerOptions as __HttpHandlerOptions,
   Logger as __Logger,
   Provider as __Provider,
   Provider,
-  RegionInfoProvider,
   StreamCollector as __StreamCollector,
   UrlParser as __UrlParser,
   UserAgent as __UserAgent,
@@ -721,6 +715,12 @@ import {
 import { UpdateUserProfileCommandInput, UpdateUserProfileCommandOutput } from "./commands/UpdateUserProfileCommand";
 import { UpdateWorkforceCommandInput, UpdateWorkforceCommandOutput } from "./commands/UpdateWorkforceCommand";
 import { UpdateWorkteamCommandInput, UpdateWorkteamCommandOutput } from "./commands/UpdateWorkteamCommand";
+import {
+  ClientInputEndpointParameters,
+  ClientResolvedEndpointParameters,
+  EndpointParameters,
+  resolveClientEndpointParameters,
+} from "./endpoint/EndpointParameters";
 import { getRuntimeConfig as __getRuntimeConfig } from "./runtimeConfig";
 
 export type ServiceInputTypes =
@@ -1362,12 +1362,6 @@ export interface ClientDefaults extends Partial<__SmithyResolvedConfiguration<__
    */
   credentialDefaultProvider?: (input: any) => __Provider<__Credentials>;
 
-  /**
-   * Fetch related hostname, signing name or signing region with given region.
-   * @internal
-   */
-  regionInfoProvider?: RegionInfoProvider;
-
   /**
    * The provider populating default tracking information to be sent with `user-agent`, `x-amz-user-agent` header
    * @internal
@@ -1383,11 +1377,12 @@ export interface ClientDefaults extends Partial<__SmithyResolvedConfiguration<__
 type SageMakerClientConfigType = Partial<__SmithyConfiguration<__HttpHandlerOptions>> &
   ClientDefaults &
   RegionInputConfig &
-  EndpointsInputConfig &
+  EndpointInputConfig<EndpointParameters> &
   RetryInputConfig &
   HostHeaderInputConfig &
   AwsAuthInputConfig &
-  UserAgentInputConfig;
+  UserAgentInputConfig &
+  ClientInputEndpointParameters;
 /**
  * The configuration interface of SageMakerClient class constructor that set the region, credentials and other options.
  */
@@ -1396,11 +1391,12 @@ export interface SageMakerClientConfig extends SageMakerClientConfigType {}
 type SageMakerClientResolvedConfigType = __SmithyResolvedConfiguration<__HttpHandlerOptions> &
   Required<ClientDefaults> &
   RegionResolvedConfig &
-  EndpointsResolvedConfig &
+  EndpointResolvedConfig<EndpointParameters> &
   RetryResolvedConfig &
   HostHeaderResolvedConfig &
   AwsAuthResolvedConfig &
-  UserAgentResolvedConfig;
+  UserAgentResolvedConfig &
+  ClientResolvedEndpointParameters;
 /**
  * The resolved configuration interface of SageMakerClient class. This is resolved and normalized from the {@link SageMakerClientConfig | constructor configuration interface}.
  */
@@ -1437,14 +1433,15 @@ export class SageMakerClient extends __Client<
 
   constructor(configuration: SageMakerClientConfig) {
     const _config_0 = __getRuntimeConfig(configuration);
-    const _config_1 = resolveRegionConfig(_config_0);
-    const _config_2 = resolveEndpointsConfig(_config_1);
-    const _config_3 = resolveRetryConfig(_config_2);
-    const _config_4 = resolveHostHeaderConfig(_config_3);
-    const _config_5 = resolveAwsAuthConfig(_config_4);
-    const _config_6 = resolveUserAgentConfig(_config_5);
-    super(_config_6);
-    this.config = _config_6;
+    const _config_1 = resolveClientEndpointParameters(_config_0);
+    const _config_2 = resolveRegionConfig(_config_1);
+    const _config_3 = resolveEndpointConfig(_config_2);
+    const _config_4 = resolveRetryConfig(_config_3);
+    const _config_5 = resolveHostHeaderConfig(_config_4);
+    const _config_6 = resolveAwsAuthConfig(_config_5);
+    const _config_7 = resolveUserAgentConfig(_config_6);
+    super(_config_7);
+    this.config = _config_7;
     this.middlewareStack.use(getRetryPlugin(this.config));
     this.middlewareStack.use(getContentLengthPlugin(this.config));
     this.middlewareStack.use(getHostHeaderPlugin(this.config));

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

@@ -1,4 +1,5 @@
 // smithy-typescript generated code
+import { EndpointParameterInstructions, getEndpointPlugin } from "@aws-sdk/middleware-endpoint";
 import { getSerdePlugin } from "@aws-sdk/middleware-serde";
 import { HttpRequest as __HttpRequest, HttpResponse as __HttpResponse } from "@aws-sdk/protocol-http";
 import { Command as $Command } from "@aws-sdk/smithy-client";
@@ -56,6 +57,15 @@ export class AddAssociationCommand extends $Command<
   // Start section: command_properties
   // End section: command_properties
 
+  public static getEndpointParameterInstructions(): EndpointParameterInstructions {
+    return {
+      UseFIPS: { type: "builtInParams", name: "useFipsEndpoint" },
+      Endpoint: { type: "builtInParams", name: "Endpoint" },
+      Region: { type: "builtInParams", name: "region" },
+      UseDualStack: { type: "builtInParams", name: "useDualstackEndpoint" },
+    };
+  }
+
   constructor(readonly input: AddAssociationCommandInput) {
     // Start section: command_constructor
     super();
@@ -71,6 +81,9 @@ export class AddAssociationCommand extends $Command<
     options?: __HttpHandlerOptions
   ): Handler<AddAssociationCommandInput, AddAssociationCommandOutput> {
     this.middlewareStack.use(getSerdePlugin(configuration, this.serialize, this.deserialize));
+    this.middlewareStack.use(
+      getEndpointPlugin(configuration, AddAssociationCommand.getEndpointParameterInstructions())
+    );
 
     const stack = clientStack.concat(this.middlewareStack);
 

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

@@ -1,4 +1,5 @@
 // smithy-typescript generated code
+import { EndpointParameterInstructions, getEndpointPlugin } from "@aws-sdk/middleware-endpoint";
 import { getSerdePlugin } from "@aws-sdk/middleware-serde";
 import { HttpRequest as __HttpRequest, HttpResponse as __HttpResponse } from "@aws-sdk/protocol-http";
 import { Command as $Command } from "@aws-sdk/smithy-client";
@@ -69,6 +70,15 @@ export class AddTagsCommand extends $Command<AddTagsCommandInput, AddTagsCommand
   // Start section: command_properties
   // End section: command_properties
 
+  public static getEndpointParameterInstructions(): EndpointParameterInstructions {
+    return {
+      UseFIPS: { type: "builtInParams", name: "useFipsEndpoint" },
+      Endpoint: { type: "builtInParams", name: "Endpoint" },
+      Region: { type: "builtInParams", name: "region" },
+      UseDualStack: { type: "builtInParams", name: "useDualstackEndpoint" },
+    };
+  }
+
   constructor(readonly input: AddTagsCommandInput) {
     // Start section: command_constructor
     super();
@@ -84,6 +94,7 @@ export class AddTagsCommand extends $Command<AddTagsCommandInput, AddTagsCommand
     options?: __HttpHandlerOptions
   ): Handler<AddTagsCommandInput, AddTagsCommandOutput> {
     this.middlewareStack.use(getSerdePlugin(configuration, this.serialize, this.deserialize));
+    this.middlewareStack.use(getEndpointPlugin(configuration, AddTagsCommand.getEndpointParameterInstructions()));
 
     const stack = clientStack.concat(this.middlewareStack);
 

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

@@ -1,4 +1,5 @@
 // smithy-typescript generated code
+import { EndpointParameterInstructions, getEndpointPlugin } from "@aws-sdk/middleware-endpoint";
 import { getSerdePlugin } from "@aws-sdk/middleware-serde";
 import { HttpRequest as __HttpRequest, HttpResponse as __HttpResponse } from "@aws-sdk/protocol-http";
 import { Command as $Command } from "@aws-sdk/smithy-client";
@@ -53,6 +54,15 @@ export class AssociateTrialComponentCommand extends $Command<
   // Start section: command_properties
   // End section: command_properties
 
+  public static getEndpointParameterInstructions(): EndpointParameterInstructions {
+    return {
+      UseFIPS: { type: "builtInParams", name: "useFipsEndpoint" },
+      Endpoint: { type: "builtInParams", name: "Endpoint" },
+      Region: { type: "builtInParams", name: "region" },
+      UseDualStack: { type: "builtInParams", name: "useDualstackEndpoint" },
+    };
+  }
+
   constructor(readonly input: AssociateTrialComponentCommandInput) {
     // Start section: command_constructor
     super();
@@ -68,6 +78,9 @@ export class AssociateTrialComponentCommand extends $Command<
     options?: __HttpHandlerOptions
   ): Handler<AssociateTrialComponentCommandInput, AssociateTrialComponentCommandOutput> {
     this.middlewareStack.use(getSerdePlugin(configuration, this.serialize, this.deserialize));
+    this.middlewareStack.use(
+      getEndpointPlugin(configuration, AssociateTrialComponentCommand.getEndpointParameterInstructions())
+    );
 
     const stack = clientStack.concat(this.middlewareStack);
 

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

@@ -1,4 +1,5 @@
 // smithy-typescript generated code
+import { EndpointParameterInstructions, getEndpointPlugin } from "@aws-sdk/middleware-endpoint";
 import { getSerdePlugin } from "@aws-sdk/middleware-serde";
 import { HttpRequest as __HttpRequest, HttpResponse as __HttpResponse } from "@aws-sdk/protocol-http";
 import { Command as $Command } from "@aws-sdk/smithy-client";
@@ -52,6 +53,15 @@ export class BatchDescribeModelPackageCommand extends $Command<
   // Start section: command_properties
   // End section: command_properties
 
+  public static getEndpointParameterInstructions(): EndpointParameterInstructions {
+    return {
+      UseFIPS: { type: "builtInParams", name: "useFipsEndpoint" },
+      Endpoint: { type: "builtInParams", name: "Endpoint" },
+      Region: { type: "builtInParams", name: "region" },
+      UseDualStack: { type: "builtInParams", name: "useDualstackEndpoint" },
+    };
+  }
+
   constructor(readonly input: BatchDescribeModelPackageCommandInput) {
     // Start section: command_constructor
     super();
@@ -67,6 +77,9 @@ export class BatchDescribeModelPackageCommand extends $Command<
     options?: __HttpHandlerOptions
   ): Handler<BatchDescribeModelPackageCommandInput, BatchDescribeModelPackageCommandOutput> {
     this.middlewareStack.use(getSerdePlugin(configuration, this.serialize, this.deserialize));
+    this.middlewareStack.use(
+      getEndpointPlugin(configuration, BatchDescribeModelPackageCommand.getEndpointParameterInstructions())
+    );
 
     const stack = clientStack.concat(this.middlewareStack);
 

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

@@ -1,4 +1,5 @@
 // smithy-typescript generated code
+import { EndpointParameterInstructions, getEndpointPlugin } from "@aws-sdk/middleware-endpoint";
 import { getSerdePlugin } from "@aws-sdk/middleware-serde";
 import { HttpRequest as __HttpRequest, HttpResponse as __HttpResponse } from "@aws-sdk/protocol-http";
 import { Command as $Command } from "@aws-sdk/smithy-client";
@@ -56,6 +57,15 @@ export class CreateActionCommand extends $Command<
   // Start section: command_properties
   // End section: command_properties
 
+  public static getEndpointParameterInstructions(): EndpointParameterInstructions {
+    return {
+      UseFIPS: { type: "builtInParams", name: "useFipsEndpoint" },
+      Endpoint: { type: "builtInParams", name: "Endpoint" },
+      Region: { type: "builtInParams", name: "region" },
+      UseDualStack: { type: "builtInParams", name: "useDualstackEndpoint" },
+    };
+  }
+
   constructor(readonly input: CreateActionCommandInput) {
     // Start section: command_constructor
     super();
@@ -71,6 +81,7 @@ export class CreateActionCommand extends $Command<
     options?: __HttpHandlerOptions
   ): Handler<CreateActionCommandInput, CreateActionCommandOutput> {
     this.middlewareStack.use(getSerdePlugin(configuration, this.serialize, this.deserialize));
+    this.middlewareStack.use(getEndpointPlugin(configuration, CreateActionCommand.getEndpointParameterInstructions()));
 
     const stack = clientStack.concat(this.middlewareStack);
 

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

@@ -1,4 +1,5 @@
 // smithy-typescript generated code
+import { EndpointParameterInstructions, getEndpointPlugin } from "@aws-sdk/middleware-endpoint";
 import { getSerdePlugin } from "@aws-sdk/middleware-serde";
 import { HttpRequest as __HttpRequest, HttpResponse as __HttpResponse } from "@aws-sdk/protocol-http";
 import { Command as $Command } from "@aws-sdk/smithy-client";
@@ -52,6 +53,15 @@ export class CreateAlgorithmCommand extends $Command<
   // Start section: command_properties
   // End section: command_properties
 
+  public static getEndpointParameterInstructions(): EndpointParameterInstructions {
+    return {
+      UseFIPS: { type: "builtInParams", name: "useFipsEndpoint" },
+      Endpoint: { type: "builtInParams", name: "Endpoint" },
+      Region: { type: "builtInParams", name: "region" },
+      UseDualStack: { type: "builtInParams", name: "useDualstackEndpoint" },
+    };
+  }
+
   constructor(readonly input: CreateAlgorithmCommandInput) {
     // Start section: command_constructor
     super();
@@ -67,6 +77,9 @@ export class CreateAlgorithmCommand extends $Command<
     options?: __HttpHandlerOptions
   ): Handler<CreateAlgorithmCommandInput, CreateAlgorithmCommandOutput> {
     this.middlewareStack.use(getSerdePlugin(configuration, this.serialize, this.deserialize));
+    this.middlewareStack.use(
+      getEndpointPlugin(configuration, CreateAlgorithmCommand.getEndpointParameterInstructions())
+    );
 
     const stack = clientStack.concat(this.middlewareStack);
 

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

@@ -1,4 +1,5 @@
 // smithy-typescript generated code
+import { EndpointParameterInstructions, getEndpointPlugin } from "@aws-sdk/middleware-endpoint";
 import { getSerdePlugin } from "@aws-sdk/middleware-serde";
 import { HttpRequest as __HttpRequest, HttpResponse as __HttpResponse } from "@aws-sdk/protocol-http";
 import { Command as $Command } from "@aws-sdk/smithy-client";
@@ -51,6 +52,15 @@ export class CreateAppCommand extends $Command<
   // Start section: command_properties
   // End section: command_properties
 
+  public static getEndpointParameterInstructions(): EndpointParameterInstructions {
+    return {
+      UseFIPS: { type: "builtInParams", name: "useFipsEndpoint" },
+      Endpoint: { type: "builtInParams", name: "Endpoint" },
+      Region: { type: "builtInParams", name: "region" },
+      UseDualStack: { type: "builtInParams", name: "useDualstackEndpoint" },
+    };
+  }
+
   constructor(readonly input: CreateAppCommandInput) {
     // Start section: command_constructor
     super();
@@ -66,6 +76,7 @@ export class CreateAppCommand extends $Command<
     options?: __HttpHandlerOptions
   ): Handler<CreateAppCommandInput, CreateAppCommandOutput> {
     this.middlewareStack.use(getSerdePlugin(configuration, this.serialize, this.deserialize));
+    this.middlewareStack.use(getEndpointPlugin(configuration, CreateAppCommand.getEndpointParameterInstructions()));
 
     const stack = clientStack.concat(this.middlewareStack);