feat(client-sagemaker): Amazon SageMaker Edge Manager provides lightweight model deployment feature to deploy machine learning models on requested devices.

Author: awstools

clients/client-sagemaker/src/SageMaker.ts

@@ -87,6 +87,14 @@ import {
 } from "./commands/CreateDataQualityJobDefinitionCommand";
 import { CreateDeviceFleetCommandInput, CreateDeviceFleetCommandOutput } from "./commands/CreateDeviceFleetCommand";
 import { CreateDomainCommandInput, CreateDomainCommandOutput } from "./commands/CreateDomainCommand";
+import {
+  CreateEdgeDeploymentPlanCommandInput,
+  CreateEdgeDeploymentPlanCommandOutput,
+} from "./commands/CreateEdgeDeploymentPlanCommand";
+import {
+  CreateEdgeDeploymentStageCommandInput,
+  CreateEdgeDeploymentStageCommandOutput,
+} from "./commands/CreateEdgeDeploymentStageCommand";
 import {
   CreateEdgePackagingJobCommandInput,
   CreateEdgePackagingJobCommandOutput,
@@ -192,6 +200,14 @@ import {
 } from "./commands/DeleteDataQualityJobDefinitionCommand";
 import { DeleteDeviceFleetCommandInput, DeleteDeviceFleetCommandOutput } from "./commands/DeleteDeviceFleetCommand";
 import { DeleteDomainCommandInput, DeleteDomainCommandOutput } from "./commands/DeleteDomainCommand";
+import {
+  DeleteEdgeDeploymentPlanCommandInput,
+  DeleteEdgeDeploymentPlanCommandOutput,
+} from "./commands/DeleteEdgeDeploymentPlanCommand";
+import {
+  DeleteEdgeDeploymentStageCommandInput,
+  DeleteEdgeDeploymentStageCommandOutput,
+} from "./commands/DeleteEdgeDeploymentStageCommand";
 import { DeleteEndpointCommandInput, DeleteEndpointCommandOutput } from "./commands/DeleteEndpointCommand";
 import {
   DeleteEndpointConfigCommandInput,
@@ -284,6 +300,10 @@ import {
   DescribeDeviceFleetCommandOutput,
 } from "./commands/DescribeDeviceFleetCommand";
 import { DescribeDomainCommandInput, DescribeDomainCommandOutput } from "./commands/DescribeDomainCommand";
+import {
+  DescribeEdgeDeploymentPlanCommandInput,
+  DescribeEdgeDeploymentPlanCommandOutput,
+} from "./commands/DescribeEdgeDeploymentPlanCommand";
 import {
   DescribeEdgePackagingJobCommandInput,
   DescribeEdgePackagingJobCommandOutput,
@@ -467,6 +487,10 @@ import {
 import { ListDeviceFleetsCommandInput, ListDeviceFleetsCommandOutput } from "./commands/ListDeviceFleetsCommand";
 import { ListDevicesCommandInput, ListDevicesCommandOutput } from "./commands/ListDevicesCommand";
 import { ListDomainsCommandInput, ListDomainsCommandOutput } from "./commands/ListDomainsCommand";
+import {
+  ListEdgeDeploymentPlansCommandInput,
+  ListEdgeDeploymentPlansCommandOutput,
+} from "./commands/ListEdgeDeploymentPlansCommand";
 import {
   ListEdgePackagingJobsCommandInput,
   ListEdgePackagingJobsCommandOutput,
@@ -549,6 +573,7 @@ import {
 import { ListPipelinesCommandInput, ListPipelinesCommandOutput } from "./commands/ListPipelinesCommand";
 import { ListProcessingJobsCommandInput, ListProcessingJobsCommandOutput } from "./commands/ListProcessingJobsCommand";
 import { ListProjectsCommandInput, ListProjectsCommandOutput } from "./commands/ListProjectsCommand";
+import { ListStageDevicesCommandInput, ListStageDevicesCommandOutput } from "./commands/ListStageDevicesCommand";
 import {
   ListStudioLifecycleConfigsCommandInput,
   ListStudioLifecycleConfigsCommandOutput,
@@ -592,6 +617,10 @@ import {
   SendPipelineExecutionStepSuccessCommandInput,
   SendPipelineExecutionStepSuccessCommandOutput,
 } from "./commands/SendPipelineExecutionStepSuccessCommand";
+import {
+  StartEdgeDeploymentStageCommandInput,
+  StartEdgeDeploymentStageCommandOutput,
+} from "./commands/StartEdgeDeploymentStageCommand";
 import {
   StartMonitoringScheduleCommandInput,
   StartMonitoringScheduleCommandOutput,
@@ -606,6 +635,10 @@ import {
 } from "./commands/StartPipelineExecutionCommand";
 import { StopAutoMLJobCommandInput, StopAutoMLJobCommandOutput } from "./commands/StopAutoMLJobCommand";
 import { StopCompilationJobCommandInput, StopCompilationJobCommandOutput } from "./commands/StopCompilationJobCommand";
+import {
+  StopEdgeDeploymentStageCommandInput,
+  StopEdgeDeploymentStageCommandOutput,
+} from "./commands/StopEdgeDeploymentStageCommand";
 import {
   StopEdgePackagingJobCommandInput,
   StopEdgePackagingJobCommandOutput,
@@ -707,6 +740,8 @@ export type ServiceInputTypes =
   | CreateDataQualityJobDefinitionCommandInput
   | CreateDeviceFleetCommandInput
   | CreateDomainCommandInput
+  | CreateEdgeDeploymentPlanCommandInput
+  | CreateEdgeDeploymentStageCommandInput
   | CreateEdgePackagingJobCommandInput
   | CreateEndpointCommandInput
   | CreateEndpointConfigCommandInput
@@ -752,6 +787,8 @@ export type ServiceInputTypes =
   | DeleteDataQualityJobDefinitionCommandInput
   | DeleteDeviceFleetCommandInput
   | DeleteDomainCommandInput
+  | DeleteEdgeDeploymentPlanCommandInput
+  | DeleteEdgeDeploymentStageCommandInput
   | DeleteEndpointCommandInput
   | DeleteEndpointConfigCommandInput
   | DeleteExperimentCommandInput
@@ -793,6 +830,7 @@ export type ServiceInputTypes =
   | DescribeDeviceCommandInput
   | DescribeDeviceFleetCommandInput
   | DescribeDomainCommandInput
+  | DescribeEdgeDeploymentPlanCommandInput
   | DescribeEdgePackagingJobCommandInput
   | DescribeEndpointCommandInput
   | DescribeEndpointConfigCommandInput
@@ -853,6 +891,7 @@ export type ServiceInputTypes =
   | ListDeviceFleetsCommandInput
   | ListDevicesCommandInput
   | ListDomainsCommandInput
+  | ListEdgeDeploymentPlansCommandInput
   | ListEdgePackagingJobsCommandInput
   | ListEndpointConfigsCommandInput
   | ListEndpointsCommandInput
@@ -884,6 +923,7 @@ export type ServiceInputTypes =
   | ListPipelinesCommandInput
   | ListProcessingJobsCommandInput
   | ListProjectsCommandInput
+  | ListStageDevicesCommandInput
   | ListStudioLifecycleConfigsCommandInput
   | ListSubscribedWorkteamsCommandInput
   | ListTagsCommandInput
@@ -903,11 +943,13 @@ export type ServiceInputTypes =
   | SearchCommandInput
   | SendPipelineExecutionStepFailureCommandInput
   | SendPipelineExecutionStepSuccessCommandInput
+  | StartEdgeDeploymentStageCommandInput
   | StartMonitoringScheduleCommandInput
   | StartNotebookInstanceCommandInput
   | StartPipelineExecutionCommandInput
   | StopAutoMLJobCommandInput
   | StopCompilationJobCommandInput
+  | StopEdgeDeploymentStageCommandInput
   | StopEdgePackagingJobCommandInput
   | StopHyperParameterTuningJobCommandInput
   | StopInferenceRecommendationsJobCommandInput
@@ -963,6 +1005,8 @@ export type ServiceOutputTypes =
   | CreateDataQualityJobDefinitionCommandOutput
   | CreateDeviceFleetCommandOutput
   | CreateDomainCommandOutput
+  | CreateEdgeDeploymentPlanCommandOutput
+  | CreateEdgeDeploymentStageCommandOutput
   | CreateEdgePackagingJobCommandOutput
   | CreateEndpointCommandOutput
   | CreateEndpointConfigCommandOutput
@@ -1008,6 +1052,8 @@ export type ServiceOutputTypes =
   | DeleteDataQualityJobDefinitionCommandOutput
   | DeleteDeviceFleetCommandOutput
   | DeleteDomainCommandOutput
+  | DeleteEdgeDeploymentPlanCommandOutput
+  | DeleteEdgeDeploymentStageCommandOutput
   | DeleteEndpointCommandOutput
   | DeleteEndpointConfigCommandOutput
   | DeleteExperimentCommandOutput
@@ -1049,6 +1095,7 @@ export type ServiceOutputTypes =
   | DescribeDeviceCommandOutput
   | DescribeDeviceFleetCommandOutput
   | DescribeDomainCommandOutput
+  | DescribeEdgeDeploymentPlanCommandOutput
   | DescribeEdgePackagingJobCommandOutput
   | DescribeEndpointCommandOutput
   | DescribeEndpointConfigCommandOutput
@@ -1109,6 +1156,7 @@ export type ServiceOutputTypes =
   | ListDeviceFleetsCommandOutput
   | ListDevicesCommandOutput
   | ListDomainsCommandOutput
+  | ListEdgeDeploymentPlansCommandOutput
   | ListEdgePackagingJobsCommandOutput
   | ListEndpointConfigsCommandOutput
   | ListEndpointsCommandOutput
@@ -1140,6 +1188,7 @@ export type ServiceOutputTypes =
   | ListPipelinesCommandOutput
   | ListProcessingJobsCommandOutput
   | ListProjectsCommandOutput
+  | ListStageDevicesCommandOutput
   | ListStudioLifecycleConfigsCommandOutput
   | ListSubscribedWorkteamsCommandOutput
   | ListTagsCommandOutput
@@ -1159,11 +1208,13 @@ export type ServiceOutputTypes =
   | SearchCommandOutput
   | SendPipelineExecutionStepFailureCommandOutput
   | SendPipelineExecutionStepSuccessCommandOutput
+  | StartEdgeDeploymentStageCommandOutput
   | StartMonitoringScheduleCommandOutput
   | StartNotebookInstanceCommandOutput
   | StartPipelineExecutionCommandOutput
   | StopAutoMLJobCommandOutput
   | StopCompilationJobCommandOutput
+  | StopEdgeDeploymentStageCommandOutput
   | StopEdgePackagingJobCommandOutput
   | StopHyperParameterTuningJobCommandOutput
   | StopInferenceRecommendationsJobCommandOutput

clients/client-sagemaker/src/SageMakerClient.ts

@@ -0,0 +1,96 @@
+// smithy-typescript generated code
+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";
+import {
+  FinalizeHandlerArguments,
+  Handler,
+  HandlerExecutionContext,
+  HttpHandlerOptions as __HttpHandlerOptions,
+  MetadataBearer as __MetadataBearer,
+  MiddlewareStack,
+  SerdeContext as __SerdeContext,
+} from "@aws-sdk/types";
+
+import { CreateEdgeDeploymentPlanRequest, CreateEdgeDeploymentPlanResponse } from "../models/models_0";
+import {
+  deserializeAws_json1_1CreateEdgeDeploymentPlanCommand,
+  serializeAws_json1_1CreateEdgeDeploymentPlanCommand,
+} from "../protocols/Aws_json1_1";
+import { SageMakerClientResolvedConfig, ServiceInputTypes, ServiceOutputTypes } from "../SageMakerClient";
+
+export interface CreateEdgeDeploymentPlanCommandInput extends CreateEdgeDeploymentPlanRequest {}
+export interface CreateEdgeDeploymentPlanCommandOutput extends CreateEdgeDeploymentPlanResponse, __MetadataBearer {}
+
+/**
+ * <p>Creates an edge deployment plan, consisting of multiple stages. Each stage may have a different deployment configuration and devices.</p>
+ * @example
+ * Use a bare-bones client and the command you need to make an API call.
+ * ```javascript
+ * import { SageMakerClient, CreateEdgeDeploymentPlanCommand } from "@aws-sdk/client-sagemaker"; // ES Modules import
+ * // const { SageMakerClient, CreateEdgeDeploymentPlanCommand } = require("@aws-sdk/client-sagemaker"); // CommonJS import
+ * const client = new SageMakerClient(config);
+ * const command = new CreateEdgeDeploymentPlanCommand(input);
+ * const response = await client.send(command);
+ * ```
+ *
+ * @see {@link CreateEdgeDeploymentPlanCommandInput} for command's `input` shape.
+ * @see {@link CreateEdgeDeploymentPlanCommandOutput} for command's `response` shape.
+ * @see {@link SageMakerClientResolvedConfig | config} for SageMakerClient's `config` shape.
+ *
+ */
+export class CreateEdgeDeploymentPlanCommand extends $Command<
+  CreateEdgeDeploymentPlanCommandInput,
+  CreateEdgeDeploymentPlanCommandOutput,
+  SageMakerClientResolvedConfig
+> {
+  // Start section: command_properties
+  // End section: command_properties
+
+  constructor(readonly input: CreateEdgeDeploymentPlanCommandInput) {
+    // Start section: command_constructor
+    super();
+    // End section: command_constructor
+  }
+
+  /**
+   * @internal
+   */
+  resolveMiddleware(
+    clientStack: MiddlewareStack<ServiceInputTypes, ServiceOutputTypes>,
+    configuration: SageMakerClientResolvedConfig,
+    options?: __HttpHandlerOptions
+  ): Handler<CreateEdgeDeploymentPlanCommandInput, CreateEdgeDeploymentPlanCommandOutput> {
+    this.middlewareStack.use(getSerdePlugin(configuration, this.serialize, this.deserialize));
+
+    const stack = clientStack.concat(this.middlewareStack);
+
+    const { logger } = configuration;
+    const clientName = "SageMakerClient";
+    const commandName = "CreateEdgeDeploymentPlanCommand";
+    const handlerExecutionContext: HandlerExecutionContext = {
+      logger,
+      clientName,
+      commandName,
+      inputFilterSensitiveLog: CreateEdgeDeploymentPlanRequest.filterSensitiveLog,
+      outputFilterSensitiveLog: CreateEdgeDeploymentPlanResponse.filterSensitiveLog,
+    };
+    const { requestHandler } = configuration;
+    return stack.resolve(
+      (request: FinalizeHandlerArguments<any>) =>
+        requestHandler.handle(request.request as __HttpRequest, options || {}),
+      handlerExecutionContext
+    );
+  }
+
+  private serialize(input: CreateEdgeDeploymentPlanCommandInput, context: __SerdeContext): Promise<__HttpRequest> {
+    return serializeAws_json1_1CreateEdgeDeploymentPlanCommand(input, context);
+  }
+
+  private deserialize(output: __HttpResponse, context: __SerdeContext): Promise<CreateEdgeDeploymentPlanCommandOutput> {
+    return deserializeAws_json1_1CreateEdgeDeploymentPlanCommand(output, context);
+  }
+
+  // Start section: command_body_extra
+  // End section: command_body_extra
+}

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

@@ -0,0 +1,99 @@
+// smithy-typescript generated code
+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";
+import {
+  FinalizeHandlerArguments,
+  Handler,
+  HandlerExecutionContext,
+  HttpHandlerOptions as __HttpHandlerOptions,
+  MetadataBearer as __MetadataBearer,
+  MiddlewareStack,
+  SerdeContext as __SerdeContext,
+} from "@aws-sdk/types";
+
+import { CreateEdgeDeploymentStageRequest } from "../models/models_0";
+import {
+  deserializeAws_json1_1CreateEdgeDeploymentStageCommand,
+  serializeAws_json1_1CreateEdgeDeploymentStageCommand,
+} from "../protocols/Aws_json1_1";
+import { SageMakerClientResolvedConfig, ServiceInputTypes, ServiceOutputTypes } from "../SageMakerClient";
+
+export interface CreateEdgeDeploymentStageCommandInput extends CreateEdgeDeploymentStageRequest {}
+export interface CreateEdgeDeploymentStageCommandOutput extends __MetadataBearer {}
+
+/**
+ * <p>Creates a new stage in an existing edge deployment plan.</p>
+ * @example
+ * Use a bare-bones client and the command you need to make an API call.
+ * ```javascript
+ * import { SageMakerClient, CreateEdgeDeploymentStageCommand } from "@aws-sdk/client-sagemaker"; // ES Modules import
+ * // const { SageMakerClient, CreateEdgeDeploymentStageCommand } = require("@aws-sdk/client-sagemaker"); // CommonJS import
+ * const client = new SageMakerClient(config);
+ * const command = new CreateEdgeDeploymentStageCommand(input);
+ * const response = await client.send(command);
+ * ```
+ *
+ * @see {@link CreateEdgeDeploymentStageCommandInput} for command's `input` shape.
+ * @see {@link CreateEdgeDeploymentStageCommandOutput} for command's `response` shape.
+ * @see {@link SageMakerClientResolvedConfig | config} for SageMakerClient's `config` shape.
+ *
+ */
+export class CreateEdgeDeploymentStageCommand extends $Command<
+  CreateEdgeDeploymentStageCommandInput,
+  CreateEdgeDeploymentStageCommandOutput,
+  SageMakerClientResolvedConfig
+> {
+  // Start section: command_properties
+  // End section: command_properties
+
+  constructor(readonly input: CreateEdgeDeploymentStageCommandInput) {
+    // Start section: command_constructor
+    super();
+    // End section: command_constructor
+  }
+
+  /**
+   * @internal
+   */
+  resolveMiddleware(
+    clientStack: MiddlewareStack<ServiceInputTypes, ServiceOutputTypes>,
+    configuration: SageMakerClientResolvedConfig,
+    options?: __HttpHandlerOptions
+  ): Handler<CreateEdgeDeploymentStageCommandInput, CreateEdgeDeploymentStageCommandOutput> {
+    this.middlewareStack.use(getSerdePlugin(configuration, this.serialize, this.deserialize));
+
+    const stack = clientStack.concat(this.middlewareStack);
+
+    const { logger } = configuration;
+    const clientName = "SageMakerClient";
+    const commandName = "CreateEdgeDeploymentStageCommand";
+    const handlerExecutionContext: HandlerExecutionContext = {
+      logger,
+      clientName,
+      commandName,
+      inputFilterSensitiveLog: CreateEdgeDeploymentStageRequest.filterSensitiveLog,
+      outputFilterSensitiveLog: (output: any) => output,
+    };
+    const { requestHandler } = configuration;
+    return stack.resolve(
+      (request: FinalizeHandlerArguments<any>) =>
+        requestHandler.handle(request.request as __HttpRequest, options || {}),
+      handlerExecutionContext
+    );
+  }
+
+  private serialize(input: CreateEdgeDeploymentStageCommandInput, context: __SerdeContext): Promise<__HttpRequest> {
+    return serializeAws_json1_1CreateEdgeDeploymentStageCommand(input, context);
+  }
+
+  private deserialize(
+    output: __HttpResponse,
+    context: __SerdeContext
+  ): Promise<CreateEdgeDeploymentStageCommandOutput> {
+    return deserializeAws_json1_1CreateEdgeDeploymentStageCommand(output, context);
+  }
+
+  // Start section: command_body_extra
+  // End section: command_body_extra
+}

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

@@ -12,7 +12,7 @@ import {
   SerdeContext as __SerdeContext,
 } from "@aws-sdk/types";
 
-import { CreateHyperParameterTuningJobRequest, CreateHyperParameterTuningJobResponse } from "../models/models_0";
+import { CreateHyperParameterTuningJobRequest, CreateHyperParameterTuningJobResponse } from "../models/models_1";
 import {
   deserializeAws_json1_1CreateHyperParameterTuningJobCommand,
   serializeAws_json1_1CreateHyperParameterTuningJobCommand,