import { Command as $Command } from "@smithy/smithy-client"; import { MetadataBearer as __MetadataBearer } from "@smithy/types"; import { ListInferenceRecommendationsJobStepsRequest, ListInferenceRecommendationsJobStepsResponse } from "../models/models_4"; import { SageMakerClientResolvedConfig, ServiceInputTypes, ServiceOutputTypes } from "../SageMakerClient"; /** * @public */ export type { __MetadataBearer }; export { $Command }; /** * @public * * The input for {@link ListInferenceRecommendationsJobStepsCommand}. */ export interface ListInferenceRecommendationsJobStepsCommandInput extends ListInferenceRecommendationsJobStepsRequest { } /** * @public * * The output of {@link ListInferenceRecommendationsJobStepsCommand}. */ export interface ListInferenceRecommendationsJobStepsCommandOutput extends ListInferenceRecommendationsJobStepsResponse, __MetadataBearer { } declare const ListInferenceRecommendationsJobStepsCommand_base: { new (input: ListInferenceRecommendationsJobStepsCommandInput): import("@smithy/smithy-client").CommandImpl; new (input: ListInferenceRecommendationsJobStepsCommandInput): import("@smithy/smithy-client").CommandImpl; getEndpointParameterInstructions(): import("@smithy/middleware-endpoint").EndpointParameterInstructions; }; /** *

Returns a list of the subtasks for an Inference Recommender job.

The supported subtasks are benchmarks, which evaluate the performance of your model on different instance types.

* @example * Use a bare-bones client and the command you need to make an API call. * ```javascript * import { SageMakerClient, ListInferenceRecommendationsJobStepsCommand } from "@aws-sdk/client-sagemaker"; // ES Modules import * // const { SageMakerClient, ListInferenceRecommendationsJobStepsCommand } = require("@aws-sdk/client-sagemaker"); // CommonJS import * const client = new SageMakerClient(config); * const input = { // ListInferenceRecommendationsJobStepsRequest * JobName: "STRING_VALUE", // required * Status: "PENDING" || "IN_PROGRESS" || "COMPLETED" || "FAILED" || "STOPPING" || "STOPPED" || "DELETING" || "DELETED", * StepType: "BENCHMARK", * MaxResults: Number("int"), * NextToken: "STRING_VALUE", * }; * const command = new ListInferenceRecommendationsJobStepsCommand(input); * const response = await client.send(command); * // { // ListInferenceRecommendationsJobStepsResponse * // Steps: [ // InferenceRecommendationsJobSteps * // { // InferenceRecommendationsJobStep * // StepType: "BENCHMARK", // required * // JobName: "STRING_VALUE", // required * // Status: "PENDING" || "IN_PROGRESS" || "COMPLETED" || "FAILED" || "STOPPING" || "STOPPED" || "DELETING" || "DELETED", // required * // InferenceBenchmark: { // RecommendationJobInferenceBenchmark * // Metrics: { // RecommendationMetrics * // CostPerHour: Number("float"), * // CostPerInference: Number("float"), * // MaxInvocations: Number("int"), * // ModelLatency: Number("int"), * // CpuUtilization: Number("float"), * // MemoryUtilization: Number("float"), * // ModelSetupTime: Number("int"), * // }, * // EndpointMetrics: { // InferenceMetrics * // MaxInvocations: Number("int"), // required * // ModelLatency: Number("int"), // required * // }, * // EndpointConfiguration: { // EndpointOutputConfiguration * // EndpointName: "STRING_VALUE", // required * // VariantName: "STRING_VALUE", // required * // InstanceType: "ml.t2.medium" || "ml.t2.large" || "ml.t2.xlarge" || "ml.t2.2xlarge" || "ml.m4.xlarge" || "ml.m4.2xlarge" || "ml.m4.4xlarge" || "ml.m4.10xlarge" || "ml.m4.16xlarge" || "ml.m5.large" || "ml.m5.xlarge" || "ml.m5.2xlarge" || "ml.m5.4xlarge" || "ml.m5.12xlarge" || "ml.m5.24xlarge" || "ml.m5d.large" || "ml.m5d.xlarge" || "ml.m5d.2xlarge" || "ml.m5d.4xlarge" || "ml.m5d.12xlarge" || "ml.m5d.24xlarge" || "ml.c4.large" || "ml.c4.xlarge" || "ml.c4.2xlarge" || "ml.c4.4xlarge" || "ml.c4.8xlarge" || "ml.p2.xlarge" || "ml.p2.8xlarge" || "ml.p2.16xlarge" || "ml.p3.2xlarge" || "ml.p3.8xlarge" || "ml.p3.16xlarge" || "ml.c5.large" || "ml.c5.xlarge" || "ml.c5.2xlarge" || "ml.c5.4xlarge" || "ml.c5.9xlarge" || "ml.c5.18xlarge" || "ml.c5d.large" || "ml.c5d.xlarge" || "ml.c5d.2xlarge" || "ml.c5d.4xlarge" || "ml.c5d.9xlarge" || "ml.c5d.18xlarge" || "ml.g4dn.xlarge" || "ml.g4dn.2xlarge" || "ml.g4dn.4xlarge" || "ml.g4dn.8xlarge" || "ml.g4dn.12xlarge" || "ml.g4dn.16xlarge" || "ml.r5.large" || "ml.r5.xlarge" || "ml.r5.2xlarge" || "ml.r5.4xlarge" || "ml.r5.12xlarge" || "ml.r5.24xlarge" || "ml.r5d.large" || "ml.r5d.xlarge" || "ml.r5d.2xlarge" || "ml.r5d.4xlarge" || "ml.r5d.12xlarge" || "ml.r5d.24xlarge" || "ml.inf1.xlarge" || "ml.inf1.2xlarge" || "ml.inf1.6xlarge" || "ml.inf1.24xlarge" || "ml.dl1.24xlarge" || "ml.c6i.large" || "ml.c6i.xlarge" || "ml.c6i.2xlarge" || "ml.c6i.4xlarge" || "ml.c6i.8xlarge" || "ml.c6i.12xlarge" || "ml.c6i.16xlarge" || "ml.c6i.24xlarge" || "ml.c6i.32xlarge" || "ml.m6i.large" || "ml.m6i.xlarge" || "ml.m6i.2xlarge" || "ml.m6i.4xlarge" || "ml.m6i.8xlarge" || "ml.m6i.12xlarge" || "ml.m6i.16xlarge" || "ml.m6i.24xlarge" || "ml.m6i.32xlarge" || "ml.r6i.large" || "ml.r6i.xlarge" || "ml.r6i.2xlarge" || "ml.r6i.4xlarge" || "ml.r6i.8xlarge" || "ml.r6i.12xlarge" || "ml.r6i.16xlarge" || "ml.r6i.24xlarge" || "ml.r6i.32xlarge" || "ml.g5.xlarge" || "ml.g5.2xlarge" || "ml.g5.4xlarge" || "ml.g5.8xlarge" || "ml.g5.12xlarge" || "ml.g5.16xlarge" || "ml.g5.24xlarge" || "ml.g5.48xlarge" || "ml.g6.xlarge" || "ml.g6.2xlarge" || "ml.g6.4xlarge" || "ml.g6.8xlarge" || "ml.g6.12xlarge" || "ml.g6.16xlarge" || "ml.g6.24xlarge" || "ml.g6.48xlarge" || "ml.r8g.medium" || "ml.r8g.large" || "ml.r8g.xlarge" || "ml.r8g.2xlarge" || "ml.r8g.4xlarge" || "ml.r8g.8xlarge" || "ml.r8g.12xlarge" || "ml.r8g.16xlarge" || "ml.r8g.24xlarge" || "ml.r8g.48xlarge" || "ml.g6e.xlarge" || "ml.g6e.2xlarge" || "ml.g6e.4xlarge" || "ml.g6e.8xlarge" || "ml.g6e.12xlarge" || "ml.g6e.16xlarge" || "ml.g6e.24xlarge" || "ml.g6e.48xlarge" || "ml.p4d.24xlarge" || "ml.c7g.large" || "ml.c7g.xlarge" || "ml.c7g.2xlarge" || "ml.c7g.4xlarge" || "ml.c7g.8xlarge" || "ml.c7g.12xlarge" || "ml.c7g.16xlarge" || "ml.m6g.large" || "ml.m6g.xlarge" || "ml.m6g.2xlarge" || "ml.m6g.4xlarge" || "ml.m6g.8xlarge" || "ml.m6g.12xlarge" || "ml.m6g.16xlarge" || "ml.m6gd.large" || "ml.m6gd.xlarge" || "ml.m6gd.2xlarge" || "ml.m6gd.4xlarge" || "ml.m6gd.8xlarge" || "ml.m6gd.12xlarge" || "ml.m6gd.16xlarge" || "ml.c6g.large" || "ml.c6g.xlarge" || "ml.c6g.2xlarge" || "ml.c6g.4xlarge" || "ml.c6g.8xlarge" || "ml.c6g.12xlarge" || "ml.c6g.16xlarge" || "ml.c6gd.large" || "ml.c6gd.xlarge" || "ml.c6gd.2xlarge" || "ml.c6gd.4xlarge" || "ml.c6gd.8xlarge" || "ml.c6gd.12xlarge" || "ml.c6gd.16xlarge" || "ml.c6gn.large" || "ml.c6gn.xlarge" || "ml.c6gn.2xlarge" || "ml.c6gn.4xlarge" || "ml.c6gn.8xlarge" || "ml.c6gn.12xlarge" || "ml.c6gn.16xlarge" || "ml.r6g.large" || "ml.r6g.xlarge" || "ml.r6g.2xlarge" || "ml.r6g.4xlarge" || "ml.r6g.8xlarge" || "ml.r6g.12xlarge" || "ml.r6g.16xlarge" || "ml.r6gd.large" || "ml.r6gd.xlarge" || "ml.r6gd.2xlarge" || "ml.r6gd.4xlarge" || "ml.r6gd.8xlarge" || "ml.r6gd.12xlarge" || "ml.r6gd.16xlarge" || "ml.p4de.24xlarge" || "ml.trn1.2xlarge" || "ml.trn1.32xlarge" || "ml.trn1n.32xlarge" || "ml.trn2.48xlarge" || "ml.inf2.xlarge" || "ml.inf2.8xlarge" || "ml.inf2.24xlarge" || "ml.inf2.48xlarge" || "ml.p5.48xlarge" || "ml.p5e.48xlarge" || "ml.p5en.48xlarge" || "ml.m7i.large" || "ml.m7i.xlarge" || "ml.m7i.2xlarge" || "ml.m7i.4xlarge" || "ml.m7i.8xlarge" || "ml.m7i.12xlarge" || "ml.m7i.16xlarge" || "ml.m7i.24xlarge" || "ml.m7i.48xlarge" || "ml.c7i.large" || "ml.c7i.xlarge" || "ml.c7i.2xlarge" || "ml.c7i.4xlarge" || "ml.c7i.8xlarge" || "ml.c7i.12xlarge" || "ml.c7i.16xlarge" || "ml.c7i.24xlarge" || "ml.c7i.48xlarge" || "ml.r7i.large" || "ml.r7i.xlarge" || "ml.r7i.2xlarge" || "ml.r7i.4xlarge" || "ml.r7i.8xlarge" || "ml.r7i.12xlarge" || "ml.r7i.16xlarge" || "ml.r7i.24xlarge" || "ml.r7i.48xlarge" || "ml.c8g.medium" || "ml.c8g.large" || "ml.c8g.xlarge" || "ml.c8g.2xlarge" || "ml.c8g.4xlarge" || "ml.c8g.8xlarge" || "ml.c8g.12xlarge" || "ml.c8g.16xlarge" || "ml.c8g.24xlarge" || "ml.c8g.48xlarge" || "ml.r7gd.medium" || "ml.r7gd.large" || "ml.r7gd.xlarge" || "ml.r7gd.2xlarge" || "ml.r7gd.4xlarge" || "ml.r7gd.8xlarge" || "ml.r7gd.12xlarge" || "ml.r7gd.16xlarge" || "ml.m8g.medium" || "ml.m8g.large" || "ml.m8g.xlarge" || "ml.m8g.2xlarge" || "ml.m8g.4xlarge" || "ml.m8g.8xlarge" || "ml.m8g.12xlarge" || "ml.m8g.16xlarge" || "ml.m8g.24xlarge" || "ml.m8g.48xlarge" || "ml.c6in.large" || "ml.c6in.xlarge" || "ml.c6in.2xlarge" || "ml.c6in.4xlarge" || "ml.c6in.8xlarge" || "ml.c6in.12xlarge" || "ml.c6in.16xlarge" || "ml.c6in.24xlarge" || "ml.c6in.32xlarge" || "ml.p6-b200.48xlarge" || "ml.p6e-gb200.36xlarge", * // InitialInstanceCount: Number("int"), * // ServerlessConfig: { // ProductionVariantServerlessConfig * // MemorySizeInMB: Number("int"), // required * // MaxConcurrency: Number("int"), // required * // ProvisionedConcurrency: Number("int"), * // }, * // }, * // ModelConfiguration: { // ModelConfiguration * // InferenceSpecificationName: "STRING_VALUE", * // EnvironmentParameters: [ // EnvironmentParameters * // { // EnvironmentParameter * // Key: "STRING_VALUE", // required * // ValueType: "STRING_VALUE", // required * // Value: "STRING_VALUE", // required * // }, * // ], * // CompilationJobName: "STRING_VALUE", * // }, * // FailureReason: "STRING_VALUE", * // InvocationEndTime: new Date("TIMESTAMP"), * // InvocationStartTime: new Date("TIMESTAMP"), * // }, * // }, * // ], * // NextToken: "STRING_VALUE", * // }; * * ``` * * @param ListInferenceRecommendationsJobStepsCommandInput - {@link ListInferenceRecommendationsJobStepsCommandInput} * @returns {@link ListInferenceRecommendationsJobStepsCommandOutput} * @see {@link ListInferenceRecommendationsJobStepsCommandInput} for command's `input` shape. * @see {@link ListInferenceRecommendationsJobStepsCommandOutput} for command's `response` shape. * @see {@link SageMakerClientResolvedConfig | config} for SageMakerClient's `config` shape. * * @throws {@link ResourceNotFound} (client fault) *

Resource being access is not found.

* * @throws {@link SageMakerServiceException} *

Base exception class for all service exceptions from SageMaker service.

* * * @public */ export declare class ListInferenceRecommendationsJobStepsCommand extends ListInferenceRecommendationsJobStepsCommand_base { /** @internal type navigation helper, not in runtime. */ protected static __types: { api: { input: ListInferenceRecommendationsJobStepsRequest; output: ListInferenceRecommendationsJobStepsResponse; }; sdk: { input: ListInferenceRecommendationsJobStepsCommandInput; output: ListInferenceRecommendationsJobStepsCommandOutput; }; }; }