import type { MetadataBearer as __MetadataBearer } from "@smithy/types"; import type { CreateClusterRequest, CreateClusterResponse } from "../models/models_1"; /** * @public */ export type { __MetadataBearer }; /** * @public * * The input for {@link CreateClusterCommand}. */ export interface CreateClusterCommandInput extends CreateClusterRequest { } /** * @public * * The output of {@link CreateClusterCommand}. */ export interface CreateClusterCommandOutput extends CreateClusterResponse, __MetadataBearer { } declare const CreateClusterCommand_base: { new (input: CreateClusterCommandInput): import("@smithy/core/client").CommandImpl; new (input: CreateClusterCommandInput): import("@smithy/core/client").CommandImpl; getEndpointParameterInstructions(): import("@smithy/types").EndpointParameterInstructions; }; /** *

Creates an Amazon SageMaker HyperPod cluster. SageMaker HyperPod is a capability of SageMaker for creating and managing persistent clusters for developing large machine learning models, such as large language models (LLMs) and diffusion models. To learn more, see Amazon SageMaker HyperPod in the Amazon SageMaker Developer Guide.

* @example * Use a bare-bones client and the command you need to make an API call. * ```javascript * import { SageMakerClient, CreateClusterCommand } from "@aws-sdk/client-sagemaker"; // ES Modules import * // const { SageMakerClient, CreateClusterCommand } = require("@aws-sdk/client-sagemaker"); // CommonJS import * // import type { SageMakerClientConfig } from "@aws-sdk/client-sagemaker"; * const config = {}; // type is SageMakerClientConfig * const client = new SageMakerClient(config); * const input = { // CreateClusterRequest * ClusterName: "STRING_VALUE", // required * InstanceGroups: [ // ClusterInstanceGroupSpecifications * { // ClusterInstanceGroupSpecification * InstanceCount: Number("int"), // required * MinInstanceCount: Number("int"), * InstanceGroupName: "STRING_VALUE", // required * InstanceType: "ml.p4d.24xlarge" || "ml.p4de.24xlarge" || "ml.p5.48xlarge" || "ml.p5.4xlarge" || "ml.p6e-gb200.36xlarge" || "ml.trn1.32xlarge" || "ml.trn1n.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.c5.large" || "ml.c5.xlarge" || "ml.c5.2xlarge" || "ml.c5.4xlarge" || "ml.c5.9xlarge" || "ml.c5.12xlarge" || "ml.c5.18xlarge" || "ml.c5.24xlarge" || "ml.c5n.large" || "ml.c5n.2xlarge" || "ml.c5n.4xlarge" || "ml.c5n.9xlarge" || "ml.c5n.18xlarge" || "ml.m5.large" || "ml.m5.xlarge" || "ml.m5.2xlarge" || "ml.m5.4xlarge" || "ml.m5.8xlarge" || "ml.m5.12xlarge" || "ml.m5.16xlarge" || "ml.m5.24xlarge" || "ml.t3.medium" || "ml.t3.large" || "ml.t3.xlarge" || "ml.t3.2xlarge" || "ml.g6.xlarge" || "ml.g6.2xlarge" || "ml.g6.4xlarge" || "ml.g6.8xlarge" || "ml.g6.16xlarge" || "ml.g6.12xlarge" || "ml.g6.24xlarge" || "ml.g6.48xlarge" || "ml.gr6.4xlarge" || "ml.gr6.8xlarge" || "ml.g6e.xlarge" || "ml.g6e.2xlarge" || "ml.g6e.4xlarge" || "ml.g6e.8xlarge" || "ml.g6e.16xlarge" || "ml.g6e.12xlarge" || "ml.g6e.24xlarge" || "ml.g6e.48xlarge" || "ml.p5e.48xlarge" || "ml.p5en.48xlarge" || "ml.p6-b200.48xlarge" || "ml.trn2.3xlarge" || "ml.trn2.48xlarge" || "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.i3en.large" || "ml.i3en.xlarge" || "ml.i3en.2xlarge" || "ml.i3en.3xlarge" || "ml.i3en.6xlarge" || "ml.i3en.12xlarge" || "ml.i3en.24xlarge" || "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.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.r5d.16xlarge" || "ml.g7e.2xlarge" || "ml.g7e.4xlarge" || "ml.g7e.8xlarge" || "ml.g7e.12xlarge" || "ml.g7e.24xlarge" || "ml.g7e.48xlarge" || "ml.p6-b300.48xlarge" || "ml.g4dn.xlarge" || "ml.g4dn.2xlarge" || "ml.g4dn.4xlarge" || "ml.g4dn.8xlarge" || "ml.g4dn.12xlarge" || "ml.g4dn.16xlarge" || "ml.c6g.medium" || "ml.c6g.large" || "ml.c6g.xlarge" || "ml.c6g.2xlarge" || "ml.c6g.4xlarge" || "ml.c6g.8xlarge" || "ml.c6g.12xlarge" || "ml.c6g.16xlarge" || "ml.c7g.medium" || "ml.c7g.large" || "ml.c7g.xlarge" || "ml.c7g.2xlarge" || "ml.c7g.4xlarge" || "ml.c7g.8xlarge" || "ml.c7g.12xlarge" || "ml.c7g.16xlarge" || "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.c6a.large" || "ml.c6a.xlarge" || "ml.c6a.2xlarge" || "ml.c6a.4xlarge" || "ml.c6a.8xlarge" || "ml.c6a.12xlarge" || "ml.c6a.16xlarge" || "ml.c6a.24xlarge" || "ml.c6a.32xlarge" || "ml.c6a.48xlarge" || "ml.m6a.large" || "ml.m6a.xlarge" || "ml.m6a.2xlarge" || "ml.m6a.4xlarge" || "ml.m6a.8xlarge" || "ml.m6a.12xlarge" || "ml.m6a.16xlarge" || "ml.m6a.24xlarge" || "ml.m6a.32xlarge" || "ml.m6a.48xlarge" || "ml.m6g.medium" || "ml.m6g.large" || "ml.m6g.xlarge" || "ml.m6g.2xlarge" || "ml.m6g.4xlarge" || "ml.m6g.8xlarge" || "ml.m6g.12xlarge" || "ml.m6g.16xlarge" || "ml.m7g.medium" || "ml.m7g.large" || "ml.m7g.xlarge" || "ml.m7g.2xlarge" || "ml.m7g.4xlarge" || "ml.m7g.8xlarge" || "ml.m7g.12xlarge" || "ml.m7g.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.g7.2xlarge" || "ml.g7.4xlarge" || "ml.g7.8xlarge" || "ml.g7.12xlarge" || "ml.g7.24xlarge" || "ml.g7.48xlarge", * InstanceRequirements: { // ClusterInstanceRequirements * InstanceTypes: [ // ClusterInstanceTypes // required * "ml.p4d.24xlarge" || "ml.p4de.24xlarge" || "ml.p5.48xlarge" || "ml.p5.4xlarge" || "ml.p6e-gb200.36xlarge" || "ml.trn1.32xlarge" || "ml.trn1n.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.c5.large" || "ml.c5.xlarge" || "ml.c5.2xlarge" || "ml.c5.4xlarge" || "ml.c5.9xlarge" || "ml.c5.12xlarge" || "ml.c5.18xlarge" || "ml.c5.24xlarge" || "ml.c5n.large" || "ml.c5n.2xlarge" || "ml.c5n.4xlarge" || "ml.c5n.9xlarge" || "ml.c5n.18xlarge" || "ml.m5.large" || "ml.m5.xlarge" || "ml.m5.2xlarge" || "ml.m5.4xlarge" || "ml.m5.8xlarge" || "ml.m5.12xlarge" || "ml.m5.16xlarge" || "ml.m5.24xlarge" || "ml.t3.medium" || "ml.t3.large" || "ml.t3.xlarge" || "ml.t3.2xlarge" || "ml.g6.xlarge" || "ml.g6.2xlarge" || "ml.g6.4xlarge" || "ml.g6.8xlarge" || "ml.g6.16xlarge" || "ml.g6.12xlarge" || "ml.g6.24xlarge" || "ml.g6.48xlarge" || "ml.gr6.4xlarge" || "ml.gr6.8xlarge" || "ml.g6e.xlarge" || "ml.g6e.2xlarge" || "ml.g6e.4xlarge" || "ml.g6e.8xlarge" || "ml.g6e.16xlarge" || "ml.g6e.12xlarge" || "ml.g6e.24xlarge" || "ml.g6e.48xlarge" || "ml.p5e.48xlarge" || "ml.p5en.48xlarge" || "ml.p6-b200.48xlarge" || "ml.trn2.3xlarge" || "ml.trn2.48xlarge" || "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.i3en.large" || "ml.i3en.xlarge" || "ml.i3en.2xlarge" || "ml.i3en.3xlarge" || "ml.i3en.6xlarge" || "ml.i3en.12xlarge" || "ml.i3en.24xlarge" || "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.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.r5d.16xlarge" || "ml.g7e.2xlarge" || "ml.g7e.4xlarge" || "ml.g7e.8xlarge" || "ml.g7e.12xlarge" || "ml.g7e.24xlarge" || "ml.g7e.48xlarge" || "ml.p6-b300.48xlarge" || "ml.g4dn.xlarge" || "ml.g4dn.2xlarge" || "ml.g4dn.4xlarge" || "ml.g4dn.8xlarge" || "ml.g4dn.12xlarge" || "ml.g4dn.16xlarge" || "ml.c6g.medium" || "ml.c6g.large" || "ml.c6g.xlarge" || "ml.c6g.2xlarge" || "ml.c6g.4xlarge" || "ml.c6g.8xlarge" || "ml.c6g.12xlarge" || "ml.c6g.16xlarge" || "ml.c7g.medium" || "ml.c7g.large" || "ml.c7g.xlarge" || "ml.c7g.2xlarge" || "ml.c7g.4xlarge" || "ml.c7g.8xlarge" || "ml.c7g.12xlarge" || "ml.c7g.16xlarge" || "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.c6a.large" || "ml.c6a.xlarge" || "ml.c6a.2xlarge" || "ml.c6a.4xlarge" || "ml.c6a.8xlarge" || "ml.c6a.12xlarge" || "ml.c6a.16xlarge" || "ml.c6a.24xlarge" || "ml.c6a.32xlarge" || "ml.c6a.48xlarge" || "ml.m6a.large" || "ml.m6a.xlarge" || "ml.m6a.2xlarge" || "ml.m6a.4xlarge" || "ml.m6a.8xlarge" || "ml.m6a.12xlarge" || "ml.m6a.16xlarge" || "ml.m6a.24xlarge" || "ml.m6a.32xlarge" || "ml.m6a.48xlarge" || "ml.m6g.medium" || "ml.m6g.large" || "ml.m6g.xlarge" || "ml.m6g.2xlarge" || "ml.m6g.4xlarge" || "ml.m6g.8xlarge" || "ml.m6g.12xlarge" || "ml.m6g.16xlarge" || "ml.m7g.medium" || "ml.m7g.large" || "ml.m7g.xlarge" || "ml.m7g.2xlarge" || "ml.m7g.4xlarge" || "ml.m7g.8xlarge" || "ml.m7g.12xlarge" || "ml.m7g.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.g7.2xlarge" || "ml.g7.4xlarge" || "ml.g7.8xlarge" || "ml.g7.12xlarge" || "ml.g7.24xlarge" || "ml.g7.48xlarge", * ], * }, * LifeCycleConfig: { // ClusterLifeCycleConfig * SourceS3Uri: "STRING_VALUE", * OnCreate: "STRING_VALUE", * OnInitComplete: "STRING_VALUE", * }, * ExecutionRole: "STRING_VALUE", // required * ThreadsPerCore: Number("int"), * InstanceStorageConfigs: [ // ClusterInstanceStorageConfigs * { // ClusterInstanceStorageConfig Union: only one key present * EbsVolumeConfig: { // ClusterEbsVolumeConfig * VolumeSizeInGB: Number("int"), * VolumeKmsKeyId: "STRING_VALUE", * RootVolume: true || false, * }, * FsxLustreConfig: { // ClusterFsxLustreConfig * DnsName: "STRING_VALUE", // required * MountName: "STRING_VALUE", // required * MountPath: "STRING_VALUE", * }, * FsxOpenZfsConfig: { // ClusterFsxOpenZfsConfig * DnsName: "STRING_VALUE", // required * MountPath: "STRING_VALUE", * }, * }, * ], * OnStartDeepHealthChecks: [ // OnStartDeepHealthChecks * "InstanceStress" || "InstanceConnectivity", * ], * TrainingPlanArn: "STRING_VALUE", * OverrideVpcConfig: { // VpcConfig * SecurityGroupIds: [ // VpcSecurityGroupIds // required * "STRING_VALUE", * ], * Subnets: [ // Subnets // required * "STRING_VALUE", * ], * }, * ScheduledUpdateConfig: { // ScheduledUpdateConfig * ScheduleExpression: "STRING_VALUE", // required * DeploymentConfig: { // DeploymentConfiguration * RollingUpdatePolicy: { // RollingDeploymentPolicy * MaximumBatchSize: { // CapacitySizeConfig * Type: "INSTANCE_COUNT" || "CAPACITY_PERCENTAGE", // required * Value: Number("int"), // required * }, * RollbackMaximumBatchSize: { * Type: "INSTANCE_COUNT" || "CAPACITY_PERCENTAGE", // required * Value: Number("int"), // required * }, * }, * WaitIntervalInSeconds: Number("int"), * AutoRollbackConfiguration: [ // AutoRollbackAlarms * { // AlarmDetails * AlarmName: "STRING_VALUE", // required * }, * ], * }, * }, * ImageId: "STRING_VALUE", * AutoPatchConfig: { // ClusterAutoPatchConfig * PatchingStrategy: "WhenIdle" || "WhenAllIdle", // required * PatchSchedule: { // ClusterPatchSchedule * NextPatchDate: new Date("TIMESTAMP"), * }, * DeploymentConfig: { * RollingUpdatePolicy: { * MaximumBatchSize: { * Type: "INSTANCE_COUNT" || "CAPACITY_PERCENTAGE", // required * Value: Number("int"), // required * }, * RollbackMaximumBatchSize: { * Type: "INSTANCE_COUNT" || "CAPACITY_PERCENTAGE", // required * Value: Number("int"), // required * }, * }, * WaitIntervalInSeconds: Number("int"), * AutoRollbackConfiguration: [ * { * AlarmName: "STRING_VALUE", // required * }, * ], * }, * }, * ImageReleaseVersion: "STRING_VALUE", * KubernetesConfig: { // ClusterKubernetesConfig * Labels: { // ClusterKubernetesLabels * "": "STRING_VALUE", * }, * Taints: [ // ClusterKubernetesTaints * { // ClusterKubernetesTaint * Key: "STRING_VALUE", // required * Value: "STRING_VALUE", * Effect: "NoSchedule" || "PreferNoSchedule" || "NoExecute", // required * }, * ], * }, * SlurmConfig: { // ClusterSlurmConfig * NodeType: "Controller" || "Login" || "Compute", // required * PartitionNames: [ // ClusterPartitionNames * "STRING_VALUE", * ], * }, * CapacityRequirements: { // ClusterCapacityRequirements * Spot: {}, * OnDemand: {}, * }, * NetworkInterface: { // ClusterNetworkInterface * InterfaceType: "efa" || "efa-only", * }, * }, * ], * RestrictedInstanceGroups: [ // ClusterRestrictedInstanceGroupSpecifications * { // ClusterRestrictedInstanceGroupSpecification * InstanceCount: Number("int"), // required * InstanceGroupName: "STRING_VALUE", // required * InstanceType: "ml.p4d.24xlarge" || "ml.p4de.24xlarge" || "ml.p5.48xlarge" || "ml.p5.4xlarge" || "ml.p6e-gb200.36xlarge" || "ml.trn1.32xlarge" || "ml.trn1n.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.c5.large" || "ml.c5.xlarge" || "ml.c5.2xlarge" || "ml.c5.4xlarge" || "ml.c5.9xlarge" || "ml.c5.12xlarge" || "ml.c5.18xlarge" || "ml.c5.24xlarge" || "ml.c5n.large" || "ml.c5n.2xlarge" || "ml.c5n.4xlarge" || "ml.c5n.9xlarge" || "ml.c5n.18xlarge" || "ml.m5.large" || "ml.m5.xlarge" || "ml.m5.2xlarge" || "ml.m5.4xlarge" || "ml.m5.8xlarge" || "ml.m5.12xlarge" || "ml.m5.16xlarge" || "ml.m5.24xlarge" || "ml.t3.medium" || "ml.t3.large" || "ml.t3.xlarge" || "ml.t3.2xlarge" || "ml.g6.xlarge" || "ml.g6.2xlarge" || "ml.g6.4xlarge" || "ml.g6.8xlarge" || "ml.g6.16xlarge" || "ml.g6.12xlarge" || "ml.g6.24xlarge" || "ml.g6.48xlarge" || "ml.gr6.4xlarge" || "ml.gr6.8xlarge" || "ml.g6e.xlarge" || "ml.g6e.2xlarge" || "ml.g6e.4xlarge" || "ml.g6e.8xlarge" || "ml.g6e.16xlarge" || "ml.g6e.12xlarge" || "ml.g6e.24xlarge" || "ml.g6e.48xlarge" || "ml.p5e.48xlarge" || "ml.p5en.48xlarge" || "ml.p6-b200.48xlarge" || "ml.trn2.3xlarge" || "ml.trn2.48xlarge" || "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.i3en.large" || "ml.i3en.xlarge" || "ml.i3en.2xlarge" || "ml.i3en.3xlarge" || "ml.i3en.6xlarge" || "ml.i3en.12xlarge" || "ml.i3en.24xlarge" || "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.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.r5d.16xlarge" || "ml.g7e.2xlarge" || "ml.g7e.4xlarge" || "ml.g7e.8xlarge" || "ml.g7e.12xlarge" || "ml.g7e.24xlarge" || "ml.g7e.48xlarge" || "ml.p6-b300.48xlarge" || "ml.g4dn.xlarge" || "ml.g4dn.2xlarge" || "ml.g4dn.4xlarge" || "ml.g4dn.8xlarge" || "ml.g4dn.12xlarge" || "ml.g4dn.16xlarge" || "ml.c6g.medium" || "ml.c6g.large" || "ml.c6g.xlarge" || "ml.c6g.2xlarge" || "ml.c6g.4xlarge" || "ml.c6g.8xlarge" || "ml.c6g.12xlarge" || "ml.c6g.16xlarge" || "ml.c7g.medium" || "ml.c7g.large" || "ml.c7g.xlarge" || "ml.c7g.2xlarge" || "ml.c7g.4xlarge" || "ml.c7g.8xlarge" || "ml.c7g.12xlarge" || "ml.c7g.16xlarge" || "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.c6a.large" || "ml.c6a.xlarge" || "ml.c6a.2xlarge" || "ml.c6a.4xlarge" || "ml.c6a.8xlarge" || "ml.c6a.12xlarge" || "ml.c6a.16xlarge" || "ml.c6a.24xlarge" || "ml.c6a.32xlarge" || "ml.c6a.48xlarge" || "ml.m6a.large" || "ml.m6a.xlarge" || "ml.m6a.2xlarge" || "ml.m6a.4xlarge" || "ml.m6a.8xlarge" || "ml.m6a.12xlarge" || "ml.m6a.16xlarge" || "ml.m6a.24xlarge" || "ml.m6a.32xlarge" || "ml.m6a.48xlarge" || "ml.m6g.medium" || "ml.m6g.large" || "ml.m6g.xlarge" || "ml.m6g.2xlarge" || "ml.m6g.4xlarge" || "ml.m6g.8xlarge" || "ml.m6g.12xlarge" || "ml.m6g.16xlarge" || "ml.m7g.medium" || "ml.m7g.large" || "ml.m7g.xlarge" || "ml.m7g.2xlarge" || "ml.m7g.4xlarge" || "ml.m7g.8xlarge" || "ml.m7g.12xlarge" || "ml.m7g.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.g7.2xlarge" || "ml.g7.4xlarge" || "ml.g7.8xlarge" || "ml.g7.12xlarge" || "ml.g7.24xlarge" || "ml.g7.48xlarge", // required * ExecutionRole: "STRING_VALUE", // required * ThreadsPerCore: Number("int"), * InstanceStorageConfigs: [ * {// Union: only one key present * EbsVolumeConfig: { * VolumeSizeInGB: Number("int"), * VolumeKmsKeyId: "STRING_VALUE", * RootVolume: true || false, * }, * FsxLustreConfig: { * DnsName: "STRING_VALUE", // required * MountName: "STRING_VALUE", // required * MountPath: "STRING_VALUE", * }, * FsxOpenZfsConfig: { * DnsName: "STRING_VALUE", // required * MountPath: "STRING_VALUE", * }, * }, * ], * OnStartDeepHealthChecks: [ * "InstanceStress" || "InstanceConnectivity", * ], * TrainingPlanArn: "STRING_VALUE", * OverrideVpcConfig: { * SecurityGroupIds: [ // required * "STRING_VALUE", * ], * Subnets: [ // required * "STRING_VALUE", * ], * }, * ScheduledUpdateConfig: { * ScheduleExpression: "STRING_VALUE", // required * DeploymentConfig: { * RollingUpdatePolicy: { * MaximumBatchSize: { * Type: "INSTANCE_COUNT" || "CAPACITY_PERCENTAGE", // required * Value: Number("int"), // required * }, * RollbackMaximumBatchSize: "", * }, * WaitIntervalInSeconds: Number("int"), * AutoRollbackConfiguration: [ * { * AlarmName: "STRING_VALUE", // required * }, * ], * }, * }, * EnvironmentConfig: { // EnvironmentConfig * FSxLustreConfig: { // FSxLustreConfig * SizeInGiB: Number("int"), // required * PerUnitStorageThroughput: Number("int"), // required * }, * }, * }, * ], * RestrictedInstanceGroupsConfig: { // ClusterRestrictedInstanceGroupsConfig * SharedEnvironmentConfig: { // ClusterSharedEnvironmentConfig * FSxLustreDeletionPolicy: "DeleteIfNotUsed" || "Keep", // required * FSxLustreConfig: { * SizeInGiB: Number("int"), // required * PerUnitStorageThroughput: Number("int"), // required * }, * }, * }, * VpcConfig: { * SecurityGroupIds: [ // required * "STRING_VALUE", * ], * Subnets: [ // required * "STRING_VALUE", * ], * }, * Tags: [ // TagList * { // Tag * Key: "STRING_VALUE", // required * Value: "STRING_VALUE", // required * }, * ], * Orchestrator: { // ClusterOrchestrator * Eks: { // ClusterOrchestratorEksConfig * ClusterArn: "STRING_VALUE", // required * }, * Slurm: { // ClusterOrchestratorSlurmConfig * SlurmConfigStrategy: "Overwrite" || "Managed" || "Merge", * }, * }, * NodeRecovery: "Automatic" || "None", * TieredStorageConfig: { // ClusterTieredStorageConfig * Mode: "Enable" || "Disable", // required * InstanceMemoryAllocationPercentage: Number("int"), * }, * NodeProvisioningMode: "Continuous", * ClusterRole: "STRING_VALUE", * AutoScaling: { // ClusterAutoScalingConfig * Mode: "Enable" || "Disable", // required * AutoScalerType: "Karpenter", * }, * }; * const command = new CreateClusterCommand(input); * const response = await client.send(command); * // { // CreateClusterResponse * // ClusterArn: "STRING_VALUE", // required * // }; * * ``` * * @param CreateClusterCommandInput - {@link CreateClusterCommandInput} * @returns {@link CreateClusterCommandOutput} * @see {@link CreateClusterCommandInput} for command's `input` shape. * @see {@link CreateClusterCommandOutput} for command's `response` shape. * @see {@link SageMakerClientResolvedConfig | config} for SageMakerClient's `config` shape. * * @throws {@link ResourceInUse} (client fault) *

Resource being accessed is in use.

* * @throws {@link ResourceLimitExceeded} (client fault) *

You have exceeded an SageMaker resource limit. For example, you might have too many training jobs created.

* * @throws {@link SageMakerServiceException} *

Base exception class for all service exceptions from SageMaker service.

* * * @public */ export declare class CreateClusterCommand extends CreateClusterCommand_base { /** @internal type navigation helper, not in runtime. */ protected static __types: { api: { input: CreateClusterRequest; output: CreateClusterResponse; }; sdk: { input: CreateClusterCommandInput; output: CreateClusterCommandOutput; }; }; }