import {
  ActionStatus,
  ActivationState,
  AIBenchmarkJobStatus,
  AIRecommendationJobStatus,
  AlgorithmStatus,
  AppNetworkAccessType,
  AppSecurityGroupManagement,
  AppStatus,
  AppType,
  AuthMode,
  AutoMLJobSecondaryStatus,
  AutoMLJobStatus,
  AutoMLProblemTypeConfigName,
  BatchStrategy,
  CapacityReservationPreference,
  CaptureStatus,
  ClusterNodeProvisioningMode,
  ClusterNodeRecovery,
  ClusterStatus,
  CompilationJobStatus,
  CustomizationTechnique,
  DataDistributionType,
  DeepHealthCheckType,
  DomainStatus,
  EdgePackagingJobStatus,
  EdgePresetDeploymentStatus,
  EdgePresetDeploymentType,
  EnabledOrDisabled,
  EndpointStatus,
  EvaluationType,
  FeatureGroupStatus,
  FeatureStatus,
  FeatureType,
  FlowDefinitionStatus,
  HomeEfsFileSystemCreation,
  HubContentStatus,
  HubContentSupportStatus,
  HubContentType,
  HubStatus,
  HumanTaskUiStatus,
  HyperParameterTuningJobObjectiveType,
  HyperParameterTuningJobStatus,
  ImageStatus,
  InputMode,
  JobCategory,
  JoinSource,
  LastUpdateStatusValue,
  ModelSpeculativeDecodingS3DataType,
  ModelSpeculativeDecodingTechnique,
  ObjectiveStatus,
  OfflineStoreStatusValue,
  OptimizationJobDeploymentInstanceType,
  PartnerAppAuthType,
  PartnerAppType,
  Peft,
  ProblemType,
  ProcessingInstanceType,
  ProcessingS3CompressionType,
  ProcessingS3DataDistributionType,
  ProcessingS3DataType,
  ProcessingS3InputMode,
  ProcessingS3UploadMode,
  ProductionVariantAcceleratorType,
  ProductionVariantInstanceType,
  RecommendationStatus,
  RedshiftResultCompressionType,
  RedshiftResultFormat,
  RetentionType,
  RuleEvaluationStatus,
  SchedulerConfigComponent,
  SchedulerResourceStatus,
  ServerlessJobType,
  SharingType,
  StageStatus,
  Statistic,
  StudioLifecycleConfigAppType,
  TagPropagation,
  ThroughputMode,
  TrainingJobStatus,
  TrialComponentPrimaryStatus,
  VariantStatus,
  WorkforceIpAddressType,
} from "./enums";
import {
  ActionSource,
  AIBenchmarkNetworkConfig,
  AIBenchmarkOutputResult,
  AIBenchmarkTarget,
  AIDatasetConfig,
  AIModelSource,
  AIRecommendation,
  AIRecommendationComputeSpec,
  AIRecommendationInferenceSpecification,
  AIRecommendationOutputResult,
  AIRecommendationPerformanceTarget,
  AIWorkloadConfigs,
  AlgorithmSpecification,
  AlgorithmStatusDetails,
  AlgorithmValidationSpecification,
  AppSpecification,
  ArtifactSource,
  AsyncInferenceConfig,
  AthenaDatasetDefinition,
  AutoMLCandidate,
  AutoMLChannel,
  AutoMLComputeConfig,
  AutoMLDataSplitConfig,
  AutoMLJobArtifacts,
  AutoMLJobChannel,
  AutoMLJobCompletionCriteria,
  AutoMLJobConfig,
  AutoMLJobObjective,
  AutoMLOutputDataConfig,
  AutoMLPartialFailureReason,
  AutoMLProblemTypeConfig,
  AutoMLResolvedAttributes,
  AutoMLSecurityConfig,
  Autotune,
  BatchDataCaptureConfig,
  CfnCreateTemplateProvider,
  Channel,
  CheckpointConfig,
  ClusterAutoScalingConfigOutput,
  ClusterEventDetail,
  ClusterInstanceGroupDetails,
  ClusterNodeDetails,
  ClusterOrchestrator,
  ClusterRestrictedInstanceGroupDetails,
  ClusterRestrictedInstanceGroupsConfigOutput,
  ClusterTieredStorageConfig,
  CodeEditorAppImageConfig,
  CodeRepository,
  CognitoConfig,
  CognitoMemberDefinition,
  CollectionConfiguration,
  ComputeQuotaConfig,
  GitConfig,
  InferenceSpecification,
  JupyterLabAppImageConfig,
  KernelGatewayImageConfig,
  OutputDataConfig,
  ResourceConfig,
  ResourceSpec,
  StoppingCondition,
  Tag,
  TransformInput,
  TransformOutput,
  TransformResources,
  UserContext,
  VpcConfig,
} from "./models_0";
import {
  ComputeQuotaTarget,
  ContextSource,
  DataCaptureConfig,
  DataQualityAppSpecification,
  DataQualityBaselineConfig,
  DataQualityJobInput,
  DefaultSpaceSettings,
  DeploymentConfig,
  DeviceSelectionConfig,
  DomainSettings,
  EdgeDeploymentConfig,
  EdgeDeploymentModelConfig,
  EdgeOutputConfig,
  ExplainerConfig,
  FeatureDefinition,
  FlowDefinitionOutputConfig,
  HubS3StorageConfig,
  HumanLoopActivationConfig,
  HumanLoopConfig,
  HumanLoopRequestSource,
  HyperParameterTrainingJobDefinition,
  HyperParameterTuningJobConfig,
  HyperParameterTuningJobWarmStartConfig,
  InputConfig,
  JupyterServerAppSettings,
  KernelGatewayAppSettings,
  MetadataProperties,
  MetricsConfig,
  ModelDeployConfig,
  MonitoringNetworkConfig,
  MonitoringOutputConfig,
  MonitoringResources,
  MonitoringStoppingCondition,
  NeoVpcConfig,
  NetworkConfig,
  OfflineStoreConfig,
  OnlineStoreConfig,
  OptimizationJobModelSource,
  OptimizationSageMakerModel,
  OutputConfig,
  ProductionVariant,
  ProductionVariantManagedInstanceScaling,
  ProductionVariantRoutingConfig,
  ProductionVariantServerlessConfig,
  RetryStrategy,
  SchedulerConfig,
  TrainingSpecification,
  UserSettings,
} from "./models_1";
export interface ModelCompilationConfig {
  Image?: string | undefined;
  OverrideEnvironment?: Record<string, string> | undefined;
}
export interface ModelQuantizationConfig {
  Image?: string | undefined;
  OverrideEnvironment?: Record<string, string> | undefined;
}
export interface ModelShardingConfig {
  Image?: string | undefined;
  OverrideEnvironment?: Record<string, string> | undefined;
}
export interface ModelSpeculativeDecodingTrainingDataSource {
  S3Uri: string | undefined;
  S3DataType: ModelSpeculativeDecodingS3DataType | undefined;
}
export interface ModelSpeculativeDecodingConfig {
  Technique: ModelSpeculativeDecodingTechnique | undefined;
  TrainingDataSource?: ModelSpeculativeDecodingTrainingDataSource | undefined;
}
export type OptimizationConfig =
  | OptimizationConfig.ModelCompilationConfigMember
  | OptimizationConfig.ModelQuantizationConfigMember
  | OptimizationConfig.ModelShardingConfigMember
  | OptimizationConfig.ModelSpeculativeDecodingConfigMember
  | OptimizationConfig.$UnknownMember;
export declare namespace OptimizationConfig {
  interface ModelQuantizationConfigMember {
    ModelQuantizationConfig: ModelQuantizationConfig;
    ModelCompilationConfig?: never;
    ModelShardingConfig?: never;
    ModelSpeculativeDecodingConfig?: never;
    $unknown?: never;
  }
  interface ModelCompilationConfigMember {
    ModelQuantizationConfig?: never;
    ModelCompilationConfig: ModelCompilationConfig;
    ModelShardingConfig?: never;
    ModelSpeculativeDecodingConfig?: never;
    $unknown?: never;
  }
  interface ModelShardingConfigMember {
    ModelQuantizationConfig?: never;
    ModelCompilationConfig?: never;
    ModelShardingConfig: ModelShardingConfig;
    ModelSpeculativeDecodingConfig?: never;
    $unknown?: never;
  }
  interface ModelSpeculativeDecodingConfigMember {
    ModelQuantizationConfig?: never;
    ModelCompilationConfig?: never;
    ModelShardingConfig?: never;
    ModelSpeculativeDecodingConfig: ModelSpeculativeDecodingConfig;
    $unknown?: never;
  }
  interface $UnknownMember {
    ModelQuantizationConfig?: never;
    ModelCompilationConfig?: never;
    ModelShardingConfig?: never;
    ModelSpeculativeDecodingConfig?: never;
    $unknown: [string, any];
  }
  interface Visitor<T> {
    ModelQuantizationConfig: (value: ModelQuantizationConfig) => T;
    ModelCompilationConfig: (value: ModelCompilationConfig) => T;
    ModelShardingConfig: (value: ModelShardingConfig) => T;
    ModelSpeculativeDecodingConfig: (
      value: ModelSpeculativeDecodingConfig
    ) => T;
    _: (name: string, value: any) => T;
  }
}
export interface OptimizationJobOutputConfig {
  KmsKeyId?: string | undefined;
  S3OutputLocation: string | undefined;
  SageMakerModel?: OptimizationSageMakerModel | undefined;
}
export interface OptimizationVpcConfig {
  SecurityGroupIds: string[] | undefined;
  Subnets: string[] | undefined;
}
export interface CreateOptimizationJobRequest {
  OptimizationJobName: string | undefined;
  RoleArn: string | undefined;
  ModelSource: OptimizationJobModelSource | undefined;
  DeploymentInstanceType: OptimizationJobDeploymentInstanceType | undefined;
  MaxInstanceCount?: number | undefined;
  OptimizationEnvironment?: Record<string, string> | undefined;
  OptimizationConfigs: OptimizationConfig[] | undefined;
  OutputConfig: OptimizationJobOutputConfig | undefined;
  StoppingCondition: StoppingCondition | undefined;
  Tags?: Tag[] | undefined;
  VpcConfig?: OptimizationVpcConfig | undefined;
}
export interface CreateOptimizationJobResponse {
  OptimizationJobArn: string | undefined;
}
export interface RoleGroupAssignment {
  RoleName: string | undefined;
  GroupPatterns: string[] | undefined;
}
export interface PartnerAppConfig {
  AdminUsers?: string[] | undefined;
  Arguments?: Record<string, string> | undefined;
  AssignedGroupPatterns?: string[] | undefined;
  RoleGroupAssignments?: RoleGroupAssignment[] | undefined;
}
export interface PartnerAppMaintenanceConfig {
  MaintenanceWindowStart?: string | undefined;
}
export interface CreatePartnerAppRequest {
  Name: string | undefined;
  Type: PartnerAppType | undefined;
  ExecutionRoleArn: string | undefined;
  KmsKeyId?: string | undefined;
  MaintenanceConfig?: PartnerAppMaintenanceConfig | undefined;
  Tier: string | undefined;
  ApplicationConfig?: PartnerAppConfig | undefined;
  AuthType: PartnerAppAuthType | undefined;
  EnableIamSessionBasedIdentity?: boolean | undefined;
  EnableAutoMinorVersionUpgrade?: boolean | undefined;
  ClientToken?: string | undefined;
  Tags?: Tag[] | undefined;
}
export interface CreatePartnerAppResponse {
  Arn?: string | undefined;
}
export interface CreatePartnerAppPresignedUrlRequest {
  Arn: string | undefined;
  ExpiresInSeconds?: number | undefined;
  SessionExpirationDurationInSeconds?: number | undefined;
}
export interface CreatePartnerAppPresignedUrlResponse {
  Url?: string | undefined;
}
export interface ParallelismConfiguration {
  MaxParallelExecutionSteps: number | undefined;
}
export interface PipelineDefinitionS3Location {
  Bucket: string | undefined;
  ObjectKey: string | undefined;
  VersionId?: string | undefined;
}
export interface CreatePipelineRequest {
  PipelineName: string | undefined;
  PipelineDisplayName?: string | undefined;
  PipelineDefinition?: string | undefined;
  PipelineDefinitionS3Location?: PipelineDefinitionS3Location | undefined;
  PipelineDescription?: string | undefined;
  ClientRequestToken?: string | undefined;
  RoleArn: string | undefined;
  Tags?: Tag[] | undefined;
  ParallelismConfiguration?: ParallelismConfiguration | undefined;
}
export interface CreatePipelineResponse {
  PipelineArn?: string | undefined;
}
export interface CreatePresignedDomainUrlRequest {
  DomainId: string | undefined;
  UserProfileName: string | undefined;
  SessionExpirationDurationInSeconds?: number | undefined;
  ExpiresInSeconds?: number | undefined;
  SpaceName?: string | undefined;
  LandingUri?: string | undefined;
}
export interface CreatePresignedDomainUrlResponse {
  AuthorizedUrl?: string | undefined;
}
export interface CreatePresignedMlflowAppUrlRequest {
  Arn: string | undefined;
  ExpiresInSeconds?: number | undefined;
  SessionExpirationDurationInSeconds?: number | undefined;
}
export interface CreatePresignedMlflowAppUrlResponse {
  AuthorizedUrl?: string | undefined;
}
export interface CreatePresignedMlflowTrackingServerUrlRequest {
  TrackingServerName: string | undefined;
  ExpiresInSeconds?: number | undefined;
  SessionExpirationDurationInSeconds?: number | undefined;
}
export interface CreatePresignedMlflowTrackingServerUrlResponse {
  AuthorizedUrl?: string | undefined;
}
export interface CreatePresignedNotebookInstanceUrlInput {
  NotebookInstanceName: string | undefined;
  SessionExpirationDurationInSeconds?: number | undefined;
}
export interface CreatePresignedNotebookInstanceUrlOutput {
  AuthorizedUrl?: string | undefined;
}
export interface ExperimentConfig {
  ExperimentName?: string | undefined;
  TrialName?: string | undefined;
  TrialComponentDisplayName?: string | undefined;
  RunName?: string | undefined;
}
export interface RedshiftDatasetDefinition {
  ClusterId: string | undefined;
  Database: string | undefined;
  DbUser: string | undefined;
  QueryString: string | undefined;
  ClusterRoleArn: string | undefined;
  OutputS3Uri: string | undefined;
  KmsKeyId?: string | undefined;
  OutputFormat: RedshiftResultFormat | undefined;
  OutputCompression?: RedshiftResultCompressionType | undefined;
}
export interface DatasetDefinition {
  AthenaDatasetDefinition?: AthenaDatasetDefinition | undefined;
  RedshiftDatasetDefinition?: RedshiftDatasetDefinition | undefined;
  LocalPath?: string | undefined;
  DataDistributionType?: DataDistributionType | undefined;
  InputMode?: InputMode | undefined;
}
export interface ProcessingS3Input {
  S3Uri: string | undefined;
  LocalPath?: string | undefined;
  S3DataType: ProcessingS3DataType | undefined;
  S3InputMode?: ProcessingS3InputMode | undefined;
  S3DataDistributionType?: ProcessingS3DataDistributionType | undefined;
  S3CompressionType?: ProcessingS3CompressionType | undefined;
}
export interface ProcessingInput {
  InputName: string | undefined;
  AppManaged?: boolean | undefined;
  S3Input?: ProcessingS3Input | undefined;
  DatasetDefinition?: DatasetDefinition | undefined;
}
export interface ProcessingFeatureStoreOutput {
  FeatureGroupName: string | undefined;
}
export interface ProcessingS3Output {
  S3Uri: string | undefined;
  LocalPath?: string | undefined;
  S3UploadMode: ProcessingS3UploadMode | undefined;
}
export interface ProcessingOutput {
  OutputName: string | undefined;
  S3Output?: ProcessingS3Output | undefined;
  FeatureStoreOutput?: ProcessingFeatureStoreOutput | undefined;
  AppManaged?: boolean | undefined;
}
export interface ProcessingOutputConfig {
  Outputs: ProcessingOutput[] | undefined;
  KmsKeyId?: string | undefined;
}
export interface ProcessingClusterConfig {
  InstanceCount: number | undefined;
  InstanceType: ProcessingInstanceType | undefined;
  VolumeSizeInGB: number | undefined;
  VolumeKmsKeyId?: string | undefined;
}
export interface ProcessingResources {
  ClusterConfig: ProcessingClusterConfig | undefined;
}
export interface ProcessingStoppingCondition {
  MaxRuntimeInSeconds: number | undefined;
}
export interface CreateProcessingJobRequest {
  ProcessingInputs?: ProcessingInput[] | undefined;
  ProcessingOutputConfig?: ProcessingOutputConfig | undefined;
  ProcessingJobName: string | undefined;
  ProcessingResources: ProcessingResources | undefined;
  StoppingCondition?: ProcessingStoppingCondition | undefined;
  AppSpecification: AppSpecification | undefined;
  Environment?: Record<string, string> | undefined;
  NetworkConfig?: NetworkConfig | undefined;
  RoleArn: string | undefined;
  Tags?: Tag[] | undefined;
  ExperimentConfig?: ExperimentConfig | undefined;
}
export interface CreateProcessingJobResponse {
  ProcessingJobArn: string | undefined;
}
export interface ProvisioningParameter {
  Key?: string | undefined;
  Value?: string | undefined;
}
export interface ServiceCatalogProvisioningDetails {
  ProductId: string | undefined;
  ProvisioningArtifactId?: string | undefined;
  PathId?: string | undefined;
  ProvisioningParameters?: ProvisioningParameter[] | undefined;
}
export interface CreateTemplateProvider {
  CfnTemplateProvider?: CfnCreateTemplateProvider | undefined;
}
export interface CreateProjectInput {
  ProjectName: string | undefined;
  ProjectDescription?: string | undefined;
  ServiceCatalogProvisioningDetails?:
    | ServiceCatalogProvisioningDetails
    | undefined;
  Tags?: Tag[] | undefined;
  TemplateProviders?: CreateTemplateProvider[] | undefined;
}
export interface CreateProjectOutput {
  ProjectArn: string | undefined;
  ProjectId: string | undefined;
}
export interface OwnershipSettings {
  OwnerUserProfileName: string | undefined;
}
export interface SpaceIdleSettings {
  IdleTimeoutInMinutes?: number | undefined;
}
export interface SpaceAppLifecycleManagement {
  IdleSettings?: SpaceIdleSettings | undefined;
}
export interface SpaceCodeEditorAppSettings {
  DefaultResourceSpec?: ResourceSpec | undefined;
  AppLifecycleManagement?: SpaceAppLifecycleManagement | undefined;
}
export interface EFSFileSystem {
  FileSystemId: string | undefined;
}
export interface FSxLustreFileSystem {
  FileSystemId: string | undefined;
}
export interface S3FileSystem {
  S3Uri: string | undefined;
}
export type CustomFileSystem =
  | CustomFileSystem.EFSFileSystemMember
  | CustomFileSystem.FSxLustreFileSystemMember
  | CustomFileSystem.S3FileSystemMember
  | CustomFileSystem.$UnknownMember;
export declare namespace CustomFileSystem {
  interface EFSFileSystemMember {
    EFSFileSystem: EFSFileSystem;
    FSxLustreFileSystem?: never;
    S3FileSystem?: never;
    $unknown?: never;
  }
  interface FSxLustreFileSystemMember {
    EFSFileSystem?: never;
    FSxLustreFileSystem: FSxLustreFileSystem;
    S3FileSystem?: never;
    $unknown?: never;
  }
  interface S3FileSystemMember {
    EFSFileSystem?: never;
    FSxLustreFileSystem?: never;
    S3FileSystem: S3FileSystem;
    $unknown?: never;
  }
  interface $UnknownMember {
    EFSFileSystem?: never;
    FSxLustreFileSystem?: never;
    S3FileSystem?: never;
    $unknown: [string, any];
  }
  interface Visitor<T> {
    EFSFileSystem: (value: EFSFileSystem) => T;
    FSxLustreFileSystem: (value: FSxLustreFileSystem) => T;
    S3FileSystem: (value: S3FileSystem) => T;
    _: (name: string, value: any) => T;
  }
}
export interface SpaceJupyterLabAppSettings {
  DefaultResourceSpec?: ResourceSpec | undefined;
  CodeRepositories?: CodeRepository[] | undefined;
  AppLifecycleManagement?: SpaceAppLifecycleManagement | undefined;
}
export interface EbsStorageSettings {
  EbsVolumeSizeInGb: number | undefined;
}
export interface SpaceStorageSettings {
  EbsStorageSettings?: EbsStorageSettings | undefined;
}
export interface SpaceSettings {
  JupyterServerAppSettings?: JupyterServerAppSettings | undefined;
  KernelGatewayAppSettings?: KernelGatewayAppSettings | undefined;
  CodeEditorAppSettings?: SpaceCodeEditorAppSettings | undefined;
  JupyterLabAppSettings?: SpaceJupyterLabAppSettings | undefined;
  AppType?: AppType | undefined;
  SpaceStorageSettings?: SpaceStorageSettings | undefined;
  SpaceManagedResources?: FeatureStatus | undefined;
  CustomFileSystems?: CustomFileSystem[] | undefined;
  RemoteAccess?: FeatureStatus | undefined;
}
export interface SpaceSharingSettings {
  SharingType: SharingType | undefined;
}
export interface CreateSpaceRequest {
  DomainId: string | undefined;
  SpaceName: string | undefined;
  Tags?: Tag[] | undefined;
  SpaceSettings?: SpaceSettings | undefined;
  OwnershipSettings?: OwnershipSettings | undefined;
  SpaceSharingSettings?: SpaceSharingSettings | undefined;
  SpaceDisplayName?: string | undefined;
}
export interface CreateSpaceResponse {
  SpaceArn?: string | undefined;
}
export interface CreateStudioLifecycleConfigRequest {
  StudioLifecycleConfigName: string | undefined;
  StudioLifecycleConfigContent: string | undefined;
  StudioLifecycleConfigAppType: StudioLifecycleConfigAppType | undefined;
  Tags?: Tag[] | undefined;
}
export interface CreateStudioLifecycleConfigResponse {
  StudioLifecycleConfigArn?: string | undefined;
}
export interface DebugHookConfig {
  LocalPath?: string | undefined;
  S3OutputPath: string | undefined;
  HookParameters?: Record<string, string> | undefined;
  CollectionConfigurations?: CollectionConfiguration[] | undefined;
}
export interface DebugRuleConfiguration {
  RuleConfigurationName: string | undefined;
  LocalPath?: string | undefined;
  S3OutputPath?: string | undefined;
  RuleEvaluatorImage: string | undefined;
  InstanceType?: ProcessingInstanceType | undefined;
  VolumeSizeInGB?: number | undefined;
  RuleParameters?: Record<string, string> | undefined;
}
export interface InfraCheckConfig {
  EnableInfraCheck?: boolean | undefined;
}
export interface MlflowConfig {
  MlflowResourceArn: string | undefined;
  MlflowExperimentName?: string | undefined;
  MlflowRunName?: string | undefined;
}
export interface ModelPackageConfig {
  ModelPackageGroupArn: string | undefined;
  SourceModelPackageArn?: string | undefined;
}
export interface ProfilerConfig {
  S3OutputPath?: string | undefined;
  ProfilingIntervalInMilliseconds?: number | undefined;
  ProfilingParameters?: Record<string, string> | undefined;
  DisableProfiler?: boolean | undefined;
}
export interface ProfilerRuleConfiguration {
  RuleConfigurationName: string | undefined;
  LocalPath?: string | undefined;
  S3OutputPath?: string | undefined;
  RuleEvaluatorImage: string | undefined;
  InstanceType?: ProcessingInstanceType | undefined;
  VolumeSizeInGB?: number | undefined;
  RuleParameters?: Record<string, string> | undefined;
}
export interface RemoteDebugConfig {
  EnableRemoteDebug?: boolean | undefined;
}
export interface ServerlessJobConfig {
  BaseModelArn: string | undefined;
  AcceptEula?: boolean | undefined;
  JobType: ServerlessJobType | undefined;
  CustomizationTechnique?: CustomizationTechnique | undefined;
  Peft?: Peft | undefined;
  EvaluationType?: EvaluationType | undefined;
  EvaluatorArn?: string | undefined;
}
export interface SessionChainingConfig {
  EnableSessionTagChaining?: boolean | undefined;
}
export interface TensorBoardOutputConfig {
  LocalPath?: string | undefined;
  S3OutputPath: string | undefined;
}
export interface CreateTrainingJobRequest {
  TrainingJobName: string | undefined;
  HyperParameters?: Record<string, string> | undefined;
  AlgorithmSpecification?: AlgorithmSpecification | undefined;
  RoleArn: string | undefined;
  InputDataConfig?: Channel[] | undefined;
  OutputDataConfig: OutputDataConfig | undefined;
  ResourceConfig?: ResourceConfig | undefined;
  VpcConfig?: VpcConfig | undefined;
  StoppingCondition?: StoppingCondition | undefined;
  Tags?: Tag[] | undefined;
  EnableNetworkIsolation?: boolean | undefined;
  EnableInterContainerTrafficEncryption?: boolean | undefined;
  EnableManagedSpotTraining?: boolean | undefined;
  CheckpointConfig?: CheckpointConfig | undefined;
  DebugHookConfig?: DebugHookConfig | undefined;
  DebugRuleConfigurations?: DebugRuleConfiguration[] | undefined;
  TensorBoardOutputConfig?: TensorBoardOutputConfig | undefined;
  ExperimentConfig?: ExperimentConfig | undefined;
  ProfilerConfig?: ProfilerConfig | undefined;
  ProfilerRuleConfigurations?: ProfilerRuleConfiguration[] | undefined;
  Environment?: Record<string, string> | undefined;
  RetryStrategy?: RetryStrategy | undefined;
  RemoteDebugConfig?: RemoteDebugConfig | undefined;
  InfraCheckConfig?: InfraCheckConfig | undefined;
  SessionChainingConfig?: SessionChainingConfig | undefined;
  ServerlessJobConfig?: ServerlessJobConfig | undefined;
  MlflowConfig?: MlflowConfig | undefined;
  ModelPackageConfig?: ModelPackageConfig | undefined;
}
export interface CreateTrainingJobResponse {
  TrainingJobArn: string | undefined;
}
export interface CreateTrainingPlanRequest {
  TrainingPlanName: string | undefined;
  TrainingPlanOfferingId: string | undefined;
  SpareInstanceCountPerUltraServer?: number | undefined;
  Tags?: Tag[] | undefined;
}
export interface CreateTrainingPlanResponse {
  TrainingPlanArn: string | undefined;
}
export interface DataProcessing {
  InputFilter?: string | undefined;
  OutputFilter?: string | undefined;
  JoinSource?: JoinSource | undefined;
}
export interface ModelClientConfig {
  InvocationsTimeoutInSeconds?: number | undefined;
  InvocationsMaxRetries?: number | undefined;
}
export interface CreateTransformJobRequest {
  TransformJobName: string | undefined;
  ModelName: string | undefined;
  MaxConcurrentTransforms?: number | undefined;
  ModelClientConfig?: ModelClientConfig | undefined;
  MaxPayloadInMB?: number | undefined;
  BatchStrategy?: BatchStrategy | undefined;
  Environment?: Record<string, string> | undefined;
  TransformInput: TransformInput | undefined;
  TransformOutput: TransformOutput | undefined;
  DataCaptureConfig?: BatchDataCaptureConfig | undefined;
  TransformResources: TransformResources | undefined;
  DataProcessing?: DataProcessing | undefined;
  Tags?: Tag[] | undefined;
  ExperimentConfig?: ExperimentConfig | undefined;
}
export interface CreateTransformJobResponse {
  TransformJobArn: string | undefined;
}
export interface CreateTrialRequest {
  TrialName: string | undefined;
  DisplayName?: string | undefined;
  ExperimentName: string | undefined;
  MetadataProperties?: MetadataProperties | undefined;
  Tags?: Tag[] | undefined;
}
export interface CreateTrialResponse {
  TrialArn?: string | undefined;
}
export interface TrialComponentArtifact {
  MediaType?: string | undefined;
  Value: string | undefined;
}
export type TrialComponentParameterValue =
  | TrialComponentParameterValue.NumberValueMember
  | TrialComponentParameterValue.StringValueMember
  | TrialComponentParameterValue.$UnknownMember;
export declare namespace TrialComponentParameterValue {
  interface StringValueMember {
    StringValue: string;
    NumberValue?: never;
    $unknown?: never;
  }
  interface NumberValueMember {
    StringValue?: never;
    NumberValue: number;
    $unknown?: never;
  }
  interface $UnknownMember {
    StringValue?: never;
    NumberValue?: never;
    $unknown: [string, any];
  }
  interface Visitor<T> {
    StringValue: (value: string) => T;
    NumberValue: (value: number) => T;
    _: (name: string, value: any) => T;
  }
}
export interface TrialComponentStatus {
  PrimaryStatus?: TrialComponentPrimaryStatus | undefined;
  Message?: string | undefined;
}
export interface CreateTrialComponentRequest {
  TrialComponentName: string | undefined;
  DisplayName?: string | undefined;
  Status?: TrialComponentStatus | undefined;
  StartTime?: Date | undefined;
  EndTime?: Date | undefined;
  Parameters?: Record<string, TrialComponentParameterValue> | undefined;
  InputArtifacts?: Record<string, TrialComponentArtifact> | undefined;
  OutputArtifacts?: Record<string, TrialComponentArtifact> | undefined;
  MetadataProperties?: MetadataProperties | undefined;
  Tags?: Tag[] | undefined;
}
export interface CreateTrialComponentResponse {
  TrialComponentArn?: string | undefined;
}
export interface CreateUserProfileRequest {
  DomainId: string | undefined;
  UserProfileName: string | undefined;
  SingleSignOnUserIdentifier?: string | undefined;
  SingleSignOnUserValue?: string | undefined;
  Tags?: Tag[] | undefined;
  UserSettings?: UserSettings | undefined;
}
export interface CreateUserProfileResponse {
  UserProfileArn?: string | undefined;
}
export interface OidcConfig {
  ClientId: string | undefined;
  ClientSecret: string | undefined;
  Issuer: string | undefined;
  AuthorizationEndpoint: string | undefined;
  TokenEndpoint: string | undefined;
  UserInfoEndpoint: string | undefined;
  LogoutEndpoint: string | undefined;
  JwksUri: string | undefined;
  Scope?: string | undefined;
  AuthenticationRequestExtraParams?: Record<string, string> | undefined;
}
export interface SourceIpConfig {
  Cidrs: string[] | undefined;
}
export interface WorkforceVpcConfigRequest {
  VpcId?: string | undefined;
  SecurityGroupIds?: string[] | undefined;
  Subnets?: string[] | undefined;
}
export interface CreateWorkforceRequest {
  CognitoConfig?: CognitoConfig | undefined;
  OidcConfig?: OidcConfig | undefined;
  SourceIpConfig?: SourceIpConfig | undefined;
  WorkforceName: string | undefined;
  Tags?: Tag[] | undefined;
  WorkforceVpcConfig?: WorkforceVpcConfigRequest | undefined;
  IpAddressType?: WorkforceIpAddressType | undefined;
}
export interface CreateWorkforceResponse {
  WorkforceArn: string | undefined;
}
export interface OidcMemberDefinition {
  Groups?: string[] | undefined;
}
export interface MemberDefinition {
  CognitoMemberDefinition?: CognitoMemberDefinition | undefined;
  OidcMemberDefinition?: OidcMemberDefinition | undefined;
}
export interface NotificationConfiguration {
  NotificationTopicArn?: string | undefined;
}
export interface IamPolicyConstraints {
  SourceIp?: EnabledOrDisabled | undefined;
  VpcSourceIp?: EnabledOrDisabled | undefined;
}
export interface S3Presign {
  IamPolicyConstraints?: IamPolicyConstraints | undefined;
}
export interface WorkerAccessConfiguration {
  S3Presign?: S3Presign | undefined;
}
export interface CreateWorkteamRequest {
  WorkteamName: string | undefined;
  WorkforceName?: string | undefined;
  MemberDefinitions: MemberDefinition[] | undefined;
  Description: string | undefined;
  NotificationConfiguration?: NotificationConfiguration | undefined;
  WorkerAccessConfiguration?: WorkerAccessConfiguration | undefined;
  Tags?: Tag[] | undefined;
}
export interface CreateWorkteamResponse {
  WorkteamArn?: string | undefined;
}
export interface CustomizedMetricSpecification {
  MetricName?: string | undefined;
  Namespace?: string | undefined;
  Statistic?: Statistic | undefined;
}
export interface DataCaptureConfigSummary {
  EnableCapture: boolean | undefined;
  CaptureStatus: CaptureStatus | undefined;
  CurrentSamplingPercentage: number | undefined;
  DestinationS3Uri: string | undefined;
  KmsKeyId: string | undefined;
}
export interface DebugRuleEvaluationStatus {
  RuleConfigurationName?: string | undefined;
  RuleEvaluationJobArn?: string | undefined;
  RuleEvaluationStatus?: RuleEvaluationStatus | undefined;
  StatusDetails?: string | undefined;
  LastModifiedTime?: Date | undefined;
}
export interface InstanceGroupHealthCheckConfiguration {
  InstanceGroupName: string | undefined;
  InstanceIds?: string[] | undefined;
  DeepHealthChecks: DeepHealthCheckType[] | undefined;
}
export interface DeleteActionRequest {
  ActionName: string | undefined;
}
export interface DeleteActionResponse {
  ActionArn?: string | undefined;
}
export interface DeleteAIBenchmarkJobRequest {
  AIBenchmarkJobName: string | undefined;
}
export interface DeleteAIBenchmarkJobResponse {
  AIBenchmarkJobArn?: string | undefined;
}
export interface DeleteAIRecommendationJobRequest {
  AIRecommendationJobName: string | undefined;
}
export interface DeleteAIRecommendationJobResponse {
  AIRecommendationJobArn?: string | undefined;
}
export interface DeleteAIWorkloadConfigRequest {
  AIWorkloadConfigName: string | undefined;
}
export interface DeleteAIWorkloadConfigResponse {
  AIWorkloadConfigArn?: string | undefined;
}
export interface DeleteAlgorithmInput {
  AlgorithmName: string | undefined;
}
export interface DeleteAppRequest {
  DomainId: string | undefined;
  UserProfileName?: string | undefined;
  SpaceName?: string | undefined;
  AppType: AppType | undefined;
  AppName: string | undefined;
}
export interface DeleteAppImageConfigRequest {
  AppImageConfigName: string | undefined;
}
export interface DeleteArtifactRequest {
  ArtifactArn?: string | undefined;
  Source?: ArtifactSource | undefined;
}
export interface DeleteArtifactResponse {
  ArtifactArn?: string | undefined;
}
export interface DeleteAssociationRequest {
  SourceArn: string | undefined;
  DestinationArn: string | undefined;
}
export interface DeleteAssociationResponse {
  SourceArn?: string | undefined;
  DestinationArn?: string | undefined;
}
export interface DeleteClusterRequest {
  ClusterName: string | undefined;
}
export interface DeleteClusterResponse {
  ClusterArn: string | undefined;
}
export interface DeleteClusterSchedulerConfigRequest {
  ClusterSchedulerConfigId: string | undefined;
}
export interface DeleteCodeRepositoryInput {
  CodeRepositoryName: string | undefined;
}
export interface DeleteCompilationJobRequest {
  CompilationJobName: string | undefined;
}
export interface DeleteComputeQuotaRequest {
  ComputeQuotaId: string | undefined;
}
export interface DeleteContextRequest {
  ContextName: string | undefined;
}
export interface DeleteContextResponse {
  ContextArn?: string | undefined;
}
export interface DeleteDataQualityJobDefinitionRequest {
  JobDefinitionName: string | undefined;
}
export interface DeleteDeviceFleetRequest {
  DeviceFleetName: string | undefined;
}
export interface RetentionPolicy {
  HomeEfsFileSystem?: RetentionType | undefined;
}
export interface DeleteDomainRequest {
  DomainId: string | undefined;
  RetentionPolicy?: RetentionPolicy | undefined;
}
export interface DeleteEdgeDeploymentPlanRequest {
  EdgeDeploymentPlanName: string | undefined;
}
export interface DeleteEdgeDeploymentStageRequest {
  EdgeDeploymentPlanName: string | undefined;
  StageName: string | undefined;
}
export interface DeleteEndpointInput {
  EndpointName: string | undefined;
}
export interface DeleteEndpointConfigInput {
  EndpointConfigName: string | undefined;
}
export interface DeleteExperimentRequest {
  ExperimentName: string | undefined;
}
export interface DeleteExperimentResponse {
  ExperimentArn?: string | undefined;
}
export interface DeleteFeatureGroupRequest {
  FeatureGroupName: string | undefined;
}
export interface DeleteFlowDefinitionRequest {
  FlowDefinitionName: string | undefined;
}
export interface DeleteFlowDefinitionResponse {}
export interface DeleteHubRequest {
  HubName: string | undefined;
}
export interface DeleteHubContentRequest {
  HubName: string | undefined;
  HubContentType: HubContentType | undefined;
  HubContentName: string | undefined;
  HubContentVersion: string | undefined;
}
export interface DeleteHubContentReferenceRequest {
  HubName: string | undefined;
  HubContentType: HubContentType | undefined;
  HubContentName: string | undefined;
}
export interface DeleteHumanTaskUiRequest {
  HumanTaskUiName: string | undefined;
}
export interface DeleteHumanTaskUiResponse {}
export interface DeleteHyperParameterTuningJobRequest {
  HyperParameterTuningJobName: string | undefined;
}
export interface DeleteImageRequest {
  ImageName: string | undefined;
}
export interface DeleteImageResponse {}
export interface DeleteImageVersionRequest {
  ImageName: string | undefined;
  Version?: number | undefined;
  Alias?: string | undefined;
}
export interface DeleteImageVersionResponse {}
export interface DeleteInferenceComponentInput {
  InferenceComponentName: string | undefined;
}
export interface DeleteInferenceExperimentRequest {
  Name: string | undefined;
}
export interface DeleteInferenceExperimentResponse {
  InferenceExperimentArn: string | undefined;
}
export interface DeleteJobRequest {
  JobName: string | undefined;
  JobCategory: JobCategory | undefined;
}
export interface DeleteJobResponse {}
export interface DeleteMlflowAppRequest {
  Arn: string | undefined;
}
export interface DeleteMlflowAppResponse {
  Arn?: string | undefined;
}
export interface DeleteMlflowTrackingServerRequest {
  TrackingServerName: string | undefined;
}
export interface DeleteMlflowTrackingServerResponse {
  TrackingServerArn?: string | undefined;
}
export interface DeleteModelInput {
  ModelName: string | undefined;
}
export interface DeleteModelBiasJobDefinitionRequest {
  JobDefinitionName: string | undefined;
}
export interface DeleteModelCardRequest {
  ModelCardName: string | undefined;
}
export interface DeleteModelExplainabilityJobDefinitionRequest {
  JobDefinitionName: string | undefined;
}
export interface DeleteModelPackageInput {
  ModelPackageName: string | undefined;
}
export interface DeleteModelPackageGroupInput {
  ModelPackageGroupName: string | undefined;
}
export interface DeleteModelPackageGroupPolicyInput {
  ModelPackageGroupName: string | undefined;
}
export interface DeleteModelQualityJobDefinitionRequest {
  JobDefinitionName: string | undefined;
}
export interface DeleteMonitoringScheduleRequest {
  MonitoringScheduleName: string | undefined;
}
export interface DeleteNotebookInstanceInput {
  NotebookInstanceName: string | undefined;
}
export interface DeleteNotebookInstanceLifecycleConfigInput {
  NotebookInstanceLifecycleConfigName: string | undefined;
}
export interface DeleteOptimizationJobRequest {
  OptimizationJobName: string | undefined;
}
export interface DeletePartnerAppRequest {
  Arn: string | undefined;
  ClientToken?: string | undefined;
}
export interface DeletePartnerAppResponse {
  Arn?: string | undefined;
}
export interface DeletePipelineRequest {
  PipelineName: string | undefined;
  ClientRequestToken?: string | undefined;
}
export interface DeletePipelineResponse {
  PipelineArn?: string | undefined;
}
export interface DeleteProcessingJobRequest {
  ProcessingJobName: string | undefined;
}
export interface DeleteProjectInput {
  ProjectName: string | undefined;
}
export interface DeleteSpaceRequest {
  DomainId: string | undefined;
  SpaceName: string | undefined;
}
export interface DeleteStudioLifecycleConfigRequest {
  StudioLifecycleConfigName: string | undefined;
}
export interface DeleteTagsInput {
  ResourceArn: string | undefined;
  TagKeys: string[] | undefined;
}
export interface DeleteTagsOutput {}
export interface DeleteTrainingJobRequest {
  TrainingJobName: string | undefined;
}
export interface DeleteTrialRequest {
  TrialName: string | undefined;
}
export interface DeleteTrialResponse {
  TrialArn?: string | undefined;
}
export interface DeleteTrialComponentRequest {
  TrialComponentName: string | undefined;
}
export interface DeleteTrialComponentResponse {
  TrialComponentArn?: string | undefined;
}
export interface DeleteUserProfileRequest {
  DomainId: string | undefined;
  UserProfileName: string | undefined;
}
export interface DeleteWorkforceRequest {
  WorkforceName: string | undefined;
}
export interface DeleteWorkforceResponse {}
export interface DeleteWorkteamRequest {
  WorkteamName: string | undefined;
}
export interface DeleteWorkteamResponse {
  Success: boolean | undefined;
}
export interface DeployedImage {
  SpecifiedImage?: string | undefined;
  ResolvedImage?: string | undefined;
  ResolutionTime?: Date | undefined;
}
export interface RealTimeInferenceRecommendation {
  RecommendationId: string | undefined;
  InstanceType: ProductionVariantInstanceType | undefined;
  Environment?: Record<string, string> | undefined;
}
export interface DeploymentRecommendation {
  RecommendationStatus: RecommendationStatus | undefined;
  RealTimeInferenceRecommendations?:
    | RealTimeInferenceRecommendation[]
    | undefined;
}
export interface EdgeDeploymentStatus {
  StageStatus: StageStatus | undefined;
  EdgeDeploymentSuccessInStage: number | undefined;
  EdgeDeploymentPendingInStage: number | undefined;
  EdgeDeploymentFailedInStage: number | undefined;
  EdgeDeploymentStatusMessage?: string | undefined;
  EdgeDeploymentStageStartTime?: Date | undefined;
}
export interface DeploymentStageStatusSummary {
  StageName: string | undefined;
  DeviceSelectionConfig: DeviceSelectionConfig | undefined;
  DeploymentConfig: EdgeDeploymentConfig | undefined;
  DeploymentStatus: EdgeDeploymentStatus | undefined;
}
export interface DeregisterDevicesRequest {
  DeviceFleetName: string | undefined;
  DeviceNames: string[] | undefined;
}
export interface DerivedInformation {
  DerivedDataInputConfig?: string | undefined;
}
export interface DescribeActionRequest {
  ActionName: string | undefined;
}
export interface DescribeActionResponse {
  ActionName?: string | undefined;
  ActionArn?: string | undefined;
  Source?: ActionSource | undefined;
  ActionType?: string | undefined;
  Description?: string | undefined;
  Status?: ActionStatus | undefined;
  Properties?: Record<string, string> | undefined;
  CreationTime?: Date | undefined;
  CreatedBy?: UserContext | undefined;
  LastModifiedTime?: Date | undefined;
  LastModifiedBy?: UserContext | undefined;
  MetadataProperties?: MetadataProperties | undefined;
  LineageGroupArn?: string | undefined;
}
export interface DescribeAIBenchmarkJobRequest {
  AIBenchmarkJobName: string | undefined;
}
export interface DescribeAIBenchmarkJobResponse {
  AIBenchmarkJobName: string | undefined;
  AIBenchmarkJobArn: string | undefined;
  AIBenchmarkJobStatus: AIBenchmarkJobStatus | undefined;
  FailureReason?: string | undefined;
  BenchmarkTarget: AIBenchmarkTarget | undefined;
  OutputConfig: AIBenchmarkOutputResult | undefined;
  AIWorkloadConfigIdentifier: string | undefined;
  RoleArn: string | undefined;
  NetworkConfig?: AIBenchmarkNetworkConfig | undefined;
  CreationTime: Date | undefined;
  StartTime?: Date | undefined;
  EndTime?: Date | undefined;
  Tags?: Tag[] | undefined;
}
export interface DescribeAIRecommendationJobRequest {
  AIRecommendationJobName: string | undefined;
}
export interface DescribeAIRecommendationJobResponse {
  AIRecommendationJobName: string | undefined;
  AIRecommendationJobArn: string | undefined;
  AIRecommendationJobStatus: AIRecommendationJobStatus | undefined;
  FailureReason?: string | undefined;
  ModelSource: AIModelSource | undefined;
  OutputConfig: AIRecommendationOutputResult | undefined;
  InferenceSpecification?: AIRecommendationInferenceSpecification | undefined;
  AIWorkloadConfigIdentifier: string | undefined;
  OptimizeModel?: boolean | undefined;
  PerformanceTarget?: AIRecommendationPerformanceTarget | undefined;
  Recommendations?: AIRecommendation[] | undefined;
  RoleArn: string | undefined;
  ComputeSpec?: AIRecommendationComputeSpec | undefined;
  CreationTime: Date | undefined;
  StartTime?: Date | undefined;
  EndTime?: Date | undefined;
  Tags?: Tag[] | undefined;
}
export interface DescribeAIWorkloadConfigRequest {
  AIWorkloadConfigName: string | undefined;
}
export interface DescribeAIWorkloadConfigResponse {
  AIWorkloadConfigName: string | undefined;
  AIWorkloadConfigArn: string | undefined;
  DatasetConfig?: AIDatasetConfig | undefined;
  AIWorkloadConfigs?: AIWorkloadConfigs | undefined;
  Tags?: Tag[] | undefined;
  CreationTime: Date | undefined;
}
export interface DescribeAlgorithmInput {
  AlgorithmName: string | undefined;
}
export interface DescribeAlgorithmOutput {
  AlgorithmName: string | undefined;
  AlgorithmArn: string | undefined;
  AlgorithmDescription?: string | undefined;
  CreationTime: Date | undefined;
  TrainingSpecification: TrainingSpecification | undefined;
  InferenceSpecification?: InferenceSpecification | undefined;
  ValidationSpecification?: AlgorithmValidationSpecification | undefined;
  AlgorithmStatus: AlgorithmStatus | undefined;
  AlgorithmStatusDetails: AlgorithmStatusDetails | undefined;
  ProductId?: string | undefined;
  CertifyForMarketplace?: boolean | undefined;
}
export interface DescribeAppRequest {
  DomainId: string | undefined;
  UserProfileName?: string | undefined;
  SpaceName?: string | undefined;
  AppType: AppType | undefined;
  AppName: string | undefined;
}
export interface DescribeAppResponse {
  AppArn?: string | undefined;
  AppType?: AppType | undefined;
  AppName?: string | undefined;
  DomainId?: string | undefined;
  UserProfileName?: string | undefined;
  SpaceName?: string | undefined;
  Status?: AppStatus | undefined;
  EffectiveTrustedIdentityPropagationStatus?: FeatureStatus | undefined;
  RecoveryMode?: boolean | undefined;
  LastHealthCheckTimestamp?: Date | undefined;
  LastUserActivityTimestamp?: Date | undefined;
  CreationTime?: Date | undefined;
  FailureReason?: string | undefined;
  ResourceSpec?: ResourceSpec | undefined;
  BuiltInLifecycleConfigArn?: string | undefined;
}
export interface DescribeAppImageConfigRequest {
  AppImageConfigName: string | undefined;
}
export interface DescribeAppImageConfigResponse {
  AppImageConfigArn?: string | undefined;
  AppImageConfigName?: string | undefined;
  CreationTime?: Date | undefined;
  LastModifiedTime?: Date | undefined;
  KernelGatewayImageConfig?: KernelGatewayImageConfig | undefined;
  JupyterLabAppImageConfig?: JupyterLabAppImageConfig | undefined;
  CodeEditorAppImageConfig?: CodeEditorAppImageConfig | undefined;
}
export interface DescribeArtifactRequest {
  ArtifactArn: string | undefined;
}
export interface DescribeArtifactResponse {
  ArtifactName?: string | undefined;
  ArtifactArn?: string | undefined;
  Source?: ArtifactSource | undefined;
  ArtifactType?: string | undefined;
  Properties?: Record<string, string> | undefined;
  CreationTime?: Date | undefined;
  CreatedBy?: UserContext | undefined;
  LastModifiedTime?: Date | undefined;
  LastModifiedBy?: UserContext | undefined;
  MetadataProperties?: MetadataProperties | undefined;
  LineageGroupArn?: string | undefined;
}
export interface DescribeAutoMLJobRequest {
  AutoMLJobName: string | undefined;
}
export interface ModelDeployResult {
  EndpointName?: string | undefined;
}
export interface ResolvedAttributes {
  AutoMLJobObjective?: AutoMLJobObjective | undefined;
  ProblemType?: ProblemType | undefined;
  CompletionCriteria?: AutoMLJobCompletionCriteria | undefined;
}
export interface DescribeAutoMLJobResponse {
  AutoMLJobName: string | undefined;
  AutoMLJobArn: string | undefined;
  InputDataConfig: AutoMLChannel[] | undefined;
  OutputDataConfig: AutoMLOutputDataConfig | undefined;
  RoleArn: string | undefined;
  AutoMLJobObjective?: AutoMLJobObjective | undefined;
  ProblemType?: ProblemType | undefined;
  AutoMLJobConfig?: AutoMLJobConfig | undefined;
  CreationTime: Date | undefined;
  EndTime?: Date | undefined;
  LastModifiedTime: Date | undefined;
  FailureReason?: string | undefined;
  PartialFailureReasons?: AutoMLPartialFailureReason[] | undefined;
  BestCandidate?: AutoMLCandidate | undefined;
  AutoMLJobStatus: AutoMLJobStatus | undefined;
  AutoMLJobSecondaryStatus: AutoMLJobSecondaryStatus | undefined;
  GenerateCandidateDefinitionsOnly?: boolean | undefined;
  AutoMLJobArtifacts?: AutoMLJobArtifacts | undefined;
  ResolvedAttributes?: ResolvedAttributes | undefined;
  ModelDeployConfig?: ModelDeployConfig | undefined;
  ModelDeployResult?: ModelDeployResult | undefined;
}
export interface DescribeAutoMLJobV2Request {
  AutoMLJobName: string | undefined;
}
export interface DescribeAutoMLJobV2Response {
  AutoMLJobName: string | undefined;
  AutoMLJobArn: string | undefined;
  AutoMLJobInputDataConfig: AutoMLJobChannel[] | undefined;
  OutputDataConfig: AutoMLOutputDataConfig | undefined;
  RoleArn: string | undefined;
  AutoMLJobObjective?: AutoMLJobObjective | undefined;
  AutoMLProblemTypeConfig?: AutoMLProblemTypeConfig | undefined;
  AutoMLProblemTypeConfigName?: AutoMLProblemTypeConfigName | undefined;
  CreationTime: Date | undefined;
  EndTime?: Date | undefined;
  LastModifiedTime: Date | undefined;
  FailureReason?: string | undefined;
  PartialFailureReasons?: AutoMLPartialFailureReason[] | undefined;
  BestCandidate?: AutoMLCandidate | undefined;
  AutoMLJobStatus: AutoMLJobStatus | undefined;
  AutoMLJobSecondaryStatus: AutoMLJobSecondaryStatus | undefined;
  AutoMLJobArtifacts?: AutoMLJobArtifacts | undefined;
  ResolvedAttributes?: AutoMLResolvedAttributes | undefined;
  ModelDeployConfig?: ModelDeployConfig | undefined;
  ModelDeployResult?: ModelDeployResult | undefined;
  DataSplitConfig?: AutoMLDataSplitConfig | undefined;
  SecurityConfig?: AutoMLSecurityConfig | undefined;
  AutoMLComputeConfig?: AutoMLComputeConfig | undefined;
}
export interface DescribeClusterRequest {
  ClusterName: string | undefined;
}
export interface DescribeClusterResponse {
  ClusterArn: string | undefined;
  ClusterName?: string | undefined;
  ClusterStatus: ClusterStatus | undefined;
  CreationTime?: Date | undefined;
  FailureMessage?: string | undefined;
  InstanceGroups: ClusterInstanceGroupDetails[] | undefined;
  RestrictedInstanceGroups?:
    | ClusterRestrictedInstanceGroupDetails[]
    | undefined;
  RestrictedInstanceGroupsConfig?:
    | ClusterRestrictedInstanceGroupsConfigOutput
    | undefined;
  VpcConfig?: VpcConfig | undefined;
  Orchestrator?: ClusterOrchestrator | undefined;
  TieredStorageConfig?: ClusterTieredStorageConfig | undefined;
  NodeRecovery?: ClusterNodeRecovery | undefined;
  NodeProvisioningMode?: ClusterNodeProvisioningMode | undefined;
  ClusterRole?: string | undefined;
  AutoScaling?: ClusterAutoScalingConfigOutput | undefined;
}
export interface DescribeClusterEventRequest {
  EventId: string | undefined;
  ClusterName: string | undefined;
}
export interface DescribeClusterEventResponse {
  EventDetails?: ClusterEventDetail | undefined;
}
export interface DescribeClusterNodeRequest {
  ClusterName: string | undefined;
  NodeId?: string | undefined;
  NodeLogicalId?: string | undefined;
}
export interface DescribeClusterNodeResponse {
  NodeDetails: ClusterNodeDetails | undefined;
}
export interface DescribeClusterSchedulerConfigRequest {
  ClusterSchedulerConfigId: string | undefined;
  ClusterSchedulerConfigVersion?: number | undefined;
}
export interface DescribeClusterSchedulerConfigResponse {
  ClusterSchedulerConfigArn: string | undefined;
  ClusterSchedulerConfigId: string | undefined;
  Name: string | undefined;
  ClusterSchedulerConfigVersion: number | undefined;
  Status: SchedulerResourceStatus | undefined;
  FailureReason?: string | undefined;
  StatusDetails?:
    | Partial<Record<SchedulerConfigComponent, SchedulerResourceStatus>>
    | undefined;
  ClusterArn?: string | undefined;
  SchedulerConfig?: SchedulerConfig | undefined;
  Description?: string | undefined;
  CreationTime: Date | undefined;
  CreatedBy?: UserContext | undefined;
  LastModifiedTime?: Date | undefined;
  LastModifiedBy?: UserContext | undefined;
}
export interface DescribeCodeRepositoryInput {
  CodeRepositoryName: string | undefined;
}
export interface DescribeCodeRepositoryOutput {
  CodeRepositoryName: string | undefined;
  CodeRepositoryArn: string | undefined;
  CreationTime: Date | undefined;
  LastModifiedTime: Date | undefined;
  GitConfig?: GitConfig | undefined;
}
export interface DescribeCompilationJobRequest {
  CompilationJobName: string | undefined;
}
export interface ModelArtifacts {
  S3ModelArtifacts: string | undefined;
}
export interface ModelDigests {
  ArtifactDigest?: string | undefined;
}
export interface DescribeCompilationJobResponse {
  CompilationJobName: string | undefined;
  CompilationJobArn: string | undefined;
  CompilationJobStatus: CompilationJobStatus | undefined;
  CompilationStartTime?: Date | undefined;
  CompilationEndTime?: Date | undefined;
  StoppingCondition: StoppingCondition | undefined;
  InferenceImage?: string | undefined;
  ModelPackageVersionArn?: string | undefined;
  CreationTime: Date | undefined;
  LastModifiedTime: Date | undefined;
  FailureReason: string | undefined;
  ModelArtifacts: ModelArtifacts | undefined;
  ModelDigests?: ModelDigests | undefined;
  RoleArn: string | undefined;
  InputConfig: InputConfig | undefined;
  OutputConfig: OutputConfig | undefined;
  VpcConfig?: NeoVpcConfig | undefined;
  DerivedInformation?: DerivedInformation | undefined;
}
export interface DescribeComputeQuotaRequest {
  ComputeQuotaId: string | undefined;
  ComputeQuotaVersion?: number | undefined;
}
export interface DescribeComputeQuotaResponse {
  ComputeQuotaArn: string | undefined;
  ComputeQuotaId: string | undefined;
  Name: string | undefined;
  Description?: string | undefined;
  ComputeQuotaVersion: number | undefined;
  Status: SchedulerResourceStatus | undefined;
  FailureReason?: string | undefined;
  ClusterArn?: string | undefined;
  ComputeQuotaConfig?: ComputeQuotaConfig | undefined;
  ComputeQuotaTarget: ComputeQuotaTarget | undefined;
  ActivationState?: ActivationState | undefined;
  CreationTime: Date | undefined;
  CreatedBy?: UserContext | undefined;
  LastModifiedTime?: Date | undefined;
  LastModifiedBy?: UserContext | undefined;
}
export interface DescribeContextRequest {
  ContextName: string | undefined;
}
export interface DescribeContextResponse {
  ContextName?: string | undefined;
  ContextArn?: string | undefined;
  Source?: ContextSource | undefined;
  ContextType?: string | undefined;
  Description?: string | undefined;
  Properties?: Record<string, string> | undefined;
  CreationTime?: Date | undefined;
  CreatedBy?: UserContext | undefined;
  LastModifiedTime?: Date | undefined;
  LastModifiedBy?: UserContext | undefined;
  LineageGroupArn?: string | undefined;
}
export interface DescribeDataQualityJobDefinitionRequest {
  JobDefinitionName: string | undefined;
}
export interface DescribeDataQualityJobDefinitionResponse {
  JobDefinitionArn: string | undefined;
  JobDefinitionName: string | undefined;
  CreationTime: Date | undefined;
  DataQualityBaselineConfig?: DataQualityBaselineConfig | undefined;
  DataQualityAppSpecification: DataQualityAppSpecification | undefined;
  DataQualityJobInput: DataQualityJobInput | undefined;
  DataQualityJobOutputConfig: MonitoringOutputConfig | undefined;
  JobResources: MonitoringResources | undefined;
  NetworkConfig?: MonitoringNetworkConfig | undefined;
  RoleArn: string | undefined;
  StoppingCondition?: MonitoringStoppingCondition | undefined;
}
export interface DescribeDeviceRequest {
  NextToken?: string | undefined;
  DeviceName: string | undefined;
  DeviceFleetName: string | undefined;
}
export interface EdgeModel {
  ModelName: string | undefined;
  ModelVersion: string | undefined;
  LatestSampleTime?: Date | undefined;
  LatestInference?: Date | undefined;
}
export interface DescribeDeviceResponse {
  DeviceArn?: string | undefined;
  DeviceName: string | undefined;
  Description?: string | undefined;
  DeviceFleetName: string | undefined;
  IotThingName?: string | undefined;
  RegistrationTime: Date | undefined;
  LatestHeartbeat?: Date | undefined;
  Models?: EdgeModel[] | undefined;
  MaxModels?: number | undefined;
  NextToken?: string | undefined;
  AgentVersion?: string | undefined;
}
export interface DescribeDeviceFleetRequest {
  DeviceFleetName: string | undefined;
}
export interface DescribeDeviceFleetResponse {
  DeviceFleetName: string | undefined;
  DeviceFleetArn: string | undefined;
  OutputConfig: EdgeOutputConfig | undefined;
  Description?: string | undefined;
  CreationTime: Date | undefined;
  LastModifiedTime: Date | undefined;
  RoleArn?: string | undefined;
  IotRoleAlias?: string | undefined;
}
export interface DescribeDomainRequest {
  DomainId: string | undefined;
}
export interface DescribeDomainResponse {
  DomainArn?: string | undefined;
  DomainId?: string | undefined;
  DomainName?: string | undefined;
  HomeEfsFileSystemId?: string | undefined;
  SingleSignOnManagedApplicationInstanceId?: string | undefined;
  SingleSignOnApplicationArn?: string | undefined;
  Status?: DomainStatus | undefined;
  CreationTime?: Date | undefined;
  LastModifiedTime?: Date | undefined;
  FailureReason?: string | undefined;
  SecurityGroupIdForDomainBoundary?: string | undefined;
  AuthMode?: AuthMode | undefined;
  DefaultUserSettings?: UserSettings | undefined;
  DomainSettings?: DomainSettings | undefined;
  AppNetworkAccessType?: AppNetworkAccessType | undefined;
  HomeEfsFileSystemKmsKeyId?: string | undefined;
  SubnetIds?: string[] | undefined;
  Url?: string | undefined;
  VpcId?: string | undefined;
  KmsKeyId?: string | undefined;
  AppSecurityGroupManagement?: AppSecurityGroupManagement | undefined;
  HomeEfsFileSystemCreation?: HomeEfsFileSystemCreation | undefined;
  TagPropagation?: TagPropagation | undefined;
  DefaultSpaceSettings?: DefaultSpaceSettings | undefined;
}
export interface DescribeEdgeDeploymentPlanRequest {
  EdgeDeploymentPlanName: string | undefined;
  NextToken?: string | undefined;
  MaxResults?: number | undefined;
}
export interface DescribeEdgeDeploymentPlanResponse {
  EdgeDeploymentPlanArn: string | undefined;
  EdgeDeploymentPlanName: string | undefined;
  ModelConfigs: EdgeDeploymentModelConfig[] | undefined;
  DeviceFleetName: string | undefined;
  EdgeDeploymentSuccess?: number | undefined;
  EdgeDeploymentPending?: number | undefined;
  EdgeDeploymentFailed?: number | undefined;
  Stages: DeploymentStageStatusSummary[] | undefined;
  NextToken?: string | undefined;
  CreationTime?: Date | undefined;
  LastModifiedTime?: Date | undefined;
}
export interface DescribeEdgePackagingJobRequest {
  EdgePackagingJobName: string | undefined;
}
export interface EdgePresetDeploymentOutput {
  Type: EdgePresetDeploymentType | undefined;
  Artifact?: string | undefined;
  Status?: EdgePresetDeploymentStatus | undefined;
  StatusMessage?: string | undefined;
}
export interface DescribeEdgePackagingJobResponse {
  EdgePackagingJobArn: string | undefined;
  EdgePackagingJobName: string | undefined;
  CompilationJobName?: string | undefined;
  ModelName?: string | undefined;
  ModelVersion?: string | undefined;
  RoleArn?: string | undefined;
  OutputConfig?: EdgeOutputConfig | undefined;
  ResourceKey?: string | undefined;
  EdgePackagingJobStatus: EdgePackagingJobStatus | undefined;
  EdgePackagingJobStatusMessage?: string | undefined;
  CreationTime?: Date | undefined;
  LastModifiedTime?: Date | undefined;
  ModelArtifact?: string | undefined;
  ModelSignature?: string | undefined;
  PresetDeploymentOutput?: EdgePresetDeploymentOutput | undefined;
}
export interface DescribeEndpointInput {
  EndpointName: string | undefined;
}
export interface InstancePoolSummary {
  InstanceType: ProductionVariantInstanceType | undefined;
  CurrentInstanceCount: number | undefined;
}
export interface ProductionVariantStatus {
  Status: VariantStatus | undefined;
  StatusMessage?: string | undefined;
  StartTime?: Date | undefined;
}
export interface PendingProductionVariantSummary {
  VariantName: string | undefined;
  DeployedImages?: DeployedImage[] | undefined;
  CurrentWeight?: number | undefined;
  DesiredWeight?: number | undefined;
  CurrentInstanceCount?: number | undefined;
  DesiredInstanceCount?: number | undefined;
  InstanceType?: ProductionVariantInstanceType | undefined;
  InstancePools?: InstancePoolSummary[] | undefined;
  AcceleratorType?: ProductionVariantAcceleratorType | undefined;
  VariantStatus?: ProductionVariantStatus[] | undefined;
  CurrentServerlessConfig?: ProductionVariantServerlessConfig | undefined;
  DesiredServerlessConfig?: ProductionVariantServerlessConfig | undefined;
  ManagedInstanceScaling?: ProductionVariantManagedInstanceScaling | undefined;
  RoutingConfig?: ProductionVariantRoutingConfig | undefined;
}
export interface PendingDeploymentSummary {
  EndpointConfigName: string | undefined;
  ProductionVariants?: PendingProductionVariantSummary[] | undefined;
  StartTime?: Date | undefined;
  ShadowProductionVariants?: PendingProductionVariantSummary[] | undefined;
}
export interface Ec2CapacityReservation {
  Ec2CapacityReservationId?: string | undefined;
  TotalInstanceCount?: number | undefined;
  AvailableInstanceCount?: number | undefined;
  UsedByCurrentEndpoint?: number | undefined;
}
export interface ProductionVariantCapacityReservationSummary {
  MlReservationArn?: string | undefined;
  CapacityReservationPreference?: CapacityReservationPreference | undefined;
  TotalInstanceCount?: number | undefined;
  AvailableInstanceCount?: number | undefined;
  UsedByCurrentEndpoint?: number | undefined;
  Ec2CapacityReservations?: Ec2CapacityReservation[] | undefined;
}
export interface ProductionVariantSummary {
  VariantName: string | undefined;
  DeployedImages?: DeployedImage[] | undefined;
  CurrentWeight?: number | undefined;
  DesiredWeight?: number | undefined;
  CurrentInstanceCount?: number | undefined;
  DesiredInstanceCount?: number | undefined;
  InstancePools?: InstancePoolSummary[] | undefined;
  VariantStatus?: ProductionVariantStatus[] | undefined;
  CurrentServerlessConfig?: ProductionVariantServerlessConfig | undefined;
  DesiredServerlessConfig?: ProductionVariantServerlessConfig | undefined;
  ManagedInstanceScaling?: ProductionVariantManagedInstanceScaling | undefined;
  RoutingConfig?: ProductionVariantRoutingConfig | undefined;
  CapacityReservationConfig?:
    | ProductionVariantCapacityReservationSummary
    | undefined;
}
export interface DescribeEndpointOutput {
  EndpointName: string | undefined;
  EndpointArn: string | undefined;
  EndpointConfigName?: string | undefined;
  ProductionVariants?: ProductionVariantSummary[] | undefined;
  DataCaptureConfig?: DataCaptureConfigSummary | undefined;
  EndpointStatus: EndpointStatus | undefined;
  FailureReason?: string | undefined;
  CreationTime: Date | undefined;
  LastModifiedTime: Date | undefined;
  LastDeploymentConfig?: DeploymentConfig | undefined;
  AsyncInferenceConfig?: AsyncInferenceConfig | undefined;
  PendingDeploymentSummary?: PendingDeploymentSummary | undefined;
  ExplainerConfig?: ExplainerConfig | undefined;
  ShadowProductionVariants?: ProductionVariantSummary[] | undefined;
  MetricsConfig?: MetricsConfig | undefined;
}
export interface DescribeEndpointConfigInput {
  EndpointConfigName: string | undefined;
}
export interface DescribeEndpointConfigOutput {
  EndpointConfigName: string | undefined;
  EndpointConfigArn: string | undefined;
  ProductionVariants: ProductionVariant[] | undefined;
  DataCaptureConfig?: DataCaptureConfig | undefined;
  KmsKeyId?: string | undefined;
  CreationTime: Date | undefined;
  AsyncInferenceConfig?: AsyncInferenceConfig | undefined;
  ExplainerConfig?: ExplainerConfig | undefined;
  ShadowProductionVariants?: ProductionVariant[] | undefined;
  ExecutionRoleArn?: string | undefined;
  VpcConfig?: VpcConfig | undefined;
  EnableNetworkIsolation?: boolean | undefined;
  MetricsConfig?: MetricsConfig | undefined;
}
export interface DescribeExperimentRequest {
  ExperimentName: string | undefined;
}
export interface ExperimentSource {
  SourceArn: string | undefined;
  SourceType?: string | undefined;
}
export interface DescribeExperimentResponse {
  ExperimentName?: string | undefined;
  ExperimentArn?: string | undefined;
  DisplayName?: string | undefined;
  Source?: ExperimentSource | undefined;
  Description?: string | undefined;
  CreationTime?: Date | undefined;
  CreatedBy?: UserContext | undefined;
  LastModifiedTime?: Date | undefined;
  LastModifiedBy?: UserContext | undefined;
}
export interface DescribeFeatureGroupRequest {
  FeatureGroupName: string | undefined;
  NextToken?: string | undefined;
}
export interface LastUpdateStatus {
  Status: LastUpdateStatusValue | undefined;
  FailureReason?: string | undefined;
}
export interface OfflineStoreStatus {
  Status: OfflineStoreStatusValue | undefined;
  BlockedReason?: string | undefined;
}
export interface ThroughputConfigDescription {
  ThroughputMode: ThroughputMode | undefined;
  ProvisionedReadCapacityUnits?: number | undefined;
  ProvisionedWriteCapacityUnits?: number | undefined;
}
export interface DescribeFeatureGroupResponse {
  FeatureGroupArn: string | undefined;
  FeatureGroupName: string | undefined;
  RecordIdentifierFeatureName: string | undefined;
  EventTimeFeatureName: string | undefined;
  FeatureDefinitions: FeatureDefinition[] | undefined;
  CreationTime: Date | undefined;
  LastModifiedTime?: Date | undefined;
  OnlineStoreConfig?: OnlineStoreConfig | undefined;
  OfflineStoreConfig?: OfflineStoreConfig | undefined;
  ThroughputConfig?: ThroughputConfigDescription | undefined;
  RoleArn?: string | undefined;
  FeatureGroupStatus?: FeatureGroupStatus | undefined;
  OfflineStoreStatus?: OfflineStoreStatus | undefined;
  LastUpdateStatus?: LastUpdateStatus | undefined;
  FailureReason?: string | undefined;
  Description?: string | undefined;
  NextToken: string | undefined;
  OnlineStoreTotalSizeBytes?: number | undefined;
}
export interface DescribeFeatureMetadataRequest {
  FeatureGroupName: string | undefined;
  FeatureName: string | undefined;
}
export interface FeatureParameter {
  Key?: string | undefined;
  Value?: string | undefined;
}
export interface DescribeFeatureMetadataResponse {
  FeatureGroupArn: string | undefined;
  FeatureGroupName: string | undefined;
  FeatureName: string | undefined;
  FeatureType: FeatureType | undefined;
  CreationTime: Date | undefined;
  LastModifiedTime: Date | undefined;
  Description?: string | undefined;
  Parameters?: FeatureParameter[] | undefined;
}
export interface DescribeFlowDefinitionRequest {
  FlowDefinitionName: string | undefined;
}
export interface DescribeFlowDefinitionResponse {
  FlowDefinitionArn: string | undefined;
  FlowDefinitionName: string | undefined;
  FlowDefinitionStatus: FlowDefinitionStatus | undefined;
  CreationTime: Date | undefined;
  HumanLoopRequestSource?: HumanLoopRequestSource | undefined;
  HumanLoopActivationConfig?: HumanLoopActivationConfig | undefined;
  HumanLoopConfig?: HumanLoopConfig | undefined;
  OutputConfig: FlowDefinitionOutputConfig | undefined;
  RoleArn: string | undefined;
  FailureReason?: string | undefined;
}
export interface DescribeHubRequest {
  HubName: string | undefined;
}
export interface DescribeHubResponse {
  HubName: string | undefined;
  HubArn: string | undefined;
  HubDisplayName?: string | undefined;
  HubDescription?: string | undefined;
  HubSearchKeywords?: string[] | undefined;
  S3StorageConfig?: HubS3StorageConfig | undefined;
  HubStatus: HubStatus | undefined;
  FailureReason?: string | undefined;
  CreationTime: Date | undefined;
  LastModifiedTime: Date | undefined;
}
export interface DescribeHubContentRequest {
  HubName: string | undefined;
  HubContentType: HubContentType | undefined;
  HubContentName: string | undefined;
  HubContentVersion?: string | undefined;
}
export interface HubContentDependency {
  DependencyOriginPath?: string | undefined;
  DependencyCopyPath?: string | undefined;
}
export interface DescribeHubContentResponse {
  HubContentName: string | undefined;
  HubContentArn: string | undefined;
  HubContentVersion: string | undefined;
  HubContentType: HubContentType | undefined;
  DocumentSchemaVersion: string | undefined;
  HubName: string | undefined;
  HubArn: string | undefined;
  HubContentDisplayName?: string | undefined;
  HubContentDescription?: string | undefined;
  HubContentMarkdown?: string | undefined;
  HubContentDocument: string | undefined;
  SageMakerPublicHubContentArn?: string | undefined;
  ReferenceMinVersion?: string | undefined;
  SupportStatus?: HubContentSupportStatus | undefined;
  HubContentSearchKeywords?: string[] | undefined;
  HubContentDependencies?: HubContentDependency[] | undefined;
  HubContentStatus: HubContentStatus | undefined;
  FailureReason?: string | undefined;
  CreationTime: Date | undefined;
  LastModifiedTime?: Date | undefined;
}
export interface DescribeHumanTaskUiRequest {
  HumanTaskUiName: string | undefined;
}
export interface UiTemplateInfo {
  Url?: string | undefined;
  ContentSha256?: string | undefined;
}
export interface DescribeHumanTaskUiResponse {
  HumanTaskUiArn: string | undefined;
  HumanTaskUiName: string | undefined;
  HumanTaskUiStatus?: HumanTaskUiStatus | undefined;
  CreationTime: Date | undefined;
  UiTemplate: UiTemplateInfo | undefined;
}
export interface DescribeHyperParameterTuningJobRequest {
  HyperParameterTuningJobName: string | undefined;
}
export interface FinalHyperParameterTuningJobObjectiveMetric {
  Type?: HyperParameterTuningJobObjectiveType | undefined;
  MetricName: string | undefined;
  Value: number | undefined;
}
export interface HyperParameterTrainingJobSummary {
  TrainingJobDefinitionName?: string | undefined;
  TrainingJobName: string | undefined;
  TrainingJobArn: string | undefined;
  TuningJobName?: string | undefined;
  CreationTime: Date | undefined;
  TrainingStartTime?: Date | undefined;
  TrainingEndTime?: Date | undefined;
  TrainingJobStatus: TrainingJobStatus | undefined;
  TunedHyperParameters: Record<string, string> | undefined;
  FailureReason?: string | undefined;
  FinalHyperParameterTuningJobObjectiveMetric?:
    | FinalHyperParameterTuningJobObjectiveMetric
    | undefined;
  ObjectiveStatus?: ObjectiveStatus | undefined;
}
export interface HyperParameterTuningJobConsumedResources {
  RuntimeInSeconds?: number | undefined;
}
export interface ObjectiveStatusCounters {
  Succeeded?: number | undefined;
  Pending?: number | undefined;
  Failed?: number | undefined;
}
export interface TrainingJobStatusCounters {
  Completed?: number | undefined;
  InProgress?: number | undefined;
  RetryableError?: number | undefined;
  NonRetryableError?: number | undefined;
  Stopped?: number | undefined;
}
export interface HyperParameterTuningJobCompletionDetails {
  NumberOfTrainingJobsObjectiveNotImproving?: number | undefined;
  ConvergenceDetectedTime?: Date | undefined;
}
export interface DescribeHyperParameterTuningJobResponse {
  HyperParameterTuningJobName: string | undefined;
  HyperParameterTuningJobArn: string | undefined;
  HyperParameterTuningJobConfig: HyperParameterTuningJobConfig | undefined;
  TrainingJobDefinition?: HyperParameterTrainingJobDefinition | undefined;
  TrainingJobDefinitions?: HyperParameterTrainingJobDefinition[] | undefined;
  HyperParameterTuningJobStatus: HyperParameterTuningJobStatus | undefined;
  CreationTime: Date | undefined;
  HyperParameterTuningEndTime?: Date | undefined;
  LastModifiedTime?: Date | undefined;
  TrainingJobStatusCounters: TrainingJobStatusCounters | undefined;
  ObjectiveStatusCounters: ObjectiveStatusCounters | undefined;
  BestTrainingJob?: HyperParameterTrainingJobSummary | undefined;
  OverallBestTrainingJob?: HyperParameterTrainingJobSummary | undefined;
  WarmStartConfig?: HyperParameterTuningJobWarmStartConfig | undefined;
  Autotune?: Autotune | undefined;
  FailureReason?: string | undefined;
  TuningJobCompletionDetails?:
    | HyperParameterTuningJobCompletionDetails
    | undefined;
  ConsumedResources?: HyperParameterTuningJobConsumedResources | undefined;
}
export interface DescribeImageRequest {
  ImageName: string | undefined;
}
export interface DescribeImageResponse {
  CreationTime?: Date | undefined;
  Description?: string | undefined;
  DisplayName?: string | undefined;
  FailureReason?: string | undefined;
  ImageArn?: string | undefined;
  ImageName?: string | undefined;
  ImageStatus?: ImageStatus | undefined;
  LastModifiedTime?: Date | undefined;
  RoleArn?: string | undefined;
}
