Module: Aws::SageMaker::Types

Defined in:
lib/aws-sdk-sagemaker/types.rb

Defined Under Namespace

Classes: AcceleratorPartitionConfig, ActionSource, ActionSummary, AddAssociationRequest, AddAssociationResponse, AddClusterNodeSpecification, AddTagsInput, AddTagsOutput, AdditionalEnis, AdditionalInferenceSpecificationDefinition, AdditionalModelDataSource, AdditionalS3DataSource, AgentVersion, Alarm, AlarmDetails, AlgorithmSpecification, AlgorithmStatusDetails, AlgorithmStatusItem, AlgorithmSummary, AlgorithmValidationProfile, AlgorithmValidationSpecification, AmazonQSettings, AnnotationConsolidationConfig, AppDetails, AppImageConfigDetails, AppLifecycleManagement, AppSpecification, ArtifactSource, ArtifactSourceType, ArtifactSummary, AssociateTrialComponentRequest, AssociateTrialComponentResponse, AssociationInfo, AssociationSummary, AsyncInferenceClientConfig, AsyncInferenceConfig, AsyncInferenceNotificationConfig, AsyncInferenceOutputConfig, AthenaDatasetDefinition, AttachClusterNodeVolumeRequest, AttachClusterNodeVolumeResponse, AuthorizedUrl, AutoMLAlgorithmConfig, AutoMLCandidate, AutoMLCandidateGenerationConfig, AutoMLCandidateStep, AutoMLChannel, AutoMLComputeConfig, AutoMLContainerDefinition, AutoMLDataSource, AutoMLDataSplitConfig, AutoMLJobArtifacts, AutoMLJobChannel, AutoMLJobCompletionCriteria, AutoMLJobConfig, AutoMLJobObjective, AutoMLJobStepMetadata, AutoMLJobSummary, AutoMLOutputDataConfig, AutoMLPartialFailureReason, AutoMLProblemTypeConfig, AutoMLProblemTypeResolvedAttributes, AutoMLResolvedAttributes, AutoMLS3DataSource, AutoMLSecurityConfig, AutoParameter, AutoRollbackConfig, Autotune, AvailableUpgrade, BaseModel, BatchAddClusterNodesError, BatchAddClusterNodesRequest, BatchAddClusterNodesResponse, BatchDataCaptureConfig, BatchDeleteClusterNodeLogicalIdsError, BatchDeleteClusterNodesError, BatchDeleteClusterNodesRequest, BatchDeleteClusterNodesResponse, BatchDescribeModelPackageError, BatchDescribeModelPackageInput, BatchDescribeModelPackageOutput, BatchDescribeModelPackageSummary, BatchRebootClusterNodeLogicalIdsError, BatchRebootClusterNodesError, BatchRebootClusterNodesRequest, BatchRebootClusterNodesResponse, BatchReplaceClusterNodeLogicalIdsError, BatchReplaceClusterNodesError, BatchReplaceClusterNodesRequest, BatchReplaceClusterNodesResponse, BatchTransformInput, BedrockCustomModelDeploymentMetadata, BedrockCustomModelMetadata, BedrockModelImportMetadata, BedrockProvisionedModelThroughputMetadata, BestObjectiveNotImproving, Bias, BlueGreenUpdatePolicy, CacheHitResult, CallbackStepMetadata, CandidateArtifactLocations, CandidateGenerationConfig, CandidateProperties, CanvasAppSettings, CapacityReservation, CapacitySize, CapacitySizeConfig, CaptureContentTypeHeader, CaptureOption, CategoricalParameter, CategoricalParameterRange, CategoricalParameterRangeSpecification, CfnCreateTemplateProvider, CfnStackCreateParameter, CfnStackDetail, CfnStackParameter, CfnStackUpdateParameter, CfnTemplateProviderDetail, CfnUpdateTemplateProvider, Channel, ChannelSpecification, CheckpointConfig, ClarifyCheckStepMetadata, ClarifyExplainerConfig, ClarifyInferenceConfig, ClarifyShapBaselineConfig, ClarifyShapConfig, ClarifyTextConfig, ClusterAutoScalingConfig, ClusterAutoScalingConfigOutput, ClusterCapacityRequirements, ClusterEbsVolumeConfig, ClusterEventDetail, ClusterEventSummary, ClusterFsxLustreConfig, ClusterFsxOpenZfsConfig, ClusterInstanceGroupDetails, ClusterInstanceGroupSpecification, ClusterInstancePlacement, ClusterInstanceRequirementDetails, ClusterInstanceRequirements, ClusterInstanceStatusDetails, ClusterInstanceStorageConfig, ClusterInstanceTypeDetail, ClusterKubernetesConfig, ClusterKubernetesConfigDetails, ClusterKubernetesConfigNodeDetails, ClusterKubernetesTaint, ClusterLifeCycleConfig, ClusterMetadata, ClusterNetworkInterface, ClusterNetworkInterfaceDetails, ClusterNodeDetails, ClusterNodeSummary, ClusterOnDemandOptions, ClusterOrchestrator, ClusterOrchestratorEksConfig, ClusterOrchestratorSlurmConfig, ClusterRestrictedInstanceGroupDetails, ClusterRestrictedInstanceGroupSpecification, ClusterSchedulerConfigSummary, ClusterSlurmConfig, ClusterSlurmConfigDetails, ClusterSpotOptions, ClusterSummary, ClusterTieredStorageConfig, CodeEditorAppImageConfig, CodeEditorAppSettings, CodeRepository, CodeRepositorySummary, CognitoConfig, CognitoMemberDefinition, CollectionConfig, CollectionConfiguration, CompilationJobSummary, ComputeQuotaConfig, ComputeQuotaResourceConfig, ComputeQuotaSummary, ComputeQuotaTarget, ConditionStepMetadata, ConflictException, ContainerConfig, ContainerDefinition, ContextSource, ContextSummary, ContinuousParameterRange, ContinuousParameterRangeSpecification, ConvergenceDetected, CreateActionRequest, CreateActionResponse, CreateAlgorithmInput, CreateAlgorithmOutput, CreateAppImageConfigRequest, CreateAppImageConfigResponse, CreateAppRequest, CreateAppResponse, CreateArtifactRequest, CreateArtifactResponse, CreateAutoMLJobRequest, CreateAutoMLJobResponse, CreateAutoMLJobV2Request, CreateAutoMLJobV2Response, CreateClusterRequest, CreateClusterResponse, CreateClusterSchedulerConfigRequest, CreateClusterSchedulerConfigResponse, CreateCodeRepositoryInput, CreateCodeRepositoryOutput, CreateCompilationJobRequest, CreateCompilationJobResponse, CreateComputeQuotaRequest, CreateComputeQuotaResponse, CreateContextRequest, CreateContextResponse, CreateDataQualityJobDefinitionRequest, CreateDataQualityJobDefinitionResponse, CreateDeviceFleetRequest, CreateDomainRequest, CreateDomainResponse, CreateEdgeDeploymentPlanRequest, CreateEdgeDeploymentPlanResponse, CreateEdgeDeploymentStageRequest, CreateEdgePackagingJobRequest, CreateEndpointConfigInput, CreateEndpointConfigOutput, CreateEndpointInput, CreateEndpointOutput, CreateExperimentRequest, CreateExperimentResponse, CreateFeatureGroupRequest, CreateFeatureGroupResponse, CreateFlowDefinitionRequest, CreateFlowDefinitionResponse, CreateHubContentPresignedUrlsRequest, CreateHubContentPresignedUrlsResponse, CreateHubContentReferenceRequest, CreateHubContentReferenceResponse, CreateHubRequest, CreateHubResponse, CreateHumanTaskUiRequest, CreateHumanTaskUiResponse, CreateHyperParameterTuningJobRequest, CreateHyperParameterTuningJobResponse, CreateImageRequest, CreateImageResponse, CreateImageVersionRequest, CreateImageVersionResponse, CreateInferenceComponentInput, CreateInferenceComponentOutput, CreateInferenceExperimentRequest, CreateInferenceExperimentResponse, CreateInferenceRecommendationsJobRequest, CreateInferenceRecommendationsJobResponse, CreateLabelingJobRequest, CreateLabelingJobResponse, CreateMlflowAppRequest, CreateMlflowAppResponse, CreateMlflowTrackingServerRequest, CreateMlflowTrackingServerResponse, CreateModelBiasJobDefinitionRequest, CreateModelBiasJobDefinitionResponse, CreateModelCardExportJobRequest, CreateModelCardExportJobResponse, CreateModelCardRequest, CreateModelCardResponse, CreateModelExplainabilityJobDefinitionRequest, CreateModelExplainabilityJobDefinitionResponse, CreateModelInput, CreateModelOutput, CreateModelPackageGroupInput, CreateModelPackageGroupOutput, CreateModelPackageInput, CreateModelPackageOutput, CreateModelQualityJobDefinitionRequest, CreateModelQualityJobDefinitionResponse, CreateMonitoringScheduleRequest, CreateMonitoringScheduleResponse, CreateNotebookInstanceInput, CreateNotebookInstanceLifecycleConfigInput, CreateNotebookInstanceLifecycleConfigOutput, CreateNotebookInstanceOutput, CreateOptimizationJobRequest, CreateOptimizationJobResponse, CreatePartnerAppPresignedUrlRequest, CreatePartnerAppPresignedUrlResponse, CreatePartnerAppRequest, CreatePartnerAppResponse, CreatePipelineRequest, CreatePipelineResponse, CreatePresignedDomainUrlRequest, CreatePresignedDomainUrlResponse, CreatePresignedMlflowAppUrlRequest, CreatePresignedMlflowAppUrlResponse, CreatePresignedMlflowTrackingServerUrlRequest, CreatePresignedMlflowTrackingServerUrlResponse, CreatePresignedNotebookInstanceUrlInput, CreatePresignedNotebookInstanceUrlOutput, CreateProcessingJobRequest, CreateProcessingJobResponse, CreateProjectInput, CreateProjectOutput, CreateSpaceRequest, CreateSpaceResponse, CreateStudioLifecycleConfigRequest, CreateStudioLifecycleConfigResponse, CreateTemplateProvider, CreateTrainingJobRequest, CreateTrainingJobResponse, CreateTrainingPlanRequest, CreateTrainingPlanResponse, CreateTransformJobRequest, CreateTransformJobResponse, CreateTrialComponentRequest, CreateTrialComponentResponse, CreateTrialRequest, CreateTrialResponse, CreateUserProfileRequest, CreateUserProfileResponse, CreateWorkforceRequest, CreateWorkforceResponse, CreateWorkteamRequest, CreateWorkteamResponse, CustomFileSystem, CustomFileSystemConfig, CustomImage, CustomPosixUserConfig, CustomizedMetricSpecification, DataCaptureConfig, DataCaptureConfigSummary, DataCatalogConfig, DataProcessing, DataQualityAppSpecification, DataQualityBaselineConfig, DataQualityJobInput, DataSource, DatasetDefinition, DatasetSource, DebugHookConfig, DebugRuleConfiguration, DebugRuleEvaluationStatus, DefaultEbsStorageSettings, DefaultSpaceSettings, DefaultSpaceStorageSettings, DeleteActionRequest, DeleteActionResponse, DeleteAlgorithmInput, DeleteAppImageConfigRequest, DeleteAppRequest, DeleteArtifactRequest, DeleteArtifactResponse, DeleteAssociationRequest, DeleteAssociationResponse, DeleteClusterRequest, DeleteClusterResponse, DeleteClusterSchedulerConfigRequest, DeleteCodeRepositoryInput, DeleteCompilationJobRequest, DeleteComputeQuotaRequest, DeleteContextRequest, DeleteContextResponse, DeleteDataQualityJobDefinitionRequest, DeleteDeviceFleetRequest, DeleteDomainRequest, DeleteEdgeDeploymentPlanRequest, DeleteEdgeDeploymentStageRequest, DeleteEndpointConfigInput, DeleteEndpointInput, DeleteExperimentRequest, DeleteExperimentResponse, DeleteFeatureGroupRequest, DeleteFlowDefinitionRequest, DeleteFlowDefinitionResponse, DeleteHubContentReferenceRequest, DeleteHubContentRequest, DeleteHubRequest, DeleteHumanTaskUiRequest, DeleteHumanTaskUiResponse, DeleteHyperParameterTuningJobRequest, DeleteImageRequest, DeleteImageResponse, DeleteImageVersionRequest, DeleteImageVersionResponse, DeleteInferenceComponentInput, DeleteInferenceExperimentRequest, DeleteInferenceExperimentResponse, DeleteMlflowAppRequest, DeleteMlflowAppResponse, DeleteMlflowTrackingServerRequest, DeleteMlflowTrackingServerResponse, DeleteModelBiasJobDefinitionRequest, DeleteModelCardRequest, DeleteModelExplainabilityJobDefinitionRequest, DeleteModelInput, DeleteModelPackageGroupInput, DeleteModelPackageGroupPolicyInput, DeleteModelPackageInput, DeleteModelQualityJobDefinitionRequest, DeleteMonitoringScheduleRequest, DeleteNotebookInstanceInput, DeleteNotebookInstanceLifecycleConfigInput, DeleteOptimizationJobRequest, DeletePartnerAppRequest, DeletePartnerAppResponse, DeletePipelineRequest, DeletePipelineResponse, DeleteProcessingJobRequest, DeleteProjectInput, DeleteSpaceRequest, DeleteStudioLifecycleConfigRequest, DeleteTagsInput, DeleteTagsOutput, DeleteTrainingJobRequest, DeleteTrialComponentRequest, DeleteTrialComponentResponse, DeleteTrialRequest, DeleteTrialResponse, DeleteUserProfileRequest, DeleteWorkforceRequest, DeleteWorkforceResponse, DeleteWorkteamRequest, DeleteWorkteamResponse, DeployedImage, DeploymentConfig, DeploymentConfiguration, DeploymentRecommendation, DeploymentStage, DeploymentStageStatusSummary, DeregisterDevicesRequest, DerivedInformation, DescribeActionRequest, DescribeActionResponse, DescribeAlgorithmInput, DescribeAlgorithmOutput, DescribeAppImageConfigRequest, DescribeAppImageConfigResponse, DescribeAppRequest, DescribeAppResponse, DescribeArtifactRequest, DescribeArtifactResponse, DescribeAutoMLJobRequest, DescribeAutoMLJobResponse, DescribeAutoMLJobV2Request, DescribeAutoMLJobV2Response, DescribeClusterEventRequest, DescribeClusterEventResponse, DescribeClusterNodeRequest, DescribeClusterNodeResponse, DescribeClusterRequest, DescribeClusterResponse, DescribeClusterSchedulerConfigRequest, DescribeClusterSchedulerConfigResponse, DescribeCodeRepositoryInput, DescribeCodeRepositoryOutput, DescribeCompilationJobRequest, DescribeCompilationJobResponse, DescribeComputeQuotaRequest, DescribeComputeQuotaResponse, DescribeContextRequest, DescribeContextResponse, DescribeDataQualityJobDefinitionRequest, DescribeDataQualityJobDefinitionResponse, DescribeDeviceFleetRequest, DescribeDeviceFleetResponse, DescribeDeviceRequest, DescribeDeviceResponse, DescribeDomainRequest, DescribeDomainResponse, DescribeEdgeDeploymentPlanRequest, DescribeEdgeDeploymentPlanResponse, DescribeEdgePackagingJobRequest, DescribeEdgePackagingJobResponse, DescribeEndpointConfigInput, DescribeEndpointConfigOutput, DescribeEndpointInput, DescribeEndpointOutput, DescribeExperimentRequest, DescribeExperimentResponse, DescribeFeatureGroupRequest, DescribeFeatureGroupResponse, DescribeFeatureMetadataRequest, DescribeFeatureMetadataResponse, DescribeFlowDefinitionRequest, DescribeFlowDefinitionResponse, DescribeHubContentRequest, DescribeHubContentResponse, DescribeHubRequest, DescribeHubResponse, DescribeHumanTaskUiRequest, DescribeHumanTaskUiResponse, DescribeHyperParameterTuningJobRequest, DescribeHyperParameterTuningJobResponse, DescribeImageRequest, DescribeImageResponse, DescribeImageVersionRequest, DescribeImageVersionResponse, DescribeInferenceComponentInput, DescribeInferenceComponentOutput, DescribeInferenceExperimentRequest, DescribeInferenceExperimentResponse, DescribeInferenceRecommendationsJobRequest, DescribeInferenceRecommendationsJobResponse, DescribeLabelingJobRequest, DescribeLabelingJobResponse, DescribeLineageGroupRequest, DescribeLineageGroupResponse, DescribeMlflowAppRequest, DescribeMlflowAppResponse, DescribeMlflowTrackingServerRequest, DescribeMlflowTrackingServerResponse, DescribeModelBiasJobDefinitionRequest, DescribeModelBiasJobDefinitionResponse, DescribeModelCardExportJobRequest, DescribeModelCardExportJobResponse, DescribeModelCardRequest, DescribeModelCardResponse, DescribeModelExplainabilityJobDefinitionRequest, DescribeModelExplainabilityJobDefinitionResponse, DescribeModelInput, DescribeModelOutput, DescribeModelPackageGroupInput, DescribeModelPackageGroupOutput, DescribeModelPackageInput, DescribeModelPackageOutput, DescribeModelQualityJobDefinitionRequest, DescribeModelQualityJobDefinitionResponse, DescribeMonitoringScheduleRequest, DescribeMonitoringScheduleResponse, DescribeNotebookInstanceInput, DescribeNotebookInstanceLifecycleConfigInput, DescribeNotebookInstanceLifecycleConfigOutput, DescribeNotebookInstanceOutput, DescribeOptimizationJobRequest, DescribeOptimizationJobResponse, DescribePartnerAppRequest, DescribePartnerAppResponse, DescribePipelineDefinitionForExecutionRequest, DescribePipelineDefinitionForExecutionResponse, DescribePipelineExecutionRequest, DescribePipelineExecutionResponse, DescribePipelineRequest, DescribePipelineResponse, DescribeProcessingJobRequest, DescribeProcessingJobResponse, DescribeProjectInput, DescribeProjectOutput, DescribeReservedCapacityRequest, DescribeReservedCapacityResponse, DescribeSpaceRequest, DescribeSpaceResponse, DescribeStudioLifecycleConfigRequest, DescribeStudioLifecycleConfigResponse, DescribeSubscribedWorkteamRequest, DescribeSubscribedWorkteamResponse, DescribeTrainingJobRequest, DescribeTrainingJobResponse, DescribeTrainingPlanExtensionHistoryRequest, DescribeTrainingPlanExtensionHistoryResponse, DescribeTrainingPlanRequest, DescribeTrainingPlanResponse, DescribeTransformJobRequest, DescribeTransformJobResponse, DescribeTrialComponentRequest, DescribeTrialComponentResponse, DescribeTrialRequest, DescribeTrialResponse, DescribeUserProfileRequest, DescribeUserProfileResponse, DescribeWorkforceRequest, DescribeWorkforceResponse, DescribeWorkteamRequest, DescribeWorkteamResponse, DesiredWeightAndCapacity, DetachClusterNodeVolumeRequest, DetachClusterNodeVolumeResponse, Device, DeviceDeploymentSummary, DeviceFleetSummary, DeviceSelectionConfig, DeviceStats, DeviceSummary, DirectDeploySettings, DisableSagemakerServicecatalogPortfolioInput, DisableSagemakerServicecatalogPortfolioOutput, DisassociateTrialComponentRequest, DisassociateTrialComponentResponse, DockerSettings, DomainDetails, DomainSettings, DomainSettingsForUpdate, DriftCheckBaselines, DriftCheckBias, DriftCheckExplainability, DriftCheckModelDataQuality, DriftCheckModelQuality, DynamicScalingConfiguration, EFSFileSystem, EFSFileSystemConfig, EMRStepMetadata, EbsStorageSettings, Ec2CapacityReservation, Edge, EdgeDeploymentConfig, EdgeDeploymentModelConfig, EdgeDeploymentPlanSummary, EdgeDeploymentStatus, EdgeModel, EdgeModelStat, EdgeModelSummary, EdgeOutputConfig, EdgePackagingJobSummary, EdgePresetDeploymentOutput, EmrServerlessComputeConfig, EmrServerlessSettings, EmrSettings, EnableSagemakerServicecatalogPortfolioInput, EnableSagemakerServicecatalogPortfolioOutput, Endpoint, EndpointConfigStepMetadata, EndpointConfigSummary, EndpointInfo, EndpointInput, EndpointInputConfiguration, EndpointMetadata, EndpointOutputConfiguration, EndpointPerformance, EndpointStepMetadata, EndpointSummary, EnvironmentConfig, EnvironmentConfigDetails, EnvironmentParameter, EnvironmentParameterRanges, ErrorInfo, EventDetails, EventMetadata, Experiment, ExperimentConfig, ExperimentSource, ExperimentSummary, Explainability, ExplainerConfig, ExtendTrainingPlanRequest, ExtendTrainingPlanResponse, FSxLustreConfig, FSxLustreFileSystem, FSxLustreFileSystemConfig, FailStepMetadata, FeatureDefinition, FeatureGroup, FeatureGroupSummary, FeatureMetadata, FeatureParameter, FileSource, FileSystemConfig, FileSystemDataSource, Filter, FinalAutoMLJobObjectiveMetric, FinalHyperParameterTuningJobObjectiveMetric, FlowDefinitionOutputConfig, FlowDefinitionSummary, GenerativeAiSettings, GetDeviceFleetReportRequest, GetDeviceFleetReportResponse, GetLineageGroupPolicyRequest, GetLineageGroupPolicyResponse, GetModelPackageGroupPolicyInput, GetModelPackageGroupPolicyOutput, GetSagemakerServicecatalogPortfolioStatusInput, GetSagemakerServicecatalogPortfolioStatusOutput, GetScalingConfigurationRecommendationRequest, GetScalingConfigurationRecommendationResponse, GetSearchSuggestionsRequest, GetSearchSuggestionsResponse, GitConfig, GitConfigForUpdate, HiddenSageMakerImage, HolidayConfigAttributes, HubAccessConfig, HubContentDependency, HubContentInfo, HubInfo, HubS3StorageConfig, HumanLoopActivationConditionsConfig, HumanLoopActivationConfig, HumanLoopConfig, HumanLoopRequestSource, HumanTaskConfig, HumanTaskUiSummary, HyperParameterAlgorithmSpecification, HyperParameterSpecification, HyperParameterTrainingJobDefinition, HyperParameterTrainingJobSummary, HyperParameterTuningInstanceConfig, HyperParameterTuningJobCompletionDetails, HyperParameterTuningJobConfig, HyperParameterTuningJobConsumedResources, HyperParameterTuningJobObjective, HyperParameterTuningJobSearchEntity, HyperParameterTuningJobStrategyConfig, HyperParameterTuningJobSummary, HyperParameterTuningJobWarmStartConfig, HyperParameterTuningResourceConfig, HyperbandStrategyConfig, IamIdentity, IamPolicyConstraints, IdentityProviderOAuthSetting, IdleSettings, Image, ImageClassificationJobConfig, ImageConfig, ImageVersion, ImportHubContentRequest, ImportHubContentResponse, InferenceComponentAvailabilityZoneBalance, InferenceComponentCapacitySize, InferenceComponentComputeResourceRequirements, InferenceComponentContainerSpecification, InferenceComponentContainerSpecificationSummary, InferenceComponentDataCacheConfig, InferenceComponentDataCacheConfigSummary, InferenceComponentDeploymentConfig, InferenceComponentMetadata, InferenceComponentRollingUpdatePolicy, InferenceComponentRuntimeConfig, InferenceComponentRuntimeConfigSummary, InferenceComponentSchedulingConfig, InferenceComponentSpecification, InferenceComponentSpecificationSummary, InferenceComponentStartupParameters, InferenceComponentSummary, InferenceExecutionConfig, InferenceExperimentDataStorageConfig, InferenceExperimentSchedule, InferenceExperimentSummary, InferenceHubAccessConfig, InferenceMetrics, InferenceRecommendation, InferenceRecommendationsJob, InferenceRecommendationsJobStep, InferenceSpecification, InfraCheckConfig, InputConfig, InstanceGroup, InstanceGroupHealthCheckConfiguration, InstanceGroupMetadata, InstanceGroupScalingMetadata, InstanceMetadata, InstanceMetadataServiceConfiguration, InstancePlacementConfig, IntegerParameterRange, IntegerParameterRangeSpecification, JupyterLabAppImageConfig, JupyterLabAppSettings, JupyterServerAppSettings, KendraSettings, KernelGatewayAppSettings, KernelGatewayImageConfig, KernelSpec, LabelCounters, LabelCountersForWorkteam, LabelingJobAlgorithmsConfig, LabelingJobDataAttributes, LabelingJobDataSource, LabelingJobForWorkteamSummary, LabelingJobInputConfig, LabelingJobOutput, LabelingJobOutputConfig, LabelingJobResourceConfig, LabelingJobS3DataSource, LabelingJobSnsDataSource, LabelingJobStoppingConditions, LabelingJobSummary, LambdaStepMetadata, LastUpdateStatus, LineageGroupSummary, LineageMetadata, ListActionsRequest, ListActionsResponse, ListAlgorithmsInput, ListAlgorithmsOutput, ListAliasesRequest, ListAliasesResponse, ListAppImageConfigsRequest, ListAppImageConfigsResponse, ListAppsRequest, ListAppsResponse, ListArtifactsRequest, ListArtifactsResponse, ListAssociationsRequest, ListAssociationsResponse, ListAutoMLJobsRequest, ListAutoMLJobsResponse, ListCandidatesForAutoMLJobRequest, ListCandidatesForAutoMLJobResponse, ListClusterEventsRequest, ListClusterEventsResponse, ListClusterNodesRequest, ListClusterNodesResponse, ListClusterSchedulerConfigsRequest, ListClusterSchedulerConfigsResponse, ListClustersRequest, ListClustersResponse, ListCodeRepositoriesInput, ListCodeRepositoriesOutput, ListCompilationJobsRequest, ListCompilationJobsResponse, ListComputeQuotasRequest, ListComputeQuotasResponse, ListContextsRequest, ListContextsResponse, ListDataQualityJobDefinitionsRequest, ListDataQualityJobDefinitionsResponse, ListDeviceFleetsRequest, ListDeviceFleetsResponse, ListDevicesRequest, ListDevicesResponse, ListDomainsRequest, ListDomainsResponse, ListEdgeDeploymentPlansRequest, ListEdgeDeploymentPlansResponse, ListEdgePackagingJobsRequest, ListEdgePackagingJobsResponse, ListEndpointConfigsInput, ListEndpointConfigsOutput, ListEndpointsInput, ListEndpointsOutput, ListExperimentsRequest, ListExperimentsResponse, ListFeatureGroupsRequest, ListFeatureGroupsResponse, ListFlowDefinitionsRequest, ListFlowDefinitionsResponse, ListHubContentVersionsRequest, ListHubContentVersionsResponse, ListHubContentsRequest, ListHubContentsResponse, ListHubsRequest, ListHubsResponse, ListHumanTaskUisRequest, ListHumanTaskUisResponse, ListHyperParameterTuningJobsRequest, ListHyperParameterTuningJobsResponse, ListImageVersionsRequest, ListImageVersionsResponse, ListImagesRequest, ListImagesResponse, ListInferenceComponentsInput, ListInferenceComponentsOutput, ListInferenceExperimentsRequest, ListInferenceExperimentsResponse, ListInferenceRecommendationsJobStepsRequest, ListInferenceRecommendationsJobStepsResponse, ListInferenceRecommendationsJobsRequest, ListInferenceRecommendationsJobsResponse, ListLabelingJobsForWorkteamRequest, ListLabelingJobsForWorkteamResponse, ListLabelingJobsRequest, ListLabelingJobsResponse, ListLineageGroupsRequest, ListLineageGroupsResponse, ListMlflowAppsRequest, ListMlflowAppsResponse, ListMlflowTrackingServersRequest, ListMlflowTrackingServersResponse, ListModelBiasJobDefinitionsRequest, ListModelBiasJobDefinitionsResponse, ListModelCardExportJobsRequest, ListModelCardExportJobsResponse, ListModelCardVersionsRequest, ListModelCardVersionsResponse, ListModelCardsRequest, ListModelCardsResponse, ListModelExplainabilityJobDefinitionsRequest, ListModelExplainabilityJobDefinitionsResponse, ListModelMetadataRequest, ListModelMetadataResponse, ListModelPackageGroupsInput, ListModelPackageGroupsOutput, ListModelPackagesInput, ListModelPackagesOutput, ListModelQualityJobDefinitionsRequest, ListModelQualityJobDefinitionsResponse, ListModelsInput, ListModelsOutput, ListMonitoringAlertHistoryRequest, ListMonitoringAlertHistoryResponse, ListMonitoringAlertsRequest, ListMonitoringAlertsResponse, ListMonitoringExecutionsRequest, ListMonitoringExecutionsResponse, ListMonitoringSchedulesRequest, ListMonitoringSchedulesResponse, ListNotebookInstanceLifecycleConfigsInput, ListNotebookInstanceLifecycleConfigsOutput, ListNotebookInstancesInput, ListNotebookInstancesOutput, ListOptimizationJobsRequest, ListOptimizationJobsResponse, ListPartnerAppsRequest, ListPartnerAppsResponse, ListPipelineExecutionStepsRequest, ListPipelineExecutionStepsResponse, ListPipelineExecutionsRequest, ListPipelineExecutionsResponse, ListPipelineParametersForExecutionRequest, ListPipelineParametersForExecutionResponse, ListPipelineVersionsRequest, ListPipelineVersionsResponse, ListPipelinesRequest, ListPipelinesResponse, ListProcessingJobsRequest, ListProcessingJobsResponse, ListProjectsInput, ListProjectsOutput, ListResourceCatalogsRequest, ListResourceCatalogsResponse, ListSpacesRequest, ListSpacesResponse, ListStageDevicesRequest, ListStageDevicesResponse, ListStudioLifecycleConfigsRequest, ListStudioLifecycleConfigsResponse, ListSubscribedWorkteamsRequest, ListSubscribedWorkteamsResponse, ListTagsInput, ListTagsOutput, ListTrainingJobsForHyperParameterTuningJobRequest, ListTrainingJobsForHyperParameterTuningJobResponse, ListTrainingJobsRequest, ListTrainingJobsResponse, ListTrainingPlansRequest, ListTrainingPlansResponse, ListTransformJobsRequest, ListTransformJobsResponse, ListTrialComponentsRequest, ListTrialComponentsResponse, ListTrialsRequest, ListTrialsResponse, ListUltraServersByReservedCapacityRequest, ListUltraServersByReservedCapacityResponse, ListUserProfilesRequest, ListUserProfilesResponse, ListWorkforcesRequest, ListWorkforcesResponse, ListWorkteamsRequest, ListWorkteamsResponse, MLflowConfiguration, MemberDefinition, MetadataProperties, MetricData, MetricDatum, MetricDefinition, MetricSpecification, MetricsConfig, MetricsSource, MlflowAppSummary, MlflowConfig, MlflowDetails, Model, ModelAccessConfig, ModelArtifacts, ModelBiasAppSpecification, ModelBiasBaselineConfig, ModelBiasJobInput, ModelCard, ModelCardExportArtifacts, ModelCardExportJobSummary, ModelCardExportOutputConfig, ModelCardSecurityConfig, ModelCardSummary, ModelCardVersionSummary, ModelClientConfig, ModelCompilationConfig, ModelConfiguration, ModelDashboardEndpoint, ModelDashboardIndicatorAction, ModelDashboardModel, ModelDashboardModelCard, ModelDashboardMonitoringSchedule, ModelDataQuality, ModelDataSource, ModelDeployConfig, ModelDeployResult, ModelDigests, ModelExplainabilityAppSpecification, ModelExplainabilityBaselineConfig, ModelExplainabilityJobInput, ModelInfrastructureConfig, ModelInput, ModelLatencyThreshold, ModelLifeCycle, ModelMetadataFilter, ModelMetadataSearchExpression, ModelMetadataSummary, ModelMetrics, ModelPackage, ModelPackageConfig, ModelPackageContainerDefinition, ModelPackageGroup, ModelPackageGroupSummary, ModelPackageModelCard, ModelPackageSecurityConfig, ModelPackageStatusDetails, ModelPackageStatusItem, ModelPackageSummary, ModelPackageValidationProfile, ModelPackageValidationSpecification, ModelQuality, ModelQualityAppSpecification, ModelQualityBaselineConfig, ModelQualityJobInput, ModelQuantizationConfig, ModelRegisterSettings, ModelShardingConfig, ModelSpeculativeDecodingConfig, ModelSpeculativeDecodingTrainingDataSource, ModelStepMetadata, ModelSummary, ModelVariantConfig, ModelVariantConfigSummary, MonitoringAlertActions, MonitoringAlertHistorySummary, MonitoringAlertSummary, MonitoringAppSpecification, MonitoringBaselineConfig, MonitoringClusterConfig, MonitoringConstraintsResource, MonitoringCsvDatasetFormat, MonitoringDatasetFormat, MonitoringExecutionSummary, MonitoringGroundTruthS3Input, MonitoringInput, MonitoringJobDefinition, MonitoringJobDefinitionSummary, MonitoringJsonDatasetFormat, MonitoringNetworkConfig, MonitoringOutput, MonitoringOutputConfig, MonitoringParquetDatasetFormat, MonitoringResources, MonitoringS3Output, MonitoringSchedule, MonitoringScheduleConfig, MonitoringScheduleSummary, MonitoringStatisticsResource, MonitoringStoppingCondition, MultiModelConfig, NeoVpcConfig, NestedFilters, NetworkConfig, NodeAdditionResult, NotebookInstanceLifecycleConfigSummary, NotebookInstanceLifecycleHook, NotebookInstanceSummary, NotificationConfiguration, ObjectiveStatusCounters, OfflineStoreConfig, OfflineStoreStatus, OidcConfig, OidcConfigForResponse, OidcMemberDefinition, OnlineStoreConfig, OnlineStoreConfigUpdate, OnlineStoreSecurityConfig, OptimizationConfig, OptimizationJobModelSource, OptimizationJobModelSourceS3, OptimizationJobOutputConfig, OptimizationJobSummary, OptimizationModelAccessConfig, OptimizationOutput, OptimizationSageMakerModel, OptimizationVpcConfig, OutputConfig, OutputDataConfig, OutputParameter, OwnershipSettings, OwnershipSettingsSummary, ParallelismConfiguration, Parameter, ParameterRange, ParameterRanges, Parent, ParentHyperParameterTuningJob, PartnerAppConfig, PartnerAppMaintenanceConfig, PartnerAppSummary, PendingDeploymentSummary, PendingProductionVariantSummary, Phase, Pipeline, PipelineDefinitionS3Location, PipelineExecution, PipelineExecutionStep, PipelineExecutionStepMetadata, PipelineExecutionSummary, PipelineExperimentConfig, PipelineSummary, PipelineVersion, PipelineVersionSummary, PlacementSpecification, PredefinedMetricSpecification, PresignedUrlAccessConfig, PriorityClass, ProcessingClusterConfig, ProcessingFeatureStoreOutput, ProcessingInput, ProcessingJob, ProcessingJobStepMetadata, ProcessingJobSummary, ProcessingOutput, ProcessingOutputConfig, ProcessingResources, ProcessingS3Input, ProcessingS3Output, ProcessingStoppingCondition, ProductionVariant, ProductionVariantCapacityReservationConfig, ProductionVariantCapacityReservationSummary, ProductionVariantCoreDumpConfig, ProductionVariantManagedInstanceScaling, ProductionVariantManagedInstanceScalingScaleInPolicy, ProductionVariantRoutingConfig, ProductionVariantServerlessConfig, ProductionVariantServerlessUpdateConfig, ProductionVariantStatus, ProductionVariantSummary, ProfilerConfig, ProfilerConfigForUpdate, ProfilerRuleConfiguration, ProfilerRuleEvaluationStatus, Project, ProjectSummary, PropertyNameQuery, PropertyNameSuggestion, ProvisioningParameter, PublicWorkforceTaskPrice, PutModelPackageGroupPolicyInput, PutModelPackageGroupPolicyOutput, QualityCheckStepMetadata, QueryFilters, QueryLineageRequest, QueryLineageResponse, RSessionAppSettings, RStudioServerProAppSettings, RStudioServerProDomainSettings, RStudioServerProDomainSettingsForUpdate, RealTimeInferenceConfig, RealTimeInferenceRecommendation, RecommendationJobCompiledOutputConfig, RecommendationJobContainerConfig, RecommendationJobInferenceBenchmark, RecommendationJobInputConfig, RecommendationJobOutputConfig, RecommendationJobPayloadConfig, RecommendationJobResourceLimit, RecommendationJobStoppingConditions, RecommendationJobVpcConfig, RecommendationMetrics, RedshiftDatasetDefinition, RegisterDevicesRequest, RegisterModelStepMetadata, RemoteDebugConfig, RemoteDebugConfigForUpdate, RenderUiTemplateRequest, RenderUiTemplateResponse, RenderableTask, RenderingError, RepositoryAuthConfig, ReservedCapacityOffering, ReservedCapacitySummary, ResolvedAttributes, ResourceCatalog, ResourceConfig, ResourceConfigForUpdate, ResourceInUse, ResourceLimitExceeded, ResourceLimits, ResourceNotFound, ResourceSharingConfig, ResourceSpec, RetentionPolicy, RetryPipelineExecutionRequest, RetryPipelineExecutionResponse, RetryStrategy, RoleGroupAssignment, RollingDeploymentPolicy, RollingUpdatePolicy, S3DataSource, S3FileSystem, S3FileSystemConfig, S3ModelDataSource, S3Presign, S3StorageConfig, ScalingPolicy, ScalingPolicyMetric, ScalingPolicyObjective, ScheduleConfig, ScheduledUpdateConfig, SchedulerConfig, SearchExpression, SearchRecord, SearchRequest, SearchResponse, SearchTrainingPlanOfferingsRequest, SearchTrainingPlanOfferingsResponse, SecondaryStatusTransition, SelectedStep, SelectiveExecutionConfig, SelectiveExecutionResult, SendPipelineExecutionStepFailureRequest, SendPipelineExecutionStepFailureResponse, SendPipelineExecutionStepSuccessRequest, SendPipelineExecutionStepSuccessResponse, ServerlessJobConfig, ServiceCatalogProvisionedProductDetails, ServiceCatalogProvisioningDetails, ServiceCatalogProvisioningUpdateDetails, SessionChainingConfig, ShadowModeConfig, ShadowModelVariantConfig, SharingSettings, ShuffleConfig, SourceAlgorithm, SourceAlgorithmSpecification, SourceIpConfig, SpaceAppLifecycleManagement, SpaceCodeEditorAppSettings, SpaceDetails, SpaceIdleSettings, SpaceJupyterLabAppSettings, SpaceSettings, SpaceSettingsSummary, SpaceSharingSettings, SpaceSharingSettingsSummary, SpaceStorageSettings, Stairs, StartClusterHealthCheckRequest, StartClusterHealthCheckResponse, StartEdgeDeploymentStageRequest, StartInferenceExperimentRequest, StartInferenceExperimentResponse, StartMlflowTrackingServerRequest, StartMlflowTrackingServerResponse, StartMonitoringScheduleRequest, StartNotebookInstanceInput, StartPipelineExecutionRequest, StartPipelineExecutionResponse, StartSessionRequest, StartSessionResponse, StopAutoMLJobRequest, StopCompilationJobRequest, StopEdgeDeploymentStageRequest, StopEdgePackagingJobRequest, StopHyperParameterTuningJobRequest, StopInferenceExperimentRequest, StopInferenceExperimentResponse, StopInferenceRecommendationsJobRequest, StopLabelingJobRequest, StopMlflowTrackingServerRequest, StopMlflowTrackingServerResponse, StopMonitoringScheduleRequest, StopNotebookInstanceInput, StopOptimizationJobRequest, StopPipelineExecutionRequest, StopPipelineExecutionResponse, StopProcessingJobRequest, StopTrainingJobRequest, StopTransformJobRequest, StoppingCondition, StudioLifecycleConfigDetails, StudioWebPortalSettings, SubscribedWorkteam, SuggestionQuery, TabularJobConfig, TabularResolvedAttributes, Tag, TargetPlatform, TargetTrackingScalingPolicyConfiguration, TemplateProviderDetail, TensorBoardAppSettings, TensorBoardOutputConfig, TextClassificationJobConfig, TextGenerationJobConfig, TextGenerationResolvedAttributes, ThroughputConfig, ThroughputConfigDescription, ThroughputConfigUpdate, TimeSeriesConfig, TimeSeriesForecastingJobConfig, TimeSeriesForecastingSettings, TimeSeriesTransformations, TotalHits, TrackingServerSummary, TrafficPattern, TrafficRoutingConfig, TrainingImageConfig, TrainingJob, TrainingJobDefinition, TrainingJobStatusCounters, TrainingJobStepMetadata, TrainingJobSummary, TrainingPlanExtension, TrainingPlanExtensionOffering, TrainingPlanFilter, TrainingPlanOffering, TrainingPlanSummary, TrainingProgressInfo, TrainingRepositoryAuthConfig, TrainingSpecification, TransformDataSource, TransformInput, TransformJob, TransformJobDefinition, TransformJobStepMetadata, TransformJobSummary, TransformOutput, TransformResources, TransformS3DataSource, Trial, TrialComponent, TrialComponentArtifact, TrialComponentMetricSummary, TrialComponentParameterValue, TrialComponentSimpleSummary, TrialComponentSource, TrialComponentSourceDetail, TrialComponentStatus, TrialComponentSummary, TrialSource, TrialSummary, TrustedIdentityPropagationSettings, TtlDuration, TuningJobCompletionCriteria, TuningJobStepMetaData, USD, UiConfig, UiTemplate, UiTemplateInfo, UltraServer, UltraServerInfo, UltraServerSummary, UnifiedStudioSettings, UpdateActionRequest, UpdateActionResponse, UpdateAppImageConfigRequest, UpdateAppImageConfigResponse, UpdateArtifactRequest, UpdateArtifactResponse, UpdateClusterRequest, UpdateClusterResponse, UpdateClusterSchedulerConfigRequest, UpdateClusterSchedulerConfigResponse, UpdateClusterSoftwareInstanceGroupSpecification, UpdateClusterSoftwareRequest, UpdateClusterSoftwareResponse, UpdateCodeRepositoryInput, UpdateCodeRepositoryOutput, UpdateComputeQuotaRequest, UpdateComputeQuotaResponse, UpdateContextRequest, UpdateContextResponse, UpdateDeviceFleetRequest, UpdateDevicesRequest, UpdateDomainRequest, UpdateDomainResponse, UpdateEndpointInput, UpdateEndpointOutput, UpdateEndpointWeightsAndCapacitiesInput, UpdateEndpointWeightsAndCapacitiesOutput, UpdateExperimentRequest, UpdateExperimentResponse, UpdateFeatureGroupRequest, UpdateFeatureGroupResponse, UpdateFeatureMetadataRequest, UpdateHubContentReferenceRequest, UpdateHubContentReferenceResponse, UpdateHubContentRequest, UpdateHubContentResponse, UpdateHubRequest, UpdateHubResponse, UpdateImageRequest, UpdateImageResponse, UpdateImageVersionRequest, UpdateImageVersionResponse, UpdateInferenceComponentInput, UpdateInferenceComponentOutput, UpdateInferenceComponentRuntimeConfigInput, UpdateInferenceComponentRuntimeConfigOutput, UpdateInferenceExperimentRequest, UpdateInferenceExperimentResponse, UpdateMlflowAppRequest, UpdateMlflowAppResponse, UpdateMlflowTrackingServerRequest, UpdateMlflowTrackingServerResponse, UpdateModelCardRequest, UpdateModelCardResponse, UpdateModelPackageInput, UpdateModelPackageOutput, UpdateMonitoringAlertRequest, UpdateMonitoringAlertResponse, UpdateMonitoringScheduleRequest, UpdateMonitoringScheduleResponse, UpdateNotebookInstanceInput, UpdateNotebookInstanceLifecycleConfigInput, UpdateNotebookInstanceLifecycleConfigOutput, UpdateNotebookInstanceOutput, UpdatePartnerAppRequest, UpdatePartnerAppResponse, UpdatePipelineExecutionRequest, UpdatePipelineExecutionResponse, UpdatePipelineRequest, UpdatePipelineResponse, UpdatePipelineVersionRequest, UpdatePipelineVersionResponse, UpdateProjectInput, UpdateProjectOutput, UpdateSpaceRequest, UpdateSpaceResponse, UpdateTemplateProvider, UpdateTrainingJobRequest, UpdateTrainingJobResponse, UpdateTrialComponentRequest, UpdateTrialComponentResponse, UpdateTrialRequest, UpdateTrialResponse, UpdateUserProfileRequest, UpdateUserProfileResponse, UpdateWorkforceRequest, UpdateWorkforceResponse, UpdateWorkteamRequest, UpdateWorkteamResponse, UserContext, UserProfileDetails, UserSettings, VariantProperty, VectorConfig, Vertex, VisibilityConditions, VpcConfig, WarmPoolStatus, WorkerAccessConfiguration, Workforce, WorkforceVpcConfigRequest, WorkforceVpcConfigResponse, WorkspaceSettings, Workteam

Instance Attribute Summary collapse

Instance Attribute Details

#cluster ⇒ Types::ClusterMetadata

Metadata specific to cluster-level events.

Returns:



24762
24763
24764
24765
24766
24767
24768
24769
24770
24771
24772
24773
24774
24775
24776
24777
 
# File 'lib/aws-sdk-sagemaker/types.rb', line 24762

class EventMetadata < Struct.new(
  :cluster,
  :instance_group,
  :instance_group_scaling,
  :instance,
  :unknown)
  SENSITIVE = []
  include Aws::Structure
  include Aws::Structure::Union

  class Cluster < EventMetadata; end
  class InstanceGroup < EventMetadata; end
  class InstanceGroupScaling < EventMetadata; end
  class Instance < EventMetadata; end
  class Unknown < EventMetadata; end
end

#customized ⇒ Types::CustomizedMetricSpecification

Information about a customized metric.

Returns:



37720
37721
37722
37723
37724
37725
37726
37727
37728
37729
37730
37731
 
# File 'lib/aws-sdk-sagemaker/types.rb', line 37720

class MetricSpecification < Struct.new(
  :predefined,
  :customized,
  :unknown)
  SENSITIVE = []
  include Aws::Structure
  include Aws::Structure::Union

  class Predefined < MetricSpecification; end
  class Customized < MetricSpecification; end
  class Unknown < MetricSpecification; end
end

#ebs_volume_config ⇒ Types::ClusterEbsVolumeConfig

Defines the configuration for attaching additional Amazon Elastic Block Store (EBS) volumes to the instances in the SageMaker HyperPod cluster instance group. The additional EBS volume is attached to each instance within the SageMaker HyperPod cluster instance group and mounted to ‘/opt/sagemaker`.

Returns:



6051
6052
6053
6054
6055
6056
6057
6058
6059
6060
6061
6062
6063
6064
 
# File 'lib/aws-sdk-sagemaker/types.rb', line 6051

class ClusterInstanceStorageConfig < Struct.new(
  :ebs_volume_config,
  :fsx_lustre_config,
  :fsx_open_zfs_config,
  :unknown)
  SENSITIVE = []
  include Aws::Structure
  include Aws::Structure::Union

  class EbsVolumeConfig < ClusterInstanceStorageConfig; end
  class FsxLustreConfig < ClusterInstanceStorageConfig; end
  class FsxOpenZfsConfig < ClusterInstanceStorageConfig; end
  class Unknown < ClusterInstanceStorageConfig; end
end

#efs_file_system ⇒ Types::EFSFileSystem

A custom file system in Amazon EFS.

Returns:



13651
13652
13653
13654
13655
13656
13657
13658
13659
13660
13661
13662
13663
13664
 
# File 'lib/aws-sdk-sagemaker/types.rb', line 13651

class CustomFileSystem < Struct.new(
  :efs_file_system,
  :f_sx_lustre_file_system,
  :s3_file_system,
  :unknown)
  SENSITIVE = []
  include Aws::Structure
  include Aws::Structure::Union

  class EfsFileSystem < CustomFileSystem; end
  class FSxLustreFileSystem < CustomFileSystem; end
  class S3FileSystem < CustomFileSystem; end
  class Unknown < CustomFileSystem; end
end

#efs_file_system_config ⇒ Types::EFSFileSystemConfig

The settings for a custom Amazon EFS file system.

Returns:



13688
13689
13690
13691
13692
13693
13694
13695
13696
13697
13698
13699
13700
13701
 
# File 'lib/aws-sdk-sagemaker/types.rb', line 13688

class CustomFileSystemConfig < Struct.new(
  :efs_file_system_config,
  :f_sx_lustre_file_system_config,
  :s3_file_system_config,
  :unknown)
  SENSITIVE = []
  include Aws::Structure
  include Aws::Structure::Union

  class EfsFileSystemConfig < CustomFileSystemConfig; end
  class FSxLustreFileSystemConfig < CustomFileSystemConfig; end
  class S3FileSystemConfig < CustomFileSystemConfig; end
  class Unknown < CustomFileSystemConfig; end
end

#f_sx_lustre_file_system ⇒ Types::FSxLustreFileSystem

A custom file system in Amazon FSx for Lustre.

Returns:



13651
13652
13653
13654
13655
13656
13657
13658
13659
13660
13661
13662
13663
13664
 
# File 'lib/aws-sdk-sagemaker/types.rb', line 13651

class CustomFileSystem < Struct.new(
  :efs_file_system,
  :f_sx_lustre_file_system,
  :s3_file_system,
  :unknown)
  SENSITIVE = []
  include Aws::Structure
  include Aws::Structure::Union

  class EfsFileSystem < CustomFileSystem; end
  class FSxLustreFileSystem < CustomFileSystem; end
  class S3FileSystem < CustomFileSystem; end
  class Unknown < CustomFileSystem; end
end

#f_sx_lustre_file_system_config ⇒ Types::FSxLustreFileSystemConfig

The settings for a custom Amazon FSx for Lustre file system.

Returns:



13688
13689
13690
13691
13692
13693
13694
13695
13696
13697
13698
13699
13700
13701
 
# File 'lib/aws-sdk-sagemaker/types.rb', line 13688

class CustomFileSystemConfig < Struct.new(
  :efs_file_system_config,
  :f_sx_lustre_file_system_config,
  :s3_file_system_config,
  :unknown)
  SENSITIVE = []
  include Aws::Structure
  include Aws::Structure::Union

  class EfsFileSystemConfig < CustomFileSystemConfig; end
  class FSxLustreFileSystemConfig < CustomFileSystemConfig; end
  class S3FileSystemConfig < CustomFileSystemConfig; end
  class Unknown < CustomFileSystemConfig; end
end

#fsx_lustre_config ⇒ Types::ClusterFsxLustreConfig

Defines the configuration for attaching an Amazon FSx for Lustre file system to the instances in the SageMaker HyperPod cluster instance group.

Returns:



6051
6052
6053
6054
6055
6056
6057
6058
6059
6060
6061
6062
6063
6064
 
# File 'lib/aws-sdk-sagemaker/types.rb', line 6051

class ClusterInstanceStorageConfig < Struct.new(
  :ebs_volume_config,
  :fsx_lustre_config,
  :fsx_open_zfs_config,
  :unknown)
  SENSITIVE = []
  include Aws::Structure
  include Aws::Structure::Union

  class EbsVolumeConfig < ClusterInstanceStorageConfig; end
  class FsxLustreConfig < ClusterInstanceStorageConfig; end
  class FsxOpenZfsConfig < ClusterInstanceStorageConfig; end
  class Unknown < ClusterInstanceStorageConfig; end
end

#fsx_open_zfs_config ⇒ Types::ClusterFsxOpenZfsConfig

Defines the configuration for attaching an Amazon FSx for OpenZFS file system to the instances in the SageMaker HyperPod cluster instance group.

Returns:



6051
6052
6053
6054
6055
6056
6057
6058
6059
6060
6061
6062
6063
6064
 
# File 'lib/aws-sdk-sagemaker/types.rb', line 6051

class ClusterInstanceStorageConfig < Struct.new(
  :ebs_volume_config,
  :fsx_lustre_config,
  :fsx_open_zfs_config,
  :unknown)
  SENSITIVE = []
  include Aws::Structure
  include Aws::Structure::Union

  class EbsVolumeConfig < ClusterInstanceStorageConfig; end
  class FsxLustreConfig < ClusterInstanceStorageConfig; end
  class FsxOpenZfsConfig < ClusterInstanceStorageConfig; end
  class Unknown < ClusterInstanceStorageConfig; end
end

#image_classification_job_config ⇒ Types::ImageClassificationJobConfig

Settings used to configure an AutoML job V2 for the image classification problem type.

Returns:



2896
2897
2898
2899
2900
2901
2902
2903
2904
2905
2906
2907
2908
2909
2910
2911
2912
2913
 
# File 'lib/aws-sdk-sagemaker/types.rb', line 2896

class AutoMLProblemTypeConfig < Struct.new(
  :image_classification_job_config,
  :text_classification_job_config,
  :time_series_forecasting_job_config,
  :tabular_job_config,
  :text_generation_job_config,
  :unknown)
  SENSITIVE = []
  include Aws::Structure
  include Aws::Structure::Union

  class ImageClassificationJobConfig < AutoMLProblemTypeConfig; end
  class TextClassificationJobConfig < AutoMLProblemTypeConfig; end
  class TimeSeriesForecastingJobConfig < AutoMLProblemTypeConfig; end
  class TabularJobConfig < AutoMLProblemTypeConfig; end
  class TextGenerationJobConfig < AutoMLProblemTypeConfig; end
  class Unknown < AutoMLProblemTypeConfig; end
end

#instance ⇒ Types::InstanceMetadata

Metadata specific to instance-level events.

Returns:



24762
24763
24764
24765
24766
24767
24768
24769
24770
24771
24772
24773
24774
24775
24776
24777
 
# File 'lib/aws-sdk-sagemaker/types.rb', line 24762

class EventMetadata < Struct.new(
  :cluster,
  :instance_group,
  :instance_group_scaling,
  :instance,
  :unknown)
  SENSITIVE = []
  include Aws::Structure
  include Aws::Structure::Union

  class Cluster < EventMetadata; end
  class InstanceGroup < EventMetadata; end
  class InstanceGroupScaling < EventMetadata; end
  class Instance < EventMetadata; end
  class Unknown < EventMetadata; end
end

#instance_group ⇒ Types::InstanceGroupMetadata

Metadata specific to instance group-level events.

Returns:



24762
24763
24764
24765
24766
24767
24768
24769
24770
24771
24772
24773
24774
24775
24776
24777
 
# File 'lib/aws-sdk-sagemaker/types.rb', line 24762

class EventMetadata < Struct.new(
  :cluster,
  :instance_group,
  :instance_group_scaling,
  :instance,
  :unknown)
  SENSITIVE = []
  include Aws::Structure
  include Aws::Structure::Union

  class Cluster < EventMetadata; end
  class InstanceGroup < EventMetadata; end
  class InstanceGroupScaling < EventMetadata; end
  class Instance < EventMetadata; end
  class Unknown < EventMetadata; end
end

#instance_group_scaling ⇒ Types::InstanceGroupScalingMetadata

Metadata related to instance group scaling events.

Returns:



24762
24763
24764
24765
24766
24767
24768
24769
24770
24771
24772
24773
24774
24775
24776
24777
 
# File 'lib/aws-sdk-sagemaker/types.rb', line 24762

class EventMetadata < Struct.new(
  :cluster,
  :instance_group,
  :instance_group_scaling,
  :instance,
  :unknown)
  SENSITIVE = []
  include Aws::Structure
  include Aws::Structure::Union

  class Cluster < EventMetadata; end
  class InstanceGroup < EventMetadata; end
  class InstanceGroupScaling < EventMetadata; end
  class Instance < EventMetadata; end
  class Unknown < EventMetadata; end
end

#model_compilation_config ⇒ Types::ModelCompilationConfig

Settings for the model compilation technique that’s applied by a model optimization job.

Returns:



41604
41605
41606
41607
41608
41609
41610
41611
41612
41613
41614
41615
41616
41617
41618
41619
 
# File 'lib/aws-sdk-sagemaker/types.rb', line 41604

class OptimizationConfig < Struct.new(
  :model_quantization_config,
  :model_compilation_config,
  :model_sharding_config,
  :model_speculative_decoding_config,
  :unknown)
  SENSITIVE = []
  include Aws::Structure
  include Aws::Structure::Union

  class ModelQuantizationConfig < OptimizationConfig; end
  class ModelCompilationConfig < OptimizationConfig; end
  class ModelShardingConfig < OptimizationConfig; end
  class ModelSpeculativeDecodingConfig < OptimizationConfig; end
  class Unknown < OptimizationConfig; end
end

#model_quantization_config ⇒ Types::ModelQuantizationConfig

Settings for the model quantization technique that’s applied by a model optimization job.

Returns:



41604
41605
41606
41607
41608
41609
41610
41611
41612
41613
41614
41615
41616
41617
41618
41619
 
# File 'lib/aws-sdk-sagemaker/types.rb', line 41604

class OptimizationConfig < Struct.new(
  :model_quantization_config,
  :model_compilation_config,
  :model_sharding_config,
  :model_speculative_decoding_config,
  :unknown)
  SENSITIVE = []
  include Aws::Structure
  include Aws::Structure::Union

  class ModelQuantizationConfig < OptimizationConfig; end
  class ModelCompilationConfig < OptimizationConfig; end
  class ModelShardingConfig < OptimizationConfig; end
  class ModelSpeculativeDecodingConfig < OptimizationConfig; end
  class Unknown < OptimizationConfig; end
end

#model_sharding_config ⇒ Types::ModelShardingConfig

Settings for the model sharding technique that’s applied by a model optimization job.

Returns:



41604
41605
41606
41607
41608
41609
41610
41611
41612
41613
41614
41615
41616
41617
41618
41619
 
# File 'lib/aws-sdk-sagemaker/types.rb', line 41604

class OptimizationConfig < Struct.new(
  :model_quantization_config,
  :model_compilation_config,
  :model_sharding_config,
  :model_speculative_decoding_config,
  :unknown)
  SENSITIVE = []
  include Aws::Structure
  include Aws::Structure::Union

  class ModelQuantizationConfig < OptimizationConfig; end
  class ModelCompilationConfig < OptimizationConfig; end
  class ModelShardingConfig < OptimizationConfig; end
  class ModelSpeculativeDecodingConfig < OptimizationConfig; end
  class Unknown < OptimizationConfig; end
end

#model_speculative_decoding_config ⇒ Types::ModelSpeculativeDecodingConfig

Settings for the model speculative decoding technique that’s applied by a model optimization job.

Returns:



41604
41605
41606
41607
41608
41609
41610
41611
41612
41613
41614
41615
41616
41617
41618
41619
 
# File 'lib/aws-sdk-sagemaker/types.rb', line 41604

class OptimizationConfig < Struct.new(
  :model_quantization_config,
  :model_compilation_config,
  :model_sharding_config,
  :model_speculative_decoding_config,
  :unknown)
  SENSITIVE = []
  include Aws::Structure
  include Aws::Structure::Union

  class ModelQuantizationConfig < OptimizationConfig; end
  class ModelCompilationConfig < OptimizationConfig; end
  class ModelShardingConfig < OptimizationConfig; end
  class ModelSpeculativeDecodingConfig < OptimizationConfig; end
  class Unknown < OptimizationConfig; end
end

#predefined ⇒ Types::PredefinedMetricSpecification

Information about a predefined metric.

Returns:



37720
37721
37722
37723
37724
37725
37726
37727
37728
37729
37730
37731
 
# File 'lib/aws-sdk-sagemaker/types.rb', line 37720

class MetricSpecification < Struct.new(
  :predefined,
  :customized,
  :unknown)
  SENSITIVE = []
  include Aws::Structure
  include Aws::Structure::Union

  class Predefined < MetricSpecification; end
  class Customized < MetricSpecification; end
  class Unknown < MetricSpecification; end
end

#s3_file_system ⇒ Types::S3FileSystem

A custom file system in Amazon S3. This is only supported in Amazon SageMaker Unified Studio.

Returns:



13651
13652
13653
13654
13655
13656
13657
13658
13659
13660
13661
13662
13663
13664
 
# File 'lib/aws-sdk-sagemaker/types.rb', line 13651

class CustomFileSystem < Struct.new(
  :efs_file_system,
  :f_sx_lustre_file_system,
  :s3_file_system,
  :unknown)
  SENSITIVE = []
  include Aws::Structure
  include Aws::Structure::Union

  class EfsFileSystem < CustomFileSystem; end
  class FSxLustreFileSystem < CustomFileSystem; end
  class S3FileSystem < CustomFileSystem; end
  class Unknown < CustomFileSystem; end
end

#s3_file_system_config ⇒ Types::S3FileSystemConfig

Configuration settings for a custom Amazon S3 file system.

Returns:



13688
13689
13690
13691
13692
13693
13694
13695
13696
13697
13698
13699
13700
13701
 
# File 'lib/aws-sdk-sagemaker/types.rb', line 13688

class CustomFileSystemConfig < Struct.new(
  :efs_file_system_config,
  :f_sx_lustre_file_system_config,
  :s3_file_system_config,
  :unknown)
  SENSITIVE = []
  include Aws::Structure
  include Aws::Structure::Union

  class EfsFileSystemConfig < CustomFileSystemConfig; end
  class FSxLustreFileSystemConfig < CustomFileSystemConfig; end
  class S3FileSystemConfig < CustomFileSystemConfig; end
  class Unknown < CustomFileSystemConfig; end
end

#tabular_job_config ⇒ Types::TabularJobConfig

Settings used to configure an AutoML job V2 for the tabular problem type (regression, classification).

Returns:



2896
2897
2898
2899
2900
2901
2902
2903
2904
2905
2906
2907
2908
2909
2910
2911
2912
2913
 
# File 'lib/aws-sdk-sagemaker/types.rb', line 2896

class AutoMLProblemTypeConfig < Struct.new(
  :image_classification_job_config,
  :text_classification_job_config,
  :time_series_forecasting_job_config,
  :tabular_job_config,
  :text_generation_job_config,
  :unknown)
  SENSITIVE = []
  include Aws::Structure
  include Aws::Structure::Union

  class ImageClassificationJobConfig < AutoMLProblemTypeConfig; end
  class TextClassificationJobConfig < AutoMLProblemTypeConfig; end
  class TimeSeriesForecastingJobConfig < AutoMLProblemTypeConfig; end
  class TabularJobConfig < AutoMLProblemTypeConfig; end
  class TextGenerationJobConfig < AutoMLProblemTypeConfig; end
  class Unknown < AutoMLProblemTypeConfig; end
end

#tabular_resolved_attributes ⇒ Types::TabularResolvedAttributes

The resolved attributes for the tabular problem type.

Returns:



2930
2931
2932
2933
2934
2935
2936
2937
2938
2939
2940
2941
 
# File 'lib/aws-sdk-sagemaker/types.rb', line 2930

class AutoMLProblemTypeResolvedAttributes < Struct.new(
  :tabular_resolved_attributes,
  :text_generation_resolved_attributes,
  :unknown)
  SENSITIVE = []
  include Aws::Structure
  include Aws::Structure::Union

  class TabularResolvedAttributes < AutoMLProblemTypeResolvedAttributes; end
  class TextGenerationResolvedAttributes < AutoMLProblemTypeResolvedAttributes; end
  class Unknown < AutoMLProblemTypeResolvedAttributes; end
end

#target_tracking ⇒ Types::TargetTrackingScalingPolicyConfiguration

A target tracking scaling policy. Includes support for predefined or customized metrics.

Returns:



47251
47252
47253
47254
47255
47256
47257
47258
47259
47260
 
# File 'lib/aws-sdk-sagemaker/types.rb', line 47251

class ScalingPolicy < Struct.new(
  :target_tracking,
  :unknown)
  SENSITIVE = []
  include Aws::Structure
  include Aws::Structure::Union

  class TargetTracking < ScalingPolicy; end
  class Unknown < ScalingPolicy; end
end

#text_classification_job_config ⇒ Types::TextClassificationJobConfig

Settings used to configure an AutoML job V2 for the text classification problem type.

Returns:



2896
2897
2898
2899
2900
2901
2902
2903
2904
2905
2906
2907
2908
2909
2910
2911
2912
2913
 
# File 'lib/aws-sdk-sagemaker/types.rb', line 2896

class AutoMLProblemTypeConfig < Struct.new(
  :image_classification_job_config,
  :text_classification_job_config,
  :time_series_forecasting_job_config,
  :tabular_job_config,
  :text_generation_job_config,
  :unknown)
  SENSITIVE = []
  include Aws::Structure
  include Aws::Structure::Union

  class ImageClassificationJobConfig < AutoMLProblemTypeConfig; end
  class TextClassificationJobConfig < AutoMLProblemTypeConfig; end
  class TimeSeriesForecastingJobConfig < AutoMLProblemTypeConfig; end
  class TabularJobConfig < AutoMLProblemTypeConfig; end
  class TextGenerationJobConfig < AutoMLProblemTypeConfig; end
  class Unknown < AutoMLProblemTypeConfig; end
end

#text_generation_job_config ⇒ Types::TextGenerationJobConfig

Settings used to configure an AutoML job V2 for the text generation (LLMs fine-tuning) problem type.

<note markdown=“1”> The text generation models that support fine-tuning in Autopilot are currently accessible exclusively in regions supported by Canvas. Refer to the documentation of Canvas for the [full list of its supported Regions].

</note>

[1]: docs.aws.amazon.com/sagemaker/latest/dg/canvas.html

Returns:



2896
2897
2898
2899
2900
2901
2902
2903
2904
2905
2906
2907
2908
2909
2910
2911
2912
2913
 
# File 'lib/aws-sdk-sagemaker/types.rb', line 2896

class AutoMLProblemTypeConfig < Struct.new(
  :image_classification_job_config,
  :text_classification_job_config,
  :time_series_forecasting_job_config,
  :tabular_job_config,
  :text_generation_job_config,
  :unknown)
  SENSITIVE = []
  include Aws::Structure
  include Aws::Structure::Union

  class ImageClassificationJobConfig < AutoMLProblemTypeConfig; end
  class TextClassificationJobConfig < AutoMLProblemTypeConfig; end
  class TimeSeriesForecastingJobConfig < AutoMLProblemTypeConfig; end
  class TabularJobConfig < AutoMLProblemTypeConfig; end
  class TextGenerationJobConfig < AutoMLProblemTypeConfig; end
  class Unknown < AutoMLProblemTypeConfig; end
end

#text_generation_resolved_attributes ⇒ Types::TextGenerationResolvedAttributes

The resolved attributes for the text generation problem type.

Returns:



2930
2931
2932
2933
2934
2935
2936
2937
2938
2939
2940
2941
 
# File 'lib/aws-sdk-sagemaker/types.rb', line 2930

class AutoMLProblemTypeResolvedAttributes < Struct.new(
  :tabular_resolved_attributes,
  :text_generation_resolved_attributes,
  :unknown)
  SENSITIVE = []
  include Aws::Structure
  include Aws::Structure::Union

  class TabularResolvedAttributes < AutoMLProblemTypeResolvedAttributes; end
  class TextGenerationResolvedAttributes < AutoMLProblemTypeResolvedAttributes; end
  class Unknown < AutoMLProblemTypeResolvedAttributes; end
end

#time_series_forecasting_job_config ⇒ Types::TimeSeriesForecastingJobConfig

Settings used to configure an AutoML job V2 for the time-series forecasting problem type.

Returns:



2896
2897
2898
2899
2900
2901
2902
2903
2904
2905
2906
2907
2908
2909
2910
2911
2912
2913
 
# File 'lib/aws-sdk-sagemaker/types.rb', line 2896

class AutoMLProblemTypeConfig < Struct.new(
  :image_classification_job_config,
  :text_classification_job_config,
  :time_series_forecasting_job_config,
  :tabular_job_config,
  :text_generation_job_config,
  :unknown)
  SENSITIVE = []
  include Aws::Structure
  include Aws::Structure::Union

  class ImageClassificationJobConfig < AutoMLProblemTypeConfig; end
  class TextClassificationJobConfig < AutoMLProblemTypeConfig; end
  class TimeSeriesForecastingJobConfig < AutoMLProblemTypeConfig; end
  class TabularJobConfig < AutoMLProblemTypeConfig; end
  class TextGenerationJobConfig < AutoMLProblemTypeConfig; end
  class Unknown < AutoMLProblemTypeConfig; end
end

#vector_config ⇒ Types::VectorConfig

Configuration for your vector collection type.

  • ‘Dimension`: The number of elements in your vector.

^

Returns:



7160
7161
7162
7163
7164
7165
7166
7167
7168
7169
 
# File 'lib/aws-sdk-sagemaker/types.rb', line 7160

class CollectionConfig < Struct.new(
  :vector_config,
  :unknown)
  SENSITIVE = []
  include Aws::Structure
  include Aws::Structure::Union

  class VectorConfig < CollectionConfig; end
  class Unknown < CollectionConfig; end
end