Module: Aws::SageMaker::Types

Defined in:
gems/aws-sdk-sagemaker/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, ClusterNodeDetails, ClusterNodeSummary, ClusterOrchestrator, ClusterOrchestratorEksConfig, ClusterOrchestratorSlurmConfig, ClusterRestrictedInstanceGroupDetails, ClusterRestrictedInstanceGroupSpecification, ClusterSchedulerConfigSummary, ClusterSlurmConfig, ClusterSlurmConfigDetails, 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, 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, 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, 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, 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:



24695
24696
24697
24698
24699
24700
24701
24702
24703
24704
24705
24706
24707
24708
24709
24710
 
# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 24695

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:



37653
37654
37655
37656
37657
37658
37659
37660
37661
37662
37663
37664
 
# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 37653

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:



6041
6042
6043
6044
6045
6046
6047
6048
6049
6050
6051
6052
6053
6054
 
# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 6041

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:



13584
13585
13586
13587
13588
13589
13590
13591
13592
13593
13594
13595
13596
13597
 
# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 13584

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:



13621
13622
13623
13624
13625
13626
13627
13628
13629
13630
13631
13632
13633
13634
 
# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 13621

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:



13584
13585
13586
13587
13588
13589
13590
13591
13592
13593
13594
13595
13596
13597
 
# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 13584

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:



13621
13622
13623
13624
13625
13626
13627
13628
13629
13630
13631
13632
13633
13634
 
# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 13621

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:



6041
6042
6043
6044
6045
6046
6047
6048
6049
6050
6051
6052
6053
6054
 
# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 6041

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:



6041
6042
6043
6044
6045
6046
6047
6048
6049
6050
6051
6052
6053
6054
 
# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 6041

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 'gems/aws-sdk-sagemaker/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:



24695
24696
24697
24698
24699
24700
24701
24702
24703
24704
24705
24706
24707
24708
24709
24710
 
# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 24695

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:



24695
24696
24697
24698
24699
24700
24701
24702
24703
24704
24705
24706
24707
24708
24709
24710
 
# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 24695

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:



24695
24696
24697
24698
24699
24700
24701
24702
24703
24704
24705
24706
24707
24708
24709
24710
 
# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 24695

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:



41537
41538
41539
41540
41541
41542
41543
41544
41545
41546
41547
41548
41549
41550
41551
41552
 
# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 41537

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:



41537
41538
41539
41540
41541
41542
41543
41544
41545
41546
41547
41548
41549
41550
41551
41552
 
# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 41537

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:



41537
41538
41539
41540
41541
41542
41543
41544
41545
41546
41547
41548
41549
41550
41551
41552
 
# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 41537

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:



41537
41538
41539
41540
41541
41542
41543
41544
41545
41546
41547
41548
41549
41550
41551
41552
 
# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 41537

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:



37653
37654
37655
37656
37657
37658
37659
37660
37661
37662
37663
37664
 
# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 37653

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:



13584
13585
13586
13587
13588
13589
13590
13591
13592
13593
13594
13595
13596
13597
 
# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 13584

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:



13621
13622
13623
13624
13625
13626
13627
13628
13629
13630
13631
13632
13633
13634
 
# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 13621

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 'gems/aws-sdk-sagemaker/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 'gems/aws-sdk-sagemaker/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:



47184
47185
47186
47187
47188
47189
47190
47191
47192
47193
 
# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 47184

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 'gems/aws-sdk-sagemaker/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.

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.

Returns:



2896
2897
2898
2899
2900
2901
2902
2903
2904
2905
2906
2907
2908
2909
2910
2911
2912
2913
 
# File 'gems/aws-sdk-sagemaker/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 'gems/aws-sdk-sagemaker/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 'gems/aws-sdk-sagemaker/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:



7093
7094
7095
7096
7097
7098
7099
7100
7101
7102
 
# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 7093

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

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