Module: Aws::SageMaker::Types

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

Defined Under Namespace

Classes: ActionSource, ActionSummary, AddAssociationRequest, AddAssociationResponse, AddTagsInput, AddTagsOutput, AdditionalInferenceSpecificationDefinition, AdditionalModelDataSource, AdditionalS3DataSource, AgentVersion, Alarm, AlgorithmSpecification, AlgorithmStatusDetails, AlgorithmStatusItem, AlgorithmSummary, AlgorithmValidationProfile, AlgorithmValidationSpecification, AmazonQSettings, AnnotationConsolidationConfig, AppDetails, AppImageConfigDetails, AppLifecycleManagement, AppSpecification, ArtifactSource, ArtifactSourceType, ArtifactSummary, AssociateTrialComponentRequest, AssociateTrialComponentResponse, AssociationSummary, AsyncInferenceClientConfig, AsyncInferenceConfig, AsyncInferenceNotificationConfig, AsyncInferenceOutputConfig, AthenaDatasetDefinition, 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, BatchDataCaptureConfig, BatchDescribeModelPackageError, BatchDescribeModelPackageInput, BatchDescribeModelPackageOutput, BatchDescribeModelPackageSummary, BatchTransformInput, BestObjectiveNotImproving, Bias, BlueGreenUpdatePolicy, CacheHitResult, CallbackStepMetadata, CandidateArtifactLocations, CandidateGenerationConfig, CandidateProperties, CanvasAppSettings, CapacitySize, CaptureContentTypeHeader, CaptureOption, CategoricalParameter, CategoricalParameterRange, CategoricalParameterRangeSpecification, Channel, ChannelSpecification, CheckpointConfig, ClarifyCheckStepMetadata, ClarifyExplainerConfig, ClarifyInferenceConfig, ClarifyShapBaselineConfig, ClarifyShapConfig, ClarifyTextConfig, ClusterEbsVolumeConfig, ClusterInstanceGroupDetails, ClusterInstanceGroupSpecification, ClusterInstancePlacement, ClusterInstanceStatusDetails, ClusterInstanceStorageConfig, ClusterLifeCycleConfig, ClusterNodeDetails, ClusterNodeSummary, ClusterSummary, CodeEditorAppImageConfig, CodeEditorAppSettings, CodeRepository, CodeRepositorySummary, CognitoConfig, CognitoMemberDefinition, CollectionConfig, CollectionConfiguration, CompilationJobSummary, 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, CreateCodeRepositoryInput, CreateCodeRepositoryOutput, CreateCompilationJobRequest, CreateCompilationJobResponse, CreateContextRequest, CreateContextResponse, CreateDataQualityJobDefinitionRequest, CreateDataQualityJobDefinitionResponse, CreateDeviceFleetRequest, CreateDomainRequest, CreateDomainResponse, CreateEdgeDeploymentPlanRequest, CreateEdgeDeploymentPlanResponse, CreateEdgeDeploymentStageRequest, CreateEdgePackagingJobRequest, CreateEndpointConfigInput, CreateEndpointConfigOutput, CreateEndpointInput, CreateEndpointOutput, CreateExperimentRequest, CreateExperimentResponse, CreateFeatureGroupRequest, CreateFeatureGroupResponse, CreateFlowDefinitionRequest, CreateFlowDefinitionResponse, CreateHubContentReferenceRequest, CreateHubContentReferenceResponse, CreateHubRequest, CreateHubResponse, CreateHumanTaskUiRequest, CreateHumanTaskUiResponse, CreateHyperParameterTuningJobRequest, CreateHyperParameterTuningJobResponse, CreateImageRequest, CreateImageResponse, CreateImageVersionRequest, CreateImageVersionResponse, CreateInferenceComponentInput, CreateInferenceComponentOutput, CreateInferenceExperimentRequest, CreateInferenceExperimentResponse, CreateInferenceRecommendationsJobRequest, CreateInferenceRecommendationsJobResponse, CreateLabelingJobRequest, CreateLabelingJobResponse, 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, CreatePipelineRequest, CreatePipelineResponse, CreatePresignedDomainUrlRequest, CreatePresignedDomainUrlResponse, CreatePresignedMlflowTrackingServerUrlRequest, CreatePresignedMlflowTrackingServerUrlResponse, CreatePresignedNotebookInstanceUrlInput, CreatePresignedNotebookInstanceUrlOutput, CreateProcessingJobRequest, CreateProcessingJobResponse, CreateProjectInput, CreateProjectOutput, CreateSpaceRequest, CreateSpaceResponse, CreateStudioLifecycleConfigRequest, CreateStudioLifecycleConfigResponse, CreateTrainingJobRequest, CreateTrainingJobResponse, 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, DebugHookConfig, DebugRuleConfiguration, DebugRuleEvaluationStatus, DefaultEbsStorageSettings, DefaultSpaceSettings, DefaultSpaceStorageSettings, DeleteActionRequest, DeleteActionResponse, DeleteAlgorithmInput, DeleteAppImageConfigRequest, DeleteAppRequest, DeleteArtifactRequest, DeleteArtifactResponse, DeleteAssociationRequest, DeleteAssociationResponse, DeleteClusterRequest, DeleteClusterResponse, DeleteCodeRepositoryInput, DeleteCompilationJobRequest, 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, DeleteMlflowTrackingServerRequest, DeleteMlflowTrackingServerResponse, DeleteModelBiasJobDefinitionRequest, DeleteModelCardRequest, DeleteModelExplainabilityJobDefinitionRequest, DeleteModelInput, DeleteModelPackageGroupInput, DeleteModelPackageGroupPolicyInput, DeleteModelPackageInput, DeleteModelQualityJobDefinitionRequest, DeleteMonitoringScheduleRequest, DeleteNotebookInstanceInput, DeleteNotebookInstanceLifecycleConfigInput, DeleteOptimizationJobRequest, DeletePipelineRequest, DeletePipelineResponse, DeleteProjectInput, DeleteSpaceRequest, DeleteStudioLifecycleConfigRequest, DeleteTagsInput, DeleteTagsOutput, DeleteTrialComponentRequest, DeleteTrialComponentResponse, DeleteTrialRequest, DeleteTrialResponse, DeleteUserProfileRequest, DeleteWorkforceRequest, DeleteWorkforceResponse, DeleteWorkteamRequest, DeleteWorkteamResponse, DeployedImage, DeploymentConfig, DeploymentRecommendation, DeploymentStage, DeploymentStageStatusSummary, DeregisterDevicesRequest, DerivedInformation, DescribeActionRequest, DescribeActionResponse, DescribeAlgorithmInput, DescribeAlgorithmOutput, DescribeAppImageConfigRequest, DescribeAppImageConfigResponse, DescribeAppRequest, DescribeAppResponse, DescribeArtifactRequest, DescribeArtifactResponse, DescribeAutoMLJobRequest, DescribeAutoMLJobResponse, DescribeAutoMLJobV2Request, DescribeAutoMLJobV2Response, DescribeClusterNodeRequest, DescribeClusterNodeResponse, DescribeClusterRequest, DescribeClusterResponse, DescribeCodeRepositoryInput, DescribeCodeRepositoryOutput, DescribeCompilationJobRequest, DescribeCompilationJobResponse, 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, 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, DescribePipelineDefinitionForExecutionRequest, DescribePipelineDefinitionForExecutionResponse, DescribePipelineExecutionRequest, DescribePipelineExecutionResponse, DescribePipelineRequest, DescribePipelineResponse, DescribeProcessingJobRequest, DescribeProcessingJobResponse, DescribeProjectInput, DescribeProjectOutput, DescribeSpaceRequest, DescribeSpaceResponse, DescribeStudioLifecycleConfigRequest, DescribeStudioLifecycleConfigResponse, DescribeSubscribedWorkteamRequest, DescribeSubscribedWorkteamResponse, DescribeTrainingJobRequest, DescribeTrainingJobResponse, DescribeTransformJobRequest, DescribeTransformJobResponse, DescribeTrialComponentRequest, DescribeTrialComponentResponse, DescribeTrialRequest, DescribeTrialResponse, DescribeUserProfileRequest, DescribeUserProfileResponse, DescribeWorkforceRequest, DescribeWorkforceResponse, DescribeWorkteamRequest, DescribeWorkteamResponse, DesiredWeightAndCapacity, 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, 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, EnvironmentParameter, EnvironmentParameterRanges, Experiment, ExperimentConfig, ExperimentSource, ExperimentSummary, Explainability, ExplainerConfig, 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, HolidayConfigAttributes, 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, InferenceComponentComputeResourceRequirements, InferenceComponentContainerSpecification, InferenceComponentContainerSpecificationSummary, InferenceComponentRuntimeConfig, InferenceComponentRuntimeConfigSummary, InferenceComponentSpecification, InferenceComponentSpecificationSummary, InferenceComponentStartupParameters, InferenceComponentSummary, InferenceExecutionConfig, InferenceExperimentDataStorageConfig, InferenceExperimentSchedule, InferenceExperimentSummary, InferenceHubAccessConfig, InferenceMetrics, InferenceRecommendation, InferenceRecommendationsJob, InferenceRecommendationsJobStep, InferenceSpecification, InfraCheckConfig, InputConfig, InstanceGroup, InstanceMetadataServiceConfiguration, 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, ListActionsRequest, ListActionsResponse, ListAlgorithmsInput, ListAlgorithmsOutput, ListAliasesRequest, ListAliasesResponse, ListAppImageConfigsRequest, ListAppImageConfigsResponse, ListAppsRequest, ListAppsResponse, ListArtifactsRequest, ListArtifactsResponse, ListAssociationsRequest, ListAssociationsResponse, ListAutoMLJobsRequest, ListAutoMLJobsResponse, ListCandidatesForAutoMLJobRequest, ListCandidatesForAutoMLJobResponse, ListClusterNodesRequest, ListClusterNodesResponse, ListClustersRequest, ListClustersResponse, ListCodeRepositoriesInput, ListCodeRepositoriesOutput, ListCompilationJobsRequest, ListCompilationJobsResponse, 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, 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, ListPipelineExecutionStepsRequest, ListPipelineExecutionStepsResponse, ListPipelineExecutionsRequest, ListPipelineExecutionsResponse, ListPipelineParametersForExecutionRequest, ListPipelineParametersForExecutionResponse, ListPipelinesRequest, ListPipelinesResponse, ListProcessingJobsRequest, ListProcessingJobsResponse, ListProjectsInput, ListProjectsOutput, ListResourceCatalogsRequest, ListResourceCatalogsResponse, ListSpacesRequest, ListSpacesResponse, ListStageDevicesRequest, ListStageDevicesResponse, ListStudioLifecycleConfigsRequest, ListStudioLifecycleConfigsResponse, ListSubscribedWorkteamsRequest, ListSubscribedWorkteamsResponse, ListTagsInput, ListTagsOutput, ListTrainingJobsForHyperParameterTuningJobRequest, ListTrainingJobsForHyperParameterTuningJobResponse, ListTrainingJobsRequest, ListTrainingJobsResponse, ListTransformJobsRequest, ListTransformJobsResponse, ListTrialComponentsRequest, ListTrialComponentsResponse, ListTrialsRequest, ListTrialsResponse, ListUserProfilesRequest, ListUserProfilesResponse, ListWorkforcesRequest, ListWorkforcesResponse, ListWorkteamsRequest, ListWorkteamsResponse, MemberDefinition, MetadataProperties, MetricData, MetricDatum, MetricDefinition, MetricSpecification, MetricsSource, 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, ModelMetadataFilter, ModelMetadataSearchExpression, ModelMetadataSummary, ModelMetrics, ModelPackage, ModelPackageContainerDefinition, ModelPackageGroup, ModelPackageGroupSummary, ModelPackageModelCard, ModelPackageSecurityConfig, ModelPackageStatusDetails, ModelPackageStatusItem, ModelPackageSummary, ModelPackageValidationProfile, ModelPackageValidationSpecification, ModelQuality, ModelQualityAppSpecification, ModelQualityBaselineConfig, ModelQualityJobInput, ModelQuantizationConfig, ModelRegisterSettings, 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, NotebookInstanceLifecycleConfigSummary, NotebookInstanceLifecycleHook, NotebookInstanceSummary, NotificationConfiguration, ObjectiveStatusCounters, OfflineStoreConfig, OfflineStoreStatus, OidcConfig, OidcConfigForResponse, OidcMemberDefinition, OnlineStoreConfig, OnlineStoreConfigUpdate, OnlineStoreSecurityConfig, OptimizationConfig, OptimizationJobModelSource, OptimizationJobModelSourceS3, OptimizationJobOutputConfig, OptimizationJobSummary, OptimizationModelAccessConfig, OptimizationOutput, OptimizationVpcConfig, OutputConfig, OutputDataConfig, OutputParameter, OwnershipSettings, OwnershipSettingsSummary, ParallelismConfiguration, Parameter, ParameterRange, ParameterRanges, Parent, ParentHyperParameterTuningJob, PendingDeploymentSummary, PendingProductionVariantSummary, Phase, Pipeline, PipelineDefinitionS3Location, PipelineExecution, PipelineExecutionStep, PipelineExecutionStepMetadata, PipelineExecutionSummary, PipelineExperimentConfig, PipelineSummary, PredefinedMetricSpecification, ProcessingClusterConfig, ProcessingFeatureStoreOutput, ProcessingInput, ProcessingJob, ProcessingJobStepMetadata, ProcessingJobSummary, ProcessingOutput, ProcessingOutputConfig, ProcessingResources, ProcessingS3Input, ProcessingS3Output, ProcessingStoppingCondition, ProductionVariant, ProductionVariantCoreDumpConfig, ProductionVariantManagedInstanceScaling, 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, ResolvedAttributes, ResourceCatalog, ResourceConfig, ResourceConfigForUpdate, ResourceInUse, ResourceLimitExceeded, ResourceLimits, ResourceNotFound, ResourceSpec, RetentionPolicy, RetryPipelineExecutionRequest, RetryPipelineExecutionResponse, RetryStrategy, RollingUpdatePolicy, S3DataSource, S3ModelDataSource, S3Presign, S3StorageConfig, ScalingPolicy, ScalingPolicyMetric, ScalingPolicyObjective, ScheduleConfig, SearchExpression, SearchRecord, SearchRequest, SearchResponse, SecondaryStatusTransition, SelectedStep, SelectiveExecutionConfig, SelectiveExecutionResult, SendPipelineExecutionStepFailureRequest, SendPipelineExecutionStepFailureResponse, SendPipelineExecutionStepSuccessRequest, SendPipelineExecutionStepSuccessResponse, ServiceCatalogProvisionedProductDetails, ServiceCatalogProvisioningDetails, ServiceCatalogProvisioningUpdateDetails, SessionChainingConfig, ShadowModeConfig, ShadowModelVariantConfig, SharingSettings, ShuffleConfig, SourceAlgorithm, SourceAlgorithmSpecification, SourceIpConfig, SpaceAppLifecycleManagement, SpaceCodeEditorAppSettings, SpaceDetails, SpaceIdleSettings, SpaceJupyterLabAppSettings, SpaceSettings, SpaceSettingsSummary, SpaceSharingSettings, SpaceSharingSettingsSummary, SpaceStorageSettings, Stairs, StartEdgeDeploymentStageRequest, StartInferenceExperimentRequest, StartInferenceExperimentResponse, StartMlflowTrackingServerRequest, StartMlflowTrackingServerResponse, StartMonitoringScheduleRequest, StartNotebookInstanceInput, StartPipelineExecutionRequest, StartPipelineExecutionResponse, 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, TensorBoardAppSettings, TensorBoardOutputConfig, TextClassificationJobConfig, TextGenerationJobConfig, TextGenerationResolvedAttributes, ThroughputConfig, ThroughputConfigDescription, ThroughputConfigUpdate, TimeSeriesConfig, TimeSeriesForecastingJobConfig, TimeSeriesForecastingSettings, TimeSeriesTransformations, TrackingServerSummary, TrafficPattern, TrafficRoutingConfig, TrainingImageConfig, TrainingJob, TrainingJobDefinition, TrainingJobStatusCounters, TrainingJobStepMetadata, TrainingJobSummary, TrainingRepositoryAuthConfig, TrainingSpecification, TransformDataSource, TransformInput, TransformJob, TransformJobDefinition, TransformJobStepMetadata, TransformJobSummary, TransformOutput, TransformResources, TransformS3DataSource, Trial, TrialComponent, TrialComponentArtifact, TrialComponentMetricSummary, TrialComponentParameterValue, TrialComponentSimpleSummary, TrialComponentSource, TrialComponentSourceDetail, TrialComponentStatus, TrialComponentSummary, TrialSource, TrialSummary, TtlDuration, TuningJobCompletionCriteria, TuningJobStepMetaData, USD, UiConfig, UiTemplate, UiTemplateInfo, UpdateActionRequest, UpdateActionResponse, UpdateAppImageConfigRequest, UpdateAppImageConfigResponse, UpdateArtifactRequest, UpdateArtifactResponse, UpdateClusterRequest, UpdateClusterResponse, UpdateClusterSoftwareRequest, UpdateClusterSoftwareResponse, UpdateCodeRepositoryInput, UpdateCodeRepositoryOutput, UpdateContextRequest, UpdateContextResponse, UpdateDeviceFleetRequest, UpdateDevicesRequest, UpdateDomainRequest, UpdateDomainResponse, UpdateEndpointInput, UpdateEndpointOutput, UpdateEndpointWeightsAndCapacitiesInput, UpdateEndpointWeightsAndCapacitiesOutput, UpdateExperimentRequest, UpdateExperimentResponse, UpdateFeatureGroupRequest, UpdateFeatureGroupResponse, UpdateFeatureMetadataRequest, UpdateHubRequest, UpdateHubResponse, UpdateImageRequest, UpdateImageResponse, UpdateImageVersionRequest, UpdateImageVersionResponse, UpdateInferenceComponentInput, UpdateInferenceComponentOutput, UpdateInferenceComponentRuntimeConfigInput, UpdateInferenceComponentRuntimeConfigOutput, UpdateInferenceExperimentRequest, UpdateInferenceExperimentResponse, UpdateMlflowTrackingServerRequest, UpdateMlflowTrackingServerResponse, UpdateModelCardRequest, UpdateModelCardResponse, UpdateModelPackageInput, UpdateModelPackageOutput, UpdateMonitoringAlertRequest, UpdateMonitoringAlertResponse, UpdateMonitoringScheduleRequest, UpdateMonitoringScheduleResponse, UpdateNotebookInstanceInput, UpdateNotebookInstanceLifecycleConfigInput, UpdateNotebookInstanceLifecycleConfigOutput, UpdateNotebookInstanceOutput, UpdatePipelineExecutionRequest, UpdatePipelineExecutionResponse, UpdatePipelineRequest, UpdatePipelineResponse, UpdateProjectInput, UpdateProjectOutput, UpdateSpaceRequest, UpdateSpaceResponse, 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

#customized ⇒ Types::CustomizedMetricSpecification

Information about a customized metric.

Returns:



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# File 'lib/aws-sdk-sagemaker/types.rb', line 31644

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:



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# File 'lib/aws-sdk-sagemaker/types.rb', line 4295

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

  class EbsVolumeConfig < ClusterInstanceStorageConfig; end
  class Unknown < ClusterInstanceStorageConfig; end
end

#efs_file_system ⇒ Types::EFSFileSystem

A custom file system in Amazon EFS.

Returns:



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# File 'lib/aws-sdk-sagemaker/types.rb', line 10240

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

  class EfsFileSystem < CustomFileSystem; end
  class Unknown < CustomFileSystem; end
end

#efs_file_system_config ⇒ Types::EFSFileSystemConfig

The settings for a custom Amazon EFS file system.

Returns:



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# File 'lib/aws-sdk-sagemaker/types.rb', line 10265

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

  class EfsFileSystemConfig < CustomFileSystemConfig; end
  class Unknown < CustomFileSystemConfig; end
end

#image_classification_job_config ⇒ Types::ImageClassificationJobConfig

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

Returns:



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# File 'lib/aws-sdk-sagemaker/types.rb', line 2651

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

#model_compilation_config ⇒ Types::ModelCompilationConfig

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

Returns:



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# File 'lib/aws-sdk-sagemaker/types.rb', line 35203

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

  class ModelQuantizationConfig < OptimizationConfig; end
  class ModelCompilationConfig < 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:



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# File 'lib/aws-sdk-sagemaker/types.rb', line 35203

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

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

#predefined ⇒ Types::PredefinedMetricSpecification

Information about a predefined metric.

Returns:



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# File 'lib/aws-sdk-sagemaker/types.rb', line 31644

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

#tabular_job_config ⇒ Types::TabularJobConfig

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

Returns:



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# File 'lib/aws-sdk-sagemaker/types.rb', line 2651

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:



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# File 'lib/aws-sdk-sagemaker/types.rb', line 2685

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:



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# File 'lib/aws-sdk-sagemaker/types.rb', line 39996

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:



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# File 'lib/aws-sdk-sagemaker/types.rb', line 2651

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:



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# File 'lib/aws-sdk-sagemaker/types.rb', line 2651

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:



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# File 'lib/aws-sdk-sagemaker/types.rb', line 2685

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:



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# File 'lib/aws-sdk-sagemaker/types.rb', line 2651

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:



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# File 'lib/aws-sdk-sagemaker/types.rb', line 4658

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

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