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Data Types

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The following data types are supported by Amazon SageMaker Service:

• ActionSource

• ActionSummary

• AdditionalInferenceSpecificationDefinition

• AdditionalModelDataSource

• AdditionalS3DataSource

• AgentVersion

• Alarm

• AlgorithmSpecification

• AlgorithmStatusDetails

• AlgorithmStatusItem

• AlgorithmSummary

• AlgorithmValidationProfile

• AlgorithmValidationSpecification

• AmazonQSettings

• AnnotationConsolidationConfig

• AppDetails

• AppImageConfigDetails

• AppLifecycleManagement

• AppSpecification

• ArtifactSource

• ArtifactSourceType

• ArtifactSummary

• 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

• BatchDeleteClusterNodesError

• BatchDescribeModelPackageError

• 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

• ClusterOrchestrator

• ClusterOrchestratorEksConfig

• ClusterSchedulerConfigSummary

• ClusterSummary

• CodeEditorAppImageConfig

• CodeEditorAppSettings

• CodeRepository

• CodeRepositorySummary

• CognitoConfig

• CognitoMemberDefinition

• CollectionConfig

• CollectionConfiguration

• CompilationJobSummary

• ComputeQuotaConfig

• ComputeQuotaResourceConfig

• ComputeQuotaSummary

• ComputeQuotaTarget

• ConditionStepMetadata

• ContainerConfig

• ContainerDefinition

• ContextSource

• ContextSummary

• ContinuousParameterRange

• ContinuousParameterRangeSpecification

• ConvergenceDetected

• CustomFileSystem

• CustomFileSystemConfig

• CustomImage

• CustomizedMetricSpecification

• CustomPosixUserConfig

• DataCaptureConfig

• DataCaptureConfigSummary

• DataCatalogConfig

• DataProcessing

• DataQualityAppSpecification

• DataQualityBaselineConfig

• DataQualityJobInput

• DatasetDefinition

• DataSource

• DebugHookConfig

• DebugRuleConfiguration

• DebugRuleEvaluationStatus

• DefaultEbsStorageSettings

• DefaultSpaceSettings

• DefaultSpaceStorageSettings

• DeployedImage

• DeploymentConfig

• DeploymentRecommendation

• DeploymentStage

• DeploymentStageStatusSummary

• DerivedInformation

• DesiredWeightAndCapacity

• Device

• DeviceDeploymentSummary

• DeviceFleetSummary

• DeviceSelectionConfig

• DeviceStats

• DeviceSummary

• DirectDeploySettings

• DockerSettings

• DomainDetails

• DomainSettings

• DomainSettingsForUpdate

• DriftCheckBaselines

• DriftCheckBias

• DriftCheckExplainability

• DriftCheckModelDataQuality

• DriftCheckModelQuality

• DynamicScalingConfiguration

• EbsStorageSettings

• Edge

• EdgeDeploymentConfig

• EdgeDeploymentModelConfig

• EdgeDeploymentPlanSummary

• EdgeDeploymentStatus

• EdgeModel

• EdgeModelStat

• EdgeModelSummary

• EdgeOutputConfig

• EdgePackagingJobSummary

• EdgePresetDeploymentOutput

• EFSFileSystem

• EFSFileSystemConfig

• EmrServerlessComputeConfig

• EmrServerlessSettings

• EmrSettings

• EMRStepMetadata

• Endpoint

• EndpointConfigStepMetadata

• EndpointConfigSummary

• EndpointInfo

• EndpointInput

• EndpointInputConfiguration

• EndpointMetadata

• EndpointOutputConfiguration

• EndpointPerformance

• EndpointStepMetadata

• EndpointSummary

• EnvironmentParameter

• EnvironmentParameterRanges

• ErrorInfo

• Experiment

• ExperimentConfig

• ExperimentSource

• ExperimentSummary

• Explainability

• ExplainerConfig

• FailStepMetadata

• FeatureDefinition

• FeatureGroup

• FeatureGroupSummary

• FeatureMetadata

• FeatureParameter

• FileSource

• FileSystemConfig

• FileSystemDataSource

• Filter

• FinalAutoMLJobObjectiveMetric

• FinalHyperParameterTuningJobObjectiveMetric

• FlowDefinitionOutputConfig

• FlowDefinitionSummary

• FSxLustreFileSystem

• FSxLustreFileSystemConfig

• GenerativeAiSettings

• GitConfig

• GitConfigForUpdate

• HiddenSageMakerImage

• HolidayConfigAttributes

• HubAccessConfig

• HubContentDependency

• HubContentInfo

• HubInfo

• HubS3StorageConfig

• HumanLoopActivationConditionsConfig

• HumanLoopActivationConfig

• HumanLoopConfig

• HumanLoopRequestSource

• HumanTaskConfig

• HumanTaskUiSummary

• HyperbandStrategyConfig

• HyperParameterAlgorithmSpecification

• HyperParameterSpecification

• HyperParameterTrainingJobDefinition

• HyperParameterTrainingJobSummary

• HyperParameterTuningInstanceConfig

• HyperParameterTuningJobCompletionDetails

• HyperParameterTuningJobConfig

• HyperParameterTuningJobConsumedResources

• HyperParameterTuningJobObjective

• HyperParameterTuningJobSearchEntity

• HyperParameterTuningJobStrategyConfig

• HyperParameterTuningJobSummary

• HyperParameterTuningJobWarmStartConfig

• HyperParameterTuningResourceConfig

• IamIdentity

• IamPolicyConstraints

• IdentityProviderOAuthSetting

• IdleSettings

• Image

• ImageClassificationJobConfig

• ImageConfig

• ImageVersion

• InferenceComponentCapacitySize

• InferenceComponentComputeResourceRequirements

• InferenceComponentContainerSpecification

• InferenceComponentContainerSpecificationSummary

• InferenceComponentDeploymentConfig

• InferenceComponentRollingUpdatePolicy

• 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

• 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

• ModelLifeCycle

• ModelMetadataFilter

• ModelMetadataSearchExpression

• ModelMetadataSummary

• ModelMetrics

• ModelPackage

• ModelPackageContainerDefinition

• ModelPackageGroup

• ModelPackageGroupSummary

• ModelPackageModelCard

• ModelPackageSecurityConfig

• ModelPackageStatusDetails

• ModelPackageStatusItem

• ModelPackageSummary

• ModelPackageValidationProfile

• ModelPackageValidationSpecification

• ModelQuality

• ModelQualityAppSpecification

• ModelQualityBaselineConfig

• ModelQualityJobInput

• ModelQuantizationConfig

• ModelRegisterSettings

• ModelShardingConfig

• 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

• PartnerAppConfig

• PartnerAppMaintenanceConfig

• PartnerAppSummary

• PendingDeploymentSummary

• PendingProductionVariantSummary

• Phase

• Pipeline

• PipelineDefinitionS3Location

• PipelineExecution

• PipelineExecutionStep

• PipelineExecutionStepMetadata

• PipelineExecutionSummary

• PipelineExperimentConfig

• PipelineSummary

• PredefinedMetricSpecification

• PriorityClass

• 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

• QualityCheckStepMetadata

• QueryFilters

• RealTimeInferenceConfig

• RealTimeInferenceRecommendation

• RecommendationJobCompiledOutputConfig

• RecommendationJobContainerConfig

• RecommendationJobInferenceBenchmark

• RecommendationJobInputConfig

• RecommendationJobOutputConfig

• RecommendationJobPayloadConfig

• RecommendationJobResourceLimit

• RecommendationJobStoppingConditions

• RecommendationJobVpcConfig

• RecommendationMetrics

• RedshiftDatasetDefinition

• RegisterModelStepMetadata

• RemoteDebugConfig

• RemoteDebugConfigForUpdate

• RenderableTask

• RenderingError

• RepositoryAuthConfig

• ReservedCapacityOffering

• ReservedCapacitySummary

• ResolvedAttributes

• ResourceCatalog

• ResourceConfig

• ResourceConfigForUpdate

• ResourceLimits

• ResourceSharingConfig

• ResourceSpec

• RetentionPolicy

• RetryStrategy

• RollingUpdatePolicy

• RSessionAppSettings

• RStudioServerProAppSettings

• RStudioServerProDomainSettings

• RStudioServerProDomainSettingsForUpdate

• S3DataSource

• S3ModelDataSource

• S3Presign

• S3StorageConfig

• ScalingPolicy

• ScalingPolicyMetric

• ScalingPolicyObjective

• ScheduleConfig

• SchedulerConfig

• SearchExpression

• SearchRecord

• SecondaryStatusTransition

• SelectedStep

• SelectiveExecutionConfig

• SelectiveExecutionResult

• ServiceCatalogProvisionedProductDetails

• ServiceCatalogProvisioningDetails

• ServiceCatalogProvisioningUpdateDetails

• SessionChainingConfig

• ShadowModeConfig

• ShadowModelVariantConfig

• SharingSettings

• ShuffleConfig

• SourceAlgorithm

• SourceAlgorithmSpecification

• SourceIpConfig

• SpaceAppLifecycleManagement

• SpaceCodeEditorAppSettings

• SpaceDetails

• SpaceIdleSettings

• SpaceJupyterLabAppSettings

• SpaceSettings

• SpaceSettingsSummary

• SpaceSharingSettings

• SpaceSharingSettingsSummary

• SpaceStorageSettings

• Stairs

• 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

• TrainingPlanFilter

• TrainingPlanOffering

• TrainingPlanSummary

• 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

• UiConfig

• UiTemplate

• UiTemplateInfo

• USD

• UserContext

• UserProfileDetails

• UserSettings

• VariantProperty

• VectorConfig

• Vertex

• VisibilityConditions

• VpcConfig

• WarmPoolStatus

• WorkerAccessConfiguration

• Workforce

• WorkforceVpcConfigRequest

• WorkforceVpcConfigResponse

• WorkspaceSettings

• Workteam

The following data types are supported by Amazon SageMaker Runtime:

• PayloadPart

• ResponseStream

The following data types are supported by Amazon Sagemaker Edge Manager:

• Checksum

• Definition

• DeploymentModel

• DeploymentResult

• EdgeDeployment

• EdgeMetric

• Model

The following data types are supported by Amazon SageMaker Feature Store Runtime:

• BatchGetRecordError

• BatchGetRecordIdentifier

• BatchGetRecordResultDetail

• FeatureValue

• TtlDuration

The following data types are supported by Amazon SageMaker geospatial capabilities:

• AreaOfInterest

• AreaOfInterestGeometry

• AssetValue

• BandMathConfigInput

• CloudMaskingConfigInput

• CloudRemovalConfigInput

• CustomIndicesInput

• EarthObservationJobErrorDetails

• EoCloudCoverInput

• ExportErrorDetails

• ExportErrorDetailsOutput

• ExportS3DataInput

• ExportVectorEnrichmentJobOutputConfig

• Filter

• Geometry

• GeoMosaicConfigInput

• InputConfigInput

• InputConfigOutput

• ItemSource

• JobConfigInput

• LandCoverSegmentationConfigInput

• LandsatCloudCoverLandInput

• ListEarthObservationJobOutputConfig

• ListVectorEnrichmentJobOutputConfig

• MapMatchingConfig

• MultiPolygonGeometryInput

• Operation

• OutputBand

• OutputConfigInput

• OutputResolutionResamplingInput

• OutputResolutionStackInput

• PlatformInput

• PolygonGeometryInput

• Properties

• Property

• PropertyFilter

• PropertyFilters

• RasterDataCollectionMetadata

• RasterDataCollectionQueryInput

• RasterDataCollectionQueryOutput

• RasterDataCollectionQueryWithBandFilterInput

• ResamplingConfigInput

• ReverseGeocodingConfig

• StackConfigInput

• TemporalStatisticsConfigInput

• TimeRangeFilterInput

• TimeRangeFilterOutput

• UserDefined

• VectorEnrichmentJobConfig

• VectorEnrichmentJobDataSourceConfigInput

• VectorEnrichmentJobErrorDetails

• VectorEnrichmentJobExportErrorDetails

• VectorEnrichmentJobInputConfig

• VectorEnrichmentJobS3Data

• ViewOffNadirInput

• ViewSunAzimuthInput

• ViewSunElevationInput

• ZonalStatisticsConfigInput

The following data types are supported by Amazon SageMaker Metrics Service:

• BatchPutMetricsError

• MetricQuery

• MetricQueryResult

• RawMetricData