aws-cdk-lib.aws_sagemaker

Amazon SageMaker Construct Library

This module is part of the AWS Cloud Development Kit project.

import * as sagemaker from 'aws-cdk-lib/aws-sagemaker';

import aws_cdk.aws_sagemaker as sagemaker

import software.amazon.awscdk.services.sagemaker.*;

using Amazon.CDK.AWS.Sagemaker;

import sagemaker "github.com/aws/aws-cdk-go/awscdk"

There are no official hand-written (L2) constructs for this service yet. Here are some suggestions on how to proceed:

• Search Construct Hub for SageMaker construct libraries
• Use the automatically generated L1 constructs, in the same way you would use the CloudFormation AWS::SageMaker resources directly.

An experimental construct library for this service is available in preview. Since it is not stable yet, it is distributed as a separate package so that you can pin its version independently of the rest of the CDK. See the package:

<span class="package-reference">@aws-cdk/aws-sagemaker-alpha</span>

There are no hand-written (L2) constructs for this service yet. However, you can still use the automatically generated L1 constructs, and use this service exactly as you would using CloudFormation directly.

For more information on the resources and properties available for this service, see the CloudFormation documentation for AWS::SageMaker.

(Read the CDK Contributing Guide and submit an RFC if you are interested in contributing to this construct library.)

Types

Name	Kind	Summary
CfnAction	Construct (L1)	Resource type definition for AWS::SageMaker::Action.
CfnAIWorkloadConfig	Construct (L1)	Resource Type definition for AWS::SageMaker::AIWorkloadConfig.
CfnAlgorithm	Construct (L1)	Resource Type definition for AWS::SageMaker::Algorithm.
CfnApp	Construct (L1)	Creates a running app for the specified UserProfile.
CfnAppImageConfig	Construct (L1)	Creates a configuration for running a SageMaker AI image as a KernelGateway app.
CfnArtifact	Construct (L1)	Resource type definition for AWS::SageMaker::Artifact.
CfnCluster	Construct (L1)	Creates an Amazon SageMaker HyperPod cluster.
CfnClusterSchedulerConfig	Construct (L1)	Resource Type definition for AWS::SageMaker::ClusterSchedulerConfig.
CfnCodeRepository	Construct (L1)	Creates a Git repository as a resource in your SageMaker AI account.
CfnContext	Construct (L1)	Resource type definition for AWS::SageMaker::Context.
CfnDataQualityJobDefinition	Construct (L1)	Creates a definition for a job that monitors data quality and drift.
CfnDevice	Construct (L1)	The AWS::SageMaker::Device resource is an Amazon SageMaker resource type that allows you to register your Devices against an existing SageMaker Edge Manager DeviceFleet.
CfnDeviceFleet	Construct (L1)	The AWS::SageMaker::DeviceFleet resource is an Amazon SageMaker resource type that allows you to create a DeviceFleet that manages your SageMaker Edge Manager Devices.
CfnDomain	Construct (L1)	Creates a Domain .
CfnEndpoint	Construct (L1)	Use the AWS::SageMaker::Endpoint resource to create an endpoint using the specified configuration in the request.
CfnEndpointConfig	Construct (L1)	The AWS::SageMaker::EndpointConfig resource creates a configuration for an Amazon SageMaker endpoint.
CfnExperiment	Construct (L1)	Resource type definition for AWS::SageMaker::Experiment.
CfnExperimentTrialComponent	Construct (L1)	Resource Type definition for AWS::SageMaker::ExperimentTrialComponent.
CfnFeatureGroup	Construct (L1)	Create a new FeatureGroup .
CfnHub	Construct (L1)	Resource type definition for AWS::SageMaker::Hub.
CfnHumanTaskUi	Construct (L1)	Resource Type definition for AWS::SageMaker::HumanTaskUi.
CfnImage	Construct (L1)	Creates a custom SageMaker AI image.
CfnImageVersion	Construct (L1)	Creates a version of the SageMaker image specified by ImageName .
CfnInferenceComponent	Construct (L1)	Creates an inference component, which is a SageMaker AI hosting object that you can use to deploy a model to an endpoint.
CfnInferenceExperiment	Construct (L1)	Creates an inference experiment using the configurations specified in the request.
CfnMlflowApp	Construct (L1)	Resource type definition for AWS::SageMaker::MlflowApp.
CfnMlflowTrackingServer	Construct (L1)	Creates an MLflow Tracking Server using a general purpose Amazon S3 bucket as the artifact store.
CfnModel	Construct (L1)	The AWS::SageMaker::Model resource to create a model to host at an Amazon SageMaker endpoint.
CfnModelBiasJobDefinition	Construct (L1)	Creates the definition for a model bias job.
CfnModelCard	Construct (L1)	Creates an Amazon SageMaker Model Card.
CfnModelExplainabilityJobDefinition	Construct (L1)	Creates the definition for a model explainability job.
CfnModelPackage	Construct (L1)	A container for your trained model that can be deployed for SageMaker inference.
CfnModelPackageGroup	Construct (L1)	A group of versioned models in the Model Registry.
CfnModelQualityJobDefinition	Construct (L1)	Creates a definition for a job that monitors model quality and drift.
CfnMonitoringSchedule	Construct (L1)	The AWS::SageMaker::MonitoringSchedule resource is an Amazon SageMaker resource type that regularly starts SageMaker processing Jobs to monitor the data captured for a SageMaker endpoint.
CfnNotebookInstance	Construct (L1)	The AWS::SageMaker::NotebookInstance resource creates an Amazon SageMaker notebook instance.
CfnNotebookInstanceLifecycleConfig	Construct (L1)	The AWS::SageMaker::NotebookInstanceLifecycleConfig resource creates shell scripts that run when you create and/or start a notebook instance.
CfnPartnerApp	Construct (L1)	The AWS::SageMaker::PartnerApp resource creates an Amazon SageMaker Partner AI App.
CfnPipeline	Construct (L1)	The AWS::SageMaker::Pipeline resource creates shell scripts that run when you create and/or start a SageMaker Pipeline.
CfnProcessingJob	Construct (L1)	An Amazon SageMaker processing job that is used to analyze data and evaluate models.
CfnProject	Construct (L1)	Creates a machine learning (ML) project that can contain one or more templates that set up an ML pipeline from training to deploying an approved model.
CfnSpace	Construct (L1)	Creates a private space or a space used for real time collaboration in a domain.
CfnStudioLifecycleConfig	Construct (L1)	Creates a new Amazon SageMaker AI Studio Lifecycle Configuration.
CfnTrialComponent	Construct (L1)	Resource type definition for AWS::SageMaker::TrialComponent.
CfnUserProfile	Construct (L1)	Creates a user profile.
CfnWorkforce	Construct (L1)	Resource Type definition for AWS::SageMaker::Workforce.
CfnWorkteam	Construct (L1)	Creates a new work team for labeling your data.
CfnAction.ActionSourceProperty	Struct
CfnAction.MetadataPropertiesProperty	Struct
CfnActionProps	Struct	Properties for defining a CfnAction.
CfnAIWorkloadConfig.AIDatasetConfigProperty	Struct	The dataset configuration for an AI workload.
CfnAIWorkloadConfig.AIWorkloadConfigsProperty	Struct	The benchmark tool configuration for an AI workload.
CfnAIWorkloadConfig.AIWorkloadDataSourceProperty	Struct	The data source for an AI workload input data channel.
CfnAIWorkloadConfig.AIWorkloadInputDataConfigProperty	Struct	A channel of input data for an AI workload configuration.
CfnAIWorkloadConfig.AIWorkloadS3DataSourceProperty	Struct	The Amazon S3 data source for an AI workload.
CfnAIWorkloadConfig.WorkloadSpecProperty	Struct	The workload specification for benchmark tool configuration.
CfnAIWorkloadConfigProps	Struct	Properties for defining a CfnAIWorkloadConfig.
CfnAlgorithm.CategoricalParameterRangeSpecificationProperty	Struct
CfnAlgorithm.ChannelSpecificationProperty	Struct
CfnAlgorithm.ContinuousParameterRangeSpecificationProperty	Struct
CfnAlgorithm.HyperParameterSpecificationProperty	Struct
CfnAlgorithm.HyperParameterTuningJobObjectiveProperty	Struct
CfnAlgorithm.InferenceSpecificationProperty	Struct
CfnAlgorithm.IntegerParameterRangeSpecificationProperty	Struct
CfnAlgorithm.MetricDefinitionProperty	Struct
CfnAlgorithm.ModelInputProperty	Struct
CfnAlgorithm.ModelPackageContainerDefinitionProperty	Struct
CfnAlgorithm.ParameterRangeProperty	Struct
CfnAlgorithm.TrainingSpecificationProperty	Struct
CfnAlgorithmProps	Struct	Properties for defining a CfnAlgorithm.
CfnApp.ResourceSpecProperty	Struct	Specifies the ARN's of a SageMaker AI image and SageMaker AI image version, and the instance type that the version runs on.
CfnAppImageConfig.CodeEditorAppImageConfigProperty	Struct	The configuration for the file system and kernels in a SageMaker image running as a Code Editor app.
CfnAppImageConfig.ContainerConfigProperty	Struct	The configuration used to run the application image container.
CfnAppImageConfig.CustomImageContainerEnvironmentVariableProperty	Struct	The environment variables to set in the container.
CfnAppImageConfig.FileSystemConfigProperty	Struct	The Amazon Elastic File System storage configuration for a SageMaker AI image.
CfnAppImageConfig.JupyterLabAppImageConfigProperty	Struct	The configuration for the file system and kernels in a SageMaker AI image running as a JupyterLab app.
CfnAppImageConfig.KernelGatewayImageConfigProperty	Struct	The configuration for the file system and kernels in a SageMaker AI image running as a KernelGateway app.
CfnAppImageConfig.KernelSpecProperty	Struct	The specification of a Jupyter kernel.
CfnAppImageConfigProps	Struct	Properties for defining a CfnAppImageConfig.
CfnAppProps	Struct	Properties for defining a CfnApp.
CfnArtifact.ArtifactSourceProperty	Struct
CfnArtifact.ArtifactSourceTypeProperty	Struct
CfnArtifact.MetadataPropertiesProperty	Struct
CfnArtifactProps	Struct	Properties for defining a CfnArtifact.
CfnCluster.AlarmDetailsProperty	Struct	The details of the alarm to monitor during the AMI update.
CfnCluster.AutoPatchConfigProperty	Struct	The configuration for automatic patching of the instance group.
CfnCluster.CapacitySizeConfigProperty	Struct	The configuration of the size measurements of the AMI update.
CfnCluster.ClusterAccountingDatabaseProperty	Struct	External MySQL-compatible accounting database that a Slurm cluster's slurmdbd connects to.
CfnCluster.ClusterAutoScalingConfigProperty	Struct	Specifies the autoscaling configuration for a HyperPod cluster.
CfnCluster.ClusterCapacityRequirementsProperty	Struct	Defines the instance capacity requirements for an instance group, including configurations for both Spot and On-Demand capacity types.
CfnCluster.ClusterEbsVolumeConfigProperty	Struct	Defines the configuration for attaching an additional Amazon Elastic Block Store (EBS) volume to each instance of the SageMaker HyperPod cluster instance group.
CfnCluster.ClusterFsxLustreConfigProperty	Struct	Configuration for mounting an Amazon FSx Lustre file system to the instances in the SageMaker HyperPod cluster instance group.
CfnCluster.ClusterFsxOpenZfsConfigProperty	Struct	Configuration for mounting an Amazon FSx OpenZFS file system to the instances in the SageMaker HyperPod cluster instance group.
CfnCluster.ClusterInstanceGroupProperty	Struct	The configuration information of the instance group within the HyperPod cluster.
CfnCluster.ClusterInstanceStorageConfigProperty	Struct	Defines the configuration for attaching additional storage to the instances in the SageMaker HyperPod cluster instance group.
CfnCluster.ClusterKubernetesConfigProperty	Struct	Kubernetes configuration that specifies labels and taints to be applied to cluster nodes in an instance group.
CfnCluster.ClusterKubernetesTaintProperty	Struct	A Kubernetes taint that can be applied to cluster nodes.
CfnCluster.ClusterLifeCycleConfigProperty	Struct	The lifecycle configuration for a SageMaker HyperPod cluster.
CfnCluster.ClusterNetworkInterfaceProperty	Struct	Specifies the network interface configuration for the instance group.
CfnCluster.ClusterOrchestratorEksConfigProperty	Struct	The configuration for the Amazon EKS cluster that is used as the orchestrator for the SageMaker HyperPod cluster.
CfnCluster.ClusterOrchestratorSlurmConfigProperty	Struct	Specifies parameter(s) related to Slurm as orchestrator.
CfnCluster.ClusterRestrictedInstanceGroupProperty	Struct	Details of a restricted instance group in a SageMaker HyperPod cluster.
CfnCluster.ClusterSlurmConfigProperty	Struct	Slurm configuration for the instance group.
CfnCluster.DeploymentConfigProperty	Struct	The deployment configuration for an endpoint, which contains the desired deployment strategy and rollback configurations.
CfnCluster.EnvironmentConfigProperty	Struct	The configuration for the restricted instance groups (RIG) environment.
CfnCluster.FSxLustreConfigProperty	Struct	Configuration settings for an Amazon FSx for Lustre file system to be used with the cluster.
CfnCluster.InstanceRequirementsProperty	Struct	The instance requirements for the instance group.
CfnCluster.OrchestratorProperty	Struct	The orchestrator for a SageMaker HyperPod cluster.
CfnCluster.PatchScheduleProperty	Struct	The schedule configuration for automatic patching.
CfnCluster.RestrictedInstanceGroupsConfigProperty	Struct	The cluster-level configuration for restricted instance groups, including shared environment settings for inter-RIG communication and FSx Lustre sharing.
CfnCluster.RollingUpdatePolicyProperty	Struct	Specifies a rolling deployment strategy for updating a SageMaker endpoint.
CfnCluster.ScheduledUpdateConfigProperty	Struct	The configuration object of the schedule that SageMaker follows when updating the AMI.
CfnCluster.SharedEnvironmentConfigProperty	Struct	The shared environment configuration for restricted instance groups that use cluster-level shared FSx Lustre storage.
CfnCluster.TieredStorageConfigProperty	Struct	Configuration for tiered storage in the SageMaker HyperPod cluster.
CfnCluster.VpcConfigProperty	Struct	Specifies an Amazon Virtual Private Cloud (VPC) that your SageMaker jobs, hosted models, and compute resources have access to.
CfnClusterProps	Struct	Properties for defining a CfnCluster.
CfnClusterSchedulerConfig.PriorityClassProperty	Struct	Priority class configuration.
CfnClusterSchedulerConfig.SchedulerConfigProperty	Struct	Cluster policy configuration.
CfnClusterSchedulerConfigProps	Struct	Properties for defining a CfnClusterSchedulerConfig.
CfnCodeRepository.GitConfigProperty	Struct	Specifies configuration details for a Git repository in your AWS account.
CfnCodeRepositoryProps	Struct	Properties for defining a CfnCodeRepository.
CfnContext.SourceProperty	Struct	The source type, ID, and URI.
CfnContext.TagsItemsProperty	Struct
CfnContextProps	Struct	Properties for defining a CfnContext.
CfnDataQualityJobDefinition.BatchTransformInputProperty	Struct	Input object for the batch transform job.
CfnDataQualityJobDefinition.ClusterConfigProperty	Struct	The configuration for the cluster of resources used to run the processing job.
CfnDataQualityJobDefinition.ConstraintsResourceProperty	Struct	The constraints resource for a monitoring job.
CfnDataQualityJobDefinition.CsvProperty	Struct	The CSV format.
CfnDataQualityJobDefinition.DataQualityAppSpecificationProperty	Struct	Information about the container that a data quality monitoring job runs.
CfnDataQualityJobDefinition.DataQualityBaselineConfigProperty	Struct	Configuration for monitoring constraints and monitoring statistics.
CfnDataQualityJobDefinition.DataQualityJobInputProperty	Struct	The input for the data quality monitoring job.
CfnDataQualityJobDefinition.DatasetFormatProperty	Struct	The dataset format of the data to monitor.
CfnDataQualityJobDefinition.EndpointInputProperty	Struct	Input object for the endpoint.
CfnDataQualityJobDefinition.JsonProperty	Struct	The Json format.
CfnDataQualityJobDefinition.MonitoringOutputConfigProperty	Struct	The output configuration for monitoring jobs.
CfnDataQualityJobDefinition.MonitoringOutputProperty	Struct	The output object for a monitoring job.
CfnDataQualityJobDefinition.MonitoringResourcesProperty	Struct	Identifies the resources to deploy for a monitoring job.
CfnDataQualityJobDefinition.NetworkConfigProperty	Struct	Networking options for a job, such as network traffic encryption between containers, whether to allow inbound and outbound network calls to and from containers, and the VPC subnets and security groups to use for VPC-enabled jobs.
CfnDataQualityJobDefinition.S3OutputProperty	Struct	The Amazon S3 storage location where the results of a monitoring job are saved.
CfnDataQualityJobDefinition.StatisticsResourceProperty	Struct	The statistics resource for a monitoring job.
CfnDataQualityJobDefinition.StoppingConditionProperty	Struct	Specifies a limit to how long a job can run.
CfnDataQualityJobDefinition.VpcConfigProperty	Struct	Specifies an Amazon Virtual Private Cloud (VPC) that your SageMaker jobs, hosted models, and compute resources have access to.
CfnDataQualityJobDefinitionProps	Struct	Properties for defining a CfnDataQualityJobDefinition.
CfnDevice.DeviceProperty	Struct	Information of a particular device.
CfnDeviceFleet.EdgeOutputConfigProperty	Struct	The output configuration for storing sample data collected by the fleet.
CfnDeviceFleetProps	Struct	Properties for defining a CfnDeviceFleet.
CfnDeviceProps	Struct	Properties for defining a CfnDevice.
CfnDomain.AppLifecycleManagementProperty	Struct	Settings that are used to configure and manage the lifecycle of Amazon SageMaker Studio applications.
CfnDomain.CodeEditorAppSettingsProperty	Struct	The Code Editor application settings.
CfnDomain.CodeRepositoryProperty	Struct	A Git repository that SageMaker AI automatically displays to users for cloning in the JupyterServer application.
CfnDomain.CustomFileSystemConfigProperty	Struct	The settings for assigning a custom file system to a user profile or space for an Amazon SageMaker AI Domain.
CfnDomain.CustomImageProperty	Struct	A custom SageMaker AI image.
CfnDomain.CustomPosixUserConfigProperty	Struct	Details about the POSIX identity that is used for file system operations.
CfnDomain.DefaultEbsStorageSettingsProperty	Struct	A collection of default EBS storage settings that apply to spaces created within a domain or user profile.
CfnDomain.DefaultSpaceSettingsProperty	Struct	The default settings for shared spaces that users create in the domain.
CfnDomain.DefaultSpaceStorageSettingsProperty	Struct	The default storage settings for a space.
CfnDomain.DockerSettingsProperty	Struct	A collection of settings that configure the domain's Docker interaction.
CfnDomain.DomainSettingsProperty	Struct	A collection of settings that apply to the SageMaker Domain .
CfnDomain.EFSFileSystemConfigProperty	Struct	The settings for assigning a custom Amazon EFS file system to a user profile or space for an Amazon SageMaker AI Domain.
CfnDomain.FSxLustreFileSystemConfigProperty	Struct	The settings for assigning a custom Amazon FSx for Lustre file system to a user profile or space for an Amazon SageMaker Domain.
CfnDomain.HiddenSageMakerImageProperty	Struct	The SageMaker images that are hidden from the Studio user interface.
CfnDomain.IdleSettingsProperty	Struct	Settings related to idle shutdown of Studio applications.
CfnDomain.JupyterLabAppSettingsProperty	Struct	The settings for the JupyterLab application.
CfnDomain.JupyterServerAppSettingsProperty	Struct	The JupyterServer app settings.
CfnDomain.KernelGatewayAppSettingsProperty	Struct	The KernelGateway app settings.
CfnDomain.ResourceSpecProperty	Struct	Specifies the ARN's of a SageMaker AI image and SageMaker AI image version, and the instance type that the version runs on.
CfnDomain.RSessionAppSettingsProperty	Struct	A collection of settings that apply to an RSessionGateway app.
CfnDomain.RStudioServerProAppSettingsProperty	Struct	A collection of settings that configure user interaction with the RStudioServerPro app.
CfnDomain.RStudioServerProDomainSettingsProperty	Struct	A collection of settings that configure the RStudioServerPro Domain-level app.
CfnDomain.S3FileSystemConfigProperty	Struct	Configuration for the custom Amazon S3 file system.
CfnDomain.SharingSettingsProperty	Struct	Specifies options when sharing an Amazon SageMaker Studio notebook.
CfnDomain.StudioWebPortalSettingsProperty	Struct	Studio settings.
CfnDomain.UnifiedStudioSettingsProperty	Struct	The settings that apply to an Amazon SageMaker AI domain when you use it in Amazon SageMaker Unified Studio.
CfnDomain.UserSettingsProperty	Struct	A collection of settings that apply to users of Amazon SageMaker Studio.
CfnDomainProps	Struct	Properties for defining a CfnDomain.
CfnEndpoint.AlarmProperty	Struct	An Amazon CloudWatch alarm configured to monitor metrics on an endpoint.
CfnEndpoint.AutoRollbackConfigProperty	Struct	Automatic rollback configuration for handling endpoint deployment failures and recovery.
CfnEndpoint.BlueGreenUpdatePolicyProperty	Struct	Update policy for a blue/green deployment.
CfnEndpoint.CapacitySizeProperty	Struct	Specifies the type and size of the endpoint capacity to activate for a blue/green deployment, a rolling deployment, or a rollback strategy.
CfnEndpoint.DeploymentConfigProperty	Struct	The deployment configuration for an endpoint, which contains the desired deployment strategy and rollback configurations.
CfnEndpoint.RollingUpdatePolicyProperty	Struct	Specifies a rolling deployment strategy for updating a SageMaker endpoint.
CfnEndpoint.TrafficRoutingConfigProperty	Struct	Defines the traffic routing strategy during an endpoint deployment to shift traffic from the old fleet to the new fleet.
CfnEndpoint.VariantPropertyProperty	Struct	Specifies a production variant property type for an Endpoint.
CfnEndpointConfig.AsyncInferenceClientConfigProperty	Struct	Configures the behavior of the client used by SageMaker to interact with the model container during asynchronous inference.
CfnEndpointConfig.AsyncInferenceConfigProperty	Struct	Specifies configuration for how an endpoint performs asynchronous inference.
CfnEndpointConfig.AsyncInferenceNotificationConfigProperty	Struct	Specifies the configuration for notifications of inference results for asynchronous inference.
CfnEndpointConfig.AsyncInferenceOutputConfigProperty	Struct	Specifies the configuration for asynchronous inference invocation outputs.
CfnEndpointConfig.CapacityReservationConfigProperty	Struct	Settings for the capacity reservation for the compute instances that SageMaker AI reserves for an endpoint.
CfnEndpointConfig.CaptureContentTypeHeaderProperty	Struct	Specifies the JSON and CSV content types of the data that the endpoint captures.
CfnEndpointConfig.CaptureOptionProperty	Struct	Specifies whether the endpoint captures input data or output data.
CfnEndpointConfig.ClarifyExplainerConfigProperty	Struct	The configuration parameters for the SageMaker Clarify explainer.
CfnEndpointConfig.ClarifyInferenceConfigProperty	Struct	The inference configuration parameter for the model container.
CfnEndpointConfig.ClarifyShapBaselineConfigProperty	Struct	The configuration for the SHAP baseline (also called the background or reference dataset) of the Kernal SHAP algorithm.
CfnEndpointConfig.ClarifyShapConfigProperty	Struct	The configuration for SHAP analysis using SageMaker Clarify Explainer.
CfnEndpointConfig.ClarifyTextConfigProperty	Struct	A parameter used to configure the SageMaker Clarify explainer to treat text features as text so that explanations are provided for individual units of text.
CfnEndpointConfig.CoreDumpConfigProperty	Struct	Specifies where SageMaker writes core dumps from the model container when the process crashes, and how it encrypts them.
CfnEndpointConfig.DataCaptureConfigProperty	Struct	Specifies the configuration of your endpoint for model monitor data capture.
CfnEndpointConfig.ExplainerConfigProperty	Struct	A parameter to activate explainers.
CfnEndpointConfig.InstancePoolProperty	Struct	Specifies an instance type and its priority for a heterogeneous endpoint.
CfnEndpointConfig.ManagedInstanceScalingProperty	Struct	Settings that control the range in the number of instances that the endpoint provisions as it scales up or down to accommodate traffic.
CfnEndpointConfig.MetricsConfigProperty	Struct	Specifies the metrics that the endpoint publishes to Amazon CloudWatch, the frequency of publication, and whether to enable enhanced or detailed observability metrics.
CfnEndpointConfig.PrefixAwareRoutingConfigProperty	Struct	The configuration for prefix-aware routing on a SageMaker real-time inference endpoint.
CfnEndpointConfig.ProductionVariantProperty	Struct	Specifies a model that you want to host and the resources to deploy for hosting it.
CfnEndpointConfig.RoutingConfigProperty	Struct	Settings that control how the endpoint routes incoming traffic to the instances that the endpoint hosts.
CfnEndpointConfig.ScaleInPolicyProperty	Struct	Specifies how the endpoint releases instances when managed instance scaling scales in.
CfnEndpointConfig.ServerlessConfigProperty	Struct	Specifies the serverless configuration for an endpoint variant.
CfnEndpointConfig.VpcConfigProperty	Struct	Specifies an Amazon Virtual Private Cloud (VPC) that your SageMaker jobs, hosted models, and compute resources have access to.
CfnEndpointConfigProps	Struct	Properties for defining a CfnEndpointConfig.
CfnEndpointProps	Struct	Properties for defining a CfnEndpoint.
CfnExperiment.TagsItemsProperty	Struct
CfnExperimentProps	Struct	Properties for defining a CfnExperiment.
CfnExperimentTrialComponent.MetadataPropertiesProperty	Struct
CfnExperimentTrialComponent.StatusProperty	Struct
CfnExperimentTrialComponent.TagsItemsProperty	Struct
CfnExperimentTrialComponentProps	Struct	Properties for defining a CfnExperimentTrialComponent.
CfnFeatureGroup.DataCatalogConfigProperty	Struct	The meta data of the Glue table which serves as data catalog for the OfflineStore .
CfnFeatureGroup.FeatureDefinitionProperty	Struct	A list of features.
CfnFeatureGroup.OfflineStoreConfigProperty	Struct	The configuration of an OfflineStore .
CfnFeatureGroup.OnlineStoreConfigProperty	Struct	Use this to specify the AWS Key Management Service (KMS) Key ID, or KMSKeyId , for at rest data encryption.
CfnFeatureGroup.OnlineStoreSecurityConfigProperty	Struct	The security configuration for OnlineStore .
CfnFeatureGroup.S3StorageConfigProperty	Struct	The Amazon Simple Storage (Amazon S3) location and security configuration for OfflineStore .
CfnFeatureGroup.ThroughputConfigProperty	Struct	Used to set feature group throughput configuration.
CfnFeatureGroup.TtlDurationProperty	Struct	Time to live duration, where the record is hard deleted after the expiration time is reached;
CfnFeatureGroupProps	Struct	Properties for defining a CfnFeatureGroup.
CfnHub.S3StorageConfigProperty	Struct	The Amazon S3 storage configuration for the hub.
CfnHubProps	Struct	Properties for defining a CfnHub.
CfnHumanTaskUi.UiTemplateProperty	Struct	The Liquid template for the worker user interface.
CfnHumanTaskUiProps	Struct	Properties for defining a CfnHumanTaskUi.
CfnImageProps	Struct	Properties for defining a CfnImage.
CfnImageVersionProps	Struct	Properties for defining a CfnImageVersion.
CfnInferenceComponent.AlarmProperty	Struct	An Amazon CloudWatch alarm configured to monitor metrics on an endpoint.
CfnInferenceComponent.AutoRollbackConfigurationProperty	Struct
CfnInferenceComponent.ContainerMetricsConfigProperty	Struct	The configuration for container metrics scraping.
CfnInferenceComponent.DeployedImageProperty	Struct	Gets the Amazon EC2 Container Registry path of the docker image of the model that is hosted in this ProductionVariant .
CfnInferenceComponent.InferenceComponentAvailabilityZoneBalanceProperty	Struct	Configuration for balancing inference component copies across Availability Zones.
CfnInferenceComponent.InferenceComponentCapacitySizeProperty	Struct	Specifies the type and size of the endpoint capacity to activate for a rolling deployment or a rollback strategy.
CfnInferenceComponent.InferenceComponentComputeResourceRequirementsProperty	Struct	Defines the compute resources to allocate to run a model, plus any adapter models, that you assign to an inference component.
CfnInferenceComponent.InferenceComponentContainerSpecificationForInstanceTypeProperty	Struct	Container specification for one Specifications entry.
CfnInferenceComponent.InferenceComponentContainerSpecificationProperty	Struct	Defines a container that provides the runtime environment for a model that you deploy with an inference component.
CfnInferenceComponent.InferenceComponentDataCacheConfigProperty	Struct	Settings that affect how the inference component caches data.
CfnInferenceComponent.InferenceComponentDeploymentConfigProperty	Struct	The deployment configuration for an endpoint that hosts inference components.
CfnInferenceComponent.InferenceComponentPlacementStatusProperty	Struct	The number of inference component copies currently placed on instances of a given type.
CfnInferenceComponent.InferenceComponentRollingUpdatePolicyProperty	Struct	Specifies a rolling deployment strategy for updating a SageMaker AI inference component.
CfnInferenceComponent.InferenceComponentRuntimeConfigProperty	Struct	Runtime settings for a model that is deployed with an inference component.
CfnInferenceComponent.InferenceComponentSchedulingConfigProperty	Struct	The scheduling configuration that determines how inference component copies are placed across available instances.
CfnInferenceComponent.InferenceComponentSpecificationForInstanceTypeProperty	Struct	A specification for one instance type, for use in Specifications.
CfnInferenceComponent.InferenceComponentSpecificationProperty	Struct	Details about the resources to deploy with this inference component, including the model, container, and compute resources.
CfnInferenceComponent.InferenceComponentStartupParametersProperty	Struct	Settings that take effect while the model container starts up.
CfnInferenceComponent.MetricsEndpointProperty	Struct	A metrics endpoint exposed by the container.
CfnInferenceComponentProps	Struct	Properties for defining a CfnInferenceComponent.
CfnInferenceExperiment.CaptureContentTypeHeaderProperty	Struct	Configuration specifying how to treat different headers.
CfnInferenceExperiment.DataStorageConfigProperty	Struct	The Amazon S3 location and configuration for storing inference request and response data.
CfnInferenceExperiment.EndpointMetadataProperty	Struct	The metadata of the endpoint.
CfnInferenceExperiment.InferenceExperimentScheduleProperty	Struct	The start and end times of an inference experiment.
CfnInferenceExperiment.ModelInfrastructureConfigProperty	Struct	The configuration for the infrastructure that the model will be deployed to.
CfnInferenceExperiment.ModelVariantConfigProperty	Struct	Contains information about the deployment options of a model.
CfnInferenceExperiment.RealTimeInferenceConfigProperty	Struct	The infrastructure configuration for deploying the model to a real-time inference endpoint.
CfnInferenceExperiment.ShadowModeConfigProperty	Struct	The configuration of ShadowMode inference experiment type, which specifies a production variant to take all the inference requests, and a shadow variant to which Amazon SageMaker replicates a percentage of the inference requests.
CfnInferenceExperiment.ShadowModelVariantConfigProperty	Struct	The name and sampling percentage of a shadow variant.
CfnInferenceExperimentProps	Struct	Properties for defining a CfnInferenceExperiment.
CfnMlflowAppProps	Struct	Properties for defining a CfnMlflowApp.
CfnMlflowTrackingServerProps	Struct	Properties for defining a CfnMlflowTrackingServer.
CfnModel.ContainerDefinitionProperty	Struct	Describes the container, as part of model definition.
CfnModel.HubAccessConfigProperty	Struct	The configuration for a private hub model reference that points to a public SageMaker JumpStart model.
CfnModel.ImageConfigProperty	Struct	Specifies whether the model container is in Amazon ECR or a private Docker registry accessible from your Amazon Virtual Private Cloud (VPC).
CfnModel.InferenceExecutionConfigProperty	Struct	Specifies details about how containers in a multi-container endpoint are run.
CfnModel.ModelAccessConfigProperty	Struct	The access configuration file to control access to the ML model.
CfnModel.ModelDataSourceProperty	Struct	Specifies the location of ML model data to deploy.
CfnModel.MultiModelConfigProperty	Struct	Specifies additional configuration for hosting multi-model endpoints.
CfnModel.RepositoryAuthConfigProperty	Struct	Specifies an authentication configuration for the private docker registry where your model image is hosted.
CfnModel.S3DataSourceProperty	Struct	Describes the S3 data source.
CfnModel.VpcConfigProperty	Struct	Specifies an Amazon Virtual Private Cloud (VPC) that your SageMaker jobs, hosted models, and compute resources have access to.
CfnModelBiasJobDefinition.BatchTransformInputProperty	Struct	Input object for the batch transform job.
CfnModelBiasJobDefinition.ClusterConfigProperty	Struct	The configuration for the cluster resources used to run the processing job.
CfnModelBiasJobDefinition.ConstraintsResourceProperty	Struct	The constraints resource for a monitoring job.
CfnModelBiasJobDefinition.CsvProperty	Struct	The CSV format.
CfnModelBiasJobDefinition.DatasetFormatProperty	Struct	The dataset format of the data to monitor.
CfnModelBiasJobDefinition.EndpointInputProperty	Struct	Input object for the endpoint.
CfnModelBiasJobDefinition.JsonProperty	Struct	The Json format.
CfnModelBiasJobDefinition.ModelBiasAppSpecificationProperty	Struct	Docker container image configuration object for the model bias job.
CfnModelBiasJobDefinition.ModelBiasBaselineConfigProperty	Struct	The configuration for a baseline model bias job.
CfnModelBiasJobDefinition.ModelBiasJobInputProperty	Struct	Inputs for the model bias job.
CfnModelBiasJobDefinition.MonitoringGroundTruthS3InputProperty	Struct	The ground truth labels for the dataset used for the monitoring job.
CfnModelBiasJobDefinition.MonitoringOutputConfigProperty	Struct	The output configuration for monitoring jobs.
CfnModelBiasJobDefinition.MonitoringOutputProperty	Struct	The output object for a monitoring job.
CfnModelBiasJobDefinition.MonitoringResourcesProperty	Struct	Identifies the resources to deploy for a monitoring job.
CfnModelBiasJobDefinition.NetworkConfigProperty	Struct	Networking options for a job, such as network traffic encryption between containers, whether to allow inbound and outbound network calls to and from containers, and the VPC subnets and security groups to use for VPC-enabled jobs.
CfnModelBiasJobDefinition.S3OutputProperty	Struct	The Amazon S3 storage location where the results of a monitoring job are saved.
CfnModelBiasJobDefinition.StoppingConditionProperty	Struct	Specifies a limit to how long a job can run.
CfnModelBiasJobDefinition.VpcConfigProperty	Struct	Specifies an Amazon Virtual Private Cloud (VPC) that your SageMaker jobs, hosted models, and compute resources have access to.
CfnModelBiasJobDefinitionProps	Struct	Properties for defining a CfnModelBiasJobDefinition.
CfnModelCard.AdditionalInformationProperty	Struct	Additional information about the model.
CfnModelCard.BusinessDetailsProperty	Struct	Information about how the model supports business goals.
CfnModelCard.ContainerProperty	Struct
CfnModelCard.ContentProperty	Struct	The content of the model card.
CfnModelCard.EvaluationDetailProperty	Struct	The evaluation details of the model.
CfnModelCard.FunctionProperty	Struct	Function details.
CfnModelCard.InferenceEnvironmentProperty	Struct	An overview of a model's inference environment.
CfnModelCard.InferenceSpecificationProperty	Struct	Defines how to perform inference generation after a training job is run.
CfnModelCard.IntendedUsesProperty	Struct	The intended uses of a model.
CfnModelCard.MetricDataItemsProperty	Struct	Metric data.
CfnModelCard.MetricGroupProperty	Struct	A group of metric data that you use to initialize a metric group object.
CfnModelCard.ModelOverviewProperty	Struct	An overview about the model.
CfnModelCard.ModelPackageCreatorProperty	Struct
CfnModelCard.ModelPackageDetailsProperty	Struct	Metadata information related to model package version.
CfnModelCard.ObjectiveFunctionProperty	Struct	The function that is optimized during model training.
CfnModelCard.SecurityConfigProperty	Struct	The security configuration used to protect model card data.
CfnModelCard.SourceAlgorithmProperty	Struct	Specifies an algorithm that was used to create the model package.
CfnModelCard.TrainingDetailsProperty	Struct	The training details of the model.
CfnModelCard.TrainingEnvironmentProperty	Struct	SageMaker AI training image.
CfnModelCard.TrainingHyperParameterProperty	Struct	A hyper parameter that was configured in training the model.
CfnModelCard.TrainingJobDetailsProperty	Struct	The overview of a training job.
CfnModelCard.TrainingMetricProperty	Struct	A result from a SageMaker AI training job.
CfnModelCard.UserContextProperty	Struct	Information about the user who created or modified a SageMaker resource.
CfnModelCardProps	Struct	Properties for defining a CfnModelCard.
CfnModelExplainabilityJobDefinition.BatchTransformInputProperty	Struct	Input object for the batch transform job.
CfnModelExplainabilityJobDefinition.ClusterConfigProperty	Struct	The configuration for the cluster resources used to run the processing job.
CfnModelExplainabilityJobDefinition.ConstraintsResourceProperty	Struct	Input object for the endpoint.
CfnModelExplainabilityJobDefinition.CsvProperty	Struct	The CSV format.
CfnModelExplainabilityJobDefinition.DatasetFormatProperty	Struct	The dataset format of the data to monitor.
CfnModelExplainabilityJobDefinition.EndpointInputProperty	Struct	Input object for the endpoint.
CfnModelExplainabilityJobDefinition.JsonProperty	Struct	The Json format.
CfnModelExplainabilityJobDefinition.ModelExplainabilityAppSpecificationProperty	Struct	Docker container image configuration object for the model explainability job.
CfnModelExplainabilityJobDefinition.ModelExplainabilityBaselineConfigProperty	Struct	The configuration for a baseline model explainability job.
CfnModelExplainabilityJobDefinition.ModelExplainabilityJobInputProperty	Struct	Inputs for the model explainability job.
CfnModelExplainabilityJobDefinition.MonitoringOutputConfigProperty	Struct	The output configuration for monitoring jobs.
CfnModelExplainabilityJobDefinition.MonitoringOutputProperty	Struct	The output object for a monitoring job.
CfnModelExplainabilityJobDefinition.MonitoringResourcesProperty	Struct	Identifies the resources to deploy for a monitoring job.
CfnModelExplainabilityJobDefinition.NetworkConfigProperty	Struct	Networking options for a job, such as network traffic encryption between containers, whether to allow inbound and outbound network calls to and from containers, and the VPC subnets and security groups to use for VPC-enabled jobs.
CfnModelExplainabilityJobDefinition.S3OutputProperty	Struct	The Amazon S3 storage location where the results of a monitoring job are saved.
CfnModelExplainabilityJobDefinition.StoppingConditionProperty	Struct	Specifies a limit to how long a job can run.
CfnModelExplainabilityJobDefinition.VpcConfigProperty	Struct	Specifies an Amazon Virtual Private Cloud (VPC) that your SageMaker jobs, hosted models, and compute resources have access to.
CfnModelExplainabilityJobDefinitionProps	Struct	Properties for defining a CfnModelExplainabilityJobDefinition.
CfnModelPackage.AdditionalInferenceSpecificationDefinitionProperty	Struct	A structure of additional Inference Specification.
CfnModelPackage.BiasProperty	Struct	Contains bias metrics for a model.
CfnModelPackage.DataSourceProperty	Struct	Describes the location of the channel data.
CfnModelPackage.DriftCheckBaselinesProperty	Struct	Represents the drift check baselines that can be used when the model monitor is set using the model package.
CfnModelPackage.DriftCheckBiasProperty	Struct	Represents the drift check bias baselines that can be used when the model monitor is set using the model package.
CfnModelPackage.DriftCheckExplainabilityProperty	Struct	Represents the drift check explainability baselines that can be used when the model monitor is set using the model package.
CfnModelPackage.DriftCheckModelDataQualityProperty	Struct	Represents the drift check data quality baselines that can be used when the model monitor is set using the model package.
CfnModelPackage.DriftCheckModelQualityProperty	Struct	Represents the drift check model quality baselines that can be used when the model monitor is set using the model package.
CfnModelPackage.ExplainabilityProperty	Struct	Contains explainability metrics for a model.
CfnModelPackage.FileSourceProperty	Struct	Contains details regarding the file source.
CfnModelPackage.InferenceSpecificationProperty	Struct	Defines how to perform inference generation after a training job is run.
CfnModelPackage.MetadataPropertiesProperty	Struct	Metadata properties of the tracking entity, trial, or trial component.
CfnModelPackage.MetricsSourceProperty	Struct	Details about the metrics source.
CfnModelPackage.ModelAccessConfigProperty	Struct	The access configuration file to control access to the ML model.
CfnModelPackage.ModelCardProperty	Struct	An Amazon SageMaker Model Card.
CfnModelPackage.ModelDataQualityProperty	Struct	Data quality constraints and statistics for a model.
CfnModelPackage.ModelDataSourceProperty	Struct	Specifies the location of ML model data to deploy.
CfnModelPackage.ModelInputProperty	Struct	Input object for the model.
CfnModelPackage.ModelMetricsProperty	Struct	Contains metrics captured from a model.
CfnModelPackage.ModelPackageContainerDefinitionProperty	Struct	Describes the Docker container for the model package.
CfnModelPackage.ModelPackageStatusDetailsProperty	Struct	Specifies the validation and image scan statuses of the model package.
CfnModelPackage.ModelPackageStatusItemProperty	Struct	Represents the overall status of a model package.
CfnModelPackage.ModelQualityProperty	Struct	Model quality statistics and constraints.
CfnModelPackage.S3DataSourceProperty	Struct	Describes the S3 data source.
CfnModelPackage.S3ModelDataSourceProperty	Struct	Specifies the S3 location of ML model data to deploy.
CfnModelPackage.SecurityConfigProperty	Struct	An optional AWS Key Management Service key to encrypt, decrypt, and re-encrypt model package information for regulated workloads with highly sensitive data.
CfnModelPackage.SourceAlgorithmProperty	Struct	Specifies an algorithm that was used to create the model package.
CfnModelPackage.SourceAlgorithmSpecificationProperty	Struct	A list of algorithms that were used to create a model package.
CfnModelPackage.TransformInputProperty	Struct	Describes the input source of a transform job and the way the transform job consumes it.
CfnModelPackage.TransformJobDefinitionProperty	Struct	Defines the input needed to run a transform job using the inference specification specified in the algorithm.
CfnModelPackage.TransformOutputProperty	Struct	Describes the results of a transform job.
CfnModelPackage.TransformResourcesProperty	Struct	Describes the resources, including ML instance types and ML instance count, to use for transform job.
CfnModelPackage.ValidationProfileProperty	Struct	Contains data, such as the inputs and targeted instance types that are used in the process of validating the model package.
CfnModelPackage.ValidationSpecificationProperty	Struct	Specifies batch transform jobs that SageMaker runs to validate your model package.
CfnModelPackageGroupProps	Struct	Properties for defining a CfnModelPackageGroup.
CfnModelPackageProps	Struct	Properties for defining a CfnModelPackage.
CfnModelProps	Struct	Properties for defining a CfnModel.
CfnModelQualityJobDefinition.BatchTransformInputProperty	Struct	Input object for the batch transform job.
CfnModelQualityJobDefinition.ClusterConfigProperty	Struct	The configuration for the cluster of resources used to run the processing job.
CfnModelQualityJobDefinition.ConstraintsResourceProperty	Struct	The constraints resource for a monitoring job.
CfnModelQualityJobDefinition.CsvProperty	Struct	The CSV format.
CfnModelQualityJobDefinition.DatasetFormatProperty	Struct	The dataset format of the data to monitor.
CfnModelQualityJobDefinition.EndpointInputProperty	Struct	Input object for the endpoint.
CfnModelQualityJobDefinition.JsonProperty	Struct	The Json format.
CfnModelQualityJobDefinition.ModelQualityAppSpecificationProperty	Struct	Container image configuration object for the monitoring job.
CfnModelQualityJobDefinition.ModelQualityBaselineConfigProperty	Struct	Configuration for monitoring constraints and monitoring statistics.
CfnModelQualityJobDefinition.ModelQualityJobInputProperty	Struct	The input for the model quality monitoring job.
CfnModelQualityJobDefinition.MonitoringGroundTruthS3InputProperty	Struct	The ground truth labels for the dataset used for the monitoring job.
CfnModelQualityJobDefinition.MonitoringOutputConfigProperty	Struct	The output configuration for monitoring jobs.
CfnModelQualityJobDefinition.MonitoringOutputProperty	Struct	The output object for a monitoring job.
CfnModelQualityJobDefinition.MonitoringResourcesProperty	Struct	Identifies the resources to deploy for a monitoring job.
CfnModelQualityJobDefinition.NetworkConfigProperty	Struct	Networking options for a job, such as network traffic encryption between containers, whether to allow inbound and outbound network calls to and from containers, and the VPC subnets and security groups to use for VPC-enabled jobs.
CfnModelQualityJobDefinition.S3OutputProperty	Struct	The Amazon S3 storage location where the results of a monitoring job are saved.
CfnModelQualityJobDefinition.StoppingConditionProperty	Struct	Specifies a limit to how long a job can run.
CfnModelQualityJobDefinition.VpcConfigProperty	Struct	Specifies an Amazon Virtual Private Cloud (VPC) that your SageMaker jobs, hosted models, and compute resources have access to.
CfnModelQualityJobDefinitionProps	Struct	Properties for defining a CfnModelQualityJobDefinition.
CfnMonitoringSchedule.BaselineConfigProperty	Struct	Baseline configuration used to validate that the data conforms to the specified constraints and statistics.
CfnMonitoringSchedule.BatchTransformInputProperty	Struct	Input object for the batch transform job.
CfnMonitoringSchedule.ClusterConfigProperty	Struct	Configuration for the cluster used to run model monitoring jobs.
CfnMonitoringSchedule.ConstraintsResourceProperty	Struct	The Amazon S3 URI for the constraints resource.
CfnMonitoringSchedule.CsvProperty	Struct	The CSV format.
CfnMonitoringSchedule.DatasetFormatProperty	Struct	The dataset format of the data to monitor.
CfnMonitoringSchedule.EndpointInputProperty	Struct	Input object for the endpoint.
CfnMonitoringSchedule.JsonProperty	Struct	The Json format.
CfnMonitoringSchedule.MonitoringAppSpecificationProperty	Struct	Container image configuration object for the monitoring job.
CfnMonitoringSchedule.MonitoringExecutionSummaryProperty	Struct	Summary of information about the last monitoring job to run.
CfnMonitoringSchedule.MonitoringInputProperty	Struct	The inputs for a monitoring job.
CfnMonitoringSchedule.MonitoringJobDefinitionProperty	Struct	Defines the monitoring job.
CfnMonitoringSchedule.MonitoringOutputConfigProperty	Struct	The output configuration for monitoring jobs.
CfnMonitoringSchedule.MonitoringOutputProperty	Struct	The output object for a monitoring job.
CfnMonitoringSchedule.MonitoringResourcesProperty	Struct	Identifies the resources to deploy for a monitoring job.
CfnMonitoringSchedule.MonitoringScheduleConfigProperty	Struct	Configures the monitoring schedule and defines the monitoring job.
CfnMonitoringSchedule.NetworkConfigProperty	Struct	Networking options for a job, such as network traffic encryption between containers, whether to allow inbound and outbound network calls to and from containers, and the VPC subnets and security groups to use for VPC-enabled jobs.
CfnMonitoringSchedule.S3OutputProperty	Struct	Information about where and how you want to store the results of a monitoring job.
CfnMonitoringSchedule.ScheduleConfigProperty	Struct	Configuration details about the monitoring schedule.
CfnMonitoringSchedule.StatisticsResourceProperty	Struct	The baseline statistics file in Amazon S3 that the current monitoring job should be validated against.
CfnMonitoringSchedule.StoppingConditionProperty	Struct	Specifies a limit to how long a job can run.
CfnMonitoringSchedule.VpcConfigProperty	Struct	Specifies an Amazon Virtual Private Cloud (VPC) that your SageMaker jobs, hosted models, and compute resources have access to.
CfnMonitoringScheduleProps	Struct	Properties for defining a CfnMonitoringSchedule.
CfnNotebookInstance.InstanceMetadataServiceConfigurationProperty	Struct	Information on the IMDS configuration of the notebook instance.
CfnNotebookInstanceLifecycleConfig.NotebookInstanceLifecycleHookProperty	Struct	Specifies the notebook instance lifecycle configuration script.
CfnNotebookInstanceLifecycleConfigProps	Struct	Properties for defining a CfnNotebookInstanceLifecycleConfig.
CfnNotebookInstanceProps	Struct	Properties for defining a CfnNotebookInstance.
CfnPartnerApp.PartnerAppConfigProperty	Struct	A collection of configuration settings for the PartnerApp.
CfnPartnerApp.PartnerAppMaintenanceConfigProperty	Struct	A collection of settings that specify the maintenance schedule for the PartnerApp.
CfnPartnerAppProps	Struct	Properties for defining a CfnPartnerApp.
CfnPipeline.ParallelismConfigurationProperty	Struct	Configuration that controls the parallelism of the pipeline.
CfnPipeline.PipelineDefinitionProperty	Struct	The definition of the pipeline.
CfnPipeline.S3LocationProperty	Struct	The location of the pipeline definition stored in Amazon S3.
CfnPipelineProps	Struct	Properties for defining a CfnPipeline.
CfnProcessingJob.AppSpecificationProperty	Struct	Configuration to run a processing job in a specified container image.
CfnProcessingJob.AthenaDatasetDefinitionProperty	Struct	Configuration for Athena Dataset Definition input.
CfnProcessingJob.ClusterConfigProperty	Struct	Configuration for the cluster used to run a processing job.
CfnProcessingJob.DatasetDefinitionProperty	Struct	Configuration for Dataset Definition inputs.
CfnProcessingJob.ExperimentConfigProperty	Struct	Associates a SageMaker job as a trial component with an experiment and trial.
CfnProcessingJob.FeatureStoreOutputProperty	Struct	Configuration for processing job outputs in Amazon SageMaker Feature Store.
CfnProcessingJob.NetworkConfigProperty	Struct	Networking options for a job, such as network traffic encryption between containers, whether to allow inbound and outbound network calls to and from containers, and the VPC subnets and security groups to use for VPC-enabled jobs.
CfnProcessingJob.ProcessingInputsObjectProperty	Struct	The inputs for a processing job.
CfnProcessingJob.ProcessingOutputConfigProperty	Struct	Configuration for uploading output from the processing container.
CfnProcessingJob.ProcessingOutputsObjectProperty	Struct	Describes the results of a processing job.
CfnProcessingJob.ProcessingResourcesProperty	Struct	Identifies the resources, ML compute instances, and ML storage volumes to deploy for a processing job.
CfnProcessingJob.RedshiftDatasetDefinitionProperty	Struct	Configuration for Redshift Dataset Definition input.
CfnProcessingJob.S3InputProperty	Struct	Configuration for downloading input data from Amazon S3 into the processing container.
CfnProcessingJob.S3OutputProperty	Struct	Configuration for uploading output data to Amazon S3 from the processing container.
CfnProcessingJob.StoppingConditionProperty	Struct	Configures conditions under which the processing job should be stopped, such as how long the processing job has been running.
CfnProcessingJob.VpcConfigProperty	Struct	Specifies an Amazon Virtual Private Cloud (VPC) that your SageMaker jobs, hosted models, and compute resources have access to.
CfnProcessingJobProps	Struct	Properties for defining a CfnProcessingJob.
CfnProject.CfnStackParameterProperty	Struct	A key-value pair representing a parameter used in the CloudFormation stack.
CfnProject.CfnTemplateProviderDetailProperty	Struct	Details about a CloudFormation template provider configuration and associated provisioning information.
CfnProject.ProvisioningParameterProperty	Struct	A key value pair used when you provision a project as a service catalog product.
CfnProject.ServiceCatalogProvisionedProductDetailsProperty	Struct	Details of a provisioned service catalog product.
CfnProject.ServiceCatalogProvisioningDetailsProperty	Struct	Details that you specify to provision a service catalog product.
CfnProject.TemplateProviderDetailProperty	Struct	Details about a template provider configuration and associated provisioning information.
CfnProjectProps	Struct	Properties for defining a CfnProject.
CfnSpace.CodeRepositoryProperty	Struct	A Git repository that SageMaker AI automatically displays to users for cloning in the JupyterServer application.
CfnSpace.CustomFileSystemProperty	Struct	A file system, created by you, that you assign to a user profile or space for an Amazon SageMaker AI Domain.
CfnSpace.CustomImageProperty	Struct	A custom SageMaker AI image.
CfnSpace.EbsStorageSettingsProperty	Struct	A collection of EBS storage settings that apply to both private and shared spaces.
CfnSpace.EFSFileSystemProperty	Struct	A file system, created by you in Amazon EFS, that you assign to a user profile or space for an Amazon SageMaker AI Domain.
CfnSpace.FSxLustreFileSystemProperty	Struct	A custom file system in Amazon FSx for Lustre.
CfnSpace.JupyterServerAppSettingsProperty	Struct	The JupyterServer app settings.
CfnSpace.KernelGatewayAppSettingsProperty	Struct	The KernelGateway app settings.
CfnSpace.OwnershipSettingsProperty	Struct	The collection of ownership settings for a space.
CfnSpace.ResourceSpecProperty	Struct	Specifies the ARN's of a SageMaker AI image and SageMaker AI image version, and the instance type that the version runs on.
CfnSpace.S3FileSystemProperty	Struct	A custom file system in Amazon S3.
CfnSpace.SpaceAppLifecycleManagementProperty	Struct	Settings that are used to configure and manage the lifecycle of Amazon SageMaker Studio applications in a space.
CfnSpace.SpaceCodeEditorAppSettingsProperty	Struct	The application settings for a Code Editor space.
CfnSpace.SpaceIdleSettingsProperty	Struct	Settings related to idle shutdown of Studio applications in a space.
CfnSpace.SpaceJupyterLabAppSettingsProperty	Struct	The settings for the JupyterLab application within a space.
CfnSpace.SpaceSettingsProperty	Struct	A collection of space settings.
CfnSpace.SpaceSharingSettingsProperty	Struct	A collection of space sharing settings.
CfnSpace.SpaceStorageSettingsProperty	Struct	The storage settings for a space.
CfnSpaceProps	Struct	Properties for defining a CfnSpace.
CfnStudioLifecycleConfigProps	Struct	Properties for defining a CfnStudioLifecycleConfig.
CfnTrialComponent.MetadataPropertiesProperty	Struct	Metadata properties of the tracking entity, trial, or trial component.
CfnTrialComponent.TagsItemsProperty	Struct
CfnTrialComponent.TrialComponentArtifactProperty	Struct	Represents an input or output artifact of a trial component.
CfnTrialComponent.TrialComponentParameterValueProperty	Struct	The value of a hyperparameter.
CfnTrialComponent.TrialComponentStatusProperty	Struct	The status of the trial component.
CfnTrialComponentProps	Struct	Properties for defining a CfnTrialComponent.
CfnUserProfile.AppLifecycleManagementProperty	Struct	Settings that are used to configure and manage the lifecycle of Amazon SageMaker Studio applications.
CfnUserProfile.CodeEditorAppSettingsProperty	Struct	The Code Editor application settings.
CfnUserProfile.CodeRepositoryProperty	Struct	A Git repository that SageMaker AI automatically displays to users for cloning in the JupyterServer application.
CfnUserProfile.CustomFileSystemConfigProperty	Struct	The settings for assigning a custom file system to a user profile or space for an Amazon SageMaker AI Domain.
CfnUserProfile.CustomImageProperty	Struct	A custom SageMaker AI image.
CfnUserProfile.CustomPosixUserConfigProperty	Struct	Details about the POSIX identity that is used for file system operations.
CfnUserProfile.DefaultEbsStorageSettingsProperty	Struct	A collection of default EBS storage settings that apply to spaces created within a domain or user profile.
CfnUserProfile.DefaultSpaceStorageSettingsProperty	Struct	The default storage settings for a space.
CfnUserProfile.EFSFileSystemConfigProperty	Struct	The settings for assigning a custom Amazon EFS file system to a user profile or space for an Amazon SageMaker AI Domain.
CfnUserProfile.EmrSettingsProperty	Struct	Configuration parameters specifying IAM roles assumed by SageMaker's execution role and cluster instances.
CfnUserProfile.FSxLustreFileSystemConfigProperty	Struct	The settings for assigning a custom Amazon FSx for Lustre file system to a user profile or space for an Amazon SageMaker Domain.
CfnUserProfile.HiddenSageMakerImageProperty	Struct	The SageMaker images that are hidden from the Studio user interface.
CfnUserProfile.IdleSettingsProperty	Struct	Settings related to idle shutdown of Studio applications.
CfnUserProfile.JupyterLabAppSettingsProperty	Struct	The settings for the JupyterLab application.
CfnUserProfile.JupyterServerAppSettingsProperty	Struct	The JupyterServer app settings.
CfnUserProfile.KernelGatewayAppSettingsProperty	Struct	The KernelGateway app settings.
CfnUserProfile.ResourceSpecProperty	Struct	Specifies the ARN's of a SageMaker AI image and SageMaker AI image version, and the instance type that the version runs on.
CfnUserProfile.RStudioServerProAppSettingsProperty	Struct	A collection of settings that configure user interaction with the RStudioServerPro app.
CfnUserProfile.S3FileSystemConfigProperty	Struct	Configuration for the custom Amazon S3 file system.
CfnUserProfile.SharingSettingsProperty	Struct	Specifies options when sharing an Amazon SageMaker Studio notebook.
CfnUserProfile.StudioWebPortalSettingsProperty	Struct	Studio settings.
CfnUserProfile.UserSettingsProperty	Struct	A collection of settings that apply to users of Amazon SageMaker Studio.
CfnUserProfileProps	Struct	Properties for defining a CfnUserProfile.
CfnWorkforce.CognitoConfigProperty	Struct	The configuration of an Amazon Cognito workforce.
CfnWorkforce.OidcConfigProperty	Struct	The configuration of an OIDC Identity Provider (IdP) private workforce.
CfnWorkforce.SourceIpConfigProperty	Struct	A list of IP address ranges used to access your training data.
CfnWorkforce.WorkforceVpcConfigRequestProperty	Struct	The VPC configuration for the workforce.
CfnWorkforceProps	Struct	Properties for defining a CfnWorkforce.
CfnWorkteam.CognitoMemberDefinitionProperty	Struct	Identifies a Amazon Cognito user group.
CfnWorkteam.MemberDefinitionProperty	Struct	Defines an Amazon Cognito or your own OIDC IdP user group that is part of a work team.
CfnWorkteam.NotificationConfigurationProperty	Struct	Configures Amazon SNS notifications of available or expiring work items for work teams.
CfnWorkteam.OidcMemberDefinitionProperty	Struct	A list of user groups that exist in your OIDC Identity Provider (IdP).
CfnWorkteamProps	Struct	Properties for defining a CfnWorkteam.
IEndpoint	Interface	The interface for a SageMaker Endpoint resource.
IPipeline	Interface	The interface for a SageMaker Pipeline resource.