Package software.amazon.awscdk.services.sagemaker
package software.amazon.awscdk.services.sagemaker
Amazon SageMaker Construct Library
This module is part of the AWS Cloud Development Kit project.
import software.amazon.awscdk.services.sagemaker.*;
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:
@aws-cdk/aws-sagemaker-alpha
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.)
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ClassDescriptionA reference to a AppImageConfig resource.A builder for
AppImageConfigReferenceAn implementation forAppImageConfigReferenceA reference to a App resource.A builder forAppReferenceAn implementation forAppReferenceCreates a running app for the specified UserProfile.A fluent builder forCfnApp.Specifies the ARN's of a SageMaker AI image and SageMaker AI image version, and the instance type that the version runs on.A builder forCfnApp.ResourceSpecPropertyAn implementation forCfnApp.ResourceSpecPropertyCreates a configuration for running a SageMaker AI image as a KernelGateway app.A fluent builder forCfnAppImageConfig.The configuration for the file system and kernels in a SageMaker image running as a Code Editor app.A builder forCfnAppImageConfig.CodeEditorAppImageConfigPropertyAn implementation forCfnAppImageConfig.CodeEditorAppImageConfigPropertyThe configuration used to run the application image container.A builder forCfnAppImageConfig.ContainerConfigPropertyAn implementation forCfnAppImageConfig.ContainerConfigPropertyThe environment variables to set in the container.An implementation forCfnAppImageConfig.CustomImageContainerEnvironmentVariablePropertyThe Amazon Elastic File System storage configuration for a SageMaker AI image.A builder forCfnAppImageConfig.FileSystemConfigPropertyAn implementation forCfnAppImageConfig.FileSystemConfigPropertyThe configuration for the file system and kernels in a SageMaker AI image running as a JupyterLab app.A builder forCfnAppImageConfig.JupyterLabAppImageConfigPropertyAn implementation forCfnAppImageConfig.JupyterLabAppImageConfigPropertyThe configuration for the file system and kernels in a SageMaker AI image running as a KernelGateway app.A builder forCfnAppImageConfig.KernelGatewayImageConfigPropertyAn implementation forCfnAppImageConfig.KernelGatewayImageConfigPropertyThe specification of a Jupyter kernel.A builder forCfnAppImageConfig.KernelSpecPropertyAn implementation forCfnAppImageConfig.KernelSpecPropertyProperties for defining aCfnAppImageConfig.A builder forCfnAppImageConfigPropsAn implementation forCfnAppImageConfigPropsProperties for defining aCfnApp.A builder forCfnAppPropsAn implementation forCfnAppPropsCreates a SageMaker HyperPod cluster.The details of the alarm to monitor during the AMI update.A builder forCfnCluster.AlarmDetailsPropertyAn implementation forCfnCluster.AlarmDetailsPropertyA fluent builder forCfnCluster.The configuration of the size measurements of the AMI update.A builder forCfnCluster.CapacitySizeConfigPropertyAn implementation forCfnCluster.CapacitySizeConfigPropertySpecifies the autoscaling configuration for a HyperPod cluster.A builder forCfnCluster.ClusterAutoScalingConfigPropertyAn implementation forCfnCluster.ClusterAutoScalingConfigPropertyDefines the configuration for attaching an additional Amazon Elastic Block Store (EBS) volume to each instance of the SageMaker HyperPod cluster instance group.A builder forCfnCluster.ClusterEbsVolumeConfigPropertyAn implementation forCfnCluster.ClusterEbsVolumeConfigPropertyThe configuration information of the instance group within the HyperPod cluster.A builder forCfnCluster.ClusterInstanceGroupPropertyAn implementation forCfnCluster.ClusterInstanceGroupPropertyDefines the configuration for attaching additional storage to the instances in the SageMaker HyperPod cluster instance group.A builder forCfnCluster.ClusterInstanceStorageConfigPropertyAn implementation forCfnCluster.ClusterInstanceStorageConfigPropertyThe lifecycle configuration for a SageMaker HyperPod cluster.A builder forCfnCluster.ClusterLifeCycleConfigPropertyAn implementation forCfnCluster.ClusterLifeCycleConfigPropertyThe configuration for the Amazon EKS cluster that is used as the orchestrator for the SageMaker HyperPod cluster.A builder forCfnCluster.ClusterOrchestratorEksConfigPropertyAn implementation forCfnCluster.ClusterOrchestratorEksConfigPropertyDetails of a restricted instance group in a SageMaker HyperPod cluster.A builder forCfnCluster.ClusterRestrictedInstanceGroupPropertyAn implementation forCfnCluster.ClusterRestrictedInstanceGroupPropertyThe deployment configuration for an endpoint, which contains the desired deployment strategy and rollback configurations.A builder forCfnCluster.DeploymentConfigPropertyAn implementation forCfnCluster.DeploymentConfigPropertyThe configuration for the restricted instance groups (RIG) environment.A builder forCfnCluster.EnvironmentConfigPropertyAn implementation forCfnCluster.EnvironmentConfigPropertyConfiguration settings for an Amazon FSx for Lustre file system to be used with the cluster.A builder forCfnCluster.FSxLustreConfigPropertyAn implementation forCfnCluster.FSxLustreConfigPropertyThe orchestrator for a SageMaker HyperPod cluster.A builder forCfnCluster.OrchestratorPropertyAn implementation forCfnCluster.OrchestratorPropertySpecifies a rolling deployment strategy for updating a SageMaker endpoint.A builder forCfnCluster.RollingUpdatePolicyPropertyAn implementation forCfnCluster.RollingUpdatePolicyPropertyThe configuration object of the schedule that SageMaker follows when updating the AMI.A builder forCfnCluster.ScheduledUpdateConfigPropertyAn implementation forCfnCluster.ScheduledUpdateConfigPropertyConfiguration for tiered storage in the SageMaker HyperPod cluster.A builder forCfnCluster.TieredStorageConfigPropertyAn implementation forCfnCluster.TieredStorageConfigPropertySpecifies an Amazon Virtual Private Cloud (VPC) that your SageMaker jobs, hosted models, and compute resources have access to.A builder forCfnCluster.VpcConfigPropertyAn implementation forCfnCluster.VpcConfigPropertyProperties for defining aCfnCluster.A builder forCfnClusterPropsAn implementation forCfnClusterPropsCreates a Git repository as a resource in your SageMaker AI account.A fluent builder forCfnCodeRepository.Specifies configuration details for a Git repository in your AWS account.A builder forCfnCodeRepository.GitConfigPropertyAn implementation forCfnCodeRepository.GitConfigPropertyProperties for defining aCfnCodeRepository.A builder forCfnCodeRepositoryPropsAn implementation forCfnCodeRepositoryPropsCreates a definition for a job that monitors data quality and drift.Input object for the batch transform job.A builder forCfnDataQualityJobDefinition.BatchTransformInputPropertyAn implementation forCfnDataQualityJobDefinition.BatchTransformInputPropertyA fluent builder forCfnDataQualityJobDefinition.The configuration for the cluster of resources used to run the processing job.A builder forCfnDataQualityJobDefinition.ClusterConfigPropertyAn implementation forCfnDataQualityJobDefinition.ClusterConfigPropertyThe constraints resource for a monitoring job.A builder forCfnDataQualityJobDefinition.ConstraintsResourcePropertyAn implementation forCfnDataQualityJobDefinition.ConstraintsResourcePropertyThe CSV format.A builder forCfnDataQualityJobDefinition.CsvPropertyAn implementation forCfnDataQualityJobDefinition.CsvPropertyInformation about the container that a data quality monitoring job runs.An implementation forCfnDataQualityJobDefinition.DataQualityAppSpecificationPropertyConfiguration for monitoring constraints and monitoring statistics.An implementation forCfnDataQualityJobDefinition.DataQualityBaselineConfigPropertyThe input for the data quality monitoring job.A builder forCfnDataQualityJobDefinition.DataQualityJobInputPropertyAn implementation forCfnDataQualityJobDefinition.DataQualityJobInputPropertyThe dataset format of the data to monitor.A builder forCfnDataQualityJobDefinition.DatasetFormatPropertyAn implementation forCfnDataQualityJobDefinition.DatasetFormatPropertyInput object for the endpoint.A builder forCfnDataQualityJobDefinition.EndpointInputPropertyAn implementation forCfnDataQualityJobDefinition.EndpointInputPropertyThe Json format.A builder forCfnDataQualityJobDefinition.JsonPropertyAn implementation forCfnDataQualityJobDefinition.JsonPropertyThe output configuration for monitoring jobs.An implementation forCfnDataQualityJobDefinition.MonitoringOutputConfigPropertyThe output object for a monitoring job.A builder forCfnDataQualityJobDefinition.MonitoringOutputPropertyAn implementation forCfnDataQualityJobDefinition.MonitoringOutputPropertyIdentifies the resources to deploy for a monitoring job.A builder forCfnDataQualityJobDefinition.MonitoringResourcesPropertyAn implementation forCfnDataQualityJobDefinition.MonitoringResourcesPropertyNetworking 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.A builder forCfnDataQualityJobDefinition.NetworkConfigPropertyAn implementation forCfnDataQualityJobDefinition.NetworkConfigPropertyThe Amazon S3 storage location where the results of a monitoring job are saved.A builder forCfnDataQualityJobDefinition.S3OutputPropertyAn implementation forCfnDataQualityJobDefinition.S3OutputPropertyThe statistics resource for a monitoring job.A builder forCfnDataQualityJobDefinition.StatisticsResourcePropertyAn implementation forCfnDataQualityJobDefinition.StatisticsResourcePropertySpecifies a limit to how long a job can run.A builder forCfnDataQualityJobDefinition.StoppingConditionPropertyAn implementation forCfnDataQualityJobDefinition.StoppingConditionPropertySpecifies an Amazon Virtual Private Cloud (VPC) that your SageMaker jobs, hosted models, and compute resources have access to.A builder forCfnDataQualityJobDefinition.VpcConfigPropertyAn implementation forCfnDataQualityJobDefinition.VpcConfigPropertyProperties for defining aCfnDataQualityJobDefinition.A builder forCfnDataQualityJobDefinitionPropsAn implementation forCfnDataQualityJobDefinitionPropsTheAWS::SageMaker::Deviceresource is an Amazon SageMaker resource type that allows you to register your Devices against an existing SageMaker Edge Manager DeviceFleet.A fluent builder forCfnDevice.Information of a particular device.A builder forCfnDevice.DevicePropertyAn implementation forCfnDevice.DevicePropertyTheAWS::SageMaker::DeviceFleetresource is an Amazon SageMaker resource type that allows you to create a DeviceFleet that manages your SageMaker Edge Manager Devices.A fluent builder forCfnDeviceFleet.The output configuration for storing sample data collected by the fleet.A builder forCfnDeviceFleet.EdgeOutputConfigPropertyAn implementation forCfnDeviceFleet.EdgeOutputConfigPropertyProperties for defining aCfnDeviceFleet.A builder forCfnDeviceFleetPropsAn implementation forCfnDeviceFleetPropsProperties for defining aCfnDevice.A builder forCfnDevicePropsAn implementation forCfnDevicePropsCreates aDomain.Settings that are used to configure and manage the lifecycle of Amazon SageMaker Studio applications.A builder forCfnDomain.AppLifecycleManagementPropertyAn implementation forCfnDomain.AppLifecycleManagementPropertyA fluent builder forCfnDomain.The Code Editor application settings.A builder forCfnDomain.CodeEditorAppSettingsPropertyAn implementation forCfnDomain.CodeEditorAppSettingsPropertyA Git repository that SageMaker AI automatically displays to users for cloning in the JupyterServer application.A builder forCfnDomain.CodeRepositoryPropertyAn implementation forCfnDomain.CodeRepositoryPropertyThe settings for assigning a custom file system to a user profile or space for an Amazon SageMaker AI Domain.A builder forCfnDomain.CustomFileSystemConfigPropertyAn implementation forCfnDomain.CustomFileSystemConfigPropertyA custom SageMaker AI image.A builder forCfnDomain.CustomImagePropertyAn implementation forCfnDomain.CustomImagePropertyDetails about the POSIX identity that is used for file system operations.A builder forCfnDomain.CustomPosixUserConfigPropertyAn implementation forCfnDomain.CustomPosixUserConfigPropertyA collection of default EBS storage settings that apply to spaces created within a domain or user profile.A builder forCfnDomain.DefaultEbsStorageSettingsPropertyAn implementation forCfnDomain.DefaultEbsStorageSettingsPropertyThe default settings for shared spaces that users create in the domain.A builder forCfnDomain.DefaultSpaceSettingsPropertyAn implementation forCfnDomain.DefaultSpaceSettingsPropertyThe default storage settings for a space.A builder forCfnDomain.DefaultSpaceStorageSettingsPropertyAn implementation forCfnDomain.DefaultSpaceStorageSettingsPropertyA collection of settings that configure the domain's Docker interaction.A builder forCfnDomain.DockerSettingsPropertyAn implementation forCfnDomain.DockerSettingsPropertyA collection of settings that apply to theSageMaker Domain.A builder forCfnDomain.DomainSettingsPropertyAn implementation forCfnDomain.DomainSettingsPropertyThe settings for assigning a custom Amazon EFS file system to a user profile or space for an Amazon SageMaker AI Domain.A builder forCfnDomain.EFSFileSystemConfigPropertyAn implementation forCfnDomain.EFSFileSystemConfigPropertyThe settings for assigning a custom Amazon FSx for Lustre file system to a user profile or space for an Amazon SageMaker Domain.A builder forCfnDomain.FSxLustreFileSystemConfigPropertyAn implementation forCfnDomain.FSxLustreFileSystemConfigPropertyThe SageMaker images that are hidden from the Studio user interface.A builder forCfnDomain.HiddenSageMakerImagePropertyAn implementation forCfnDomain.HiddenSageMakerImagePropertySettings related to idle shutdown of Studio applications.A builder forCfnDomain.IdleSettingsPropertyAn implementation forCfnDomain.IdleSettingsPropertyThe settings for the JupyterLab application.A builder forCfnDomain.JupyterLabAppSettingsPropertyAn implementation forCfnDomain.JupyterLabAppSettingsPropertyThe JupyterServer app settings.A builder forCfnDomain.JupyterServerAppSettingsPropertyAn implementation forCfnDomain.JupyterServerAppSettingsPropertyThe KernelGateway app settings.A builder forCfnDomain.KernelGatewayAppSettingsPropertyAn implementation forCfnDomain.KernelGatewayAppSettingsPropertySpecifies the ARN's of a SageMaker AI image and SageMaker AI image version, and the instance type that the version runs on.A builder forCfnDomain.ResourceSpecPropertyAn implementation forCfnDomain.ResourceSpecPropertyA collection of settings that apply to anRSessionGatewayapp.A builder forCfnDomain.RSessionAppSettingsPropertyAn implementation forCfnDomain.RSessionAppSettingsPropertyA collection of settings that configure user interaction with theRStudioServerProapp.A builder forCfnDomain.RStudioServerProAppSettingsPropertyAn implementation forCfnDomain.RStudioServerProAppSettingsPropertyA collection of settings that configure theRStudioServerProDomain-level app.A builder forCfnDomain.RStudioServerProDomainSettingsPropertyAn implementation forCfnDomain.RStudioServerProDomainSettingsPropertyConfiguration for the custom Amazon S3 file system.A builder forCfnDomain.S3FileSystemConfigPropertyAn implementation forCfnDomain.S3FileSystemConfigPropertySpecifies options when sharing an Amazon SageMaker Studio notebook.A builder forCfnDomain.SharingSettingsPropertyAn implementation forCfnDomain.SharingSettingsPropertyStudio settings.A builder forCfnDomain.StudioWebPortalSettingsPropertyAn implementation forCfnDomain.StudioWebPortalSettingsPropertyThe settings that apply to an Amazon SageMaker AI domain when you use it in Amazon SageMaker Unified Studio.A builder forCfnDomain.UnifiedStudioSettingsPropertyAn implementation forCfnDomain.UnifiedStudioSettingsPropertyA collection of settings that apply to users of Amazon SageMaker Studio.A builder forCfnDomain.UserSettingsPropertyAn implementation forCfnDomain.UserSettingsPropertyProperties for defining aCfnDomain.A builder forCfnDomainPropsAn implementation forCfnDomainPropsUse theAWS::SageMaker::Endpointresource to create an endpoint using the specified configuration in the request.An Amazon CloudWatch alarm configured to monitor metrics on an endpoint.A builder forCfnEndpoint.AlarmPropertyAn implementation forCfnEndpoint.AlarmPropertyAutomatic rollback configuration for handling endpoint deployment failures and recovery.A builder forCfnEndpoint.AutoRollbackConfigPropertyAn implementation forCfnEndpoint.AutoRollbackConfigPropertyUpdate policy for a blue/green deployment.A builder forCfnEndpoint.BlueGreenUpdatePolicyPropertyAn implementation forCfnEndpoint.BlueGreenUpdatePolicyPropertyA fluent builder forCfnEndpoint.Specifies the type and size of the endpoint capacity to activate for a blue/green deployment, a rolling deployment, or a rollback strategy.A builder forCfnEndpoint.CapacitySizePropertyAn implementation forCfnEndpoint.CapacitySizePropertyThe deployment configuration for an endpoint, which contains the desired deployment strategy and rollback configurations.A builder forCfnEndpoint.DeploymentConfigPropertyAn implementation forCfnEndpoint.DeploymentConfigPropertySpecifies a rolling deployment strategy for updating a SageMaker endpoint.A builder forCfnEndpoint.RollingUpdatePolicyPropertyAn implementation forCfnEndpoint.RollingUpdatePolicyPropertyDefines the traffic routing strategy during an endpoint deployment to shift traffic from the old fleet to the new fleet.A builder forCfnEndpoint.TrafficRoutingConfigPropertyAn implementation forCfnEndpoint.TrafficRoutingConfigPropertySpecifies a production variant property type for an Endpoint.A builder forCfnEndpoint.VariantPropertyPropertyAn implementation forCfnEndpoint.VariantPropertyPropertyTheAWS::SageMaker::EndpointConfigresource creates a configuration for an Amazon SageMaker endpoint.Configures the behavior of the client used by SageMaker to interact with the model container during asynchronous inference.A builder forCfnEndpointConfig.AsyncInferenceClientConfigPropertyAn implementation forCfnEndpointConfig.AsyncInferenceClientConfigPropertySpecifies configuration for how an endpoint performs asynchronous inference.A builder forCfnEndpointConfig.AsyncInferenceConfigPropertyAn implementation forCfnEndpointConfig.AsyncInferenceConfigPropertySpecifies the configuration for notifications of inference results for asynchronous inference.An implementation forCfnEndpointConfig.AsyncInferenceNotificationConfigPropertySpecifies the configuration for asynchronous inference invocation outputs.A builder forCfnEndpointConfig.AsyncInferenceOutputConfigPropertyAn implementation forCfnEndpointConfig.AsyncInferenceOutputConfigPropertyA fluent builder forCfnEndpointConfig.Example:A builder forCfnEndpointConfig.CapacityReservationConfigPropertyAn implementation forCfnEndpointConfig.CapacityReservationConfigPropertySpecifies the JSON and CSV content types of the data that the endpoint captures.A builder forCfnEndpointConfig.CaptureContentTypeHeaderPropertyAn implementation forCfnEndpointConfig.CaptureContentTypeHeaderPropertySpecifies whether the endpoint captures input data or output data.A builder forCfnEndpointConfig.CaptureOptionPropertyAn implementation forCfnEndpointConfig.CaptureOptionPropertyThe configuration parameters for the SageMaker Clarify explainer.A builder forCfnEndpointConfig.ClarifyExplainerConfigPropertyAn implementation forCfnEndpointConfig.ClarifyExplainerConfigPropertyThe inference configuration parameter for the model container.A builder forCfnEndpointConfig.ClarifyInferenceConfigPropertyAn implementation forCfnEndpointConfig.ClarifyInferenceConfigPropertyThe configuration for the SHAP baseline (also called the background or reference dataset) of the Kernal SHAP algorithm.A builder forCfnEndpointConfig.ClarifyShapBaselineConfigPropertyAn implementation forCfnEndpointConfig.ClarifyShapBaselineConfigPropertyThe configuration for SHAP analysis using SageMaker Clarify Explainer.A builder forCfnEndpointConfig.ClarifyShapConfigPropertyAn implementation forCfnEndpointConfig.ClarifyShapConfigPropertyA parameter used to configure the SageMaker Clarify explainer to treat text features as text so that explanations are provided for individual units of text.A builder forCfnEndpointConfig.ClarifyTextConfigPropertyAn implementation forCfnEndpointConfig.ClarifyTextConfigPropertySpecifies the configuration of your endpoint for model monitor data capture.A builder forCfnEndpointConfig.DataCaptureConfigPropertyAn implementation forCfnEndpointConfig.DataCaptureConfigPropertyA parameter to activate explainers.A builder forCfnEndpointConfig.ExplainerConfigPropertyAn implementation forCfnEndpointConfig.ExplainerConfigPropertyExample:A builder forCfnEndpointConfig.ManagedInstanceScalingPropertyAn implementation forCfnEndpointConfig.ManagedInstanceScalingPropertySpecifies a model that you want to host and the resources to deploy for hosting it.A builder forCfnEndpointConfig.ProductionVariantPropertyAn implementation forCfnEndpointConfig.ProductionVariantPropertyExample:A builder forCfnEndpointConfig.RoutingConfigPropertyAn implementation forCfnEndpointConfig.RoutingConfigPropertySpecifies the serverless configuration for an endpoint variant.A builder forCfnEndpointConfig.ServerlessConfigPropertyAn implementation forCfnEndpointConfig.ServerlessConfigPropertyExample:A builder forCfnEndpointConfig.VpcConfigPropertyAn implementation forCfnEndpointConfig.VpcConfigPropertyProperties for defining aCfnEndpointConfig.A builder forCfnEndpointConfigPropsAn implementation forCfnEndpointConfigPropsProperties for defining aCfnEndpoint.A builder forCfnEndpointPropsAn implementation forCfnEndpointPropsCreate a newFeatureGroup.A fluent builder forCfnFeatureGroup.The meta data of the Glue table which serves as data catalog for theOfflineStore.A builder forCfnFeatureGroup.DataCatalogConfigPropertyAn implementation forCfnFeatureGroup.DataCatalogConfigPropertyA list of features.A builder forCfnFeatureGroup.FeatureDefinitionPropertyAn implementation forCfnFeatureGroup.FeatureDefinitionPropertyThe configuration of anOfflineStore.A builder forCfnFeatureGroup.OfflineStoreConfigPropertyAn implementation forCfnFeatureGroup.OfflineStoreConfigPropertyUse this to specify the AWS Key Management Service (KMS) Key ID, orKMSKeyId, for at rest data encryption.A builder forCfnFeatureGroup.OnlineStoreConfigPropertyAn implementation forCfnFeatureGroup.OnlineStoreConfigPropertyThe security configuration forOnlineStore.A builder forCfnFeatureGroup.OnlineStoreSecurityConfigPropertyAn implementation forCfnFeatureGroup.OnlineStoreSecurityConfigPropertyThe Amazon Simple Storage (Amazon S3) location and security configuration forOfflineStore.A builder forCfnFeatureGroup.S3StorageConfigPropertyAn implementation forCfnFeatureGroup.S3StorageConfigPropertyUsed to set feature group throughput configuration.A builder forCfnFeatureGroup.ThroughputConfigPropertyAn implementation forCfnFeatureGroup.ThroughputConfigPropertyTime to live duration, where the record is hard deleted after the expiration time is reached;A builder forCfnFeatureGroup.TtlDurationPropertyAn implementation forCfnFeatureGroup.TtlDurationPropertyProperties for defining aCfnFeatureGroup.A builder forCfnFeatureGroupPropsAn implementation forCfnFeatureGroupPropsCreates a custom SageMaker AI image.A fluent builder forCfnImage.Properties for defining aCfnImage.A builder forCfnImagePropsAn implementation forCfnImagePropsCreates a version of the SageMaker image specified byImageName.A fluent builder forCfnImageVersion.Properties for defining aCfnImageVersion.A builder forCfnImageVersionPropsAn implementation forCfnImageVersionPropsCreates an inference component, which is a SageMaker AI hosting object that you can use to deploy a model to an endpoint.An Amazon CloudWatch alarm configured to monitor metrics on an endpoint.A builder forCfnInferenceComponent.AlarmPropertyAn implementation forCfnInferenceComponent.AlarmPropertyExample:A builder forCfnInferenceComponent.AutoRollbackConfigurationPropertyAn implementation forCfnInferenceComponent.AutoRollbackConfigurationPropertyA fluent builder forCfnInferenceComponent.Gets the Amazon EC2 Container Registry path of the docker image of the model that is hosted in this ProductionVariant .A builder forCfnInferenceComponent.DeployedImagePropertyAn implementation forCfnInferenceComponent.DeployedImagePropertySpecifies the type and size of the endpoint capacity to activate for a rolling deployment or a rollback strategy.An implementation forCfnInferenceComponent.InferenceComponentCapacitySizePropertyDefines the compute resources to allocate to run a model, plus any adapter models, that you assign to an inference component.An implementation forCfnInferenceComponent.InferenceComponentComputeResourceRequirementsPropertyDefines a container that provides the runtime environment for a model that you deploy with an inference component.An implementation forCfnInferenceComponent.InferenceComponentContainerSpecificationPropertyThe deployment configuration for an endpoint that hosts inference components.An implementation forCfnInferenceComponent.InferenceComponentDeploymentConfigPropertySpecifies a rolling deployment strategy for updating a SageMaker AI inference component.An implementation forCfnInferenceComponent.InferenceComponentRollingUpdatePolicyPropertyRuntime settings for a model that is deployed with an inference component.An implementation forCfnInferenceComponent.InferenceComponentRuntimeConfigPropertyDetails about the resources to deploy with this inference component, including the model, container, and compute resources.An implementation forCfnInferenceComponent.InferenceComponentSpecificationPropertySettings that take effect while the model container starts up.An implementation forCfnInferenceComponent.InferenceComponentStartupParametersPropertyProperties for defining aCfnInferenceComponent.A builder forCfnInferenceComponentPropsAn implementation forCfnInferenceComponentPropsCreates an inference experiment using the configurations specified in the request.A fluent builder forCfnInferenceExperiment.Configuration specifying how to treat different headers.A builder forCfnInferenceExperiment.CaptureContentTypeHeaderPropertyAn implementation forCfnInferenceExperiment.CaptureContentTypeHeaderPropertyThe Amazon S3 location and configuration for storing inference request and response data.A builder forCfnInferenceExperiment.DataStorageConfigPropertyAn implementation forCfnInferenceExperiment.DataStorageConfigPropertyThe metadata of the endpoint.A builder forCfnInferenceExperiment.EndpointMetadataPropertyAn implementation forCfnInferenceExperiment.EndpointMetadataPropertyThe start and end times of an inference experiment.An implementation forCfnInferenceExperiment.InferenceExperimentSchedulePropertyThe configuration for the infrastructure that the model will be deployed to.A builder forCfnInferenceExperiment.ModelInfrastructureConfigPropertyAn implementation forCfnInferenceExperiment.ModelInfrastructureConfigPropertyContains information about the deployment options of a model.A builder forCfnInferenceExperiment.ModelVariantConfigPropertyAn implementation forCfnInferenceExperiment.ModelVariantConfigPropertyThe infrastructure configuration for deploying the model to a real-time inference endpoint.A builder forCfnInferenceExperiment.RealTimeInferenceConfigPropertyAn implementation forCfnInferenceExperiment.RealTimeInferenceConfigPropertyThe configuration ofShadowModeinference 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.A builder forCfnInferenceExperiment.ShadowModeConfigPropertyAn implementation forCfnInferenceExperiment.ShadowModeConfigPropertyThe name and sampling percentage of a shadow variant.A builder forCfnInferenceExperiment.ShadowModelVariantConfigPropertyAn implementation forCfnInferenceExperiment.ShadowModelVariantConfigPropertyProperties for defining aCfnInferenceExperiment.A builder forCfnInferenceExperimentPropsAn implementation forCfnInferenceExperimentPropsCreates an MLflow Tracking Server using a general purpose Amazon S3 bucket as the artifact store.A fluent builder forCfnMlflowTrackingServer.Properties for defining aCfnMlflowTrackingServer.A builder forCfnMlflowTrackingServerPropsAn implementation forCfnMlflowTrackingServerPropsTheAWS::SageMaker::Modelresource to create a model to host at an Amazon SageMaker endpoint.A fluent builder forCfnModel.Describes the container, as part of model definition.A builder forCfnModel.ContainerDefinitionPropertyAn implementation forCfnModel.ContainerDefinitionPropertyThe configuration for a private hub model reference that points to a public SageMaker JumpStart model.A builder forCfnModel.HubAccessConfigPropertyAn implementation forCfnModel.HubAccessConfigPropertySpecifies whether the model container is in Amazon ECR or a private Docker registry accessible from your Amazon Virtual Private Cloud (VPC).A builder forCfnModel.ImageConfigPropertyAn implementation forCfnModel.ImageConfigPropertySpecifies details about how containers in a multi-container endpoint are run.A builder forCfnModel.InferenceExecutionConfigPropertyAn implementation forCfnModel.InferenceExecutionConfigPropertyThe access configuration file to control access to the ML model.A builder forCfnModel.ModelAccessConfigPropertyAn implementation forCfnModel.ModelAccessConfigPropertySpecifies the location of ML model data to deploy.A builder forCfnModel.ModelDataSourcePropertyAn implementation forCfnModel.ModelDataSourcePropertySpecifies additional configuration for hosting multi-model endpoints.A builder forCfnModel.MultiModelConfigPropertyAn implementation forCfnModel.MultiModelConfigPropertySpecifies an authentication configuration for the private docker registry where your model image is hosted.A builder forCfnModel.RepositoryAuthConfigPropertyAn implementation forCfnModel.RepositoryAuthConfigPropertyDescribes the S3 data source.A builder forCfnModel.S3DataSourcePropertyAn implementation forCfnModel.S3DataSourcePropertySpecifies an Amazon Virtual Private Cloud (VPC) that your SageMaker jobs, hosted models, and compute resources have access to.A builder forCfnModel.VpcConfigPropertyAn implementation forCfnModel.VpcConfigPropertyCreates the definition for a model bias job.Input object for the batch transform job.A builder forCfnModelBiasJobDefinition.BatchTransformInputPropertyAn implementation forCfnModelBiasJobDefinition.BatchTransformInputPropertyA fluent builder forCfnModelBiasJobDefinition.The configuration for the cluster resources used to run the processing job.A builder forCfnModelBiasJobDefinition.ClusterConfigPropertyAn implementation forCfnModelBiasJobDefinition.ClusterConfigPropertyThe constraints resource for a monitoring job.A builder forCfnModelBiasJobDefinition.ConstraintsResourcePropertyAn implementation forCfnModelBiasJobDefinition.ConstraintsResourcePropertyThe CSV format.A builder forCfnModelBiasJobDefinition.CsvPropertyAn implementation forCfnModelBiasJobDefinition.CsvPropertyThe dataset format of the data to monitor.A builder forCfnModelBiasJobDefinition.DatasetFormatPropertyAn implementation forCfnModelBiasJobDefinition.DatasetFormatPropertyInput object for the endpoint.A builder forCfnModelBiasJobDefinition.EndpointInputPropertyAn implementation forCfnModelBiasJobDefinition.EndpointInputPropertyThe Json format.A builder forCfnModelBiasJobDefinition.JsonPropertyAn implementation forCfnModelBiasJobDefinition.JsonPropertyDocker container image configuration object for the model bias job.An implementation forCfnModelBiasJobDefinition.ModelBiasAppSpecificationPropertyThe configuration for a baseline model bias job.An implementation forCfnModelBiasJobDefinition.ModelBiasBaselineConfigPropertyInputs for the model bias job.A builder forCfnModelBiasJobDefinition.ModelBiasJobInputPropertyAn implementation forCfnModelBiasJobDefinition.ModelBiasJobInputPropertyThe ground truth labels for the dataset used for the monitoring job.An implementation forCfnModelBiasJobDefinition.MonitoringGroundTruthS3InputPropertyThe output configuration for monitoring jobs.A builder forCfnModelBiasJobDefinition.MonitoringOutputConfigPropertyAn implementation forCfnModelBiasJobDefinition.MonitoringOutputConfigPropertyThe output object for a monitoring job.A builder forCfnModelBiasJobDefinition.MonitoringOutputPropertyAn implementation forCfnModelBiasJobDefinition.MonitoringOutputPropertyIdentifies the resources to deploy for a monitoring job.A builder forCfnModelBiasJobDefinition.MonitoringResourcesPropertyAn implementation forCfnModelBiasJobDefinition.MonitoringResourcesPropertyNetworking 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.A builder forCfnModelBiasJobDefinition.NetworkConfigPropertyAn implementation forCfnModelBiasJobDefinition.NetworkConfigPropertyThe Amazon S3 storage location where the results of a monitoring job are saved.A builder forCfnModelBiasJobDefinition.S3OutputPropertyAn implementation forCfnModelBiasJobDefinition.S3OutputPropertySpecifies a limit to how long a job can run.A builder forCfnModelBiasJobDefinition.StoppingConditionPropertyAn implementation forCfnModelBiasJobDefinition.StoppingConditionPropertySpecifies an Amazon Virtual Private Cloud (VPC) that your SageMaker jobs, hosted models, and compute resources have access to.A builder forCfnModelBiasJobDefinition.VpcConfigPropertyAn implementation forCfnModelBiasJobDefinition.VpcConfigPropertyProperties for defining aCfnModelBiasJobDefinition.A builder forCfnModelBiasJobDefinitionPropsAn implementation forCfnModelBiasJobDefinitionPropsCreates an Amazon SageMaker Model Card.Additional information about the model.A builder forCfnModelCard.AdditionalInformationPropertyAn implementation forCfnModelCard.AdditionalInformationPropertyA fluent builder forCfnModelCard.Information about how the model supports business goals.A builder forCfnModelCard.BusinessDetailsPropertyAn implementation forCfnModelCard.BusinessDetailsPropertyExample:A builder forCfnModelCard.ContainerPropertyAn implementation forCfnModelCard.ContainerPropertyThe content of the model card.A builder forCfnModelCard.ContentPropertyAn implementation forCfnModelCard.ContentPropertyThe evaluation details of the model.A builder forCfnModelCard.EvaluationDetailPropertyAn implementation forCfnModelCard.EvaluationDetailPropertyFunction details.A builder forCfnModelCard.FunctionPropertyAn implementation forCfnModelCard.FunctionPropertyAn overview of a model's inference environment.A builder forCfnModelCard.InferenceEnvironmentPropertyAn implementation forCfnModelCard.InferenceEnvironmentPropertyDefines how to perform inference generation after a training job is run.A builder forCfnModelCard.InferenceSpecificationPropertyAn implementation forCfnModelCard.InferenceSpecificationPropertyThe intended uses of a model.A builder forCfnModelCard.IntendedUsesPropertyAn implementation forCfnModelCard.IntendedUsesPropertyMetric data.A builder forCfnModelCard.MetricDataItemsPropertyAn implementation forCfnModelCard.MetricDataItemsPropertyA group of metric data that you use to initialize a metric group object.A builder forCfnModelCard.MetricGroupPropertyAn implementation forCfnModelCard.MetricGroupPropertyAn overview about the model.A builder forCfnModelCard.ModelOverviewPropertyAn implementation forCfnModelCard.ModelOverviewPropertyExample:A builder forCfnModelCard.ModelPackageCreatorPropertyAn implementation forCfnModelCard.ModelPackageCreatorPropertyMetadata information related to model package version.A builder forCfnModelCard.ModelPackageDetailsPropertyAn implementation forCfnModelCard.ModelPackageDetailsPropertyThe function that is optimized during model training.A builder forCfnModelCard.ObjectiveFunctionPropertyAn implementation forCfnModelCard.ObjectiveFunctionPropertyThe security configuration used to protect model card data.A builder forCfnModelCard.SecurityConfigPropertyAn implementation forCfnModelCard.SecurityConfigPropertySpecifies an algorithm that was used to create the model package.A builder forCfnModelCard.SourceAlgorithmPropertyAn implementation forCfnModelCard.SourceAlgorithmPropertyThe training details of the model.A builder forCfnModelCard.TrainingDetailsPropertyAn implementation forCfnModelCard.TrainingDetailsPropertySageMaker AI training image.A builder forCfnModelCard.TrainingEnvironmentPropertyAn implementation forCfnModelCard.TrainingEnvironmentPropertyA hyper parameter that was configured in training the model.A builder forCfnModelCard.TrainingHyperParameterPropertyAn implementation forCfnModelCard.TrainingHyperParameterPropertyThe overview of a training job.A builder forCfnModelCard.TrainingJobDetailsPropertyAn implementation forCfnModelCard.TrainingJobDetailsPropertyA result from a SageMaker AI training job.A builder forCfnModelCard.TrainingMetricPropertyAn implementation forCfnModelCard.TrainingMetricPropertyInformation about the user who created or modified a SageMaker resource.A builder forCfnModelCard.UserContextPropertyAn implementation forCfnModelCard.UserContextPropertyProperties for defining aCfnModelCard.A builder forCfnModelCardPropsAn implementation forCfnModelCardPropsCreates the definition for a model explainability job.Input object for the batch transform job.An implementation forCfnModelExplainabilityJobDefinition.BatchTransformInputPropertyA fluent builder forCfnModelExplainabilityJobDefinition.The configuration for the cluster resources used to run the processing job.An implementation forCfnModelExplainabilityJobDefinition.ClusterConfigPropertyInput object for the endpoint.An implementation forCfnModelExplainabilityJobDefinition.ConstraintsResourcePropertyThe CSV format.A builder forCfnModelExplainabilityJobDefinition.CsvPropertyAn implementation forCfnModelExplainabilityJobDefinition.CsvPropertyThe dataset format of the data to monitor.An implementation forCfnModelExplainabilityJobDefinition.DatasetFormatPropertyInput object for the endpoint.An implementation forCfnModelExplainabilityJobDefinition.EndpointInputPropertyThe Json format.A builder forCfnModelExplainabilityJobDefinition.JsonPropertyAn implementation forCfnModelExplainabilityJobDefinition.JsonPropertyDocker container image configuration object for the model explainability job.An implementation forCfnModelExplainabilityJobDefinition.ModelExplainabilityAppSpecificationPropertyThe configuration for a baseline model explainability job.An implementation forCfnModelExplainabilityJobDefinition.ModelExplainabilityBaselineConfigPropertyInputs for the model explainability job.An implementation forCfnModelExplainabilityJobDefinition.ModelExplainabilityJobInputPropertyThe output configuration for monitoring jobs.An implementation forCfnModelExplainabilityJobDefinition.MonitoringOutputConfigPropertyThe output object for a monitoring job.An implementation forCfnModelExplainabilityJobDefinition.MonitoringOutputPropertyIdentifies the resources to deploy for a monitoring job.An implementation forCfnModelExplainabilityJobDefinition.MonitoringResourcesPropertyNetworking 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.An implementation forCfnModelExplainabilityJobDefinition.NetworkConfigPropertyThe Amazon S3 storage location where the results of a monitoring job are saved.A builder forCfnModelExplainabilityJobDefinition.S3OutputPropertyAn implementation forCfnModelExplainabilityJobDefinition.S3OutputPropertySpecifies a limit to how long a job can run.An implementation forCfnModelExplainabilityJobDefinition.StoppingConditionPropertySpecifies an Amazon Virtual Private Cloud (VPC) that your SageMaker jobs, hosted models, and compute resources have access to.A builder forCfnModelExplainabilityJobDefinition.VpcConfigPropertyAn implementation forCfnModelExplainabilityJobDefinition.VpcConfigPropertyProperties for defining aCfnModelExplainabilityJobDefinition.A builder forCfnModelExplainabilityJobDefinitionPropsAn implementation forCfnModelExplainabilityJobDefinitionPropsA container for your trained model that can be deployed for SageMaker inference.A structure of additional Inference Specification.An implementation forCfnModelPackage.AdditionalInferenceSpecificationDefinitionPropertyContains bias metrics for a model.A builder forCfnModelPackage.BiasPropertyAn implementation forCfnModelPackage.BiasPropertyA fluent builder forCfnModelPackage.Describes the location of the channel data.A builder forCfnModelPackage.DataSourcePropertyAn implementation forCfnModelPackage.DataSourcePropertyRepresents the drift check baselines that can be used when the model monitor is set using the model package.A builder forCfnModelPackage.DriftCheckBaselinesPropertyAn implementation forCfnModelPackage.DriftCheckBaselinesPropertyRepresents the drift check bias baselines that can be used when the model monitor is set using the model package.A builder forCfnModelPackage.DriftCheckBiasPropertyAn implementation forCfnModelPackage.DriftCheckBiasPropertyRepresents the drift check explainability baselines that can be used when the model monitor is set using the model package.A builder forCfnModelPackage.DriftCheckExplainabilityPropertyAn implementation forCfnModelPackage.DriftCheckExplainabilityPropertyRepresents the drift check data quality baselines that can be used when the model monitor is set using the model package.A builder forCfnModelPackage.DriftCheckModelDataQualityPropertyAn implementation forCfnModelPackage.DriftCheckModelDataQualityPropertyRepresents the drift check model quality baselines that can be used when the model monitor is set using the model package.A builder forCfnModelPackage.DriftCheckModelQualityPropertyAn implementation forCfnModelPackage.DriftCheckModelQualityPropertyContains explainability metrics for a model.A builder forCfnModelPackage.ExplainabilityPropertyAn implementation forCfnModelPackage.ExplainabilityPropertyContains details regarding the file source.A builder forCfnModelPackage.FileSourcePropertyAn implementation forCfnModelPackage.FileSourcePropertyDefines how to perform inference generation after a training job is run.A builder forCfnModelPackage.InferenceSpecificationPropertyAn implementation forCfnModelPackage.InferenceSpecificationPropertyMetadata properties of the tracking entity, trial, or trial component.A builder forCfnModelPackage.MetadataPropertiesPropertyAn implementation forCfnModelPackage.MetadataPropertiesPropertyDetails about the metrics source.A builder forCfnModelPackage.MetricsSourcePropertyAn implementation forCfnModelPackage.MetricsSourcePropertyThe access configuration file to control access to the ML model.A builder forCfnModelPackage.ModelAccessConfigPropertyAn implementation forCfnModelPackage.ModelAccessConfigPropertyAn Amazon SageMaker Model Card.A builder forCfnModelPackage.ModelCardPropertyAn implementation forCfnModelPackage.ModelCardPropertyData quality constraints and statistics for a model.A builder forCfnModelPackage.ModelDataQualityPropertyAn implementation forCfnModelPackage.ModelDataQualityPropertySpecifies the location of ML model data to deploy.A builder forCfnModelPackage.ModelDataSourcePropertyAn implementation forCfnModelPackage.ModelDataSourcePropertyInput object for the model.A builder forCfnModelPackage.ModelInputPropertyAn implementation forCfnModelPackage.ModelInputPropertyContains metrics captured from a model.A builder forCfnModelPackage.ModelMetricsPropertyAn implementation forCfnModelPackage.ModelMetricsPropertyDescribes the Docker container for the model package.A builder forCfnModelPackage.ModelPackageContainerDefinitionPropertyAn implementation forCfnModelPackage.ModelPackageContainerDefinitionPropertySpecifies the validation and image scan statuses of the model package.A builder forCfnModelPackage.ModelPackageStatusDetailsPropertyAn implementation forCfnModelPackage.ModelPackageStatusDetailsPropertyRepresents the overall status of a model package.A builder forCfnModelPackage.ModelPackageStatusItemPropertyAn implementation forCfnModelPackage.ModelPackageStatusItemPropertyModel quality statistics and constraints.A builder forCfnModelPackage.ModelQualityPropertyAn implementation forCfnModelPackage.ModelQualityPropertyDescribes the S3 data source.A builder forCfnModelPackage.S3DataSourcePropertyAn implementation forCfnModelPackage.S3DataSourcePropertySpecifies the S3 location of ML model data to deploy.A builder forCfnModelPackage.S3ModelDataSourcePropertyAn implementation forCfnModelPackage.S3ModelDataSourcePropertyAn optional AWS Key Management Service key to encrypt, decrypt, and re-encrypt model package information for regulated workloads with highly sensitive data.A builder forCfnModelPackage.SecurityConfigPropertyAn implementation forCfnModelPackage.SecurityConfigPropertySpecifies an algorithm that was used to create the model package.A builder forCfnModelPackage.SourceAlgorithmPropertyAn implementation forCfnModelPackage.SourceAlgorithmPropertyA list of algorithms that were used to create a model package.A builder forCfnModelPackage.SourceAlgorithmSpecificationPropertyAn implementation forCfnModelPackage.SourceAlgorithmSpecificationPropertyDescribes the input source of a transform job and the way the transform job consumes it.A builder forCfnModelPackage.TransformInputPropertyAn implementation forCfnModelPackage.TransformInputPropertyDefines the input needed to run a transform job using the inference specification specified in the algorithm.A builder forCfnModelPackage.TransformJobDefinitionPropertyAn implementation forCfnModelPackage.TransformJobDefinitionPropertyDescribes the results of a transform job.A builder forCfnModelPackage.TransformOutputPropertyAn implementation forCfnModelPackage.TransformOutputPropertyDescribes the resources, including ML instance types and ML instance count, to use for transform job.A builder forCfnModelPackage.TransformResourcesPropertyAn implementation forCfnModelPackage.TransformResourcesPropertyContains data, such as the inputs and targeted instance types that are used in the process of validating the model package.A builder forCfnModelPackage.ValidationProfilePropertyAn implementation forCfnModelPackage.ValidationProfilePropertySpecifies batch transform jobs that SageMaker runs to validate your model package.A builder forCfnModelPackage.ValidationSpecificationPropertyAn implementation forCfnModelPackage.ValidationSpecificationPropertyA group of versioned models in the Model Registry.A fluent builder forCfnModelPackageGroup.Properties for defining aCfnModelPackageGroup.A builder forCfnModelPackageGroupPropsAn implementation forCfnModelPackageGroupPropsProperties for defining aCfnModelPackage.A builder forCfnModelPackagePropsAn implementation forCfnModelPackagePropsProperties for defining aCfnModel.A builder forCfnModelPropsAn implementation forCfnModelPropsCreates a definition for a job that monitors model quality and drift.Input object for the batch transform job.A builder forCfnModelQualityJobDefinition.BatchTransformInputPropertyAn implementation forCfnModelQualityJobDefinition.BatchTransformInputPropertyA fluent builder forCfnModelQualityJobDefinition.The configuration for the cluster of resources used to run the processing job.A builder forCfnModelQualityJobDefinition.ClusterConfigPropertyAn implementation forCfnModelQualityJobDefinition.ClusterConfigPropertyThe constraints resource for a monitoring job.A builder forCfnModelQualityJobDefinition.ConstraintsResourcePropertyAn implementation forCfnModelQualityJobDefinition.ConstraintsResourcePropertyThe CSV format.A builder forCfnModelQualityJobDefinition.CsvPropertyAn implementation forCfnModelQualityJobDefinition.CsvPropertyThe dataset format of the data to monitor.A builder forCfnModelQualityJobDefinition.DatasetFormatPropertyAn implementation forCfnModelQualityJobDefinition.DatasetFormatPropertyInput object for the endpoint.A builder forCfnModelQualityJobDefinition.EndpointInputPropertyAn implementation forCfnModelQualityJobDefinition.EndpointInputPropertyThe Json format.A builder forCfnModelQualityJobDefinition.JsonPropertyAn implementation forCfnModelQualityJobDefinition.JsonPropertyContainer image configuration object for the monitoring job.An implementation forCfnModelQualityJobDefinition.ModelQualityAppSpecificationPropertyConfiguration for monitoring constraints and monitoring statistics.An implementation forCfnModelQualityJobDefinition.ModelQualityBaselineConfigPropertyThe input for the model quality monitoring job.An implementation forCfnModelQualityJobDefinition.ModelQualityJobInputPropertyThe ground truth labels for the dataset used for the monitoring job.An implementation forCfnModelQualityJobDefinition.MonitoringGroundTruthS3InputPropertyThe output configuration for monitoring jobs.An implementation forCfnModelQualityJobDefinition.MonitoringOutputConfigPropertyThe output object for a monitoring job.A builder forCfnModelQualityJobDefinition.MonitoringOutputPropertyAn implementation forCfnModelQualityJobDefinition.MonitoringOutputPropertyIdentifies the resources to deploy for a monitoring job.A builder forCfnModelQualityJobDefinition.MonitoringResourcesPropertyAn implementation forCfnModelQualityJobDefinition.MonitoringResourcesPropertyNetworking 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.A builder forCfnModelQualityJobDefinition.NetworkConfigPropertyAn implementation forCfnModelQualityJobDefinition.NetworkConfigPropertyThe Amazon S3 storage location where the results of a monitoring job are saved.A builder forCfnModelQualityJobDefinition.S3OutputPropertyAn implementation forCfnModelQualityJobDefinition.S3OutputPropertySpecifies a limit to how long a job can run.A builder forCfnModelQualityJobDefinition.StoppingConditionPropertyAn implementation forCfnModelQualityJobDefinition.StoppingConditionPropertySpecifies an Amazon Virtual Private Cloud (VPC) that your SageMaker jobs, hosted models, and compute resources have access to.A builder forCfnModelQualityJobDefinition.VpcConfigPropertyAn implementation forCfnModelQualityJobDefinition.VpcConfigPropertyProperties for defining aCfnModelQualityJobDefinition.A builder forCfnModelQualityJobDefinitionPropsAn implementation forCfnModelQualityJobDefinitionPropsTheAWS::SageMaker::MonitoringScheduleresource is an Amazon SageMaker resource type that regularly starts SageMaker processing Jobs to monitor the data captured for a SageMaker endpoint.Baseline configuration used to validate that the data conforms to the specified constraints and statistics.A builder forCfnMonitoringSchedule.BaselineConfigPropertyAn implementation forCfnMonitoringSchedule.BaselineConfigPropertyInput object for the batch transform job.A builder forCfnMonitoringSchedule.BatchTransformInputPropertyAn implementation forCfnMonitoringSchedule.BatchTransformInputPropertyA fluent builder forCfnMonitoringSchedule.Configuration for the cluster used to run model monitoring jobs.A builder forCfnMonitoringSchedule.ClusterConfigPropertyAn implementation forCfnMonitoringSchedule.ClusterConfigPropertyThe Amazon S3 URI for the constraints resource.A builder forCfnMonitoringSchedule.ConstraintsResourcePropertyAn implementation forCfnMonitoringSchedule.ConstraintsResourcePropertyThe CSV format.A builder forCfnMonitoringSchedule.CsvPropertyAn implementation forCfnMonitoringSchedule.CsvPropertyThe dataset format of the data to monitor.A builder forCfnMonitoringSchedule.DatasetFormatPropertyAn implementation forCfnMonitoringSchedule.DatasetFormatPropertyInput object for the endpoint.A builder forCfnMonitoringSchedule.EndpointInputPropertyAn implementation forCfnMonitoringSchedule.EndpointInputPropertyThe Json format.A builder forCfnMonitoringSchedule.JsonPropertyAn implementation forCfnMonitoringSchedule.JsonPropertyContainer image configuration object for the monitoring job.A builder forCfnMonitoringSchedule.MonitoringAppSpecificationPropertyAn implementation forCfnMonitoringSchedule.MonitoringAppSpecificationPropertySummary of information about the last monitoring job to run.A builder forCfnMonitoringSchedule.MonitoringExecutionSummaryPropertyAn implementation forCfnMonitoringSchedule.MonitoringExecutionSummaryPropertyThe inputs for a monitoring job.A builder forCfnMonitoringSchedule.MonitoringInputPropertyAn implementation forCfnMonitoringSchedule.MonitoringInputPropertyDefines the monitoring job.A builder forCfnMonitoringSchedule.MonitoringJobDefinitionPropertyAn implementation forCfnMonitoringSchedule.MonitoringJobDefinitionPropertyThe output configuration for monitoring jobs.A builder forCfnMonitoringSchedule.MonitoringOutputConfigPropertyAn implementation forCfnMonitoringSchedule.MonitoringOutputConfigPropertyThe output object for a monitoring job.A builder forCfnMonitoringSchedule.MonitoringOutputPropertyAn implementation forCfnMonitoringSchedule.MonitoringOutputPropertyIdentifies the resources to deploy for a monitoring job.A builder forCfnMonitoringSchedule.MonitoringResourcesPropertyAn implementation forCfnMonitoringSchedule.MonitoringResourcesPropertyConfigures the monitoring schedule and defines the monitoring job.A builder forCfnMonitoringSchedule.MonitoringScheduleConfigPropertyAn implementation forCfnMonitoringSchedule.MonitoringScheduleConfigPropertyNetworking 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.A builder forCfnMonitoringSchedule.NetworkConfigPropertyAn implementation forCfnMonitoringSchedule.NetworkConfigPropertyInformation about where and how you want to store the results of a monitoring job.A builder forCfnMonitoringSchedule.S3OutputPropertyAn implementation forCfnMonitoringSchedule.S3OutputPropertyConfiguration details about the monitoring schedule.A builder forCfnMonitoringSchedule.ScheduleConfigPropertyAn implementation forCfnMonitoringSchedule.ScheduleConfigPropertyThe baseline statistics file in Amazon S3 that the current monitoring job should be validated against.A builder forCfnMonitoringSchedule.StatisticsResourcePropertyAn implementation forCfnMonitoringSchedule.StatisticsResourcePropertySpecifies a limit to how long a job can run.A builder forCfnMonitoringSchedule.StoppingConditionPropertyAn implementation forCfnMonitoringSchedule.StoppingConditionPropertySpecifies an Amazon Virtual Private Cloud (VPC) that your SageMaker jobs, hosted models, and compute resources have access to.A builder forCfnMonitoringSchedule.VpcConfigPropertyAn implementation forCfnMonitoringSchedule.VpcConfigPropertyProperties for defining aCfnMonitoringSchedule.A builder forCfnMonitoringSchedulePropsAn implementation forCfnMonitoringSchedulePropsTheAWS::SageMaker::NotebookInstanceresource creates an Amazon SageMaker notebook instance.A fluent builder forCfnNotebookInstance.Information on the IMDS configuration of the notebook instance.An implementation forCfnNotebookInstance.InstanceMetadataServiceConfigurationPropertyTheAWS::SageMaker::NotebookInstanceLifecycleConfigresource creates shell scripts that run when you create and/or start a notebook instance.A fluent builder forCfnNotebookInstanceLifecycleConfig.Specifies the notebook instance lifecycle configuration script.An implementation forCfnNotebookInstanceLifecycleConfig.NotebookInstanceLifecycleHookPropertyProperties for defining aCfnNotebookInstanceLifecycleConfig.A builder forCfnNotebookInstanceLifecycleConfigPropsAn implementation forCfnNotebookInstanceLifecycleConfigPropsProperties for defining aCfnNotebookInstance.A builder forCfnNotebookInstancePropsAn implementation forCfnNotebookInstancePropsTheAWS::SageMaker::PartnerAppresource creates an Amazon SageMaker Partner AI App.A fluent builder forCfnPartnerApp.A collection of configuration settings for the PartnerApp.A builder forCfnPartnerApp.PartnerAppConfigPropertyAn implementation forCfnPartnerApp.PartnerAppConfigPropertyA collection of settings that specify the maintenance schedule for the PartnerApp.A builder forCfnPartnerApp.PartnerAppMaintenanceConfigPropertyAn implementation forCfnPartnerApp.PartnerAppMaintenanceConfigPropertyProperties for defining aCfnPartnerApp.A builder forCfnPartnerAppPropsAn implementation forCfnPartnerAppPropsTheAWS::SageMaker::Pipelineresource creates shell scripts that run when you create and/or start a SageMaker Pipeline.A fluent builder forCfnPipeline.Configuration that controls the parallelism of the pipeline.A builder forCfnPipeline.ParallelismConfigurationPropertyAn implementation forCfnPipeline.ParallelismConfigurationPropertyThe definition of the pipeline.A builder forCfnPipeline.PipelineDefinitionPropertyAn implementation forCfnPipeline.PipelineDefinitionPropertyThe location of the pipeline definition stored in Amazon S3.A builder forCfnPipeline.S3LocationPropertyAn implementation forCfnPipeline.S3LocationPropertyProperties for defining aCfnPipeline.A builder forCfnPipelinePropsAn implementation forCfnPipelinePropsAn Amazon SageMaker processing job that is used to analyze data and evaluate models.Configuration to run a processing job in a specified container image.A builder forCfnProcessingJob.AppSpecificationPropertyAn implementation forCfnProcessingJob.AppSpecificationPropertyConfiguration for Athena Dataset Definition input.A builder forCfnProcessingJob.AthenaDatasetDefinitionPropertyAn implementation forCfnProcessingJob.AthenaDatasetDefinitionPropertyA fluent builder forCfnProcessingJob.Configuration for the cluster used to run a processing job.A builder forCfnProcessingJob.ClusterConfigPropertyAn implementation forCfnProcessingJob.ClusterConfigPropertyConfiguration for Dataset Definition inputs.A builder forCfnProcessingJob.DatasetDefinitionPropertyAn implementation forCfnProcessingJob.DatasetDefinitionPropertyAssociates a SageMaker job as a trial component with an experiment and trial.A builder forCfnProcessingJob.ExperimentConfigPropertyAn implementation forCfnProcessingJob.ExperimentConfigPropertyConfiguration for processing job outputs in Amazon SageMaker Feature Store.A builder forCfnProcessingJob.FeatureStoreOutputPropertyAn implementation forCfnProcessingJob.FeatureStoreOutputPropertyNetworking 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.A builder forCfnProcessingJob.NetworkConfigPropertyAn implementation forCfnProcessingJob.NetworkConfigPropertyThe inputs for a processing job.A builder forCfnProcessingJob.ProcessingInputsObjectPropertyAn implementation forCfnProcessingJob.ProcessingInputsObjectPropertyConfiguration for uploading output from the processing container.A builder forCfnProcessingJob.ProcessingOutputConfigPropertyAn implementation forCfnProcessingJob.ProcessingOutputConfigPropertyDescribes the results of a processing job.A builder forCfnProcessingJob.ProcessingOutputsObjectPropertyAn implementation forCfnProcessingJob.ProcessingOutputsObjectPropertyIdentifies the resources, ML compute instances, and ML storage volumes to deploy for a processing job.A builder forCfnProcessingJob.ProcessingResourcesPropertyAn implementation forCfnProcessingJob.ProcessingResourcesPropertyConfiguration for Redshift Dataset Definition input.A builder forCfnProcessingJob.RedshiftDatasetDefinitionPropertyAn implementation forCfnProcessingJob.RedshiftDatasetDefinitionPropertyConfiguration for downloading input data from Amazon S3 into the processing container.A builder forCfnProcessingJob.S3InputPropertyAn implementation forCfnProcessingJob.S3InputPropertyConfiguration for uploading output data to Amazon S3 from the processing container.A builder forCfnProcessingJob.S3OutputPropertyAn implementation forCfnProcessingJob.S3OutputPropertyConfigures conditions under which the processing job should be stopped, such as how long the processing job has been running.A builder forCfnProcessingJob.StoppingConditionPropertyAn implementation forCfnProcessingJob.StoppingConditionPropertySpecifies an Amazon Virtual Private Cloud (VPC) that your SageMaker jobs, hosted models, and compute resources have access to.A builder forCfnProcessingJob.VpcConfigPropertyAn implementation forCfnProcessingJob.VpcConfigPropertyProperties for defining aCfnProcessingJob.A builder forCfnProcessingJobPropsAn implementation forCfnProcessingJobPropsCreates 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.A fluent builder forCfnProject.A key-value pair representing a parameter used in the CloudFormation stack.A builder forCfnProject.CfnStackParameterPropertyAn implementation forCfnProject.CfnStackParameterPropertyDetails about a CloudFormation template provider configuration and associated provisioning information.A builder forCfnProject.CfnTemplateProviderDetailPropertyAn implementation forCfnProject.CfnTemplateProviderDetailPropertyA key value pair used when you provision a project as a service catalog product.A builder forCfnProject.ProvisioningParameterPropertyAn implementation forCfnProject.ProvisioningParameterPropertyDetails of a provisioned service catalog product.An implementation forCfnProject.ServiceCatalogProvisionedProductDetailsPropertyDetails that you specify to provision a service catalog product.A builder forCfnProject.ServiceCatalogProvisioningDetailsPropertyAn implementation forCfnProject.ServiceCatalogProvisioningDetailsPropertyDetails about a template provider configuration and associated provisioning information.A builder forCfnProject.TemplateProviderDetailPropertyAn implementation forCfnProject.TemplateProviderDetailPropertyProperties for defining aCfnProject.A builder forCfnProjectPropsAn implementation forCfnProjectPropsCreates a private space or a space used for real time collaboration in a domain.A fluent builder forCfnSpace.A Git repository that SageMaker AI automatically displays to users for cloning in the JupyterServer application.A builder forCfnSpace.CodeRepositoryPropertyAn implementation forCfnSpace.CodeRepositoryPropertyA file system, created by you, that you assign to a user profile or space for an Amazon SageMaker AI Domain.A builder forCfnSpace.CustomFileSystemPropertyAn implementation forCfnSpace.CustomFileSystemPropertyA custom SageMaker AI image.A builder forCfnSpace.CustomImagePropertyAn implementation forCfnSpace.CustomImagePropertyA collection of EBS storage settings that apply to both private and shared spaces.A builder forCfnSpace.EbsStorageSettingsPropertyAn implementation forCfnSpace.EbsStorageSettingsPropertyA file system, created by you in Amazon EFS, that you assign to a user profile or space for an Amazon SageMaker AI Domain.A builder forCfnSpace.EFSFileSystemPropertyAn implementation forCfnSpace.EFSFileSystemPropertyA custom file system in Amazon FSx for Lustre.A builder forCfnSpace.FSxLustreFileSystemPropertyAn implementation forCfnSpace.FSxLustreFileSystemPropertyThe JupyterServer app settings.A builder forCfnSpace.JupyterServerAppSettingsPropertyAn implementation forCfnSpace.JupyterServerAppSettingsPropertyThe KernelGateway app settings.A builder forCfnSpace.KernelGatewayAppSettingsPropertyAn implementation forCfnSpace.KernelGatewayAppSettingsPropertyThe collection of ownership settings for a space.A builder forCfnSpace.OwnershipSettingsPropertyAn implementation forCfnSpace.OwnershipSettingsPropertySpecifies the ARN's of a SageMaker AI image and SageMaker AI image version, and the instance type that the version runs on.A builder forCfnSpace.ResourceSpecPropertyAn implementation forCfnSpace.ResourceSpecPropertyA custom file system in Amazon S3.A builder forCfnSpace.S3FileSystemPropertyAn implementation forCfnSpace.S3FileSystemPropertySettings that are used to configure and manage the lifecycle of Amazon SageMaker Studio applications in a space.A builder forCfnSpace.SpaceAppLifecycleManagementPropertyAn implementation forCfnSpace.SpaceAppLifecycleManagementPropertyThe application settings for a Code Editor space.A builder forCfnSpace.SpaceCodeEditorAppSettingsPropertyAn implementation forCfnSpace.SpaceCodeEditorAppSettingsPropertySettings related to idle shutdown of Studio applications in a space.A builder forCfnSpace.SpaceIdleSettingsPropertyAn implementation forCfnSpace.SpaceIdleSettingsPropertyThe settings for the JupyterLab application within a space.A builder forCfnSpace.SpaceJupyterLabAppSettingsPropertyAn implementation forCfnSpace.SpaceJupyterLabAppSettingsPropertyA collection of space settings.A builder forCfnSpace.SpaceSettingsPropertyAn implementation forCfnSpace.SpaceSettingsPropertyA collection of space sharing settings.A builder forCfnSpace.SpaceSharingSettingsPropertyAn implementation forCfnSpace.SpaceSharingSettingsPropertyThe storage settings for a space.A builder forCfnSpace.SpaceStorageSettingsPropertyAn implementation forCfnSpace.SpaceStorageSettingsPropertyProperties for defining aCfnSpace.A builder forCfnSpacePropsAn implementation forCfnSpacePropsCreates a new Amazon SageMaker AI Studio Lifecycle Configuration.A fluent builder forCfnStudioLifecycleConfig.Properties for defining aCfnStudioLifecycleConfig.A builder forCfnStudioLifecycleConfigPropsAn implementation forCfnStudioLifecycleConfigPropsCreates a user profile.Settings that are used to configure and manage the lifecycle of Amazon SageMaker Studio applications.A builder forCfnUserProfile.AppLifecycleManagementPropertyAn implementation forCfnUserProfile.AppLifecycleManagementPropertyA fluent builder forCfnUserProfile.The Code Editor application settings.A builder forCfnUserProfile.CodeEditorAppSettingsPropertyAn implementation forCfnUserProfile.CodeEditorAppSettingsPropertyA Git repository that SageMaker AI automatically displays to users for cloning in the JupyterServer application.A builder forCfnUserProfile.CodeRepositoryPropertyAn implementation forCfnUserProfile.CodeRepositoryPropertyThe settings for assigning a custom file system to a user profile or space for an Amazon SageMaker AI Domain.A builder forCfnUserProfile.CustomFileSystemConfigPropertyAn implementation forCfnUserProfile.CustomFileSystemConfigPropertyA custom SageMaker AI image.A builder forCfnUserProfile.CustomImagePropertyAn implementation forCfnUserProfile.CustomImagePropertyDetails about the POSIX identity that is used for file system operations.A builder forCfnUserProfile.CustomPosixUserConfigPropertyAn implementation forCfnUserProfile.CustomPosixUserConfigPropertyA collection of default EBS storage settings that apply to spaces created within a domain or user profile.A builder forCfnUserProfile.DefaultEbsStorageSettingsPropertyAn implementation forCfnUserProfile.DefaultEbsStorageSettingsPropertyThe default storage settings for a space.A builder forCfnUserProfile.DefaultSpaceStorageSettingsPropertyAn implementation forCfnUserProfile.DefaultSpaceStorageSettingsPropertyThe settings for assigning a custom Amazon EFS file system to a user profile or space for an Amazon SageMaker AI Domain.A builder forCfnUserProfile.EFSFileSystemConfigPropertyAn implementation forCfnUserProfile.EFSFileSystemConfigPropertyThe settings for assigning a custom Amazon FSx for Lustre file system to a user profile or space for an Amazon SageMaker Domain.A builder forCfnUserProfile.FSxLustreFileSystemConfigPropertyAn implementation forCfnUserProfile.FSxLustreFileSystemConfigPropertyThe SageMaker images that are hidden from the Studio user interface.A builder forCfnUserProfile.HiddenSageMakerImagePropertyAn implementation forCfnUserProfile.HiddenSageMakerImagePropertySettings related to idle shutdown of Studio applications.A builder forCfnUserProfile.IdleSettingsPropertyAn implementation forCfnUserProfile.IdleSettingsPropertyThe settings for the JupyterLab application.A builder forCfnUserProfile.JupyterLabAppSettingsPropertyAn implementation forCfnUserProfile.JupyterLabAppSettingsPropertyThe JupyterServer app settings.A builder forCfnUserProfile.JupyterServerAppSettingsPropertyAn implementation forCfnUserProfile.JupyterServerAppSettingsPropertyThe KernelGateway app settings.A builder forCfnUserProfile.KernelGatewayAppSettingsPropertyAn implementation forCfnUserProfile.KernelGatewayAppSettingsPropertySpecifies the ARN's of a SageMaker AI image and SageMaker AI image version, and the instance type that the version runs on.A builder forCfnUserProfile.ResourceSpecPropertyAn implementation forCfnUserProfile.ResourceSpecPropertyA collection of settings that configure user interaction with theRStudioServerProapp.A builder forCfnUserProfile.RStudioServerProAppSettingsPropertyAn implementation forCfnUserProfile.RStudioServerProAppSettingsPropertyConfiguration for the custom Amazon S3 file system.A builder forCfnUserProfile.S3FileSystemConfigPropertyAn implementation forCfnUserProfile.S3FileSystemConfigPropertySpecifies options when sharing an Amazon SageMaker Studio notebook.A builder forCfnUserProfile.SharingSettingsPropertyAn implementation forCfnUserProfile.SharingSettingsPropertyStudio settings.A builder forCfnUserProfile.StudioWebPortalSettingsPropertyAn implementation forCfnUserProfile.StudioWebPortalSettingsPropertyA collection of settings that apply to users of Amazon SageMaker Studio.A builder forCfnUserProfile.UserSettingsPropertyAn implementation forCfnUserProfile.UserSettingsPropertyProperties for defining aCfnUserProfile.A builder forCfnUserProfilePropsAn implementation forCfnUserProfilePropsCreates a new work team for labeling your data.A fluent builder forCfnWorkteam.Identifies a Amazon Cognito user group.A builder forCfnWorkteam.CognitoMemberDefinitionPropertyAn implementation forCfnWorkteam.CognitoMemberDefinitionPropertyDefines an Amazon Cognito or your own OIDC IdP user group that is part of a work team.A builder forCfnWorkteam.MemberDefinitionPropertyAn implementation forCfnWorkteam.MemberDefinitionPropertyConfigures Amazon SNS notifications of available or expiring work items for work teams.A builder forCfnWorkteam.NotificationConfigurationPropertyAn implementation forCfnWorkteam.NotificationConfigurationPropertyA list of user groups that exist in your OIDC Identity Provider (IdP).A builder forCfnWorkteam.OidcMemberDefinitionPropertyAn implementation forCfnWorkteam.OidcMemberDefinitionPropertyProperties for defining aCfnWorkteam.A builder forCfnWorkteamPropsAn implementation forCfnWorkteamPropsA reference to a Cluster resource.A builder forClusterReferenceAn implementation forClusterReferenceA reference to a CodeRepository resource.A builder forCodeRepositoryReferenceAn implementation forCodeRepositoryReferenceA reference to a DataQualityJobDefinition resource.A builder forDataQualityJobDefinitionReferenceAn implementation forDataQualityJobDefinitionReferenceA reference to a DeviceFleet resource.A builder forDeviceFleetReferenceAn implementation forDeviceFleetReferenceA reference to a Device resource.A builder forDeviceReferenceAn implementation forDeviceReferenceA reference to a Domain resource.A builder forDomainReferenceAn implementation forDomainReferenceA reference to a EndpointConfig resource.A builder forEndpointConfigReferenceAn implementation forEndpointConfigReferenceA reference to a Endpoint resource.A builder forEndpointReferenceAn implementation forEndpointReferenceA reference to a FeatureGroup resource.A builder forFeatureGroupReferenceAn implementation forFeatureGroupReference(experimental) Indicates that this resource can be referenced as a AppImageConfig.Internal default implementation forIAppImageConfigRef.A proxy class which represents a concrete javascript instance of this type.(experimental) Indicates that this resource can be referenced as a App.Internal default implementation forIAppRef.A proxy class which represents a concrete javascript instance of this type.(experimental) Indicates that this resource can be referenced as a Cluster.Internal default implementation forIClusterRef.A proxy class which represents a concrete javascript instance of this type.(experimental) Indicates that this resource can be referenced as a CodeRepository.Internal default implementation forICodeRepositoryRef.A proxy class which represents a concrete javascript instance of this type.(experimental) Indicates that this resource can be referenced as a DataQualityJobDefinition.Internal default implementation forIDataQualityJobDefinitionRef.A proxy class which represents a concrete javascript instance of this type.(experimental) Indicates that this resource can be referenced as a DeviceFleet.Internal default implementation forIDeviceFleetRef.A proxy class which represents a concrete javascript instance of this type.(experimental) Indicates that this resource can be referenced as a Device.Internal default implementation forIDeviceRef.A proxy class which represents a concrete javascript instance of this type.(experimental) Indicates that this resource can be referenced as a Domain.Internal default implementation forIDomainRef.A proxy class which represents a concrete javascript instance of this type.The interface for a SageMaker Endpoint resource.Internal default implementation forIEndpoint.A proxy class which represents a concrete javascript instance of this type.(experimental) Indicates that this resource can be referenced as a EndpointConfig.Internal default implementation forIEndpointConfigRef.A proxy class which represents a concrete javascript instance of this type.(experimental) Indicates that this resource can be referenced as a Endpoint.Internal default implementation forIEndpointRef.A proxy class which represents a concrete javascript instance of this type.(experimental) Indicates that this resource can be referenced as a FeatureGroup.Internal default implementation forIFeatureGroupRef.A proxy class which represents a concrete javascript instance of this type.(experimental) Indicates that this resource can be referenced as a Image.Internal default implementation forIImageRef.A proxy class which represents a concrete javascript instance of this type.(experimental) Indicates that this resource can be referenced as a ImageVersion.Internal default implementation forIImageVersionRef.A proxy class which represents a concrete javascript instance of this type.(experimental) Indicates that this resource can be referenced as a InferenceComponent.Internal default implementation forIInferenceComponentRef.A proxy class which represents a concrete javascript instance of this type.(experimental) Indicates that this resource can be referenced as a InferenceExperiment.Internal default implementation forIInferenceExperimentRef.A proxy class which represents a concrete javascript instance of this type.A reference to a Image resource.A builder forImageReferenceAn implementation forImageReferenceA reference to a ImageVersion resource.A builder forImageVersionReferenceAn implementation forImageVersionReference(experimental) Indicates that this resource can be referenced as a MlflowTrackingServer.Internal default implementation forIMlflowTrackingServerRef.A proxy class which represents a concrete javascript instance of this type.(experimental) Indicates that this resource can be referenced as a ModelBiasJobDefinition.Internal default implementation forIModelBiasJobDefinitionRef.A proxy class which represents a concrete javascript instance of this type.(experimental) Indicates that this resource can be referenced as a ModelCard.Internal default implementation forIModelCardRef.A proxy class which represents a concrete javascript instance of this type.(experimental) Indicates that this resource can be referenced as a ModelExplainabilityJobDefinition.Internal default implementation forIModelExplainabilityJobDefinitionRef.A proxy class which represents a concrete javascript instance of this type.(experimental) Indicates that this resource can be referenced as a ModelPackageGroup.Internal default implementation forIModelPackageGroupRef.A proxy class which represents a concrete javascript instance of this type.(experimental) Indicates that this resource can be referenced as a ModelPackage.Internal default implementation forIModelPackageRef.A proxy class which represents a concrete javascript instance of this type.(experimental) Indicates that this resource can be referenced as a ModelQualityJobDefinition.Internal default implementation forIModelQualityJobDefinitionRef.A proxy class which represents a concrete javascript instance of this type.(experimental) Indicates that this resource can be referenced as a Model.Internal default implementation forIModelRef.A proxy class which represents a concrete javascript instance of this type.(experimental) Indicates that this resource can be referenced as a MonitoringSchedule.Internal default implementation forIMonitoringScheduleRef.A proxy class which represents a concrete javascript instance of this type.A reference to a InferenceComponent resource.A builder forInferenceComponentReferenceAn implementation forInferenceComponentReferenceA reference to a InferenceExperiment resource.A builder forInferenceExperimentReferenceAn implementation forInferenceExperimentReference(experimental) Indicates that this resource can be referenced as a NotebookInstanceLifecycleConfig.Internal default implementation forINotebookInstanceLifecycleConfigRef.A proxy class which represents a concrete javascript instance of this type.(experimental) Indicates that this resource can be referenced as a NotebookInstance.Internal default implementation forINotebookInstanceRef.A proxy class which represents a concrete javascript instance of this type.(experimental) Indicates that this resource can be referenced as a PartnerApp.Internal default implementation forIPartnerAppRef.A proxy class which represents a concrete javascript instance of this type.The interface for a SageMaker Pipeline resource.Internal default implementation forIPipeline.A proxy class which represents a concrete javascript instance of this type.(experimental) Indicates that this resource can be referenced as a Pipeline.Internal default implementation forIPipelineRef.A proxy class which represents a concrete javascript instance of this type.(experimental) Indicates that this resource can be referenced as a ProcessingJob.Internal default implementation forIProcessingJobRef.A proxy class which represents a concrete javascript instance of this type.(experimental) Indicates that this resource can be referenced as a Project.Internal default implementation forIProjectRef.A proxy class which represents a concrete javascript instance of this type.(experimental) Indicates that this resource can be referenced as a Space.Internal default implementation forISpaceRef.A proxy class which represents a concrete javascript instance of this type.(experimental) Indicates that this resource can be referenced as a StudioLifecycleConfig.Internal default implementation forIStudioLifecycleConfigRef.A proxy class which represents a concrete javascript instance of this type.(experimental) Indicates that this resource can be referenced as a UserProfile.Internal default implementation forIUserProfileRef.A proxy class which represents a concrete javascript instance of this type.(experimental) Indicates that this resource can be referenced as a Workteam.Internal default implementation forIWorkteamRef.A proxy class which represents a concrete javascript instance of this type.A reference to a MlflowTrackingServer resource.A builder forMlflowTrackingServerReferenceAn implementation forMlflowTrackingServerReferenceA reference to a ModelBiasJobDefinition resource.A builder forModelBiasJobDefinitionReferenceAn implementation forModelBiasJobDefinitionReferenceA reference to a ModelCard resource.A builder forModelCardReferenceAn implementation forModelCardReferenceA reference to a ModelExplainabilityJobDefinition resource.A builder forModelExplainabilityJobDefinitionReferenceAn implementation forModelExplainabilityJobDefinitionReferenceA reference to a ModelPackageGroup resource.A builder forModelPackageGroupReferenceAn implementation forModelPackageGroupReferenceA reference to a ModelPackage resource.A builder forModelPackageReferenceAn implementation forModelPackageReferenceA reference to a ModelQualityJobDefinition resource.A builder forModelQualityJobDefinitionReferenceAn implementation forModelQualityJobDefinitionReferenceA reference to a Model resource.A builder forModelReferenceAn implementation forModelReferenceA reference to a MonitoringSchedule resource.A builder forMonitoringScheduleReferenceAn implementation forMonitoringScheduleReferenceA reference to a NotebookInstanceLifecycleConfig resource.A builder forNotebookInstanceLifecycleConfigReferenceAn implementation forNotebookInstanceLifecycleConfigReferenceA reference to a NotebookInstance resource.A builder forNotebookInstanceReferenceAn implementation forNotebookInstanceReferenceA reference to a PartnerApp resource.A builder forPartnerAppReferenceAn implementation forPartnerAppReferenceA reference to a Pipeline resource.A builder forPipelineReferenceAn implementation forPipelineReferenceA reference to a ProcessingJob resource.A builder forProcessingJobReferenceAn implementation forProcessingJobReferenceA reference to a Project resource.A builder forProjectReferenceAn implementation forProjectReferenceA reference to a Space resource.A builder forSpaceReferenceAn implementation forSpaceReferenceA reference to a StudioLifecycleConfig resource.A builder forStudioLifecycleConfigReferenceAn implementation forStudioLifecycleConfigReferenceA reference to a UserProfile resource.A builder forUserProfileReferenceAn implementation forUserProfileReferenceA reference to a Workteam resource.A builder forWorkteamReferenceAn implementation forWorkteamReference