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Namespace Amazon.CDK.AWS.Sagemaker

Amazon SageMaker Construct Library

--- cfn-resources: Stable
All classes with the <code>Cfn</code> prefix in this module (<a href="https://docs.aws.amazon.com/cdk/latest/guide/constructs.html#constructs_lib">CFN Resources</a>) are always stable and safe to use.

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

using Amazon.CDK.AWS.Sagemaker;

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

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

    Classes

    CfnApp

    A CloudFormation AWS::SageMaker::App.

    CfnApp.ResourceSpecProperty

    Specifies the ARN's of a SageMaker image and SageMaker image version, and the instance type that the version runs on.

    CfnAppImageConfig

    A CloudFormation AWS::SageMaker::AppImageConfig.

    CfnAppImageConfig.FileSystemConfigProperty

    The Amazon Elastic File System (EFS) storage configuration for a SageMaker image.

    CfnAppImageConfig.KernelGatewayImageConfigProperty

    The configuration for the file system and kernels in a SageMaker image running as a KernelGateway app.

    CfnAppImageConfig.KernelSpecProperty

    The specification of a Jupyter kernel.

    CfnAppImageConfigProps

    Properties for defining a CfnAppImageConfig.

    CfnAppProps

    Properties for defining a CfnApp.

    CfnCodeRepository

    A CloudFormation AWS::SageMaker::CodeRepository.

    CfnCodeRepository.GitConfigProperty

    Specifies configuration details for a Git repository in your AWS account.

    CfnCodeRepositoryProps

    Properties for defining a CfnCodeRepository.

    CfnDataQualityJobDefinition

    A CloudFormation AWS::SageMaker::DataQualityJobDefinition.

    CfnDataQualityJobDefinition.ClusterConfigProperty

    The configuration for the cluster of resources used to run the processing job.

    CfnDataQualityJobDefinition.ConstraintsResourceProperty

    The constraints resource for a monitoring job.

    CfnDataQualityJobDefinition.DataQualityAppSpecificationProperty

    Information about the container that a data quality monitoring job runs.

    CfnDataQualityJobDefinition.DataQualityBaselineConfigProperty

    Configuration for monitoring constraints and monitoring statistics.

    CfnDataQualityJobDefinition.DataQualityJobInputProperty

    The input for the data quality monitoring job.

    CfnDataQualityJobDefinition.EndpointInputProperty

    Input object for the endpoint.

    CfnDataQualityJobDefinition.MonitoringOutputConfigProperty

    The output configuration for monitoring jobs.

    CfnDataQualityJobDefinition.MonitoringOutputProperty

    The output object for a monitoring job.

    CfnDataQualityJobDefinition.MonitoringResourcesProperty

    Identifies the resources to deploy for a monitoring job.

    CfnDataQualityJobDefinition.NetworkConfigProperty

    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

    The Amazon S3 storage location where the results of a monitoring job are saved.

    CfnDataQualityJobDefinition.StatisticsResourceProperty

    The statistics resource for a monitoring job.

    CfnDataQualityJobDefinition.StoppingConditionProperty

    Specifies a limit to how long a model training job or model compilation job can run.

    CfnDataQualityJobDefinition.VpcConfigProperty

    Specifies a VPC that your training jobs and hosted models have access to.

    CfnDataQualityJobDefinitionProps

    Properties for defining a CfnDataQualityJobDefinition.

    CfnDevice

    A CloudFormation AWS::SageMaker::Device.

    CfnDevice.DeviceProperty

    Information of a particular device.

    CfnDeviceFleet

    A CloudFormation AWS::SageMaker::DeviceFleet.

    CfnDeviceFleet.EdgeOutputConfigProperty

    The output configuration for storing sample data collected by the fleet.

    CfnDeviceFleetProps

    Properties for defining a CfnDeviceFleet.

    CfnDeviceProps

    Properties for defining a CfnDevice.

    CfnDomain

    A CloudFormation AWS::SageMaker::Domain.

    CfnDomain.CustomImageProperty

    A custom SageMaker image.

    CfnDomain.DomainSettingsProperty

    A collection of settings that apply to the SageMaker Domain .

    CfnDomain.JupyterServerAppSettingsProperty

    The JupyterServer app settings.

    CfnDomain.KernelGatewayAppSettingsProperty

    The KernelGateway app settings.

    CfnDomain.ResourceSpecProperty

    Specifies the ARN's of a SageMaker image and SageMaker image version, and the instance type that the version runs on.

    CfnDomain.RStudioServerProAppSettingsProperty

    A collection of settings that configure user interaction with the RStudioServerPro app.

    CfnDomain.RStudioServerProDomainSettingsProperty

    A collection of settings that configure the RStudioServerPro Domain-level app.

    CfnDomain.SharingSettingsProperty

    Specifies options when sharing an Amazon SageMaker Studio notebook.

    CfnDomain.UserSettingsProperty

    A collection of settings that apply to users of Amazon SageMaker Studio.

    CfnDomainProps

    Properties for defining a CfnDomain.

    CfnEndpoint

    A CloudFormation AWS::SageMaker::Endpoint.

    CfnEndpoint.AlarmProperty

    An Amazon CloudWatch alarm configured to monitor metrics on an endpoint.

    CfnEndpoint.AutoRollbackConfigProperty

    Automatic rollback configuration for handling endpoint deployment failures and recovery.

    CfnEndpoint.BlueGreenUpdatePolicyProperty

    Update policy for a blue/green deployment.

    CfnEndpoint.CapacitySizeProperty

    Specifies the endpoint capacity to activate for production.

    CfnEndpoint.DeploymentConfigProperty

    The deployment configuration for an endpoint, which contains the desired deployment strategy and rollback configurations.

    CfnEndpoint.TrafficRoutingConfigProperty

    Defines the traffic routing strategy during an endpoint deployment to shift traffic from the old fleet to the new fleet.

    CfnEndpoint.VariantPropertyProperty

    Specifies a production variant property type for an Endpoint.

    CfnEndpointConfig

    A CloudFormation AWS::SageMaker::EndpointConfig.

    CfnEndpointConfig.AsyncInferenceClientConfigProperty

    Configures the behavior of the client used by SageMaker to interact with the model container during asynchronous inference.

    CfnEndpointConfig.AsyncInferenceConfigProperty

    Specifies configuration for how an endpoint performs asynchronous inference.

    CfnEndpointConfig.AsyncInferenceNotificationConfigProperty

    Specifies the configuration for notifications of inference results for asynchronous inference.

    CfnEndpointConfig.AsyncInferenceOutputConfigProperty

    Specifies the configuration for asynchronous inference invocation outputs.

    CfnEndpointConfig.CaptureContentTypeHeaderProperty

    Specifies the JSON and CSV content types of the data that the endpoint captures.

    CfnEndpointConfig.CaptureOptionProperty

    Specifies whether the endpoint captures input data or output data.

    CfnEndpointConfig.DataCaptureConfigProperty

    Specifies the configuration of your endpoint for model monitor data capture.

    CfnEndpointConfig.ProductionVariantProperty

    Specifies a model that you want to host and the resources to deploy for hosting it.

    CfnEndpointConfig.ServerlessConfigProperty

    Specifies the serverless configuration for an endpoint variant.

    CfnEndpointConfigProps

    Properties for defining a CfnEndpointConfig.

    CfnEndpointProps

    Properties for defining a CfnEndpoint.

    CfnFeatureGroup

    A CloudFormation AWS::SageMaker::FeatureGroup.

    CfnFeatureGroup.FeatureDefinitionProperty

    A list of features.

    CfnFeatureGroupProps

    Properties for defining a CfnFeatureGroup.

    CfnImage

    A CloudFormation AWS::SageMaker::Image.

    CfnImageProps

    Properties for defining a CfnImage.

    CfnImageVersion

    A CloudFormation AWS::SageMaker::ImageVersion.

    CfnImageVersionProps

    Properties for defining a CfnImageVersion.

    CfnModel

    A CloudFormation AWS::SageMaker::Model.

    CfnModel.ContainerDefinitionProperty

    Describes the container, as part of model definition.

    CfnModel.ImageConfigProperty

    Specifies whether the model container is in Amazon ECR or a private Docker registry accessible from your Amazon Virtual Private Cloud (VPC).

    CfnModel.InferenceExecutionConfigProperty

    Specifies details about how containers in a multi-container endpoint are run.

    CfnModel.MultiModelConfigProperty

    Specifies additional configuration for hosting multi-model endpoints.

    CfnModel.RepositoryAuthConfigProperty

    Specifies an authentication configuration for the private docker registry where your model image is hosted.

    CfnModel.VpcConfigProperty

    Specifies a VPC that your training jobs and hosted models have access to.

    CfnModelBiasJobDefinition

    A CloudFormation AWS::SageMaker::ModelBiasJobDefinition.

    CfnModelBiasJobDefinition.ClusterConfigProperty
    CfnModelBiasJobDefinition.ConstraintsResourceProperty

    The constraints resource for a monitoring job.

    CfnModelBiasJobDefinition.EndpointInputProperty

    Input object for the endpoint.

    CfnModelBiasJobDefinition.ModelBiasAppSpecificationProperty

    Docker container image configuration object for the model bias job.

    CfnModelBiasJobDefinition.ModelBiasBaselineConfigProperty

    The configuration for a baseline model bias job.

    CfnModelBiasJobDefinition.ModelBiasJobInputProperty

    Inputs for the model bias job.

    CfnModelBiasJobDefinition.MonitoringGroundTruthS3InputProperty

    The ground truth labels for the dataset used for the monitoring job.

    CfnModelBiasJobDefinition.MonitoringOutputConfigProperty

    The output configuration for monitoring jobs.

    CfnModelBiasJobDefinition.MonitoringOutputProperty

    The output object for a monitoring job.

    CfnModelBiasJobDefinition.MonitoringResourcesProperty

    Identifies the resources to deploy for a monitoring job.

    CfnModelBiasJobDefinition.NetworkConfigProperty

    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

    The Amazon S3 storage location where the results of a monitoring job are saved.

    CfnModelBiasJobDefinition.StoppingConditionProperty

    Specifies a limit to how long a model training job or model compilation job can run.

    CfnModelBiasJobDefinition.VpcConfigProperty

    Specifies a VPC that your training jobs and hosted models have access to.

    CfnModelBiasJobDefinitionProps

    Properties for defining a CfnModelBiasJobDefinition.

    CfnModelExplainabilityJobDefinition

    A CloudFormation AWS::SageMaker::ModelExplainabilityJobDefinition.

    CfnModelExplainabilityJobDefinition.ClusterConfigProperty

    The configuration for the cluster resources used to run the processing job.

    CfnModelExplainabilityJobDefinition.ConstraintsResourceProperty

    The constraints resource for a monitoring job.

    CfnModelExplainabilityJobDefinition.EndpointInputProperty

    Input object for the endpoint.

    CfnModelExplainabilityJobDefinition.ModelExplainabilityAppSpecificationProperty

    Docker container image configuration object for the model explainability job.

    CfnModelExplainabilityJobDefinition.ModelExplainabilityBaselineConfigProperty

    The configuration for a baseline model explainability job.

    CfnModelExplainabilityJobDefinition.ModelExplainabilityJobInputProperty

    Inputs for the model explainability job.

    CfnModelExplainabilityJobDefinition.MonitoringOutputConfigProperty

    The output configuration for monitoring jobs.

    CfnModelExplainabilityJobDefinition.MonitoringOutputProperty

    The output object for a monitoring job.

    CfnModelExplainabilityJobDefinition.MonitoringResourcesProperty

    Identifies the resources to deploy for a monitoring job.

    CfnModelExplainabilityJobDefinition.NetworkConfigProperty

    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

    The Amazon S3 storage location where the results of a monitoring job are saved.

    CfnModelExplainabilityJobDefinition.StoppingConditionProperty

    Specifies a limit to how long a model training job or model compilation job can run.

    CfnModelExplainabilityJobDefinition.VpcConfigProperty

    Specifies a VPC that your training jobs and hosted models have access to.

    CfnModelExplainabilityJobDefinitionProps

    Properties for defining a CfnModelExplainabilityJobDefinition.

    CfnModelPackageGroup

    A CloudFormation AWS::SageMaker::ModelPackageGroup.

    CfnModelPackageGroupProps

    Properties for defining a CfnModelPackageGroup.

    CfnModelProps

    Properties for defining a CfnModel.

    CfnModelQualityJobDefinition

    A CloudFormation AWS::SageMaker::ModelQualityJobDefinition.

    CfnModelQualityJobDefinition.ClusterConfigProperty

    The configuration for the cluster of resources used to run the processing job.

    CfnModelQualityJobDefinition.ConstraintsResourceProperty

    The constraints resource for a monitoring job.

    CfnModelQualityJobDefinition.EndpointInputProperty

    Input object for the endpoint.

    CfnModelQualityJobDefinition.ModelQualityAppSpecificationProperty

    Container image configuration object for the monitoring job.

    CfnModelQualityJobDefinition.ModelQualityBaselineConfigProperty

    Configuration for monitoring constraints and monitoring statistics.

    CfnModelQualityJobDefinition.ModelQualityJobInputProperty

    The input for the model quality monitoring job.

    CfnModelQualityJobDefinition.MonitoringGroundTruthS3InputProperty

    The ground truth labels for the dataset used for the monitoring job.

    CfnModelQualityJobDefinition.MonitoringOutputConfigProperty

    The output configuration for monitoring jobs.

    CfnModelQualityJobDefinition.MonitoringOutputProperty

    The output object for a monitoring job.

    CfnModelQualityJobDefinition.MonitoringResourcesProperty

    Identifies the resources to deploy for a monitoring job.

    CfnModelQualityJobDefinition.NetworkConfigProperty

    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

    The Amazon S3 storage location where the results of a monitoring job are saved.

    CfnModelQualityJobDefinition.StoppingConditionProperty

    Specifies a limit to how long a model training job or model compilation job can run.

    CfnModelQualityJobDefinition.VpcConfigProperty

    Specifies a VPC that your training jobs and hosted models have access to.

    CfnModelQualityJobDefinitionProps

    Properties for defining a CfnModelQualityJobDefinition.

    CfnMonitoringSchedule

    A CloudFormation AWS::SageMaker::MonitoringSchedule.

    CfnMonitoringSchedule.BaselineConfigProperty

    Baseline configuration used to validate that the data conforms to the specified constraints and statistics.

    CfnMonitoringSchedule.ClusterConfigProperty

    Configuration for the cluster used to run model monitoring jobs.

    CfnMonitoringSchedule.ConstraintsResourceProperty

    The Amazon S3 URI for the constraints resource.

    CfnMonitoringSchedule.EndpointInputProperty

    Input object for the endpoint.

    CfnMonitoringSchedule.MonitoringAppSpecificationProperty

    Container image configuration object for the monitoring job.

    CfnMonitoringSchedule.MonitoringExecutionSummaryProperty

    Summary of information about the last monitoring job to run.

    CfnMonitoringSchedule.MonitoringInputProperty

    The inputs for a monitoring job.

    CfnMonitoringSchedule.MonitoringJobDefinitionProperty

    Defines the monitoring job.

    CfnMonitoringSchedule.MonitoringOutputConfigProperty

    The output configuration for monitoring jobs.

    CfnMonitoringSchedule.MonitoringOutputProperty

    The output object for a monitoring job.

    CfnMonitoringSchedule.MonitoringResourcesProperty

    Identifies the resources to deploy for a monitoring job.

    CfnMonitoringSchedule.MonitoringScheduleConfigProperty

    Configures the monitoring schedule and defines the monitoring job.

    CfnMonitoringSchedule.NetworkConfigProperty

    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

    Information about where and how you want to store the results of a monitoring job.

    CfnMonitoringSchedule.ScheduleConfigProperty

    Configuration details about the monitoring schedule.

    CfnMonitoringSchedule.StatisticsResourceProperty

    The baseline statistics file in Amazon S3 that the current monitoring job should be validated against.

    CfnMonitoringSchedule.StoppingConditionProperty

    Specifies a limit to how long a model training job or model compilation job can run.

    CfnMonitoringSchedule.VpcConfigProperty

    Specifies a VPC that your training jobs and hosted models have access to.

    CfnMonitoringScheduleProps

    Properties for defining a CfnMonitoringSchedule.

    CfnNotebookInstance

    A CloudFormation AWS::SageMaker::NotebookInstance.

    CfnNotebookInstanceLifecycleConfig

    A CloudFormation AWS::SageMaker::NotebookInstanceLifecycleConfig.

    CfnNotebookInstanceLifecycleConfig.NotebookInstanceLifecycleHookProperty

    Specifies the notebook instance lifecycle configuration script.

    CfnNotebookInstanceLifecycleConfigProps

    Properties for defining a CfnNotebookInstanceLifecycleConfig.

    CfnNotebookInstanceProps

    Properties for defining a CfnNotebookInstance.

    CfnPipeline

    A CloudFormation AWS::SageMaker::Pipeline.

    CfnPipelineProps

    Properties for defining a CfnPipeline.

    CfnProject

    A CloudFormation AWS::SageMaker::Project.

    CfnProjectProps

    Properties for defining a CfnProject.

    CfnUserProfile

    A CloudFormation AWS::SageMaker::UserProfile.

    CfnUserProfile.CustomImageProperty

    A custom SageMaker image.

    CfnUserProfile.JupyterServerAppSettingsProperty

    The JupyterServer app settings.

    CfnUserProfile.KernelGatewayAppSettingsProperty

    The KernelGateway app settings.

    CfnUserProfile.ResourceSpecProperty

    Specifies the ARN's of a SageMaker image and SageMaker image version, and the instance type that the version runs on.

    CfnUserProfile.RStudioServerProAppSettingsProperty

    A collection of settings that configure user interaction with the RStudioServerPro app.

    CfnUserProfile.SharingSettingsProperty

    Specifies options when sharing an Amazon SageMaker Studio notebook.

    CfnUserProfile.UserSettingsProperty

    A collection of settings that apply to users of Amazon SageMaker Studio.

    CfnUserProfileProps

    Properties for defining a CfnUserProfile.

    CfnWorkteam

    A CloudFormation AWS::SageMaker::Workteam.

    CfnWorkteam.CognitoMemberDefinitionProperty

    Identifies a Amazon Cognito user group.

    CfnWorkteam.MemberDefinitionProperty

    Defines an Amazon Cognito or your own OIDC IdP user group that is part of a work team.

    CfnWorkteam.NotificationConfigurationProperty

    Configures Amazon SNS notifications of available or expiring work items for work teams.

    CfnWorkteamProps

    Properties for defining a CfnWorkteam.

    Interfaces

    CfnApp.IResourceSpecProperty

    Specifies the ARN's of a SageMaker image and SageMaker image version, and the instance type that the version runs on.

    CfnAppImageConfig.IFileSystemConfigProperty

    The Amazon Elastic File System (EFS) storage configuration for a SageMaker image.

    CfnAppImageConfig.IKernelGatewayImageConfigProperty

    The configuration for the file system and kernels in a SageMaker image running as a KernelGateway app.

    CfnAppImageConfig.IKernelSpecProperty

    The specification of a Jupyter kernel.

    CfnCodeRepository.IGitConfigProperty

    Specifies configuration details for a Git repository in your AWS account.

    CfnDataQualityJobDefinition.IClusterConfigProperty

    The configuration for the cluster of resources used to run the processing job.

    CfnDataQualityJobDefinition.IConstraintsResourceProperty

    The constraints resource for a monitoring job.

    CfnDataQualityJobDefinition.IDataQualityAppSpecificationProperty

    Information about the container that a data quality monitoring job runs.

    CfnDataQualityJobDefinition.IDataQualityBaselineConfigProperty

    Configuration for monitoring constraints and monitoring statistics.

    CfnDataQualityJobDefinition.IDataQualityJobInputProperty

    The input for the data quality monitoring job.

    CfnDataQualityJobDefinition.IEndpointInputProperty

    Input object for the endpoint.

    CfnDataQualityJobDefinition.IMonitoringOutputConfigProperty

    The output configuration for monitoring jobs.

    CfnDataQualityJobDefinition.IMonitoringOutputProperty

    The output object for a monitoring job.

    CfnDataQualityJobDefinition.IMonitoringResourcesProperty

    Identifies the resources to deploy for a monitoring job.

    CfnDataQualityJobDefinition.INetworkConfigProperty

    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.IS3OutputProperty

    The Amazon S3 storage location where the results of a monitoring job are saved.

    CfnDataQualityJobDefinition.IStatisticsResourceProperty

    The statistics resource for a monitoring job.

    CfnDataQualityJobDefinition.IStoppingConditionProperty

    Specifies a limit to how long a model training job or model compilation job can run.

    CfnDataQualityJobDefinition.IVpcConfigProperty

    Specifies a VPC that your training jobs and hosted models have access to.

    CfnDevice.IDeviceProperty

    Information of a particular device.

    CfnDeviceFleet.IEdgeOutputConfigProperty

    The output configuration for storing sample data collected by the fleet.

    CfnDomain.ICustomImageProperty

    A custom SageMaker image.

    CfnDomain.IDomainSettingsProperty

    A collection of settings that apply to the SageMaker Domain .

    CfnDomain.IJupyterServerAppSettingsProperty

    The JupyterServer app settings.

    CfnDomain.IKernelGatewayAppSettingsProperty

    The KernelGateway app settings.

    CfnDomain.IResourceSpecProperty

    Specifies the ARN's of a SageMaker image and SageMaker image version, and the instance type that the version runs on.

    CfnDomain.IRStudioServerProAppSettingsProperty

    A collection of settings that configure user interaction with the RStudioServerPro app.

    CfnDomain.IRStudioServerProDomainSettingsProperty

    A collection of settings that configure the RStudioServerPro Domain-level app.

    CfnDomain.ISharingSettingsProperty

    Specifies options when sharing an Amazon SageMaker Studio notebook.

    CfnDomain.IUserSettingsProperty

    A collection of settings that apply to users of Amazon SageMaker Studio.

    CfnEndpoint.IAlarmProperty

    An Amazon CloudWatch alarm configured to monitor metrics on an endpoint.

    CfnEndpoint.IAutoRollbackConfigProperty

    Automatic rollback configuration for handling endpoint deployment failures and recovery.

    CfnEndpoint.IBlueGreenUpdatePolicyProperty

    Update policy for a blue/green deployment.

    CfnEndpoint.ICapacitySizeProperty

    Specifies the endpoint capacity to activate for production.

    CfnEndpoint.IDeploymentConfigProperty

    The deployment configuration for an endpoint, which contains the desired deployment strategy and rollback configurations.

    CfnEndpoint.ITrafficRoutingConfigProperty

    Defines the traffic routing strategy during an endpoint deployment to shift traffic from the old fleet to the new fleet.

    CfnEndpoint.IVariantPropertyProperty

    Specifies a production variant property type for an Endpoint.

    CfnEndpointConfig.IAsyncInferenceClientConfigProperty

    Configures the behavior of the client used by SageMaker to interact with the model container during asynchronous inference.

    CfnEndpointConfig.IAsyncInferenceConfigProperty

    Specifies configuration for how an endpoint performs asynchronous inference.

    CfnEndpointConfig.IAsyncInferenceNotificationConfigProperty

    Specifies the configuration for notifications of inference results for asynchronous inference.

    CfnEndpointConfig.IAsyncInferenceOutputConfigProperty

    Specifies the configuration for asynchronous inference invocation outputs.

    CfnEndpointConfig.ICaptureContentTypeHeaderProperty

    Specifies the JSON and CSV content types of the data that the endpoint captures.

    CfnEndpointConfig.ICaptureOptionProperty

    Specifies whether the endpoint captures input data or output data.

    CfnEndpointConfig.IDataCaptureConfigProperty

    Specifies the configuration of your endpoint for model monitor data capture.

    CfnEndpointConfig.IProductionVariantProperty

    Specifies a model that you want to host and the resources to deploy for hosting it.

    CfnEndpointConfig.IServerlessConfigProperty

    Specifies the serverless configuration for an endpoint variant.

    CfnFeatureGroup.IFeatureDefinitionProperty

    A list of features.

    CfnModel.IContainerDefinitionProperty

    Describes the container, as part of model definition.

    CfnModel.IImageConfigProperty

    Specifies whether the model container is in Amazon ECR or a private Docker registry accessible from your Amazon Virtual Private Cloud (VPC).

    CfnModel.IInferenceExecutionConfigProperty

    Specifies details about how containers in a multi-container endpoint are run.

    CfnModel.IMultiModelConfigProperty

    Specifies additional configuration for hosting multi-model endpoints.

    CfnModel.IRepositoryAuthConfigProperty

    Specifies an authentication configuration for the private docker registry where your model image is hosted.

    CfnModel.IVpcConfigProperty

    Specifies a VPC that your training jobs and hosted models have access to.

    CfnModelBiasJobDefinition.IClusterConfigProperty
    CfnModelBiasJobDefinition.IConstraintsResourceProperty

    The constraints resource for a monitoring job.

    CfnModelBiasJobDefinition.IEndpointInputProperty

    Input object for the endpoint.

    CfnModelBiasJobDefinition.IModelBiasAppSpecificationProperty

    Docker container image configuration object for the model bias job.

    CfnModelBiasJobDefinition.IModelBiasBaselineConfigProperty

    The configuration for a baseline model bias job.

    CfnModelBiasJobDefinition.IModelBiasJobInputProperty

    Inputs for the model bias job.

    CfnModelBiasJobDefinition.IMonitoringGroundTruthS3InputProperty

    The ground truth labels for the dataset used for the monitoring job.

    CfnModelBiasJobDefinition.IMonitoringOutputConfigProperty

    The output configuration for monitoring jobs.

    CfnModelBiasJobDefinition.IMonitoringOutputProperty

    The output object for a monitoring job.

    CfnModelBiasJobDefinition.IMonitoringResourcesProperty

    Identifies the resources to deploy for a monitoring job.

    CfnModelBiasJobDefinition.INetworkConfigProperty

    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.IS3OutputProperty

    The Amazon S3 storage location where the results of a monitoring job are saved.

    CfnModelBiasJobDefinition.IStoppingConditionProperty

    Specifies a limit to how long a model training job or model compilation job can run.

    CfnModelBiasJobDefinition.IVpcConfigProperty

    Specifies a VPC that your training jobs and hosted models have access to.

    CfnModelExplainabilityJobDefinition.IClusterConfigProperty

    The configuration for the cluster resources used to run the processing job.

    CfnModelExplainabilityJobDefinition.IConstraintsResourceProperty

    The constraints resource for a monitoring job.

    CfnModelExplainabilityJobDefinition.IEndpointInputProperty

    Input object for the endpoint.

    CfnModelExplainabilityJobDefinition.IModelExplainabilityAppSpecificationProperty

    Docker container image configuration object for the model explainability job.

    CfnModelExplainabilityJobDefinition.IModelExplainabilityBaselineConfigProperty

    The configuration for a baseline model explainability job.

    CfnModelExplainabilityJobDefinition.IModelExplainabilityJobInputProperty

    Inputs for the model explainability job.

    CfnModelExplainabilityJobDefinition.IMonitoringOutputConfigProperty

    The output configuration for monitoring jobs.

    CfnModelExplainabilityJobDefinition.IMonitoringOutputProperty

    The output object for a monitoring job.

    CfnModelExplainabilityJobDefinition.IMonitoringResourcesProperty

    Identifies the resources to deploy for a monitoring job.

    CfnModelExplainabilityJobDefinition.INetworkConfigProperty

    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.IS3OutputProperty

    The Amazon S3 storage location where the results of a monitoring job are saved.

    CfnModelExplainabilityJobDefinition.IStoppingConditionProperty

    Specifies a limit to how long a model training job or model compilation job can run.

    CfnModelExplainabilityJobDefinition.IVpcConfigProperty

    Specifies a VPC that your training jobs and hosted models have access to.

    CfnModelQualityJobDefinition.IClusterConfigProperty

    The configuration for the cluster of resources used to run the processing job.

    CfnModelQualityJobDefinition.IConstraintsResourceProperty

    The constraints resource for a monitoring job.

    CfnModelQualityJobDefinition.IEndpointInputProperty

    Input object for the endpoint.

    CfnModelQualityJobDefinition.IModelQualityAppSpecificationProperty

    Container image configuration object for the monitoring job.

    CfnModelQualityJobDefinition.IModelQualityBaselineConfigProperty

    Configuration for monitoring constraints and monitoring statistics.

    CfnModelQualityJobDefinition.IModelQualityJobInputProperty

    The input for the model quality monitoring job.

    CfnModelQualityJobDefinition.IMonitoringGroundTruthS3InputProperty

    The ground truth labels for the dataset used for the monitoring job.

    CfnModelQualityJobDefinition.IMonitoringOutputConfigProperty

    The output configuration for monitoring jobs.

    CfnModelQualityJobDefinition.IMonitoringOutputProperty

    The output object for a monitoring job.

    CfnModelQualityJobDefinition.IMonitoringResourcesProperty

    Identifies the resources to deploy for a monitoring job.

    CfnModelQualityJobDefinition.INetworkConfigProperty

    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.IS3OutputProperty

    The Amazon S3 storage location where the results of a monitoring job are saved.

    CfnModelQualityJobDefinition.IStoppingConditionProperty

    Specifies a limit to how long a model training job or model compilation job can run.

    CfnModelQualityJobDefinition.IVpcConfigProperty

    Specifies a VPC that your training jobs and hosted models have access to.

    CfnMonitoringSchedule.IBaselineConfigProperty

    Baseline configuration used to validate that the data conforms to the specified constraints and statistics.

    CfnMonitoringSchedule.IClusterConfigProperty

    Configuration for the cluster used to run model monitoring jobs.

    CfnMonitoringSchedule.IConstraintsResourceProperty

    The Amazon S3 URI for the constraints resource.

    CfnMonitoringSchedule.IEndpointInputProperty

    Input object for the endpoint.

    CfnMonitoringSchedule.IMonitoringAppSpecificationProperty

    Container image configuration object for the monitoring job.

    CfnMonitoringSchedule.IMonitoringExecutionSummaryProperty

    Summary of information about the last monitoring job to run.

    CfnMonitoringSchedule.IMonitoringInputProperty

    The inputs for a monitoring job.

    CfnMonitoringSchedule.IMonitoringJobDefinitionProperty

    Defines the monitoring job.

    CfnMonitoringSchedule.IMonitoringOutputConfigProperty

    The output configuration for monitoring jobs.

    CfnMonitoringSchedule.IMonitoringOutputProperty

    The output object for a monitoring job.

    CfnMonitoringSchedule.IMonitoringResourcesProperty

    Identifies the resources to deploy for a monitoring job.

    CfnMonitoringSchedule.IMonitoringScheduleConfigProperty

    Configures the monitoring schedule and defines the monitoring job.

    CfnMonitoringSchedule.INetworkConfigProperty

    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.IS3OutputProperty

    Information about where and how you want to store the results of a monitoring job.

    CfnMonitoringSchedule.IScheduleConfigProperty

    Configuration details about the monitoring schedule.

    CfnMonitoringSchedule.IStatisticsResourceProperty

    The baseline statistics file in Amazon S3 that the current monitoring job should be validated against.

    CfnMonitoringSchedule.IStoppingConditionProperty

    Specifies a limit to how long a model training job or model compilation job can run.

    CfnMonitoringSchedule.IVpcConfigProperty

    Specifies a VPC that your training jobs and hosted models have access to.

    CfnNotebookInstanceLifecycleConfig.INotebookInstanceLifecycleHookProperty

    Specifies the notebook instance lifecycle configuration script.

    CfnUserProfile.ICustomImageProperty

    A custom SageMaker image.

    CfnUserProfile.IJupyterServerAppSettingsProperty

    The JupyterServer app settings.

    CfnUserProfile.IKernelGatewayAppSettingsProperty

    The KernelGateway app settings.

    CfnUserProfile.IResourceSpecProperty

    Specifies the ARN's of a SageMaker image and SageMaker image version, and the instance type that the version runs on.

    CfnUserProfile.IRStudioServerProAppSettingsProperty

    A collection of settings that configure user interaction with the RStudioServerPro app.

    CfnUserProfile.ISharingSettingsProperty

    Specifies options when sharing an Amazon SageMaker Studio notebook.

    CfnUserProfile.IUserSettingsProperty

    A collection of settings that apply to users of Amazon SageMaker Studio.

    CfnWorkteam.ICognitoMemberDefinitionProperty

    Identifies a Amazon Cognito user group.

    CfnWorkteam.IMemberDefinitionProperty

    Defines an Amazon Cognito or your own OIDC IdP user group that is part of a work team.

    CfnWorkteam.INotificationConfigurationProperty

    Configures Amazon SNS notifications of available or expiring work items for work teams.

    ICfnAppImageConfigProps

    Properties for defining a CfnAppImageConfig.

    ICfnAppProps

    Properties for defining a CfnApp.

    ICfnCodeRepositoryProps

    Properties for defining a CfnCodeRepository.

    ICfnDataQualityJobDefinitionProps

    Properties for defining a CfnDataQualityJobDefinition.

    ICfnDeviceFleetProps

    Properties for defining a CfnDeviceFleet.

    ICfnDeviceProps

    Properties for defining a CfnDevice.

    ICfnDomainProps

    Properties for defining a CfnDomain.

    ICfnEndpointConfigProps

    Properties for defining a CfnEndpointConfig.

    ICfnEndpointProps

    Properties for defining a CfnEndpoint.

    ICfnFeatureGroupProps

    Properties for defining a CfnFeatureGroup.

    ICfnImageProps

    Properties for defining a CfnImage.

    ICfnImageVersionProps

    Properties for defining a CfnImageVersion.

    ICfnModelBiasJobDefinitionProps

    Properties for defining a CfnModelBiasJobDefinition.

    ICfnModelExplainabilityJobDefinitionProps

    Properties for defining a CfnModelExplainabilityJobDefinition.

    ICfnModelPackageGroupProps

    Properties for defining a CfnModelPackageGroup.

    ICfnModelProps

    Properties for defining a CfnModel.

    ICfnModelQualityJobDefinitionProps

    Properties for defining a CfnModelQualityJobDefinition.

    ICfnMonitoringScheduleProps

    Properties for defining a CfnMonitoringSchedule.

    ICfnNotebookInstanceLifecycleConfigProps

    Properties for defining a CfnNotebookInstanceLifecycleConfig.

    ICfnNotebookInstanceProps

    Properties for defining a CfnNotebookInstance.

    ICfnPipelineProps

    Properties for defining a CfnPipeline.

    ICfnProjectProps

    Properties for defining a CfnProject.

    ICfnUserProfileProps

    Properties for defining a CfnUserProfile.

    ICfnWorkteamProps

    Properties for defining a CfnWorkteam.

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