Namespace Amazon.CDK.AWS.Sagemaker
Amazon SageMaker Construct Library
---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 |
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 |
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 |
CfnAppProps | Properties for defining a |
CfnCodeRepository | A CloudFormation |
CfnCodeRepository.GitConfigProperty | Specifies configuration details for a Git repository in your AWS account. |
CfnCodeRepositoryProps | Properties for defining a |
CfnDataQualityJobDefinition | A CloudFormation |
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 |
CfnDevice | A CloudFormation |
CfnDevice.DeviceProperty | Information of a particular device. |
CfnDeviceFleet | A CloudFormation |
CfnDeviceFleet.EdgeOutputConfigProperty | The output configuration for storing sample data collected by the fleet. |
CfnDeviceFleetProps | Properties for defining a |
CfnDeviceProps | Properties for defining a |
CfnDomain | A CloudFormation |
CfnDomain.CustomImageProperty | A custom SageMaker image. |
CfnDomain.DomainSettingsProperty | A collection of settings that apply to the |
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 |
CfnDomain.RStudioServerProDomainSettingsProperty | A collection of settings that configure the |
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 |
CfnEndpoint | A CloudFormation |
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 |
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 |
CfnEndpointProps | Properties for defining a |
CfnFeatureGroup | A CloudFormation |
CfnFeatureGroup.FeatureDefinitionProperty | A list of features. |
CfnFeatureGroupProps | Properties for defining a |
CfnImage | A CloudFormation |
CfnImageProps | Properties for defining a |
CfnImageVersion | A CloudFormation |
CfnImageVersionProps | Properties for defining a |
CfnModel | A CloudFormation |
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 |
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 |
CfnModelExplainabilityJobDefinition | A CloudFormation |
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 |
CfnModelPackageGroup | A CloudFormation |
CfnModelPackageGroupProps | Properties for defining a |
CfnModelProps | Properties for defining a |
CfnModelQualityJobDefinition | A CloudFormation |
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 |
CfnMonitoringSchedule | A CloudFormation |
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 |
CfnNotebookInstance | A CloudFormation |
CfnNotebookInstanceLifecycleConfig | A CloudFormation |
CfnNotebookInstanceLifecycleConfig.NotebookInstanceLifecycleHookProperty | Specifies the notebook instance lifecycle configuration script. |
CfnNotebookInstanceLifecycleConfigProps | Properties for defining a |
CfnNotebookInstanceProps | Properties for defining a |
CfnPipeline | A CloudFormation |
CfnPipelineProps | Properties for defining a |
CfnProject | A CloudFormation |
CfnProjectProps | Properties for defining a |
CfnUserProfile | A CloudFormation |
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 |
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 |
CfnWorkteam | A CloudFormation |
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 |
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 |
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 |
CfnDomain.IRStudioServerProDomainSettingsProperty | A collection of settings that configure the |
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 |
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 |
ICfnAppProps | Properties for defining a |
ICfnCodeRepositoryProps | Properties for defining a |
ICfnDataQualityJobDefinitionProps | Properties for defining a |
ICfnDeviceFleetProps | Properties for defining a |
ICfnDeviceProps | Properties for defining a |
ICfnDomainProps | Properties for defining a |
ICfnEndpointConfigProps | Properties for defining a |
ICfnEndpointProps | Properties for defining a |
ICfnFeatureGroupProps | Properties for defining a |
ICfnImageProps | Properties for defining a |
ICfnImageVersionProps | Properties for defining a |
ICfnModelBiasJobDefinitionProps | Properties for defining a |
ICfnModelExplainabilityJobDefinitionProps | Properties for defining a |
ICfnModelPackageGroupProps | Properties for defining a |
ICfnModelProps | Properties for defining a |
ICfnModelQualityJobDefinitionProps | Properties for defining a |
ICfnMonitoringScheduleProps | Properties for defining a |
ICfnNotebookInstanceLifecycleConfigProps | Properties for defining a |
ICfnNotebookInstanceProps | Properties for defining a |
ICfnPipelineProps | Properties for defining a |
ICfnProjectProps | Properties for defining a |
ICfnUserProfileProps | Properties for defining a |
ICfnWorkteamProps | Properties for defining a |