See: Description
| Interface | Description |
|---|---|
| CfnApp.ResourceSpecProperty |
Specifies the ARN's of a SageMaker image and SageMaker image version, and the instance type that the version runs on.
|
| 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.GitConfigProperty |
Specifies configuration details for a Git repository in your AWS account.
|
| CfnCodeRepositoryProps |
Properties for defining a `CfnCodeRepository`.
|
| 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.DeviceProperty |
Information of a particular device.
|
| 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.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.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.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.FeatureDefinitionProperty |
A list of features.
|
| CfnFeatureGroupProps |
Properties for defining a `CfnFeatureGroup`.
|
| CfnImageProps |
Properties for defining a `CfnImage`.
|
| CfnImageVersionProps |
Properties for defining a `CfnImageVersion`.
|
| 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.ClusterConfigProperty |
Example:
|
| 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.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`.
|
| CfnModelPackageGroupProps |
Properties for defining a `CfnModelPackageGroup`.
|
| CfnModelProps |
Properties for defining a `CfnModel`.
|
| 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.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`.
|
| CfnNotebookInstanceLifecycleConfig.NotebookInstanceLifecycleHookProperty |
Specifies the notebook instance lifecycle configuration script.
|
| CfnNotebookInstanceLifecycleConfigProps |
Properties for defining a `CfnNotebookInstanceLifecycleConfig`.
|
| CfnNotebookInstanceProps |
Properties for defining a `CfnNotebookInstance`.
|
| CfnPipelineProps |
Properties for defining a `CfnPipeline`.
|
| CfnProjectProps |
Properties for defining a `CfnProject`.
|
| 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.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`.
|
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:
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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