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.
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| 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.
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| CfnEndpoint.CapacitySizeProperty |
Specifies the endpoint capacity to activate for production.
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| CfnEndpoint.DeploymentConfigProperty |
The deployment configuration for an endpoint, which contains the desired deployment strategy and rollback configurations.
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| 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.core.*;
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.)
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