Package software.amazon.awscdk.services.sagemaker
Amazon SageMaker Construct Library
---
AWS CDK v1 has reached End-of-Support on 2023-06-01. This package is no longer being updated, and users should migrate to AWS CDK v2.
For more information on how to migrate, see the Migrating to AWS CDK v2 guide.
This module is part of the AWS Cloud Development Kit project.
import software.amazon.awscdk.services.sagemaker.*;
There are no official hand-written (L2) constructs for this service yet. Here are some suggestions on how to proceed:
- Search Construct Hub for SageMaker construct libraries
- Use the automatically generated L1 constructs, in the same way you would use the CloudFormation AWS::SageMaker resources directly.
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.)
Deprecated: AWS CDK v1 has reached End-of-Support on 2023-06-01. This package is no longer being updated, and users should migrate to AWS CDK v2. For more information on how to migrate, see https://docs.aws.amazon.com/cdk/v2/guide/migrating-v2.html
-
ClassDescriptionA CloudFormation
AWS::SageMaker::App
.A fluent builder forCfnApp
.Specifies the ARN's of a SageMaker image and SageMaker image version, and the instance type that the version runs on.A builder forCfnApp.ResourceSpecProperty
An implementation forCfnApp.ResourceSpecProperty
A CloudFormationAWS::SageMaker::AppImageConfig
.A fluent builder forCfnAppImageConfig
.The Amazon Elastic File System (EFS) storage configuration for a SageMaker image.A builder forCfnAppImageConfig.FileSystemConfigProperty
An implementation forCfnAppImageConfig.FileSystemConfigProperty
The configuration for the file system and kernels in a SageMaker image running as a KernelGateway app.A builder forCfnAppImageConfig.KernelGatewayImageConfigProperty
An implementation forCfnAppImageConfig.KernelGatewayImageConfigProperty
The specification of a Jupyter kernel.A builder forCfnAppImageConfig.KernelSpecProperty
An implementation forCfnAppImageConfig.KernelSpecProperty
Properties for defining aCfnAppImageConfig
.A builder forCfnAppImageConfigProps
An implementation forCfnAppImageConfigProps
Properties for defining aCfnApp
.A builder forCfnAppProps
An implementation forCfnAppProps
A CloudFormationAWS::SageMaker::CodeRepository
.A fluent builder forCfnCodeRepository
.Specifies configuration details for a Git repository in your AWS account.A builder forCfnCodeRepository.GitConfigProperty
An implementation forCfnCodeRepository.GitConfigProperty
Properties for defining aCfnCodeRepository
.A builder forCfnCodeRepositoryProps
An implementation forCfnCodeRepositoryProps
A CloudFormationAWS::SageMaker::DataQualityJobDefinition
.Example:A builder forCfnDataQualityJobDefinition.BatchTransformInputProperty
An implementation forCfnDataQualityJobDefinition.BatchTransformInputProperty
A fluent builder forCfnDataQualityJobDefinition
.The configuration for the cluster of resources used to run the processing job.A builder forCfnDataQualityJobDefinition.ClusterConfigProperty
An implementation forCfnDataQualityJobDefinition.ClusterConfigProperty
The constraints resource for a monitoring job.A builder forCfnDataQualityJobDefinition.ConstraintsResourceProperty
An implementation forCfnDataQualityJobDefinition.ConstraintsResourceProperty
Example:A builder forCfnDataQualityJobDefinition.CsvProperty
An implementation forCfnDataQualityJobDefinition.CsvProperty
Information about the container that a data quality monitoring job runs.An implementation forCfnDataQualityJobDefinition.DataQualityAppSpecificationProperty
Configuration for monitoring constraints and monitoring statistics.An implementation forCfnDataQualityJobDefinition.DataQualityBaselineConfigProperty
The input for the data quality monitoring job.A builder forCfnDataQualityJobDefinition.DataQualityJobInputProperty
An implementation forCfnDataQualityJobDefinition.DataQualityJobInputProperty
Example:A builder forCfnDataQualityJobDefinition.DatasetFormatProperty
An implementation forCfnDataQualityJobDefinition.DatasetFormatProperty
Input object for the endpoint.A builder forCfnDataQualityJobDefinition.EndpointInputProperty
An implementation forCfnDataQualityJobDefinition.EndpointInputProperty
Example:A builder forCfnDataQualityJobDefinition.JsonProperty
An implementation forCfnDataQualityJobDefinition.JsonProperty
The output configuration for monitoring jobs.An implementation forCfnDataQualityJobDefinition.MonitoringOutputConfigProperty
The output object for a monitoring job.A builder forCfnDataQualityJobDefinition.MonitoringOutputProperty
An implementation forCfnDataQualityJobDefinition.MonitoringOutputProperty
Identifies the resources to deploy for a monitoring job.A builder forCfnDataQualityJobDefinition.MonitoringResourcesProperty
An implementation forCfnDataQualityJobDefinition.MonitoringResourcesProperty
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.A builder forCfnDataQualityJobDefinition.NetworkConfigProperty
An implementation forCfnDataQualityJobDefinition.NetworkConfigProperty
The Amazon S3 storage location where the results of a monitoring job are saved.A builder forCfnDataQualityJobDefinition.S3OutputProperty
An implementation forCfnDataQualityJobDefinition.S3OutputProperty
The statistics resource for a monitoring job.A builder forCfnDataQualityJobDefinition.StatisticsResourceProperty
An implementation forCfnDataQualityJobDefinition.StatisticsResourceProperty
Specifies a limit to how long a model training job or model compilation job can run.A builder forCfnDataQualityJobDefinition.StoppingConditionProperty
An implementation forCfnDataQualityJobDefinition.StoppingConditionProperty
Specifies a VPC that your training jobs and hosted models have access to.A builder forCfnDataQualityJobDefinition.VpcConfigProperty
An implementation forCfnDataQualityJobDefinition.VpcConfigProperty
Properties for defining aCfnDataQualityJobDefinition
.A builder forCfnDataQualityJobDefinitionProps
An implementation forCfnDataQualityJobDefinitionProps
A CloudFormationAWS::SageMaker::Device
.A fluent builder forCfnDevice
.Information of a particular device.A builder forCfnDevice.DeviceProperty
An implementation forCfnDevice.DeviceProperty
A CloudFormationAWS::SageMaker::DeviceFleet
.A fluent builder forCfnDeviceFleet
.The output configuration for storing sample data collected by the fleet.A builder forCfnDeviceFleet.EdgeOutputConfigProperty
An implementation forCfnDeviceFleet.EdgeOutputConfigProperty
Properties for defining aCfnDeviceFleet
.A builder forCfnDeviceFleetProps
An implementation forCfnDeviceFleetProps
Properties for defining aCfnDevice
.A builder forCfnDeviceProps
An implementation forCfnDeviceProps
A CloudFormationAWS::SageMaker::Domain
.A fluent builder forCfnDomain
.A custom SageMaker image.A builder forCfnDomain.CustomImageProperty
An implementation forCfnDomain.CustomImageProperty
A collection of settings that apply to spaces created in the Domain.A builder forCfnDomain.DefaultSpaceSettingsProperty
An implementation forCfnDomain.DefaultSpaceSettingsProperty
A collection of settings that apply to theSageMaker Domain
.A builder forCfnDomain.DomainSettingsProperty
An implementation forCfnDomain.DomainSettingsProperty
The JupyterServer app settings.A builder forCfnDomain.JupyterServerAppSettingsProperty
An implementation forCfnDomain.JupyterServerAppSettingsProperty
The KernelGateway app settings.A builder forCfnDomain.KernelGatewayAppSettingsProperty
An implementation forCfnDomain.KernelGatewayAppSettingsProperty
Specifies the ARN's of a SageMaker image and SageMaker image version, and the instance type that the version runs on.A builder forCfnDomain.ResourceSpecProperty
An implementation forCfnDomain.ResourceSpecProperty
A collection of settings that apply to anRSessionGateway
app.A builder forCfnDomain.RSessionAppSettingsProperty
An implementation forCfnDomain.RSessionAppSettingsProperty
A collection of settings that configure user interaction with theRStudioServerPro
app.A builder forCfnDomain.RStudioServerProAppSettingsProperty
An implementation forCfnDomain.RStudioServerProAppSettingsProperty
A collection of settings that configure theRStudioServerPro
Domain-level app.A builder forCfnDomain.RStudioServerProDomainSettingsProperty
An implementation forCfnDomain.RStudioServerProDomainSettingsProperty
Specifies options when sharing an Amazon SageMaker Studio notebook.A builder forCfnDomain.SharingSettingsProperty
An implementation forCfnDomain.SharingSettingsProperty
A collection of settings that apply to users of Amazon SageMaker Studio.A builder forCfnDomain.UserSettingsProperty
An implementation forCfnDomain.UserSettingsProperty
Properties for defining aCfnDomain
.A builder forCfnDomainProps
An implementation forCfnDomainProps
A CloudFormationAWS::SageMaker::Endpoint
.An Amazon CloudWatch alarm configured to monitor metrics on an endpoint.A builder forCfnEndpoint.AlarmProperty
An implementation forCfnEndpoint.AlarmProperty
Automatic rollback configuration for handling endpoint deployment failures and recovery.A builder forCfnEndpoint.AutoRollbackConfigProperty
An implementation forCfnEndpoint.AutoRollbackConfigProperty
Update policy for a blue/green deployment.A builder forCfnEndpoint.BlueGreenUpdatePolicyProperty
An implementation forCfnEndpoint.BlueGreenUpdatePolicyProperty
A fluent builder forCfnEndpoint
.Specifies the endpoint capacity to activate for production.A builder forCfnEndpoint.CapacitySizeProperty
An implementation forCfnEndpoint.CapacitySizeProperty
The deployment configuration for an endpoint, which contains the desired deployment strategy and rollback configurations.A builder forCfnEndpoint.DeploymentConfigProperty
An implementation forCfnEndpoint.DeploymentConfigProperty
Defines the traffic routing strategy during an endpoint deployment to shift traffic from the old fleet to the new fleet.A builder forCfnEndpoint.TrafficRoutingConfigProperty
An implementation forCfnEndpoint.TrafficRoutingConfigProperty
Specifies a production variant property type for an Endpoint.A builder forCfnEndpoint.VariantPropertyProperty
An implementation forCfnEndpoint.VariantPropertyProperty
A CloudFormationAWS::SageMaker::EndpointConfig
.Configures the behavior of the client used by SageMaker to interact with the model container during asynchronous inference.A builder forCfnEndpointConfig.AsyncInferenceClientConfigProperty
An implementation forCfnEndpointConfig.AsyncInferenceClientConfigProperty
Specifies configuration for how an endpoint performs asynchronous inference.A builder forCfnEndpointConfig.AsyncInferenceConfigProperty
An implementation forCfnEndpointConfig.AsyncInferenceConfigProperty
Specifies the configuration for notifications of inference results for asynchronous inference.An implementation forCfnEndpointConfig.AsyncInferenceNotificationConfigProperty
Specifies the configuration for asynchronous inference invocation outputs.A builder forCfnEndpointConfig.AsyncInferenceOutputConfigProperty
An implementation forCfnEndpointConfig.AsyncInferenceOutputConfigProperty
A fluent builder forCfnEndpointConfig
.Specifies the JSON and CSV content types of the data that the endpoint captures.A builder forCfnEndpointConfig.CaptureContentTypeHeaderProperty
An implementation forCfnEndpointConfig.CaptureContentTypeHeaderProperty
Specifies whether the endpoint captures input data or output data.A builder forCfnEndpointConfig.CaptureOptionProperty
An implementation forCfnEndpointConfig.CaptureOptionProperty
Example:A builder forCfnEndpointConfig.ClarifyExplainerConfigProperty
An implementation forCfnEndpointConfig.ClarifyExplainerConfigProperty
Example:A builder forCfnEndpointConfig.ClarifyInferenceConfigProperty
An implementation forCfnEndpointConfig.ClarifyInferenceConfigProperty
Example:A builder forCfnEndpointConfig.ClarifyShapBaselineConfigProperty
An implementation forCfnEndpointConfig.ClarifyShapBaselineConfigProperty
Example:A builder forCfnEndpointConfig.ClarifyShapConfigProperty
An implementation forCfnEndpointConfig.ClarifyShapConfigProperty
Example:A builder forCfnEndpointConfig.ClarifyTextConfigProperty
An implementation forCfnEndpointConfig.ClarifyTextConfigProperty
Specifies the configuration of your endpoint for model monitor data capture.A builder forCfnEndpointConfig.DataCaptureConfigProperty
An implementation forCfnEndpointConfig.DataCaptureConfigProperty
Example:A builder forCfnEndpointConfig.ExplainerConfigProperty
An implementation forCfnEndpointConfig.ExplainerConfigProperty
Specifies a model that you want to host and the resources to deploy for hosting it.A builder forCfnEndpointConfig.ProductionVariantProperty
An implementation forCfnEndpointConfig.ProductionVariantProperty
Specifies the serverless configuration for an endpoint variant.A builder forCfnEndpointConfig.ServerlessConfigProperty
An implementation forCfnEndpointConfig.ServerlessConfigProperty
Properties for defining aCfnEndpointConfig
.A builder forCfnEndpointConfigProps
An implementation forCfnEndpointConfigProps
Properties for defining aCfnEndpoint
.A builder forCfnEndpointProps
An implementation forCfnEndpointProps
A CloudFormationAWS::SageMaker::FeatureGroup
.A fluent builder forCfnFeatureGroup
.The meta data of the Glue table which serves as data catalog for theOfflineStore
.A builder forCfnFeatureGroup.DataCatalogConfigProperty
An implementation forCfnFeatureGroup.DataCatalogConfigProperty
A list of features.A builder forCfnFeatureGroup.FeatureDefinitionProperty
An implementation forCfnFeatureGroup.FeatureDefinitionProperty
The configuration of anOfflineStore
.A builder forCfnFeatureGroup.OfflineStoreConfigProperty
An implementation forCfnFeatureGroup.OfflineStoreConfigProperty
Use this to specify the AWS Key Management Service (KMS) Key ID, orKMSKeyId
, for at rest data encryption.A builder forCfnFeatureGroup.OnlineStoreConfigProperty
An implementation forCfnFeatureGroup.OnlineStoreConfigProperty
The security configuration forOnlineStore
.A builder forCfnFeatureGroup.OnlineStoreSecurityConfigProperty
An implementation forCfnFeatureGroup.OnlineStoreSecurityConfigProperty
The Amazon Simple Storage (Amazon S3) location and and security configuration forOfflineStore
.A builder forCfnFeatureGroup.S3StorageConfigProperty
An implementation forCfnFeatureGroup.S3StorageConfigProperty
Properties for defining aCfnFeatureGroup
.A builder forCfnFeatureGroupProps
An implementation forCfnFeatureGroupProps
A CloudFormationAWS::SageMaker::Image
.A fluent builder forCfnImage
.Properties for defining aCfnImage
.A builder forCfnImageProps
An implementation forCfnImageProps
A CloudFormationAWS::SageMaker::ImageVersion
.A fluent builder forCfnImageVersion
.Properties for defining aCfnImageVersion
.A builder forCfnImageVersionProps
An implementation forCfnImageVersionProps
A CloudFormationAWS::SageMaker::InferenceExperiment
.A fluent builder forCfnInferenceExperiment
.Configuration specifying how to treat different headers.A builder forCfnInferenceExperiment.CaptureContentTypeHeaderProperty
An implementation forCfnInferenceExperiment.CaptureContentTypeHeaderProperty
The Amazon S3 location and configuration for storing inference request and response data.A builder forCfnInferenceExperiment.DataStorageConfigProperty
An implementation forCfnInferenceExperiment.DataStorageConfigProperty
The metadata of the endpoint.A builder forCfnInferenceExperiment.EndpointMetadataProperty
An implementation forCfnInferenceExperiment.EndpointMetadataProperty
The start and end times of an inference experiment.An implementation forCfnInferenceExperiment.InferenceExperimentScheduleProperty
The configuration for the infrastructure that the model will be deployed to.A builder forCfnInferenceExperiment.ModelInfrastructureConfigProperty
An implementation forCfnInferenceExperiment.ModelInfrastructureConfigProperty
Contains information about the deployment options of a model.A builder forCfnInferenceExperiment.ModelVariantConfigProperty
An implementation forCfnInferenceExperiment.ModelVariantConfigProperty
The infrastructure configuration for deploying the model to a real-time inference endpoint.A builder forCfnInferenceExperiment.RealTimeInferenceConfigProperty
An implementation forCfnInferenceExperiment.RealTimeInferenceConfigProperty
The configuration ofShadowMode
inference experiment type, which specifies a production variant to take all the inference requests, and a shadow variant to which Amazon SageMaker replicates a percentage of the inference requests.A builder forCfnInferenceExperiment.ShadowModeConfigProperty
An implementation forCfnInferenceExperiment.ShadowModeConfigProperty
The name and sampling percentage of a shadow variant.A builder forCfnInferenceExperiment.ShadowModelVariantConfigProperty
An implementation forCfnInferenceExperiment.ShadowModelVariantConfigProperty
Properties for defining aCfnInferenceExperiment
.A builder forCfnInferenceExperimentProps
An implementation forCfnInferenceExperimentProps
A CloudFormationAWS::SageMaker::Model
.A fluent builder forCfnModel
.Describes the container, as part of model definition.A builder forCfnModel.ContainerDefinitionProperty
An implementation forCfnModel.ContainerDefinitionProperty
Specifies whether the model container is in Amazon ECR or a private Docker registry accessible from your Amazon Virtual Private Cloud (VPC).A builder forCfnModel.ImageConfigProperty
An implementation forCfnModel.ImageConfigProperty
Specifies details about how containers in a multi-container endpoint are run.A builder forCfnModel.InferenceExecutionConfigProperty
An implementation forCfnModel.InferenceExecutionConfigProperty
Specifies additional configuration for hosting multi-model endpoints.A builder forCfnModel.MultiModelConfigProperty
An implementation forCfnModel.MultiModelConfigProperty
Specifies an authentication configuration for the private docker registry where your model image is hosted.A builder forCfnModel.RepositoryAuthConfigProperty
An implementation forCfnModel.RepositoryAuthConfigProperty
Specifies a VPC that your training jobs and hosted models have access to.A builder forCfnModel.VpcConfigProperty
An implementation forCfnModel.VpcConfigProperty
A CloudFormationAWS::SageMaker::ModelBiasJobDefinition
.Example:A builder forCfnModelBiasJobDefinition.BatchTransformInputProperty
An implementation forCfnModelBiasJobDefinition.BatchTransformInputProperty
A fluent builder forCfnModelBiasJobDefinition
.The configuration for the cluster resources used to run the processing job.A builder forCfnModelBiasJobDefinition.ClusterConfigProperty
An implementation forCfnModelBiasJobDefinition.ClusterConfigProperty
The constraints resource for a monitoring job.A builder forCfnModelBiasJobDefinition.ConstraintsResourceProperty
An implementation forCfnModelBiasJobDefinition.ConstraintsResourceProperty
Example:A builder forCfnModelBiasJobDefinition.CsvProperty
An implementation forCfnModelBiasJobDefinition.CsvProperty
Example:A builder forCfnModelBiasJobDefinition.DatasetFormatProperty
An implementation forCfnModelBiasJobDefinition.DatasetFormatProperty
Input object for the endpoint.A builder forCfnModelBiasJobDefinition.EndpointInputProperty
An implementation forCfnModelBiasJobDefinition.EndpointInputProperty
Example:A builder forCfnModelBiasJobDefinition.JsonProperty
An implementation forCfnModelBiasJobDefinition.JsonProperty
Docker container image configuration object for the model bias job.An implementation forCfnModelBiasJobDefinition.ModelBiasAppSpecificationProperty
The configuration for a baseline model bias job.An implementation forCfnModelBiasJobDefinition.ModelBiasBaselineConfigProperty
Inputs for the model bias job.A builder forCfnModelBiasJobDefinition.ModelBiasJobInputProperty
An implementation forCfnModelBiasJobDefinition.ModelBiasJobInputProperty
The ground truth labels for the dataset used for the monitoring job.An implementation forCfnModelBiasJobDefinition.MonitoringGroundTruthS3InputProperty
The output configuration for monitoring jobs.A builder forCfnModelBiasJobDefinition.MonitoringOutputConfigProperty
An implementation forCfnModelBiasJobDefinition.MonitoringOutputConfigProperty
The output object for a monitoring job.A builder forCfnModelBiasJobDefinition.MonitoringOutputProperty
An implementation forCfnModelBiasJobDefinition.MonitoringOutputProperty
Identifies the resources to deploy for a monitoring job.A builder forCfnModelBiasJobDefinition.MonitoringResourcesProperty
An implementation forCfnModelBiasJobDefinition.MonitoringResourcesProperty
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.A builder forCfnModelBiasJobDefinition.NetworkConfigProperty
An implementation forCfnModelBiasJobDefinition.NetworkConfigProperty
The Amazon S3 storage location where the results of a monitoring job are saved.A builder forCfnModelBiasJobDefinition.S3OutputProperty
An implementation forCfnModelBiasJobDefinition.S3OutputProperty
Specifies a limit to how long a model training job or model compilation job can run.A builder forCfnModelBiasJobDefinition.StoppingConditionProperty
An implementation forCfnModelBiasJobDefinition.StoppingConditionProperty
Specifies a VPC that your training jobs and hosted models have access to.A builder forCfnModelBiasJobDefinition.VpcConfigProperty
An implementation forCfnModelBiasJobDefinition.VpcConfigProperty
Properties for defining aCfnModelBiasJobDefinition
.A builder forCfnModelBiasJobDefinitionProps
An implementation forCfnModelBiasJobDefinitionProps
A CloudFormationAWS::SageMaker::ModelCard
.Additional information about the model.A builder forCfnModelCard.AdditionalInformationProperty
An implementation forCfnModelCard.AdditionalInformationProperty
A fluent builder forCfnModelCard
.Information about how the model supports business goals.A builder forCfnModelCard.BusinessDetailsProperty
An implementation forCfnModelCard.BusinessDetailsProperty
Example:A builder forCfnModelCard.ContainerProperty
An implementation forCfnModelCard.ContainerProperty
The content of the model card.A builder forCfnModelCard.ContentProperty
An implementation forCfnModelCard.ContentProperty
The evaluation details of the model.A builder forCfnModelCard.EvaluationDetailProperty
An implementation forCfnModelCard.EvaluationDetailProperty
Function details.A builder forCfnModelCard.FunctionProperty
An implementation forCfnModelCard.FunctionProperty
An overview of a model's inference environment.A builder forCfnModelCard.InferenceEnvironmentProperty
An implementation forCfnModelCard.InferenceEnvironmentProperty
Example:A builder forCfnModelCard.InferenceSpecificationProperty
An implementation forCfnModelCard.InferenceSpecificationProperty
The intended uses of a model.A builder forCfnModelCard.IntendedUsesProperty
An implementation forCfnModelCard.IntendedUsesProperty
Metric data.A builder forCfnModelCard.MetricDataItemsProperty
An implementation forCfnModelCard.MetricDataItemsProperty
A group of metric data that you use to initialize a metric group object.A builder forCfnModelCard.MetricGroupProperty
An implementation forCfnModelCard.MetricGroupProperty
An overview about the model.A builder forCfnModelCard.ModelOverviewProperty
An implementation forCfnModelCard.ModelOverviewProperty
Example:A builder forCfnModelCard.ModelPackageCreatorProperty
An implementation forCfnModelCard.ModelPackageCreatorProperty
Example:A builder forCfnModelCard.ModelPackageDetailsProperty
An implementation forCfnModelCard.ModelPackageDetailsProperty
The function that is optimized during model training.A builder forCfnModelCard.ObjectiveFunctionProperty
An implementation forCfnModelCard.ObjectiveFunctionProperty
The security configuration used to protect model card data.A builder forCfnModelCard.SecurityConfigProperty
An implementation forCfnModelCard.SecurityConfigProperty
Example:A builder forCfnModelCard.SourceAlgorithmProperty
An implementation forCfnModelCard.SourceAlgorithmProperty
The training details of the model.A builder forCfnModelCard.TrainingDetailsProperty
An implementation forCfnModelCard.TrainingDetailsProperty
SageMaker training image.A builder forCfnModelCard.TrainingEnvironmentProperty
An implementation forCfnModelCard.TrainingEnvironmentProperty
A hyper parameter that was configured in training the model.A builder forCfnModelCard.TrainingHyperParameterProperty
An implementation forCfnModelCard.TrainingHyperParameterProperty
The overview of a training job.A builder forCfnModelCard.TrainingJobDetailsProperty
An implementation forCfnModelCard.TrainingJobDetailsProperty
A result from a SageMaker training job.A builder forCfnModelCard.TrainingMetricProperty
An implementation forCfnModelCard.TrainingMetricProperty
Information about the user who created or modified an experiment, trial, trial component, lineage group, project, or model card.A builder forCfnModelCard.UserContextProperty
An implementation forCfnModelCard.UserContextProperty
Properties for defining aCfnModelCard
.A builder forCfnModelCardProps
An implementation forCfnModelCardProps
A CloudFormationAWS::SageMaker::ModelExplainabilityJobDefinition
.Example:An implementation forCfnModelExplainabilityJobDefinition.BatchTransformInputProperty
A fluent builder forCfnModelExplainabilityJobDefinition
.The configuration for the cluster resources used to run the processing job.An implementation forCfnModelExplainabilityJobDefinition.ClusterConfigProperty
Input object for the endpoint.An implementation forCfnModelExplainabilityJobDefinition.ConstraintsResourceProperty
Example:A builder forCfnModelExplainabilityJobDefinition.CsvProperty
An implementation forCfnModelExplainabilityJobDefinition.CsvProperty
Example:An implementation forCfnModelExplainabilityJobDefinition.DatasetFormatProperty
Input object for the endpoint.An implementation forCfnModelExplainabilityJobDefinition.EndpointInputProperty
Example:A builder forCfnModelExplainabilityJobDefinition.JsonProperty
An implementation forCfnModelExplainabilityJobDefinition.JsonProperty
Docker container image configuration object for the model explainability job.An implementation forCfnModelExplainabilityJobDefinition.ModelExplainabilityAppSpecificationProperty
The configuration for a baseline model explainability job.An implementation forCfnModelExplainabilityJobDefinition.ModelExplainabilityBaselineConfigProperty
Inputs for the model explainability job.An implementation forCfnModelExplainabilityJobDefinition.ModelExplainabilityJobInputProperty
The output configuration for monitoring jobs.An implementation forCfnModelExplainabilityJobDefinition.MonitoringOutputConfigProperty
The output object for a monitoring job.An implementation forCfnModelExplainabilityJobDefinition.MonitoringOutputProperty
Identifies the resources to deploy for a monitoring job.An implementation forCfnModelExplainabilityJobDefinition.MonitoringResourcesProperty
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.An implementation forCfnModelExplainabilityJobDefinition.NetworkConfigProperty
The Amazon S3 storage location where the results of a monitoring job are saved.A builder forCfnModelExplainabilityJobDefinition.S3OutputProperty
An implementation forCfnModelExplainabilityJobDefinition.S3OutputProperty
Specifies a limit to how long a model training job or model compilation job can run.An implementation forCfnModelExplainabilityJobDefinition.StoppingConditionProperty
Specifies a VPC that your training jobs and hosted models have access to.A builder forCfnModelExplainabilityJobDefinition.VpcConfigProperty
An implementation forCfnModelExplainabilityJobDefinition.VpcConfigProperty
Properties for defining aCfnModelExplainabilityJobDefinition
.A builder forCfnModelExplainabilityJobDefinitionProps
An implementation forCfnModelExplainabilityJobDefinitionProps
A CloudFormationAWS::SageMaker::ModelPackage
.A structure of additional Inference Specification.An implementation forCfnModelPackage.AdditionalInferenceSpecificationDefinitionProperty
Contains bias metrics for a model.A builder forCfnModelPackage.BiasProperty
An implementation forCfnModelPackage.BiasProperty
A fluent builder forCfnModelPackage
.Describes the location of the channel data.A builder forCfnModelPackage.DataSourceProperty
An implementation forCfnModelPackage.DataSourceProperty
Represents the drift check baselines that can be used when the model monitor is set using the model package.A builder forCfnModelPackage.DriftCheckBaselinesProperty
An implementation forCfnModelPackage.DriftCheckBaselinesProperty
Represents the drift check bias baselines that can be used when the model monitor is set using the model package.A builder forCfnModelPackage.DriftCheckBiasProperty
An implementation forCfnModelPackage.DriftCheckBiasProperty
Represents the drift check explainability baselines that can be used when the model monitor is set using the model package.A builder forCfnModelPackage.DriftCheckExplainabilityProperty
An implementation forCfnModelPackage.DriftCheckExplainabilityProperty
Represents the drift check data quality baselines that can be used when the model monitor is set using the model package.A builder forCfnModelPackage.DriftCheckModelDataQualityProperty
An implementation forCfnModelPackage.DriftCheckModelDataQualityProperty
Represents the drift check model quality baselines that can be used when the model monitor is set using the model package.A builder forCfnModelPackage.DriftCheckModelQualityProperty
An implementation forCfnModelPackage.DriftCheckModelQualityProperty
Contains explainability metrics for a model.A builder forCfnModelPackage.ExplainabilityProperty
An implementation forCfnModelPackage.ExplainabilityProperty
Contains details regarding the file source.A builder forCfnModelPackage.FileSourceProperty
An implementation forCfnModelPackage.FileSourceProperty
Defines how to perform inference generation after a training job is run.A builder forCfnModelPackage.InferenceSpecificationProperty
An implementation forCfnModelPackage.InferenceSpecificationProperty
Metadata properties of the tracking entity, trial, or trial component.A builder forCfnModelPackage.MetadataPropertiesProperty
An implementation forCfnModelPackage.MetadataPropertiesProperty
Details about the metrics source.A builder forCfnModelPackage.MetricsSourceProperty
An implementation forCfnModelPackage.MetricsSourceProperty
Data quality constraints and statistics for a model.A builder forCfnModelPackage.ModelDataQualityProperty
An implementation forCfnModelPackage.ModelDataQualityProperty
Input object for the model.A builder forCfnModelPackage.ModelInputProperty
An implementation forCfnModelPackage.ModelInputProperty
Contains metrics captured from a model.A builder forCfnModelPackage.ModelMetricsProperty
An implementation forCfnModelPackage.ModelMetricsProperty
Describes the Docker container for the model package.A builder forCfnModelPackage.ModelPackageContainerDefinitionProperty
An implementation forCfnModelPackage.ModelPackageContainerDefinitionProperty
Specifies the validation and image scan statuses of the model package.A builder forCfnModelPackage.ModelPackageStatusDetailsProperty
An implementation forCfnModelPackage.ModelPackageStatusDetailsProperty
Represents the overall status of a model package.A builder forCfnModelPackage.ModelPackageStatusItemProperty
An implementation forCfnModelPackage.ModelPackageStatusItemProperty
Model quality statistics and constraints.A builder forCfnModelPackage.ModelQualityProperty
An implementation forCfnModelPackage.ModelQualityProperty
Describes the S3 data source.A builder forCfnModelPackage.S3DataSourceProperty
An implementation forCfnModelPackage.S3DataSourceProperty
Specifies an algorithm that was used to create the model package.A builder forCfnModelPackage.SourceAlgorithmProperty
An implementation forCfnModelPackage.SourceAlgorithmProperty
A list of algorithms that were used to create a model package.A builder forCfnModelPackage.SourceAlgorithmSpecificationProperty
An implementation forCfnModelPackage.SourceAlgorithmSpecificationProperty
Describes the input source of a transform job and the way the transform job consumes it.A builder forCfnModelPackage.TransformInputProperty
An implementation forCfnModelPackage.TransformInputProperty
Defines the input needed to run a transform job using the inference specification specified in the algorithm.A builder forCfnModelPackage.TransformJobDefinitionProperty
An implementation forCfnModelPackage.TransformJobDefinitionProperty
Describes the results of a transform job.A builder forCfnModelPackage.TransformOutputProperty
An implementation forCfnModelPackage.TransformOutputProperty
Describes the resources, including ML instance types and ML instance count, to use for transform job.A builder forCfnModelPackage.TransformResourcesProperty
An implementation forCfnModelPackage.TransformResourcesProperty
Information about the user who created or modified an experiment, trial, trial component, lineage group, project, or model card.A builder forCfnModelPackage.UserContextProperty
An implementation forCfnModelPackage.UserContextProperty
Contains data, such as the inputs and targeted instance types that are used in the process of validating the model package.A builder forCfnModelPackage.ValidationProfileProperty
An implementation forCfnModelPackage.ValidationProfileProperty
Specifies batch transform jobs that SageMaker runs to validate your model package.A builder forCfnModelPackage.ValidationSpecificationProperty
An implementation forCfnModelPackage.ValidationSpecificationProperty
A CloudFormationAWS::SageMaker::ModelPackageGroup
.A fluent builder forCfnModelPackageGroup
.Properties for defining aCfnModelPackageGroup
.A builder forCfnModelPackageGroupProps
An implementation forCfnModelPackageGroupProps
Properties for defining aCfnModelPackage
.A builder forCfnModelPackageProps
An implementation forCfnModelPackageProps
Properties for defining aCfnModel
.A builder forCfnModelProps
An implementation forCfnModelProps
A CloudFormationAWS::SageMaker::ModelQualityJobDefinition
.Example:A builder forCfnModelQualityJobDefinition.BatchTransformInputProperty
An implementation forCfnModelQualityJobDefinition.BatchTransformInputProperty
A fluent builder forCfnModelQualityJobDefinition
.The configuration for the cluster of resources used to run the processing job.A builder forCfnModelQualityJobDefinition.ClusterConfigProperty
An implementation forCfnModelQualityJobDefinition.ClusterConfigProperty
The constraints resource for a monitoring job.A builder forCfnModelQualityJobDefinition.ConstraintsResourceProperty
An implementation forCfnModelQualityJobDefinition.ConstraintsResourceProperty
Example:A builder forCfnModelQualityJobDefinition.CsvProperty
An implementation forCfnModelQualityJobDefinition.CsvProperty
Example:A builder forCfnModelQualityJobDefinition.DatasetFormatProperty
An implementation forCfnModelQualityJobDefinition.DatasetFormatProperty
Input object for the endpoint.A builder forCfnModelQualityJobDefinition.EndpointInputProperty
An implementation forCfnModelQualityJobDefinition.EndpointInputProperty
Example:A builder forCfnModelQualityJobDefinition.JsonProperty
An implementation forCfnModelQualityJobDefinition.JsonProperty
Container image configuration object for the monitoring job.An implementation forCfnModelQualityJobDefinition.ModelQualityAppSpecificationProperty
Configuration for monitoring constraints and monitoring statistics.An implementation forCfnModelQualityJobDefinition.ModelQualityBaselineConfigProperty
The input for the model quality monitoring job.An implementation forCfnModelQualityJobDefinition.ModelQualityJobInputProperty
The ground truth labels for the dataset used for the monitoring job.An implementation forCfnModelQualityJobDefinition.MonitoringGroundTruthS3InputProperty
The output configuration for monitoring jobs.An implementation forCfnModelQualityJobDefinition.MonitoringOutputConfigProperty
The output object for a monitoring job.A builder forCfnModelQualityJobDefinition.MonitoringOutputProperty
An implementation forCfnModelQualityJobDefinition.MonitoringOutputProperty
Identifies the resources to deploy for a monitoring job.A builder forCfnModelQualityJobDefinition.MonitoringResourcesProperty
An implementation forCfnModelQualityJobDefinition.MonitoringResourcesProperty
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.A builder forCfnModelQualityJobDefinition.NetworkConfigProperty
An implementation forCfnModelQualityJobDefinition.NetworkConfigProperty
The Amazon S3 storage location where the results of a monitoring job are saved.A builder forCfnModelQualityJobDefinition.S3OutputProperty
An implementation forCfnModelQualityJobDefinition.S3OutputProperty
Specifies a limit to how long a model training job or model compilation job can run.A builder forCfnModelQualityJobDefinition.StoppingConditionProperty
An implementation forCfnModelQualityJobDefinition.StoppingConditionProperty
Specifies a VPC that your training jobs and hosted models have access to.A builder forCfnModelQualityJobDefinition.VpcConfigProperty
An implementation forCfnModelQualityJobDefinition.VpcConfigProperty
Properties for defining aCfnModelQualityJobDefinition
.A builder forCfnModelQualityJobDefinitionProps
An implementation forCfnModelQualityJobDefinitionProps
A CloudFormationAWS::SageMaker::MonitoringSchedule
.Baseline configuration used to validate that the data conforms to the specified constraints and statistics.A builder forCfnMonitoringSchedule.BaselineConfigProperty
An implementation forCfnMonitoringSchedule.BaselineConfigProperty
Example:A builder forCfnMonitoringSchedule.BatchTransformInputProperty
An implementation forCfnMonitoringSchedule.BatchTransformInputProperty
A fluent builder forCfnMonitoringSchedule
.Configuration for the cluster used to run model monitoring jobs.A builder forCfnMonitoringSchedule.ClusterConfigProperty
An implementation forCfnMonitoringSchedule.ClusterConfigProperty
The Amazon S3 URI for the constraints resource.A builder forCfnMonitoringSchedule.ConstraintsResourceProperty
An implementation forCfnMonitoringSchedule.ConstraintsResourceProperty
Example:A builder forCfnMonitoringSchedule.CsvProperty
An implementation forCfnMonitoringSchedule.CsvProperty
Example:A builder forCfnMonitoringSchedule.DatasetFormatProperty
An implementation forCfnMonitoringSchedule.DatasetFormatProperty
Input object for the endpoint.A builder forCfnMonitoringSchedule.EndpointInputProperty
An implementation forCfnMonitoringSchedule.EndpointInputProperty
Example:A builder forCfnMonitoringSchedule.JsonProperty
An implementation forCfnMonitoringSchedule.JsonProperty
Container image configuration object for the monitoring job.A builder forCfnMonitoringSchedule.MonitoringAppSpecificationProperty
An implementation forCfnMonitoringSchedule.MonitoringAppSpecificationProperty
Summary of information about the last monitoring job to run.A builder forCfnMonitoringSchedule.MonitoringExecutionSummaryProperty
An implementation forCfnMonitoringSchedule.MonitoringExecutionSummaryProperty
The inputs for a monitoring job.A builder forCfnMonitoringSchedule.MonitoringInputProperty
An implementation forCfnMonitoringSchedule.MonitoringInputProperty
Defines the monitoring job.A builder forCfnMonitoringSchedule.MonitoringJobDefinitionProperty
An implementation forCfnMonitoringSchedule.MonitoringJobDefinitionProperty
The output configuration for monitoring jobs.A builder forCfnMonitoringSchedule.MonitoringOutputConfigProperty
An implementation forCfnMonitoringSchedule.MonitoringOutputConfigProperty
The output object for a monitoring job.A builder forCfnMonitoringSchedule.MonitoringOutputProperty
An implementation forCfnMonitoringSchedule.MonitoringOutputProperty
Identifies the resources to deploy for a monitoring job.A builder forCfnMonitoringSchedule.MonitoringResourcesProperty
An implementation forCfnMonitoringSchedule.MonitoringResourcesProperty
Configures the monitoring schedule and defines the monitoring job.A builder forCfnMonitoringSchedule.MonitoringScheduleConfigProperty
An implementation forCfnMonitoringSchedule.MonitoringScheduleConfigProperty
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.A builder forCfnMonitoringSchedule.NetworkConfigProperty
An implementation forCfnMonitoringSchedule.NetworkConfigProperty
Information about where and how you want to store the results of a monitoring job.A builder forCfnMonitoringSchedule.S3OutputProperty
An implementation forCfnMonitoringSchedule.S3OutputProperty
Configuration details about the monitoring schedule.A builder forCfnMonitoringSchedule.ScheduleConfigProperty
An implementation forCfnMonitoringSchedule.ScheduleConfigProperty
The baseline statistics file in Amazon S3 that the current monitoring job should be validated against.A builder forCfnMonitoringSchedule.StatisticsResourceProperty
An implementation forCfnMonitoringSchedule.StatisticsResourceProperty
Specifies a limit to how long a model training job or model compilation job can run.A builder forCfnMonitoringSchedule.StoppingConditionProperty
An implementation forCfnMonitoringSchedule.StoppingConditionProperty
Specifies a VPC that your training jobs and hosted models have access to.A builder forCfnMonitoringSchedule.VpcConfigProperty
An implementation forCfnMonitoringSchedule.VpcConfigProperty
Properties for defining aCfnMonitoringSchedule
.A builder forCfnMonitoringScheduleProps
An implementation forCfnMonitoringScheduleProps
A CloudFormationAWS::SageMaker::NotebookInstance
.A fluent builder forCfnNotebookInstance
.Information on the IMDS configuration of the notebook instance.An implementation forCfnNotebookInstance.InstanceMetadataServiceConfigurationProperty
A CloudFormationAWS::SageMaker::NotebookInstanceLifecycleConfig
.A fluent builder forCfnNotebookInstanceLifecycleConfig
.Specifies the notebook instance lifecycle configuration script.An implementation forCfnNotebookInstanceLifecycleConfig.NotebookInstanceLifecycleHookProperty
Properties for defining aCfnNotebookInstanceLifecycleConfig
.A builder forCfnNotebookInstanceLifecycleConfigProps
An implementation forCfnNotebookInstanceLifecycleConfigProps
Properties for defining aCfnNotebookInstance
.A builder forCfnNotebookInstanceProps
An implementation forCfnNotebookInstanceProps
A CloudFormationAWS::SageMaker::Pipeline
.A fluent builder forCfnPipeline
.Configuration that controls the parallelism of the pipeline.A builder forCfnPipeline.ParallelismConfigurationProperty
An implementation forCfnPipeline.ParallelismConfigurationProperty
Example:A builder forCfnPipeline.PipelineDefinitionProperty
An implementation forCfnPipeline.PipelineDefinitionProperty
Example:A builder forCfnPipeline.S3LocationProperty
An implementation forCfnPipeline.S3LocationProperty
Properties for defining aCfnPipeline
.A builder forCfnPipelineProps
An implementation forCfnPipelineProps
A CloudFormationAWS::SageMaker::Project
.A fluent builder forCfnProject
.A key value pair used when you provision a project as a service catalog product.A builder forCfnProject.ProvisioningParameterProperty
An implementation forCfnProject.ProvisioningParameterProperty
Details of a provisioned service catalog product.An implementation forCfnProject.ServiceCatalogProvisionedProductDetailsProperty
Details that you specify to provision a service catalog product.A builder forCfnProject.ServiceCatalogProvisioningDetailsProperty
An implementation forCfnProject.ServiceCatalogProvisioningDetailsProperty
Properties for defining aCfnProject
.A builder forCfnProjectProps
An implementation forCfnProjectProps
A CloudFormationAWS::SageMaker::Space
.A fluent builder forCfnSpace
.A custom SageMaker image.A builder forCfnSpace.CustomImageProperty
An implementation forCfnSpace.CustomImageProperty
The JupyterServer app settings.A builder forCfnSpace.JupyterServerAppSettingsProperty
An implementation forCfnSpace.JupyterServerAppSettingsProperty
The KernelGateway app settings.A builder forCfnSpace.KernelGatewayAppSettingsProperty
An implementation forCfnSpace.KernelGatewayAppSettingsProperty
Specifies the ARN's of a SageMaker image and SageMaker image version, and the instance type that the version runs on.A builder forCfnSpace.ResourceSpecProperty
An implementation forCfnSpace.ResourceSpecProperty
A collection of space settings.A builder forCfnSpace.SpaceSettingsProperty
An implementation forCfnSpace.SpaceSettingsProperty
Properties for defining aCfnSpace
.A builder forCfnSpaceProps
An implementation forCfnSpaceProps
A CloudFormationAWS::SageMaker::UserProfile
.A fluent builder forCfnUserProfile
.A custom SageMaker image.A builder forCfnUserProfile.CustomImageProperty
An implementation forCfnUserProfile.CustomImageProperty
The JupyterServer app settings.A builder forCfnUserProfile.JupyterServerAppSettingsProperty
An implementation forCfnUserProfile.JupyterServerAppSettingsProperty
The KernelGateway app settings.A builder forCfnUserProfile.KernelGatewayAppSettingsProperty
An implementation forCfnUserProfile.KernelGatewayAppSettingsProperty
Specifies the ARN's of a SageMaker image and SageMaker image version, and the instance type that the version runs on.A builder forCfnUserProfile.ResourceSpecProperty
An implementation forCfnUserProfile.ResourceSpecProperty
A collection of settings that configure user interaction with theRStudioServerPro
app.A builder forCfnUserProfile.RStudioServerProAppSettingsProperty
An implementation forCfnUserProfile.RStudioServerProAppSettingsProperty
Specifies options when sharing an Amazon SageMaker Studio notebook.A builder forCfnUserProfile.SharingSettingsProperty
An implementation forCfnUserProfile.SharingSettingsProperty
A collection of settings that apply to users of Amazon SageMaker Studio.A builder forCfnUserProfile.UserSettingsProperty
An implementation forCfnUserProfile.UserSettingsProperty
Properties for defining aCfnUserProfile
.A builder forCfnUserProfileProps
An implementation forCfnUserProfileProps
A CloudFormationAWS::SageMaker::Workteam
.A fluent builder forCfnWorkteam
.Identifies a Amazon Cognito user group.A builder forCfnWorkteam.CognitoMemberDefinitionProperty
An implementation forCfnWorkteam.CognitoMemberDefinitionProperty
Defines an Amazon Cognito or your own OIDC IdP user group that is part of a work team.A builder forCfnWorkteam.MemberDefinitionProperty
An implementation forCfnWorkteam.MemberDefinitionProperty
Configures Amazon SNS notifications of available or expiring work items for work teams.A builder forCfnWorkteam.NotificationConfigurationProperty
An implementation forCfnWorkteam.NotificationConfigurationProperty
A list of user groups that exist in your OIDC Identity Provider (IdP).A builder forCfnWorkteam.OidcMemberDefinitionProperty
An implementation forCfnWorkteam.OidcMemberDefinitionProperty
Properties for defining aCfnWorkteam
.A builder forCfnWorkteamProps
An implementation forCfnWorkteamProps