Package software.amazon.awscdk.services.sagemaker
@Stability(Experimental)
package software.amazon.awscdk.services.sagemaker
Amazon SageMaker Construct Library
---
All classes with the
Cfnprefix in this module (CFN Resources) are always stable and safe to use.
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.)
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ClassDescriptionA CloudFormation `AWS::SageMaker::App`.A fluent builder for
CfnApp.Specifies the ARN's of a SageMaker image and SageMaker image version, and the instance type that the version runs on.A builder forCfnApp.ResourceSpecPropertyAn implementation forCfnApp.ResourceSpecPropertyA CloudFormation `AWS::SageMaker::AppImageConfig`.A fluent builder forCfnAppImageConfig.The Amazon Elastic File System (EFS) storage configuration for a SageMaker image.A builder forCfnAppImageConfig.FileSystemConfigPropertyAn implementation forCfnAppImageConfig.FileSystemConfigPropertyThe configuration for the file system and kernels in a SageMaker image running as a KernelGateway app.A builder forCfnAppImageConfig.KernelGatewayImageConfigPropertyAn implementation forCfnAppImageConfig.KernelGatewayImageConfigPropertyThe specification of a Jupyter kernel.A builder forCfnAppImageConfig.KernelSpecPropertyAn implementation forCfnAppImageConfig.KernelSpecPropertyProperties for defining a `CfnAppImageConfig`.A builder forCfnAppImageConfigPropsAn implementation forCfnAppImageConfigPropsProperties for defining a `CfnApp`.A builder forCfnAppPropsAn implementation forCfnAppPropsA CloudFormation `AWS::SageMaker::CodeRepository`.A fluent builder forCfnCodeRepository.Specifies configuration details for a Git repository in your AWS account.A builder forCfnCodeRepository.GitConfigPropertyAn implementation forCfnCodeRepository.GitConfigPropertyProperties for defining a `CfnCodeRepository`.A builder forCfnCodeRepositoryPropsAn implementation forCfnCodeRepositoryPropsA CloudFormation `AWS::SageMaker::DataQualityJobDefinition`.Example:A builder forCfnDataQualityJobDefinition.BatchTransformInputPropertyAn implementation forCfnDataQualityJobDefinition.BatchTransformInputPropertyA fluent builder forCfnDataQualityJobDefinition.The configuration for the cluster of resources used to run the processing job.A builder forCfnDataQualityJobDefinition.ClusterConfigPropertyAn implementation forCfnDataQualityJobDefinition.ClusterConfigPropertyThe constraints resource for a monitoring job.A builder forCfnDataQualityJobDefinition.ConstraintsResourcePropertyAn implementation forCfnDataQualityJobDefinition.ConstraintsResourcePropertyExample:A builder forCfnDataQualityJobDefinition.CsvPropertyAn implementation forCfnDataQualityJobDefinition.CsvPropertyInformation about the container that a data quality monitoring job runs.An implementation forCfnDataQualityJobDefinition.DataQualityAppSpecificationPropertyConfiguration for monitoring constraints and monitoring statistics.An implementation forCfnDataQualityJobDefinition.DataQualityBaselineConfigPropertyThe input for the data quality monitoring job.A builder forCfnDataQualityJobDefinition.DataQualityJobInputPropertyAn implementation forCfnDataQualityJobDefinition.DataQualityJobInputPropertyExample:A builder forCfnDataQualityJobDefinition.DatasetFormatPropertyAn implementation forCfnDataQualityJobDefinition.DatasetFormatPropertyInput object for the endpoint.A builder forCfnDataQualityJobDefinition.EndpointInputPropertyAn implementation forCfnDataQualityJobDefinition.EndpointInputPropertyExample:A builder forCfnDataQualityJobDefinition.JsonPropertyAn implementation forCfnDataQualityJobDefinition.JsonPropertyThe output configuration for monitoring jobs.An implementation forCfnDataQualityJobDefinition.MonitoringOutputConfigPropertyThe output object for a monitoring job.A builder forCfnDataQualityJobDefinition.MonitoringOutputPropertyAn implementation forCfnDataQualityJobDefinition.MonitoringOutputPropertyIdentifies the resources to deploy for a monitoring job.A builder forCfnDataQualityJobDefinition.MonitoringResourcesPropertyAn implementation forCfnDataQualityJobDefinition.MonitoringResourcesPropertyNetworking 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.NetworkConfigPropertyAn implementation forCfnDataQualityJobDefinition.NetworkConfigPropertyThe Amazon S3 storage location where the results of a monitoring job are saved.A builder forCfnDataQualityJobDefinition.S3OutputPropertyAn implementation forCfnDataQualityJobDefinition.S3OutputPropertyThe statistics resource for a monitoring job.A builder forCfnDataQualityJobDefinition.StatisticsResourcePropertyAn implementation forCfnDataQualityJobDefinition.StatisticsResourcePropertySpecifies a limit to how long a model training job or model compilation job can run.A builder forCfnDataQualityJobDefinition.StoppingConditionPropertyAn implementation forCfnDataQualityJobDefinition.StoppingConditionPropertySpecifies a VPC that your training jobs and hosted models have access to.A builder forCfnDataQualityJobDefinition.VpcConfigPropertyAn implementation forCfnDataQualityJobDefinition.VpcConfigPropertyProperties for defining a `CfnDataQualityJobDefinition`.A builder forCfnDataQualityJobDefinitionPropsAn implementation forCfnDataQualityJobDefinitionPropsA CloudFormation `AWS::SageMaker::Device`.A fluent builder forCfnDevice.Information of a particular device.A builder forCfnDevice.DevicePropertyAn implementation forCfnDevice.DevicePropertyA CloudFormation `AWS::SageMaker::DeviceFleet`.A fluent builder forCfnDeviceFleet.The output configuration for storing sample data collected by the fleet.A builder forCfnDeviceFleet.EdgeOutputConfigPropertyAn implementation forCfnDeviceFleet.EdgeOutputConfigPropertyProperties for defining a `CfnDeviceFleet`.A builder forCfnDeviceFleetPropsAn implementation forCfnDeviceFleetPropsProperties for defining a `CfnDevice`.A builder forCfnDevicePropsAn implementation forCfnDevicePropsA CloudFormation `AWS::SageMaker::Domain`.A fluent builder forCfnDomain.A custom SageMaker image.A builder forCfnDomain.CustomImagePropertyAn implementation forCfnDomain.CustomImagePropertyA collection of settings that apply to spaces created in the Domain.A builder forCfnDomain.DefaultSpaceSettingsPropertyAn implementation forCfnDomain.DefaultSpaceSettingsPropertyA collection of settings that apply to the `SageMaker Domain` .A builder forCfnDomain.DomainSettingsPropertyAn implementation forCfnDomain.DomainSettingsPropertyThe JupyterServer app settings.A builder forCfnDomain.JupyterServerAppSettingsPropertyAn implementation forCfnDomain.JupyterServerAppSettingsPropertyThe KernelGateway app settings.A builder forCfnDomain.KernelGatewayAppSettingsPropertyAn implementation forCfnDomain.KernelGatewayAppSettingsPropertySpecifies the ARN's of a SageMaker image and SageMaker image version, and the instance type that the version runs on.A builder forCfnDomain.ResourceSpecPropertyAn implementation forCfnDomain.ResourceSpecPropertyA collection of settings that apply to an `RSessionGateway` app.A builder forCfnDomain.RSessionAppSettingsPropertyAn implementation forCfnDomain.RSessionAppSettingsPropertyA collection of settings that configure user interaction with the `RStudioServerPro` app.A builder forCfnDomain.RStudioServerProAppSettingsPropertyAn implementation forCfnDomain.RStudioServerProAppSettingsPropertyA collection of settings that configure the `RStudioServerPro` Domain-level app.A builder forCfnDomain.RStudioServerProDomainSettingsPropertyAn implementation forCfnDomain.RStudioServerProDomainSettingsPropertySpecifies options when sharing an Amazon SageMaker Studio notebook.A builder forCfnDomain.SharingSettingsPropertyAn implementation forCfnDomain.SharingSettingsPropertyA collection of settings that apply to users of Amazon SageMaker Studio.A builder forCfnDomain.UserSettingsPropertyAn implementation forCfnDomain.UserSettingsPropertyProperties for defining a `CfnDomain`.A builder forCfnDomainPropsAn implementation forCfnDomainPropsA CloudFormation `AWS::SageMaker::Endpoint`.An Amazon CloudWatch alarm configured to monitor metrics on an endpoint.A builder forCfnEndpoint.AlarmPropertyAn implementation forCfnEndpoint.AlarmPropertyAutomatic rollback configuration for handling endpoint deployment failures and recovery.A builder forCfnEndpoint.AutoRollbackConfigPropertyAn implementation forCfnEndpoint.AutoRollbackConfigPropertyUpdate policy for a blue/green deployment.A builder forCfnEndpoint.BlueGreenUpdatePolicyPropertyAn implementation forCfnEndpoint.BlueGreenUpdatePolicyPropertyA fluent builder forCfnEndpoint.Specifies the endpoint capacity to activate for production.A builder forCfnEndpoint.CapacitySizePropertyAn implementation forCfnEndpoint.CapacitySizePropertyThe deployment configuration for an endpoint, which contains the desired deployment strategy and rollback configurations.A builder forCfnEndpoint.DeploymentConfigPropertyAn implementation forCfnEndpoint.DeploymentConfigPropertyDefines the traffic routing strategy during an endpoint deployment to shift traffic from the old fleet to the new fleet.A builder forCfnEndpoint.TrafficRoutingConfigPropertyAn implementation forCfnEndpoint.TrafficRoutingConfigPropertySpecifies a production variant property type for an Endpoint.A builder forCfnEndpoint.VariantPropertyPropertyAn implementation forCfnEndpoint.VariantPropertyPropertyA CloudFormation `AWS::SageMaker::EndpointConfig`.Configures the behavior of the client used by SageMaker to interact with the model container during asynchronous inference.A builder forCfnEndpointConfig.AsyncInferenceClientConfigPropertyAn implementation forCfnEndpointConfig.AsyncInferenceClientConfigPropertySpecifies configuration for how an endpoint performs asynchronous inference.A builder forCfnEndpointConfig.AsyncInferenceConfigPropertyAn implementation forCfnEndpointConfig.AsyncInferenceConfigPropertySpecifies the configuration for notifications of inference results for asynchronous inference.An implementation forCfnEndpointConfig.AsyncInferenceNotificationConfigPropertySpecifies the configuration for asynchronous inference invocation outputs.A builder forCfnEndpointConfig.AsyncInferenceOutputConfigPropertyAn implementation forCfnEndpointConfig.AsyncInferenceOutputConfigPropertyA fluent builder forCfnEndpointConfig.Specifies the JSON and CSV content types of the data that the endpoint captures.A builder forCfnEndpointConfig.CaptureContentTypeHeaderPropertyAn implementation forCfnEndpointConfig.CaptureContentTypeHeaderPropertySpecifies whether the endpoint captures input data or output data.A builder forCfnEndpointConfig.CaptureOptionPropertyAn implementation forCfnEndpointConfig.CaptureOptionPropertyExample:A builder forCfnEndpointConfig.ClarifyExplainerConfigPropertyAn implementation forCfnEndpointConfig.ClarifyExplainerConfigPropertyExample:A builder forCfnEndpointConfig.ClarifyInferenceConfigPropertyAn implementation forCfnEndpointConfig.ClarifyInferenceConfigPropertyExample:A builder forCfnEndpointConfig.ClarifyShapBaselineConfigPropertyAn implementation forCfnEndpointConfig.ClarifyShapBaselineConfigPropertyExample:A builder forCfnEndpointConfig.ClarifyShapConfigPropertyAn implementation forCfnEndpointConfig.ClarifyShapConfigPropertyExample:A builder forCfnEndpointConfig.ClarifyTextConfigPropertyAn implementation forCfnEndpointConfig.ClarifyTextConfigPropertySpecifies the configuration of your endpoint for model monitor data capture.A builder forCfnEndpointConfig.DataCaptureConfigPropertyAn implementation forCfnEndpointConfig.DataCaptureConfigPropertyExample:A builder forCfnEndpointConfig.ExplainerConfigPropertyAn implementation forCfnEndpointConfig.ExplainerConfigPropertySpecifies a model that you want to host and the resources to deploy for hosting it.A builder forCfnEndpointConfig.ProductionVariantPropertyAn implementation forCfnEndpointConfig.ProductionVariantPropertySpecifies the serverless configuration for an endpoint variant.A builder forCfnEndpointConfig.ServerlessConfigPropertyAn implementation forCfnEndpointConfig.ServerlessConfigPropertyProperties for defining a `CfnEndpointConfig`.A builder forCfnEndpointConfigPropsAn implementation forCfnEndpointConfigPropsProperties for defining a `CfnEndpoint`.A builder forCfnEndpointPropsAn implementation forCfnEndpointPropsA CloudFormation `AWS::SageMaker::FeatureGroup`.A fluent builder forCfnFeatureGroup.The meta data of the Glue table which serves as data catalog for the `OfflineStore` .A builder forCfnFeatureGroup.DataCatalogConfigPropertyAn implementation forCfnFeatureGroup.DataCatalogConfigPropertyA list of features.A builder forCfnFeatureGroup.FeatureDefinitionPropertyAn implementation forCfnFeatureGroup.FeatureDefinitionPropertyThe configuration of an `OfflineStore` .A builder forCfnFeatureGroup.OfflineStoreConfigPropertyAn implementation forCfnFeatureGroup.OfflineStoreConfigPropertyUse this to specify the AWS Key Management Service (KMS) Key ID, or `KMSKeyId` , for at rest data encryption.A builder forCfnFeatureGroup.OnlineStoreConfigPropertyAn implementation forCfnFeatureGroup.OnlineStoreConfigPropertyThe security configuration for `OnlineStore` .A builder forCfnFeatureGroup.OnlineStoreSecurityConfigPropertyAn implementation forCfnFeatureGroup.OnlineStoreSecurityConfigPropertyThe Amazon Simple Storage (Amazon S3) location and and security configuration for `OfflineStore` .A builder forCfnFeatureGroup.S3StorageConfigPropertyAn implementation forCfnFeatureGroup.S3StorageConfigPropertyProperties for defining a `CfnFeatureGroup`.A builder forCfnFeatureGroupPropsAn implementation forCfnFeatureGroupPropsA CloudFormation `AWS::SageMaker::Image`.A fluent builder forCfnImage.Properties for defining a `CfnImage`.A builder forCfnImagePropsAn implementation forCfnImagePropsA CloudFormation `AWS::SageMaker::ImageVersion`.A fluent builder forCfnImageVersion.Properties for defining a `CfnImageVersion`.A builder forCfnImageVersionPropsAn implementation forCfnImageVersionPropsA CloudFormation `AWS::SageMaker::InferenceExperiment`.A fluent builder forCfnInferenceExperiment.Configuration specifying how to treat different headers.A builder forCfnInferenceExperiment.CaptureContentTypeHeaderPropertyAn implementation forCfnInferenceExperiment.CaptureContentTypeHeaderPropertyThe Amazon S3 location and configuration for storing inference request and response data.A builder forCfnInferenceExperiment.DataStorageConfigPropertyAn implementation forCfnInferenceExperiment.DataStorageConfigPropertyThe metadata of the endpoint.A builder forCfnInferenceExperiment.EndpointMetadataPropertyAn implementation forCfnInferenceExperiment.EndpointMetadataPropertyThe start and end times of an inference experiment.An implementation forCfnInferenceExperiment.InferenceExperimentSchedulePropertyThe configuration for the infrastructure that the model will be deployed to.A builder forCfnInferenceExperiment.ModelInfrastructureConfigPropertyAn implementation forCfnInferenceExperiment.ModelInfrastructureConfigPropertyContains information about the deployment options of a model.A builder forCfnInferenceExperiment.ModelVariantConfigPropertyAn implementation forCfnInferenceExperiment.ModelVariantConfigPropertyThe infrastructure configuration for deploying the model to a real-time inference endpoint.A builder forCfnInferenceExperiment.RealTimeInferenceConfigPropertyAn implementation forCfnInferenceExperiment.RealTimeInferenceConfigPropertyThe configuration of `ShadowMode` 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.ShadowModeConfigPropertyAn implementation forCfnInferenceExperiment.ShadowModeConfigPropertyThe name and sampling percentage of a shadow variant.A builder forCfnInferenceExperiment.ShadowModelVariantConfigPropertyAn implementation forCfnInferenceExperiment.ShadowModelVariantConfigPropertyProperties for defining a `CfnInferenceExperiment`.A builder forCfnInferenceExperimentPropsAn implementation forCfnInferenceExperimentPropsA CloudFormation `AWS::SageMaker::Model`.A fluent builder forCfnModel.Describes the container, as part of model definition.A builder forCfnModel.ContainerDefinitionPropertyAn implementation forCfnModel.ContainerDefinitionPropertySpecifies whether the model container is in Amazon ECR or a private Docker registry accessible from your Amazon Virtual Private Cloud (VPC).A builder forCfnModel.ImageConfigPropertyAn implementation forCfnModel.ImageConfigPropertySpecifies details about how containers in a multi-container endpoint are run.A builder forCfnModel.InferenceExecutionConfigPropertyAn implementation forCfnModel.InferenceExecutionConfigPropertySpecifies additional configuration for hosting multi-model endpoints.A builder forCfnModel.MultiModelConfigPropertyAn implementation forCfnModel.MultiModelConfigPropertySpecifies an authentication configuration for the private docker registry where your model image is hosted.A builder forCfnModel.RepositoryAuthConfigPropertyAn implementation forCfnModel.RepositoryAuthConfigPropertySpecifies a VPC that your training jobs and hosted models have access to.A builder forCfnModel.VpcConfigPropertyAn implementation forCfnModel.VpcConfigPropertyA CloudFormation `AWS::SageMaker::ModelBiasJobDefinition`.Example:A builder forCfnModelBiasJobDefinition.BatchTransformInputPropertyAn implementation forCfnModelBiasJobDefinition.BatchTransformInputPropertyA fluent builder forCfnModelBiasJobDefinition.The configuration for the cluster resources used to run the processing job.A builder forCfnModelBiasJobDefinition.ClusterConfigPropertyAn implementation forCfnModelBiasJobDefinition.ClusterConfigPropertyThe constraints resource for a monitoring job.A builder forCfnModelBiasJobDefinition.ConstraintsResourcePropertyAn implementation forCfnModelBiasJobDefinition.ConstraintsResourcePropertyExample:A builder forCfnModelBiasJobDefinition.CsvPropertyAn implementation forCfnModelBiasJobDefinition.CsvPropertyExample:A builder forCfnModelBiasJobDefinition.DatasetFormatPropertyAn implementation forCfnModelBiasJobDefinition.DatasetFormatPropertyInput object for the endpoint.A builder forCfnModelBiasJobDefinition.EndpointInputPropertyAn implementation forCfnModelBiasJobDefinition.EndpointInputPropertyExample:A builder forCfnModelBiasJobDefinition.JsonPropertyAn implementation forCfnModelBiasJobDefinition.JsonPropertyDocker container image configuration object for the model bias job.An implementation forCfnModelBiasJobDefinition.ModelBiasAppSpecificationPropertyThe configuration for a baseline model bias job.An implementation forCfnModelBiasJobDefinition.ModelBiasBaselineConfigPropertyInputs for the model bias job.A builder forCfnModelBiasJobDefinition.ModelBiasJobInputPropertyAn implementation forCfnModelBiasJobDefinition.ModelBiasJobInputPropertyThe ground truth labels for the dataset used for the monitoring job.An implementation forCfnModelBiasJobDefinition.MonitoringGroundTruthS3InputPropertyThe output configuration for monitoring jobs.A builder forCfnModelBiasJobDefinition.MonitoringOutputConfigPropertyAn implementation forCfnModelBiasJobDefinition.MonitoringOutputConfigPropertyThe output object for a monitoring job.A builder forCfnModelBiasJobDefinition.MonitoringOutputPropertyAn implementation forCfnModelBiasJobDefinition.MonitoringOutputPropertyIdentifies the resources to deploy for a monitoring job.A builder forCfnModelBiasJobDefinition.MonitoringResourcesPropertyAn implementation forCfnModelBiasJobDefinition.MonitoringResourcesPropertyNetworking 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.NetworkConfigPropertyAn implementation forCfnModelBiasJobDefinition.NetworkConfigPropertyThe Amazon S3 storage location where the results of a monitoring job are saved.A builder forCfnModelBiasJobDefinition.S3OutputPropertyAn implementation forCfnModelBiasJobDefinition.S3OutputPropertySpecifies a limit to how long a model training job or model compilation job can run.A builder forCfnModelBiasJobDefinition.StoppingConditionPropertyAn implementation forCfnModelBiasJobDefinition.StoppingConditionPropertySpecifies a VPC that your training jobs and hosted models have access to.A builder forCfnModelBiasJobDefinition.VpcConfigPropertyAn implementation forCfnModelBiasJobDefinition.VpcConfigPropertyProperties for defining a `CfnModelBiasJobDefinition`.A builder forCfnModelBiasJobDefinitionPropsAn implementation forCfnModelBiasJobDefinitionPropsA CloudFormation `AWS::SageMaker::ModelCard`.Additional information about the model.A builder forCfnModelCard.AdditionalInformationPropertyAn implementation forCfnModelCard.AdditionalInformationPropertyA fluent builder forCfnModelCard.Information about how the model supports business goals.A builder forCfnModelCard.BusinessDetailsPropertyAn implementation forCfnModelCard.BusinessDetailsPropertyExample:A builder forCfnModelCard.ContainerPropertyAn implementation forCfnModelCard.ContainerPropertyThe content of the model card.A builder forCfnModelCard.ContentPropertyAn implementation forCfnModelCard.ContentPropertyThe evaluation details of the model.A builder forCfnModelCard.EvaluationDetailPropertyAn implementation forCfnModelCard.EvaluationDetailPropertyFunction details.A builder forCfnModelCard.FunctionPropertyAn implementation forCfnModelCard.FunctionPropertyAn overview of a model's inference environment.A builder forCfnModelCard.InferenceEnvironmentPropertyAn implementation forCfnModelCard.InferenceEnvironmentPropertyExample:A builder forCfnModelCard.InferenceSpecificationPropertyAn implementation forCfnModelCard.InferenceSpecificationPropertyThe intended uses of a model.A builder forCfnModelCard.IntendedUsesPropertyAn implementation forCfnModelCard.IntendedUsesPropertyMetric data.A builder forCfnModelCard.MetricDataItemsPropertyAn implementation forCfnModelCard.MetricDataItemsPropertyA group of metric data that you use to initialize a metric group object.A builder forCfnModelCard.MetricGroupPropertyAn implementation forCfnModelCard.MetricGroupPropertyAn overview about the model.A builder forCfnModelCard.ModelOverviewPropertyAn implementation forCfnModelCard.ModelOverviewPropertyExample:A builder forCfnModelCard.ModelPackageCreatorPropertyAn implementation forCfnModelCard.ModelPackageCreatorPropertyExample:A builder forCfnModelCard.ModelPackageDetailsPropertyAn implementation forCfnModelCard.ModelPackageDetailsPropertyThe function that is optimized during model training.A builder forCfnModelCard.ObjectiveFunctionPropertyAn implementation forCfnModelCard.ObjectiveFunctionPropertyThe security configuration used to protect model card data.A builder forCfnModelCard.SecurityConfigPropertyAn implementation forCfnModelCard.SecurityConfigPropertyExample:A builder forCfnModelCard.SourceAlgorithmPropertyAn implementation forCfnModelCard.SourceAlgorithmPropertyThe training details of the model.A builder forCfnModelCard.TrainingDetailsPropertyAn implementation forCfnModelCard.TrainingDetailsPropertySageMaker training image.A builder forCfnModelCard.TrainingEnvironmentPropertyAn implementation forCfnModelCard.TrainingEnvironmentPropertyA hyper parameter that was configured in training the model.A builder forCfnModelCard.TrainingHyperParameterPropertyAn implementation forCfnModelCard.TrainingHyperParameterPropertyThe overview of a training job.A builder forCfnModelCard.TrainingJobDetailsPropertyAn implementation forCfnModelCard.TrainingJobDetailsPropertyA result from a SageMaker training job.A builder forCfnModelCard.TrainingMetricPropertyAn implementation forCfnModelCard.TrainingMetricPropertyInformation about the user who created or modified an experiment, trial, trial component, lineage group, project, or model card.A builder forCfnModelCard.UserContextPropertyAn implementation forCfnModelCard.UserContextPropertyProperties for defining a `CfnModelCard`.A builder forCfnModelCardPropsAn implementation forCfnModelCardPropsA CloudFormation `AWS::SageMaker::ModelExplainabilityJobDefinition`.Example:An implementation forCfnModelExplainabilityJobDefinition.BatchTransformInputPropertyA fluent builder forCfnModelExplainabilityJobDefinition.The configuration for the cluster resources used to run the processing job.An implementation forCfnModelExplainabilityJobDefinition.ClusterConfigPropertyInput object for the endpoint.An implementation forCfnModelExplainabilityJobDefinition.ConstraintsResourcePropertyExample:A builder forCfnModelExplainabilityJobDefinition.CsvPropertyAn implementation forCfnModelExplainabilityJobDefinition.CsvPropertyExample:An implementation forCfnModelExplainabilityJobDefinition.DatasetFormatPropertyInput object for the endpoint.An implementation forCfnModelExplainabilityJobDefinition.EndpointInputPropertyExample:A builder forCfnModelExplainabilityJobDefinition.JsonPropertyAn implementation forCfnModelExplainabilityJobDefinition.JsonPropertyDocker container image configuration object for the model explainability job.An implementation forCfnModelExplainabilityJobDefinition.ModelExplainabilityAppSpecificationPropertyThe configuration for a baseline model explainability job.An implementation forCfnModelExplainabilityJobDefinition.ModelExplainabilityBaselineConfigPropertyInputs for the model explainability job.An implementation forCfnModelExplainabilityJobDefinition.ModelExplainabilityJobInputPropertyThe output configuration for monitoring jobs.An implementation forCfnModelExplainabilityJobDefinition.MonitoringOutputConfigPropertyThe output object for a monitoring job.An implementation forCfnModelExplainabilityJobDefinition.MonitoringOutputPropertyIdentifies the resources to deploy for a monitoring job.An implementation forCfnModelExplainabilityJobDefinition.MonitoringResourcesPropertyNetworking 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.NetworkConfigPropertyThe Amazon S3 storage location where the results of a monitoring job are saved.A builder forCfnModelExplainabilityJobDefinition.S3OutputPropertyAn implementation forCfnModelExplainabilityJobDefinition.S3OutputPropertySpecifies a limit to how long a model training job or model compilation job can run.An implementation forCfnModelExplainabilityJobDefinition.StoppingConditionPropertySpecifies a VPC that your training jobs and hosted models have access to.A builder forCfnModelExplainabilityJobDefinition.VpcConfigPropertyAn implementation forCfnModelExplainabilityJobDefinition.VpcConfigPropertyProperties for defining a `CfnModelExplainabilityJobDefinition`.A builder forCfnModelExplainabilityJobDefinitionPropsAn implementation forCfnModelExplainabilityJobDefinitionPropsA CloudFormation `AWS::SageMaker::ModelPackage`.A structure of additional Inference Specification.An implementation forCfnModelPackage.AdditionalInferenceSpecificationDefinitionPropertyContains bias metrics for a model.A builder forCfnModelPackage.BiasPropertyAn implementation forCfnModelPackage.BiasPropertyA fluent builder forCfnModelPackage.Describes the location of the channel data.A builder forCfnModelPackage.DataSourcePropertyAn implementation forCfnModelPackage.DataSourcePropertyRepresents the drift check baselines that can be used when the model monitor is set using the model package.A builder forCfnModelPackage.DriftCheckBaselinesPropertyAn implementation forCfnModelPackage.DriftCheckBaselinesPropertyRepresents the drift check bias baselines that can be used when the model monitor is set using the model package.A builder forCfnModelPackage.DriftCheckBiasPropertyAn implementation forCfnModelPackage.DriftCheckBiasPropertyRepresents the drift check explainability baselines that can be used when the model monitor is set using the model package.A builder forCfnModelPackage.DriftCheckExplainabilityPropertyAn implementation forCfnModelPackage.DriftCheckExplainabilityPropertyRepresents the drift check data quality baselines that can be used when the model monitor is set using the model package.A builder forCfnModelPackage.DriftCheckModelDataQualityPropertyAn implementation forCfnModelPackage.DriftCheckModelDataQualityPropertyRepresents the drift check model quality baselines that can be used when the model monitor is set using the model package.A builder forCfnModelPackage.DriftCheckModelQualityPropertyAn implementation forCfnModelPackage.DriftCheckModelQualityPropertyContains explainability metrics for a model.A builder forCfnModelPackage.ExplainabilityPropertyAn implementation forCfnModelPackage.ExplainabilityPropertyContains details regarding the file source.A builder forCfnModelPackage.FileSourcePropertyAn implementation forCfnModelPackage.FileSourcePropertyDefines how to perform inference generation after a training job is run.A builder forCfnModelPackage.InferenceSpecificationPropertyAn implementation forCfnModelPackage.InferenceSpecificationPropertyMetadata properties of the tracking entity, trial, or trial component.A builder forCfnModelPackage.MetadataPropertiesPropertyAn implementation forCfnModelPackage.MetadataPropertiesPropertyDetails about the metrics source.A builder forCfnModelPackage.MetricsSourcePropertyAn implementation forCfnModelPackage.MetricsSourcePropertyData quality constraints and statistics for a model.A builder forCfnModelPackage.ModelDataQualityPropertyAn implementation forCfnModelPackage.ModelDataQualityPropertyInput object for the model.A builder forCfnModelPackage.ModelInputPropertyAn implementation forCfnModelPackage.ModelInputPropertyContains metrics captured from a model.A builder forCfnModelPackage.ModelMetricsPropertyAn implementation forCfnModelPackage.ModelMetricsPropertyDescribes the Docker container for the model package.A builder forCfnModelPackage.ModelPackageContainerDefinitionPropertyAn implementation forCfnModelPackage.ModelPackageContainerDefinitionPropertySpecifies the validation and image scan statuses of the model package.A builder forCfnModelPackage.ModelPackageStatusDetailsPropertyAn implementation forCfnModelPackage.ModelPackageStatusDetailsPropertyRepresents the overall status of a model package.A builder forCfnModelPackage.ModelPackageStatusItemPropertyAn implementation forCfnModelPackage.ModelPackageStatusItemPropertyModel quality statistics and constraints.A builder forCfnModelPackage.ModelQualityPropertyAn implementation forCfnModelPackage.ModelQualityPropertyDescribes the S3 data source.A builder forCfnModelPackage.S3DataSourcePropertyAn implementation forCfnModelPackage.S3DataSourcePropertySpecifies an algorithm that was used to create the model package.A builder forCfnModelPackage.SourceAlgorithmPropertyAn implementation forCfnModelPackage.SourceAlgorithmPropertyA list of algorithms that were used to create a model package.A builder forCfnModelPackage.SourceAlgorithmSpecificationPropertyAn implementation forCfnModelPackage.SourceAlgorithmSpecificationPropertyDescribes the input source of a transform job and the way the transform job consumes it.A builder forCfnModelPackage.TransformInputPropertyAn implementation forCfnModelPackage.TransformInputPropertyDefines the input needed to run a transform job using the inference specification specified in the algorithm.A builder forCfnModelPackage.TransformJobDefinitionPropertyAn implementation forCfnModelPackage.TransformJobDefinitionPropertyDescribes the results of a transform job.A builder forCfnModelPackage.TransformOutputPropertyAn implementation forCfnModelPackage.TransformOutputPropertyDescribes the resources, including ML instance types and ML instance count, to use for transform job.A builder forCfnModelPackage.TransformResourcesPropertyAn implementation forCfnModelPackage.TransformResourcesPropertyInformation about the user who created or modified an experiment, trial, trial component, lineage group, project, or model card.A builder forCfnModelPackage.UserContextPropertyAn implementation forCfnModelPackage.UserContextPropertyContains data, such as the inputs and targeted instance types that are used in the process of validating the model package.A builder forCfnModelPackage.ValidationProfilePropertyAn implementation forCfnModelPackage.ValidationProfilePropertySpecifies batch transform jobs that SageMaker runs to validate your model package.A builder forCfnModelPackage.ValidationSpecificationPropertyAn implementation forCfnModelPackage.ValidationSpecificationPropertyA CloudFormation `AWS::SageMaker::ModelPackageGroup`.A fluent builder forCfnModelPackageGroup.Properties for defining a `CfnModelPackageGroup`.A builder forCfnModelPackageGroupPropsAn implementation forCfnModelPackageGroupPropsProperties for defining a `CfnModelPackage`.A builder forCfnModelPackagePropsAn implementation forCfnModelPackagePropsProperties for defining a `CfnModel`.A builder forCfnModelPropsAn implementation forCfnModelPropsA CloudFormation `AWS::SageMaker::ModelQualityJobDefinition`.Example:A builder forCfnModelQualityJobDefinition.BatchTransformInputPropertyAn implementation forCfnModelQualityJobDefinition.BatchTransformInputPropertyA fluent builder forCfnModelQualityJobDefinition.The configuration for the cluster of resources used to run the processing job.A builder forCfnModelQualityJobDefinition.ClusterConfigPropertyAn implementation forCfnModelQualityJobDefinition.ClusterConfigPropertyThe constraints resource for a monitoring job.A builder forCfnModelQualityJobDefinition.ConstraintsResourcePropertyAn implementation forCfnModelQualityJobDefinition.ConstraintsResourcePropertyExample:A builder forCfnModelQualityJobDefinition.CsvPropertyAn implementation forCfnModelQualityJobDefinition.CsvPropertyExample:A builder forCfnModelQualityJobDefinition.DatasetFormatPropertyAn implementation forCfnModelQualityJobDefinition.DatasetFormatPropertyInput object for the endpoint.A builder forCfnModelQualityJobDefinition.EndpointInputPropertyAn implementation forCfnModelQualityJobDefinition.EndpointInputPropertyExample:A builder forCfnModelQualityJobDefinition.JsonPropertyAn implementation forCfnModelQualityJobDefinition.JsonPropertyContainer image configuration object for the monitoring job.An implementation forCfnModelQualityJobDefinition.ModelQualityAppSpecificationPropertyConfiguration for monitoring constraints and monitoring statistics.An implementation forCfnModelQualityJobDefinition.ModelQualityBaselineConfigPropertyThe input for the model quality monitoring job.An implementation forCfnModelQualityJobDefinition.ModelQualityJobInputPropertyThe ground truth labels for the dataset used for the monitoring job.An implementation forCfnModelQualityJobDefinition.MonitoringGroundTruthS3InputPropertyThe output configuration for monitoring jobs.An implementation forCfnModelQualityJobDefinition.MonitoringOutputConfigPropertyThe output object for a monitoring job.A builder forCfnModelQualityJobDefinition.MonitoringOutputPropertyAn implementation forCfnModelQualityJobDefinition.MonitoringOutputPropertyIdentifies the resources to deploy for a monitoring job.A builder forCfnModelQualityJobDefinition.MonitoringResourcesPropertyAn implementation forCfnModelQualityJobDefinition.MonitoringResourcesPropertyNetworking 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.NetworkConfigPropertyAn implementation forCfnModelQualityJobDefinition.NetworkConfigPropertyThe Amazon S3 storage location where the results of a monitoring job are saved.A builder forCfnModelQualityJobDefinition.S3OutputPropertyAn implementation forCfnModelQualityJobDefinition.S3OutputPropertySpecifies a limit to how long a model training job or model compilation job can run.A builder forCfnModelQualityJobDefinition.StoppingConditionPropertyAn implementation forCfnModelQualityJobDefinition.StoppingConditionPropertySpecifies a VPC that your training jobs and hosted models have access to.A builder forCfnModelQualityJobDefinition.VpcConfigPropertyAn implementation forCfnModelQualityJobDefinition.VpcConfigPropertyProperties for defining a `CfnModelQualityJobDefinition`.A builder forCfnModelQualityJobDefinitionPropsAn implementation forCfnModelQualityJobDefinitionPropsA CloudFormation `AWS::SageMaker::MonitoringSchedule`.Baseline configuration used to validate that the data conforms to the specified constraints and statistics.A builder forCfnMonitoringSchedule.BaselineConfigPropertyAn implementation forCfnMonitoringSchedule.BaselineConfigPropertyExample:A builder forCfnMonitoringSchedule.BatchTransformInputPropertyAn implementation forCfnMonitoringSchedule.BatchTransformInputPropertyA fluent builder forCfnMonitoringSchedule.Configuration for the cluster used to run model monitoring jobs.A builder forCfnMonitoringSchedule.ClusterConfigPropertyAn implementation forCfnMonitoringSchedule.ClusterConfigPropertyThe Amazon S3 URI for the constraints resource.A builder forCfnMonitoringSchedule.ConstraintsResourcePropertyAn implementation forCfnMonitoringSchedule.ConstraintsResourcePropertyExample:A builder forCfnMonitoringSchedule.CsvPropertyAn implementation forCfnMonitoringSchedule.CsvPropertyExample:A builder forCfnMonitoringSchedule.DatasetFormatPropertyAn implementation forCfnMonitoringSchedule.DatasetFormatPropertyInput object for the endpoint.A builder forCfnMonitoringSchedule.EndpointInputPropertyAn implementation forCfnMonitoringSchedule.EndpointInputPropertyExample:A builder forCfnMonitoringSchedule.JsonPropertyAn implementation forCfnMonitoringSchedule.JsonPropertyContainer image configuration object for the monitoring job.A builder forCfnMonitoringSchedule.MonitoringAppSpecificationPropertyAn implementation forCfnMonitoringSchedule.MonitoringAppSpecificationPropertySummary of information about the last monitoring job to run.A builder forCfnMonitoringSchedule.MonitoringExecutionSummaryPropertyAn implementation forCfnMonitoringSchedule.MonitoringExecutionSummaryPropertyThe inputs for a monitoring job.A builder forCfnMonitoringSchedule.MonitoringInputPropertyAn implementation forCfnMonitoringSchedule.MonitoringInputPropertyDefines the monitoring job.A builder forCfnMonitoringSchedule.MonitoringJobDefinitionPropertyAn implementation forCfnMonitoringSchedule.MonitoringJobDefinitionPropertyThe output configuration for monitoring jobs.A builder forCfnMonitoringSchedule.MonitoringOutputConfigPropertyAn implementation forCfnMonitoringSchedule.MonitoringOutputConfigPropertyThe output object for a monitoring job.A builder forCfnMonitoringSchedule.MonitoringOutputPropertyAn implementation forCfnMonitoringSchedule.MonitoringOutputPropertyIdentifies the resources to deploy for a monitoring job.A builder forCfnMonitoringSchedule.MonitoringResourcesPropertyAn implementation forCfnMonitoringSchedule.MonitoringResourcesPropertyConfigures the monitoring schedule and defines the monitoring job.A builder forCfnMonitoringSchedule.MonitoringScheduleConfigPropertyAn implementation forCfnMonitoringSchedule.MonitoringScheduleConfigPropertyNetworking 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.NetworkConfigPropertyAn implementation forCfnMonitoringSchedule.NetworkConfigPropertyInformation about where and how you want to store the results of a monitoring job.A builder forCfnMonitoringSchedule.S3OutputPropertyAn implementation forCfnMonitoringSchedule.S3OutputPropertyConfiguration details about the monitoring schedule.A builder forCfnMonitoringSchedule.ScheduleConfigPropertyAn implementation forCfnMonitoringSchedule.ScheduleConfigPropertyThe baseline statistics file in Amazon S3 that the current monitoring job should be validated against.A builder forCfnMonitoringSchedule.StatisticsResourcePropertyAn implementation forCfnMonitoringSchedule.StatisticsResourcePropertySpecifies a limit to how long a model training job or model compilation job can run.A builder forCfnMonitoringSchedule.StoppingConditionPropertyAn implementation forCfnMonitoringSchedule.StoppingConditionPropertySpecifies a VPC that your training jobs and hosted models have access to.A builder forCfnMonitoringSchedule.VpcConfigPropertyAn implementation forCfnMonitoringSchedule.VpcConfigPropertyProperties for defining a `CfnMonitoringSchedule`.A builder forCfnMonitoringSchedulePropsAn implementation forCfnMonitoringSchedulePropsA CloudFormation `AWS::SageMaker::NotebookInstance`.A fluent builder forCfnNotebookInstance.Information on the IMDS configuration of the notebook instance.An implementation forCfnNotebookInstance.InstanceMetadataServiceConfigurationPropertyA CloudFormation `AWS::SageMaker::NotebookInstanceLifecycleConfig`.A fluent builder forCfnNotebookInstanceLifecycleConfig.Specifies the notebook instance lifecycle configuration script.An implementation forCfnNotebookInstanceLifecycleConfig.NotebookInstanceLifecycleHookPropertyProperties for defining a `CfnNotebookInstanceLifecycleConfig`.A builder forCfnNotebookInstanceLifecycleConfigPropsAn implementation forCfnNotebookInstanceLifecycleConfigPropsProperties for defining a `CfnNotebookInstance`.A builder forCfnNotebookInstancePropsAn implementation forCfnNotebookInstancePropsA CloudFormation `AWS::SageMaker::Pipeline`.A fluent builder forCfnPipeline.Configuration that controls the parallelism of the pipeline.A builder forCfnPipeline.ParallelismConfigurationPropertyAn implementation forCfnPipeline.ParallelismConfigurationPropertyExample:A builder forCfnPipeline.PipelineDefinitionPropertyAn implementation forCfnPipeline.PipelineDefinitionPropertyExample:A builder forCfnPipeline.S3LocationPropertyAn implementation forCfnPipeline.S3LocationPropertyProperties for defining a `CfnPipeline`.A builder forCfnPipelinePropsAn implementation forCfnPipelinePropsA CloudFormation `AWS::SageMaker::Project`.A fluent builder forCfnProject.A key value pair used when you provision a project as a service catalog product.A builder forCfnProject.ProvisioningParameterPropertyAn implementation forCfnProject.ProvisioningParameterPropertyDetails of a provisioned service catalog product.An implementation forCfnProject.ServiceCatalogProvisionedProductDetailsPropertyDetails that you specify to provision a service catalog product.A builder forCfnProject.ServiceCatalogProvisioningDetailsPropertyAn implementation forCfnProject.ServiceCatalogProvisioningDetailsPropertyProperties for defining a `CfnProject`.A builder forCfnProjectPropsAn implementation forCfnProjectPropsA CloudFormation `AWS::SageMaker::Space`.A fluent builder forCfnSpace.A custom SageMaker image.A builder forCfnSpace.CustomImagePropertyAn implementation forCfnSpace.CustomImagePropertyThe JupyterServer app settings.A builder forCfnSpace.JupyterServerAppSettingsPropertyAn implementation forCfnSpace.JupyterServerAppSettingsPropertyThe KernelGateway app settings.A builder forCfnSpace.KernelGatewayAppSettingsPropertyAn implementation forCfnSpace.KernelGatewayAppSettingsPropertySpecifies the ARN's of a SageMaker image and SageMaker image version, and the instance type that the version runs on.A builder forCfnSpace.ResourceSpecPropertyAn implementation forCfnSpace.ResourceSpecPropertyA collection of space settings.A builder forCfnSpace.SpaceSettingsPropertyAn implementation forCfnSpace.SpaceSettingsPropertyProperties for defining a `CfnSpace`.A builder forCfnSpacePropsAn implementation forCfnSpacePropsA CloudFormation `AWS::SageMaker::UserProfile`.A fluent builder forCfnUserProfile.A custom SageMaker image.A builder forCfnUserProfile.CustomImagePropertyAn implementation forCfnUserProfile.CustomImagePropertyThe JupyterServer app settings.A builder forCfnUserProfile.JupyterServerAppSettingsPropertyAn implementation forCfnUserProfile.JupyterServerAppSettingsPropertyThe KernelGateway app settings.A builder forCfnUserProfile.KernelGatewayAppSettingsPropertyAn implementation forCfnUserProfile.KernelGatewayAppSettingsPropertySpecifies the ARN's of a SageMaker image and SageMaker image version, and the instance type that the version runs on.A builder forCfnUserProfile.ResourceSpecPropertyAn implementation forCfnUserProfile.ResourceSpecPropertyA collection of settings that configure user interaction with the `RStudioServerPro` app.A builder forCfnUserProfile.RStudioServerProAppSettingsPropertyAn implementation forCfnUserProfile.RStudioServerProAppSettingsPropertySpecifies options when sharing an Amazon SageMaker Studio notebook.A builder forCfnUserProfile.SharingSettingsPropertyAn implementation forCfnUserProfile.SharingSettingsPropertyA collection of settings that apply to users of Amazon SageMaker Studio.A builder forCfnUserProfile.UserSettingsPropertyAn implementation forCfnUserProfile.UserSettingsPropertyProperties for defining a `CfnUserProfile`.A builder forCfnUserProfilePropsAn implementation forCfnUserProfilePropsA CloudFormation `AWS::SageMaker::Workteam`.A fluent builder forCfnWorkteam.Identifies a Amazon Cognito user group.A builder forCfnWorkteam.CognitoMemberDefinitionPropertyAn implementation forCfnWorkteam.CognitoMemberDefinitionPropertyDefines an Amazon Cognito or your own OIDC IdP user group that is part of a work team.A builder forCfnWorkteam.MemberDefinitionPropertyAn implementation forCfnWorkteam.MemberDefinitionPropertyConfigures Amazon SNS notifications of available or expiring work items for work teams.A builder forCfnWorkteam.NotificationConfigurationPropertyAn implementation forCfnWorkteam.NotificationConfigurationPropertyA list of user groups that exist in your OIDC Identity Provider (IdP).A builder forCfnWorkteam.OidcMemberDefinitionPropertyAn implementation forCfnWorkteam.OidcMemberDefinitionPropertyProperties for defining a `CfnWorkteam`.A builder forCfnWorkteamPropsAn implementation forCfnWorkteamProps