Namespace Amazon.CDK.AWS.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This package is no longer being updated, and users should migrate to AWS CDK v2.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.
using Amazon.CDK.AWS.Sagemaker;
There are no official hand-written (L2) constructs for this service yet. Here are some suggestions on how to proceed:
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.)
Classes
CfnApp | A CloudFormation |
CfnApp.ResourceSpecProperty | Specifies the ARN's of a SageMaker image and SageMaker image version, and the instance type that the version runs on. |
CfnAppImageConfig | A CloudFormation |
CfnAppImageConfig.FileSystemConfigProperty | The Amazon Elastic File System (EFS) storage configuration for a SageMaker image. |
CfnAppImageConfig.KernelGatewayImageConfigProperty | The configuration for the file system and kernels in a SageMaker image running as a KernelGateway app. |
CfnAppImageConfig.KernelSpecProperty | The specification of a Jupyter kernel. |
CfnAppImageConfigProps | Properties for defining a |
CfnAppProps | Properties for defining a |
CfnCodeRepository | A CloudFormation |
CfnCodeRepository.GitConfigProperty | Specifies configuration details for a Git repository in your AWS account. |
CfnCodeRepositoryProps | Properties for defining a |
CfnDataQualityJobDefinition | A CloudFormation |
CfnDataQualityJobDefinition.BatchTransformInputProperty | |
CfnDataQualityJobDefinition.ClusterConfigProperty | The configuration for the cluster of resources used to run the processing job. |
CfnDataQualityJobDefinition.ConstraintsResourceProperty | The constraints resource for a monitoring job. |
CfnDataQualityJobDefinition.CsvProperty | |
CfnDataQualityJobDefinition.DataQualityAppSpecificationProperty | Information about the container that a data quality monitoring job runs. |
CfnDataQualityJobDefinition.DataQualityBaselineConfigProperty | Configuration for monitoring constraints and monitoring statistics. |
CfnDataQualityJobDefinition.DataQualityJobInputProperty | The input for the data quality monitoring job. |
CfnDataQualityJobDefinition.DatasetFormatProperty | |
CfnDataQualityJobDefinition.EndpointInputProperty | Input object for the endpoint. |
CfnDataQualityJobDefinition.JsonProperty | |
CfnDataQualityJobDefinition.MonitoringOutputConfigProperty | The output configuration for monitoring jobs. |
CfnDataQualityJobDefinition.MonitoringOutputProperty | The output object for a monitoring job. |
CfnDataQualityJobDefinition.MonitoringResourcesProperty | Identifies the resources to deploy for a monitoring job. |
CfnDataQualityJobDefinition.NetworkConfigProperty | Networking options for a job, such as network traffic encryption between containers, whether to allow inbound and outbound network calls to and from containers, and the VPC subnets and security groups to use for VPC-enabled jobs. |
CfnDataQualityJobDefinition.S3OutputProperty | The Amazon S3 storage location where the results of a monitoring job are saved. |
CfnDataQualityJobDefinition.StatisticsResourceProperty | The statistics resource for a monitoring job. |
CfnDataQualityJobDefinition.StoppingConditionProperty | Specifies a limit to how long a model training job or model compilation job can run. |
CfnDataQualityJobDefinition.VpcConfigProperty | Specifies a VPC that your training jobs and hosted models have access to. |
CfnDataQualityJobDefinitionProps | Properties for defining a |
CfnDevice | A CloudFormation |
CfnDevice.DeviceProperty | Information of a particular device. |
CfnDeviceFleet | A CloudFormation |
CfnDeviceFleet.EdgeOutputConfigProperty | The output configuration for storing sample data collected by the fleet. |
CfnDeviceFleetProps | Properties for defining a |
CfnDeviceProps | Properties for defining a |
CfnDomain | A CloudFormation |
CfnDomain.CustomImageProperty | A custom SageMaker image. |
CfnDomain.DefaultSpaceSettingsProperty | A collection of settings that apply to spaces created in the Domain. |
CfnDomain.DomainSettingsProperty | A collection of settings that apply to the |
CfnDomain.JupyterServerAppSettingsProperty | The JupyterServer app settings. |
CfnDomain.KernelGatewayAppSettingsProperty | The KernelGateway app settings. |
CfnDomain.ResourceSpecProperty | Specifies the ARN's of a SageMaker image and SageMaker image version, and the instance type that the version runs on. |
CfnDomain.RSessionAppSettingsProperty | A collection of settings that apply to an |
CfnDomain.RStudioServerProAppSettingsProperty | A collection of settings that configure user interaction with the |
CfnDomain.RStudioServerProDomainSettingsProperty | A collection of settings that configure the |
CfnDomain.SharingSettingsProperty | Specifies options when sharing an Amazon SageMaker Studio notebook. |
CfnDomain.UserSettingsProperty | A collection of settings that apply to users of Amazon SageMaker Studio. |
CfnDomainProps | Properties for defining a |
CfnEndpoint | A CloudFormation |
CfnEndpoint.AlarmProperty | An Amazon CloudWatch alarm configured to monitor metrics on an endpoint. |
CfnEndpoint.AutoRollbackConfigProperty | Automatic rollback configuration for handling endpoint deployment failures and recovery. |
CfnEndpoint.BlueGreenUpdatePolicyProperty | Update policy for a blue/green deployment. |
CfnEndpoint.CapacitySizeProperty | Specifies the endpoint capacity to activate for production. |
CfnEndpoint.DeploymentConfigProperty | The deployment configuration for an endpoint, which contains the desired deployment strategy and rollback configurations. |
CfnEndpoint.TrafficRoutingConfigProperty | Defines the traffic routing strategy during an endpoint deployment to shift traffic from the old fleet to the new fleet. |
CfnEndpoint.VariantPropertyProperty | Specifies a production variant property type for an Endpoint. |
CfnEndpointConfig | A CloudFormation |
CfnEndpointConfig.AsyncInferenceClientConfigProperty | Configures the behavior of the client used by SageMaker to interact with the model container during asynchronous inference. |
CfnEndpointConfig.AsyncInferenceConfigProperty | Specifies configuration for how an endpoint performs asynchronous inference. |
CfnEndpointConfig.AsyncInferenceNotificationConfigProperty | Specifies the configuration for notifications of inference results for asynchronous inference. |
CfnEndpointConfig.AsyncInferenceOutputConfigProperty | Specifies the configuration for asynchronous inference invocation outputs. |
CfnEndpointConfig.CaptureContentTypeHeaderProperty | Specifies the JSON and CSV content types of the data that the endpoint captures. |
CfnEndpointConfig.CaptureOptionProperty | Specifies whether the endpoint captures input data or output data. |
CfnEndpointConfig.ClarifyExplainerConfigProperty | |
CfnEndpointConfig.ClarifyInferenceConfigProperty | |
CfnEndpointConfig.ClarifyShapBaselineConfigProperty | |
CfnEndpointConfig.ClarifyShapConfigProperty | |
CfnEndpointConfig.ClarifyTextConfigProperty | |
CfnEndpointConfig.DataCaptureConfigProperty | Specifies the configuration of your endpoint for model monitor data capture. |
CfnEndpointConfig.ExplainerConfigProperty | |
CfnEndpointConfig.ProductionVariantProperty | Specifies a model that you want to host and the resources to deploy for hosting it. |
CfnEndpointConfig.ServerlessConfigProperty | Specifies the serverless configuration for an endpoint variant. |
CfnEndpointConfigProps | Properties for defining a |
CfnEndpointProps | Properties for defining a |
CfnFeatureGroup | A CloudFormation |
CfnFeatureGroup.DataCatalogConfigProperty | The meta data of the Glue table which serves as data catalog for the |
CfnFeatureGroup.FeatureDefinitionProperty | A list of features. |
CfnFeatureGroup.OfflineStoreConfigProperty | The configuration of an |
CfnFeatureGroup.OnlineStoreConfigProperty | Use this to specify the AWS Key Management Service (KMS) Key ID, or |
CfnFeatureGroup.OnlineStoreSecurityConfigProperty | The security configuration for |
CfnFeatureGroup.S3StorageConfigProperty | The Amazon Simple Storage (Amazon S3) location and and security configuration for |
CfnFeatureGroupProps | Properties for defining a |
CfnImage | A CloudFormation |
CfnImageProps | Properties for defining a |
CfnImageVersion | A CloudFormation |
CfnImageVersionProps | Properties for defining a |
CfnInferenceExperiment | A CloudFormation |
CfnInferenceExperiment.CaptureContentTypeHeaderProperty | Configuration specifying how to treat different headers. |
CfnInferenceExperiment.DataStorageConfigProperty | The Amazon S3 location and configuration for storing inference request and response data. |
CfnInferenceExperiment.EndpointMetadataProperty | The metadata of the endpoint. |
CfnInferenceExperiment.InferenceExperimentScheduleProperty | The start and end times of an inference experiment. |
CfnInferenceExperiment.ModelInfrastructureConfigProperty | The configuration for the infrastructure that the model will be deployed to. |
CfnInferenceExperiment.ModelVariantConfigProperty | Contains information about the deployment options of a model. |
CfnInferenceExperiment.RealTimeInferenceConfigProperty | The infrastructure configuration for deploying the model to a real-time inference endpoint. |
CfnInferenceExperiment.ShadowModeConfigProperty | The configuration of |
CfnInferenceExperiment.ShadowModelVariantConfigProperty | The name and sampling percentage of a shadow variant. |
CfnInferenceExperimentProps | Properties for defining a |
CfnModel | A CloudFormation |
CfnModel.ContainerDefinitionProperty | Describes the container, as part of model definition. |
CfnModel.ImageConfigProperty | Specifies whether the model container is in Amazon ECR or a private Docker registry accessible from your Amazon Virtual Private Cloud (VPC). |
CfnModel.InferenceExecutionConfigProperty | Specifies details about how containers in a multi-container endpoint are run. |
CfnModel.MultiModelConfigProperty | Specifies additional configuration for hosting multi-model endpoints. |
CfnModel.RepositoryAuthConfigProperty | Specifies an authentication configuration for the private docker registry where your model image is hosted. |
CfnModel.VpcConfigProperty | Specifies a VPC that your training jobs and hosted models have access to. |
CfnModelBiasJobDefinition | A CloudFormation |
CfnModelBiasJobDefinition.BatchTransformInputProperty | |
CfnModelBiasJobDefinition.ClusterConfigProperty | The configuration for the cluster resources used to run the processing job. |
CfnModelBiasJobDefinition.ConstraintsResourceProperty | The constraints resource for a monitoring job. |
CfnModelBiasJobDefinition.CsvProperty | |
CfnModelBiasJobDefinition.DatasetFormatProperty | |
CfnModelBiasJobDefinition.EndpointInputProperty | Input object for the endpoint. |
CfnModelBiasJobDefinition.JsonProperty | |
CfnModelBiasJobDefinition.ModelBiasAppSpecificationProperty | Docker container image configuration object for the model bias job. |
CfnModelBiasJobDefinition.ModelBiasBaselineConfigProperty | The configuration for a baseline model bias job. |
CfnModelBiasJobDefinition.ModelBiasJobInputProperty | Inputs for the model bias job. |
CfnModelBiasJobDefinition.MonitoringGroundTruthS3InputProperty | The ground truth labels for the dataset used for the monitoring job. |
CfnModelBiasJobDefinition.MonitoringOutputConfigProperty | The output configuration for monitoring jobs. |
CfnModelBiasJobDefinition.MonitoringOutputProperty | The output object for a monitoring job. |
CfnModelBiasJobDefinition.MonitoringResourcesProperty | Identifies the resources to deploy for a monitoring job. |
CfnModelBiasJobDefinition.NetworkConfigProperty | Networking options for a job, such as network traffic encryption between containers, whether to allow inbound and outbound network calls to and from containers, and the VPC subnets and security groups to use for VPC-enabled jobs. |
CfnModelBiasJobDefinition.S3OutputProperty | The Amazon S3 storage location where the results of a monitoring job are saved. |
CfnModelBiasJobDefinition.StoppingConditionProperty | Specifies a limit to how long a model training job or model compilation job can run. |
CfnModelBiasJobDefinition.VpcConfigProperty | Specifies a VPC that your training jobs and hosted models have access to. |
CfnModelBiasJobDefinitionProps | Properties for defining a |
CfnModelCard | A CloudFormation |
CfnModelCard.AdditionalInformationProperty | Additional information about the model. |
CfnModelCard.BusinessDetailsProperty | Information about how the model supports business goals. |
CfnModelCard.ContainerProperty | |
CfnModelCard.ContentProperty | The content of the model card. |
CfnModelCard.EvaluationDetailProperty | The evaluation details of the model. |
CfnModelCard.FunctionProperty | Function details. |
CfnModelCard.InferenceEnvironmentProperty | An overview of a model's inference environment. |
CfnModelCard.InferenceSpecificationProperty | |
CfnModelCard.IntendedUsesProperty | The intended uses of a model. |
CfnModelCard.MetricDataItemsProperty | Metric data. |
CfnModelCard.MetricGroupProperty | A group of metric data that you use to initialize a metric group object. |
CfnModelCard.ModelOverviewProperty | An overview about the model. |
CfnModelCard.ModelPackageCreatorProperty | |
CfnModelCard.ModelPackageDetailsProperty | |
CfnModelCard.ObjectiveFunctionProperty | The function that is optimized during model training. |
CfnModelCard.SecurityConfigProperty | The security configuration used to protect model card data. |
CfnModelCard.SourceAlgorithmProperty | |
CfnModelCard.TrainingDetailsProperty | The training details of the model. |
CfnModelCard.TrainingEnvironmentProperty | SageMaker training image. |
CfnModelCard.TrainingHyperParameterProperty | A hyper parameter that was configured in training the model. |
CfnModelCard.TrainingJobDetailsProperty | The overview of a training job. |
CfnModelCard.TrainingMetricProperty | A result from a SageMaker training job. |
CfnModelCard.UserContextProperty | Information about the user who created or modified an experiment, trial, trial component, lineage group, project, or model card. |
CfnModelCardProps | Properties for defining a |
CfnModelExplainabilityJobDefinition | A CloudFormation |
CfnModelExplainabilityJobDefinition.BatchTransformInputProperty | |
CfnModelExplainabilityJobDefinition.ClusterConfigProperty | The configuration for the cluster resources used to run the processing job. |
CfnModelExplainabilityJobDefinition.ConstraintsResourceProperty | Input object for the endpoint. |
CfnModelExplainabilityJobDefinition.CsvProperty | |
CfnModelExplainabilityJobDefinition.DatasetFormatProperty | |
CfnModelExplainabilityJobDefinition.EndpointInputProperty | Input object for the endpoint. |
CfnModelExplainabilityJobDefinition.JsonProperty | |
CfnModelExplainabilityJobDefinition.ModelExplainabilityAppSpecificationProperty | Docker container image configuration object for the model explainability job. |
CfnModelExplainabilityJobDefinition.ModelExplainabilityBaselineConfigProperty | The configuration for a baseline model explainability job. |
CfnModelExplainabilityJobDefinition.ModelExplainabilityJobInputProperty | Inputs for the model explainability job. |
CfnModelExplainabilityJobDefinition.MonitoringOutputConfigProperty | The output configuration for monitoring jobs. |
CfnModelExplainabilityJobDefinition.MonitoringOutputProperty | The output object for a monitoring job. |
CfnModelExplainabilityJobDefinition.MonitoringResourcesProperty | Identifies the resources to deploy for a monitoring job. |
CfnModelExplainabilityJobDefinition.NetworkConfigProperty | Networking options for a job, such as network traffic encryption between containers, whether to allow inbound and outbound network calls to and from containers, and the VPC subnets and security groups to use for VPC-enabled jobs. |
CfnModelExplainabilityJobDefinition.S3OutputProperty | The Amazon S3 storage location where the results of a monitoring job are saved. |
CfnModelExplainabilityJobDefinition.StoppingConditionProperty | Specifies a limit to how long a model training job or model compilation job can run. |
CfnModelExplainabilityJobDefinition.VpcConfigProperty | Specifies a VPC that your training jobs and hosted models have access to. |
CfnModelExplainabilityJobDefinitionProps | Properties for defining a |
CfnModelPackage | A CloudFormation |
CfnModelPackage.AdditionalInferenceSpecificationDefinitionProperty | A structure of additional Inference Specification. |
CfnModelPackage.BiasProperty | Contains bias metrics for a model. |
CfnModelPackage.DataSourceProperty | Describes the location of the channel data. |
CfnModelPackage.DriftCheckBaselinesProperty | Represents the drift check baselines that can be used when the model monitor is set using the model package. |
CfnModelPackage.DriftCheckBiasProperty | Represents the drift check bias baselines that can be used when the model monitor is set using the model package. |
CfnModelPackage.DriftCheckExplainabilityProperty | Represents the drift check explainability baselines that can be used when the model monitor is set using the model package. |
CfnModelPackage.DriftCheckModelDataQualityProperty | Represents the drift check data quality baselines that can be used when the model monitor is set using the model package. |
CfnModelPackage.DriftCheckModelQualityProperty | Represents the drift check model quality baselines that can be used when the model monitor is set using the model package. |
CfnModelPackage.ExplainabilityProperty | Contains explainability metrics for a model. |
CfnModelPackage.FileSourceProperty | Contains details regarding the file source. |
CfnModelPackage.InferenceSpecificationProperty | Defines how to perform inference generation after a training job is run. |
CfnModelPackage.MetadataPropertiesProperty | Metadata properties of the tracking entity, trial, or trial component. |
CfnModelPackage.MetricsSourceProperty | Details about the metrics source. |
CfnModelPackage.ModelDataQualityProperty | Data quality constraints and statistics for a model. |
CfnModelPackage.ModelInputProperty | Input object for the model. |
CfnModelPackage.ModelMetricsProperty | Contains metrics captured from a model. |
CfnModelPackage.ModelPackageContainerDefinitionProperty | Describes the Docker container for the model package. |
CfnModelPackage.ModelPackageStatusDetailsProperty | Specifies the validation and image scan statuses of the model package. |
CfnModelPackage.ModelPackageStatusItemProperty | Represents the overall status of a model package. |
CfnModelPackage.ModelQualityProperty | Model quality statistics and constraints. |
CfnModelPackage.S3DataSourceProperty | Describes the S3 data source. |
CfnModelPackage.SourceAlgorithmProperty | Specifies an algorithm that was used to create the model package. |
CfnModelPackage.SourceAlgorithmSpecificationProperty | A list of algorithms that were used to create a model package. |
CfnModelPackage.TransformInputProperty | Describes the input source of a transform job and the way the transform job consumes it. |
CfnModelPackage.TransformJobDefinitionProperty | Defines the input needed to run a transform job using the inference specification specified in the algorithm. |
CfnModelPackage.TransformOutputProperty | Describes the results of a transform job. |
CfnModelPackage.TransformResourcesProperty | Describes the resources, including ML instance types and ML instance count, to use for transform job. |
CfnModelPackage.UserContextProperty | Information about the user who created or modified an experiment, trial, trial component, lineage group, project, or model card. |
CfnModelPackage.ValidationProfileProperty | Contains data, such as the inputs and targeted instance types that are used in the process of validating the model package. |
CfnModelPackage.ValidationSpecificationProperty | Specifies batch transform jobs that SageMaker runs to validate your model package. |
CfnModelPackageGroup | A CloudFormation |
CfnModelPackageGroupProps | Properties for defining a |
CfnModelPackageProps | Properties for defining a |
CfnModelProps | Properties for defining a |
CfnModelQualityJobDefinition | A CloudFormation |
CfnModelQualityJobDefinition.BatchTransformInputProperty | |
CfnModelQualityJobDefinition.ClusterConfigProperty | The configuration for the cluster of resources used to run the processing job. |
CfnModelQualityJobDefinition.ConstraintsResourceProperty | The constraints resource for a monitoring job. |
CfnModelQualityJobDefinition.CsvProperty | |
CfnModelQualityJobDefinition.DatasetFormatProperty | |
CfnModelQualityJobDefinition.EndpointInputProperty | Input object for the endpoint. |
CfnModelQualityJobDefinition.JsonProperty | |
CfnModelQualityJobDefinition.ModelQualityAppSpecificationProperty | Container image configuration object for the monitoring job. |
CfnModelQualityJobDefinition.ModelQualityBaselineConfigProperty | Configuration for monitoring constraints and monitoring statistics. |
CfnModelQualityJobDefinition.ModelQualityJobInputProperty | The input for the model quality monitoring job. |
CfnModelQualityJobDefinition.MonitoringGroundTruthS3InputProperty | The ground truth labels for the dataset used for the monitoring job. |
CfnModelQualityJobDefinition.MonitoringOutputConfigProperty | The output configuration for monitoring jobs. |
CfnModelQualityJobDefinition.MonitoringOutputProperty | The output object for a monitoring job. |
CfnModelQualityJobDefinition.MonitoringResourcesProperty | Identifies the resources to deploy for a monitoring job. |
CfnModelQualityJobDefinition.NetworkConfigProperty | Networking options for a job, such as network traffic encryption between containers, whether to allow inbound and outbound network calls to and from containers, and the VPC subnets and security groups to use for VPC-enabled jobs. |
CfnModelQualityJobDefinition.S3OutputProperty | The Amazon S3 storage location where the results of a monitoring job are saved. |
CfnModelQualityJobDefinition.StoppingConditionProperty | Specifies a limit to how long a model training job or model compilation job can run. |
CfnModelQualityJobDefinition.VpcConfigProperty | Specifies a VPC that your training jobs and hosted models have access to. |
CfnModelQualityJobDefinitionProps | Properties for defining a |
CfnMonitoringSchedule | A CloudFormation |
CfnMonitoringSchedule.BaselineConfigProperty | Baseline configuration used to validate that the data conforms to the specified constraints and statistics. |
CfnMonitoringSchedule.BatchTransformInputProperty | |
CfnMonitoringSchedule.ClusterConfigProperty | Configuration for the cluster used to run model monitoring jobs. |
CfnMonitoringSchedule.ConstraintsResourceProperty | The Amazon S3 URI for the constraints resource. |
CfnMonitoringSchedule.CsvProperty | |
CfnMonitoringSchedule.DatasetFormatProperty | |
CfnMonitoringSchedule.EndpointInputProperty | Input object for the endpoint. |
CfnMonitoringSchedule.JsonProperty | |
CfnMonitoringSchedule.MonitoringAppSpecificationProperty | Container image configuration object for the monitoring job. |
CfnMonitoringSchedule.MonitoringExecutionSummaryProperty | Summary of information about the last monitoring job to run. |
CfnMonitoringSchedule.MonitoringInputProperty | The inputs for a monitoring job. |
CfnMonitoringSchedule.MonitoringJobDefinitionProperty | Defines the monitoring job. |
CfnMonitoringSchedule.MonitoringOutputConfigProperty | The output configuration for monitoring jobs. |
CfnMonitoringSchedule.MonitoringOutputProperty | The output object for a monitoring job. |
CfnMonitoringSchedule.MonitoringResourcesProperty | Identifies the resources to deploy for a monitoring job. |
CfnMonitoringSchedule.MonitoringScheduleConfigProperty | Configures the monitoring schedule and defines the monitoring job. |
CfnMonitoringSchedule.NetworkConfigProperty | Networking options for a job, such as network traffic encryption between containers, whether to allow inbound and outbound network calls to and from containers, and the VPC subnets and security groups to use for VPC-enabled jobs. |
CfnMonitoringSchedule.S3OutputProperty | Information about where and how you want to store the results of a monitoring job. |
CfnMonitoringSchedule.ScheduleConfigProperty | Configuration details about the monitoring schedule. |
CfnMonitoringSchedule.StatisticsResourceProperty | The baseline statistics file in Amazon S3 that the current monitoring job should be validated against. |
CfnMonitoringSchedule.StoppingConditionProperty | Specifies a limit to how long a model training job or model compilation job can run. |
CfnMonitoringSchedule.VpcConfigProperty | Specifies a VPC that your training jobs and hosted models have access to. |
CfnMonitoringScheduleProps | Properties for defining a |
CfnNotebookInstance | A CloudFormation |
CfnNotebookInstance.InstanceMetadataServiceConfigurationProperty | Information on the IMDS configuration of the notebook instance. |
CfnNotebookInstanceLifecycleConfig | A CloudFormation |
CfnNotebookInstanceLifecycleConfig.NotebookInstanceLifecycleHookProperty | Specifies the notebook instance lifecycle configuration script. |
CfnNotebookInstanceLifecycleConfigProps | Properties for defining a |
CfnNotebookInstanceProps | Properties for defining a |
CfnPipeline | A CloudFormation |
CfnPipeline.ParallelismConfigurationProperty | Configuration that controls the parallelism of the pipeline. |
CfnPipeline.PipelineDefinitionProperty | |
CfnPipeline.S3LocationProperty | |
CfnPipelineProps | Properties for defining a |
CfnProject | A CloudFormation |
CfnProject.ProvisioningParameterProperty | A key value pair used when you provision a project as a service catalog product. |
CfnProject.ServiceCatalogProvisionedProductDetailsProperty | Details of a provisioned service catalog product. |
CfnProject.ServiceCatalogProvisioningDetailsProperty | Details that you specify to provision a service catalog product. |
CfnProjectProps | Properties for defining a |
CfnSpace | A CloudFormation |
CfnSpace.CustomImageProperty | A custom SageMaker image. |
CfnSpace.JupyterServerAppSettingsProperty | The JupyterServer app settings. |
CfnSpace.KernelGatewayAppSettingsProperty | The KernelGateway app settings. |
CfnSpace.ResourceSpecProperty | Specifies the ARN's of a SageMaker image and SageMaker image version, and the instance type that the version runs on. |
CfnSpace.SpaceSettingsProperty | A collection of space settings. |
CfnSpaceProps | Properties for defining a |
CfnUserProfile | A CloudFormation |
CfnUserProfile.CustomImageProperty | A custom SageMaker image. |
CfnUserProfile.JupyterServerAppSettingsProperty | The JupyterServer app settings. |
CfnUserProfile.KernelGatewayAppSettingsProperty | The KernelGateway app settings. |
CfnUserProfile.ResourceSpecProperty | Specifies the ARN's of a SageMaker image and SageMaker image version, and the instance type that the version runs on. |
CfnUserProfile.RStudioServerProAppSettingsProperty | A collection of settings that configure user interaction with the |
CfnUserProfile.SharingSettingsProperty | Specifies options when sharing an Amazon SageMaker Studio notebook. |
CfnUserProfile.UserSettingsProperty | A collection of settings that apply to users of Amazon SageMaker Studio. |
CfnUserProfileProps | Properties for defining a |
CfnWorkteam | A CloudFormation |
CfnWorkteam.CognitoMemberDefinitionProperty | Identifies a Amazon Cognito user group. |
CfnWorkteam.MemberDefinitionProperty | Defines an Amazon Cognito or your own OIDC IdP user group that is part of a work team. |
CfnWorkteam.NotificationConfigurationProperty | Configures Amazon SNS notifications of available or expiring work items for work teams. |
CfnWorkteam.OidcMemberDefinitionProperty | A list of user groups that exist in your OIDC Identity Provider (IdP). |
CfnWorkteamProps | Properties for defining a |
Interfaces
CfnApp.IResourceSpecProperty | Specifies the ARN's of a SageMaker image and SageMaker image version, and the instance type that the version runs on. |
CfnAppImageConfig.IFileSystemConfigProperty | The Amazon Elastic File System (EFS) storage configuration for a SageMaker image. |
CfnAppImageConfig.IKernelGatewayImageConfigProperty | The configuration for the file system and kernels in a SageMaker image running as a KernelGateway app. |
CfnAppImageConfig.IKernelSpecProperty | The specification of a Jupyter kernel. |
CfnCodeRepository.IGitConfigProperty | Specifies configuration details for a Git repository in your AWS account. |
CfnDataQualityJobDefinition.IBatchTransformInputProperty | |
CfnDataQualityJobDefinition.IClusterConfigProperty | The configuration for the cluster of resources used to run the processing job. |
CfnDataQualityJobDefinition.IConstraintsResourceProperty | The constraints resource for a monitoring job. |
CfnDataQualityJobDefinition.ICsvProperty | |
CfnDataQualityJobDefinition.IDataQualityAppSpecificationProperty | Information about the container that a data quality monitoring job runs. |
CfnDataQualityJobDefinition.IDataQualityBaselineConfigProperty | Configuration for monitoring constraints and monitoring statistics. |
CfnDataQualityJobDefinition.IDataQualityJobInputProperty | The input for the data quality monitoring job. |
CfnDataQualityJobDefinition.IDatasetFormatProperty | |
CfnDataQualityJobDefinition.IEndpointInputProperty | Input object for the endpoint. |
CfnDataQualityJobDefinition.IJsonProperty | |
CfnDataQualityJobDefinition.IMonitoringOutputConfigProperty | The output configuration for monitoring jobs. |
CfnDataQualityJobDefinition.IMonitoringOutputProperty | The output object for a monitoring job. |
CfnDataQualityJobDefinition.IMonitoringResourcesProperty | Identifies the resources to deploy for a monitoring job. |
CfnDataQualityJobDefinition.INetworkConfigProperty | Networking options for a job, such as network traffic encryption between containers, whether to allow inbound and outbound network calls to and from containers, and the VPC subnets and security groups to use for VPC-enabled jobs. |
CfnDataQualityJobDefinition.IS3OutputProperty | The Amazon S3 storage location where the results of a monitoring job are saved. |
CfnDataQualityJobDefinition.IStatisticsResourceProperty | The statistics resource for a monitoring job. |
CfnDataQualityJobDefinition.IStoppingConditionProperty | Specifies a limit to how long a model training job or model compilation job can run. |
CfnDataQualityJobDefinition.IVpcConfigProperty | Specifies a VPC that your training jobs and hosted models have access to. |
CfnDevice.IDeviceProperty | Information of a particular device. |
CfnDeviceFleet.IEdgeOutputConfigProperty | The output configuration for storing sample data collected by the fleet. |
CfnDomain.ICustomImageProperty | A custom SageMaker image. |
CfnDomain.IDefaultSpaceSettingsProperty | A collection of settings that apply to spaces created in the Domain. |
CfnDomain.IDomainSettingsProperty | A collection of settings that apply to the |
CfnDomain.IJupyterServerAppSettingsProperty | The JupyterServer app settings. |
CfnDomain.IKernelGatewayAppSettingsProperty | The KernelGateway app settings. |
CfnDomain.IResourceSpecProperty | Specifies the ARN's of a SageMaker image and SageMaker image version, and the instance type that the version runs on. |
CfnDomain.IRSessionAppSettingsProperty | A collection of settings that apply to an |
CfnDomain.IRStudioServerProAppSettingsProperty | A collection of settings that configure user interaction with the |
CfnDomain.IRStudioServerProDomainSettingsProperty | A collection of settings that configure the |
CfnDomain.ISharingSettingsProperty | Specifies options when sharing an Amazon SageMaker Studio notebook. |
CfnDomain.IUserSettingsProperty | A collection of settings that apply to users of Amazon SageMaker Studio. |
CfnEndpoint.IAlarmProperty | An Amazon CloudWatch alarm configured to monitor metrics on an endpoint. |
CfnEndpoint.IAutoRollbackConfigProperty | Automatic rollback configuration for handling endpoint deployment failures and recovery. |
CfnEndpoint.IBlueGreenUpdatePolicyProperty | Update policy for a blue/green deployment. |
CfnEndpoint.ICapacitySizeProperty | Specifies the endpoint capacity to activate for production. |
CfnEndpoint.IDeploymentConfigProperty | The deployment configuration for an endpoint, which contains the desired deployment strategy and rollback configurations. |
CfnEndpoint.ITrafficRoutingConfigProperty | Defines the traffic routing strategy during an endpoint deployment to shift traffic from the old fleet to the new fleet. |
CfnEndpoint.IVariantPropertyProperty | Specifies a production variant property type for an Endpoint. |
CfnEndpointConfig.IAsyncInferenceClientConfigProperty | Configures the behavior of the client used by SageMaker to interact with the model container during asynchronous inference. |
CfnEndpointConfig.IAsyncInferenceConfigProperty | Specifies configuration for how an endpoint performs asynchronous inference. |
CfnEndpointConfig.IAsyncInferenceNotificationConfigProperty | Specifies the configuration for notifications of inference results for asynchronous inference. |
CfnEndpointConfig.IAsyncInferenceOutputConfigProperty | Specifies the configuration for asynchronous inference invocation outputs. |
CfnEndpointConfig.ICaptureContentTypeHeaderProperty | Specifies the JSON and CSV content types of the data that the endpoint captures. |
CfnEndpointConfig.ICaptureOptionProperty | Specifies whether the endpoint captures input data or output data. |
CfnEndpointConfig.IClarifyExplainerConfigProperty | |
CfnEndpointConfig.IClarifyInferenceConfigProperty | |
CfnEndpointConfig.IClarifyShapBaselineConfigProperty | |
CfnEndpointConfig.IClarifyShapConfigProperty | |
CfnEndpointConfig.IClarifyTextConfigProperty | |
CfnEndpointConfig.IDataCaptureConfigProperty | Specifies the configuration of your endpoint for model monitor data capture. |
CfnEndpointConfig.IExplainerConfigProperty | |
CfnEndpointConfig.IProductionVariantProperty | Specifies a model that you want to host and the resources to deploy for hosting it. |
CfnEndpointConfig.IServerlessConfigProperty | Specifies the serverless configuration for an endpoint variant. |
CfnFeatureGroup.IDataCatalogConfigProperty | The meta data of the Glue table which serves as data catalog for the |
CfnFeatureGroup.IFeatureDefinitionProperty | A list of features. |
CfnFeatureGroup.IOfflineStoreConfigProperty | The configuration of an |
CfnFeatureGroup.IOnlineStoreConfigProperty | Use this to specify the AWS Key Management Service (KMS) Key ID, or |
CfnFeatureGroup.IOnlineStoreSecurityConfigProperty | The security configuration for |
CfnFeatureGroup.IS3StorageConfigProperty | The Amazon Simple Storage (Amazon S3) location and and security configuration for |
CfnInferenceExperiment.ICaptureContentTypeHeaderProperty | Configuration specifying how to treat different headers. |
CfnInferenceExperiment.IDataStorageConfigProperty | The Amazon S3 location and configuration for storing inference request and response data. |
CfnInferenceExperiment.IEndpointMetadataProperty | The metadata of the endpoint. |
CfnInferenceExperiment.IInferenceExperimentScheduleProperty | The start and end times of an inference experiment. |
CfnInferenceExperiment.IModelInfrastructureConfigProperty | The configuration for the infrastructure that the model will be deployed to. |
CfnInferenceExperiment.IModelVariantConfigProperty | Contains information about the deployment options of a model. |
CfnInferenceExperiment.IRealTimeInferenceConfigProperty | The infrastructure configuration for deploying the model to a real-time inference endpoint. |
CfnInferenceExperiment.IShadowModeConfigProperty | The configuration of |
CfnInferenceExperiment.IShadowModelVariantConfigProperty | The name and sampling percentage of a shadow variant. |
CfnModel.IContainerDefinitionProperty | Describes the container, as part of model definition. |
CfnModel.IImageConfigProperty | Specifies whether the model container is in Amazon ECR or a private Docker registry accessible from your Amazon Virtual Private Cloud (VPC). |
CfnModel.IInferenceExecutionConfigProperty | Specifies details about how containers in a multi-container endpoint are run. |
CfnModel.IMultiModelConfigProperty | Specifies additional configuration for hosting multi-model endpoints. |
CfnModel.IRepositoryAuthConfigProperty | Specifies an authentication configuration for the private docker registry where your model image is hosted. |
CfnModel.IVpcConfigProperty | Specifies a VPC that your training jobs and hosted models have access to. |
CfnModelBiasJobDefinition.IBatchTransformInputProperty | |
CfnModelBiasJobDefinition.IClusterConfigProperty | The configuration for the cluster resources used to run the processing job. |
CfnModelBiasJobDefinition.IConstraintsResourceProperty | The constraints resource for a monitoring job. |
CfnModelBiasJobDefinition.ICsvProperty | |
CfnModelBiasJobDefinition.IDatasetFormatProperty | |
CfnModelBiasJobDefinition.IEndpointInputProperty | Input object for the endpoint. |
CfnModelBiasJobDefinition.IJsonProperty | |
CfnModelBiasJobDefinition.IModelBiasAppSpecificationProperty | Docker container image configuration object for the model bias job. |
CfnModelBiasJobDefinition.IModelBiasBaselineConfigProperty | The configuration for a baseline model bias job. |
CfnModelBiasJobDefinition.IModelBiasJobInputProperty | Inputs for the model bias job. |
CfnModelBiasJobDefinition.IMonitoringGroundTruthS3InputProperty | The ground truth labels for the dataset used for the monitoring job. |
CfnModelBiasJobDefinition.IMonitoringOutputConfigProperty | The output configuration for monitoring jobs. |
CfnModelBiasJobDefinition.IMonitoringOutputProperty | The output object for a monitoring job. |
CfnModelBiasJobDefinition.IMonitoringResourcesProperty | Identifies the resources to deploy for a monitoring job. |
CfnModelBiasJobDefinition.INetworkConfigProperty | Networking options for a job, such as network traffic encryption between containers, whether to allow inbound and outbound network calls to and from containers, and the VPC subnets and security groups to use for VPC-enabled jobs. |
CfnModelBiasJobDefinition.IS3OutputProperty | The Amazon S3 storage location where the results of a monitoring job are saved. |
CfnModelBiasJobDefinition.IStoppingConditionProperty | Specifies a limit to how long a model training job or model compilation job can run. |
CfnModelBiasJobDefinition.IVpcConfigProperty | Specifies a VPC that your training jobs and hosted models have access to. |
CfnModelCard.IAdditionalInformationProperty | Additional information about the model. |
CfnModelCard.IBusinessDetailsProperty | Information about how the model supports business goals. |
CfnModelCard.IContainerProperty | |
CfnModelCard.IContentProperty | The content of the model card. |
CfnModelCard.IEvaluationDetailProperty | The evaluation details of the model. |
CfnModelCard.IFunctionProperty | Function details. |
CfnModelCard.IInferenceEnvironmentProperty | An overview of a model's inference environment. |
CfnModelCard.IInferenceSpecificationProperty | |
CfnModelCard.IIntendedUsesProperty | The intended uses of a model. |
CfnModelCard.IMetricDataItemsProperty | Metric data. |
CfnModelCard.IMetricGroupProperty | A group of metric data that you use to initialize a metric group object. |
CfnModelCard.IModelOverviewProperty | An overview about the model. |
CfnModelCard.IModelPackageCreatorProperty | |
CfnModelCard.IModelPackageDetailsProperty | |
CfnModelCard.IObjectiveFunctionProperty | The function that is optimized during model training. |
CfnModelCard.ISecurityConfigProperty | The security configuration used to protect model card data. |
CfnModelCard.ISourceAlgorithmProperty | |
CfnModelCard.ITrainingDetailsProperty | The training details of the model. |
CfnModelCard.ITrainingEnvironmentProperty | SageMaker training image. |
CfnModelCard.ITrainingHyperParameterProperty | A hyper parameter that was configured in training the model. |
CfnModelCard.ITrainingJobDetailsProperty | The overview of a training job. |
CfnModelCard.ITrainingMetricProperty | A result from a SageMaker training job. |
CfnModelCard.IUserContextProperty | Information about the user who created or modified an experiment, trial, trial component, lineage group, project, or model card. |
CfnModelExplainabilityJobDefinition.IBatchTransformInputProperty | |
CfnModelExplainabilityJobDefinition.IClusterConfigProperty | The configuration for the cluster resources used to run the processing job. |
CfnModelExplainabilityJobDefinition.IConstraintsResourceProperty | Input object for the endpoint. |
CfnModelExplainabilityJobDefinition.ICsvProperty | |
CfnModelExplainabilityJobDefinition.IDatasetFormatProperty | |
CfnModelExplainabilityJobDefinition.IEndpointInputProperty | Input object for the endpoint. |
CfnModelExplainabilityJobDefinition.IJsonProperty | |
CfnModelExplainabilityJobDefinition.IModelExplainabilityAppSpecificationProperty | Docker container image configuration object for the model explainability job. |
CfnModelExplainabilityJobDefinition.IModelExplainabilityBaselineConfigProperty | The configuration for a baseline model explainability job. |
CfnModelExplainabilityJobDefinition.IModelExplainabilityJobInputProperty | Inputs for the model explainability job. |
CfnModelExplainabilityJobDefinition.IMonitoringOutputConfigProperty | The output configuration for monitoring jobs. |
CfnModelExplainabilityJobDefinition.IMonitoringOutputProperty | The output object for a monitoring job. |
CfnModelExplainabilityJobDefinition.IMonitoringResourcesProperty | Identifies the resources to deploy for a monitoring job. |
CfnModelExplainabilityJobDefinition.INetworkConfigProperty | Networking options for a job, such as network traffic encryption between containers, whether to allow inbound and outbound network calls to and from containers, and the VPC subnets and security groups to use for VPC-enabled jobs. |
CfnModelExplainabilityJobDefinition.IS3OutputProperty | The Amazon S3 storage location where the results of a monitoring job are saved. |
CfnModelExplainabilityJobDefinition.IStoppingConditionProperty | Specifies a limit to how long a model training job or model compilation job can run. |
CfnModelExplainabilityJobDefinition.IVpcConfigProperty | Specifies a VPC that your training jobs and hosted models have access to. |
CfnModelPackage.IAdditionalInferenceSpecificationDefinitionProperty | A structure of additional Inference Specification. |
CfnModelPackage.IBiasProperty | Contains bias metrics for a model. |
CfnModelPackage.IDataSourceProperty | Describes the location of the channel data. |
CfnModelPackage.IDriftCheckBaselinesProperty | Represents the drift check baselines that can be used when the model monitor is set using the model package. |
CfnModelPackage.IDriftCheckBiasProperty | Represents the drift check bias baselines that can be used when the model monitor is set using the model package. |
CfnModelPackage.IDriftCheckExplainabilityProperty | Represents the drift check explainability baselines that can be used when the model monitor is set using the model package. |
CfnModelPackage.IDriftCheckModelDataQualityProperty | Represents the drift check data quality baselines that can be used when the model monitor is set using the model package. |
CfnModelPackage.IDriftCheckModelQualityProperty | Represents the drift check model quality baselines that can be used when the model monitor is set using the model package. |
CfnModelPackage.IExplainabilityProperty | Contains explainability metrics for a model. |
CfnModelPackage.IFileSourceProperty | Contains details regarding the file source. |
CfnModelPackage.IInferenceSpecificationProperty | Defines how to perform inference generation after a training job is run. |
CfnModelPackage.IMetadataPropertiesProperty | Metadata properties of the tracking entity, trial, or trial component. |
CfnModelPackage.IMetricsSourceProperty | Details about the metrics source. |
CfnModelPackage.IModelDataQualityProperty | Data quality constraints and statistics for a model. |
CfnModelPackage.IModelInputProperty | Input object for the model. |
CfnModelPackage.IModelMetricsProperty | Contains metrics captured from a model. |
CfnModelPackage.IModelPackageContainerDefinitionProperty | Describes the Docker container for the model package. |
CfnModelPackage.IModelPackageStatusDetailsProperty | Specifies the validation and image scan statuses of the model package. |
CfnModelPackage.IModelPackageStatusItemProperty | Represents the overall status of a model package. |
CfnModelPackage.IModelQualityProperty | Model quality statistics and constraints. |
CfnModelPackage.IS3DataSourceProperty | Describes the S3 data source. |
CfnModelPackage.ISourceAlgorithmProperty | Specifies an algorithm that was used to create the model package. |
CfnModelPackage.ISourceAlgorithmSpecificationProperty | A list of algorithms that were used to create a model package. |
CfnModelPackage.ITransformInputProperty | Describes the input source of a transform job and the way the transform job consumes it. |
CfnModelPackage.ITransformJobDefinitionProperty | Defines the input needed to run a transform job using the inference specification specified in the algorithm. |
CfnModelPackage.ITransformOutputProperty | Describes the results of a transform job. |
CfnModelPackage.ITransformResourcesProperty | Describes the resources, including ML instance types and ML instance count, to use for transform job. |
CfnModelPackage.IUserContextProperty | Information about the user who created or modified an experiment, trial, trial component, lineage group, project, or model card. |
CfnModelPackage.IValidationProfileProperty | Contains data, such as the inputs and targeted instance types that are used in the process of validating the model package. |
CfnModelPackage.IValidationSpecificationProperty | Specifies batch transform jobs that SageMaker runs to validate your model package. |
CfnModelQualityJobDefinition.IBatchTransformInputProperty | |
CfnModelQualityJobDefinition.IClusterConfigProperty | The configuration for the cluster of resources used to run the processing job. |
CfnModelQualityJobDefinition.IConstraintsResourceProperty | The constraints resource for a monitoring job. |
CfnModelQualityJobDefinition.ICsvProperty | |
CfnModelQualityJobDefinition.IDatasetFormatProperty | |
CfnModelQualityJobDefinition.IEndpointInputProperty | Input object for the endpoint. |
CfnModelQualityJobDefinition.IJsonProperty | |
CfnModelQualityJobDefinition.IModelQualityAppSpecificationProperty | Container image configuration object for the monitoring job. |
CfnModelQualityJobDefinition.IModelQualityBaselineConfigProperty | Configuration for monitoring constraints and monitoring statistics. |
CfnModelQualityJobDefinition.IModelQualityJobInputProperty | The input for the model quality monitoring job. |
CfnModelQualityJobDefinition.IMonitoringGroundTruthS3InputProperty | The ground truth labels for the dataset used for the monitoring job. |
CfnModelQualityJobDefinition.IMonitoringOutputConfigProperty | The output configuration for monitoring jobs. |
CfnModelQualityJobDefinition.IMonitoringOutputProperty | The output object for a monitoring job. |
CfnModelQualityJobDefinition.IMonitoringResourcesProperty | Identifies the resources to deploy for a monitoring job. |
CfnModelQualityJobDefinition.INetworkConfigProperty | Networking options for a job, such as network traffic encryption between containers, whether to allow inbound and outbound network calls to and from containers, and the VPC subnets and security groups to use for VPC-enabled jobs. |
CfnModelQualityJobDefinition.IS3OutputProperty | The Amazon S3 storage location where the results of a monitoring job are saved. |
CfnModelQualityJobDefinition.IStoppingConditionProperty | Specifies a limit to how long a model training job or model compilation job can run. |
CfnModelQualityJobDefinition.IVpcConfigProperty | Specifies a VPC that your training jobs and hosted models have access to. |
CfnMonitoringSchedule.IBaselineConfigProperty | Baseline configuration used to validate that the data conforms to the specified constraints and statistics. |
CfnMonitoringSchedule.IBatchTransformInputProperty | |
CfnMonitoringSchedule.IClusterConfigProperty | Configuration for the cluster used to run model monitoring jobs. |
CfnMonitoringSchedule.IConstraintsResourceProperty | The Amazon S3 URI for the constraints resource. |
CfnMonitoringSchedule.ICsvProperty | |
CfnMonitoringSchedule.IDatasetFormatProperty | |
CfnMonitoringSchedule.IEndpointInputProperty | Input object for the endpoint. |
CfnMonitoringSchedule.IJsonProperty | |
CfnMonitoringSchedule.IMonitoringAppSpecificationProperty | Container image configuration object for the monitoring job. |
CfnMonitoringSchedule.IMonitoringExecutionSummaryProperty | Summary of information about the last monitoring job to run. |
CfnMonitoringSchedule.IMonitoringInputProperty | The inputs for a monitoring job. |
CfnMonitoringSchedule.IMonitoringJobDefinitionProperty | Defines the monitoring job. |
CfnMonitoringSchedule.IMonitoringOutputConfigProperty | The output configuration for monitoring jobs. |
CfnMonitoringSchedule.IMonitoringOutputProperty | The output object for a monitoring job. |
CfnMonitoringSchedule.IMonitoringResourcesProperty | Identifies the resources to deploy for a monitoring job. |
CfnMonitoringSchedule.IMonitoringScheduleConfigProperty | Configures the monitoring schedule and defines the monitoring job. |
CfnMonitoringSchedule.INetworkConfigProperty | Networking options for a job, such as network traffic encryption between containers, whether to allow inbound and outbound network calls to and from containers, and the VPC subnets and security groups to use for VPC-enabled jobs. |
CfnMonitoringSchedule.IS3OutputProperty | Information about where and how you want to store the results of a monitoring job. |
CfnMonitoringSchedule.IScheduleConfigProperty | Configuration details about the monitoring schedule. |
CfnMonitoringSchedule.IStatisticsResourceProperty | The baseline statistics file in Amazon S3 that the current monitoring job should be validated against. |
CfnMonitoringSchedule.IStoppingConditionProperty | Specifies a limit to how long a model training job or model compilation job can run. |
CfnMonitoringSchedule.IVpcConfigProperty | Specifies a VPC that your training jobs and hosted models have access to. |
CfnNotebookInstance.IInstanceMetadataServiceConfigurationProperty | Information on the IMDS configuration of the notebook instance. |
CfnNotebookInstanceLifecycleConfig.INotebookInstanceLifecycleHookProperty | Specifies the notebook instance lifecycle configuration script. |
CfnPipeline.IParallelismConfigurationProperty | Configuration that controls the parallelism of the pipeline. |
CfnPipeline.IPipelineDefinitionProperty | |
CfnPipeline.IS3LocationProperty | |
CfnProject.IProvisioningParameterProperty | A key value pair used when you provision a project as a service catalog product. |
CfnProject.IServiceCatalogProvisionedProductDetailsProperty | Details of a provisioned service catalog product. |
CfnProject.IServiceCatalogProvisioningDetailsProperty | Details that you specify to provision a service catalog product. |
CfnSpace.ICustomImageProperty | A custom SageMaker image. |
CfnSpace.IJupyterServerAppSettingsProperty | The JupyterServer app settings. |
CfnSpace.IKernelGatewayAppSettingsProperty | The KernelGateway app settings. |
CfnSpace.IResourceSpecProperty | Specifies the ARN's of a SageMaker image and SageMaker image version, and the instance type that the version runs on. |
CfnSpace.ISpaceSettingsProperty | A collection of space settings. |
CfnUserProfile.ICustomImageProperty | A custom SageMaker image. |
CfnUserProfile.IJupyterServerAppSettingsProperty | The JupyterServer app settings. |
CfnUserProfile.IKernelGatewayAppSettingsProperty | The KernelGateway app settings. |
CfnUserProfile.IResourceSpecProperty | Specifies the ARN's of a SageMaker image and SageMaker image version, and the instance type that the version runs on. |
CfnUserProfile.IRStudioServerProAppSettingsProperty | A collection of settings that configure user interaction with the |
CfnUserProfile.ISharingSettingsProperty | Specifies options when sharing an Amazon SageMaker Studio notebook. |
CfnUserProfile.IUserSettingsProperty | A collection of settings that apply to users of Amazon SageMaker Studio. |
CfnWorkteam.ICognitoMemberDefinitionProperty | Identifies a Amazon Cognito user group. |
CfnWorkteam.IMemberDefinitionProperty | Defines an Amazon Cognito or your own OIDC IdP user group that is part of a work team. |
CfnWorkteam.INotificationConfigurationProperty | Configures Amazon SNS notifications of available or expiring work items for work teams. |
CfnWorkteam.IOidcMemberDefinitionProperty | A list of user groups that exist in your OIDC Identity Provider (IdP). |
ICfnAppImageConfigProps | Properties for defining a |
ICfnAppProps | Properties for defining a |
ICfnCodeRepositoryProps | Properties for defining a |
ICfnDataQualityJobDefinitionProps | Properties for defining a |
ICfnDeviceFleetProps | Properties for defining a |
ICfnDeviceProps | Properties for defining a |
ICfnDomainProps | Properties for defining a |
ICfnEndpointConfigProps | Properties for defining a |
ICfnEndpointProps | Properties for defining a |
ICfnFeatureGroupProps | Properties for defining a |
ICfnImageProps | Properties for defining a |
ICfnImageVersionProps | Properties for defining a |
ICfnInferenceExperimentProps | Properties for defining a |
ICfnModelBiasJobDefinitionProps | Properties for defining a |
ICfnModelCardProps | Properties for defining a |
ICfnModelExplainabilityJobDefinitionProps | Properties for defining a |
ICfnModelPackageGroupProps | Properties for defining a |
ICfnModelPackageProps | Properties for defining a |
ICfnModelProps | Properties for defining a |
ICfnModelQualityJobDefinitionProps | Properties for defining a |
ICfnMonitoringScheduleProps | Properties for defining a |
ICfnNotebookInstanceLifecycleConfigProps | Properties for defining a |
ICfnNotebookInstanceProps | Properties for defining a |
ICfnPipelineProps | Properties for defining a |
ICfnProjectProps | Properties for defining a |
ICfnSpaceProps | Properties for defining a |
ICfnUserProfileProps | Properties for defining a |
ICfnWorkteamProps | Properties for defining a |