Uses of Package
software.amazon.awscdk.cfnpropertymixins.services.sagemaker
Packages that use software.amazon.awscdk.cfnpropertymixins.services.sagemaker
-
Classes in software.amazon.awscdk.cfnpropertymixins.services.sagemaker used by software.amazon.awscdk.cfnpropertymixins.services.sagemakerClassDescriptionProperties for CfnAppImageConfigPropsMixin.A builder for
CfnAppImageConfigMixinPropsCreates a configuration for running a SageMaker AI image as a KernelGateway app.A fluent builder forCfnAppImageConfigPropsMixin.The configuration for the file system and kernels in a SageMaker image running as a Code Editor app.The configuration used to run the application image container.A builder forCfnAppImageConfigPropsMixin.ContainerConfigPropertyThe environment variables to set in the container.The Amazon Elastic File System storage configuration for a SageMaker AI image.A builder forCfnAppImageConfigPropsMixin.FileSystemConfigPropertyThe configuration for the file system and kernels in a SageMaker AI image running as a JupyterLab app.The configuration for the file system and kernels in a SageMaker AI image running as a KernelGateway app.The specification of a Jupyter kernel.A builder forCfnAppImageConfigPropsMixin.KernelSpecPropertyProperties for CfnAppPropsMixin.A builder forCfnAppMixinPropsCreates a running app for the specified UserProfile.A fluent builder forCfnAppPropsMixin.Specifies the ARN's of a SageMaker AI image and SageMaker AI image version, and the instance type that the version runs on.A builder forCfnAppPropsMixin.ResourceSpecPropertyProperties for CfnClusterPropsMixin.A builder forCfnClusterMixinPropsCreates an Amazon SageMaker HyperPod cluster.The details of the alarm to monitor during the AMI update.A builder forCfnClusterPropsMixin.AlarmDetailsPropertyA fluent builder forCfnClusterPropsMixin.The configuration of the size measurements of the AMI update.A builder forCfnClusterPropsMixin.CapacitySizeConfigPropertySpecifies the autoscaling configuration for a HyperPod cluster.A builder forCfnClusterPropsMixin.ClusterAutoScalingConfigPropertyDefines the instance capacity requirements for an instance group, including configurations for both Spot and On-Demand capacity types.A builder forCfnClusterPropsMixin.ClusterCapacityRequirementsPropertyDefines the configuration for attaching an additional Amazon Elastic Block Store (EBS) volume to each instance of the SageMaker HyperPod cluster instance group.A builder forCfnClusterPropsMixin.ClusterEbsVolumeConfigPropertyConfiguration for mounting an Amazon FSx Lustre file system to the instances in the SageMaker HyperPod cluster instance group.A builder forCfnClusterPropsMixin.ClusterFsxLustreConfigPropertyConfiguration for mounting an Amazon FSx OpenZFS file system to the instances in the SageMaker HyperPod cluster instance group.A builder forCfnClusterPropsMixin.ClusterFsxOpenZfsConfigPropertyThe configuration information of the instance group within the HyperPod cluster.A builder forCfnClusterPropsMixin.ClusterInstanceGroupPropertyDefines the configuration for attaching additional storage to the instances in the SageMaker HyperPod cluster instance group.Kubernetes configuration that specifies labels and taints to be applied to cluster nodes in an instance group.A builder forCfnClusterPropsMixin.ClusterKubernetesConfigPropertyA Kubernetes taint that can be applied to cluster nodes.A builder forCfnClusterPropsMixin.ClusterKubernetesTaintPropertyThe lifecycle configuration for a SageMaker HyperPod cluster.A builder forCfnClusterPropsMixin.ClusterLifeCycleConfigPropertyThe configuration for the Amazon EKS cluster that is used as the orchestrator for the SageMaker HyperPod cluster.Specifies parameter(s) related to Slurm as orchestrator.Details of a restricted instance group in a SageMaker HyperPod cluster.Slurm configuration for the instance group.A builder forCfnClusterPropsMixin.ClusterSlurmConfigPropertyThe deployment configuration for an endpoint, which contains the desired deployment strategy and rollback configurations.A builder forCfnClusterPropsMixin.DeploymentConfigPropertyThe configuration for the restricted instance groups (RIG) environment.A builder forCfnClusterPropsMixin.EnvironmentConfigPropertyConfiguration settings for an Amazon FSx for Lustre file system to be used with the cluster.A builder forCfnClusterPropsMixin.FSxLustreConfigPropertyThe orchestrator for a SageMaker HyperPod cluster.A builder forCfnClusterPropsMixin.OrchestratorPropertySpecifies a rolling deployment strategy for updating a SageMaker endpoint.A builder forCfnClusterPropsMixin.RollingUpdatePolicyPropertyThe configuration object of the schedule that SageMaker follows when updating the AMI.A builder forCfnClusterPropsMixin.ScheduledUpdateConfigPropertyConfiguration for tiered storage in the SageMaker HyperPod cluster.A builder forCfnClusterPropsMixin.TieredStorageConfigPropertySpecifies an Amazon Virtual Private Cloud (VPC) that your SageMaker jobs, hosted models, and compute resources have access to.A builder forCfnClusterPropsMixin.VpcConfigPropertyProperties for CfnCodeRepositoryPropsMixin.A builder forCfnCodeRepositoryMixinPropsCreates a Git repository as a resource in your SageMaker AI account.A fluent builder forCfnCodeRepositoryPropsMixin.Specifies configuration details for a Git repository in your AWS account.A builder forCfnCodeRepositoryPropsMixin.GitConfigPropertyProperties for CfnDataQualityJobDefinitionPropsMixin.A builder forCfnDataQualityJobDefinitionMixinPropsCreates a definition for a job that monitors data quality and drift.Input object for the batch transform job.A fluent builder forCfnDataQualityJobDefinitionPropsMixin.The configuration for the cluster of resources used to run the processing job.The constraints resource for a monitoring job.The CSV format.A builder forCfnDataQualityJobDefinitionPropsMixin.CsvPropertyInformation about the container that a data quality monitoring job runs.Configuration for monitoring constraints and monitoring statistics.The input for the data quality monitoring job.The dataset format of the data to monitor.Input object for the endpoint.The Json format.A builder forCfnDataQualityJobDefinitionPropsMixin.JsonPropertyThe output configuration for monitoring jobs.The output object for a monitoring job.Identifies the resources to deploy for a monitoring job.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.The Amazon S3 storage location where the results of a monitoring job are saved.A builder forCfnDataQualityJobDefinitionPropsMixin.S3OutputPropertyThe statistics resource for a monitoring job.Specifies a limit to how long a job can run.Specifies an Amazon Virtual Private Cloud (VPC) that your SageMaker jobs, hosted models, and compute resources have access to.A builder forCfnDataQualityJobDefinitionPropsMixin.VpcConfigPropertyProperties for CfnDeviceFleetPropsMixin.A builder forCfnDeviceFleetMixinPropsTheAWS::SageMaker::DeviceFleetresource is an Amazon SageMaker resource type that allows you to create a DeviceFleet that manages your SageMaker Edge Manager Devices.A fluent builder forCfnDeviceFleetPropsMixin.The output configuration for storing sample data collected by the fleet.A builder forCfnDeviceFleetPropsMixin.EdgeOutputConfigPropertyProperties for CfnDevicePropsMixin.A builder forCfnDeviceMixinPropsTheAWS::SageMaker::Deviceresource is an Amazon SageMaker resource type that allows you to register your Devices against an existing SageMaker Edge Manager DeviceFleet.A fluent builder forCfnDevicePropsMixin.Information of a particular device.A builder forCfnDevicePropsMixin.DevicePropertyProperties for CfnDomainPropsMixin.A builder forCfnDomainMixinPropsCreates aDomain.Settings that are used to configure and manage the lifecycle of Amazon SageMaker Studio applications.A builder forCfnDomainPropsMixin.AppLifecycleManagementPropertyA fluent builder forCfnDomainPropsMixin.The Code Editor application settings.A builder forCfnDomainPropsMixin.CodeEditorAppSettingsPropertyA Git repository that SageMaker AI automatically displays to users for cloning in the JupyterServer application.A builder forCfnDomainPropsMixin.CodeRepositoryPropertyThe settings for assigning a custom file system to a user profile or space for an Amazon SageMaker AI Domain.A builder forCfnDomainPropsMixin.CustomFileSystemConfigPropertyA custom SageMaker AI image.A builder forCfnDomainPropsMixin.CustomImagePropertyDetails about the POSIX identity that is used for file system operations.A builder forCfnDomainPropsMixin.CustomPosixUserConfigPropertyA collection of default EBS storage settings that apply to spaces created within a domain or user profile.A builder forCfnDomainPropsMixin.DefaultEbsStorageSettingsPropertyThe default settings for shared spaces that users create in the domain.A builder forCfnDomainPropsMixin.DefaultSpaceSettingsPropertyThe default storage settings for a space.A builder forCfnDomainPropsMixin.DefaultSpaceStorageSettingsPropertyA collection of settings that configure the domain's Docker interaction.A builder forCfnDomainPropsMixin.DockerSettingsPropertyA collection of settings that apply to theSageMaker Domain.A builder forCfnDomainPropsMixin.DomainSettingsPropertyThe settings for assigning a custom Amazon EFS file system to a user profile or space for an Amazon SageMaker AI Domain.A builder forCfnDomainPropsMixin.EFSFileSystemConfigPropertyThe settings for assigning a custom Amazon FSx for Lustre file system to a user profile or space for an Amazon SageMaker Domain.A builder forCfnDomainPropsMixin.FSxLustreFileSystemConfigPropertyThe SageMaker images that are hidden from the Studio user interface.A builder forCfnDomainPropsMixin.HiddenSageMakerImagePropertySettings related to idle shutdown of Studio applications.A builder forCfnDomainPropsMixin.IdleSettingsPropertyThe settings for the JupyterLab application.A builder forCfnDomainPropsMixin.JupyterLabAppSettingsPropertyThe JupyterServer app settings.A builder forCfnDomainPropsMixin.JupyterServerAppSettingsPropertyThe KernelGateway app settings.A builder forCfnDomainPropsMixin.KernelGatewayAppSettingsPropertySpecifies the ARN's of a SageMaker AI image and SageMaker AI image version, and the instance type that the version runs on.A builder forCfnDomainPropsMixin.ResourceSpecPropertyA collection of settings that apply to anRSessionGatewayapp.A builder forCfnDomainPropsMixin.RSessionAppSettingsPropertyA collection of settings that configure user interaction with theRStudioServerProapp.A builder forCfnDomainPropsMixin.RStudioServerProAppSettingsPropertyA collection of settings that configure theRStudioServerProDomain-level app.Configuration for the custom Amazon S3 file system.A builder forCfnDomainPropsMixin.S3FileSystemConfigPropertySpecifies options when sharing an Amazon SageMaker Studio notebook.A builder forCfnDomainPropsMixin.SharingSettingsPropertyStudio settings.A builder forCfnDomainPropsMixin.StudioWebPortalSettingsPropertyThe settings that apply to an Amazon SageMaker AI domain when you use it in Amazon SageMaker Unified Studio.A builder forCfnDomainPropsMixin.UnifiedStudioSettingsPropertyA collection of settings that apply to users of Amazon SageMaker Studio.A builder forCfnDomainPropsMixin.UserSettingsPropertyProperties for CfnEndpointConfigPropsMixin.A builder forCfnEndpointConfigMixinPropsTheAWS::SageMaker::EndpointConfigresource creates a configuration for an Amazon SageMaker endpoint.Configures the behavior of the client used by SageMaker to interact with the model container during asynchronous inference.Specifies configuration for how an endpoint performs asynchronous inference.A builder forCfnEndpointConfigPropsMixin.AsyncInferenceConfigPropertySpecifies the configuration for notifications of inference results for asynchronous inference.Specifies the configuration for asynchronous inference invocation outputs.A fluent builder forCfnEndpointConfigPropsMixin.Example:Specifies the JSON and CSV content types of the data that the endpoint captures.Specifies whether the endpoint captures input data or output data.A builder forCfnEndpointConfigPropsMixin.CaptureOptionPropertyThe configuration parameters for the SageMaker Clarify explainer.The inference configuration parameter for the model container.The configuration for the SHAP baseline (also called the background or reference dataset) of the Kernal SHAP algorithm.The configuration for SHAP analysis using SageMaker Clarify Explainer.A builder forCfnEndpointConfigPropsMixin.ClarifyShapConfigPropertyA parameter used to configure the SageMaker Clarify explainer to treat text features as text so that explanations are provided for individual units of text.A builder forCfnEndpointConfigPropsMixin.ClarifyTextConfigPropertySpecifies the configuration of your endpoint for model monitor data capture.A builder forCfnEndpointConfigPropsMixin.DataCaptureConfigPropertyA parameter to activate explainers.A builder forCfnEndpointConfigPropsMixin.ExplainerConfigPropertyExample:Specifies a model that you want to host and the resources to deploy for hosting it.A builder forCfnEndpointConfigPropsMixin.ProductionVariantPropertyExample:A builder forCfnEndpointConfigPropsMixin.RoutingConfigPropertySpecifies the serverless configuration for an endpoint variant.A builder forCfnEndpointConfigPropsMixin.ServerlessConfigPropertyExample:A builder forCfnEndpointConfigPropsMixin.VpcConfigPropertyProperties for CfnEndpointPropsMixin.A builder forCfnEndpointMixinPropsUse theAWS::SageMaker::Endpointresource to create an endpoint using the specified configuration in the request.An Amazon CloudWatch alarm configured to monitor metrics on an endpoint.A builder forCfnEndpointPropsMixin.AlarmPropertyAutomatic rollback configuration for handling endpoint deployment failures and recovery.A builder forCfnEndpointPropsMixin.AutoRollbackConfigPropertyUpdate policy for a blue/green deployment.A builder forCfnEndpointPropsMixin.BlueGreenUpdatePolicyPropertyA fluent builder forCfnEndpointPropsMixin.Specifies the type and size of the endpoint capacity to activate for a blue/green deployment, a rolling deployment, or a rollback strategy.A builder forCfnEndpointPropsMixin.CapacitySizePropertyThe deployment configuration for an endpoint, which contains the desired deployment strategy and rollback configurations.A builder forCfnEndpointPropsMixin.DeploymentConfigPropertySpecifies a rolling deployment strategy for updating a SageMaker endpoint.A builder forCfnEndpointPropsMixin.RollingUpdatePolicyPropertyDefines the traffic routing strategy during an endpoint deployment to shift traffic from the old fleet to the new fleet.A builder forCfnEndpointPropsMixin.TrafficRoutingConfigPropertySpecifies a production variant property type for an Endpoint.A builder forCfnEndpointPropsMixin.VariantPropertyPropertyProperties for CfnFeatureGroupPropsMixin.A builder forCfnFeatureGroupMixinPropsCreate a newFeatureGroup.A fluent builder forCfnFeatureGroupPropsMixin.The meta data of the Glue table which serves as data catalog for theOfflineStore.A builder forCfnFeatureGroupPropsMixin.DataCatalogConfigPropertyA list of features.A builder forCfnFeatureGroupPropsMixin.FeatureDefinitionPropertyThe configuration of anOfflineStore.A builder forCfnFeatureGroupPropsMixin.OfflineStoreConfigPropertyUse this to specify the AWS Key Management Service (KMS) Key ID, orKMSKeyId, for at rest data encryption.A builder forCfnFeatureGroupPropsMixin.OnlineStoreConfigPropertyThe security configuration forOnlineStore.The Amazon Simple Storage (Amazon S3) location and security configuration forOfflineStore.A builder forCfnFeatureGroupPropsMixin.S3StorageConfigPropertyUsed to set feature group throughput configuration.A builder forCfnFeatureGroupPropsMixin.ThroughputConfigPropertyTime to live duration, where the record is hard deleted after the expiration time is reached;A builder forCfnFeatureGroupPropsMixin.TtlDurationPropertyProperties for CfnImagePropsMixin.A builder forCfnImageMixinPropsCreates a custom SageMaker AI image.A fluent builder forCfnImagePropsMixin.Properties for CfnImageVersionPropsMixin.A builder forCfnImageVersionMixinPropsCreates a version of the SageMaker image specified byImageName.A fluent builder forCfnImageVersionPropsMixin.Properties for CfnInferenceComponentPropsMixin.A builder forCfnInferenceComponentMixinPropsCreates an inference component, which is a SageMaker AI hosting object that you can use to deploy a model to an endpoint.An Amazon CloudWatch alarm configured to monitor metrics on an endpoint.A builder forCfnInferenceComponentPropsMixin.AlarmPropertyExample:A fluent builder forCfnInferenceComponentPropsMixin.Gets the Amazon EC2 Container Registry path of the docker image of the model that is hosted in this ProductionVariant .A builder forCfnInferenceComponentPropsMixin.DeployedImagePropertySpecifies the type and size of the endpoint capacity to activate for a rolling deployment or a rollback strategy.Defines the compute resources to allocate to run a model, plus any adapter models, that you assign to an inference component.Defines a container that provides the runtime environment for a model that you deploy with an inference component.The deployment configuration for an endpoint that hosts inference components.Specifies a rolling deployment strategy for updating a SageMaker AI inference component.Runtime settings for a model that is deployed with an inference component.Details about the resources to deploy with this inference component, including the model, container, and compute resources.Settings that take effect while the model container starts up.Properties for CfnInferenceExperimentPropsMixin.A builder forCfnInferenceExperimentMixinPropsCreates an inference experiment using the configurations specified in the request.A fluent builder forCfnInferenceExperimentPropsMixin.Configuration specifying how to treat different headers.The Amazon S3 location and configuration for storing inference request and response data.The metadata of the endpoint.The start and end times of an inference experiment.The configuration for the infrastructure that the model will be deployed to.Contains information about the deployment options of a model.The infrastructure configuration for deploying the model to a real-time inference endpoint.The configuration ofShadowModeinference 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.The name and sampling percentage of a shadow variant.Properties for CfnMlflowTrackingServerPropsMixin.A builder forCfnMlflowTrackingServerMixinPropsCreates an MLflow Tracking Server using a general purpose Amazon S3 bucket as the artifact store.A fluent builder forCfnMlflowTrackingServerPropsMixin.Properties for CfnModelBiasJobDefinitionPropsMixin.A builder forCfnModelBiasJobDefinitionMixinPropsCreates the definition for a model bias job.Input object for the batch transform job.A fluent builder forCfnModelBiasJobDefinitionPropsMixin.The configuration for the cluster resources used to run the processing job.The constraints resource for a monitoring job.The CSV format.A builder forCfnModelBiasJobDefinitionPropsMixin.CsvPropertyThe dataset format of the data to monitor.Input object for the endpoint.The Json format.A builder forCfnModelBiasJobDefinitionPropsMixin.JsonPropertyDocker container image configuration object for the model bias job.The configuration for a baseline model bias job.Inputs for the model bias job.The ground truth labels for the dataset used for the monitoring job.The output configuration for monitoring jobs.The output object for a monitoring job.Identifies the resources to deploy for a monitoring job.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.The Amazon S3 storage location where the results of a monitoring job are saved.A builder forCfnModelBiasJobDefinitionPropsMixin.S3OutputPropertySpecifies a limit to how long a job can run.Specifies an Amazon Virtual Private Cloud (VPC) that your SageMaker jobs, hosted models, and compute resources have access to.A builder forCfnModelBiasJobDefinitionPropsMixin.VpcConfigPropertyProperties for CfnModelCardPropsMixin.A builder forCfnModelCardMixinPropsCreates an Amazon SageMaker Model Card.Additional information about the model.A builder forCfnModelCardPropsMixin.AdditionalInformationPropertyA fluent builder forCfnModelCardPropsMixin.Information about how the model supports business goals.A builder forCfnModelCardPropsMixin.BusinessDetailsPropertyExample:A builder forCfnModelCardPropsMixin.ContainerPropertyThe content of the model card.A builder forCfnModelCardPropsMixin.ContentPropertyThe evaluation details of the model.A builder forCfnModelCardPropsMixin.EvaluationDetailPropertyFunction details.A builder forCfnModelCardPropsMixin.FunctionPropertyAn overview of a model's inference environment.A builder forCfnModelCardPropsMixin.InferenceEnvironmentPropertyDefines how to perform inference generation after a training job is run.A builder forCfnModelCardPropsMixin.InferenceSpecificationPropertyThe intended uses of a model.A builder forCfnModelCardPropsMixin.IntendedUsesPropertyMetric data.A builder forCfnModelCardPropsMixin.MetricDataItemsPropertyA group of metric data that you use to initialize a metric group object.A builder forCfnModelCardPropsMixin.MetricGroupPropertyAn overview about the model.A builder forCfnModelCardPropsMixin.ModelOverviewPropertyExample:A builder forCfnModelCardPropsMixin.ModelPackageCreatorPropertyMetadata information related to model package version.A builder forCfnModelCardPropsMixin.ModelPackageDetailsPropertyThe function that is optimized during model training.A builder forCfnModelCardPropsMixin.ObjectiveFunctionPropertyThe security configuration used to protect model card data.A builder forCfnModelCardPropsMixin.SecurityConfigPropertySpecifies an algorithm that was used to create the model package.A builder forCfnModelCardPropsMixin.SourceAlgorithmPropertyThe training details of the model.A builder forCfnModelCardPropsMixin.TrainingDetailsPropertySageMaker AI training image.A builder forCfnModelCardPropsMixin.TrainingEnvironmentPropertyA hyper parameter that was configured in training the model.A builder forCfnModelCardPropsMixin.TrainingHyperParameterPropertyThe overview of a training job.A builder forCfnModelCardPropsMixin.TrainingJobDetailsPropertyA result from a SageMaker AI training job.A builder forCfnModelCardPropsMixin.TrainingMetricPropertyInformation about the user who created or modified a SageMaker resource.A builder forCfnModelCardPropsMixin.UserContextPropertyProperties for CfnModelExplainabilityJobDefinitionPropsMixin.A builder forCfnModelExplainabilityJobDefinitionMixinPropsCreates the definition for a model explainability job.Input object for the batch transform job.A fluent builder forCfnModelExplainabilityJobDefinitionPropsMixin.The configuration for the cluster resources used to run the processing job.Input object for the endpoint.The CSV format.The dataset format of the data to monitor.Input object for the endpoint.The Json format.Docker container image configuration object for the model explainability job.The configuration for a baseline model explainability job.Inputs for the model explainability job.The output configuration for monitoring jobs.The output object for a monitoring job.Identifies the resources to deploy for a monitoring job.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.The Amazon S3 storage location where the results of a monitoring job are saved.Specifies a limit to how long a job can run.Specifies an Amazon Virtual Private Cloud (VPC) that your SageMaker jobs, hosted models, and compute resources have access to.Properties for CfnModelPropsMixin.A builder forCfnModelMixinPropsProperties for CfnModelPackageGroupPropsMixin.A builder forCfnModelPackageGroupMixinPropsA group of versioned models in the Model Registry.A fluent builder forCfnModelPackageGroupPropsMixin.Properties for CfnModelPackagePropsMixin.A builder forCfnModelPackageMixinPropsA container for your trained model that can be deployed for SageMaker inference.A structure of additional Inference Specification.Contains bias metrics for a model.A builder forCfnModelPackagePropsMixin.BiasPropertyA fluent builder forCfnModelPackagePropsMixin.Describes the location of the channel data.A builder forCfnModelPackagePropsMixin.DataSourcePropertyRepresents the drift check baselines that can be used when the model monitor is set using the model package.A builder forCfnModelPackagePropsMixin.DriftCheckBaselinesPropertyRepresents the drift check bias baselines that can be used when the model monitor is set using the model package.A builder forCfnModelPackagePropsMixin.DriftCheckBiasPropertyRepresents the drift check explainability baselines that can be used when the model monitor is set using the model package.Represents the drift check data quality baselines that can be used when the model monitor is set using the model package.Represents the drift check model quality baselines that can be used when the model monitor is set using the model package.A builder forCfnModelPackagePropsMixin.DriftCheckModelQualityPropertyContains explainability metrics for a model.A builder forCfnModelPackagePropsMixin.ExplainabilityPropertyContains details regarding the file source.A builder forCfnModelPackagePropsMixin.FileSourcePropertyDefines how to perform inference generation after a training job is run.A builder forCfnModelPackagePropsMixin.InferenceSpecificationPropertyMetadata properties of the tracking entity, trial, or trial component.A builder forCfnModelPackagePropsMixin.MetadataPropertiesPropertyDetails about the metrics source.A builder forCfnModelPackagePropsMixin.MetricsSourcePropertyThe access configuration file to control access to the ML model.A builder forCfnModelPackagePropsMixin.ModelAccessConfigPropertyAn Amazon SageMaker Model Card.A builder forCfnModelPackagePropsMixin.ModelCardPropertyData quality constraints and statistics for a model.A builder forCfnModelPackagePropsMixin.ModelDataQualityPropertySpecifies the location of ML model data to deploy.A builder forCfnModelPackagePropsMixin.ModelDataSourcePropertyContains metrics captured from a model.A builder forCfnModelPackagePropsMixin.ModelMetricsPropertyDescribes the Docker container for the model package.Specifies the validation and image scan statuses of the model package.Represents the overall status of a model package.A builder forCfnModelPackagePropsMixin.ModelPackageStatusItemPropertyModel quality statistics and constraints.A builder forCfnModelPackagePropsMixin.ModelQualityPropertyDescribes the S3 data source.A builder forCfnModelPackagePropsMixin.S3DataSourcePropertySpecifies the S3 location of ML model data to deploy.A builder forCfnModelPackagePropsMixin.S3ModelDataSourcePropertyAn optional AWS Key Management Service key to encrypt, decrypt, and re-encrypt model package information for regulated workloads with highly sensitive data.A builder forCfnModelPackagePropsMixin.SecurityConfigPropertySpecifies an algorithm that was used to create the model package.A builder forCfnModelPackagePropsMixin.SourceAlgorithmPropertyA list of algorithms that were used to create a model package.Describes the input source of a transform job and the way the transform job consumes it.A builder forCfnModelPackagePropsMixin.TransformInputPropertyDefines the input needed to run a transform job using the inference specification specified in the algorithm.A builder forCfnModelPackagePropsMixin.TransformJobDefinitionPropertyDescribes the results of a transform job.A builder forCfnModelPackagePropsMixin.TransformOutputPropertyDescribes the resources, including ML instance types and ML instance count, to use for transform job.A builder forCfnModelPackagePropsMixin.TransformResourcesPropertyContains data, such as the inputs and targeted instance types that are used in the process of validating the model package.A builder forCfnModelPackagePropsMixin.ValidationProfilePropertySpecifies batch transform jobs that SageMaker runs to validate your model package.TheAWS::SageMaker::Modelresource to create a model to host at an Amazon SageMaker endpoint.A fluent builder forCfnModelPropsMixin.Describes the container, as part of model definition.A builder forCfnModelPropsMixin.ContainerDefinitionPropertyThe configuration for a private hub model reference that points to a public SageMaker JumpStart model.A builder forCfnModelPropsMixin.HubAccessConfigPropertySpecifies whether the model container is in Amazon ECR or a private Docker registry accessible from your Amazon Virtual Private Cloud (VPC).A builder forCfnModelPropsMixin.ImageConfigPropertySpecifies details about how containers in a multi-container endpoint are run.A builder forCfnModelPropsMixin.InferenceExecutionConfigPropertyThe access configuration file to control access to the ML model.A builder forCfnModelPropsMixin.ModelAccessConfigPropertySpecifies the location of ML model data to deploy.A builder forCfnModelPropsMixin.ModelDataSourcePropertySpecifies additional configuration for hosting multi-model endpoints.A builder forCfnModelPropsMixin.MultiModelConfigPropertySpecifies an authentication configuration for the private docker registry where your model image is hosted.A builder forCfnModelPropsMixin.RepositoryAuthConfigPropertyDescribes the S3 data source.A builder forCfnModelPropsMixin.S3DataSourcePropertySpecifies an Amazon Virtual Private Cloud (VPC) that your SageMaker jobs, hosted models, and compute resources have access to.A builder forCfnModelPropsMixin.VpcConfigPropertyProperties for CfnModelQualityJobDefinitionPropsMixin.A builder forCfnModelQualityJobDefinitionMixinPropsCreates a definition for a job that monitors model quality and drift.Input object for the batch transform job.A fluent builder forCfnModelQualityJobDefinitionPropsMixin.The configuration for the cluster of resources used to run the processing job.The constraints resource for a monitoring job.The CSV format.A builder forCfnModelQualityJobDefinitionPropsMixin.CsvPropertyThe dataset format of the data to monitor.Input object for the endpoint.The Json format.A builder forCfnModelQualityJobDefinitionPropsMixin.JsonPropertyContainer image configuration object for the monitoring job.Configuration for monitoring constraints and monitoring statistics.The input for the model quality monitoring job.The ground truth labels for the dataset used for the monitoring job.The output configuration for monitoring jobs.The output object for a monitoring job.Identifies the resources to deploy for a monitoring job.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.The Amazon S3 storage location where the results of a monitoring job are saved.A builder forCfnModelQualityJobDefinitionPropsMixin.S3OutputPropertySpecifies a limit to how long a job can run.Specifies an Amazon Virtual Private Cloud (VPC) that your SageMaker jobs, hosted models, and compute resources have access to.A builder forCfnModelQualityJobDefinitionPropsMixin.VpcConfigPropertyProperties for CfnMonitoringSchedulePropsMixin.A builder forCfnMonitoringScheduleMixinPropsTheAWS::SageMaker::MonitoringScheduleresource is an Amazon SageMaker resource type that regularly starts SageMaker processing Jobs to monitor the data captured for a SageMaker endpoint.Baseline configuration used to validate that the data conforms to the specified constraints and statistics.A builder forCfnMonitoringSchedulePropsMixin.BaselineConfigPropertyInput object for the batch transform job.A fluent builder forCfnMonitoringSchedulePropsMixin.Configuration for the cluster used to run model monitoring jobs.A builder forCfnMonitoringSchedulePropsMixin.ClusterConfigPropertyThe Amazon S3 URI for the constraints resource.The CSV format.A builder forCfnMonitoringSchedulePropsMixin.CsvPropertyThe dataset format of the data to monitor.A builder forCfnMonitoringSchedulePropsMixin.DatasetFormatPropertyInput object for the endpoint.A builder forCfnMonitoringSchedulePropsMixin.EndpointInputPropertyThe Json format.A builder forCfnMonitoringSchedulePropsMixin.JsonPropertyContainer image configuration object for the monitoring job.Summary of information about the last monitoring job to run.The inputs for a monitoring job.A builder forCfnMonitoringSchedulePropsMixin.MonitoringInputPropertyDefines the monitoring job.The output configuration for monitoring jobs.The output object for a monitoring job.A builder forCfnMonitoringSchedulePropsMixin.MonitoringOutputPropertyIdentifies the resources to deploy for a monitoring job.Configures the monitoring schedule and defines the monitoring job.Networking options for a job, such as network traffic encryption between containers, whether to allow inbound and outbound network calls to and from containers, and the VPC subnets and security groups to use for VPC-enabled jobs.A builder forCfnMonitoringSchedulePropsMixin.NetworkConfigPropertyInformation about where and how you want to store the results of a monitoring job.A builder forCfnMonitoringSchedulePropsMixin.S3OutputPropertyConfiguration details about the monitoring schedule.A builder forCfnMonitoringSchedulePropsMixin.ScheduleConfigPropertyThe baseline statistics file in Amazon S3 that the current monitoring job should be validated against.Specifies a limit to how long a job can run.Specifies an Amazon Virtual Private Cloud (VPC) that your SageMaker jobs, hosted models, and compute resources have access to.A builder forCfnMonitoringSchedulePropsMixin.VpcConfigPropertyProperties for CfnNotebookInstanceLifecycleConfigPropsMixin.A builder forCfnNotebookInstanceLifecycleConfigMixinPropsTheAWS::SageMaker::NotebookInstanceLifecycleConfigresource creates shell scripts that run when you create and/or start a notebook instance.A fluent builder forCfnNotebookInstanceLifecycleConfigPropsMixin.Specifies the notebook instance lifecycle configuration script.Properties for CfnNotebookInstancePropsMixin.A builder forCfnNotebookInstanceMixinPropsTheAWS::SageMaker::NotebookInstanceresource creates an Amazon SageMaker notebook instance.A fluent builder forCfnNotebookInstancePropsMixin.Information on the IMDS configuration of the notebook instance.Properties for CfnPartnerAppPropsMixin.A builder forCfnPartnerAppMixinPropsTheAWS::SageMaker::PartnerAppresource creates an Amazon SageMaker Partner AI App.A fluent builder forCfnPartnerAppPropsMixin.A collection of configuration settings for the PartnerApp.A builder forCfnPartnerAppPropsMixin.PartnerAppConfigPropertyA collection of settings that specify the maintenance schedule for the PartnerApp.Properties for CfnPipelinePropsMixin.A builder forCfnPipelineMixinPropsTheAWS::SageMaker::Pipelineresource creates shell scripts that run when you create and/or start a SageMaker Pipeline.A fluent builder forCfnPipelinePropsMixin.Configuration that controls the parallelism of the pipeline.A builder forCfnPipelinePropsMixin.ParallelismConfigurationPropertyThe definition of the pipeline.A builder forCfnPipelinePropsMixin.PipelineDefinitionPropertyThe location of the pipeline definition stored in Amazon S3.A builder forCfnPipelinePropsMixin.S3LocationPropertyProperties for CfnProcessingJobPropsMixin.A builder forCfnProcessingJobMixinPropsAn Amazon SageMaker processing job that is used to analyze data and evaluate models.Configuration to run a processing job in a specified container image.A builder forCfnProcessingJobPropsMixin.AppSpecificationPropertyConfiguration for Athena Dataset Definition input.A fluent builder forCfnProcessingJobPropsMixin.Configuration for the cluster used to run a processing job.A builder forCfnProcessingJobPropsMixin.ClusterConfigPropertyConfiguration for Dataset Definition inputs.A builder forCfnProcessingJobPropsMixin.DatasetDefinitionPropertyAssociates a SageMaker job as a trial component with an experiment and trial.A builder forCfnProcessingJobPropsMixin.ExperimentConfigPropertyConfiguration for processing job outputs in Amazon SageMaker Feature Store.A builder forCfnProcessingJobPropsMixin.FeatureStoreOutputPropertyNetworking 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 forCfnProcessingJobPropsMixin.NetworkConfigPropertyThe inputs for a processing job.Configuration for uploading output from the processing container.Describes the results of a processing job.Identifies the resources, ML compute instances, and ML storage volumes to deploy for a processing job.A builder forCfnProcessingJobPropsMixin.ProcessingResourcesPropertyConfiguration for Redshift Dataset Definition input.Configuration for downloading input data from Amazon S3 into the processing container.A builder forCfnProcessingJobPropsMixin.S3InputPropertyConfiguration for uploading output data to Amazon S3 from the processing container.A builder forCfnProcessingJobPropsMixin.S3OutputPropertyConfigures conditions under which the processing job should be stopped, such as how long the processing job has been running.A builder forCfnProcessingJobPropsMixin.StoppingConditionPropertySpecifies an Amazon Virtual Private Cloud (VPC) that your SageMaker jobs, hosted models, and compute resources have access to.A builder forCfnProcessingJobPropsMixin.VpcConfigPropertyProperties for CfnProjectPropsMixin.A builder forCfnProjectMixinPropsCreates a machine learning (ML) project that can contain one or more templates that set up an ML pipeline from training to deploying an approved model.A fluent builder forCfnProjectPropsMixin.A key-value pair representing a parameter used in the CloudFormation stack.A builder forCfnProjectPropsMixin.CfnStackParameterPropertyDetails about a CloudFormation template provider configuration and associated provisioning information.A builder forCfnProjectPropsMixin.CfnTemplateProviderDetailPropertyA key value pair used when you provision a project as a service catalog product.A builder forCfnProjectPropsMixin.ProvisioningParameterPropertyDetails of a provisioned service catalog product.Details that you specify to provision a service catalog product.Details about a template provider configuration and associated provisioning information.A builder forCfnProjectPropsMixin.TemplateProviderDetailPropertyProperties for CfnSpacePropsMixin.A builder forCfnSpaceMixinPropsCreates a private space or a space used for real time collaboration in a domain.A fluent builder forCfnSpacePropsMixin.A Git repository that SageMaker AI automatically displays to users for cloning in the JupyterServer application.A builder forCfnSpacePropsMixin.CodeRepositoryPropertyA file system, created by you, that you assign to a user profile or space for an Amazon SageMaker AI Domain.A builder forCfnSpacePropsMixin.CustomFileSystemPropertyA custom SageMaker AI image.A builder forCfnSpacePropsMixin.CustomImagePropertyA collection of EBS storage settings that apply to both private and shared spaces.A builder forCfnSpacePropsMixin.EbsStorageSettingsPropertyA file system, created by you in Amazon EFS, that you assign to a user profile or space for an Amazon SageMaker AI Domain.A builder forCfnSpacePropsMixin.EFSFileSystemPropertyA custom file system in Amazon FSx for Lustre.A builder forCfnSpacePropsMixin.FSxLustreFileSystemPropertyThe JupyterServer app settings.A builder forCfnSpacePropsMixin.JupyterServerAppSettingsPropertyThe KernelGateway app settings.A builder forCfnSpacePropsMixin.KernelGatewayAppSettingsPropertyThe collection of ownership settings for a space.A builder forCfnSpacePropsMixin.OwnershipSettingsPropertySpecifies the ARN's of a SageMaker AI image and SageMaker AI image version, and the instance type that the version runs on.A builder forCfnSpacePropsMixin.ResourceSpecPropertyA custom file system in Amazon S3.A builder forCfnSpacePropsMixin.S3FileSystemPropertySettings that are used to configure and manage the lifecycle of Amazon SageMaker Studio applications in a space.A builder forCfnSpacePropsMixin.SpaceAppLifecycleManagementPropertyThe application settings for a Code Editor space.A builder forCfnSpacePropsMixin.SpaceCodeEditorAppSettingsPropertySettings related to idle shutdown of Studio applications in a space.A builder forCfnSpacePropsMixin.SpaceIdleSettingsPropertyThe settings for the JupyterLab application within a space.A builder forCfnSpacePropsMixin.SpaceJupyterLabAppSettingsPropertyA collection of space settings.A builder forCfnSpacePropsMixin.SpaceSettingsPropertyA collection of space sharing settings.A builder forCfnSpacePropsMixin.SpaceSharingSettingsPropertyThe storage settings for a space.A builder forCfnSpacePropsMixin.SpaceStorageSettingsPropertyProperties for CfnStudioLifecycleConfigPropsMixin.A builder forCfnStudioLifecycleConfigMixinPropsCreates a new Amazon SageMaker AI Studio Lifecycle Configuration.A fluent builder forCfnStudioLifecycleConfigPropsMixin.Properties for CfnUserProfilePropsMixin.A builder forCfnUserProfileMixinPropsCreates a user profile.Settings that are used to configure and manage the lifecycle of Amazon SageMaker Studio applications.A builder forCfnUserProfilePropsMixin.AppLifecycleManagementPropertyA fluent builder forCfnUserProfilePropsMixin.The Code Editor application settings.A builder forCfnUserProfilePropsMixin.CodeEditorAppSettingsPropertyA Git repository that SageMaker AI automatically displays to users for cloning in the JupyterServer application.A builder forCfnUserProfilePropsMixin.CodeRepositoryPropertyThe settings for assigning a custom file system to a user profile or space for an Amazon SageMaker AI Domain.A builder forCfnUserProfilePropsMixin.CustomFileSystemConfigPropertyA custom SageMaker AI image.A builder forCfnUserProfilePropsMixin.CustomImagePropertyDetails about the POSIX identity that is used for file system operations.A builder forCfnUserProfilePropsMixin.CustomPosixUserConfigPropertyA collection of default EBS storage settings that apply to spaces created within a domain or user profile.The default storage settings for a space.The settings for assigning a custom Amazon EFS file system to a user profile or space for an Amazon SageMaker AI Domain.A builder forCfnUserProfilePropsMixin.EFSFileSystemConfigPropertyThe settings for assigning a custom Amazon FSx for Lustre file system to a user profile or space for an Amazon SageMaker Domain.The SageMaker images that are hidden from the Studio user interface.A builder forCfnUserProfilePropsMixin.HiddenSageMakerImagePropertySettings related to idle shutdown of Studio applications.A builder forCfnUserProfilePropsMixin.IdleSettingsPropertyThe settings for the JupyterLab application.A builder forCfnUserProfilePropsMixin.JupyterLabAppSettingsPropertyThe JupyterServer app settings.The KernelGateway app settings.Specifies the ARN's of a SageMaker AI image and SageMaker AI image version, and the instance type that the version runs on.A builder forCfnUserProfilePropsMixin.ResourceSpecPropertyA collection of settings that configure user interaction with theRStudioServerProapp.Configuration for the custom Amazon S3 file system.A builder forCfnUserProfilePropsMixin.S3FileSystemConfigPropertySpecifies options when sharing an Amazon SageMaker Studio notebook.A builder forCfnUserProfilePropsMixin.SharingSettingsPropertyStudio settings.A builder forCfnUserProfilePropsMixin.StudioWebPortalSettingsPropertyA collection of settings that apply to users of Amazon SageMaker Studio.A builder forCfnUserProfilePropsMixin.UserSettingsPropertyProperties for CfnWorkteamPropsMixin.A builder forCfnWorkteamMixinPropsCreates a new work team for labeling your data.A fluent builder forCfnWorkteamPropsMixin.Identifies a Amazon Cognito user group.A builder forCfnWorkteamPropsMixin.CognitoMemberDefinitionPropertyDefines an Amazon Cognito or your own OIDC IdP user group that is part of a work team.A builder forCfnWorkteamPropsMixin.MemberDefinitionPropertyConfigures Amazon SNS notifications of available or expiring work items for work teams.A builder forCfnWorkteamPropsMixin.NotificationConfigurationPropertyA list of user groups that exist in your OIDC Identity Provider (IdP).A builder forCfnWorkteamPropsMixin.OidcMemberDefinitionProperty