/* * Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved. * * Licensed under the Apache License, Version 2.0 (the "License"). * You may not use this file except in compliance with the License. * A copy of the License is located at * * http://aws.amazon.com/apache2.0 * * or in the "license" file accompanying this file. This file is distributed * on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either * express or implied. See the License for the specific language governing * permissions and limitations under the License. */ /* * Do not modify this file. This file is generated from the sagemaker-2017-07-24.normal.json service model. */ using System; using System.Threading; using System.Threading.Tasks; using System.Collections.Generic; using Amazon.Runtime; using Amazon.SageMaker.Model; namespace Amazon.SageMaker { /// /// Interface for accessing SageMaker /// /// Provides APIs for creating and managing SageMaker resources. /// /// /// /// Other Resources: /// /// /// public partial interface IAmazonSageMaker : IAmazonService, IDisposable { #if AWS_ASYNC_ENUMERABLES_API /// /// Paginators for the service /// ISageMakerPaginatorFactory Paginators { get; } #endif #region AddAssociation /// /// Creates an association between the source and the destination. A source can /// be associated with multiple destinations, and a destination can be associated with /// multiple sources. An association is a lineage tracking entity. For more information, /// see Amazon /// SageMaker ML Lineage Tracking. /// /// Container for the necessary parameters to execute the AddAssociation service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the AddAssociation service method, as returned by SageMaker. /// /// You have exceeded an SageMaker resource limit. For example, you might have too many /// training jobs created. /// /// /// Resource being access is not found. /// /// REST API Reference for AddAssociation Operation Task AddAssociationAsync(AddAssociationRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region AddTags /// /// Adds or overwrites one or more tags for the specified SageMaker resource. You can /// add tags to notebook instances, training jobs, hyperparameter tuning jobs, batch transform /// jobs, models, labeling jobs, work teams, endpoint configurations, and endpoints. /// /// /// /// Each tag consists of a key and an optional value. Tag keys must be unique per resource. /// For more information about tags, see For more information, see Amazon /// Web Services Tagging Strategies. /// /// /// /// Tags that you add to a hyperparameter tuning job by calling this API are also added /// to any training jobs that the hyperparameter tuning job launches after you call this /// API, but not to training jobs that the hyperparameter tuning job launched before you /// called this API. To make sure that the tags associated with a hyperparameter tuning /// job are also added to all training jobs that the hyperparameter tuning job launches, /// add the tags when you first create the tuning job by specifying them in the Tags /// parameter of CreateHyperParameterTuningJob /// /// /// /// /// Tags that you add to a SageMaker Studio Domain or User Profile by calling this API /// are also added to any Apps that the Domain or User Profile launches after you call /// this API, but not to Apps that the Domain or User Profile launched before you called /// this API. To make sure that the tags associated with a Domain or User Profile are /// also added to all Apps that the Domain or User Profile launches, add the tags when /// you first create the Domain or User Profile by specifying them in the Tags /// parameter of CreateDomain /// or CreateUserProfile. /// /// /// /// Container for the necessary parameters to execute the AddTags service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the AddTags service method, as returned by SageMaker. /// REST API Reference for AddTags Operation Task AddTagsAsync(AddTagsRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region AssociateTrialComponent /// /// Associates a trial component with a trial. A trial component can be associated with /// multiple trials. To disassociate a trial component from a trial, call the DisassociateTrialComponent /// API. /// /// Container for the necessary parameters to execute the AssociateTrialComponent service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the AssociateTrialComponent service method, as returned by SageMaker. /// /// You have exceeded an SageMaker resource limit. For example, you might have too many /// training jobs created. /// /// /// Resource being access is not found. /// /// REST API Reference for AssociateTrialComponent Operation Task AssociateTrialComponentAsync(AssociateTrialComponentRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region BatchDescribeModelPackage /// /// This action batch describes a list of versioned model packages /// /// Container for the necessary parameters to execute the BatchDescribeModelPackage service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the BatchDescribeModelPackage service method, as returned by SageMaker. /// REST API Reference for BatchDescribeModelPackage Operation Task BatchDescribeModelPackageAsync(BatchDescribeModelPackageRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region CreateAction /// /// Creates an action. An action is a lineage tracking entity that represents an /// action or activity. For example, a model deployment or an HPO job. Generally, an action /// involves at least one input or output artifact. For more information, see Amazon /// SageMaker ML Lineage Tracking. /// /// Container for the necessary parameters to execute the CreateAction service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the CreateAction service method, as returned by SageMaker. /// /// You have exceeded an SageMaker resource limit. For example, you might have too many /// training jobs created. /// /// REST API Reference for CreateAction Operation Task CreateActionAsync(CreateActionRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region CreateAlgorithm /// /// Create a machine learning algorithm that you can use in SageMaker and list in the /// Amazon Web Services Marketplace. /// /// Container for the necessary parameters to execute the CreateAlgorithm service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the CreateAlgorithm service method, as returned by SageMaker. /// REST API Reference for CreateAlgorithm Operation Task CreateAlgorithmAsync(CreateAlgorithmRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region CreateApp /// /// Creates a running app for the specified UserProfile. This operation is automatically /// invoked by Amazon SageMaker Studio upon access to the associated Domain, and when /// new kernel configurations are selected by the user. A user may have multiple Apps /// active simultaneously. /// /// Container for the necessary parameters to execute the CreateApp service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the CreateApp service method, as returned by SageMaker. /// /// Resource being accessed is in use. /// /// /// You have exceeded an SageMaker resource limit. For example, you might have too many /// training jobs created. /// /// REST API Reference for CreateApp Operation Task CreateAppAsync(CreateAppRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region CreateAppImageConfig /// /// Creates a configuration for running a SageMaker image as a KernelGateway app. The /// configuration specifies the Amazon Elastic File System (EFS) storage volume on the /// image, and a list of the kernels in the image. /// /// Container for the necessary parameters to execute the CreateAppImageConfig service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the CreateAppImageConfig service method, as returned by SageMaker. /// /// Resource being accessed is in use. /// /// REST API Reference for CreateAppImageConfig Operation Task CreateAppImageConfigAsync(CreateAppImageConfigRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region CreateArtifact /// /// Creates an artifact. An artifact is a lineage tracking entity that represents /// a URI addressable object or data. Some examples are the S3 URI of a dataset and the /// ECR registry path of an image. For more information, see Amazon /// SageMaker ML Lineage Tracking. /// /// Container for the necessary parameters to execute the CreateArtifact service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the CreateArtifact service method, as returned by SageMaker. /// /// You have exceeded an SageMaker resource limit. For example, you might have too many /// training jobs created. /// /// REST API Reference for CreateArtifact Operation Task CreateArtifactAsync(CreateArtifactRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region CreateAutoMLJob /// /// Creates an Autopilot job also referred to as Autopilot experiment or AutoML job. /// /// /// /// We recommend using the new versions CreateAutoMLJobV2 /// and DescribeAutoMLJobV2, /// which offer backward compatibility. /// /// /// /// CreateAutoMLJobV2 can manage tabular problem types identical to those /// of its previous version CreateAutoMLJob, as well as non-tabular problem /// types such as image or text classification. /// /// /// /// Find guidelines about how to migrate a CreateAutoMLJob to CreateAutoMLJobV2 /// in Migrate /// a CreateAutoMLJob to CreateAutoMLJobV2. /// /// /// /// You can find the best-performing model after you run an AutoML job by calling DescribeAutoMLJobV2 /// (recommended) or DescribeAutoMLJob. /// /// /// Container for the necessary parameters to execute the CreateAutoMLJob service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the CreateAutoMLJob service method, as returned by SageMaker. /// /// Resource being accessed is in use. /// /// /// You have exceeded an SageMaker resource limit. For example, you might have too many /// training jobs created. /// /// REST API Reference for CreateAutoMLJob Operation Task CreateAutoMLJobAsync(CreateAutoMLJobRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region CreateAutoMLJobV2 /// /// Creates an Autopilot job also referred to as Autopilot experiment or AutoML job V2. /// /// /// /// CreateAutoMLJobV2 /// and DescribeAutoMLJobV2 /// are new versions of CreateAutoMLJob /// and DescribeAutoMLJob /// which offer backward compatibility. /// /// /// /// CreateAutoMLJobV2 can manage tabular problem types identical to those /// of its previous version CreateAutoMLJob, as well as non-tabular problem /// types such as image or text classification. /// /// /// /// Find guidelines about how to migrate a CreateAutoMLJob to CreateAutoMLJobV2 /// in Migrate /// a CreateAutoMLJob to CreateAutoMLJobV2. /// /// /// /// For the list of available problem types supported by CreateAutoMLJobV2, /// see AutoMLProblemTypeConfig. /// /// /// /// You can find the best-performing model after you run an AutoML job V2 by calling DescribeAutoMLJobV2. /// /// /// Container for the necessary parameters to execute the CreateAutoMLJobV2 service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the CreateAutoMLJobV2 service method, as returned by SageMaker. /// /// Resource being accessed is in use. /// /// /// You have exceeded an SageMaker resource limit. For example, you might have too many /// training jobs created. /// /// REST API Reference for CreateAutoMLJobV2 Operation Task CreateAutoMLJobV2Async(CreateAutoMLJobV2Request request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region CreateCodeRepository /// /// Creates a Git repository as a resource in your SageMaker account. You can associate /// the repository with notebook instances so that you can use Git source control for /// the notebooks you create. The Git repository is a resource in your SageMaker account, /// so it can be associated with more than one notebook instance, and it persists independently /// from the lifecycle of any notebook instances it is associated with. /// /// /// /// The repository can be hosted either in Amazon /// Web Services CodeCommit or in any other Git repository. /// /// /// Container for the necessary parameters to execute the CreateCodeRepository service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the CreateCodeRepository service method, as returned by SageMaker. /// REST API Reference for CreateCodeRepository Operation Task CreateCodeRepositoryAsync(CreateCodeRepositoryRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region CreateCompilationJob /// /// Starts a model compilation job. After the model has been compiled, Amazon SageMaker /// saves the resulting model artifacts to an Amazon Simple Storage Service (Amazon S3) /// bucket that you specify. /// /// /// /// If you choose to host your model using Amazon SageMaker hosting services, you can /// use the resulting model artifacts as part of the model. You can also use the artifacts /// with Amazon Web Services IoT Greengrass. In that case, deploy them as an ML resource. /// /// /// /// In the request body, you provide the following: /// ///
  • /// /// A name for the compilation job /// ///
  • /// /// Information about the input model artifacts /// ///
  • /// /// The output location for the compiled model and the device (target) that the model /// runs on /// ///
  • /// /// The Amazon Resource Name (ARN) of the IAM role that Amazon SageMaker assumes to perform /// the model compilation job. /// ///
/// /// You can also provide a Tag to track the model compilation job's resource /// use and costs. The response body contains the CompilationJobArn for the /// compiled job. /// /// /// /// To stop a model compilation job, use StopCompilationJob. /// To get information about a particular model compilation job, use DescribeCompilationJob. /// To get information about multiple model compilation jobs, use ListCompilationJobs. /// /// /// Container for the necessary parameters to execute the CreateCompilationJob service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the CreateCompilationJob service method, as returned by SageMaker. /// /// Resource being accessed is in use. /// /// /// You have exceeded an SageMaker resource limit. For example, you might have too many /// training jobs created. /// /// REST API Reference for CreateCompilationJob Operation Task CreateCompilationJobAsync(CreateCompilationJobRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region CreateContext /// /// Creates a context. A context is a lineage tracking entity that represents a /// logical grouping of other tracking or experiment entities. Some examples are an endpoint /// and a model package. For more information, see Amazon /// SageMaker ML Lineage Tracking. /// /// Container for the necessary parameters to execute the CreateContext service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the CreateContext service method, as returned by SageMaker. /// /// You have exceeded an SageMaker resource limit. For example, you might have too many /// training jobs created. /// /// REST API Reference for CreateContext Operation Task CreateContextAsync(CreateContextRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region CreateDataQualityJobDefinition /// /// Creates a definition for a job that monitors data quality and drift. For information /// about model monitor, see Amazon /// SageMaker Model Monitor. /// /// Container for the necessary parameters to execute the CreateDataQualityJobDefinition service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the CreateDataQualityJobDefinition service method, as returned by SageMaker. /// /// Resource being accessed is in use. /// /// /// You have exceeded an SageMaker resource limit. For example, you might have too many /// training jobs created. /// /// REST API Reference for CreateDataQualityJobDefinition Operation Task CreateDataQualityJobDefinitionAsync(CreateDataQualityJobDefinitionRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region CreateDeviceFleet /// /// Creates a device fleet. /// /// Container for the necessary parameters to execute the CreateDeviceFleet service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the CreateDeviceFleet service method, as returned by SageMaker. /// /// Resource being accessed is in use. /// /// /// You have exceeded an SageMaker resource limit. For example, you might have too many /// training jobs created. /// /// REST API Reference for CreateDeviceFleet Operation Task CreateDeviceFleetAsync(CreateDeviceFleetRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region CreateDomain /// /// Creates a Domain used by Amazon SageMaker Studio. A domain consists of /// an associated Amazon Elastic File System (EFS) volume, a list of authorized users, /// and a variety of security, application, policy, and Amazon Virtual Private Cloud (VPC) /// configurations. Users within a domain can share notebook files and other artifacts /// with each other. /// /// /// /// EFS storage /// /// /// /// When a domain is created, an EFS volume is created for use by all of the users within /// the domain. Each user receives a private home directory within the EFS volume for /// notebooks, Git repositories, and data files. /// /// /// /// SageMaker uses the Amazon Web Services Key Management Service (Amazon Web Services /// KMS) to encrypt the EFS volume attached to the domain with an Amazon Web Services /// managed key by default. For more control, you can specify a customer managed key. /// For more information, see Protect /// Data at Rest Using Encryption. /// /// /// /// VPC configuration /// /// /// /// All SageMaker Studio traffic between the domain and the EFS volume is through the /// specified VPC and subnets. For other Studio traffic, you can specify the AppNetworkAccessType /// parameter. AppNetworkAccessType corresponds to the network access type /// that you choose when you onboard to Studio. The following options are available: /// ///
  • /// /// PublicInternetOnly - Non-EFS traffic goes through a VPC managed by Amazon /// SageMaker, which allows internet access. This is the default value. /// ///
  • /// /// VpcOnly - All Studio traffic is through the specified VPC and subnets. /// Internet access is disabled by default. To allow internet access, you must specify /// a NAT gateway. /// /// /// /// When internet access is disabled, you won't be able to run a Studio notebook or to /// train or host models unless your VPC has an interface endpoint to the SageMaker API /// and runtime or a NAT gateway and your security groups allow outbound connections. /// ///
/// /// NFS traffic over TCP on port 2049 needs to be allowed in both inbound and outbound /// rules in order to launch a SageMaker Studio app successfully. /// /// /// /// For more information, see Connect /// SageMaker Studio Notebooks to Resources in a VPC. /// /// /// Container for the necessary parameters to execute the CreateDomain service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the CreateDomain service method, as returned by SageMaker. /// /// Resource being accessed is in use. /// /// /// You have exceeded an SageMaker resource limit. For example, you might have too many /// training jobs created. /// /// REST API Reference for CreateDomain Operation Task CreateDomainAsync(CreateDomainRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region CreateEdgeDeploymentPlan /// /// Creates an edge deployment plan, consisting of multiple stages. Each stage may have /// a different deployment configuration and devices. /// /// Container for the necessary parameters to execute the CreateEdgeDeploymentPlan service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the CreateEdgeDeploymentPlan service method, as returned by SageMaker. /// /// You have exceeded an SageMaker resource limit. For example, you might have too many /// training jobs created. /// /// REST API Reference for CreateEdgeDeploymentPlan Operation Task CreateEdgeDeploymentPlanAsync(CreateEdgeDeploymentPlanRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region CreateEdgeDeploymentStage /// /// Creates a new stage in an existing edge deployment plan. /// /// Container for the necessary parameters to execute the CreateEdgeDeploymentStage service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the CreateEdgeDeploymentStage service method, as returned by SageMaker. /// /// You have exceeded an SageMaker resource limit. For example, you might have too many /// training jobs created. /// /// REST API Reference for CreateEdgeDeploymentStage Operation Task CreateEdgeDeploymentStageAsync(CreateEdgeDeploymentStageRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region CreateEdgePackagingJob /// /// Starts a SageMaker Edge Manager model packaging job. Edge Manager will use the model /// artifacts from the Amazon Simple Storage Service bucket that you specify. After the /// model has been packaged, Amazon SageMaker saves the resulting artifacts to an S3 bucket /// that you specify. /// /// Container for the necessary parameters to execute the CreateEdgePackagingJob service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the CreateEdgePackagingJob service method, as returned by SageMaker. /// /// You have exceeded an SageMaker resource limit. For example, you might have too many /// training jobs created. /// /// REST API Reference for CreateEdgePackagingJob Operation Task CreateEdgePackagingJobAsync(CreateEdgePackagingJobRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region CreateEndpoint /// /// Creates an endpoint using the endpoint configuration specified in the request. SageMaker /// uses the endpoint to provision resources and deploy models. You create the endpoint /// configuration with the CreateEndpointConfig /// API. /// /// /// /// Use this API to deploy models using SageMaker hosting services. /// /// /// /// For an example that calls this method when deploying a model to SageMaker hosting /// services, see the Create /// Endpoint example notebook. /// /// /// /// You must not delete an EndpointConfig that is in use by an endpoint /// that is live or while the UpdateEndpoint or CreateEndpoint /// operations are being performed on the endpoint. To update an endpoint, you must create /// a new EndpointConfig. /// /// /// /// The endpoint name must be unique within an Amazon Web Services Region in your Amazon /// Web Services account. /// /// /// /// When it receives the request, SageMaker creates the endpoint, launches the resources /// (ML compute instances), and deploys the model(s) on them. /// /// /// /// When you call CreateEndpoint, /// a load call is made to DynamoDB to verify that your endpoint configuration exists. /// When you read data from a DynamoDB table supporting /// Eventually Consistent Reads , the response might not reflect the /// results of a recently completed write operation. The response might include some stale /// data. If the dependent entities are not yet in DynamoDB, this causes a validation /// error. If you repeat your read request after a short time, the response should return /// the latest data. So retry logic is recommended to handle these possible issues. We /// also recommend that customers call DescribeEndpointConfig /// before calling CreateEndpoint /// to minimize the potential impact of a DynamoDB eventually consistent read. /// /// /// /// When SageMaker receives the request, it sets the endpoint status to Creating. /// After it creates the endpoint, it sets the status to InService. SageMaker /// can then process incoming requests for inferences. To check the status of an endpoint, /// use the DescribeEndpoint /// API. /// /// /// /// If any of the models hosted at this endpoint get model data from an Amazon S3 location, /// SageMaker uses Amazon Web Services Security Token Service to download model artifacts /// from the S3 path you provided. Amazon Web Services STS is activated in your Amazon /// Web Services account by default. If you previously deactivated Amazon Web Services /// STS for a region, you need to reactivate Amazon Web Services STS for that region. /// For more information, see Activating /// and Deactivating Amazon Web Services STS in an Amazon Web Services Region in the /// Amazon Web Services Identity and Access Management User Guide. /// /// /// /// To add the IAM role policies for using this API operation, go to the IAM /// console, and choose Roles in the left navigation pane. Search the IAM role that /// you want to grant access to use the CreateEndpoint /// and CreateEndpointConfig /// API operations, add the following policies to the role. /// ///
  • /// /// Option 1: For a full SageMaker access, search and attach the AmazonSageMakerFullAccess /// policy. /// ///
  • /// /// Option 2: For granting a limited access to an IAM role, paste the following Action /// elements manually into the JSON file of the IAM role: /// /// /// /// "Action": ["sagemaker:CreateEndpoint", "sagemaker:CreateEndpointConfig"] /// /// /// /// /// "Resource": [ /// /// /// /// "arn:aws:sagemaker:region:account-id:endpoint/endpointName" /// /// /// /// "arn:aws:sagemaker:region:account-id:endpoint-config/endpointConfigName" /// /// /// /// /// ] /// /// /// /// For more information, see SageMaker /// API Permissions: Actions, Permissions, and Resources Reference. /// ///
/// /// Container for the necessary parameters to execute the CreateEndpoint service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the CreateEndpoint service method, as returned by SageMaker. /// /// You have exceeded an SageMaker resource limit. For example, you might have too many /// training jobs created. /// /// REST API Reference for CreateEndpoint Operation Task CreateEndpointAsync(CreateEndpointRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region CreateEndpointConfig /// /// Creates an endpoint configuration that SageMaker hosting services uses to deploy models. /// In the configuration, you identify one or more models, created using the CreateModel /// API, to deploy and the resources that you want SageMaker to provision. Then you call /// the CreateEndpoint /// API. /// /// /// /// Use this API if you want to use SageMaker hosting services to deploy models into /// production. /// /// /// /// In the request, you define a ProductionVariant, for each model that you /// want to deploy. Each ProductionVariant parameter also describes the resources /// that you want SageMaker to provision. This includes the number and type of ML compute /// instances to deploy. /// /// /// /// If you are hosting multiple models, you also assign a VariantWeight to /// specify how much traffic you want to allocate to each model. For example, suppose /// that you want to host two models, A and B, and you assign traffic weight 2 for model /// A and 1 for model B. SageMaker distributes two-thirds of the traffic to Model A, and /// one-third to model B. /// /// /// /// When you call CreateEndpoint, /// a load call is made to DynamoDB to verify that your endpoint configuration exists. /// When you read data from a DynamoDB table supporting /// Eventually Consistent Reads , the response might not reflect the /// results of a recently completed write operation. The response might include some stale /// data. If the dependent entities are not yet in DynamoDB, this causes a validation /// error. If you repeat your read request after a short time, the response should return /// the latest data. So retry logic is recommended to handle these possible issues. We /// also recommend that customers call DescribeEndpointConfig /// before calling CreateEndpoint /// to minimize the potential impact of a DynamoDB eventually consistent read. /// /// /// /// Container for the necessary parameters to execute the CreateEndpointConfig service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the CreateEndpointConfig service method, as returned by SageMaker. /// /// You have exceeded an SageMaker resource limit. For example, you might have too many /// training jobs created. /// /// REST API Reference for CreateEndpointConfig Operation Task CreateEndpointConfigAsync(CreateEndpointConfigRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region CreateExperiment /// /// Creates a SageMaker experiment. An experiment is a collection of trials /// that are observed, compared and evaluated as a group. A trial is a set of steps, called /// trial components, that produce a machine learning model. /// /// /// /// In the Studio UI, trials are referred to as run groups and trial components /// are referred to as runs. /// /// /// /// The goal of an experiment is to determine the components that produce the best model. /// Multiple trials are performed, each one isolating and measuring the impact of a change /// to one or more inputs, while keeping the remaining inputs constant. /// /// /// /// When you use SageMaker Studio or the SageMaker Python SDK, all experiments, trials, /// and trial components are automatically tracked, logged, and indexed. When you use /// the Amazon Web Services SDK for Python (Boto), you must use the logging APIs provided /// by the SDK. /// /// /// /// You can add tags to experiments, trials, trial components and then use the Search /// API to search for the tags. /// /// /// /// To add a description to an experiment, specify the optional Description /// parameter. To add a description later, or to change the description, call the UpdateExperiment /// API. /// /// /// /// To get a list of all your experiments, call the ListExperiments /// API. To view an experiment's properties, call the DescribeExperiment /// API. To get a list of all the trials associated with an experiment, call the ListTrials /// API. To create a trial call the CreateTrial /// API. /// /// /// Container for the necessary parameters to execute the CreateExperiment service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the CreateExperiment service method, as returned by SageMaker. /// /// You have exceeded an SageMaker resource limit. For example, you might have too many /// training jobs created. /// /// REST API Reference for CreateExperiment Operation Task CreateExperimentAsync(CreateExperimentRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region CreateFeatureGroup /// /// Create a new FeatureGroup. A FeatureGroup is a group of /// Features defined in the FeatureStore to describe a Record. /// /// /// /// /// The FeatureGroup defines the schema and features contained in the FeatureGroup. /// A FeatureGroup definition is composed of a list of Features, /// a RecordIdentifierFeatureName, an EventTimeFeatureName and /// configurations for its OnlineStore and OfflineStore. Check /// Amazon /// Web Services service quotas to see the FeatureGroups quota for your /// Amazon Web Services account. /// /// /// /// You must include at least one of OnlineStoreConfig and OfflineStoreConfig /// to create a FeatureGroup. /// /// /// /// Container for the necessary parameters to execute the CreateFeatureGroup service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the CreateFeatureGroup service method, as returned by SageMaker. /// /// Resource being accessed is in use. /// /// /// You have exceeded an SageMaker resource limit. For example, you might have too many /// training jobs created. /// /// REST API Reference for CreateFeatureGroup Operation Task CreateFeatureGroupAsync(CreateFeatureGroupRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region CreateFlowDefinition /// /// Creates a flow definition. /// /// Container for the necessary parameters to execute the CreateFlowDefinition service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the CreateFlowDefinition service method, as returned by SageMaker. /// /// Resource being accessed is in use. /// /// /// You have exceeded an SageMaker resource limit. For example, you might have too many /// training jobs created. /// /// REST API Reference for CreateFlowDefinition Operation Task CreateFlowDefinitionAsync(CreateFlowDefinitionRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region CreateHub /// /// Create a hub. /// /// /// /// Hub APIs are only callable through SageMaker Studio. /// /// /// /// Container for the necessary parameters to execute the CreateHub service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the CreateHub service method, as returned by SageMaker. /// /// Resource being accessed is in use. /// /// /// You have exceeded an SageMaker resource limit. For example, you might have too many /// training jobs created. /// /// REST API Reference for CreateHub Operation Task CreateHubAsync(CreateHubRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region CreateHumanTaskUi /// /// Defines the settings you will use for the human review workflow user interface. Reviewers /// will see a three-panel interface with an instruction area, the item to review, and /// an input area. /// /// Container for the necessary parameters to execute the CreateHumanTaskUi service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the CreateHumanTaskUi service method, as returned by SageMaker. /// /// Resource being accessed is in use. /// /// /// You have exceeded an SageMaker resource limit. For example, you might have too many /// training jobs created. /// /// REST API Reference for CreateHumanTaskUi Operation Task CreateHumanTaskUiAsync(CreateHumanTaskUiRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region CreateHyperParameterTuningJob /// /// Starts a hyperparameter tuning job. A hyperparameter tuning job finds the best version /// of a model by running many training jobs on your dataset using the algorithm you choose /// and values for hyperparameters within ranges that you specify. It then chooses the /// hyperparameter values that result in a model that performs the best, as measured by /// an objective metric that you choose. /// /// /// /// A hyperparameter tuning job automatically creates Amazon SageMaker experiments, trials, /// and trial components for each training job that it runs. You can view these entities /// in Amazon SageMaker Studio. For more information, see View /// Experiments, Trials, and Trial Components. /// /// /// /// Do not include any security-sensitive information including account access IDs, secrets /// or tokens in any hyperparameter field. If the use of security-sensitive credentials /// are detected, SageMaker will reject your training job request and return an exception /// error. /// /// /// /// Container for the necessary parameters to execute the CreateHyperParameterTuningJob service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the CreateHyperParameterTuningJob service method, as returned by SageMaker. /// /// Resource being accessed is in use. /// /// /// You have exceeded an SageMaker resource limit. For example, you might have too many /// training jobs created. /// /// REST API Reference for CreateHyperParameterTuningJob Operation Task CreateHyperParameterTuningJobAsync(CreateHyperParameterTuningJobRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region CreateImage /// /// Creates a custom SageMaker image. A SageMaker image is a set of image versions. Each /// image version represents a container image stored in Amazon Elastic Container Registry /// (ECR). For more information, see Bring /// your own SageMaker image. /// /// Container for the necessary parameters to execute the CreateImage service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the CreateImage service method, as returned by SageMaker. /// /// Resource being accessed is in use. /// /// /// You have exceeded an SageMaker resource limit. For example, you might have too many /// training jobs created. /// /// REST API Reference for CreateImage Operation Task CreateImageAsync(CreateImageRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region CreateImageVersion /// /// Creates a version of the SageMaker image specified by ImageName. The /// version represents the Amazon Elastic Container Registry (ECR) container image specified /// by BaseImage. /// /// Container for the necessary parameters to execute the CreateImageVersion service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the CreateImageVersion service method, as returned by SageMaker. /// /// Resource being accessed is in use. /// /// /// You have exceeded an SageMaker resource limit. For example, you might have too many /// training jobs created. /// /// /// Resource being access is not found. /// /// REST API Reference for CreateImageVersion Operation Task CreateImageVersionAsync(CreateImageVersionRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region CreateInferenceExperiment /// /// Creates an inference experiment using the configurations specified in the request. /// /// /// /// /// Use this API to setup and schedule an experiment to compare model variants on a Amazon /// SageMaker inference endpoint. For more information about inference experiments, see /// Shadow /// tests. /// /// /// /// Amazon SageMaker begins your experiment at the scheduled time and routes traffic /// to your endpoint's model variants based on your specified configuration. /// /// /// /// While the experiment is in progress or after it has concluded, you can view metrics /// that compare your model variants. For more information, see View, /// monitor, and edit shadow tests. /// /// /// Container for the necessary parameters to execute the CreateInferenceExperiment service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the CreateInferenceExperiment service method, as returned by SageMaker. /// /// Resource being accessed is in use. /// /// /// You have exceeded an SageMaker resource limit. For example, you might have too many /// training jobs created. /// /// REST API Reference for CreateInferenceExperiment Operation Task CreateInferenceExperimentAsync(CreateInferenceExperimentRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region CreateInferenceRecommendationsJob /// /// Starts a recommendation job. You can create either an instance recommendation or load /// test job. /// /// Container for the necessary parameters to execute the CreateInferenceRecommendationsJob service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the CreateInferenceRecommendationsJob service method, as returned by SageMaker. /// /// Resource being accessed is in use. /// /// /// You have exceeded an SageMaker resource limit. For example, you might have too many /// training jobs created. /// /// REST API Reference for CreateInferenceRecommendationsJob Operation Task CreateInferenceRecommendationsJobAsync(CreateInferenceRecommendationsJobRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region CreateLabelingJob /// /// Creates a job that uses workers to label the data objects in your input dataset. You /// can use the labeled data to train machine learning models. /// /// /// /// You can select your workforce from one of three providers: /// ///
  • /// /// A private workforce that you create. It can include employees, contractors, and outside /// experts. Use a private workforce when want the data to stay within your organization /// or when a specific set of skills is required. /// ///
  • /// /// One or more vendors that you select from the Amazon Web Services Marketplace. Vendors /// provide expertise in specific areas. /// ///
  • /// /// The Amazon Mechanical Turk workforce. This is the largest workforce, but it should /// only be used for public data or data that has been stripped of any personally identifiable /// information. /// ///
/// /// You can also use automated data labeling to reduce the number of data objects /// that need to be labeled by a human. Automated data labeling uses active learning /// to determine if a data object can be labeled by machine or if it needs to be sent /// to a human worker. For more information, see Using /// Automated Data Labeling. /// /// /// /// The data objects to be labeled are contained in an Amazon S3 bucket. You create a /// manifest file that describes the location of each object. For more information, /// see Using /// Input and Output Data. /// /// /// /// The output can be used as the manifest file for another labeling job or as training /// data for your machine learning models. /// /// /// /// You can use this operation to create a static labeling job or a streaming labeling /// job. A static labeling job stops if all data objects in the input manifest file identified /// in ManifestS3Uri have been labeled. A streaming labeling job runs perpetually /// until it is manually stopped, or remains idle for 10 days. You can send new data objects /// to an active (InProgress) streaming labeling job in real time. To learn /// how to create a static labeling job, see Create /// a Labeling Job (API) in the Amazon SageMaker Developer Guide. To learn how to /// create a streaming labeling job, see Create /// a Streaming Labeling Job. /// /// /// Container for the necessary parameters to execute the CreateLabelingJob service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the CreateLabelingJob service method, as returned by SageMaker. /// /// Resource being accessed is in use. /// /// /// You have exceeded an SageMaker resource limit. For example, you might have too many /// training jobs created. /// /// REST API Reference for CreateLabelingJob Operation Task CreateLabelingJobAsync(CreateLabelingJobRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region CreateModel /// /// Creates a model in SageMaker. In the request, you name the model and describe a primary /// container. For the primary container, you specify the Docker image that contains inference /// code, artifacts (from prior training), and a custom environment map that the inference /// code uses when you deploy the model for predictions. /// /// /// /// Use this API to create a model if you want to use SageMaker hosting services or run /// a batch transform job. /// /// /// /// To host your model, you create an endpoint configuration with the CreateEndpointConfig /// API, and then create an endpoint with the CreateEndpoint API. SageMaker /// then deploys all of the containers that you defined for the model in the hosting environment. /// /// /// /// /// For an example that calls this method when deploying a model to SageMaker hosting /// services, see Create /// a Model (Amazon Web Services SDK for Python (Boto 3)). /// /// /// /// To run a batch transform using your model, you start a job with the CreateTransformJob /// API. SageMaker uses your model and your dataset to get inferences which are then saved /// to a specified S3 location. /// /// /// /// In the request, you also provide an IAM role that SageMaker can assume to access model /// artifacts and docker image for deployment on ML compute hosting instances or for batch /// transform jobs. In addition, you also use the IAM role to manage permissions the inference /// code needs. For example, if the inference code access any other Amazon Web Services /// resources, you grant necessary permissions via this role. /// /// /// Container for the necessary parameters to execute the CreateModel service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the CreateModel service method, as returned by SageMaker. /// /// You have exceeded an SageMaker resource limit. For example, you might have too many /// training jobs created. /// /// REST API Reference for CreateModel Operation Task CreateModelAsync(CreateModelRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region CreateModelBiasJobDefinition /// /// Creates the definition for a model bias job. /// /// Container for the necessary parameters to execute the CreateModelBiasJobDefinition service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the CreateModelBiasJobDefinition service method, as returned by SageMaker. /// /// Resource being accessed is in use. /// /// /// You have exceeded an SageMaker resource limit. For example, you might have too many /// training jobs created. /// /// REST API Reference for CreateModelBiasJobDefinition Operation Task CreateModelBiasJobDefinitionAsync(CreateModelBiasJobDefinitionRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region CreateModelCard /// /// Creates an Amazon SageMaker Model Card. /// /// /// /// For information about how to use model cards, see Amazon /// SageMaker Model Card. /// /// /// Container for the necessary parameters to execute the CreateModelCard service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the CreateModelCard service method, as returned by SageMaker. /// /// There was a conflict when you attempted to modify a SageMaker entity such as an Experiment /// or Artifact. /// /// /// You have exceeded an SageMaker resource limit. For example, you might have too many /// training jobs created. /// /// REST API Reference for CreateModelCard Operation Task CreateModelCardAsync(CreateModelCardRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region CreateModelCardExportJob /// /// Creates an Amazon SageMaker Model Card export job. /// /// Container for the necessary parameters to execute the CreateModelCardExportJob service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the CreateModelCardExportJob service method, as returned by SageMaker. /// /// There was a conflict when you attempted to modify a SageMaker entity such as an Experiment /// or Artifact. /// /// /// You have exceeded an SageMaker resource limit. For example, you might have too many /// training jobs created. /// /// /// Resource being access is not found. /// /// REST API Reference for CreateModelCardExportJob Operation Task CreateModelCardExportJobAsync(CreateModelCardExportJobRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region CreateModelExplainabilityJobDefinition /// /// Creates the definition for a model explainability job. /// /// Container for the necessary parameters to execute the CreateModelExplainabilityJobDefinition service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the CreateModelExplainabilityJobDefinition service method, as returned by SageMaker. /// /// Resource being accessed is in use. /// /// /// You have exceeded an SageMaker resource limit. For example, you might have too many /// training jobs created. /// /// REST API Reference for CreateModelExplainabilityJobDefinition Operation Task CreateModelExplainabilityJobDefinitionAsync(CreateModelExplainabilityJobDefinitionRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region CreateModelPackage /// /// Creates a model package that you can use to create SageMaker models or list on Amazon /// Web Services Marketplace, or a versioned model that is part of a model group. Buyers /// can subscribe to model packages listed on Amazon Web Services Marketplace to create /// models in SageMaker. /// /// /// /// To create a model package by specifying a Docker container that contains your inference /// code and the Amazon S3 location of your model artifacts, provide values for InferenceSpecification. /// To create a model from an algorithm resource that you created or subscribed to in /// Amazon Web Services Marketplace, provide a value for SourceAlgorithmSpecification. /// /// /// /// There are two types of model packages: /// ///
  • /// /// Versioned - a model that is part of a model group in the model registry. /// ///
  • /// /// Unversioned - a model package that is not part of a model group. /// ///
/// /// Container for the necessary parameters to execute the CreateModelPackage service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the CreateModelPackage service method, as returned by SageMaker. /// /// There was a conflict when you attempted to modify a SageMaker entity such as an Experiment /// or Artifact. /// /// /// You have exceeded an SageMaker resource limit. For example, you might have too many /// training jobs created. /// /// REST API Reference for CreateModelPackage Operation Task CreateModelPackageAsync(CreateModelPackageRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region CreateModelPackageGroup /// /// Creates a model group. A model group contains a group of model versions. /// /// Container for the necessary parameters to execute the CreateModelPackageGroup service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the CreateModelPackageGroup service method, as returned by SageMaker. /// /// You have exceeded an SageMaker resource limit. For example, you might have too many /// training jobs created. /// /// REST API Reference for CreateModelPackageGroup Operation Task CreateModelPackageGroupAsync(CreateModelPackageGroupRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region CreateModelQualityJobDefinition /// /// Creates a definition for a job that monitors model quality and drift. For information /// about model monitor, see Amazon /// SageMaker Model Monitor. /// /// Container for the necessary parameters to execute the CreateModelQualityJobDefinition service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the CreateModelQualityJobDefinition service method, as returned by SageMaker. /// /// Resource being accessed is in use. /// /// /// You have exceeded an SageMaker resource limit. For example, you might have too many /// training jobs created. /// /// REST API Reference for CreateModelQualityJobDefinition Operation Task CreateModelQualityJobDefinitionAsync(CreateModelQualityJobDefinitionRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region CreateMonitoringSchedule /// /// Creates a schedule that regularly starts Amazon SageMaker Processing Jobs to monitor /// the data captured for an Amazon SageMaker Endpoint. /// /// Container for the necessary parameters to execute the CreateMonitoringSchedule service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the CreateMonitoringSchedule service method, as returned by SageMaker. /// /// Resource being accessed is in use. /// /// /// You have exceeded an SageMaker resource limit. For example, you might have too many /// training jobs created. /// /// REST API Reference for CreateMonitoringSchedule Operation Task CreateMonitoringScheduleAsync(CreateMonitoringScheduleRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region CreateNotebookInstance /// /// Creates an SageMaker notebook instance. A notebook instance is a machine learning /// (ML) compute instance running on a Jupyter notebook. /// /// /// /// In a CreateNotebookInstance request, specify the type of ML compute instance /// that you want to run. SageMaker launches the instance, installs common libraries that /// you can use to explore datasets for model training, and attaches an ML storage volume /// to the notebook instance. /// /// /// /// SageMaker also provides a set of example notebooks. Each notebook demonstrates how /// to use SageMaker with a specific algorithm or with a machine learning framework. /// /// /// /// After receiving the request, SageMaker does the following: /// ///
  1. /// /// Creates a network interface in the SageMaker VPC. /// ///
  2. /// /// (Option) If you specified SubnetId, SageMaker creates a network interface /// in your own VPC, which is inferred from the subnet ID that you provide in the input. /// When creating this network interface, SageMaker attaches the security group that you /// specified in the request to the network interface that it creates in your VPC. /// ///
  3. /// /// Launches an EC2 instance of the type specified in the request in the SageMaker VPC. /// If you specified SubnetId of your VPC, SageMaker specifies both network /// interfaces when launching this instance. This enables inbound traffic from your own /// VPC to the notebook instance, assuming that the security groups allow it. /// ///
/// /// After creating the notebook instance, SageMaker returns its Amazon Resource Name (ARN). /// You can't change the name of a notebook instance after you create it. /// /// /// /// After SageMaker creates the notebook instance, you can connect to the Jupyter server /// and work in Jupyter notebooks. For example, you can write code to explore a dataset /// that you can use for model training, train a model, host models by creating SageMaker /// endpoints, and validate hosted models. /// /// /// /// For more information, see How /// It Works. /// /// /// Container for the necessary parameters to execute the CreateNotebookInstance service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the CreateNotebookInstance service method, as returned by SageMaker. /// /// You have exceeded an SageMaker resource limit. For example, you might have too many /// training jobs created. /// /// REST API Reference for CreateNotebookInstance Operation Task CreateNotebookInstanceAsync(CreateNotebookInstanceRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region CreateNotebookInstanceLifecycleConfig /// /// Creates a lifecycle configuration that you can associate with a notebook instance. /// A lifecycle configuration is a collection of shell scripts that run when you /// create or start a notebook instance. /// /// /// /// Each lifecycle configuration script has a limit of 16384 characters. /// /// /// /// The value of the $PATH environment variable that is available to both /// scripts is /sbin:bin:/usr/sbin:/usr/bin. /// /// /// /// View CloudWatch Logs for notebook instance lifecycle configurations in log group /aws/sagemaker/NotebookInstances /// in log stream [notebook-instance-name]/[LifecycleConfigHook]. /// /// /// /// Lifecycle configuration scripts cannot run for longer than 5 minutes. If a script /// runs for longer than 5 minutes, it fails and the notebook instance is not created /// or started. /// /// /// /// For information about notebook instance lifestyle configurations, see Step /// 2.1: (Optional) Customize a Notebook Instance. /// /// /// Container for the necessary parameters to execute the CreateNotebookInstanceLifecycleConfig service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the CreateNotebookInstanceLifecycleConfig service method, as returned by SageMaker. /// /// You have exceeded an SageMaker resource limit. For example, you might have too many /// training jobs created. /// /// REST API Reference for CreateNotebookInstanceLifecycleConfig Operation Task CreateNotebookInstanceLifecycleConfigAsync(CreateNotebookInstanceLifecycleConfigRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region CreatePipeline /// /// Creates a pipeline using a JSON pipeline definition. /// /// Container for the necessary parameters to execute the CreatePipeline service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the CreatePipeline service method, as returned by SageMaker. /// /// You have exceeded an SageMaker resource limit. For example, you might have too many /// training jobs created. /// /// /// Resource being access is not found. /// /// REST API Reference for CreatePipeline Operation Task CreatePipelineAsync(CreatePipelineRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region CreatePresignedDomainUrl /// /// Creates a URL for a specified UserProfile in a Domain. When accessed in a web browser, /// the user will be automatically signed in to Amazon SageMaker Studio, and granted access /// to all of the Apps and files associated with the Domain's Amazon Elastic File System /// (EFS) volume. This operation can only be called when the authentication mode equals /// IAM. /// /// /// /// The IAM role or user passed to this API defines the permissions to access the app. /// Once the presigned URL is created, no additional permission is required to access /// this URL. IAM authorization policies for this API are also enforced for every HTTP /// request and WebSocket frame that attempts to connect to the app. /// /// /// /// You can restrict access to this API and to the URL that it returns to a list of IP /// addresses, Amazon VPCs or Amazon VPC Endpoints that you specify. For more information, /// see Connect /// to SageMaker Studio Through an Interface VPC Endpoint . /// /// /// /// The URL that you get from a call to CreatePresignedDomainUrl has a default /// timeout of 5 minutes. You can configure this value using ExpiresInSeconds. /// If you try to use the URL after the timeout limit expires, you are directed to the /// Amazon Web Services console sign-in page. /// /// /// /// Container for the necessary parameters to execute the CreatePresignedDomainUrl service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the CreatePresignedDomainUrl service method, as returned by SageMaker. /// /// Resource being access is not found. /// /// REST API Reference for CreatePresignedDomainUrl Operation Task CreatePresignedDomainUrlAsync(CreatePresignedDomainUrlRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region CreatePresignedNotebookInstanceUrl /// /// Returns a URL that you can use to connect to the Jupyter server from a notebook instance. /// In the SageMaker console, when you choose Open next to a notebook instance, /// SageMaker opens a new tab showing the Jupyter server home page from the notebook instance. /// The console uses this API to get the URL and show the page. /// /// /// /// The IAM role or user used to call this API defines the permissions to access the /// notebook instance. Once the presigned URL is created, no additional permission is /// required to access this URL. IAM authorization policies for this API are also enforced /// for every HTTP request and WebSocket frame that attempts to connect to the notebook /// instance. /// /// /// /// You can restrict access to this API and to the URL that it returns to a list of IP /// addresses that you specify. Use the NotIpAddress condition operator and /// the aws:SourceIP condition context key to specify the list of IP addresses /// that you want to have access to the notebook instance. For more information, see Limit /// Access to a Notebook Instance by IP Address. /// /// /// /// The URL that you get from a call to CreatePresignedNotebookInstanceUrl /// is valid only for 5 minutes. If you try to use the URL after the 5-minute limit expires, /// you are directed to the Amazon Web Services console sign-in page. /// /// /// /// Container for the necessary parameters to execute the CreatePresignedNotebookInstanceUrl service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the CreatePresignedNotebookInstanceUrl service method, as returned by SageMaker. /// REST API Reference for CreatePresignedNotebookInstanceUrl Operation Task CreatePresignedNotebookInstanceUrlAsync(CreatePresignedNotebookInstanceUrlRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region CreateProcessingJob /// /// Creates a processing job. /// /// Container for the necessary parameters to execute the CreateProcessingJob service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the CreateProcessingJob service method, as returned by SageMaker. /// /// Resource being accessed is in use. /// /// /// You have exceeded an SageMaker resource limit. For example, you might have too many /// training jobs created. /// /// /// Resource being access is not found. /// /// REST API Reference for CreateProcessingJob Operation Task CreateProcessingJobAsync(CreateProcessingJobRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region CreateProject /// /// Creates 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. /// /// Container for the necessary parameters to execute the CreateProject service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the CreateProject service method, as returned by SageMaker. /// /// You have exceeded an SageMaker resource limit. For example, you might have too many /// training jobs created. /// /// REST API Reference for CreateProject Operation Task CreateProjectAsync(CreateProjectRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region CreateSpace /// /// Creates a space used for real time collaboration in a Domain. /// /// Container for the necessary parameters to execute the CreateSpace service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the CreateSpace service method, as returned by SageMaker. /// /// Resource being accessed is in use. /// /// /// You have exceeded an SageMaker resource limit. For example, you might have too many /// training jobs created. /// /// REST API Reference for CreateSpace Operation Task CreateSpaceAsync(CreateSpaceRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region CreateStudioLifecycleConfig /// /// Creates a new Studio Lifecycle Configuration. /// /// Container for the necessary parameters to execute the CreateStudioLifecycleConfig service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the CreateStudioLifecycleConfig service method, as returned by SageMaker. /// /// Resource being accessed is in use. /// /// REST API Reference for CreateStudioLifecycleConfig Operation Task CreateStudioLifecycleConfigAsync(CreateStudioLifecycleConfigRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region CreateTrainingJob /// /// Starts a model training job. After training completes, SageMaker saves the resulting /// model artifacts to an Amazon S3 location that you specify. /// /// /// /// If you choose to host your model using SageMaker hosting services, you can use the /// resulting model artifacts as part of the model. You can also use the artifacts in /// a machine learning service other than SageMaker, provided that you know how to use /// them for inference. /// /// /// /// In the request body, you provide the following: /// ///
  • /// /// AlgorithmSpecification - Identifies the training algorithm to use. /// ///
  • /// /// HyperParameters - Specify these algorithm-specific parameters to enable /// the estimation of model parameters during training. Hyperparameters can be tuned to /// optimize this learning process. For a list of hyperparameters for each training algorithm /// provided by SageMaker, see Algorithms. /// /// /// /// /// Do not include any security-sensitive information including account access IDs, secrets /// or tokens in any hyperparameter field. If the use of security-sensitive credentials /// are detected, SageMaker will reject your training job request and return an exception /// error. /// ///
  • /// /// InputDataConfig - Describes the input required by the training job and /// the Amazon S3, EFS, or FSx location where it is stored. /// ///
  • /// /// OutputDataConfig - Identifies the Amazon S3 bucket where you want SageMaker /// to save the results of model training. /// ///
  • /// /// ResourceConfig - Identifies the resources, ML compute instances, and /// ML storage volumes to deploy for model training. In distributed training, you specify /// more than one instance. /// ///
  • /// /// EnableManagedSpotTraining - Optimize the cost of training machine learning /// models by up to 80% by using Amazon EC2 Spot instances. For more information, see /// Managed /// Spot Training. /// ///
  • /// /// RoleArn - The Amazon Resource Name (ARN) that SageMaker assumes to perform /// tasks on your behalf during model training. You must grant this role the necessary /// permissions so that SageMaker can successfully complete model training. /// ///
  • /// /// StoppingCondition - To help cap training costs, use MaxRuntimeInSeconds /// to set a time limit for training. Use MaxWaitTimeInSeconds to specify /// how long a managed spot training job has to complete. /// ///
  • /// /// Environment - The environment variables to set in the Docker container. /// ///
  • /// /// RetryStrategy - The number of times to retry the job when the job fails /// due to an InternalServerError. /// ///
/// /// For more information about SageMaker, see How /// It Works. /// /// /// Container for the necessary parameters to execute the CreateTrainingJob service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the CreateTrainingJob service method, as returned by SageMaker. /// /// Resource being accessed is in use. /// /// /// You have exceeded an SageMaker resource limit. For example, you might have too many /// training jobs created. /// /// /// Resource being access is not found. /// /// REST API Reference for CreateTrainingJob Operation Task CreateTrainingJobAsync(CreateTrainingJobRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region CreateTransformJob /// /// Starts a transform job. A transform job uses a trained model to get inferences on /// a dataset and saves these results to an Amazon S3 location that you specify. /// /// /// /// To perform batch transformations, you create a transform job and use the data that /// you have readily available. /// /// /// /// In the request body, you provide the following: /// ///
  • /// /// TransformJobName - Identifies the transform job. The name must be unique /// within an Amazon Web Services Region in an Amazon Web Services account. /// ///
  • /// /// ModelName - Identifies the model to use. ModelName must /// be the name of an existing Amazon SageMaker model in the same Amazon Web Services /// Region and Amazon Web Services account. For information on creating a model, see CreateModel. /// ///
  • /// /// TransformInput - Describes the dataset to be transformed and the Amazon /// S3 location where it is stored. /// ///
  • /// /// TransformOutput - Identifies the Amazon S3 location where you want Amazon /// SageMaker to save the results from the transform job. /// ///
  • /// /// TransformResources - Identifies the ML compute instances for the transform /// job. /// ///
/// /// For more information about how batch transformation works, see Batch /// Transform. /// /// /// Container for the necessary parameters to execute the CreateTransformJob service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the CreateTransformJob service method, as returned by SageMaker. /// /// Resource being accessed is in use. /// /// /// You have exceeded an SageMaker resource limit. For example, you might have too many /// training jobs created. /// /// /// Resource being access is not found. /// /// REST API Reference for CreateTransformJob Operation Task CreateTransformJobAsync(CreateTransformJobRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region CreateTrial /// /// Creates an SageMaker trial. A trial is a set of steps called trial components /// that produce a machine learning model. A trial is part of a single SageMaker experiment. /// /// /// /// When you use SageMaker Studio or the SageMaker Python SDK, all experiments, trials, /// and trial components are automatically tracked, logged, and indexed. When you use /// the Amazon Web Services SDK for Python (Boto), you must use the logging APIs provided /// by the SDK. /// /// /// /// You can add tags to a trial and then use the Search /// API to search for the tags. /// /// /// /// To get a list of all your trials, call the ListTrials /// API. To view a trial's properties, call the DescribeTrial /// API. To create a trial component, call the CreateTrialComponent /// API. /// /// /// Container for the necessary parameters to execute the CreateTrial service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the CreateTrial service method, as returned by SageMaker. /// /// You have exceeded an SageMaker resource limit. For example, you might have too many /// training jobs created. /// /// /// Resource being access is not found. /// /// REST API Reference for CreateTrial Operation Task CreateTrialAsync(CreateTrialRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region CreateTrialComponent /// /// Creates a trial component, which is a stage of a machine learning trial. /// A trial is composed of one or more trial components. A trial component can be used /// in multiple trials. /// /// /// /// Trial components include pre-processing jobs, training jobs, and batch transform jobs. /// /// /// /// When you use SageMaker Studio or the SageMaker Python SDK, all experiments, trials, /// and trial components are automatically tracked, logged, and indexed. When you use /// the Amazon Web Services SDK for Python (Boto), you must use the logging APIs provided /// by the SDK. /// /// /// /// You can add tags to a trial component and then use the Search /// API to search for the tags. /// /// /// Container for the necessary parameters to execute the CreateTrialComponent service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the CreateTrialComponent service method, as returned by SageMaker. /// /// You have exceeded an SageMaker resource limit. For example, you might have too many /// training jobs created. /// /// REST API Reference for CreateTrialComponent Operation Task CreateTrialComponentAsync(CreateTrialComponentRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region CreateUserProfile /// /// Creates a user profile. A user profile represents a single user within a domain, and /// is the main way to reference a "person" for the purposes of sharing, reporting, and /// other user-oriented features. This entity is created when a user onboards to Amazon /// SageMaker Studio. If an administrator invites a person by email or imports them from /// IAM Identity Center, a user profile is automatically created. A user profile is the /// primary holder of settings for an individual user and has a reference to the user's /// private Amazon Elastic File System (EFS) home directory. /// /// Container for the necessary parameters to execute the CreateUserProfile service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the CreateUserProfile service method, as returned by SageMaker. /// /// Resource being accessed is in use. /// /// /// You have exceeded an SageMaker resource limit. For example, you might have too many /// training jobs created. /// /// REST API Reference for CreateUserProfile Operation Task CreateUserProfileAsync(CreateUserProfileRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region CreateWorkforce /// /// Use this operation to create a workforce. This operation will return an error if a /// workforce already exists in the Amazon Web Services Region that you specify. You can /// only create one workforce in each Amazon Web Services Region per Amazon Web Services /// account. /// /// /// /// If you want to create a new workforce in an Amazon Web Services Region where a workforce /// already exists, use the DeleteWorkforce /// API operation to delete the existing workforce and then use CreateWorkforce /// to create a new workforce. /// /// /// /// To create a private workforce using Amazon Cognito, you must specify a Cognito user /// pool in CognitoConfig. You can also create an Amazon Cognito workforce /// using the Amazon SageMaker console. For more information, see /// Create a Private Workforce (Amazon Cognito). /// /// /// /// To create a private workforce using your own OIDC Identity Provider (IdP), specify /// your IdP configuration in OidcConfig. Your OIDC IdP must support groups /// because groups are used by Ground Truth and Amazon A2I to create work teams. For more /// information, see /// Create a Private Workforce (OIDC IdP). /// /// /// Container for the necessary parameters to execute the CreateWorkforce service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the CreateWorkforce service method, as returned by SageMaker. /// REST API Reference for CreateWorkforce Operation Task CreateWorkforceAsync(CreateWorkforceRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region CreateWorkteam /// /// Creates a new work team for labeling your data. A work team is defined by one or more /// Amazon Cognito user pools. You must first create the user pools before you can create /// a work team. /// /// /// /// You cannot create more than 25 work teams in an account and region. /// /// /// Container for the necessary parameters to execute the CreateWorkteam service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the CreateWorkteam service method, as returned by SageMaker. /// /// Resource being accessed is in use. /// /// /// You have exceeded an SageMaker resource limit. For example, you might have too many /// training jobs created. /// /// REST API Reference for CreateWorkteam Operation Task CreateWorkteamAsync(CreateWorkteamRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region DeleteAction /// /// Deletes an action. /// /// Container for the necessary parameters to execute the DeleteAction service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the DeleteAction service method, as returned by SageMaker. /// /// Resource being access is not found. /// /// REST API Reference for DeleteAction Operation Task DeleteActionAsync(DeleteActionRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region DeleteAlgorithm /// /// Removes the specified algorithm from your account. /// /// Container for the necessary parameters to execute the DeleteAlgorithm service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the DeleteAlgorithm service method, as returned by SageMaker. /// REST API Reference for DeleteAlgorithm Operation Task DeleteAlgorithmAsync(DeleteAlgorithmRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region DeleteApp /// /// Used to stop and delete an app. /// /// Container for the necessary parameters to execute the DeleteApp service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the DeleteApp service method, as returned by SageMaker. /// /// Resource being accessed is in use. /// /// /// Resource being access is not found. /// /// REST API Reference for DeleteApp Operation Task DeleteAppAsync(DeleteAppRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region DeleteAppImageConfig /// /// Deletes an AppImageConfig. /// /// Container for the necessary parameters to execute the DeleteAppImageConfig service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the DeleteAppImageConfig service method, as returned by SageMaker. /// /// Resource being access is not found. /// /// REST API Reference for DeleteAppImageConfig Operation Task DeleteAppImageConfigAsync(DeleteAppImageConfigRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region DeleteArtifact /// /// Deletes an artifact. Either ArtifactArn or Source must be /// specified. /// /// Container for the necessary parameters to execute the DeleteArtifact service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the DeleteArtifact service method, as returned by SageMaker. /// /// Resource being access is not found. /// /// REST API Reference for DeleteArtifact Operation Task DeleteArtifactAsync(DeleteArtifactRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region DeleteAssociation /// /// Deletes an association. /// /// Container for the necessary parameters to execute the DeleteAssociation service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the DeleteAssociation service method, as returned by SageMaker. /// /// Resource being access is not found. /// /// REST API Reference for DeleteAssociation Operation Task DeleteAssociationAsync(DeleteAssociationRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region DeleteCodeRepository /// /// Deletes the specified Git repository from your account. /// /// Container for the necessary parameters to execute the DeleteCodeRepository service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the DeleteCodeRepository service method, as returned by SageMaker. /// REST API Reference for DeleteCodeRepository Operation Task DeleteCodeRepositoryAsync(DeleteCodeRepositoryRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region DeleteContext /// /// Deletes an context. /// /// Container for the necessary parameters to execute the DeleteContext service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the DeleteContext service method, as returned by SageMaker. /// /// Resource being access is not found. /// /// REST API Reference for DeleteContext Operation Task DeleteContextAsync(DeleteContextRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region DeleteDataQualityJobDefinition /// /// Deletes a data quality monitoring job definition. /// /// Container for the necessary parameters to execute the DeleteDataQualityJobDefinition service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the DeleteDataQualityJobDefinition service method, as returned by SageMaker. /// /// Resource being access is not found. /// /// REST API Reference for DeleteDataQualityJobDefinition Operation Task DeleteDataQualityJobDefinitionAsync(DeleteDataQualityJobDefinitionRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region DeleteDeviceFleet /// /// Deletes a fleet. /// /// Container for the necessary parameters to execute the DeleteDeviceFleet service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the DeleteDeviceFleet service method, as returned by SageMaker. /// /// Resource being accessed is in use. /// /// REST API Reference for DeleteDeviceFleet Operation Task DeleteDeviceFleetAsync(DeleteDeviceFleetRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region DeleteDomain /// /// Used to delete a domain. If you onboarded with IAM mode, you will need to delete your /// domain to onboard again using IAM Identity Center. Use with caution. All of the members /// of the domain will lose access to their EFS volume, including data, notebooks, and /// other artifacts. /// /// Container for the necessary parameters to execute the DeleteDomain service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the DeleteDomain service method, as returned by SageMaker. /// /// Resource being accessed is in use. /// /// /// Resource being access is not found. /// /// REST API Reference for DeleteDomain Operation Task DeleteDomainAsync(DeleteDomainRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region DeleteEdgeDeploymentPlan /// /// Deletes an edge deployment plan if (and only if) all the stages in the plan are inactive /// or there are no stages in the plan. /// /// Container for the necessary parameters to execute the DeleteEdgeDeploymentPlan service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the DeleteEdgeDeploymentPlan service method, as returned by SageMaker. /// /// Resource being accessed is in use. /// /// REST API Reference for DeleteEdgeDeploymentPlan Operation Task DeleteEdgeDeploymentPlanAsync(DeleteEdgeDeploymentPlanRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region DeleteEdgeDeploymentStage /// /// Delete a stage in an edge deployment plan if (and only if) the stage is inactive. /// /// Container for the necessary parameters to execute the DeleteEdgeDeploymentStage service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the DeleteEdgeDeploymentStage service method, as returned by SageMaker. /// /// Resource being accessed is in use. /// /// REST API Reference for DeleteEdgeDeploymentStage Operation Task DeleteEdgeDeploymentStageAsync(DeleteEdgeDeploymentStageRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region DeleteEndpoint /// /// Deletes an endpoint. SageMaker frees up all of the resources that were deployed when /// the endpoint was created. /// /// /// /// SageMaker retires any custom KMS key grants associated with the endpoint, meaning /// you don't need to use the RevokeGrant /// API call. /// /// /// /// When you delete your endpoint, SageMaker asynchronously deletes associated endpoint /// resources such as KMS key grants. You might still see these resources in your account /// for a few minutes after deleting your endpoint. Do not delete or revoke the permissions /// for your ExecutionRoleArn /// , otherwise SageMaker cannot delete these resources. /// /// /// Container for the necessary parameters to execute the DeleteEndpoint service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the DeleteEndpoint service method, as returned by SageMaker. /// REST API Reference for DeleteEndpoint Operation Task DeleteEndpointAsync(DeleteEndpointRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region DeleteEndpointConfig /// /// Deletes an endpoint configuration. The DeleteEndpointConfig API deletes /// only the specified configuration. It does not delete endpoints created using the configuration. /// /// /// /// /// You must not delete an EndpointConfig in use by an endpoint that is live /// or while the UpdateEndpoint or CreateEndpoint operations /// are being performed on the endpoint. If you delete the EndpointConfig /// of an endpoint that is active or being created or updated you may lose visibility /// into the instance type the endpoint is using. The endpoint must be deleted in order /// to stop incurring charges. /// /// /// Container for the necessary parameters to execute the DeleteEndpointConfig service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the DeleteEndpointConfig service method, as returned by SageMaker. /// REST API Reference for DeleteEndpointConfig Operation Task DeleteEndpointConfigAsync(DeleteEndpointConfigRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region DeleteExperiment /// /// Deletes an SageMaker experiment. All trials associated with the experiment must be /// deleted first. Use the ListTrials /// API to get a list of the trials associated with the experiment. /// /// Container for the necessary parameters to execute the DeleteExperiment service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the DeleteExperiment service method, as returned by SageMaker. /// /// Resource being access is not found. /// /// REST API Reference for DeleteExperiment Operation Task DeleteExperimentAsync(DeleteExperimentRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region DeleteFeatureGroup /// /// Delete the FeatureGroup and any data that was written to the OnlineStore /// of the FeatureGroup. Data cannot be accessed from the OnlineStore /// immediately after DeleteFeatureGroup is called. /// /// /// /// Data written into the OfflineStore will not be deleted. The Amazon Web /// Services Glue database and tables that are automatically created for your OfflineStore /// are not deleted. /// /// /// Container for the necessary parameters to execute the DeleteFeatureGroup service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the DeleteFeatureGroup service method, as returned by SageMaker. /// /// Resource being access is not found. /// /// REST API Reference for DeleteFeatureGroup Operation Task DeleteFeatureGroupAsync(DeleteFeatureGroupRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region DeleteFlowDefinition /// /// Deletes the specified flow definition. /// /// Container for the necessary parameters to execute the DeleteFlowDefinition service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the DeleteFlowDefinition service method, as returned by SageMaker. /// /// Resource being accessed is in use. /// /// /// Resource being access is not found. /// /// REST API Reference for DeleteFlowDefinition Operation Task DeleteFlowDefinitionAsync(DeleteFlowDefinitionRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region DeleteHub /// /// Delete a hub. /// /// /// /// Hub APIs are only callable through SageMaker Studio. /// /// /// /// Container for the necessary parameters to execute the DeleteHub service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the DeleteHub service method, as returned by SageMaker. /// /// Resource being accessed is in use. /// /// /// Resource being access is not found. /// /// REST API Reference for DeleteHub Operation Task DeleteHubAsync(DeleteHubRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region DeleteHubContent /// /// Delete the contents of a hub. /// /// /// /// Hub APIs are only callable through SageMaker Studio. /// /// /// /// Container for the necessary parameters to execute the DeleteHubContent service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the DeleteHubContent service method, as returned by SageMaker. /// /// Resource being accessed is in use. /// /// /// Resource being access is not found. /// /// REST API Reference for DeleteHubContent Operation Task DeleteHubContentAsync(DeleteHubContentRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region DeleteHumanTaskUi /// /// Use this operation to delete a human task user interface (worker task template). /// /// /// /// To see a list of human task user interfaces (work task templates) in your account, /// use ListHumanTaskUis. /// When you delete a worker task template, it no longer appears when you call ListHumanTaskUis. /// /// /// Container for the necessary parameters to execute the DeleteHumanTaskUi service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the DeleteHumanTaskUi service method, as returned by SageMaker. /// /// Resource being access is not found. /// /// REST API Reference for DeleteHumanTaskUi Operation Task DeleteHumanTaskUiAsync(DeleteHumanTaskUiRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region DeleteImage /// /// Deletes a SageMaker image and all versions of the image. The container images aren't /// deleted. /// /// Container for the necessary parameters to execute the DeleteImage service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the DeleteImage service method, as returned by SageMaker. /// /// Resource being accessed is in use. /// /// /// Resource being access is not found. /// /// REST API Reference for DeleteImage Operation Task DeleteImageAsync(DeleteImageRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region DeleteImageVersion /// /// Deletes a version of a SageMaker image. The container image the version represents /// isn't deleted. /// /// Container for the necessary parameters to execute the DeleteImageVersion service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the DeleteImageVersion service method, as returned by SageMaker. /// /// Resource being accessed is in use. /// /// /// Resource being access is not found. /// /// REST API Reference for DeleteImageVersion Operation Task DeleteImageVersionAsync(DeleteImageVersionRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region DeleteInferenceExperiment /// /// Deletes an inference experiment. /// /// /// /// This operation does not delete your endpoint, variants, or any underlying resources. /// This operation only deletes the metadata of your experiment. /// /// /// /// Container for the necessary parameters to execute the DeleteInferenceExperiment service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the DeleteInferenceExperiment service method, as returned by SageMaker. /// /// There was a conflict when you attempted to modify a SageMaker entity such as an Experiment /// or Artifact. /// /// /// Resource being access is not found. /// /// REST API Reference for DeleteInferenceExperiment Operation Task DeleteInferenceExperimentAsync(DeleteInferenceExperimentRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region DeleteModel /// /// Deletes a model. The DeleteModel API deletes only the model entry that /// was created in SageMaker when you called the CreateModel API. It does /// not delete model artifacts, inference code, or the IAM role that you specified when /// creating the model. /// /// Container for the necessary parameters to execute the DeleteModel service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the DeleteModel service method, as returned by SageMaker. /// REST API Reference for DeleteModel Operation Task DeleteModelAsync(DeleteModelRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region DeleteModelBiasJobDefinition /// /// Deletes an Amazon SageMaker model bias job definition. /// /// Container for the necessary parameters to execute the DeleteModelBiasJobDefinition service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the DeleteModelBiasJobDefinition service method, as returned by SageMaker. /// /// Resource being access is not found. /// /// REST API Reference for DeleteModelBiasJobDefinition Operation Task DeleteModelBiasJobDefinitionAsync(DeleteModelBiasJobDefinitionRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region DeleteModelCard /// /// Deletes an Amazon SageMaker Model Card. /// /// Container for the necessary parameters to execute the DeleteModelCard service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the DeleteModelCard service method, as returned by SageMaker. /// /// There was a conflict when you attempted to modify a SageMaker entity such as an Experiment /// or Artifact. /// /// /// Resource being access is not found. /// /// REST API Reference for DeleteModelCard Operation Task DeleteModelCardAsync(DeleteModelCardRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region DeleteModelExplainabilityJobDefinition /// /// Deletes an Amazon SageMaker model explainability job definition. /// /// Container for the necessary parameters to execute the DeleteModelExplainabilityJobDefinition service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the DeleteModelExplainabilityJobDefinition service method, as returned by SageMaker. /// /// Resource being access is not found. /// /// REST API Reference for DeleteModelExplainabilityJobDefinition Operation Task DeleteModelExplainabilityJobDefinitionAsync(DeleteModelExplainabilityJobDefinitionRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region DeleteModelPackage /// /// Deletes a model package. /// /// /// /// A model package is used to create SageMaker models or list on Amazon Web Services /// Marketplace. Buyers can subscribe to model packages listed on Amazon Web Services /// Marketplace to create models in SageMaker. /// /// /// Container for the necessary parameters to execute the DeleteModelPackage service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the DeleteModelPackage service method, as returned by SageMaker. /// /// There was a conflict when you attempted to modify a SageMaker entity such as an Experiment /// or Artifact. /// /// REST API Reference for DeleteModelPackage Operation Task DeleteModelPackageAsync(DeleteModelPackageRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region DeleteModelPackageGroup /// /// Deletes the specified model group. /// /// Container for the necessary parameters to execute the DeleteModelPackageGroup service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the DeleteModelPackageGroup service method, as returned by SageMaker. /// /// There was a conflict when you attempted to modify a SageMaker entity such as an Experiment /// or Artifact. /// /// REST API Reference for DeleteModelPackageGroup Operation Task DeleteModelPackageGroupAsync(DeleteModelPackageGroupRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region DeleteModelPackageGroupPolicy /// /// Deletes a model group resource policy. /// /// Container for the necessary parameters to execute the DeleteModelPackageGroupPolicy service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the DeleteModelPackageGroupPolicy service method, as returned by SageMaker. /// REST API Reference for DeleteModelPackageGroupPolicy Operation Task DeleteModelPackageGroupPolicyAsync(DeleteModelPackageGroupPolicyRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region DeleteModelQualityJobDefinition /// /// Deletes the secified model quality monitoring job definition. /// /// Container for the necessary parameters to execute the DeleteModelQualityJobDefinition service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the DeleteModelQualityJobDefinition service method, as returned by SageMaker. /// /// Resource being access is not found. /// /// REST API Reference for DeleteModelQualityJobDefinition Operation Task DeleteModelQualityJobDefinitionAsync(DeleteModelQualityJobDefinitionRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region DeleteMonitoringSchedule /// /// Deletes a monitoring schedule. Also stops the schedule had not already been stopped. /// This does not delete the job execution history of the monitoring schedule. /// /// Container for the necessary parameters to execute the DeleteMonitoringSchedule service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the DeleteMonitoringSchedule service method, as returned by SageMaker. /// /// Resource being access is not found. /// /// REST API Reference for DeleteMonitoringSchedule Operation Task DeleteMonitoringScheduleAsync(DeleteMonitoringScheduleRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region DeleteNotebookInstance /// /// Deletes an SageMaker notebook instance. Before you can delete a notebook instance, /// you must call the StopNotebookInstance API. /// /// /// /// When you delete a notebook instance, you lose all of your data. SageMaker removes /// the ML compute instance, and deletes the ML storage volume and the network interface /// associated with the notebook instance. /// /// /// /// Container for the necessary parameters to execute the DeleteNotebookInstance service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the DeleteNotebookInstance service method, as returned by SageMaker. /// REST API Reference for DeleteNotebookInstance Operation Task DeleteNotebookInstanceAsync(DeleteNotebookInstanceRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region DeleteNotebookInstanceLifecycleConfig /// /// Deletes a notebook instance lifecycle configuration. /// /// Container for the necessary parameters to execute the DeleteNotebookInstanceLifecycleConfig service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the DeleteNotebookInstanceLifecycleConfig service method, as returned by SageMaker. /// REST API Reference for DeleteNotebookInstanceLifecycleConfig Operation Task DeleteNotebookInstanceLifecycleConfigAsync(DeleteNotebookInstanceLifecycleConfigRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region DeletePipeline /// /// Deletes a pipeline if there are no running instances of the pipeline. To delete a /// pipeline, you must stop all running instances of the pipeline using the StopPipelineExecution /// API. When you delete a pipeline, all instances of the pipeline are deleted. /// /// Container for the necessary parameters to execute the DeletePipeline service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the DeletePipeline service method, as returned by SageMaker. /// /// Resource being access is not found. /// /// REST API Reference for DeletePipeline Operation Task DeletePipelineAsync(DeletePipelineRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region DeleteProject /// /// Delete the specified project. /// /// Container for the necessary parameters to execute the DeleteProject service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the DeleteProject service method, as returned by SageMaker. /// /// There was a conflict when you attempted to modify a SageMaker entity such as an Experiment /// or Artifact. /// /// REST API Reference for DeleteProject Operation Task DeleteProjectAsync(DeleteProjectRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region DeleteSpace /// /// Used to delete a space. /// /// Container for the necessary parameters to execute the DeleteSpace service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the DeleteSpace service method, as returned by SageMaker. /// /// Resource being accessed is in use. /// /// /// Resource being access is not found. /// /// REST API Reference for DeleteSpace Operation Task DeleteSpaceAsync(DeleteSpaceRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region DeleteStudioLifecycleConfig /// /// Deletes the Studio Lifecycle Configuration. In order to delete the Lifecycle Configuration, /// there must be no running apps using the Lifecycle Configuration. You must also remove /// the Lifecycle Configuration from UserSettings in all Domains and UserProfiles. /// /// Container for the necessary parameters to execute the DeleteStudioLifecycleConfig service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the DeleteStudioLifecycleConfig service method, as returned by SageMaker. /// /// Resource being accessed is in use. /// /// /// Resource being access is not found. /// /// REST API Reference for DeleteStudioLifecycleConfig Operation Task DeleteStudioLifecycleConfigAsync(DeleteStudioLifecycleConfigRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region DeleteTags /// /// Deletes the specified tags from an SageMaker resource. /// /// /// /// To list a resource's tags, use the ListTags API. /// /// /// /// When you call this API to delete tags from a hyperparameter tuning job, the deleted /// tags are not removed from training jobs that the hyperparameter tuning job launched /// before you called this API. /// /// /// /// When you call this API to delete tags from a SageMaker Studio Domain or User Profile, /// the deleted tags are not removed from Apps that the SageMaker Studio Domain or User /// Profile launched before you called this API. /// /// /// /// Container for the necessary parameters to execute the DeleteTags service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the DeleteTags service method, as returned by SageMaker. /// REST API Reference for DeleteTags Operation Task DeleteTagsAsync(DeleteTagsRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region DeleteTrial /// /// Deletes the specified trial. All trial components that make up the trial must be deleted /// first. Use the DescribeTrialComponent /// API to get the list of trial components. /// /// Container for the necessary parameters to execute the DeleteTrial service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the DeleteTrial service method, as returned by SageMaker. /// /// Resource being access is not found. /// /// REST API Reference for DeleteTrial Operation Task DeleteTrialAsync(DeleteTrialRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region DeleteTrialComponent /// /// Deletes the specified trial component. A trial component must be disassociated from /// all trials before the trial component can be deleted. To disassociate a trial component /// from a trial, call the DisassociateTrialComponent /// API. /// /// Container for the necessary parameters to execute the DeleteTrialComponent service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the DeleteTrialComponent service method, as returned by SageMaker. /// /// Resource being access is not found. /// /// REST API Reference for DeleteTrialComponent Operation Task DeleteTrialComponentAsync(DeleteTrialComponentRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region DeleteUserProfile /// /// Deletes a user profile. When a user profile is deleted, the user loses access to their /// EFS volume, including data, notebooks, and other artifacts. /// /// Container for the necessary parameters to execute the DeleteUserProfile service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the DeleteUserProfile service method, as returned by SageMaker. /// /// Resource being accessed is in use. /// /// /// Resource being access is not found. /// /// REST API Reference for DeleteUserProfile Operation Task DeleteUserProfileAsync(DeleteUserProfileRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region DeleteWorkforce /// /// Use this operation to delete a workforce. /// /// /// /// If you want to create a new workforce in an Amazon Web Services Region where a workforce /// already exists, use this operation to delete the existing workforce and then use CreateWorkforce /// to create a new workforce. /// /// /// /// If a private workforce contains one or more work teams, you must use the DeleteWorkteam /// operation to delete all work teams before you delete the workforce. If you try to /// delete a workforce that contains one or more work teams, you will recieve a ResourceInUse /// error. /// /// /// /// Container for the necessary parameters to execute the DeleteWorkforce service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the DeleteWorkforce service method, as returned by SageMaker. /// REST API Reference for DeleteWorkforce Operation Task DeleteWorkforceAsync(DeleteWorkforceRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region DeleteWorkteam /// /// Deletes an existing work team. This operation can't be undone. /// /// Container for the necessary parameters to execute the DeleteWorkteam service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the DeleteWorkteam service method, as returned by SageMaker. /// /// You have exceeded an SageMaker resource limit. For example, you might have too many /// training jobs created. /// /// REST API Reference for DeleteWorkteam Operation Task DeleteWorkteamAsync(DeleteWorkteamRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region DeregisterDevices /// /// Deregisters the specified devices. After you deregister a device, you will need to /// re-register the devices. /// /// Container for the necessary parameters to execute the DeregisterDevices service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the DeregisterDevices service method, as returned by SageMaker. /// REST API Reference for DeregisterDevices Operation Task DeregisterDevicesAsync(DeregisterDevicesRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region DescribeAction /// /// Describes an action. /// /// Container for the necessary parameters to execute the DescribeAction service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the DescribeAction service method, as returned by SageMaker. /// /// Resource being access is not found. /// /// REST API Reference for DescribeAction Operation Task DescribeActionAsync(DescribeActionRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region DescribeAlgorithm /// /// Returns a description of the specified algorithm that is in your account. /// /// Container for the necessary parameters to execute the DescribeAlgorithm service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the DescribeAlgorithm service method, as returned by SageMaker. /// REST API Reference for DescribeAlgorithm Operation Task DescribeAlgorithmAsync(DescribeAlgorithmRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region DescribeApp /// /// Describes the app. /// /// Container for the necessary parameters to execute the DescribeApp service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the DescribeApp service method, as returned by SageMaker. /// /// Resource being access is not found. /// /// REST API Reference for DescribeApp Operation Task DescribeAppAsync(DescribeAppRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region DescribeAppImageConfig /// /// Describes an AppImageConfig. /// /// Container for the necessary parameters to execute the DescribeAppImageConfig service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the DescribeAppImageConfig service method, as returned by SageMaker. /// /// Resource being access is not found. /// /// REST API Reference for DescribeAppImageConfig Operation Task DescribeAppImageConfigAsync(DescribeAppImageConfigRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region DescribeArtifact /// /// Describes an artifact. /// /// Container for the necessary parameters to execute the DescribeArtifact service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the DescribeArtifact service method, as returned by SageMaker. /// /// Resource being access is not found. /// /// REST API Reference for DescribeArtifact Operation Task DescribeArtifactAsync(DescribeArtifactRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region DescribeAutoMLJob /// /// Returns information about an AutoML job created by calling CreateAutoMLJob. /// /// /// /// AutoML jobs created by calling CreateAutoMLJobV2 /// cannot be described by DescribeAutoMLJob. /// /// /// /// Container for the necessary parameters to execute the DescribeAutoMLJob service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the DescribeAutoMLJob service method, as returned by SageMaker. /// /// Resource being access is not found. /// /// REST API Reference for DescribeAutoMLJob Operation Task DescribeAutoMLJobAsync(DescribeAutoMLJobRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region DescribeAutoMLJobV2 /// /// Returns information about an AutoML job created by calling CreateAutoMLJobV2 /// or CreateAutoMLJob. /// /// Container for the necessary parameters to execute the DescribeAutoMLJobV2 service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the DescribeAutoMLJobV2 service method, as returned by SageMaker. /// /// Resource being access is not found. /// /// REST API Reference for DescribeAutoMLJobV2 Operation Task DescribeAutoMLJobV2Async(DescribeAutoMLJobV2Request request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region DescribeCodeRepository /// /// Gets details about the specified Git repository. /// /// Container for the necessary parameters to execute the DescribeCodeRepository service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the DescribeCodeRepository service method, as returned by SageMaker. /// REST API Reference for DescribeCodeRepository Operation Task DescribeCodeRepositoryAsync(DescribeCodeRepositoryRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region DescribeCompilationJob /// /// Returns information about a model compilation job. /// /// /// /// To create a model compilation job, use CreateCompilationJob. /// To get information about multiple model compilation jobs, use ListCompilationJobs. /// /// /// Container for the necessary parameters to execute the DescribeCompilationJob service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the DescribeCompilationJob service method, as returned by SageMaker. /// /// Resource being access is not found. /// /// REST API Reference for DescribeCompilationJob Operation Task DescribeCompilationJobAsync(DescribeCompilationJobRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region DescribeContext /// /// Describes a context. /// /// Container for the necessary parameters to execute the DescribeContext service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the DescribeContext service method, as returned by SageMaker. /// /// Resource being access is not found. /// /// REST API Reference for DescribeContext Operation Task DescribeContextAsync(DescribeContextRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region DescribeDataQualityJobDefinition /// /// Gets the details of a data quality monitoring job definition. /// /// Container for the necessary parameters to execute the DescribeDataQualityJobDefinition service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the DescribeDataQualityJobDefinition service method, as returned by SageMaker. /// /// Resource being access is not found. /// /// REST API Reference for DescribeDataQualityJobDefinition Operation Task DescribeDataQualityJobDefinitionAsync(DescribeDataQualityJobDefinitionRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region DescribeDevice /// /// Describes the device. /// /// Container for the necessary parameters to execute the DescribeDevice service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the DescribeDevice service method, as returned by SageMaker. /// /// Resource being access is not found. /// /// REST API Reference for DescribeDevice Operation Task DescribeDeviceAsync(DescribeDeviceRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region DescribeDeviceFleet /// /// A description of the fleet the device belongs to. /// /// Container for the necessary parameters to execute the DescribeDeviceFleet service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the DescribeDeviceFleet service method, as returned by SageMaker. /// /// Resource being access is not found. /// /// REST API Reference for DescribeDeviceFleet Operation Task DescribeDeviceFleetAsync(DescribeDeviceFleetRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region DescribeDomain /// /// The description of the domain. /// /// Container for the necessary parameters to execute the DescribeDomain service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the DescribeDomain service method, as returned by SageMaker. /// /// Resource being access is not found. /// /// REST API Reference for DescribeDomain Operation Task DescribeDomainAsync(DescribeDomainRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region DescribeEdgeDeploymentPlan /// /// Describes an edge deployment plan with deployment status per stage. /// /// Container for the necessary parameters to execute the DescribeEdgeDeploymentPlan service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the DescribeEdgeDeploymentPlan service method, as returned by SageMaker. /// /// Resource being access is not found. /// /// REST API Reference for DescribeEdgeDeploymentPlan Operation Task DescribeEdgeDeploymentPlanAsync(DescribeEdgeDeploymentPlanRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region DescribeEdgePackagingJob /// /// A description of edge packaging jobs. /// /// Container for the necessary parameters to execute the DescribeEdgePackagingJob service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the DescribeEdgePackagingJob service method, as returned by SageMaker. /// /// Resource being access is not found. /// /// REST API Reference for DescribeEdgePackagingJob Operation Task DescribeEdgePackagingJobAsync(DescribeEdgePackagingJobRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region DescribeEndpoint /// /// Returns the description of an endpoint. /// /// Container for the necessary parameters to execute the DescribeEndpoint service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the DescribeEndpoint service method, as returned by SageMaker. /// REST API Reference for DescribeEndpoint Operation Task DescribeEndpointAsync(DescribeEndpointRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region DescribeEndpointConfig /// /// Returns the description of an endpoint configuration created using the CreateEndpointConfig /// API. /// /// Container for the necessary parameters to execute the DescribeEndpointConfig service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the DescribeEndpointConfig service method, as returned by SageMaker. /// REST API Reference for DescribeEndpointConfig Operation Task DescribeEndpointConfigAsync(DescribeEndpointConfigRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region DescribeExperiment /// /// Provides a list of an experiment's properties. /// /// Container for the necessary parameters to execute the DescribeExperiment service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the DescribeExperiment service method, as returned by SageMaker. /// /// Resource being access is not found. /// /// REST API Reference for DescribeExperiment Operation Task DescribeExperimentAsync(DescribeExperimentRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region DescribeFeatureGroup /// /// Use this operation to describe a FeatureGroup. The response includes /// information on the creation time, FeatureGroup name, the unique identifier /// for each FeatureGroup, and more. /// /// Container for the necessary parameters to execute the DescribeFeatureGroup service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the DescribeFeatureGroup service method, as returned by SageMaker. /// /// Resource being access is not found. /// /// REST API Reference for DescribeFeatureGroup Operation Task DescribeFeatureGroupAsync(DescribeFeatureGroupRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region DescribeFeatureMetadata /// /// Shows the metadata for a feature within a feature group. /// /// Container for the necessary parameters to execute the DescribeFeatureMetadata service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the DescribeFeatureMetadata service method, as returned by SageMaker. /// /// Resource being access is not found. /// /// REST API Reference for DescribeFeatureMetadata Operation Task DescribeFeatureMetadataAsync(DescribeFeatureMetadataRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region DescribeFlowDefinition /// /// Returns information about the specified flow definition. /// /// Container for the necessary parameters to execute the DescribeFlowDefinition service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the DescribeFlowDefinition service method, as returned by SageMaker. /// /// Resource being access is not found. /// /// REST API Reference for DescribeFlowDefinition Operation Task DescribeFlowDefinitionAsync(DescribeFlowDefinitionRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region DescribeHub /// /// Describe a hub. /// /// /// /// Hub APIs are only callable through SageMaker Studio. /// /// /// /// Container for the necessary parameters to execute the DescribeHub service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the DescribeHub service method, as returned by SageMaker. /// /// Resource being access is not found. /// /// REST API Reference for DescribeHub Operation Task DescribeHubAsync(DescribeHubRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region DescribeHubContent /// /// Describe the content of a hub. /// /// /// /// Hub APIs are only callable through SageMaker Studio. /// /// /// /// Container for the necessary parameters to execute the DescribeHubContent service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the DescribeHubContent service method, as returned by SageMaker. /// /// Resource being access is not found. /// /// REST API Reference for DescribeHubContent Operation Task DescribeHubContentAsync(DescribeHubContentRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region DescribeHumanTaskUi /// /// Returns information about the requested human task user interface (worker task template). /// /// Container for the necessary parameters to execute the DescribeHumanTaskUi service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the DescribeHumanTaskUi service method, as returned by SageMaker. /// /// Resource being access is not found. /// /// REST API Reference for DescribeHumanTaskUi Operation Task DescribeHumanTaskUiAsync(DescribeHumanTaskUiRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region DescribeHyperParameterTuningJob /// /// Returns a description of a hyperparameter tuning job, depending on the fields selected. /// These fields can include the name, Amazon Resource Name (ARN), job status of your /// tuning job and more. /// /// Container for the necessary parameters to execute the DescribeHyperParameterTuningJob service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the DescribeHyperParameterTuningJob service method, as returned by SageMaker. /// /// Resource being access is not found. /// /// REST API Reference for DescribeHyperParameterTuningJob Operation Task DescribeHyperParameterTuningJobAsync(DescribeHyperParameterTuningJobRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region DescribeImage /// /// Describes a SageMaker image. /// /// Container for the necessary parameters to execute the DescribeImage service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the DescribeImage service method, as returned by SageMaker. /// /// Resource being access is not found. /// /// REST API Reference for DescribeImage Operation Task DescribeImageAsync(DescribeImageRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region DescribeImageVersion /// /// Describes a version of a SageMaker image. /// /// Container for the necessary parameters to execute the DescribeImageVersion service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the DescribeImageVersion service method, as returned by SageMaker. /// /// Resource being access is not found. /// /// REST API Reference for DescribeImageVersion Operation Task DescribeImageVersionAsync(DescribeImageVersionRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region DescribeInferenceExperiment /// /// Returns details about an inference experiment. /// /// Container for the necessary parameters to execute the DescribeInferenceExperiment service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the DescribeInferenceExperiment service method, as returned by SageMaker. /// /// Resource being access is not found. /// /// REST API Reference for DescribeInferenceExperiment Operation Task DescribeInferenceExperimentAsync(DescribeInferenceExperimentRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region DescribeInferenceRecommendationsJob /// /// Provides the results of the Inference Recommender job. One or more recommendation /// jobs are returned. /// /// Container for the necessary parameters to execute the DescribeInferenceRecommendationsJob service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the DescribeInferenceRecommendationsJob service method, as returned by SageMaker. /// /// Resource being access is not found. /// /// REST API Reference for DescribeInferenceRecommendationsJob Operation Task DescribeInferenceRecommendationsJobAsync(DescribeInferenceRecommendationsJobRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region DescribeLabelingJob /// /// Gets information about a labeling job. /// /// Container for the necessary parameters to execute the DescribeLabelingJob service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the DescribeLabelingJob service method, as returned by SageMaker. /// /// Resource being access is not found. /// /// REST API Reference for DescribeLabelingJob Operation Task DescribeLabelingJobAsync(DescribeLabelingJobRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region DescribeLineageGroup /// /// Provides a list of properties for the requested lineage group. For more information, /// see /// Cross-Account Lineage Tracking in the Amazon SageMaker Developer Guide. /// /// Container for the necessary parameters to execute the DescribeLineageGroup service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the DescribeLineageGroup service method, as returned by SageMaker. /// /// Resource being access is not found. /// /// REST API Reference for DescribeLineageGroup Operation Task DescribeLineageGroupAsync(DescribeLineageGroupRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region DescribeModel /// /// Describes a model that you created using the CreateModel API. /// /// Container for the necessary parameters to execute the DescribeModel service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the DescribeModel service method, as returned by SageMaker. /// REST API Reference for DescribeModel Operation Task DescribeModelAsync(DescribeModelRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region DescribeModelBiasJobDefinition /// /// Returns a description of a model bias job definition. /// /// Container for the necessary parameters to execute the DescribeModelBiasJobDefinition service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the DescribeModelBiasJobDefinition service method, as returned by SageMaker. /// /// Resource being access is not found. /// /// REST API Reference for DescribeModelBiasJobDefinition Operation Task DescribeModelBiasJobDefinitionAsync(DescribeModelBiasJobDefinitionRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region DescribeModelCard /// /// Describes the content, creation time, and security configuration of an Amazon SageMaker /// Model Card. /// /// Container for the necessary parameters to execute the DescribeModelCard service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the DescribeModelCard service method, as returned by SageMaker. /// /// Resource being access is not found. /// /// REST API Reference for DescribeModelCard Operation Task DescribeModelCardAsync(DescribeModelCardRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region DescribeModelCardExportJob /// /// Describes an Amazon SageMaker Model Card export job. /// /// Container for the necessary parameters to execute the DescribeModelCardExportJob service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the DescribeModelCardExportJob service method, as returned by SageMaker. /// /// Resource being access is not found. /// /// REST API Reference for DescribeModelCardExportJob Operation Task DescribeModelCardExportJobAsync(DescribeModelCardExportJobRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region DescribeModelExplainabilityJobDefinition /// /// Returns a description of a model explainability job definition. /// /// Container for the necessary parameters to execute the DescribeModelExplainabilityJobDefinition service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the DescribeModelExplainabilityJobDefinition service method, as returned by SageMaker. /// /// Resource being access is not found. /// /// REST API Reference for DescribeModelExplainabilityJobDefinition Operation Task DescribeModelExplainabilityJobDefinitionAsync(DescribeModelExplainabilityJobDefinitionRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region DescribeModelPackage /// /// Returns a description of the specified model package, which is used to create SageMaker /// models or list them on Amazon Web Services Marketplace. /// /// /// /// To create models in SageMaker, buyers can subscribe to model packages listed on Amazon /// Web Services Marketplace. /// /// /// Container for the necessary parameters to execute the DescribeModelPackage service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the DescribeModelPackage service method, as returned by SageMaker. /// REST API Reference for DescribeModelPackage Operation Task DescribeModelPackageAsync(DescribeModelPackageRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region DescribeModelPackageGroup /// /// Gets a description for the specified model group. /// /// Container for the necessary parameters to execute the DescribeModelPackageGroup service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the DescribeModelPackageGroup service method, as returned by SageMaker. /// REST API Reference for DescribeModelPackageGroup Operation Task DescribeModelPackageGroupAsync(DescribeModelPackageGroupRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region DescribeModelQualityJobDefinition /// /// Returns a description of a model quality job definition. /// /// Container for the necessary parameters to execute the DescribeModelQualityJobDefinition service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the DescribeModelQualityJobDefinition service method, as returned by SageMaker. /// /// Resource being access is not found. /// /// REST API Reference for DescribeModelQualityJobDefinition Operation Task DescribeModelQualityJobDefinitionAsync(DescribeModelQualityJobDefinitionRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region DescribeMonitoringSchedule /// /// Describes the schedule for a monitoring job. /// /// Container for the necessary parameters to execute the DescribeMonitoringSchedule service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the DescribeMonitoringSchedule service method, as returned by SageMaker. /// /// Resource being access is not found. /// /// REST API Reference for DescribeMonitoringSchedule Operation Task DescribeMonitoringScheduleAsync(DescribeMonitoringScheduleRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region DescribeNotebookInstance /// /// Returns information about a notebook instance. /// /// Container for the necessary parameters to execute the DescribeNotebookInstance service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the DescribeNotebookInstance service method, as returned by SageMaker. /// REST API Reference for DescribeNotebookInstance Operation Task DescribeNotebookInstanceAsync(DescribeNotebookInstanceRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region DescribeNotebookInstanceLifecycleConfig /// /// Returns a description of a notebook instance lifecycle configuration. /// /// /// /// For information about notebook instance lifestyle configurations, see Step /// 2.1: (Optional) Customize a Notebook Instance. /// /// /// Container for the necessary parameters to execute the DescribeNotebookInstanceLifecycleConfig service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the DescribeNotebookInstanceLifecycleConfig service method, as returned by SageMaker. /// REST API Reference for DescribeNotebookInstanceLifecycleConfig Operation Task DescribeNotebookInstanceLifecycleConfigAsync(DescribeNotebookInstanceLifecycleConfigRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region DescribePipeline /// /// Describes the details of a pipeline. /// /// Container for the necessary parameters to execute the DescribePipeline service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the DescribePipeline service method, as returned by SageMaker. /// /// Resource being access is not found. /// /// REST API Reference for DescribePipeline Operation Task DescribePipelineAsync(DescribePipelineRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region DescribePipelineDefinitionForExecution /// /// Describes the details of an execution's pipeline definition. /// /// Container for the necessary parameters to execute the DescribePipelineDefinitionForExecution service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the DescribePipelineDefinitionForExecution service method, as returned by SageMaker. /// /// Resource being access is not found. /// /// REST API Reference for DescribePipelineDefinitionForExecution Operation Task DescribePipelineDefinitionForExecutionAsync(DescribePipelineDefinitionForExecutionRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region DescribePipelineExecution /// /// Describes the details of a pipeline execution. /// /// Container for the necessary parameters to execute the DescribePipelineExecution service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the DescribePipelineExecution service method, as returned by SageMaker. /// /// Resource being access is not found. /// /// REST API Reference for DescribePipelineExecution Operation Task DescribePipelineExecutionAsync(DescribePipelineExecutionRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region DescribeProcessingJob /// /// Returns a description of a processing job. /// /// Container for the necessary parameters to execute the DescribeProcessingJob service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the DescribeProcessingJob service method, as returned by SageMaker. /// /// Resource being access is not found. /// /// REST API Reference for DescribeProcessingJob Operation Task DescribeProcessingJobAsync(DescribeProcessingJobRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region DescribeProject /// /// Describes the details of a project. /// /// Container for the necessary parameters to execute the DescribeProject service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the DescribeProject service method, as returned by SageMaker. /// REST API Reference for DescribeProject Operation Task DescribeProjectAsync(DescribeProjectRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region DescribeSpace /// /// Describes the space. /// /// Container for the necessary parameters to execute the DescribeSpace service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the DescribeSpace service method, as returned by SageMaker. /// /// Resource being access is not found. /// /// REST API Reference for DescribeSpace Operation Task DescribeSpaceAsync(DescribeSpaceRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region DescribeStudioLifecycleConfig /// /// Describes the Studio Lifecycle Configuration. /// /// Container for the necessary parameters to execute the DescribeStudioLifecycleConfig service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the DescribeStudioLifecycleConfig service method, as returned by SageMaker. /// /// Resource being access is not found. /// /// REST API Reference for DescribeStudioLifecycleConfig Operation Task DescribeStudioLifecycleConfigAsync(DescribeStudioLifecycleConfigRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region DescribeSubscribedWorkteam /// /// Gets information about a work team provided by a vendor. It returns details about /// the subscription with a vendor in the Amazon Web Services Marketplace. /// /// Container for the necessary parameters to execute the DescribeSubscribedWorkteam service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the DescribeSubscribedWorkteam service method, as returned by SageMaker. /// REST API Reference for DescribeSubscribedWorkteam Operation Task DescribeSubscribedWorkteamAsync(DescribeSubscribedWorkteamRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region DescribeTrainingJob /// /// Returns information about a training job. /// /// /// /// Some of the attributes below only appear if the training job successfully starts. /// If the training job fails, TrainingJobStatus is Failed and, /// depending on the FailureReason, attributes like TrainingStartTime, /// TrainingTimeInSeconds, TrainingEndTime, and BillableTimeInSeconds /// may not be present in the response. /// /// /// Container for the necessary parameters to execute the DescribeTrainingJob service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the DescribeTrainingJob service method, as returned by SageMaker. /// /// Resource being access is not found. /// /// REST API Reference for DescribeTrainingJob Operation Task DescribeTrainingJobAsync(DescribeTrainingJobRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region DescribeTransformJob /// /// Returns information about a transform job. /// /// Container for the necessary parameters to execute the DescribeTransformJob service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the DescribeTransformJob service method, as returned by SageMaker. /// /// Resource being access is not found. /// /// REST API Reference for DescribeTransformJob Operation Task DescribeTransformJobAsync(DescribeTransformJobRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region DescribeTrial /// /// Provides a list of a trial's properties. /// /// Container for the necessary parameters to execute the DescribeTrial service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the DescribeTrial service method, as returned by SageMaker. /// /// Resource being access is not found. /// /// REST API Reference for DescribeTrial Operation Task DescribeTrialAsync(DescribeTrialRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region DescribeTrialComponent /// /// Provides a list of a trials component's properties. /// /// Container for the necessary parameters to execute the DescribeTrialComponent service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the DescribeTrialComponent service method, as returned by SageMaker. /// /// Resource being access is not found. /// /// REST API Reference for DescribeTrialComponent Operation Task DescribeTrialComponentAsync(DescribeTrialComponentRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region DescribeUserProfile /// /// Describes a user profile. For more information, see CreateUserProfile. /// /// Container for the necessary parameters to execute the DescribeUserProfile service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the DescribeUserProfile service method, as returned by SageMaker. /// /// Resource being access is not found. /// /// REST API Reference for DescribeUserProfile Operation Task DescribeUserProfileAsync(DescribeUserProfileRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region DescribeWorkforce /// /// Lists private workforce information, including workforce name, Amazon Resource Name /// (ARN), and, if applicable, allowed IP address ranges (CIDRs). /// Allowable IP address ranges are the IP addresses that workers can use to access tasks. /// /// /// /// /// This operation applies only to private workforces. /// /// /// /// Container for the necessary parameters to execute the DescribeWorkforce service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the DescribeWorkforce service method, as returned by SageMaker. /// REST API Reference for DescribeWorkforce Operation Task DescribeWorkforceAsync(DescribeWorkforceRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region DescribeWorkteam /// /// Gets information about a specific work team. You can see information such as the create /// date, the last updated date, membership information, and the work team's Amazon Resource /// Name (ARN). /// /// Container for the necessary parameters to execute the DescribeWorkteam service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the DescribeWorkteam service method, as returned by SageMaker. /// REST API Reference for DescribeWorkteam Operation Task DescribeWorkteamAsync(DescribeWorkteamRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region DisableSagemakerServicecatalogPortfolio /// /// Disables using Service Catalog in SageMaker. Service Catalog is used to create SageMaker /// projects. /// /// Container for the necessary parameters to execute the DisableSagemakerServicecatalogPortfolio service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the DisableSagemakerServicecatalogPortfolio service method, as returned by SageMaker. /// REST API Reference for DisableSagemakerServicecatalogPortfolio Operation Task DisableSagemakerServicecatalogPortfolioAsync(DisableSagemakerServicecatalogPortfolioRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region DisassociateTrialComponent /// /// Disassociates a trial component from a trial. This doesn't effect other trials the /// component is associated with. Before you can delete a component, you must disassociate /// the component from all trials it is associated with. To associate a trial component /// with a trial, call the AssociateTrialComponent /// API. /// /// /// /// To get a list of the trials a component is associated with, use the Search /// API. Specify ExperimentTrialComponent for the Resource parameter. /// The list appears in the response under Results.TrialComponent.Parents. /// /// /// Container for the necessary parameters to execute the DisassociateTrialComponent service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the DisassociateTrialComponent service method, as returned by SageMaker. /// /// Resource being access is not found. /// /// REST API Reference for DisassociateTrialComponent Operation Task DisassociateTrialComponentAsync(DisassociateTrialComponentRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region EnableSagemakerServicecatalogPortfolio /// /// Enables using Service Catalog in SageMaker. Service Catalog is used to create SageMaker /// projects. /// /// Container for the necessary parameters to execute the EnableSagemakerServicecatalogPortfolio service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the EnableSagemakerServicecatalogPortfolio service method, as returned by SageMaker. /// REST API Reference for EnableSagemakerServicecatalogPortfolio Operation Task EnableSagemakerServicecatalogPortfolioAsync(EnableSagemakerServicecatalogPortfolioRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region GetDeviceFleetReport /// /// Describes a fleet. /// /// Container for the necessary parameters to execute the GetDeviceFleetReport service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the GetDeviceFleetReport service method, as returned by SageMaker. /// REST API Reference for GetDeviceFleetReport Operation Task GetDeviceFleetReportAsync(GetDeviceFleetReportRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region GetLineageGroupPolicy /// /// The resource policy for the lineage group. /// /// Container for the necessary parameters to execute the GetLineageGroupPolicy service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the GetLineageGroupPolicy service method, as returned by SageMaker. /// /// Resource being access is not found. /// /// REST API Reference for GetLineageGroupPolicy Operation Task GetLineageGroupPolicyAsync(GetLineageGroupPolicyRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region GetModelPackageGroupPolicy /// /// Gets a resource policy that manages access for a model group. For information about /// resource policies, see Identity-based /// policies and resource-based policies in the Amazon Web Services Identity and /// Access Management User Guide.. /// /// Container for the necessary parameters to execute the GetModelPackageGroupPolicy service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the GetModelPackageGroupPolicy service method, as returned by SageMaker. /// REST API Reference for GetModelPackageGroupPolicy Operation Task GetModelPackageGroupPolicyAsync(GetModelPackageGroupPolicyRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region GetSagemakerServicecatalogPortfolioStatus /// /// Gets the status of Service Catalog in SageMaker. Service Catalog is used to create /// SageMaker projects. /// /// Container for the necessary parameters to execute the GetSagemakerServicecatalogPortfolioStatus service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the GetSagemakerServicecatalogPortfolioStatus service method, as returned by SageMaker. /// REST API Reference for GetSagemakerServicecatalogPortfolioStatus Operation Task GetSagemakerServicecatalogPortfolioStatusAsync(GetSagemakerServicecatalogPortfolioStatusRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region GetSearchSuggestions /// /// An auto-complete API for the search functionality in the SageMaker console. It returns /// suggestions of possible matches for the property name to use in Search /// queries. Provides suggestions for HyperParameters, Tags, /// and Metrics. /// /// Container for the necessary parameters to execute the GetSearchSuggestions service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the GetSearchSuggestions service method, as returned by SageMaker. /// REST API Reference for GetSearchSuggestions Operation Task GetSearchSuggestionsAsync(GetSearchSuggestionsRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region ImportHubContent /// /// Import hub content. /// /// /// /// Hub APIs are only callable through SageMaker Studio. /// /// /// /// Container for the necessary parameters to execute the ImportHubContent service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the ImportHubContent service method, as returned by SageMaker. /// /// Resource being accessed is in use. /// /// /// You have exceeded an SageMaker resource limit. For example, you might have too many /// training jobs created. /// /// /// Resource being access is not found. /// /// REST API Reference for ImportHubContent Operation Task ImportHubContentAsync(ImportHubContentRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region ListActions /// /// Lists the actions in your account and their properties. /// /// Container for the necessary parameters to execute the ListActions service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the ListActions service method, as returned by SageMaker. /// /// Resource being access is not found. /// /// REST API Reference for ListActions Operation Task ListActionsAsync(ListActionsRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region ListAlgorithms /// /// Lists the machine learning algorithms that have been created. /// /// Container for the necessary parameters to execute the ListAlgorithms service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the ListAlgorithms service method, as returned by SageMaker. /// REST API Reference for ListAlgorithms Operation Task ListAlgorithmsAsync(ListAlgorithmsRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region ListAliases /// /// Lists the aliases of a specified image or image version. /// /// Container for the necessary parameters to execute the ListAliases service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the ListAliases service method, as returned by SageMaker. /// /// Resource being access is not found. /// /// REST API Reference for ListAliases Operation Task ListAliasesAsync(ListAliasesRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region ListAppImageConfigs /// /// Lists the AppImageConfigs in your account and their properties. The list can be filtered /// by creation time or modified time, and whether the AppImageConfig name contains a /// specified string. /// /// Container for the necessary parameters to execute the ListAppImageConfigs service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the ListAppImageConfigs service method, as returned by SageMaker. /// REST API Reference for ListAppImageConfigs Operation Task ListAppImageConfigsAsync(ListAppImageConfigsRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region ListApps /// /// Lists apps. /// /// Container for the necessary parameters to execute the ListApps service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the ListApps service method, as returned by SageMaker. /// REST API Reference for ListApps Operation Task ListAppsAsync(ListAppsRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region ListArtifacts /// /// Lists the artifacts in your account and their properties. /// /// Container for the necessary parameters to execute the ListArtifacts service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the ListArtifacts service method, as returned by SageMaker. /// /// Resource being access is not found. /// /// REST API Reference for ListArtifacts Operation Task ListArtifactsAsync(ListArtifactsRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region ListAssociations /// /// Lists the associations in your account and their properties. /// /// Container for the necessary parameters to execute the ListAssociations service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the ListAssociations service method, as returned by SageMaker. /// /// Resource being access is not found. /// /// REST API Reference for ListAssociations Operation Task ListAssociationsAsync(ListAssociationsRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region ListAutoMLJobs /// /// Request a list of jobs. /// /// Container for the necessary parameters to execute the ListAutoMLJobs service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the ListAutoMLJobs service method, as returned by SageMaker. /// REST API Reference for ListAutoMLJobs Operation Task ListAutoMLJobsAsync(ListAutoMLJobsRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region ListCandidatesForAutoMLJob /// /// List the candidates created for the job. /// /// Container for the necessary parameters to execute the ListCandidatesForAutoMLJob service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the ListCandidatesForAutoMLJob service method, as returned by SageMaker. /// /// Resource being access is not found. /// /// REST API Reference for ListCandidatesForAutoMLJob Operation Task ListCandidatesForAutoMLJobAsync(ListCandidatesForAutoMLJobRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region ListCodeRepositories /// /// Gets a list of the Git repositories in your account. /// /// Container for the necessary parameters to execute the ListCodeRepositories service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the ListCodeRepositories service method, as returned by SageMaker. /// REST API Reference for ListCodeRepositories Operation Task ListCodeRepositoriesAsync(ListCodeRepositoriesRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region ListCompilationJobs /// /// Lists model compilation jobs that satisfy various filters. /// /// /// /// To create a model compilation job, use CreateCompilationJob. /// To get information about a particular model compilation job you have created, use /// DescribeCompilationJob. /// /// /// Container for the necessary parameters to execute the ListCompilationJobs service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the ListCompilationJobs service method, as returned by SageMaker. /// REST API Reference for ListCompilationJobs Operation Task ListCompilationJobsAsync(ListCompilationJobsRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region ListContexts /// /// Lists the contexts in your account and their properties. /// /// Container for the necessary parameters to execute the ListContexts service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the ListContexts service method, as returned by SageMaker. /// /// Resource being access is not found. /// /// REST API Reference for ListContexts Operation Task ListContextsAsync(ListContextsRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region ListDataQualityJobDefinitions /// /// Lists the data quality job definitions in your account. /// /// Container for the necessary parameters to execute the ListDataQualityJobDefinitions service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the ListDataQualityJobDefinitions service method, as returned by SageMaker. /// REST API Reference for ListDataQualityJobDefinitions Operation Task ListDataQualityJobDefinitionsAsync(ListDataQualityJobDefinitionsRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region ListDeviceFleets /// /// Returns a list of devices in the fleet. /// /// Container for the necessary parameters to execute the ListDeviceFleets service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the ListDeviceFleets service method, as returned by SageMaker. /// REST API Reference for ListDeviceFleets Operation Task ListDeviceFleetsAsync(ListDeviceFleetsRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region ListDevices /// /// A list of devices. /// /// Container for the necessary parameters to execute the ListDevices service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the ListDevices service method, as returned by SageMaker. /// REST API Reference for ListDevices Operation Task ListDevicesAsync(ListDevicesRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region ListDomains /// /// Lists the domains. /// /// Container for the necessary parameters to execute the ListDomains service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the ListDomains service method, as returned by SageMaker. /// REST API Reference for ListDomains Operation Task ListDomainsAsync(ListDomainsRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region ListEdgeDeploymentPlans /// /// Lists all edge deployment plans. /// /// Container for the necessary parameters to execute the ListEdgeDeploymentPlans service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the ListEdgeDeploymentPlans service method, as returned by SageMaker. /// REST API Reference for ListEdgeDeploymentPlans Operation Task ListEdgeDeploymentPlansAsync(ListEdgeDeploymentPlansRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region ListEdgePackagingJobs /// /// Returns a list of edge packaging jobs. /// /// Container for the necessary parameters to execute the ListEdgePackagingJobs service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the ListEdgePackagingJobs service method, as returned by SageMaker. /// REST API Reference for ListEdgePackagingJobs Operation Task ListEdgePackagingJobsAsync(ListEdgePackagingJobsRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region ListEndpointConfigs /// /// Lists endpoint configurations. /// /// Container for the necessary parameters to execute the ListEndpointConfigs service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the ListEndpointConfigs service method, as returned by SageMaker. /// REST API Reference for ListEndpointConfigs Operation Task ListEndpointConfigsAsync(ListEndpointConfigsRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region ListEndpoints /// /// Lists endpoints. /// /// Container for the necessary parameters to execute the ListEndpoints service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the ListEndpoints service method, as returned by SageMaker. /// REST API Reference for ListEndpoints Operation Task ListEndpointsAsync(ListEndpointsRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region ListExperiments /// /// Lists all the experiments in your account. The list can be filtered to show only experiments /// that were created in a specific time range. The list can be sorted by experiment name /// or creation time. /// /// Container for the necessary parameters to execute the ListExperiments service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the ListExperiments service method, as returned by SageMaker. /// REST API Reference for ListExperiments Operation Task ListExperimentsAsync(ListExperimentsRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region ListFeatureGroups /// /// List FeatureGroups based on given filter and order. /// /// Container for the necessary parameters to execute the ListFeatureGroups service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the ListFeatureGroups service method, as returned by SageMaker. /// REST API Reference for ListFeatureGroups Operation Task ListFeatureGroupsAsync(ListFeatureGroupsRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region ListFlowDefinitions /// /// Returns information about the flow definitions in your account. /// /// Container for the necessary parameters to execute the ListFlowDefinitions service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the ListFlowDefinitions service method, as returned by SageMaker. /// REST API Reference for ListFlowDefinitions Operation Task ListFlowDefinitionsAsync(ListFlowDefinitionsRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region ListHubContents /// /// List the contents of a hub. /// /// /// /// Hub APIs are only callable through SageMaker Studio. /// /// /// /// Container for the necessary parameters to execute the ListHubContents service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the ListHubContents service method, as returned by SageMaker. /// /// Resource being access is not found. /// /// REST API Reference for ListHubContents Operation Task ListHubContentsAsync(ListHubContentsRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region ListHubContentVersions /// /// List hub content versions. /// /// /// /// Hub APIs are only callable through SageMaker Studio. /// /// /// /// Container for the necessary parameters to execute the ListHubContentVersions service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the ListHubContentVersions service method, as returned by SageMaker. /// /// Resource being access is not found. /// /// REST API Reference for ListHubContentVersions Operation Task ListHubContentVersionsAsync(ListHubContentVersionsRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region ListHubs /// /// List all existing hubs. /// /// /// /// Hub APIs are only callable through SageMaker Studio. /// /// /// /// Container for the necessary parameters to execute the ListHubs service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the ListHubs service method, as returned by SageMaker. /// REST API Reference for ListHubs Operation Task ListHubsAsync(ListHubsRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region ListHumanTaskUis /// /// Returns information about the human task user interfaces in your account. /// /// Container for the necessary parameters to execute the ListHumanTaskUis service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the ListHumanTaskUis service method, as returned by SageMaker. /// REST API Reference for ListHumanTaskUis Operation Task ListHumanTaskUisAsync(ListHumanTaskUisRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region ListHyperParameterTuningJobs /// /// Gets a list of HyperParameterTuningJobSummary /// objects that describe the hyperparameter tuning jobs launched in your account. /// /// Container for the necessary parameters to execute the ListHyperParameterTuningJobs service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the ListHyperParameterTuningJobs service method, as returned by SageMaker. /// REST API Reference for ListHyperParameterTuningJobs Operation Task ListHyperParameterTuningJobsAsync(ListHyperParameterTuningJobsRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region ListImages /// /// Lists the images in your account and their properties. The list can be filtered by /// creation time or modified time, and whether the image name contains a specified string. /// /// Container for the necessary parameters to execute the ListImages service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the ListImages service method, as returned by SageMaker. /// REST API Reference for ListImages Operation Task ListImagesAsync(ListImagesRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region ListImageVersions /// /// Lists the versions of a specified image and their properties. The list can be filtered /// by creation time or modified time. /// /// Container for the necessary parameters to execute the ListImageVersions service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the ListImageVersions service method, as returned by SageMaker. /// /// Resource being access is not found. /// /// REST API Reference for ListImageVersions Operation Task ListImageVersionsAsync(ListImageVersionsRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region ListInferenceExperiments /// /// Returns the list of all inference experiments. /// /// Container for the necessary parameters to execute the ListInferenceExperiments service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the ListInferenceExperiments service method, as returned by SageMaker. /// REST API Reference for ListInferenceExperiments Operation Task ListInferenceExperimentsAsync(ListInferenceExperimentsRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region ListInferenceRecommendationsJobs /// /// Lists recommendation jobs that satisfy various filters. /// /// Container for the necessary parameters to execute the ListInferenceRecommendationsJobs service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the ListInferenceRecommendationsJobs service method, as returned by SageMaker. /// REST API Reference for ListInferenceRecommendationsJobs Operation Task ListInferenceRecommendationsJobsAsync(ListInferenceRecommendationsJobsRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region ListInferenceRecommendationsJobSteps /// /// Returns a list of the subtasks for an Inference Recommender job. /// /// /// /// The supported subtasks are benchmarks, which evaluate the performance of your model /// on different instance types. /// /// /// Container for the necessary parameters to execute the ListInferenceRecommendationsJobSteps service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the ListInferenceRecommendationsJobSteps service method, as returned by SageMaker. /// /// Resource being access is not found. /// /// REST API Reference for ListInferenceRecommendationsJobSteps Operation Task ListInferenceRecommendationsJobStepsAsync(ListInferenceRecommendationsJobStepsRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region ListLabelingJobs /// /// Gets a list of labeling jobs. /// /// Container for the necessary parameters to execute the ListLabelingJobs service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the ListLabelingJobs service method, as returned by SageMaker. /// REST API Reference for ListLabelingJobs Operation Task ListLabelingJobsAsync(ListLabelingJobsRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region ListLabelingJobsForWorkteam /// /// Gets a list of labeling jobs assigned to a specified work team. /// /// Container for the necessary parameters to execute the ListLabelingJobsForWorkteam service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the ListLabelingJobsForWorkteam service method, as returned by SageMaker. /// /// Resource being access is not found. /// /// REST API Reference for ListLabelingJobsForWorkteam Operation Task ListLabelingJobsForWorkteamAsync(ListLabelingJobsForWorkteamRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region ListLineageGroups /// /// A list of lineage groups shared with your Amazon Web Services account. For more information, /// see /// Cross-Account Lineage Tracking in the Amazon SageMaker Developer Guide. /// /// Container for the necessary parameters to execute the ListLineageGroups service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the ListLineageGroups service method, as returned by SageMaker. /// REST API Reference for ListLineageGroups Operation Task ListLineageGroupsAsync(ListLineageGroupsRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region ListModelBiasJobDefinitions /// /// Lists model bias jobs definitions that satisfy various filters. /// /// Container for the necessary parameters to execute the ListModelBiasJobDefinitions service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the ListModelBiasJobDefinitions service method, as returned by SageMaker. /// REST API Reference for ListModelBiasJobDefinitions Operation Task ListModelBiasJobDefinitionsAsync(ListModelBiasJobDefinitionsRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region ListModelCardExportJobs /// /// List the export jobs for the Amazon SageMaker Model Card. /// /// Container for the necessary parameters to execute the ListModelCardExportJobs service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the ListModelCardExportJobs service method, as returned by SageMaker. /// REST API Reference for ListModelCardExportJobs Operation Task ListModelCardExportJobsAsync(ListModelCardExportJobsRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region ListModelCards /// /// List existing model cards. /// /// Container for the necessary parameters to execute the ListModelCards service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the ListModelCards service method, as returned by SageMaker. /// REST API Reference for ListModelCards Operation Task ListModelCardsAsync(ListModelCardsRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region ListModelCardVersions /// /// List existing versions of an Amazon SageMaker Model Card. /// /// Container for the necessary parameters to execute the ListModelCardVersions service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the ListModelCardVersions service method, as returned by SageMaker. /// /// Resource being access is not found. /// /// REST API Reference for ListModelCardVersions Operation Task ListModelCardVersionsAsync(ListModelCardVersionsRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region ListModelExplainabilityJobDefinitions /// /// Lists model explainability job definitions that satisfy various filters. /// /// Container for the necessary parameters to execute the ListModelExplainabilityJobDefinitions service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the ListModelExplainabilityJobDefinitions service method, as returned by SageMaker. /// REST API Reference for ListModelExplainabilityJobDefinitions Operation Task ListModelExplainabilityJobDefinitionsAsync(ListModelExplainabilityJobDefinitionsRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region ListModelMetadata /// /// Lists the domain, framework, task, and model name of standard machine learning models /// found in common model zoos. /// /// Container for the necessary parameters to execute the ListModelMetadata service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the ListModelMetadata service method, as returned by SageMaker. /// REST API Reference for ListModelMetadata Operation Task ListModelMetadataAsync(ListModelMetadataRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region ListModelPackageGroups /// /// Gets a list of the model groups in your Amazon Web Services account. /// /// Container for the necessary parameters to execute the ListModelPackageGroups service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the ListModelPackageGroups service method, as returned by SageMaker. /// REST API Reference for ListModelPackageGroups Operation Task ListModelPackageGroupsAsync(ListModelPackageGroupsRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region ListModelPackages /// /// Lists the model packages that have been created. /// /// Container for the necessary parameters to execute the ListModelPackages service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the ListModelPackages service method, as returned by SageMaker. /// REST API Reference for ListModelPackages Operation Task ListModelPackagesAsync(ListModelPackagesRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region ListModelQualityJobDefinitions /// /// Gets a list of model quality monitoring job definitions in your account. /// /// Container for the necessary parameters to execute the ListModelQualityJobDefinitions service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the ListModelQualityJobDefinitions service method, as returned by SageMaker. /// REST API Reference for ListModelQualityJobDefinitions Operation Task ListModelQualityJobDefinitionsAsync(ListModelQualityJobDefinitionsRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region ListModels /// /// Lists models created with the CreateModel API. /// /// Container for the necessary parameters to execute the ListModels service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the ListModels service method, as returned by SageMaker. /// REST API Reference for ListModels Operation Task ListModelsAsync(ListModelsRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region ListMonitoringAlertHistory /// /// Gets a list of past alerts in a model monitoring schedule. /// /// Container for the necessary parameters to execute the ListMonitoringAlertHistory service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the ListMonitoringAlertHistory service method, as returned by SageMaker. /// /// Resource being access is not found. /// /// REST API Reference for ListMonitoringAlertHistory Operation Task ListMonitoringAlertHistoryAsync(ListMonitoringAlertHistoryRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region ListMonitoringAlerts /// /// Gets the alerts for a single monitoring schedule. /// /// Container for the necessary parameters to execute the ListMonitoringAlerts service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the ListMonitoringAlerts service method, as returned by SageMaker. /// /// Resource being access is not found. /// /// REST API Reference for ListMonitoringAlerts Operation Task ListMonitoringAlertsAsync(ListMonitoringAlertsRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region ListMonitoringExecutions /// /// Returns list of all monitoring job executions. /// /// Container for the necessary parameters to execute the ListMonitoringExecutions service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the ListMonitoringExecutions service method, as returned by SageMaker. /// REST API Reference for ListMonitoringExecutions Operation Task ListMonitoringExecutionsAsync(ListMonitoringExecutionsRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region ListMonitoringSchedules /// /// Returns list of all monitoring schedules. /// /// Container for the necessary parameters to execute the ListMonitoringSchedules service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the ListMonitoringSchedules service method, as returned by SageMaker. /// REST API Reference for ListMonitoringSchedules Operation Task ListMonitoringSchedulesAsync(ListMonitoringSchedulesRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region ListNotebookInstanceLifecycleConfigs /// /// Lists notebook instance lifestyle configurations created with the CreateNotebookInstanceLifecycleConfig /// API. /// /// Container for the necessary parameters to execute the ListNotebookInstanceLifecycleConfigs service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the ListNotebookInstanceLifecycleConfigs service method, as returned by SageMaker. /// REST API Reference for ListNotebookInstanceLifecycleConfigs Operation Task ListNotebookInstanceLifecycleConfigsAsync(ListNotebookInstanceLifecycleConfigsRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region ListNotebookInstances /// /// Returns a list of the SageMaker notebook instances in the requester's account in an /// Amazon Web Services Region. /// /// Container for the necessary parameters to execute the ListNotebookInstances service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the ListNotebookInstances service method, as returned by SageMaker. /// REST API Reference for ListNotebookInstances Operation Task ListNotebookInstancesAsync(ListNotebookInstancesRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region ListPipelineExecutions /// /// Gets a list of the pipeline executions. /// /// Container for the necessary parameters to execute the ListPipelineExecutions service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the ListPipelineExecutions service method, as returned by SageMaker. /// /// Resource being access is not found. /// /// REST API Reference for ListPipelineExecutions Operation Task ListPipelineExecutionsAsync(ListPipelineExecutionsRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region ListPipelineExecutionSteps /// /// Gets a list of PipeLineExecutionStep objects. /// /// Container for the necessary parameters to execute the ListPipelineExecutionSteps service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the ListPipelineExecutionSteps service method, as returned by SageMaker. /// /// Resource being access is not found. /// /// REST API Reference for ListPipelineExecutionSteps Operation Task ListPipelineExecutionStepsAsync(ListPipelineExecutionStepsRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region ListPipelineParametersForExecution /// /// Gets a list of parameters for a pipeline execution. /// /// Container for the necessary parameters to execute the ListPipelineParametersForExecution service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the ListPipelineParametersForExecution service method, as returned by SageMaker. /// /// Resource being access is not found. /// /// REST API Reference for ListPipelineParametersForExecution Operation Task ListPipelineParametersForExecutionAsync(ListPipelineParametersForExecutionRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region ListPipelines /// /// Gets a list of pipelines. /// /// Container for the necessary parameters to execute the ListPipelines service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the ListPipelines service method, as returned by SageMaker. /// REST API Reference for ListPipelines Operation Task ListPipelinesAsync(ListPipelinesRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region ListProcessingJobs /// /// Lists processing jobs that satisfy various filters. /// /// Container for the necessary parameters to execute the ListProcessingJobs service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the ListProcessingJobs service method, as returned by SageMaker. /// REST API Reference for ListProcessingJobs Operation Task ListProcessingJobsAsync(ListProcessingJobsRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region ListProjects /// /// Gets a list of the projects in an Amazon Web Services account. /// /// Container for the necessary parameters to execute the ListProjects service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the ListProjects service method, as returned by SageMaker. /// REST API Reference for ListProjects Operation Task ListProjectsAsync(ListProjectsRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region ListResourceCatalogs /// /// Lists Amazon SageMaker Catalogs based on given filters and orders. The maximum number /// of ResourceCatalogs viewable is 1000. /// /// Container for the necessary parameters to execute the ListResourceCatalogs service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the ListResourceCatalogs service method, as returned by SageMaker. /// REST API Reference for ListResourceCatalogs Operation Task ListResourceCatalogsAsync(ListResourceCatalogsRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region ListSpaces /// /// Lists spaces. /// /// Container for the necessary parameters to execute the ListSpaces service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the ListSpaces service method, as returned by SageMaker. /// REST API Reference for ListSpaces Operation Task ListSpacesAsync(ListSpacesRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region ListStageDevices /// /// Lists devices allocated to the stage, containing detailed device information and deployment /// status. /// /// Container for the necessary parameters to execute the ListStageDevices service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the ListStageDevices service method, as returned by SageMaker. /// REST API Reference for ListStageDevices Operation Task ListStageDevicesAsync(ListStageDevicesRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region ListStudioLifecycleConfigs /// /// Lists the Studio Lifecycle Configurations in your Amazon Web Services Account. /// /// Container for the necessary parameters to execute the ListStudioLifecycleConfigs service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the ListStudioLifecycleConfigs service method, as returned by SageMaker. /// /// Resource being accessed is in use. /// /// REST API Reference for ListStudioLifecycleConfigs Operation Task ListStudioLifecycleConfigsAsync(ListStudioLifecycleConfigsRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region ListSubscribedWorkteams /// /// Gets a list of the work teams that you are subscribed to in the Amazon Web Services /// Marketplace. The list may be empty if no work team satisfies the filter specified /// in the NameContains parameter. /// /// Container for the necessary parameters to execute the ListSubscribedWorkteams service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the ListSubscribedWorkteams service method, as returned by SageMaker. /// REST API Reference for ListSubscribedWorkteams Operation Task ListSubscribedWorkteamsAsync(ListSubscribedWorkteamsRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region ListTags /// /// Returns the tags for the specified SageMaker resource. /// /// Container for the necessary parameters to execute the ListTags service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the ListTags service method, as returned by SageMaker. /// REST API Reference for ListTags Operation Task ListTagsAsync(ListTagsRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region ListTrainingJobs /// /// Lists training jobs. /// /// /// /// When StatusEquals and MaxResults are set at the same time, /// the MaxResults number of training jobs are first retrieved ignoring the /// StatusEquals parameter and then they are filtered by the StatusEquals /// parameter, which is returned as a response. /// /// /// /// For example, if ListTrainingJobs is invoked with the following parameters: /// /// /// /// { ... MaxResults: 100, StatusEquals: InProgress ... } /// /// /// /// First, 100 trainings jobs with any status, including those other than InProgress, /// are selected (sorted according to the creation time, from the most current to the /// oldest). Next, those with a status of InProgress are returned. /// /// /// /// You can quickly test the API using the following Amazon Web Services CLI code. /// /// /// /// aws sagemaker list-training-jobs --max-results 100 --status-equals InProgress /// /// /// /// /// Container for the necessary parameters to execute the ListTrainingJobs service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the ListTrainingJobs service method, as returned by SageMaker. /// REST API Reference for ListTrainingJobs Operation Task ListTrainingJobsAsync(ListTrainingJobsRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region ListTrainingJobsForHyperParameterTuningJob /// /// Gets a list of TrainingJobSummary /// objects that describe the training jobs that a hyperparameter tuning job launched. /// /// Container for the necessary parameters to execute the ListTrainingJobsForHyperParameterTuningJob service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the ListTrainingJobsForHyperParameterTuningJob service method, as returned by SageMaker. /// /// Resource being access is not found. /// /// REST API Reference for ListTrainingJobsForHyperParameterTuningJob Operation Task ListTrainingJobsForHyperParameterTuningJobAsync(ListTrainingJobsForHyperParameterTuningJobRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region ListTransformJobs /// /// Lists transform jobs. /// /// Container for the necessary parameters to execute the ListTransformJobs service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the ListTransformJobs service method, as returned by SageMaker. /// REST API Reference for ListTransformJobs Operation Task ListTransformJobsAsync(ListTransformJobsRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region ListTrialComponents /// /// Lists the trial components in your account. You can sort the list by trial component /// name or creation time. You can filter the list to show only components that were created /// in a specific time range. You can also filter on one of the following: /// ///
  • /// /// ExperimentName /// ///
  • /// /// SourceArn /// ///
  • /// /// TrialName /// ///
/// /// Container for the necessary parameters to execute the ListTrialComponents service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the ListTrialComponents service method, as returned by SageMaker. /// /// Resource being access is not found. /// /// REST API Reference for ListTrialComponents Operation Task ListTrialComponentsAsync(ListTrialComponentsRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region ListTrials /// /// Lists the trials in your account. Specify an experiment name to limit the list to /// the trials that are part of that experiment. Specify a trial component name to limit /// the list to the trials that associated with that trial component. The list can be /// filtered to show only trials that were created in a specific time range. The list /// can be sorted by trial name or creation time. /// /// Container for the necessary parameters to execute the ListTrials service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the ListTrials service method, as returned by SageMaker. /// /// Resource being access is not found. /// /// REST API Reference for ListTrials Operation Task ListTrialsAsync(ListTrialsRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region ListUserProfiles /// /// Lists user profiles. /// /// Container for the necessary parameters to execute the ListUserProfiles service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the ListUserProfiles service method, as returned by SageMaker. /// REST API Reference for ListUserProfiles Operation Task ListUserProfilesAsync(ListUserProfilesRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region ListWorkforces /// /// Use this operation to list all private and vendor workforces in an Amazon Web Services /// Region. Note that you can only have one private workforce per Amazon Web Services /// Region. /// /// Container for the necessary parameters to execute the ListWorkforces service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the ListWorkforces service method, as returned by SageMaker. /// REST API Reference for ListWorkforces Operation Task ListWorkforcesAsync(ListWorkforcesRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region ListWorkteams /// /// Gets a list of private work teams that you have defined in a region. The list may /// be empty if no work team satisfies the filter specified in the NameContains /// parameter. /// /// Container for the necessary parameters to execute the ListWorkteams service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the ListWorkteams service method, as returned by SageMaker. /// REST API Reference for ListWorkteams Operation Task ListWorkteamsAsync(ListWorkteamsRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region PutModelPackageGroupPolicy /// /// Adds a resouce policy to control access to a model group. For information about resoure /// policies, see Identity-based /// policies and resource-based policies in the Amazon Web Services Identity and /// Access Management User Guide.. /// /// Container for the necessary parameters to execute the PutModelPackageGroupPolicy service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the PutModelPackageGroupPolicy service method, as returned by SageMaker. /// REST API Reference for PutModelPackageGroupPolicy Operation Task PutModelPackageGroupPolicyAsync(PutModelPackageGroupPolicyRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region QueryLineage /// /// Use this action to inspect your lineage and discover relationships between entities. /// For more information, see /// Querying Lineage Entities in the Amazon SageMaker Developer Guide. /// /// Container for the necessary parameters to execute the QueryLineage service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the QueryLineage service method, as returned by SageMaker. /// /// Resource being access is not found. /// /// REST API Reference for QueryLineage Operation Task QueryLineageAsync(QueryLineageRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region RegisterDevices /// /// Register devices. /// /// Container for the necessary parameters to execute the RegisterDevices service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the RegisterDevices service method, as returned by SageMaker. /// /// You have exceeded an SageMaker resource limit. For example, you might have too many /// training jobs created. /// /// REST API Reference for RegisterDevices Operation Task RegisterDevicesAsync(RegisterDevicesRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region RenderUiTemplate /// /// Renders the UI template so that you can preview the worker's experience. /// /// Container for the necessary parameters to execute the RenderUiTemplate service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the RenderUiTemplate service method, as returned by SageMaker. /// /// Resource being access is not found. /// /// REST API Reference for RenderUiTemplate Operation Task RenderUiTemplateAsync(RenderUiTemplateRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region RetryPipelineExecution /// /// Retry the execution of the pipeline. /// /// Container for the necessary parameters to execute the RetryPipelineExecution service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the RetryPipelineExecution service method, as returned by SageMaker. /// /// There was a conflict when you attempted to modify a SageMaker entity such as an Experiment /// or Artifact. /// /// /// You have exceeded an SageMaker resource limit. For example, you might have too many /// training jobs created. /// /// /// Resource being access is not found. /// /// REST API Reference for RetryPipelineExecution Operation Task RetryPipelineExecutionAsync(RetryPipelineExecutionRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region Search /// /// Finds SageMaker resources that match a search query. Matching resources are returned /// as a list of SearchRecord objects in the response. You can sort the search /// results by any resource property in a ascending or descending order. /// /// /// /// You can query against the following value types: numeric, text, Boolean, and timestamp. /// /// /// /// The Search API may provide access to otherwise restricted data. See Amazon /// SageMaker API Permissions: Actions, Permissions, and Resources Reference for more /// information. /// /// /// /// Container for the necessary parameters to execute the Search service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the Search service method, as returned by SageMaker. /// REST API Reference for Search Operation Task SearchAsync(SearchRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region SendPipelineExecutionStepFailure /// /// Notifies the pipeline that the execution of a callback step failed, along with a message /// describing why. When a callback step is run, the pipeline generates a callback token /// and includes the token in a message sent to Amazon Simple Queue Service (Amazon SQS). /// /// Container for the necessary parameters to execute the SendPipelineExecutionStepFailure service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the SendPipelineExecutionStepFailure service method, as returned by SageMaker. /// /// You have exceeded an SageMaker resource limit. For example, you might have too many /// training jobs created. /// /// /// Resource being access is not found. /// /// REST API Reference for SendPipelineExecutionStepFailure Operation Task SendPipelineExecutionStepFailureAsync(SendPipelineExecutionStepFailureRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region SendPipelineExecutionStepSuccess /// /// Notifies the pipeline that the execution of a callback step succeeded and provides /// a list of the step's output parameters. When a callback step is run, the pipeline /// generates a callback token and includes the token in a message sent to Amazon Simple /// Queue Service (Amazon SQS). /// /// Container for the necessary parameters to execute the SendPipelineExecutionStepSuccess service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the SendPipelineExecutionStepSuccess service method, as returned by SageMaker. /// /// You have exceeded an SageMaker resource limit. For example, you might have too many /// training jobs created. /// /// /// Resource being access is not found. /// /// REST API Reference for SendPipelineExecutionStepSuccess Operation Task SendPipelineExecutionStepSuccessAsync(SendPipelineExecutionStepSuccessRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region StartEdgeDeploymentStage /// /// Starts a stage in an edge deployment plan. /// /// Container for the necessary parameters to execute the StartEdgeDeploymentStage service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the StartEdgeDeploymentStage service method, as returned by SageMaker. /// REST API Reference for StartEdgeDeploymentStage Operation Task StartEdgeDeploymentStageAsync(StartEdgeDeploymentStageRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region StartInferenceExperiment /// /// Starts an inference experiment. /// /// Container for the necessary parameters to execute the StartInferenceExperiment service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the StartInferenceExperiment service method, as returned by SageMaker. /// /// There was a conflict when you attempted to modify a SageMaker entity such as an Experiment /// or Artifact. /// /// /// Resource being access is not found. /// /// REST API Reference for StartInferenceExperiment Operation Task StartInferenceExperimentAsync(StartInferenceExperimentRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region StartMonitoringSchedule /// /// Starts a previously stopped monitoring schedule. /// /// /// /// By default, when you successfully create a new schedule, the status of a monitoring /// schedule is scheduled. /// /// /// /// Container for the necessary parameters to execute the StartMonitoringSchedule service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the StartMonitoringSchedule service method, as returned by SageMaker. /// /// Resource being access is not found. /// /// REST API Reference for StartMonitoringSchedule Operation Task StartMonitoringScheduleAsync(StartMonitoringScheduleRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region StartNotebookInstance /// /// Launches an ML compute instance with the latest version of the libraries and attaches /// your ML storage volume. After configuring the notebook instance, SageMaker sets the /// notebook instance status to InService. A notebook instance's status must /// be InService before you can connect to your Jupyter notebook. /// /// Container for the necessary parameters to execute the StartNotebookInstance service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the StartNotebookInstance service method, as returned by SageMaker. /// /// You have exceeded an SageMaker resource limit. For example, you might have too many /// training jobs created. /// /// REST API Reference for StartNotebookInstance Operation Task StartNotebookInstanceAsync(StartNotebookInstanceRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region StartPipelineExecution /// /// Starts a pipeline execution. /// /// Container for the necessary parameters to execute the StartPipelineExecution service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the StartPipelineExecution service method, as returned by SageMaker. /// /// You have exceeded an SageMaker resource limit. For example, you might have too many /// training jobs created. /// /// /// Resource being access is not found. /// /// REST API Reference for StartPipelineExecution Operation Task StartPipelineExecutionAsync(StartPipelineExecutionRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region StopAutoMLJob /// /// A method for forcing a running job to shut down. /// /// Container for the necessary parameters to execute the StopAutoMLJob service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the StopAutoMLJob service method, as returned by SageMaker. /// /// Resource being access is not found. /// /// REST API Reference for StopAutoMLJob Operation Task StopAutoMLJobAsync(StopAutoMLJobRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region StopCompilationJob /// /// Stops a model compilation job. /// /// /// /// To stop a job, Amazon SageMaker sends the algorithm the SIGTERM signal. This gracefully /// shuts the job down. If the job hasn't stopped, it sends the SIGKILL signal. /// /// /// /// When it receives a StopCompilationJob request, Amazon SageMaker changes /// the CompilationJobStatus of the job to Stopping. After Amazon /// SageMaker stops the job, it sets the CompilationJobStatus to Stopped. /// /// /// /// Container for the necessary parameters to execute the StopCompilationJob service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the StopCompilationJob service method, as returned by SageMaker. /// /// Resource being access is not found. /// /// REST API Reference for StopCompilationJob Operation Task StopCompilationJobAsync(StopCompilationJobRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region StopEdgeDeploymentStage /// /// Stops a stage in an edge deployment plan. /// /// Container for the necessary parameters to execute the StopEdgeDeploymentStage service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the StopEdgeDeploymentStage service method, as returned by SageMaker. /// REST API Reference for StopEdgeDeploymentStage Operation Task StopEdgeDeploymentStageAsync(StopEdgeDeploymentStageRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region StopEdgePackagingJob /// /// Request to stop an edge packaging job. /// /// Container for the necessary parameters to execute the StopEdgePackagingJob service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the StopEdgePackagingJob service method, as returned by SageMaker. /// REST API Reference for StopEdgePackagingJob Operation Task StopEdgePackagingJobAsync(StopEdgePackagingJobRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region StopHyperParameterTuningJob /// /// Stops a running hyperparameter tuning job and all running training jobs that the tuning /// job launched. /// /// /// /// All model artifacts output from the training jobs are stored in Amazon Simple Storage /// Service (Amazon S3). All data that the training jobs write to Amazon CloudWatch Logs /// are still available in CloudWatch. After the tuning job moves to the Stopped /// state, it releases all reserved resources for the tuning job. /// /// /// Container for the necessary parameters to execute the StopHyperParameterTuningJob service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the StopHyperParameterTuningJob service method, as returned by SageMaker. /// /// Resource being access is not found. /// /// REST API Reference for StopHyperParameterTuningJob Operation Task StopHyperParameterTuningJobAsync(StopHyperParameterTuningJobRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region StopInferenceExperiment /// /// Stops an inference experiment. /// /// Container for the necessary parameters to execute the StopInferenceExperiment service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the StopInferenceExperiment service method, as returned by SageMaker. /// /// There was a conflict when you attempted to modify a SageMaker entity such as an Experiment /// or Artifact. /// /// /// Resource being access is not found. /// /// REST API Reference for StopInferenceExperiment Operation Task StopInferenceExperimentAsync(StopInferenceExperimentRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region StopInferenceRecommendationsJob /// /// Stops an Inference Recommender job. /// /// Container for the necessary parameters to execute the StopInferenceRecommendationsJob service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the StopInferenceRecommendationsJob service method, as returned by SageMaker. /// /// Resource being access is not found. /// /// REST API Reference for StopInferenceRecommendationsJob Operation Task StopInferenceRecommendationsJobAsync(StopInferenceRecommendationsJobRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region StopLabelingJob /// /// Stops a running labeling job. A job that is stopped cannot be restarted. Any results /// obtained before the job is stopped are placed in the Amazon S3 output bucket. /// /// Container for the necessary parameters to execute the StopLabelingJob service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the StopLabelingJob service method, as returned by SageMaker. /// /// Resource being access is not found. /// /// REST API Reference for StopLabelingJob Operation Task StopLabelingJobAsync(StopLabelingJobRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region StopMonitoringSchedule /// /// Stops a previously started monitoring schedule. /// /// Container for the necessary parameters to execute the StopMonitoringSchedule service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the StopMonitoringSchedule service method, as returned by SageMaker. /// /// Resource being access is not found. /// /// REST API Reference for StopMonitoringSchedule Operation Task StopMonitoringScheduleAsync(StopMonitoringScheduleRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region StopNotebookInstance /// /// Terminates the ML compute instance. Before terminating the instance, SageMaker disconnects /// the ML storage volume from it. SageMaker preserves the ML storage volume. SageMaker /// stops charging you for the ML compute instance when you call StopNotebookInstance. /// /// /// /// To access data on the ML storage volume for a notebook instance that has been terminated, /// call the StartNotebookInstance API. StartNotebookInstance /// launches another ML compute instance, configures it, and attaches the preserved ML /// storage volume so you can continue your work. /// /// /// Container for the necessary parameters to execute the StopNotebookInstance service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the StopNotebookInstance service method, as returned by SageMaker. /// REST API Reference for StopNotebookInstance Operation Task StopNotebookInstanceAsync(StopNotebookInstanceRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region StopPipelineExecution /// /// Stops a pipeline execution. /// /// /// /// Callback Step /// /// /// /// A pipeline execution won't stop while a callback step is running. When you call StopPipelineExecution /// on a pipeline execution with a running callback step, SageMaker Pipelines sends an /// additional Amazon SQS message to the specified SQS queue. The body of the SQS message /// contains a "Status" field which is set to "Stopping". /// /// /// /// You should add logic to your Amazon SQS message consumer to take any needed action /// (for example, resource cleanup) upon receipt of the message followed by a call to /// SendPipelineExecutionStepSuccess or SendPipelineExecutionStepFailure. /// /// /// /// Only when SageMaker Pipelines receives one of these calls will it stop the pipeline /// execution. /// /// /// /// Lambda Step /// /// /// /// A pipeline execution can't be stopped while a lambda step is running because the Lambda /// function invoked by the lambda step can't be stopped. If you attempt to stop the execution /// while the Lambda function is running, the pipeline waits for the Lambda function to /// finish or until the timeout is hit, whichever occurs first, and then stops. If the /// Lambda function finishes, the pipeline execution status is Stopped. If /// the timeout is hit the pipeline execution status is Failed. /// /// /// Container for the necessary parameters to execute the StopPipelineExecution service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the StopPipelineExecution service method, as returned by SageMaker. /// /// Resource being access is not found. /// /// REST API Reference for StopPipelineExecution Operation Task StopPipelineExecutionAsync(StopPipelineExecutionRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region StopProcessingJob /// /// Stops a processing job. /// /// Container for the necessary parameters to execute the StopProcessingJob service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the StopProcessingJob service method, as returned by SageMaker. /// /// Resource being access is not found. /// /// REST API Reference for StopProcessingJob Operation Task StopProcessingJobAsync(StopProcessingJobRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region StopTrainingJob /// /// Stops a training job. To stop a job, SageMaker sends the algorithm the SIGTERM /// signal, which delays job termination for 120 seconds. Algorithms might use this 120-second /// window to save the model artifacts, so the results of the training is not lost. /// /// /// /// When it receives a StopTrainingJob request, SageMaker changes the status /// of the job to Stopping. After SageMaker stops the job, it sets the status /// to Stopped. /// /// /// Container for the necessary parameters to execute the StopTrainingJob service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the StopTrainingJob service method, as returned by SageMaker. /// /// Resource being access is not found. /// /// REST API Reference for StopTrainingJob Operation Task StopTrainingJobAsync(StopTrainingJobRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region StopTransformJob /// /// Stops a batch transform job. /// /// /// /// When Amazon SageMaker receives a StopTransformJob request, the status /// of the job changes to Stopping. After Amazon SageMaker stops the job, /// the status is set to Stopped. When you stop a batch transform job before /// it is completed, Amazon SageMaker doesn't store the job's output in Amazon S3. /// /// /// Container for the necessary parameters to execute the StopTransformJob service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the StopTransformJob service method, as returned by SageMaker. /// /// Resource being access is not found. /// /// REST API Reference for StopTransformJob Operation Task StopTransformJobAsync(StopTransformJobRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region UpdateAction /// /// Updates an action. /// /// Container for the necessary parameters to execute the UpdateAction service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the UpdateAction service method, as returned by SageMaker. /// /// There was a conflict when you attempted to modify a SageMaker entity such as an Experiment /// or Artifact. /// /// /// Resource being access is not found. /// /// REST API Reference for UpdateAction Operation Task UpdateActionAsync(UpdateActionRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region UpdateAppImageConfig /// /// Updates the properties of an AppImageConfig. /// /// Container for the necessary parameters to execute the UpdateAppImageConfig service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the UpdateAppImageConfig service method, as returned by SageMaker. /// /// Resource being access is not found. /// /// REST API Reference for UpdateAppImageConfig Operation Task UpdateAppImageConfigAsync(UpdateAppImageConfigRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region UpdateArtifact /// /// Updates an artifact. /// /// Container for the necessary parameters to execute the UpdateArtifact service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the UpdateArtifact service method, as returned by SageMaker. /// /// There was a conflict when you attempted to modify a SageMaker entity such as an Experiment /// or Artifact. /// /// /// Resource being access is not found. /// /// REST API Reference for UpdateArtifact Operation Task UpdateArtifactAsync(UpdateArtifactRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region UpdateCodeRepository /// /// Updates the specified Git repository with the specified values. /// /// Container for the necessary parameters to execute the UpdateCodeRepository service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the UpdateCodeRepository service method, as returned by SageMaker. /// REST API Reference for UpdateCodeRepository Operation Task UpdateCodeRepositoryAsync(UpdateCodeRepositoryRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region UpdateContext /// /// Updates a context. /// /// Container for the necessary parameters to execute the UpdateContext service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the UpdateContext service method, as returned by SageMaker. /// /// There was a conflict when you attempted to modify a SageMaker entity such as an Experiment /// or Artifact. /// /// /// Resource being access is not found. /// /// REST API Reference for UpdateContext Operation Task UpdateContextAsync(UpdateContextRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region UpdateDeviceFleet /// /// Updates a fleet of devices. /// /// Container for the necessary parameters to execute the UpdateDeviceFleet service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the UpdateDeviceFleet service method, as returned by SageMaker. /// /// Resource being accessed is in use. /// /// REST API Reference for UpdateDeviceFleet Operation Task UpdateDeviceFleetAsync(UpdateDeviceFleetRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region UpdateDevices /// /// Updates one or more devices in a fleet. /// /// Container for the necessary parameters to execute the UpdateDevices service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the UpdateDevices service method, as returned by SageMaker. /// REST API Reference for UpdateDevices Operation Task UpdateDevicesAsync(UpdateDevicesRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region UpdateDomain /// /// Updates the default settings for new user profiles in the domain. /// /// Container for the necessary parameters to execute the UpdateDomain service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the UpdateDomain service method, as returned by SageMaker. /// /// Resource being accessed is in use. /// /// /// You have exceeded an SageMaker resource limit. For example, you might have too many /// training jobs created. /// /// /// Resource being access is not found. /// /// REST API Reference for UpdateDomain Operation Task UpdateDomainAsync(UpdateDomainRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region UpdateEndpoint /// /// Deploys the new EndpointConfig specified in the request, switches to /// using newly created endpoint, and then deletes resources provisioned for the endpoint /// using the previous EndpointConfig (there is no availability loss). /// /// /// /// When SageMaker receives the request, it sets the endpoint status to Updating. /// After updating the endpoint, it sets the status to InService. To check /// the status of an endpoint, use the DescribeEndpoint /// API. /// /// /// /// You must not delete an EndpointConfig in use by an endpoint that is live /// or while the UpdateEndpoint or CreateEndpoint operations /// are being performed on the endpoint. To update an endpoint, you must create a new /// EndpointConfig. /// /// /// /// If you delete the EndpointConfig of an endpoint that is active or being /// created or updated you may lose visibility into the instance type the endpoint is /// using. The endpoint must be deleted in order to stop incurring charges. /// /// /// /// Container for the necessary parameters to execute the UpdateEndpoint service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the UpdateEndpoint service method, as returned by SageMaker. /// /// You have exceeded an SageMaker resource limit. For example, you might have too many /// training jobs created. /// /// REST API Reference for UpdateEndpoint Operation Task UpdateEndpointAsync(UpdateEndpointRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region UpdateEndpointWeightsAndCapacities /// /// Updates variant weight of one or more variants associated with an existing endpoint, /// or capacity of one variant associated with an existing endpoint. When it receives /// the request, SageMaker sets the endpoint status to Updating. After updating /// the endpoint, it sets the status to InService. To check the status of /// an endpoint, use the DescribeEndpoint /// API. /// /// Container for the necessary parameters to execute the UpdateEndpointWeightsAndCapacities service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the UpdateEndpointWeightsAndCapacities service method, as returned by SageMaker. /// /// You have exceeded an SageMaker resource limit. For example, you might have too many /// training jobs created. /// /// REST API Reference for UpdateEndpointWeightsAndCapacities Operation Task UpdateEndpointWeightsAndCapacitiesAsync(UpdateEndpointWeightsAndCapacitiesRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region UpdateExperiment /// /// Adds, updates, or removes the description of an experiment. Updates the display name /// of an experiment. /// /// Container for the necessary parameters to execute the UpdateExperiment service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the UpdateExperiment service method, as returned by SageMaker. /// /// There was a conflict when you attempted to modify a SageMaker entity such as an Experiment /// or Artifact. /// /// /// Resource being access is not found. /// /// REST API Reference for UpdateExperiment Operation Task UpdateExperimentAsync(UpdateExperimentRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region UpdateFeatureGroup /// /// Updates the feature group by either adding features or updating the online store configuration. /// Use one of the following request parameters at a time while using the UpdateFeatureGroup /// API. /// /// /// /// You can add features for your feature group using the FeatureAdditions /// request parameter. Features cannot be removed from a feature group. /// /// /// /// You can update the online store configuration by using the OnlineStoreConfig /// request parameter. If a TtlDuration is specified, the default TtlDuration /// applies for all records added to the feature group after the feature group is updated. /// If a record level TtlDuration exists from using the PutRecord /// API, the record level TtlDuration applies to that record instead of the /// default TtlDuration. /// /// /// Container for the necessary parameters to execute the UpdateFeatureGroup service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the UpdateFeatureGroup service method, as returned by SageMaker. /// /// Resource being access is not found. /// /// REST API Reference for UpdateFeatureGroup Operation Task UpdateFeatureGroupAsync(UpdateFeatureGroupRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region UpdateFeatureMetadata /// /// Updates the description and parameters of the feature group. /// /// Container for the necessary parameters to execute the UpdateFeatureMetadata service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the UpdateFeatureMetadata service method, as returned by SageMaker. /// /// Resource being access is not found. /// /// REST API Reference for UpdateFeatureMetadata Operation Task UpdateFeatureMetadataAsync(UpdateFeatureMetadataRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region UpdateHub /// /// Update a hub. /// /// /// /// Hub APIs are only callable through SageMaker Studio. /// /// /// /// Container for the necessary parameters to execute the UpdateHub service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the UpdateHub service method, as returned by SageMaker. /// /// Resource being access is not found. /// /// REST API Reference for UpdateHub Operation Task UpdateHubAsync(UpdateHubRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region UpdateImage /// /// Updates the properties of a SageMaker image. To change the image's tags, use the AddTags /// and DeleteTags /// APIs. /// /// Container for the necessary parameters to execute the UpdateImage service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the UpdateImage service method, as returned by SageMaker. /// /// Resource being accessed is in use. /// /// /// Resource being access is not found. /// /// REST API Reference for UpdateImage Operation Task UpdateImageAsync(UpdateImageRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region UpdateImageVersion /// /// Updates the properties of a SageMaker image version. /// /// Container for the necessary parameters to execute the UpdateImageVersion service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the UpdateImageVersion service method, as returned by SageMaker. /// /// Resource being accessed is in use. /// /// /// Resource being access is not found. /// /// REST API Reference for UpdateImageVersion Operation Task UpdateImageVersionAsync(UpdateImageVersionRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region UpdateInferenceExperiment /// /// Updates an inference experiment that you created. The status of the inference experiment /// has to be either Created, Running. For more information /// on the status of an inference experiment, see DescribeInferenceExperiment. /// /// Container for the necessary parameters to execute the UpdateInferenceExperiment service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the UpdateInferenceExperiment service method, as returned by SageMaker. /// /// There was a conflict when you attempted to modify a SageMaker entity such as an Experiment /// or Artifact. /// /// /// Resource being access is not found. /// /// REST API Reference for UpdateInferenceExperiment Operation Task UpdateInferenceExperimentAsync(UpdateInferenceExperimentRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region UpdateModelCard /// /// Update an Amazon SageMaker Model Card. /// /// /// /// You cannot update both model card content and model card status in a single call. /// /// /// /// Container for the necessary parameters to execute the UpdateModelCard service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the UpdateModelCard service method, as returned by SageMaker. /// /// There was a conflict when you attempted to modify a SageMaker entity such as an Experiment /// or Artifact. /// /// /// You have exceeded an SageMaker resource limit. For example, you might have too many /// training jobs created. /// /// /// Resource being access is not found. /// /// REST API Reference for UpdateModelCard Operation Task UpdateModelCardAsync(UpdateModelCardRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region UpdateModelPackage /// /// Updates a versioned model. /// /// Container for the necessary parameters to execute the UpdateModelPackage service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the UpdateModelPackage service method, as returned by SageMaker. /// REST API Reference for UpdateModelPackage Operation Task UpdateModelPackageAsync(UpdateModelPackageRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region UpdateMonitoringAlert /// /// Update the parameters of a model monitor alert. /// /// Container for the necessary parameters to execute the UpdateMonitoringAlert service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the UpdateMonitoringAlert service method, as returned by SageMaker. /// /// You have exceeded an SageMaker resource limit. For example, you might have too many /// training jobs created. /// /// /// Resource being access is not found. /// /// REST API Reference for UpdateMonitoringAlert Operation Task UpdateMonitoringAlertAsync(UpdateMonitoringAlertRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region UpdateMonitoringSchedule /// /// Updates a previously created schedule. /// /// Container for the necessary parameters to execute the UpdateMonitoringSchedule service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the UpdateMonitoringSchedule service method, as returned by SageMaker. /// /// You have exceeded an SageMaker resource limit. For example, you might have too many /// training jobs created. /// /// /// Resource being access is not found. /// /// REST API Reference for UpdateMonitoringSchedule Operation Task UpdateMonitoringScheduleAsync(UpdateMonitoringScheduleRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region UpdateNotebookInstance /// /// Updates a notebook instance. NotebookInstance updates include upgrading or downgrading /// the ML compute instance used for your notebook instance to accommodate changes in /// your workload requirements. /// /// Container for the necessary parameters to execute the UpdateNotebookInstance service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the UpdateNotebookInstance service method, as returned by SageMaker. /// /// You have exceeded an SageMaker resource limit. For example, you might have too many /// training jobs created. /// /// REST API Reference for UpdateNotebookInstance Operation Task UpdateNotebookInstanceAsync(UpdateNotebookInstanceRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region UpdateNotebookInstanceLifecycleConfig /// /// Updates a notebook instance lifecycle configuration created with the CreateNotebookInstanceLifecycleConfig /// API. /// /// Container for the necessary parameters to execute the UpdateNotebookInstanceLifecycleConfig service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the UpdateNotebookInstanceLifecycleConfig service method, as returned by SageMaker. /// /// You have exceeded an SageMaker resource limit. For example, you might have too many /// training jobs created. /// /// REST API Reference for UpdateNotebookInstanceLifecycleConfig Operation Task UpdateNotebookInstanceLifecycleConfigAsync(UpdateNotebookInstanceLifecycleConfigRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region UpdatePipeline /// /// Updates a pipeline. /// /// Container for the necessary parameters to execute the UpdatePipeline service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the UpdatePipeline service method, as returned by SageMaker. /// /// Resource being access is not found. /// /// REST API Reference for UpdatePipeline Operation Task UpdatePipelineAsync(UpdatePipelineRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region UpdatePipelineExecution /// /// Updates a pipeline execution. /// /// Container for the necessary parameters to execute the UpdatePipelineExecution service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the UpdatePipelineExecution service method, as returned by SageMaker. /// /// Resource being access is not found. /// /// REST API Reference for UpdatePipelineExecution Operation Task UpdatePipelineExecutionAsync(UpdatePipelineExecutionRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region UpdateProject /// /// Updates a machine learning (ML) project that is created from a template that sets /// up an ML pipeline from training to deploying an approved model. /// /// /// /// You must not update a project that is in use. If you update the ServiceCatalogProvisioningUpdateDetails /// of a project that is active or being created, or updated, you may lose resources already /// created by the project. /// /// /// /// Container for the necessary parameters to execute the UpdateProject service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the UpdateProject service method, as returned by SageMaker. /// REST API Reference for UpdateProject Operation Task UpdateProjectAsync(UpdateProjectRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region UpdateSpace /// /// Updates the settings of a space. /// /// Container for the necessary parameters to execute the UpdateSpace service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the UpdateSpace service method, as returned by SageMaker. /// /// Resource being accessed is in use. /// /// /// You have exceeded an SageMaker resource limit. For example, you might have too many /// training jobs created. /// /// /// Resource being access is not found. /// /// REST API Reference for UpdateSpace Operation Task UpdateSpaceAsync(UpdateSpaceRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region UpdateTrainingJob /// /// Update a model training job to request a new Debugger profiling configuration or to /// change warm pool retention length. /// /// Container for the necessary parameters to execute the UpdateTrainingJob service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the UpdateTrainingJob service method, as returned by SageMaker. /// /// Resource being access is not found. /// /// REST API Reference for UpdateTrainingJob Operation Task UpdateTrainingJobAsync(UpdateTrainingJobRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region UpdateTrial /// /// Updates the display name of a trial. /// /// Container for the necessary parameters to execute the UpdateTrial service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the UpdateTrial service method, as returned by SageMaker. /// /// There was a conflict when you attempted to modify a SageMaker entity such as an Experiment /// or Artifact. /// /// /// Resource being access is not found. /// /// REST API Reference for UpdateTrial Operation Task UpdateTrialAsync(UpdateTrialRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region UpdateTrialComponent /// /// Updates one or more properties of a trial component. /// /// Container for the necessary parameters to execute the UpdateTrialComponent service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the UpdateTrialComponent service method, as returned by SageMaker. /// /// There was a conflict when you attempted to modify a SageMaker entity such as an Experiment /// or Artifact. /// /// /// Resource being access is not found. /// /// REST API Reference for UpdateTrialComponent Operation Task UpdateTrialComponentAsync(UpdateTrialComponentRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region UpdateUserProfile /// /// Updates a user profile. /// /// Container for the necessary parameters to execute the UpdateUserProfile service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the UpdateUserProfile service method, as returned by SageMaker. /// /// Resource being accessed is in use. /// /// /// You have exceeded an SageMaker resource limit. For example, you might have too many /// training jobs created. /// /// /// Resource being access is not found. /// /// REST API Reference for UpdateUserProfile Operation Task UpdateUserProfileAsync(UpdateUserProfileRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region UpdateWorkforce /// /// Use this operation to update your workforce. You can use this operation to require /// that workers use specific IP addresses to work on tasks and to update your OpenID /// Connect (OIDC) Identity Provider (IdP) workforce configuration. /// /// /// /// The worker portal is now supported in VPC and public internet. /// /// /// /// Use SourceIpConfig to restrict worker access to tasks to a specific /// range of IP addresses. You specify allowed IP addresses by creating a list of up to /// ten CIDRs. /// By default, a workforce isn't restricted to specific IP addresses. If you specify /// a range of IP addresses, workers who attempt to access tasks using any IP address /// outside the specified range are denied and get a Not Found error message /// on the worker portal. /// /// /// /// To restrict access to all the workers in public internet, add the SourceIpConfig /// CIDR value as "10.0.0.0/16". /// /// /// /// Amazon SageMaker does not support Source Ip restriction for worker portals in VPC. /// /// /// /// Use OidcConfig to update the configuration of a workforce created using /// your own OIDC IdP. /// /// /// /// You can only update your OIDC IdP configuration when there are no work teams associated /// with your workforce. You can delete work teams using the DeleteWorkteam /// operation. /// /// /// /// After restricting access to a range of IP addresses or updating your OIDC IdP configuration /// with this operation, you can view details about your update workforce using the DescribeWorkforce /// operation. /// /// /// /// This operation only applies to private workforces. /// /// /// /// Container for the necessary parameters to execute the UpdateWorkforce service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the UpdateWorkforce service method, as returned by SageMaker. /// /// There was a conflict when you attempted to modify a SageMaker entity such as an Experiment /// or Artifact. /// /// REST API Reference for UpdateWorkforce Operation Task UpdateWorkforceAsync(UpdateWorkforceRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion #region UpdateWorkteam /// /// Updates an existing work team with new member definitions or description. /// /// Container for the necessary parameters to execute the UpdateWorkteam service method. /// /// A cancellation token that can be used by other objects or threads to receive notice of cancellation. /// /// /// The response from the UpdateWorkteam service method, as returned by SageMaker. /// /// You have exceeded an SageMaker resource limit. For example, you might have too many /// training jobs created. /// /// REST API Reference for UpdateWorkteam Operation Task UpdateWorkteamAsync(UpdateWorkteamRequest request, System.Threading.CancellationToken cancellationToken = default(CancellationToken)); #endregion } }